<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.152478.2</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Evaluating the dynamics of fee-free higher education in South Africa: a causal loop diagram approach&#x202f;</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 2; peer review: 1 approved, 1 approved with reservations, 1 not approved]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Ramasu</surname>
                        <given-names>Tlotlo</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2774-1007</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Kanakana-Katumba</surname>
                        <given-names>Grace</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-7475-2131</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Industrial Engineering, Tshwane University of Technology, Pretoria, Gauteng, 0183, South Africa</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:tlotloramasu@gmail.com">tlotloramasu@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>29</day>
                <month>8</month>
                <year>2024</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2024</year>
            </pub-date>
            <volume>13</volume>
            <elocation-id>780</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>16</day>
                    <month>8</month>
                    <year>2024</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Ramasu T and Kanakana-Katumba G</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/13-780/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>This research investigated the dynamics of fee-free higher education in South Africa, aiming to elucidate the complexities surrounding its implementation and impact. By employing a causal loop diagram approach, the study examined the interplay of socioeconomic, political, and institutional factors influencing the provision of fee-free higher education.</p>
                </sec>
                <sec>
                    <title>Method</title>
                    <p>A participatory approach to developing the CLD was used. Through an extensive literature review, the research contextualised fee-free higher education enabling a preliminary CLD to be developed. Discussions were held to improve the preliminary model based on stakeholder and expert opinion. The model was then validated by stakeholders and experts.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>The CLD has explicitly mapped out the causal relationships which play a fundamental role in fee-free higher education in South Africa. Key findings revealed that fee-free higher education initiatives, such as managing funding constraints and administrative complexities, hold promise for fostering inclusivity and socioeconomic development but are hindered by bureaucratic policy establishments and inefficiencies. These challenges underscore the gap between policy formulation and implementation, highlighting the need for comprehensive reforms to streamline administrative processes and enhance financial sustainability within the higher education sector.</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>This research thoroughly examined the dynamics of fee-free higher education in South Africa, highlighting both the challenges and opportunities in its implementation. The study emphasized the need for systemic reforms to improve accessibility and effectiveness, while also underscoring the potential of such initiatives to promote social mobility and economic empowerment, aligning with global goals like the SDGs and the African Agenda 2063.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Fee-free education</kwd>
                <kwd>Higher education</kwd>
                <kwd>Inclusive growth</kwd>
                <kwd>Education equity</kwd>
                <kwd>Socioeconomic progress</kwd>
                <kwd>Causal loop diagran</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 1</title>
                <p>The aim of the study has been modified to fit the study, the link with international debate on free education has been&#x00a0;improved and the conclusion has stated the limitations and future research direction.</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>1. Introduction</title>
            <p>Higher education in South Africa is pivotal in shaping the nation&#x2019;s socioeconomic sector and fostering individual and national development (
                <xref ref-type="bibr" rid="ref31">Leibowitz &amp; Bozalek, 2014</xref>). 
                <xref ref-type="bibr" rid="ref56">Spreen &amp; Vally (2006)</xref> point out that since the end of apartheid in 1994, South Africa has been actively expanding access to tertiary education, aiming to address historical disparities and promote inclusivity. The country boasts a diverse higher education sector comprising universities, universities of technology, and comprehensive institutions (
                <xref ref-type="bibr" rid="ref29">Lange, 2020</xref>), offering a wide array of programs spanning various disciplines to cater to the diverse needs of students and industries alike. However, as 
                <xref ref-type="bibr" rid="ref67">Yende &amp; Mthombeni (2023)</xref> stated, financial barriers have long hindered access to higher education, particularly for disadvantaged communities. Historically, tuition, accommodation, and related expenses have presented a significant obstacle for many aspiring students, perpetuating socioeconomic inequalities and limiting the realisation of individual potential (
                <xref ref-type="bibr" rid="ref41">Mutekwe, 2017</xref>). The significance of this study lies in its use of a methodology capable of analyzing the causality of relationships involved in the complex discourse on fee-free higher education through the development of a participatory causal loop diagram. This is aimed at assisting policymakers come to an informed decision on how the interrelationship between these variables will be affected by their decision on the subject of fee-free higher education.</p>
            <p>As denoted by 
                <xref ref-type="bibr" rid="ref27">Kioupi &amp; Voulvoulis (2019)</xref>, education is a cornerstone for national progress. In the context of South Africa, characterised by its status as a developing nation, a pressing need exists for a skilled workforce (
                <xref ref-type="bibr" rid="ref64">Vogel, 2015</xref>). The country grapples with staggering levels of income inequality, evidenced by a Gini coefficient of 0.67, the highest globally (
                <xref ref-type="bibr" rid="ref64">Vogel, 2015</xref>). According to 
                <xref ref-type="bibr" rid="ref6">Barro (2013)</xref>, education emerges as a potential avenue to mitigate the stark disparities between affluent and marginalised communities. Additionally, South Africa contends with a formidable unemployment rate of 31.9%, according to (
                <xref ref-type="bibr" rid="ref30">Lauder &amp; Mayhew, 2020</xref>). Many unemployed individuals lack the requisite skills for gainful employment, underscoring the pivotal role of education in enhancing their employability (
                <xref ref-type="bibr" rid="ref30">Lauder &amp; Mayhew, 2020</xref>).</p>
            <p>Post-apartheid South Africa&#x2019;s educational policy has focused on equitable access to higher education to promote social mobility and economic development (
                <xref ref-type="bibr" rid="ref5">Ayuk &amp; Koma, 2019</xref>; 
                <xref ref-type="bibr" rid="ref62">Varghese et al., 2023</xref>). A significant initiative in this regard is fee-free higher education for eligible students, introduced following the #FeesMustFall protests in 2015, which highlighted the systemic failures in serving marginalized communities (
                <xref ref-type="bibr" rid="ref44">Ntombana et al., 2023</xref>; 
                <xref ref-type="bibr" rid="ref4">Akala, 2023</xref>). President Jacob Zuma&#x2019;s 2017 announcement of tuition-free education aimed to alleviate financial barriers and promote inclusivity (
                <xref ref-type="bibr" rid="ref56">Spreen &amp; Vally, 2006</xref>). The dynamics of this policy involve various stakeholders and aim to address historical disparities (
                <xref ref-type="bibr" rid="ref39">Mokgotho et al., 2023</xref>).</p>
            <p>In response to these challenges, the South African government has implemented various policies and initiatives to democratise access to higher education (
                <xref ref-type="bibr" rid="ref50">Salmi &amp; D&#x2019;Addio, 2021</xref>). Following the study by 
                <xref ref-type="bibr" rid="ref50">Salmi &amp; D&#x2019;Addio (2021)</xref>, one such initiative is the introduction of fee-free higher education for eligible students, which seeks to alleviate financial burdens and enhance inclusivity within the tertiary education sector. This research journal uses a causal loop diagram approach to evaluate the dynamics of fee-free higher education in South Africa. When factors influencing the implementation and impact of fee-free higher education are examined, this study aims to contribute to a deeper understanding of the complexities surrounding access to tertiary education in the country. Through an analysis of causal relationships and feedback loops, the study explored the underlying mechanisms shaping the efficacy and sustainability of fee-free higher education policies in South Africa. The aim of this study is to evaluate the dynamics of fee-free higher education in South Africa. To achieve this, the research objective uses a causal loop diagram approach to examine the interplay of factors shaping the dynamics of fee-free higher education, thus contributing to a deeper understanding of the policy&#x2019;s implementation and impact.</p>
            <p>Fee-free higher education policies operate within a complex socioeconomic and institutional context characterised by numerous interacting variables (
                <xref ref-type="bibr" rid="ref38">Mlambo et al., 2018</xref>). Causal loop diagrams allow for the visualisation of these intricate relationships, enabling researchers to identify feedback loops and non-linear dynamics that may not be apparent through traditional analytical methods (
                <xref ref-type="bibr" rid="ref16">Forrester, 2009</xref>). By mapping out causal relationships and feedback loops, causal loop diagrams facilitate a systemic understanding of fee-free higher education dynamics. This holistic perspective helps researchers uncover underlying patterns and mechanisms that drive policy implementation, impact, and outcomes, thereby informing more effective intervention strategies, as 
                <xref ref-type="bibr" rid="ref1">Abidin et al. (2017)</xref> highlighted.</p>
            <p>Furthermore, unlike quantitative modelling techniques, such as econometric or statistical models, causal loop diagrams prioritise qualitative analysis and conceptual mapping. This approach is well-suited to exploratory research endeavours seeking to elucidate the complexities of social systems and policy environments, where precise numerical data may be limited or uncertain, as emphasised by 
                <xref ref-type="bibr" rid="ref21">Haraldsson (2004)</xref>. Causal loop diagrams offer a participatory research tool that can engage stakeholders in the research process, similar to the research methodology (
                <xref ref-type="bibr" rid="ref59">Toole, 2005</xref>). Researchers can harness collective knowledge and perspectives by involving policymakers, educators, students, and other relevant actors in developing causal loop diagrams to create more robust and inclusive analyses of fee-free higher education dynamics. Causal loop diagrams have been used in several fields to assist decision-making process. For instance, tourism scholars are increasingly advocating for the use of complexity science to understand and manage tourism governance and policymaking. Complexity science is valued because its ability to handle the unpredictable and interconnected nature of tourism, unlike traditional methods that simplify and assume linear relationships. This approach aims to provide a more accurate and comprehensive analysis of the complexities involved in policymaking (
                <xref ref-type="bibr" rid="ref69">Crabolu et al., 2023</xref>; 
                <xref ref-type="bibr" rid="ref70">Farsari, 2023</xref>; 
                <xref ref-type="bibr" rid="ref75">McDonald, 2009</xref>; 
                <xref ref-type="bibr" rid="ref71">I. Pappas, 2019</xref>). The application of causal loop diagrams has also been utilized to investigate policy resistance mechanisms in Southern Italy in a study that emphasizes the consequences of overlooking ambiguity in problem framing during decision-making processes. The scholars highlight that when decision-actors oversimplify the interaction space by disregarding the roles of other decision-actors or making erroneous assumptions about their mental models, it can impede the effective implementation of environmental policies (
                <xref ref-type="bibr" rid="ref19">Giordano et al., 2017</xref>).</p>
            <sec id="sec6">
                <title>1.1 Dynamics of fee-free higher education in South Africa</title>
                <p>The debate over fee-free higher education is a prominent topic in the global education policy movement (
                    <xref ref-type="bibr" rid="ref79">de Gayardon, 2018</xref>; 
                    <xref ref-type="bibr" rid="ref76">Bray and Kwo, 2013</xref>), reflecting varying ideological, economic, and social perspectives. According to 
                    <xref ref-type="bibr" rid="ref79">de Gayardon (2018)</xref>, historically, fee-free higher education has been embraced by many European countries, including Germany and Scandinavian nations, as part of their commitment to social democracy and public welfare. As highlighted by 
                    <xref ref-type="bibr" rid="ref79">de Gayardon (2018)</xref>, these countries view higher education as a universal right that should be accessible to all, regardless of financial status. In contrast, 
                    <xref ref-type="bibr" rid="ref76">Bray and Kwo (2013)</xref> noted that the United States has seen a more contentious debate. Proponents argue that free education reduces socioeconomic disparities and improves national competitiveness (
                    <xref ref-type="bibr" rid="ref76">Bray and Kwo, 2013</xref>). However, opponents express concerns that such policies could lead to higher taxes, inefficiencies, and potential devaluation of degrees (
                    <xref ref-type="bibr" rid="ref76">Bray and Kwo, 2013</xref>).</p>
                <p>Economically, 
                    <xref ref-type="bibr" rid="ref78">Rios-Jara (2023)</xref> stressed that the impact of fee-free education varies across countries. In high-income nations with robust social safety nets, the financial burden of providing free education is managed through progressive taxation and efficient public spending (
                    <xref ref-type="bibr" rid="ref79">de Gayardon, 2018</xref>). Conversely, according to 
                    <xref ref-type="bibr" rid="ref78">Rios-Jara (2023)</xref>, the fiscal strain can be significant in lower-income countries, potentially diverting resources from other critical areas such as health and infrastructure. 
                    <xref ref-type="bibr" rid="ref4">Akala (2023)</xref> also stated that fee-free education policies are often associated with positive social outcomes, including increased enrolment rates and improved educational attainment among marginalised groups. However, these policies also face challenges, such as ensuring the quality of education and managing increased demand without compromising standards (
                    <xref ref-type="bibr" rid="ref65">Wangenge-Ouma, 2012</xref>). Critics argue that free education alone cannot address underlying inequalities and may require complementary measures, such as targeted support for disadvantaged students (
                    <xref ref-type="bibr" rid="ref62">Varghese et al., 2023</xref>).</p>
                <p>Research such as 
                    <xref ref-type="bibr" rid="ref5">Ayuk &amp; Koma (2019)</xref> has shown that South Africa&#x2019;s post-apartheid educational policy has centred on equitable access to higher education. Recognising education&#x2019;s crucial role in fostering social mobility and economic development, the government has implemented various measures to broaden access to tertiary education, particularly for historically marginalised communities (
                    <xref ref-type="bibr" rid="ref62">Varghese et al., 2023</xref>). One of the most significant initiatives in this regard is the introduction of fee-free higher education for eligible students (
                    <xref ref-type="bibr" rid="ref4">Akala, 2023</xref>). In 2015, widespread student protests erupted across South Africa under the hashtag #FeesMustFall (
                    <xref ref-type="bibr" rid="ref44">Ntombana et al., 2023</xref>). These protests were triggered by the University of the Witwatersrand&#x2019;s proposal to raise tuition fees for the 2016 academic year. Subsequently, following the research by 
                    <xref ref-type="bibr" rid="ref24">Jacobs et al. (2019)</xref>, similar demonstrations spread to all government-funded universities, marking a crucial moment in the country&#x2019;s higher education sector. These protests catalysed a call for free higher education, driven by the recognition of the systemic failure of the South African education system to adequately serve historically marginalised and oppressed communities (
                    <xref ref-type="bibr" rid="ref44">Ntombana et al., 2023</xref>). On December 16, 2017, according to the report by 
                    <xref ref-type="bibr" rid="ref65">Wangenge-Ouma (2012)</xref>, President Jacob Zuma made a surprising announcement, declaring the introduction of tuition-free education at the higher education level. Enacted in response to widespread protests and demands for accessible tertiary education, the policy aims to alleviate financial barriers and promote inclusivity within the higher education sector (
                    <xref ref-type="bibr" rid="ref56">Spreen &amp; Vally, 2006</xref>).</p>
                <p>
                    <xref ref-type="bibr" rid="ref4">Akala (2023)</xref> emphasised that socioeconomic, political, and institutional factors shape the dynamics surrounding fee-free higher education in South Africa. These factors, as highlighted by 
                    <xref ref-type="bibr" rid="ref39">Mokgotho et al. (2023)</xref>, involve various stakeholders such as student representatives, The Presidency of South Africa, the Department of Higher Education and Training (DHET), the National Treasury, the Heher Commission of Inquiry into the Feasibility of making Higher Education and Training Fee-free in South Africa (Heher Commission), media outlets, and researchers. Consequently, the policymaking terrain for fee-free higher education is characterised by diverse actors with differing perspectives and interests (
                    <xref ref-type="bibr" rid="ref39">Mokgotho et al., 2023</xref>). At its core, this initiative aims to rectify historical disparities in educational access and promote a more equitable society.</p>
            </sec>
            <sec id="sec7">
                <title>1.2 Policy framework of fee-free higher education</title>
                <p>The policy framework governing fee-free higher education in South Africa is multifaceted (
                    <xref ref-type="bibr" rid="ref33">Masutha &amp; Motala, 2023</xref>), with the National Student Financial Aid Scheme (NSFAS) playing a central role in providing financial assistance to eligible students (
                    <xref ref-type="bibr" rid="ref24">Jacobs et al., 2019</xref>). NSFAS aims to alleviate the financial burden of tertiary education by covering tuition fees, accommodation, and living expenses for qualifying students (
                    <xref ref-type="bibr" rid="ref44">Ntombana et al., 2023</xref>). Additionally, (
                    <xref ref-type="bibr" rid="ref39">Mokgotho et al., 2023</xref>) stressed that legislative measures have been enacted to ensure equitable access to higher education, including laws prohibiting discrimination and promoting inclusivity.</p>
                <p>Studies conducted by the Council on Higher Education (CHE) and the Department of Higher Education and Training (DHET) offer valuable insights into the institutional mechanisms and implementation strategies of fee-free higher education (
                    <xref ref-type="bibr" rid="ref33">Masutha &amp; Motala, 2023</xref>). These studies examine the operational aspects of NSFAS, such as eligibility criteria, application processes, disbursement mechanisms, and monitoring procedures (
                    <xref ref-type="bibr" rid="ref39">Mokgotho et al., 2023</xref>). Moreover, they assess the effectiveness of outreach and awareness campaigns to inform prospective students about available financial aid opportunities. Despite the intentions behind these policies and initiatives, 
                    <xref ref-type="bibr" rid="ref65">Wangenge-Ouma (2012)</xref> highlights various challenges that hinder their effective implementation. Bureaucratic inefficiencies within NSFAS and other administrative bodies often result in delays in processing applications and disbursing funds (
                    <xref ref-type="bibr" rid="ref53">Sayed &amp; Motala, 2012</xref>), leading to student frustration and disillusionment. Furthermore, 
                    <xref ref-type="bibr" rid="ref28">Kishun (2007)</xref> emphasised that funding constraints pose a significant barrier to expanding access to fee-free higher education, as the demand for financial aid often exceeds available resources. This issue is exacerbated by competing budgetary priorities and economic uncertainties (
                    <xref ref-type="bibr" rid="ref11">Dutywa, 2022</xref>).</p>
                <p>Furthermore, administrative complexities also contribute to the challenges of implementing fee-free higher education (
                    <xref ref-type="bibr" rid="ref67">Yende &amp; Mthombeni, 2023</xref>). The intricate requirements and documentation needed to qualify for financial aid can be daunting for students, as denoted by 
                    <xref ref-type="bibr" rid="ref65">Wangenge-Ouma (2012)</xref>, particularly those from marginalised communities with limited access to information and support services (
                    <xref ref-type="bibr" rid="ref3">Ahmed &amp; Sayed, 2009</xref>). Additionally, the decentralised nature of higher education institutions in South Africa introduces variability in implementing fee-free education policies, leading to inconsistencies and disparities in access and support (
                    <xref ref-type="bibr" rid="ref54">Sayed &amp; Soudien, 2005</xref>).</p>
                <p>
                    <xref ref-type="bibr" rid="ref39">Mokgotho et al. (2023)</xref> research shows that addressing these challenges requires a coordinated effort from policymakers, educational institutions, and relevant stakeholders. Streamlining administrative processes (
                    <xref ref-type="bibr" rid="ref67">Yende &amp; Mthombeni, 2023</xref>), increasing funding allocations (
                    <xref ref-type="bibr" rid="ref11">Dutywa, 2022</xref>), and enhancing communication and support services (
                    <xref ref-type="bibr" rid="ref67">Yende &amp; Mthombeni, 2023</xref>) are essential steps towards improving the implementation of fee-free higher education. Moreover, ongoing evaluation and monitoring of policy outcomes are crucial for identifying areas of improvement and ensuring that the goals of equitable access and social inclusion are realised (
                    <xref ref-type="bibr" rid="ref50">Salmi &amp; D&#x2019;Addio, 2021</xref>).</p>
            </sec>
            <sec id="sec8">
                <title>1.3 Challenges and opportunities of fee-free higher education in South Africa</title>
                <p>Higher education serves as a vital avenue for both personal advancement and economic development (
                    <xref ref-type="bibr" rid="ref27">Kioupi &amp; Voulvoulis, 2019</xref>), playing an essential role in enhancing individual knowledge and bolstering the nation&#x2019;s economy by supplying the workforce with skilled professionals (
                    <xref ref-type="bibr" rid="ref42">Ndaba, 2023</xref>). A higher education qualification fosters independence and sustainability in one&#x2019;s life. It contributes to the overall growth and prosperity of a developing country like South Africa, where higher education represents a significant investment in human capital (
                    <xref ref-type="bibr" rid="ref38">Mlambo et al., 2018</xref>).</p>
                <p>In light of South Africa&#x2019;s triple challenges of unemployment, poverty, and inequality, investing in higher education is a strategic approach to address these pressing social issues while stimulating economic growth (
                    <xref ref-type="bibr" rid="ref25">Jordaan, Van Heerden, &amp; Jordaan, 2014</xref>). As a result, education policymakers should prioritise improving access to higher education and ensuring that the educational system equips the South African workforce with the necessary skills and competencies demanded by the contemporary job market (
                    <xref ref-type="bibr" rid="ref25">Jordaan, Van Heerden, &amp; Jordaan, 2014</xref>).</p>
                <p>Following the definition by 
                    <xref ref-type="bibr" rid="ref50">Salmi and D&#x2019;Addio (2021)</xref>, fee-free higher education is a policy designed to remove financial barriers to tertiary education, making it more accessible to a broader range of individuals. The rationale behind this policy is to increase educational access and equity (
                    <xref ref-type="bibr" rid="ref50">Salmi and D&#x2019;Addio, 2021</xref>), and similar to South Africa, it has been pursued by various countries such as Germany and Chile (
                    <xref ref-type="bibr" rid="ref78">Rios-Jara, 2023</xref>). These nations have implemented fee-free education to enhance social mobility, reduce student debt, and support the development of a highly educated workforce (
                    <xref ref-type="bibr" rid="ref78">Rios-Jara, 2023</xref>). However, while fee-free higher education represents a significant step towards promoting educational equity, its implementation has encountered several challenges (
                    <xref ref-type="bibr" rid="ref65">Wangenge-Ouma, 2012</xref>). Implementing fee-free higher education has raised concerns about the long-term sustainability of funding mechanisms (
                    <xref ref-type="bibr" rid="ref28">Kishun, 2007</xref>). According to 
                    <xref ref-type="bibr" rid="ref53">Sayed &amp; Motala (2012)</xref>, while the policy aims to alleviate student financial burdens, the strain on public finances is considerable. With competing budgetary priorities and limited resources (
                    <xref ref-type="bibr" rid="ref54">Sayed &amp; Soudien, 2005</xref>), sustaining fee-free higher education programs over the long term presents a significant challenge. Moreover, economic conditions and government revenue fluctuations further exacerbate funding availability uncertainties (
                    <xref ref-type="bibr" rid="ref39">Mokgotho et al., 2023</xref>). Following the study by 
                    <xref ref-type="bibr" rid="ref5">Ayuk &amp; Koma (2019)</xref>, addressing this challenge requires innovative financing models, including public-private partnerships and alternative revenue streams, to ensure the continued viability of fee-free higher education initiatives without compromising the quality of education or other essential services. Several studies (see e.g, 
                    <xref ref-type="bibr" rid="ref5">Ayuk &amp; Koma, 2019</xref>; 
                    <xref ref-type="bibr" rid="ref62">Varghese et al. 2023</xref>; 
                    <xref ref-type="bibr" rid="ref24">Jacobs et al. 2019</xref> and 
                    <xref ref-type="bibr" rid="ref32">Marire, 2017</xref>) have highlighted the role of investing in quality education and concerns of quality in the implementation of of fee-free higher education.</p>
                <p>Lastly, this research emphasises the transformative potential of fee-free higher education in South Africa. When there is a provision for equitable access to quality education, these initiatives can break the cycle of poverty and drive socioeconomic progress. Moreover, the alignment of fee-free higher education with global development agendas such as the Sustainable Development Goals (SDGs) and the African Agenda 2063 underscores its significance in advancing inclusive growth and fostering social cohesion. The implications of this research extend beyond academia, offering valuable insights for policymakers, educators, and stakeholders seeking to address educational inequalities and promote equitable access to higher education in South Africa and beyond.</p>
                <p>Free education has been highly debated in South Africa. However, technical grounds that supports decision-making in this regard has been less explored.</p>
            </sec>
        </sec>
        <sec id="sec9" sec-type="methods">
            <title>2. Methods</title>
            <p>The research methodology employed in this study utilises system dynamics, specifically causal loop diagrams (CLDs), to analyse the dynamics of fee-free higher education in South Africa. Initially developed by 
                <xref ref-type="bibr" rid="ref16">Forrester (2009)</xref>, system dynamics offers a framework to comprehend the structure and behaviour of complex systems. This methodology has found application across various domains, including project management (
                <xref ref-type="bibr" rid="ref59">Toole, 2005</xref>), education (
                <xref ref-type="bibr" rid="ref14">Faham et al., 2017</xref>), strategic planning (
                <xref ref-type="bibr" rid="ref20">Goyol &amp; Dala, 2013</xref>), and capacity planning (
                <xref ref-type="bibr" rid="ref63">Vlachos et al., 2007</xref>). CLDs, conceptualised by 
                <xref ref-type="bibr" rid="ref16">Forrester (2009)</xref> depict the interconnections and feedback loops within a system. These diagrams elucidate a system&#x2019;s structure and feedback mechanisms, facilitating the understanding of how behaviours manifest and enabling the development of strategies to address or mitigate them (
                <xref ref-type="bibr" rid="ref1">Abidin et al., 2017</xref>). Additionally, CLDs help ascertain the extent of interconnectivity between the focal system and other related systems, providing insights into the broader context of the issue under investigation (
                <xref ref-type="bibr" rid="ref1">Abidin et al., 2017</xref>).</p>
            <p>In this study, CLDs are used to descriptively explore the factors shaping the dynamics of fee-free higher education policy in South Africa. The primary objective of constructing a CLD in this context is to visually illustrate causal relationships and significant feedback loops among variables within the system, thereby providing a comprehensive understanding of the policy&#x2019;s implementation and impact.</p>
            <p>The key components of the diagram, as outlined by 
                <xref ref-type="bibr" rid="ref21">Haraldsson (2004)</xref>, include:
                <list list-type="alpha-lower">
                    <list-item>
                        <label>a.</label>
                        <p>Variables: Relevant elements for describing the system.</p>
                    </list-item>
                    <list-item>
                        <label>b.</label>
                        <p>Oriented arcs: Indicate causal relationships, with the + and - signs denoting positive or negative effects.</p>
                    </list-item>
                    <list-item>
                        <label>c.</label>
                        <p>Positive loops (denoted as R): Represent self-reinforcing loops, where an initial disturbance leads to further change, indicating an unstable equilibrium.</p>
                    </list-item>
                    <list-item>
                        <label>d.</label>
                        <p>Negative loops (denoted as B): Represent self-correcting or balancing loops, where the system seeks to return to equilibrium after a disturbance.</p>
                    </list-item>
                </list>
            </p>
            <p>These elements collectively form the Causal Loop Diagram (CLD), which visually illustrates causal relationships and significant feedback loops among variables within the system (
                <xref ref-type="bibr" rid="ref63">Vlachos et al., 2007</xref>). This methodology aligns with the research aim to evaluate the dynamics of fee-free higher education policy in South Africa. By using a causal loop diagram approach, the study descriptively explores the complex interplay of various factors shaping the policy. The methodology helps to address the research gap by providing a holistic view of how different elements interact within the system, shedding light on the underlying relationships that traditional analyses, such as regression analysis or comparative case studies, might overlook (
                <xref ref-type="bibr" rid="ref16">Forrester, 2009</xref>). Traditional methods often focus on linear relationships and isolated variables. In contrast, the causal loop diagram approach captures the interconnected factors and feedback loops inherent in the system (
                <xref ref-type="bibr" rid="ref21">Haraldsson, 2004</xref>), offering a comprehensive understanding of the policy&#x2019;s implementation and impact. This thorough understanding is crucial for policy-makers in developing effective strategies to enhance the policy&#x2019;s outcomes and mitigate potential challenges. The subsequent section details the construction of the CLD and its application to the research.</p>
            <p>CLDs have been constructed using two primary approaches: participatory processes or the collection of textual data through traditional qualitative methods such as interviews and document analysis. The participatory approach involves stakeholders in the analysis, facilitating a shared understanding of system complexity (
                <xref ref-type="bibr" rid="ref13">Eker et al., 2018</xref>). On the other hand, the textual data collection approach maintains high validity by utilizing multiple sources, which is particularly beneficial when participatory methods are impractical (
                <xref ref-type="bibr" rid="ref12">Eker &amp; Zimmermann, 2016</xref>; 
                <xref ref-type="bibr" rid="ref26">Kim &amp; Andersen, 2012</xref>; 
                <xref ref-type="bibr" rid="ref66">Yearworth &amp; White, 2013</xref>). This paper illustrates the application of the participatory data collection method to understand the complexities in higher education public funding.</p>
            <p>Participatory System Dynamics Modelling (SDM) approaches considers the complex, non-linear interactions among various elements that influence fee-free higher education, and integrates scientific and stakeholder knowledge. The effectiveness of this approach has been demonstrated in several recent studies (
                <xref ref-type="bibr" rid="ref68">Zomorodian et al., 2018</xref>; 
                <xref ref-type="bibr" rid="ref52">Santoro et al., 2019</xref>; 
                <xref ref-type="bibr" rid="ref46">Pagano et al., 2019</xref>; 
                <xref ref-type="bibr" rid="ref72">Coletta et al., 2024</xref>). Among the different participatory SDM methods, this work uses Causal Loop Diagrams (CLDs) to support collective system understanding and modeling (
                <xref ref-type="bibr" rid="ref37">Mirchi et al., 2012</xref>; 
                <xref ref-type="bibr" rid="ref23">Inam et al., 2015</xref>; 
                <xref ref-type="bibr" rid="ref19">Giordano et al., 2017</xref>; 
                <xref ref-type="bibr" rid="ref47">Perrone et al., 2020</xref>). CLDs help describe the complex interconnections and feedback loops affecting system dynamics, allowing for the identification of key mechanisms that produce expected co-benefits and generate trade-offs among stakeholders. CLDs were chosen for their ability to map and visualize interactions among different system components, making them accessible to non-experts and facilitating discussions among stakeholders and local experts (
                <xref ref-type="bibr" rid="ref23">Inam et al., 2015</xref>; 
                <xref ref-type="bibr" rid="ref72">Coletta et al, 2024</xref>).</p>
            <p>The construction of a CLD to analyse the dynamics of fee-free higher education in South Africa is the primary objective of this research, detailed further in the subsequent section. For this study Vensim Personal Learning Edition (PLE) software was used to develop the CLD. However, there are other softwares available such as Microsoft Visio, Anylogic and Visual Paradigm.</p>
            <sec id="sec10">
                <title>2.1 Motivation behind methodology</title>
                <p>Fee-free higher education policies operate within a complex socioeconomic and institutional context characterised by numerous interacting variables (
                    <xref ref-type="bibr" rid="ref38">Mlambo et al., 2018</xref>). Causal loop diagrams allow for the visualisation of these intricate relationships, enabling researchers to identify feedback loops and non-linear dynamics that may not be apparent through traditional analytical methods (
                    <xref ref-type="bibr" rid="ref16">Forrester, 2009</xref>). By mapping out causal relationships and feedback loops, causal loop diagrams facilitate a systemic understanding of fee-free higher education dynamics. This holistic perspective helps researchers uncover underlying patterns and mechanisms that drive policy implementation, impact, and outcomes, thereby informing more effective intervention strategies, as 
                    <xref ref-type="bibr" rid="ref1">Abidin et al. (2017)</xref> highlighted.</p>
                <p>Furthermore, unlike quantitative modelling techniques, such as econometric or statistical models, causal loop diagrams prioritise qualitative analysis and conceptual mapping. This approach is well-suited to exploratory research endeavours seeking to elucidate the complexities of social systems and policy environments, where precise numerical data may be limited or uncertain, as emphasised by 
                    <xref ref-type="bibr" rid="ref21">Haraldsson (2004)</xref>. Causal loop diagrams offer a participatory research tool that can engage stakeholders in the research process, similar to the research methodology (
                    <xref ref-type="bibr" rid="ref59">Toole, 2005</xref>). Researchers can harness collective knowledge and perspectives by involving policymakers, educators, students, and other relevant actors in developing causal loop diagrams to create more robust and inclusive analyses of fee-free higher education dynamics.</p>
            </sec>
            <sec id="sec11">
                <title>2.2 Context and problem description</title>
                <p>The context of this research revolves around the pursuit of equitable access to higher education in post-apartheid South Africa, where historical injustices and socioeconomic disparities have limited opportunities for historically marginalised communities. Despite efforts to broaden access through fee-free higher education initiatives, challenges persist, including questions about the sustainability of funding mechanisms, the quality of education, and the adequacy of support services for disadvantaged students. Addressing these challenges is imperative to ensure that fee-free higher education policies promote inclusivity and foster social mobility. Therefore, this research seeks to evaluate the dynamics of fee-free higher education in South Africa, exploring the interplay of socioeconomic, political, and institutional factors through the causal loop diagram.</p>
            </sec>
            <sec id="sec12">
                <title>2.3 Developing the causal loop</title>
                <p>This section demonstrates the step by step framework of the mothod which was adopted in developing the causal loop diagram based on the System Thinking principles. The causal loop was development was carried out in three phases as illustrated in 
                    <xref ref-type="table" rid="T1">Table 1</xref>.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>Table 1. </label>
                    <caption>
                        <title>Phases adopted for the development of the causal loop diagram (adopted from 
                            <xref ref-type="bibr" rid="ref72">Coletta et al., 2024</xref>).</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">No.</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Phase</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Aim</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Method</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Expected Outcome</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Literature review and preliminary Causal Loop Diagram (CLD) building</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">To build a preliminary CLD, based on the scientific knowledge and background information on the study area</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>
                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Literature review on fee-free higher education</p>
                                            </list-item>
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Gathering information about the study area, for example, from reports, existing models, etc.</p>
                                            </list-item>
                                        </list>
                                    </p>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">A preliminary CLD on the study area, based on the scientific knowledge, focused on fee-free higher education</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Interviews with stakeholders for preliminary CLD improvement</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">To collect and structure stakeholder knowledge for improving the key cause-effect relationship of the preliminary CLD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>
                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Informal discussions with stakeholders and experts</p>
                                            </list-item>
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Integration of scientific and stakeholder knowledge</p>
                                            </list-item>
                                        </list>
                                    </p>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">A CLD on urban flood risk which integrates scientific and stakeholder knowledge</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">CLD causal structure validation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">CLD causal structure validation To validate general structure and key CLD connections</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Collective model testing and participatory exercises</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Final structure of CLD</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>The first phase was to conduct a literature review and develop a preliminary causal loop diagram based on the existing knowledge of the scenario as well as the concept. This process involved an in-depth review of published articles on CLDs to understand the intricate details of the various methods that could be followed in its development as well as studying published work on fee free higher education in South Africa to identify the key variables at play. Studies show that a CLD can be co-developed with the stakeholders directly (
                    <xref ref-type="bibr" rid="ref23">Inam et al., 2015</xref>; 
                    <xref ref-type="bibr" rid="ref47">Perrone et al., 2020</xref>; 
                    <xref ref-type="bibr" rid="ref72">Coletta et al., 2024</xref>), however, there is a significant role that independently exploring literature and developing a preliminary CLD plays in understanding the background of the dynamics of the problem. The preliminary CLD was developed to explicitly illustrate the current understanding of the relationships between the key players on the dynamics of fee-free higher education on the basis of the literature that was reviewed. The model was subsequently improved after the stakeholder and expert discussions were held.</p>
                <p>The second phase of developing the CLD was to involve stakeholder and expert for their input on the preliminary CLD which was developed in phase 1. This involved individual detailed informal discussions on the topic of fee-free higher education in South Africa with the aim to add value and contribute to knowledge to the CLD by addressing the system boundaries in relation to the subject, the causality (cause and effect) of the relationships, and improving the overall CLD (
                    <xref ref-type="bibr" rid="ref23">Inam et al., 2015</xref>; 
                    <xref ref-type="bibr" rid="ref74">Kotir et al., 2016</xref>; 
                    <xref ref-type="bibr" rid="ref77">Pluchinotta et al., 2021</xref>; 
                    <xref ref-type="bibr" rid="ref51">Salvia et al., 2021</xref>; 
                    <xref ref-type="bibr" rid="ref72">Coletta et al., 2024</xref>). The preliminary CLD was shared with the stakeholders and experts during the discussions to ensure that the discussions are concise, remain within the context of the subject and they add value. 
                    <xref ref-type="fig" rid="f1">Figure 1</xref> shows the preliminary CLD.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Preliminary causal loop diagram for fee-free higher education.</title>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/170454/1c84df5a-c2f3-41b1-b0b8-2e442cb27bda_figure1.gif"/>
                </fig>
                <p>The third and last phase of this study entailed the validation of the CLD by stakeholders and experts. Scholars have cited that a CLD using the participatory method can be validated by involving stakeholders and experts during various phases of the modelling process (
                    <xref ref-type="bibr" rid="ref37">Mirchi et al., 2012</xref>; 
                    <xref ref-type="bibr" rid="ref72">Coletta et al., 2024</xref>). A number of studies in different fields have as such used this to validate their work (see e.g. 
                    <xref ref-type="bibr" rid="ref7">Bertone et al., 2019</xref>; 
                    <xref ref-type="bibr" rid="ref46">Pagano et al., 2019</xref>; 
                    <xref ref-type="bibr" rid="ref49">Sahin et al., 2016</xref>; 
                    <xref ref-type="bibr" rid="ref57">Susnik et al., 2012</xref>). The another set of meetings with the stakeholders was arranged for the validation of the CLD. The variables were divided into thematic clusters and stakeholders were asked to validate relationships particularly where stakeholders expressed conflicting views in phase 2 and where there was not sufficient literature. Once the causal relationships were finalized, meetings with experts were arranged to validate the final CLD structure which incorporates both the stakeholders and experts, as well as the scientific knowledge.</p>
            </sec>
        </sec>
        <sec id="sec13">
            <title>3. Causal loop diagram for fee-free higher education in South Africa</title>
            <p>The concept of fee-free higher education is not merely an isolated policy decision; it represents a complex system influenced by a number of interacting factors, including economic, social, and political dynamics as illustrated in 
                <xref ref-type="fig" rid="f1">Figure 1</xref>. Understanding these interdependencies is crucial in the developing the CLD. This section presents and discusses the CLD which encapsulates the key variables and their interactions within the context of fee-free higher education in South Africa. It is important to note that the CLD is a description based on the current available knowledge which can be revised and updated. It is not singular and final view of the analysed system.</p>
            <sec id="sec14">
                <title>3.1 Socioeconomic factors</title>
                <p>The causal loop diagram (CLD) below (
                    <xref ref-type="fig" rid="f2">Figure 2</xref>) aims to expound the dynamics of fee-free higher education in South Africa by examining socioeconomic factors influencing its implementation and impact. The diagram encompasses variables grouped under the socioeconomic category, including student enrolment, student success rate, unemployed individuals, graduates, employed individuals, employed population, gross domestic product (GDP), and economic development.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>Figure 2. </label>
                    <caption>
                        <title>Causal relationships for social-economic factors influencing fee-free higher education.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/170454/1c84df5a-c2f3-41b1-b0b8-2e442cb27bda_figure2.gif"/>
                </fig>
                <p>The CLD delineates various causal relationships among these variables with several reinforcing loops (R1, R3 &amp; R4) and one balancing loop (B2). Foremost, student enrolment is positively related to the student success rate (see loop R4), indicating that higher enrolment rates may lead to improved student outcomes, supported by the study by 
                    <xref ref-type="bibr" rid="ref34">Matsolo et al. (2016)</xref>. This underscores the importance of ensuring access to education and the quality and support mechanisms necessary for student retention and achievement. Also, it resonates with the research emphasising the need for comprehensive student support services to enhance educational outcomes and maximise the benefits of fee-free higher education policies (
                    <xref ref-type="bibr" rid="ref10">Donald et al., 2018</xref>). This positive relationship extends to graduates, suggesting that increased student success rates can result in more graduates entering the workforce.</p>
                <p>Furthermore, graduates hold significant implications for unemployment and employment dynamics. Graduates have positive relationships with unemployed and employed individuals, implying that they can contribute to reducing unemployment or increasing employment. This highlights the potential of higher education in addressing labour market challenges and promoting socioeconomic inclusion, which aligns with the study by 
                    <xref ref-type="bibr" rid="ref64">Vogel (2015)</xref>. Conversely, the CLD also suggests that the impact of fee-free higher education on employment outcomes may vary, necessitating targeted interventions to ensure alignment between educational qualifications and labour market demands (
                    <xref ref-type="bibr" rid="ref10">Donald et al., 2018</xref>).</p>
                <p>In addition, economic development emerges as a central factor influenced by multiple variables in the CLD. It has positive relationships with GDP and the employed population (see loops R1 &amp; R3), indicating that economic growth fosters both increased economic output and higher employment levels. This shows the importance of education in driving economic development and creating opportunities for gainful employment, as supported by 
                    <xref ref-type="bibr" rid="ref35">Melguizo et al. (2017)</xref>. Similarly, this highlights the positive correlation between investment in higher education, human capital development, and economic prosperity (
                    <xref ref-type="bibr" rid="ref30">Lauder &amp; Mayhew, 2020</xref>).</p>
                <p>Lastly, the CLD also explains feedback loops within the system. Economic development forms a positive feedback loop with employed and unemployed individuals despite the negative relationship between unemployment and economic development (see loop B2). This suggests that sustained economic growth can lead to further employment and overall socioeconomic development (
                    <xref ref-type="bibr" rid="ref34">Matsolo et al., 2016</xref>), thereby creating a balance in the system. Similarly, GDP exhibits a positive feedback loop to economic development, emphasising the reinforcing nature of economic growth through various channels. Leveraging these feedback loops effectively requires holistic approaches that address systemic barriers to education and employment, thereby maximising the socioeconomic impact of fee-free higher education initiatives (
                    <xref ref-type="bibr" rid="ref55">Sneyers &amp; De Witte, 2017</xref>).</p>
            </sec>
            <sec id="sec15">
                <title>3.2 Political factors</title>
                <p>The causal loop diagram (CLD) below (see 
                    <xref ref-type="fig" rid="f3">Figure 3</xref>) provides a comprehensive framework for understanding the complex relationships among political variables influencing fee-free higher education in South Africa. The analysis dives into the variables of budget allocation to universities, higher education budget, national budget, and availability of funds, shedding light on their interplay and implications for educational access and quality.</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>Figure 3. </label>
                    <caption>
                        <title>Causal relationships for political factors influencing fee-free higher education.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/170454/1c84df5a-c2f3-41b1-b0b8-2e442cb27bda_figure3.gif"/>
                </fig>
                <p>One of the prominent findings from the CLD is the strong positive relationship between economic growth, as measured by GDP, and government spending, represented by the national budget (see loop R1). This relationship accentuates the pivotal role of economic prosperity in enabling governments to allocate more resources to critical sectors such as education, resonating with the research by 
                    <xref ref-type="bibr" rid="ref22">Heintz and Pollin (2008)</xref>. Studies have shown that countries with higher GDP per capita tend to invest more in education, reflecting the importance of economic development in supporting public spending on social services (
                    <xref ref-type="bibr" rid="ref17">Fowles, 2014</xref>). In the context of South Africa, this finding denotes the potential for sustained economic growth to bolster government support for fee-free higher education initiatives (
                    <xref ref-type="bibr" rid="ref60">Tregenna, 2015</xref>).</p>
                <p>In addition, the CLD illuminates the linkages between the national and higher education budgets, emphasising the significance of political decisions in shaping funding priorities. Government budget allocations directly influence the financial resources available for higher education (
                    <xref ref-type="bibr" rid="ref6">Barro, 2013</xref>), impacting the affordability and accessibility of tertiary education for students. This finding also aligns with literature highlighting the critical role of government funding in supporting higher education institutions and ensuring equitable access to quality education (
                    <xref ref-type="bibr" rid="ref61">Van Der Berg et al., 2011</xref>).</p>
                <p>Moreover, the CLD explains the importance of adequate funding for higher education in facilitating the availability of funds for universities, aligning with the study by 
                    <xref ref-type="bibr" rid="ref45">Oketch (2016)</xref>. The positive relationship between the higher education budget and the availability of funds indicates that government investments in tertiary education directly impact the financial resources accessible to institutions. This suggests that robust government support is essential for ensuring the sustainability of fee-free higher education initiatives and enhancing the capacity of universities to accommodate students (
                    <xref ref-type="bibr" rid="ref8">Brewer &amp; McEwan, 2010</xref>).</p>
                <p>Another significant insight emerging from the CLD is the presence of a positive feedback loop between the national budget, student enrolment, and budget allocation to universities (see loops R4 &amp; R7). This feedback loop suggests a reinforcing cycle wherein increased government spending on education leads to higher student enrolment, prompting further budget allocations to universities. This finding underscores the potential for proactive government investment in education to stimulate demand for higher education and drive expansion and improvement in the tertiary education sector (
                    <xref ref-type="bibr" rid="ref14">Faham et al., 2017</xref>). It also points to the need for strategic policy interventions to ensure sustained government support for fee-free higher education initiatives and promote inclusive and equitable tertiary education for all South Africans, as explained by 
                    <xref ref-type="bibr" rid="ref53">Sayed &amp; Motala (2012)</xref>.</p>
            </sec>
            <sec id="sec16">
                <title>3.3 Institutional factors</title>
                <p>The causal loop diagram (CLD) below (see 
                    <xref ref-type="fig" rid="f4">Figure 4</xref>) explores the institutional dynamics surrounding fee-free higher education in South Africa, offering a detailed examination of variables related to the capacity of institutions, infrastructure, and staff. These institutional factors play critical roles in shaping the accessibility, quality, and effectiveness of higher education initiatives, making them essential components for analysis and understanding.</p>
                <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                    <label>Figure 4. </label>
                    <caption>
                        <title>Causal relationships for institutional factors influencing fee-free higher education.</title>
                    </caption>
                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/170454/1c84df5a-c2f3-41b1-b0b8-2e442cb27bda_figure4.gif"/>
                </fig>
                <p>One of the key insights from the CLD is the positive relationship between budget allocation to universities and the capacity of institutions (see loop R7). This relationship underlines the fundamental role of financial resources in bolstering institutional capacity, as supported by 
                    <xref ref-type="bibr" rid="ref58">Tewari &amp; Ilesanmi (2020)</xref>. Adequate funding enables higher education institutions to invest in essential areas such as infrastructure development, faculty recruitment, and academic programs, thereby enhancing their capacity to accommodate students and deliver quality education (
                    <xref ref-type="bibr" rid="ref61">Van Der Berg et al., 2011</xref>).</p>
                <p>Likewise, the CLD points to the interconnectedness between infrastructure, staff, and the capacity of institutions. Investments in infrastructure, including buildings, laboratories, libraries, and technology, are crucial for creating conducive learning environments and supporting academic activities (
                    <xref ref-type="bibr" rid="ref58">Tewari &amp; Ilesanmi, 2020</xref>). Similarly, the availability of qualified and motivated staff members, including professors, lecturers, and support personnel, is essential for delivering high-quality teaching, research, and student support services (
                    <xref ref-type="bibr" rid="ref45">Oketch, 2016</xref>).</p>
                <p>In addition, the positive relationship between the capacity of institutions and student enrolment underlines the significance of institutional development in driving educational access and participation, resonating with 
                    <xref ref-type="bibr" rid="ref58">Tewari and Ilesanmi (2020)</xref>. Institutions with robust capacity are better equipped to accommodate larger cohorts of students, offer diverse programs, and provide adequate support services to ensure student success. By expanding institutional capacity, higher education institutions can play a pivotal role in addressing the growing demand for tertiary education and promoting inclusive access for historically marginalised and underrepresented groups (
                    <xref ref-type="bibr" rid="ref54">Sayed &amp; Soudien, 2005</xref>). This feedback loop underscores the importance of ongoing investment and strategic planning to sustainably expand institutional capacity and meet the evolving needs of students and society (
                    <xref ref-type="bibr" rid="ref14">Faham et al., 2017</xref>).</p>
                <p>
                    <xref ref-type="fig" rid="f5">Figure 5</xref> shows the final CLD. A list of the variables and their descriptions pertaining to this CLD are shown in 
                    <xref ref-type="table" rid="T2">Table 2</xref> below.</p>
                <fig fig-type="figure" id="f5" orientation="portrait" position="float">
                    <label>Figure 5. </label>
                    <caption>
                        <title>The final causal loop diagram for a fee-free higher education.</title>
                    </caption>
                    <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/170454/1c84df5a-c2f3-41b1-b0b8-2e442cb27bda_figure5.gif"/>
                </fig>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>Table 2. </label>
                    <caption>
                        <title>List of Variables and descriptions.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Variables</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Description</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">GDP</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">National income</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">National Budget</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Planned allocation of the national income</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Higher Education Budget</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Planned allocation to higher education</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Availability of Funds</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Actual money that is available for higher education</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Budget Allocation Universities</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The money that gets distributed to universities</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Capacity of Institutions</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The number of students the universities can accommodate</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Student Enrolment</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The number of students that register into the universities</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Student Success Rate</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The rate at which the students progress through the stages in the university</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Graduation</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Students that complete their course</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Quality of Education</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The effectiveness of the educational system in providing students with the knowledge, skills, and competencies necessary for personal development, economic productivity, and responsible citizenship.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Unemployment</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Graduates who do not have a source of income</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Employment</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Graduates who are absorbed into the workplace</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Entrepreneurship</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Graduates who create an income for themselves</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Economic Development</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The national contribution made towards improving the economic well-being and quality of life of its people through growth in income, job creation, and the enhancement of infrastructure and services.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Infrastructure</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The facilities and systems within the universities that enable a safe and capable learning environment</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Staff</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Employees of the universities that serve in various role necessary for its operation and success.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Population</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The number of people in the South Africa</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Employed Population</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The number of people who earn an income in South Africa</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Unemployed Population</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The number of who have no source of income in South Africa</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Matric Students</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The number of students in their final year of secondary education</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Matric Pass Rate</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The rate at which final year secondary school students successfully complete and pass their final year of secondary school examinations.</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Matric Students with Bachelor Pass</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">The number of secondary school students who qualify for tertiary (higher) education.</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec17">
                <title>3.4 Implications of fee-free higher education in south africa to sustainable development goals and African Agenda 2063</title>
                <p>The research findings on evaluating fee-free higher education in South Africa resonate strongly with several Sustainable Development Goals (SDGs) and the aspirations of the African Agenda 2063. The study emphasises the importance of equitable access to quality education, economic empowerment, and reducing socioeconomic disparities, all of which are central to the global development agenda.</p>
                <p>The research&#x2019;s alignment with 
                    <italic toggle="yes">
                        <bold>Sustainable Development Goal 4 (SDG 4), Quality Education</bold>,</italic> underscores its potential in addressing global priorities for inclusive and quality education. SDG 4 is a beacon for fostering equitable access to education and promoting lifelong learning opportunities for people worldwide (
                    <xref ref-type="bibr" rid="ref27">Kioupi &amp; Voulvoulis, 2019</xref>). By emphasising the importance of enhancing student success rates and increasing the number of graduates, the research aligns closely with the core objectives of SDG 4, which seek to ensure that education is accessible, equitable, and of high quality for all individuals, regardless of background or circumstance.</p>
                <p>Through its focus on improving student success rates, the research addresses barriers to educational attainment and strives to create a more inclusive learning environment. By identifying and addressing factors that hinder academic achievement, such as financial constraints, inadequate support services, and systemic inequalities, the research aims to promote equal access to educational opportunities and ensure that every learner has the chance to thrive, concurring with the perceptions of 
                    <xref ref-type="bibr" rid="ref25">Jordaan, Van Heerden, and Jordaan (2014)</xref>. Furthermore, by advocating for increased graduates, the research expands access to higher education and vocational training, empowering individuals with the knowledge and skills needed to contribute meaningfully to society. This aligns with SDG 4&#x2019;s overarching goal of building a more educated, skilled, and empowered global population capable of driving sustainable development and fostering social progress (
                    <xref ref-type="bibr" rid="ref27">Kioupi &amp; Voulvoulis, 2019</xref>).</p>
                <p>
                    <bold>
                        <italic toggle="yes">Sustainable Development Goal 8 (SDG 8): Decent Work and Economic Growth.</italic>
                    </bold> SDG 8 emphasises the importance of promoting sustained, inclusive, and sustainable economic growth and fostering full and productive employment for all individuals (
                    <xref ref-type="bibr" rid="ref18">Frey, 2018</xref>). By equipping graduates with the skills, knowledge, and qualifications needed for employment, fee-free higher education initiatives play a crucial role in advancing the objectives of SDG 8. As graduates enter the workforce, they contribute to creating new job opportunities, innovation, and productivity enhancements, thereby driving economic growth and development, according to research by 
                    <xref ref-type="bibr" rid="ref6">Barro (2013)</xref>.</p>
                <p>Moreover, the positive correlation between graduates and employment stresses the critical role of education in facilitating labour market participation and reducing unemployment rates (
                    <xref ref-type="bibr" rid="ref30">Lauder &amp; Mayhew, 2020</xref>). By investing in higher education and expanding access to quality educational opportunities, countries can cultivate a skilled and adaptable workforce capable of meeting the demands of evolving industries and technological advancements supported by 
                    <xref ref-type="bibr" rid="ref64">Vogel (2015)</xref>. This not only enhances individual employability and earning potential but also strengthens the overall resilience and competitiveness of the economy. In this way, fee-free higher education initiatives serve as catalysts for achieving the goals of SDG 8 by promoting inclusive economic growth, reducing inequalities, and ensuring that no one is left behind in the pursuit of decent work and sustainable livelihoods.</p>
                <p>
                    <bold>
                        <italic toggle="yes">Sustainable Development Goal 10 (SDG 10): Reduced Inequalities.</italic>
                    </bold> SDG 10 accentuates the importance of reducing inequalities within and among countries, including income, education, and access to opportunities (
                    <xref ref-type="bibr" rid="ref27">Kioupi &amp; Voulvoulis, 2019</xref>). By addressing disparities in access to higher education, fee-free higher education initiatives play a crucial role in promoting social inclusion and levelling the playing field for individuals from marginalised communities, in line with the research by 
                    <xref ref-type="bibr" rid="ref40">Motala et al. (2023)</xref>. By removing financial barriers to education, these initiatives enable students from low-income backgrounds and historically marginalised groups to access higher education, thereby narrowing the gap between privileged and disadvantaged groups and fostering more significant social equity (
                    <xref ref-type="bibr" rid="ref48">Reddy, 2004</xref>).</p>
                <p>Moreover, the research findings highlight the potential of fee-free higher education initiatives to improve outcomes for historically marginalised groups, such as reducing dropout rates, increasing graduation rates, and enhancing employment opportunities, which also correlates with the study of 
                    <xref ref-type="bibr" rid="ref55">Sneyers &amp; De Witte (2017)</xref>. By providing students from marginalised backgrounds with the resources and support needed to succeed in higher education, these initiatives contribute to breaking the cycle of intergenerational poverty and inequality (
                    <xref ref-type="bibr" rid="ref8">Brewer &amp; McEwan, 2010</xref>). Furthermore, by promoting diversity and inclusivity within higher education institutions, fee-free higher education initiatives create opportunities for individuals from diverse backgrounds to thrive and contribute to society (
                    <xref ref-type="bibr" rid="ref42">Ndaba, 2023</xref>). In this way, free higher education initiatives align with the objectives of SDG 10 by addressing systemic inequalities and promoting a more equitable and inclusive society for all members.</p>
                <p>
                    <bold>
                        <italic toggle="yes">African Agenda 2063:</italic>
                    </bold> The research findings are closely aligned with the aspirations outlined in the African Agenda 2063, a strategic framework for the socioeconomic transformation of the African continent. One of the key pillars of the African Agenda 2063 is human capital development, which emphasises the importance of investing in education, skills development, and lifelong learning to unlock the potential of Africa&#x2019;s youth population (
                    <xref ref-type="bibr" rid="ref2">Addaney, 2018</xref>). By investing in fee-free higher education initiatives, South Africa can contribute significantly to advancing this objective by equipping its youth with the knowledge, skills, and qualifications needed to drive economic growth, innovation, and sustainable development across the continent (
                    <xref ref-type="bibr" rid="ref9">DeGhetto et al., 2016</xref>). Through access to quality higher education, South African youth can become catalysts for positive change, leveraging their expertise and talents to address pressing challenges and seize emerging opportunities in key sectors such as technology, healthcare, and agriculture, corroborating with the research by 
                    <xref ref-type="bibr" rid="ref48">Reddy (2004)</xref>.</p>
                <p>Furthermore, the research&#x2019;s focus on fee-free higher education aligns with the goal of economic transformation outlined in the African Agenda 2063. By expanding access to higher education and promoting skills development, South Africa can foster a more dynamic and competitive economy, generating employment, reducing poverty, and promoting shared prosperity for all citizens (
                    <xref ref-type="bibr" rid="ref36">Mhangara et al., 2019</xref>). By nurturing a skilled and entrepreneurial workforce, fee-free higher education initiatives lay the foundation for sustainable economic growth and inclusive development, aligning with the vision of the African Agenda 2063 to create &#x201c;the Africa We Want&#x201d; - a continent characterised by shared prosperity, peace, and sustainable development (
                    <xref ref-type="bibr" rid="ref43">Nicolaides, 2011</xref>). In this way, South Africa&#x2019;s investment in fee-free higher education benefits its citizens. It contributes to advancing the broader goals of socioeconomic transformation and continental integration outlined in the African Agenda 2063 (
                    <xref ref-type="bibr" rid="ref36">Mhangara et al., 2019</xref>).</p>
            </sec>
        </sec>
        <sec id="sec18" sec-type="conclusion">
            <title>4. Conclusion</title>
            <p>This research has comprehensively evaluated the dynamics surrounding fee-free higher education in South Africa by employing a causal loop approach to analyse the interplay of socio-economic, political, and institutional factors that shaped the policy. The study contextualised fee-free higher education within the historical legacy of apartheid-era inequalities and the subsequent governmental efforts to address them. Key findings highlighted the potential of fee-free education to foster social mobility, economic empowerment, and inclusive development. However, the policy&#x2019;s implementation revealed gaps between formulation and practice, underscoring the need for comprehensive reforms to streamline administrative processes and ensure financial sustainability. By aligning with global development agendas like the SDGs and the African Agenda 2063, the study emphasised the transformative potential of fee-free higher education in South Africa. The implications of this research extend beyond academia, offering insights for policymakers and stakeholders aiming to address educational inequalities and promote equitable access to higher education in South Africa and beyond.</p>
            <sec id="sec24">
                <title>4.1 Limitations and future research directions</title>
                <p>While this study provides significant insights into implementing fee-free higher education in South Africa, it has several limitations. The research primarily relied on secondary data and causal loop diagram analysis, which may not fully capture the keen perspectives of policymakers and other stakeholders involved in the policy&#x2019;s implementation. Future research should incorporate interviews and other qualitative methodologies to add more data and policymakers&#x2019; views on the main problems and perceptions that authorities and policymakers face implementing the policy. This approach would provide a more comprehensive understanding of the challenges and practical realities encountered during the policy implementation.</p>
                <p>Secondly, the study&#x2019;s focus was predominantly on the structural and systemic aspects of the policy, potentially overlooking individual experiences and localised impacts. Future research should address these gaps by exploring the lived experiences of students, educators, and administrators within the fee-free higher education framework. Lastly, longitudinal studies could offer deeper insights into the long-term effects and sustainability of the policy. Future research should expand the geographical scope to include comparisons with other countries implementing similar policies to enrich the understanding of best practices and potential pitfalls.</p>
            </sec>
            <sec id="sec19">
                <title>Ethics and consent</title>
                <p>Ethical approval and consent were not required.</p>
            </sec>
        </sec>
    </body>
    <back>
        <sec id="sec22" sec-type="data-availability">
            <title>Data availability</title>
            <p>No data are associated with this article.</p>
            <sec id="sec23">
                <title>Extended data</title>
                <p>No extended data was used.</p>
            </sec>
        </sec>
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    </back>
    <sub-article article-type="reviewer-report" id="report331942">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.170454.r331942</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Yende</surname>
                        <given-names>Sakhiseni</given-names>
                    </name>
                    <xref ref-type="aff" rid="r331942a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r331942a1">
                    <label>1</label>University of the Western Cape, Cape Town, South Africa</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>28</day>
                <month>11</month>
                <year>2024</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Yende S</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport331942" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.152478.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Dear Journal Editor- I now had an opportunity to review the article titled:&#x00a0;Evaluating the dynamics of fee-free higher education in South Africa: a causal loop diagram approach</p>
            <p> </p>
            <p> 
                <bold>Summary of the Article</bold>
            </p>
            <p> The article explores the dynamics of implementing fee-free higher education in South Africa using a causal loop diagram approach. The study examines the systemic interactions between social, economic, and policy variables that influence the feasibility and sustainability of fee-free education. The authors have presented a novel methodology by applying systems thinking to analyse the complex interdependencies in the higher education sector, contributing valuable insights to the ongoing discourse on equitable access to education.&#x00a0;</p>
            <p> </p>
            <p> 
                <bold>Evaluation of the Article</bold>
            </p>
            <p> 
                <italic>Significance and Contribution</italic>
            </p>
            <p> The article addresses a critical topic with national and global implications. It sheds light on a pressing issue in South African higher education and provides an innovative analytical framework. The application of causal loop diagrams adds a fresh perspective to the literature.</p>
            <p> 
                <bold>Strengths</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>The topic is timely and relevant.</p>
                    </list-item>
                    <list-item>
                        <p>The methodology is well-suited for understanding complex systems.</p>
                    </list-item>
                    <list-item>
                        <p>The discussion highlights practical implications for policymakers.</p>
                    </list-item>
                </list> 
                <bold>Weaknesses and Areas for Improvement</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>
                            <bold>Clarity of Objectives</bold>: The research objectives could be articulated more explicitly in the introduction to help readers understand the study&#x2019;s scope and goals.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Literature Review</bold>: While the article references key studies, there is a need to expand the literature review to include recent and diverse perspectives on fee-free education, particularly from developing countries with similar socio-economic contexts.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Methodological Rigour</bold>: The causal loop diagram methodology is novel.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Limitations</bold>: The article does not sufficiently acknowledge the limitations of the study or the causal loop diagram approach, which might oversimplify certain real-world complexities.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Recommendations</bold>: While the discussion is insightful, the recommendations for policymakers could be expanded with concrete, actionable strategies supported by the findings.&#x00a0;</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Musicology, ethnomusicology, music education, higher education; African music, gospel music, opera, political sciences, and education</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report335032">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.170454.r335032</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Qureshi</surname>
                        <given-names>Fayyaz Hussain</given-names>
                    </name>
                    <xref ref-type="aff" rid="r335032a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r335032a1">
                    <label>1</label>Oxford Business College, Oxford, England, UK</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>14</day>
                <month>11</month>
                <year>2024</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Qureshi FH</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport335032" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.152478.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>Evaluating the dynamics of fee-free higher education in South Africa: a causal loop diagram approach</bold>
            </p>
            <p> 
                <bold>Comments</bold>
            </p>
            <p> 
                <bold>Abstract</bold> 
                <list list-type="order">
                    <list-item>
                        <p>
                            <bold>Clarity and Scope: </bold>The abstract provides a clear overview of the study&#x2019;s purpose, methodology, and key findings. However, it could benefit from a more explicit statement on the specific research questions or objectives. Clarifying the main issues that the research seeks to address within fee-free higher education in South Africa would strengthen the background section. Please use the full form and abbreviation (causal loop diagram&#x00a0;CLD), abbreviation is missing under the heading of Background.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Methodology</bold>: The mention of a participatory approach and causal loop diagram (CLD) is informative, but additional context on the methodology would improve clarity. Briefly elaborating on why the causal loop diagram approach was chosen and how it uniquely contributes to understanding the complexities of fee-free education would enhance the reader&#x2019;s understanding of the research&#x2019;s significance.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Results and Implications</bold>: The abstract summarizes findings effectively; however, the results section would be strengthened by including more specific examples of the identified causal relationships. This would make the findings more tangible for readers. Additionally, indicating the broader implications of these findings for policy-making, particularly concerning the socioeconomic and political landscape in South Africa, would underscore the study&#x2019;s relevance.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Conclusion</bold>: The conclusion effectively highlights the need for reforms but could be more definitive about the recommended actions. Adding a sentence on potential reform areas or the types of administrative changes that could address identified issues would provide a more actionable insight for readers.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Language and Flow</bold>: The abstract is well-written overall, though minor revisions for flow and coherence would improve readability. For instance, rephrasing "the CLD has explicitly mapped out the causal relationships which play a fundamental role" to a more concise statement would increase clarity.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Completeness</bold>: Consider including a brief mention of limitations or future research directions to provide a fuller picture of the study's scope and potential next steps.</p>
                    </list-item>
                </list> 
                <bold>Overall</bold>: This abstract presents a satisfactory foundation, but with minor additions to the methodology, examples in the results, and a more actionable conclusion, it would be more comprehensive and impactful.</p>
            <p> 
                <bold>Introduction </bold>
            </p>
            <p> The introduction provides a comprehensive background, detailing the significance of higher education in South Africa, its historical context, and the policy challenges related to fee-free education. However, the section could benefit from a clearer statement of the problem to succinctly define the core issues motivating the study. This would allow readers to more immediately understand the central focus of the research.</p>
            <p> 
                <bold>Theoretical Framework</bold>: The introduction would be enhanced by explicitly linking the discussion of complexity science and policy analysis to a broader theoretical framework or set of concepts guiding the research. This could provide a stronger foundation for understanding how CLD fits within the existing body of literature on educational policy analysis.</p>
            <p> 
                <bold>Literature Review and Relevance</bold>: The review of related studies, such as the impacts of fee-free higher education and the socioeconomic context of South Africa, is satisfactory. However, some of the cited studies could be more closely tied to the specific dynamics of fee-free education rather than broader socioeconomic issues. Streamlining the literature review to focus on studies directly related to fee-free education and similar CLD applications would enhance its relevance.</p>
            <p> 
                <bold>Dynamics of Fee-Free Higher Education in South Africa</bold>
            </p>
            <p> The section effectively situates the debate on fee-free higher education within a global context, drawing useful comparisons between South Africa and other countries. However, it could be enhanced by linking these international examples more directly to South Africa&#x2019;s specific socioeconomic context, helping readers understand how South Africa&#x2019;s unique historical and economic landscape influences its approach.</p>
            <p> The mention of various stakeholders (e.g., DHET, National Treasury, student representatives) is valuable, yet the role and influence of these stakeholders in shaping policy outcomes could be elaborated further. Discussing how competing interests and constraints influence the decision-making process could provide a richer understanding of the challenges faced in implementing fee-free education.</p>
            <p> 
                <bold>Policy framework of fee-free higher education</bold>
            </p>
            <p> The section provides a detailed overview of the key components of South Africa's fee-free higher education policy, notably the role of NSFAS and legislative measures aimed at promoting inclusivity. This foundation is valuable for understanding the operational framework of fee-free education.</p>
            <p> The section could benefit from a more targeted discussion of how to address specific barriers, such as administrative decentralization. For example, suggestions for centralizing certain NSFAS functions or digitizing application processes could add actionable insights to the policy framework.</p>
            <p> 
                <bold>Challenges and opportunities of fee-free higher education in South Africa</bold>
            </p>
            <p> The section effectively presents the dual nature of fee-free higher education, outlining both its potential to drive social and economic progress and the challenges it poses in terms of funding and sustainability. This balanced approach is commendable and captures the policy's complexities well. However, strengthening the analysis with more concrete examples of successful funding models and quality-maintenance strategies would add depth, making the discussion even more valuable for stakeholders involved in education policy planning.</p>
            <p> 
                <bold>Methods</bold>
            </p>
            <p> The section provides a thorough overview of the system dynamics methodology and its specific application using Causal Loop Diagrams (CLDs). The methodology section demonstrates a well-considered approach, using system dynamics to address complex, interconnected factors in fee-free higher education policy. Adding more context on specific stakeholder engagement and justifying software selection would strengthen the methodological transparency and comprehensiveness for readers and reviewers.</p>
            <p> The motivation for selecting causal loop diagrams (CLDs) is well-founded, particularly given the complex and interconnected nature of fee-free higher education policies.</p>
            <p> 
                <bold>Causal loop diagram for fee-free higher education in South Africa</bold>
            </p>
            <p> 
                <bold>Suggestions for Improvement</bold>: 
                <list list-type="bullet">
                    <list-item>
                        <p>
                            <bold>Clarify Key Variables</bold>: Provide a brief description of the key variables involved in the CLD (e.g., funding, student access, quality of education, economic constraints, political support).</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Expand on the Revision Process</bold>: Elaborate on how the CLD will be updated with new information or evolving policy conditions.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Elaborate on the Diagram's Construction</bold>: Include more information on the methods used to develop the CLD and how stakeholder input was incorporated (if applicable).</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Explain the Diagram&#x2019;s Dynamics</bold>: Highlight the significant feedback loops and interactions within the diagram to give readers a deeper understanding of the key dynamics at play.</p>
                    </list-item>
                </list> 
                <bold>Conclusion </bold>
            </p>
            <p> The conclusion effectively summarizes the key elements of the research, highlighting the analysis of the interplay of socio-economic, political, and institutional factors in the context of fee-free higher education in South Africa.</p>
            <p> 
                <bold>Suggestions for Improvement:</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>
                            <bold>Clarify Historical Context</bold>: Provide further detail on how apartheid-era inequalities directly affect fee-free higher education today, and how the policy attempts to address these challenges.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Expand on Key Findings</bold>: Include more specific findings from the research, particularly regarding the barriers to effective implementation.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Reforms and Solutions</bold>: Briefly mention potential reforms or solutions to address the gaps in policy implementation, particularly concerning financial sustainability and administrative efficiency.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Connection to Global Agendas</bold>: Specify how the findings align with specific SDGs or African Agenda 2063 goals, and discuss the potential impact of the policy on these frameworks.</p>
                    </list-item>
                    <list-item>
                        <p>
                            <bold>Actionable Recommendations</bold>: Provide concrete recommendations for policymakers or stakeholders based on the research findings.</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Partly</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Higher Education</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report302491">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.167243.r302491</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>R&#x00ed;os-Jara</surname>
                        <given-names>H&#x00e9;ctor</given-names>
                    </name>
                    <xref ref-type="aff" rid="r302491a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-1488-6570</uri>
                </contrib>
                <aff id="r302491a1">
                    <label>1</label>Postdoctoral researcher, Universidad Central de Chile, Santiago, Chile</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>2</day>
                <month>8</month>
                <year>2024</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 R&#x00ed;os-Jara H</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport302491" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.152478.1"/>
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                    <meta-name>recommendation</meta-name>
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        <body>
            <p>Dear Authors,&#x00a0;</p>
            <p> </p>
            <p> I am pleased to read the article "Evaluating the dynamics of fee-free higher education in South Africa: a causal loop diagram approach." The article aims to map out causal relationships and feedback loops. Causal loop diagrams facilitate a systemic understanding of fee-free higher education dynamics. This holistic perspective helps researchers uncover underlying patterns and mechanisms that drive policy implementation, impact, and outcomes.&#x00a0;</p>
            <p> </p>
            <p> The paper picks a relevant topic and case regarding the rise of new free education policies. The paper also offers a good summary of the policy, history and current dilemmas based on the literature. The methodology is innovative in the study of policies. However, I think the paper is not ready for indexing, and it lacks internal consistency. The methodology is too descriptive and does not allow it to fulfil the aims declared in the paper: "uncover underlying patterns and mechanisms that drive policy implementation, impact, and outcomes".&#x00a0;</p>
            <p> </p>
            <p> The paper is also disconnected from the international debate on free education and the implementation challenges, despite South Africa being one the most relevant cases of new free education policies in the XXI century.&#x00a0;</p>
            <p> </p>
            <p> The case and information are valuable, but in my view, the paper requires a redefinition of the aims so the method and results match the paper's aims. If the authors decide to keep the aims, I recommend complementing current data with new information, such as interviews with policymakers or quantitative data. The main reason for this suggestion is that the results are too descriptive and do not support many claims described by the author in the results and analysis.</p>
            <p> </p>
            <p> Rebuilding the fluxes and procedures involved in the implementation of the policy tells a lot about how the policy works but not necessarily the problems, outcomes and challenges, which are the main aims of the paper. In addition, the paper can add more value if the authors introduce the debate of free education policies and their difficulties and frame South Africa as a case in the broader debate on the challenges of new free education policies. I hope my comments can improve the paper and not discourage the authors from publishing it because the case and information have a lot of potential but require major changes in its frame, narrative and methodology.</p>
            <p> </p>
            <p> I hope the authors consider these comments valuable and do not discourage them from developing the article because the paper has great potential. The authors picked a relevant case and problem for the international research community interested in higher education funding policies, particularly in free education policies. See below for more details and suggestions.&#x00a0;</p>
            <p> </p>
            <p> 
                <bold>1) Is the work clearly and accurately presented, and does it cite the current literature? (Partly)</bold>
            </p>
            <p> The paper does not address a wider debate on free education policies in international literature, particularly for the new generation of free education policies and their shared challenges. Consequently, it remains descriptive and focuses only on the South African case, which is relevant to a country, but also a case of policy innovation. See some references to check and include.&#x00a0;</p>
            <p> </p>
            <p> To improve the link with international debate on free education I recommend the following papers:</p>
            <p> </p>
            <p> Ariane de Gayardon&#x00a0;(2019 [ Ref - 1] ). There is no such thing as free higher education: A global perspective on the (many) realities of free systems.&#x00a0;
                <italic>Higher Education Policy</italic>,&#x00a0;
                <italic>32</italic>(3), 485-505.</p>
            <p> </p>
            <p> H. Rios-Jara&#x00a0;(2023 [Ref - 2]). The free education policy in Chile: Between transforming and maintaining neoliberalism.&#x00a0;
                <italic>South African Journal of Higher Education</italic>,&#x00a0;
                <italic>37</italic>(6), 112-130.</p>
            <p> </p>
            <p> Angelica Buendia et al.&#x00a0;(2024 [Ref - 3]). El mito de la gratuidad en la educaci&#x00f3;n superior mexicana: Acercamientos a la comprensi&#x00f3;n de un cambio de pol&#x00ed;tica.&#x00a0;
                <italic>Education Policy Analysis Archives</italic>,&#x00a0;
                <italic>32</italic>.</p>
            <p> </p>
            <p> 
                <bold>2) Is the study design appropriate, and is the work technically sound? (no)</bold>
            </p>
            <p> The paper does not explicitly state a research question or a specific aim, so it is hard to see how the methodology feeds the research question. The analysis regarding the methodology and mixed impacts with policy implementation challenges is also ambiguous, going beyond the evidence.</p>
            <p> </p>
            <p> It is not clear what problems free education policies face. The literature review gave a good overview, but the paper might clarify the specific problems that the policy faces. I suggest linking these problems with the international debate and similar issues that other free education policies face. Clarify the contribution and purpose of the causal loop diagrams and how the methodology is connected to the research question. Clarifying a specific research question will also improve the consistency of the paper.</p>
            <p> </p>
            <p> 
                <bold>3) Are sufficient details of methods and analysis provided to allow replication by others? (partly)</bold>
            </p>
            <p> The description of the methodology is good. But the rationale behind it requires more details. It is not clear how the methodology helps to explore the research gap that the paper aims to address. Beyond the general uses of the methods, the methodology section should make explicit why and how this method helps to address the research gap.</p>
            <p> For example, "Furthermore, unlike quantitative modelling techniques, such as econometric or statistical models, causal loop diagrams prioritise qualitative analysis and conceptual mapping. This approach is well-suited to exploratory research endeavours seeking to elucidate the complexities of social systems and policy environments, where precise numerical data may be limited or uncertain, as emphasised by&#x00a0;
                <ext-link ext-link-type="uri" xlink:href="https://f1000research.com/my/referee/report/302491#ref21">Haraldsson (2004)</ext-link>." The argument is too general and is not connected to the research gap and policy implementation challenges. &#x00a0;</p>
            <p> In addition, the distinction between economic, institutional, and economic factors is vague, and there is no specific definition of the variables included in each factor. It is relevant to unpack the "dynamics of fee-free higher education in South Africa" concept and clarify the research gap, how the article contributes to its exploration, and the variables that the article considered.</p>
            <p> </p>
            <p> 
                <bold>4) Are all the source data underlying the results available to ensure full reproducibility? (Partly)</bold>
            </p>
            <p> The results presented do not provide evidence for all the analyses described in the paper. The analyses use quantitative jargon that does match the methods selected.</p>
            <p> In addition, the figures in section 3 are visually confusing. They do not help to explore the policy. I suggest developing a more stylised version of the figures and a better description of them. The integration of data and analysis needs to be more precise and better grounded in the information provided. If the data suggests further hypotheses, the author needs to make explicit that some statements are hypotheses, not data descriptions or analysis based on data.</p>
            <p> For example, "One of the prominent findings from the CLD is the strong positive relationship between economic growth, as measured by GDP, and government spending, represented by the national budget (see loop R1)." The language used in this sentence came from quantitative analysis. The figure does not show a "strong positive relationship". Moreover, the figure reveals the institutional flux of decisions and factors that attached the policy to national spending. Still, more information about policymakers' decisions and dilemmas must be available. The article closes this relevant information with general assumptions based on the literature that do not integrate data from the case.</p>
            <p> Another example "the CLD illuminates the linkages between the national and higher education budgets, emphasising the significance of political decisions in shaping funding priorities. Government budget allocations directly influence the financial resources available for higher education (
                <ext-link ext-link-type="uri" xlink:href="https://f1000research.com/my/referee/report/302491#ref6">Barro, 2013</ext-link>), impacting the affordability and accessibility of tertiary education for students. This finding also aligns with literature highlighting the critical role of government funding in supporting higher education institutions and ensuring equitable access to quality education (
                <ext-link ext-link-type="uri" xlink:href="https://f1000research.com/my/referee/report/302491#ref61">Van Der Berg et al., 2011</ext-link>)" The figure describes the procedural link between the national budget and the policy but does not open the dilemmas face by government. One of the main critiques of free education policies is its cost and financial sustainability, a topic of concern in South Africa, which, however, the paper does not address properly cause it does not add relevant information about how the policy is funded and what the dilemmas that policymakers and authorities face. Showing the links gives enough information about what is happening inside and how the actor deals with those problems.</p>
            <p> </p>
            <p> Another example. The analysis goes beyond the data. "Another significant insight emerging from the CLD is the presence of a positive feedback loop between the national budget, student enrolment, and budget allocation to universities (see loops R4 &amp; R7). This feedback loop suggests a reinforcing cycle wherein increased government spending on education leads to higher student enrolment, prompting further budget allocations to universities." Here, the data show a link between them, but the paper does not provide any other evidence to show that rising government investment leads to more enrolments. It is unclear if the figure shows an expectation of policymakers or a link that might be considered a further hypothesis.&#x00a0;&#x00a0;</p>
            <p> The analysis of the policy based on the Sustainable Development Goal 4 (SDG 4), Quality Education, came late in the article and it needs to be clarified why they are relevant for the paper. The introduction describes the policy as a consequence of protests and the aims to improve access and equality, which might be close to the SDG, but the policy was not introduced to achieve SDG.</p>
            <p> </p>
            <p> 
                <bold>5) Are the conclusions drawn adequately supported by the results?</bold>
            </p>
            <p> Unfortunately, the conclusion goes beyond what the paper shows. For example, "Through an analysis of historical contexts, policy frameworks, and institutional mechanisms, the study has illuminated the complexities surrounding access to tertiary education in the country. As the barriers posed by bureaucratic inefficiencies, funding constraints, and administrative complexities were outlined, the study underscored the urgent need for systemic reforms to enhance the accessibility and effectiveness of fee-free higher education initiatives".</p>
            <p> The paper does not summarise the dilemmas or challenges of free education implementation in South Africa or its problems. The methodology used helps to map and understand how the policy works, which is a relevant result, but it does not add any further information about the pressing dilemmas that policymakers face or what kind of problems and solutions policymakers are debating.</p>
            <p> </p>
            <p> I see two possible solutions here. First, change the paper's aims and frame and make it only descriptive, focusing on understanding how the policy works. The main contribution will be showing how the policy has been implemented. Second, to add more data and policymakers' views on the main problems and perceptions that authorities and policymakers face implementing the policy. This would require adding interviews and other methodologies to the research, but the paper will be more relevant, especially if the authors decide to frame it in the context of the international debate on the rise of new free education policies.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Not applicable</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Partly</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>No</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>No</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Higher education funding policy, social policy, political economy</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to state that I do not consider it to be of an acceptable scientific standard, for reasons outlined above.</p>
        </body>
        <back>
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                <title>References</title>
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    </sub-article>
</article>
