<?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.52019.1</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>Can the financial performance of the micro, small, and medium-sized enterprise production sector in Medan be a signal in the use of a leanness strategy?</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 2 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Triono</surname>
                        <given-names>Muhammad Andi Abdillah</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</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/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-3070-6077</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>Ahmad</surname>
                        <given-names>Selamat Triono</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ermiati</surname>
                        <given-names>Cut</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Sihombing</surname>
                        <given-names>Humisar</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Management, State University of Medan, Medan, North Sumatera, 20221, Indonesia</aff>
                <aff id="a2">
                    <label>2</label>Department of Vocational and Technical Education, State University of Medan, Medan, North Sumatera, 20221, Indonesia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:andiabdillah@unimed.ac.id">andiabdillah@unimed.ac.id</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>23</day>
                <month>11</month>
                <year>2021</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2021</year>
            </pub-date>
            <volume>10</volume>
            <elocation-id>1183</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>16</day>
                    <month>11</month>
                    <year>2021</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2021 Triono MAA et al.</copyright-statement>
                <copyright-year>2021</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/10-1183/pdf"/>
            <abstract>
                <p>
                    <bold>Background:</bold> Business actors need to take strategic steps to maintain and improve business performance. Studying and deepening the strategies used by micro, small, and medium-sized enterprises (MSMEs) to maintain their performance conditions are needed as a barometer of crisis resistance in the macroeconomic sector, especially those used by MSMEs in Medan, Indonesia. Thus, this research provides a real picture in the field of variables and indicators that affect the business strategy of MSMEs through the perspective of a lean approach.</p>
                <p>
                    <bold>Methods:</bold> The population in this region was 466 business actors of MSMEs in Medan. A random stratified sampling strategy is used, and 169 businesses in the MSMEs production sector were obtained as samples, which has exceeded the standard achievement of 80 percent in detecting an R
                    <sup>2</sup> value of at least 0.10 (with a 5 percent probability of error). The research variables used consisted of one endogenous variable (use of a lean strategy), two exogenous variables (external lean practice and internal lean practice), and one mediating variable (financial performance). Seven hypotheses (inner models) were tested using structural equation modelling&#x2013;partial least squares, nonparametric statistical data analysis techniques with mediation effects, assisted by Smart PLS 3.0.</p>
                <p>
                    <bold>Results:</bold> Based on the path coefficient, internal lean practice predominantly influences the financial performance of MSMEs in Medan compared to external lean practice. Internal lean practice is the primary signal for identifying the degree of lean strategy practice in the MSMEs production sector in Medan city.</p>
                <p>
                    <bold>Conclusion:</bold> These findings can be a map for practitioners, academics, and the government to improve the financial performance of MSMEs and assist them in their business strategies through internal business practices. Moreover, this study's impact can lead to an understanding of business strategies in operations that directly or indirectly affect the environment toward global warming and various environmental problems.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Leanness Strategy</kwd>
                <kwd>Financial Performance</kwd>
                <kwd>External and Internal Practice of Leanness</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>PNBP State University of Medan 2020</funding-source>
                    <award-id>0441/UN33/KEP/PPL/2020</award-id>
                </award-group>
                <funding-statement>This work was supported by the State University of Medan for the 2020 fiscal year according to UNIMED Chancellor's Decree No. 0441/UN33/KEP/PPL/2020 dated June 15, 2020 with the researchers and authors: Muhammad Andi Abdillah Triono as the team leader, Selamat Triono Ahmad, Cut Ermiati, and Humisar Sihombing as members.</funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>Globally, the growth of micro, small, and medium-sized enterprises (MSMEs) is higher than that of large companies, especially in Indonesia. Based on MSME data,
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> the growth of MSMEs in Indonesia from 2017 to 2018 was approximately 8.98 percent compared to large enterprises, which only grew by approximately 1.64 percent. The discussion on microenterprises (MEs) is challenging compared to small and medium-sized enterprises (SMEs) in various studies. There is a lack of information and data on microenterprises in the field regarding the fluctuating and inconsistent actions of microbusinesses. Furthermore, based on data, the SME sector plays a crucial and significant role as a driving force for the economy in creating new jobs, increasing the number of new entrepreneurs, and creating innovations at relatively economical and efficient costs.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> Additionally, data and facts show that SMEs contribute, on average, to developing countries in the range of 20 to 50 percent of total GDP.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Based on Usaha Mikro Kecil Menengah (UMKM) data,
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> SMEs in Indonesia have contributed 23.21 percent of the total GDP. The city of Medan is the third-largest city in Indonesia.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> It is the gateway to western Indonesia as a multi-cultural centre of trade, industry, and business since the Dutch East Indies era.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> If grouped by production characteristics, it contains eleven groups in the production sector (see data file 12).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Based on the Office of Medan City Cooperatives and SMEs Service database in 2020, the majority of the production sector of the MSMEs from the 466 identified in Medan City are in the handicrafts production group with 95 businesses, followed by the fabric production group with 79 businesses (see data file 12).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Therefore, the studying and deepening of MSMEs' strategies in maintaining their performance conditions are needed to act as a barometer of crisis resistance in the macroeconomic sector, especially concerning MSMEs in Medan.</p>
            <p>There are various business strategies for improving business performance that can lead to environmental friendliness, one of which is the &#x2018;leanness production strategy&#x2019;.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> The mechanism and standardization of lean production in seeing its effect on financial performance (company) are still in the early stages. Currently, the practice of lean production is considered the gold standard of modern operations and supply chain management.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> Lean refers to eliminating waste in operational practices regarding costs in obtaining resources.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> Additionally, Hofer 
                <italic toggle="yes">et al</italic>.,
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> revealed that the application of internal and external lean practises, such as a decrease in inventory, an increase in quality, and a shorter operating time, will increase operating income, which will improve financial performance. Nawanir 
                <italic toggle="yes">et al</italic>.,
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> defined lean as &#x2018;lean manufacturing&#x2019;, a manufacturing process without residue; however, there are not enough studies conducted in Indonesia that discuss lean manufacturing strategies.</p>
            <p>The studies relating to MSMEs' strategic practices in Indonesia have not provided comprehensive information, as they lack a conceptual approach and do not consider the characteristics that exist in Indonesia in general. Additionally, the effect of the deepening of business strategy practices on MSMEs' financial performance in Medan city, the third-largest city in Indonesia, can be considered a novelty. This study empirically focuses on the leanness strategy used by MSMEs in Medan. External and internal leanness strategy practices are exogenous variables, and financial performance is a mediating variable. Thus, there are seven research hypotheses in this study:
                <statement id="state1">
                    <label>H1.</label>
                    <p>The external leanness strategy practices carried out by MSMEs in Medan city affect a company's financial performance.</p>
                </statement>
                <statement id="state2">
                    <label>H2.</label>
                    <p>The internal leanness strategy practices carried out by MSMEs in Medan city affect a company's financial performance.</p>
                </statement>
                <statement id="state3">
                    <label>H3.</label>
                    <p>The external leanness strategy practices carried out by MSMEs in Medan city affect or signal the leanness strategy's implementation or use.</p>
                </statement>
                <statement id="state4">
                    <label>H4.</label>
                    <p>The internal leanness strategy practices carried out by MSMEs in Medan city affect or signal the leanness strategy's implementation or use.</p>
                </statement>
                <statement id="state5">
                    <label>H5.</label>
                    <p>A company's financial performance, achieved by MSMEs in Medan city, affects or can signal the leanness strategy's implementation or use.</p>
                </statement>
                <statement id="state6">
                    <label>H6.</label>
                    <p>A company's financial performance, internal leanness strategy practices, and external leanness strategy practices simultaneously influence or signal the implementation or use of a leanness strategy by MSMEs in Medan city.</p>
                </statement>
                <statement id="state7">
                    <label>H7.</label>
                    <p>A company's financial performance is a mediating variable for the effect of internal and external leanness strategy practices on the implementation or use of a leanness strategy by MSMEs in Medan city.</p>
                </statement>
            </p>
        </sec>
        <sec id="sec2" sec-type="methods">
            <title>Methods</title>
            <sec id="sec3">
                <title>Ethics statement</title>
                <p>The research data was obtained based on permits and ethical approval from the Medan City Cooperative and SMEs Office with approval number 800/2538, and The Medan State University Research and Community Service Institute with approval number 574a/UN33.8/LL/2020. Furthermore, written informed consent was obtained from the response of business owners or managers on the questionnaire that they returned through mail or online via google form at 
                    <ext-link ext-link-type="uri" xlink:href="https://forms.gle/KhWRGTYW6hSKBbbWA">https://forms.gle/KhWRGTYW6hSKBbbWA</ext-link> (see Data file 9).
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> The anonymity and confidentiality of business owners' information are maintained.</p>
            </sec>
            <sec id="sec4">
                <title>Study design</title>
                <p>This research is in the form of exploratory research with quantitative descriptive and inferential properties. Both primary and secondary data are used. Therefore, this research designed a questionnaire instrument that replicates the previous instrument designed by Hofer 
                    <italic toggle="yes">et al</italic>.,
                    <sup>
                        <xref ref-type="bibr" rid="ref6">6</xref>
                    </sup> and Shashi 
                    <italic toggle="yes">et al</italic>.
                    <sup>
                        <xref ref-type="bibr" rid="ref5">5</xref>
                    </sup> Primary data were collected through a questionnaire distributed to businesses of all sizes of the Medan City MSMEs production sector in 21 districts (see data file 1)
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> with a total of 466 respondents via mail, WhatsApp, and SMS based on the Office of Medan City Cooperative and SMEs database. The hardcopy form (see data file 10)
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> of the questionnaire was sent to the respondent's address via postal mail. In this case, respondents who wish to fill in the questionnaire online could use the link 
                    <ext-link ext-link-type="uri" xlink:href="https://forms.gle/KhWRGTYW6hSKBbbWA">https://forms.gle/KhWRGTYW6hSKBbbWA</ext-link> which is available on the hard copy questionnaire. The phone number that is mentioned on the database (secondary data) is not open to the public because it is restricted from being published publicly by the private data act or &#x201c;Permenkominfo 20/2016&#x201d;.
                    <sup>
                        <xref ref-type="bibr" rid="ref21">21</xref>
                    </sup> However, for the public who want to know the address and number of SMEs in Medan City, in general, they can access the website owned by the Ministry of Cooperatives and SMEs of the Republic of Indonesia.
                    <sup>
                        <xref ref-type="bibr" rid="ref13">13</xref>
                    </sup> To access the Medan City MSMEs data through the database Ministry of Cooperatives and SMEs of the Republic of Indonesia, first, go to the website 
                    <ext-link ext-link-type="uri" xlink:href="http://umkm.depkop.go.id/">http://umkm.depkop.go.id/</ext-link>. Then on the provincial (Provinsi) selection menu, select &#x201c;Sumatera Utara,&#x201d; and on the Regency (Kabupaten) selection menu, select &#x201c;Kota Medan&#x201d;. At the time of this study, based on data from August 3
                    <sup>rd</sup>, 2021, 259,812 business actors that operate in Medan City were available prior to participant screening for this study.</p>
            </sec>
            <sec id="sec5">
                <title>Questionnaire testing</title>
                <p>The questionnaire as an instrument of research is a novelty on MSMEs in the production sector of Medan City, so testing the validity and reliability of the questionnaire was carried out before being used in the research target. The questionnaire testing was conducted in 23 districts in Deli Serdang Regency targeted at 100 MSMEs business owners in the production sector. The 100 MSMEs criteria to be selected for the testing of the questionnaires was that their businesses activities and factories were located in Medan City but their offices were located in the Deli Serdang Regency area. However, these 100 MSMEs were excluded from the main study. The main study only focused on the MSMEs which have their activities, factories, and offices located in Medan City. The results of the questionnaires testing had only 49 respondents return the instrument with complete answers. Deli Serdang Regency
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> was selected as the location of the instrument testing due to its position as the nearest location or neighbouring regency to Medan and at the same time, a buffer zone from the city of Medan to reduce potential bias in this study. So, it can be judged that the MSMEs in the production sector in Deli Serdang Regency have similarities with Medan. The instrument validation test was carried out with convergence validation, and the reliability testing is done with Cronbach Alpha reliability.</p>
                <p>From June 10
                    <sup>th</sup>, 2020 to June 30
                    <sup>th</sup>, 2020, testing the questionnaire instrument was carried out (see data file 7).
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> Validation testing is based on convergence validation, and the result showed that all indicators in each latent variable obtain a loading factor value of &#x2265; 0.5.
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup>
                    <sup>,</sup>
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> This validity value can be interpreted that the statements in each latent variable in this study can be understood by respondents in the same way as intended by the researcher. Moreover, the instrument's reliability showed that the value Cronbach Alpha for all latent variables is above 0.81.
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup>
                    <sup>,</sup>
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> These reliability results meant that all items in the instrument can be used several times to measure the same symptoms and provide relatively consistent measurement results. There was no modification to the questionnaires after this testing because all items had met the criteria of validity and reliability.</p>
            </sec>
            <sec id="sec6">
                <title>Participants and sample size</title>
                <p>For the study, respondents included a total of 466 business participants in the production sector from August 1
                    <sup>st</sup>, 2020 to October 25
                    <sup>th</sup>, 2020. Based on the Medan City Cooperatives and SMEs Service database, there are 466 businesses who are actively operating with a valid location within the bounds of Medan city (see data file 1) as of June 2020. Although the number of Medan City MSMEs recorded in the database of the Ministry of Cooperatives and SMEs of the Republic of Indonesia is 259,812 business actors as of August 3
                    <sup>rd</sup>, 2021, this number is a combination of various sectors, not only the production sector. Furthermore, the validity of their active businesses is not guaranteed. In this case, the researcher follows the Law of the Republic of Indonesia Number 16 of 1997 concerning Statistics, the second part of article 12 paragraph 1 (see data file 14),
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> which states that sectoral statistics are carried out by government agencies according to their scope of duties and functions, independently or together with the Agency. Thus, based on this law, this study uses data released by the Medan City Cooperatives and SMEs Office, namely 466 businesses in the production sector, as a targeting sampling. Businesses that were not in the production sector were excluded from this study and the inclusion criteria included that is the participant must be a MSME business, identified as active at the time of the data extraction, and were fostered by the Medan City Cooperatives and SMEs Office in 2020. A random stratified sampling strategy was used to ensure the size of the business (micro, small, and medium enterprises (MSMEs)) and districts are represented in this research. Reminders were sent through SMS and WhatsApp to all nonresponding businesses and a second reminder by phone. The minimum sample size technique was based on a statistical power analysis of 80 percent, according to Cohen's table,
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup> which is measured based on how many indicators that a latent variable has. External leans practice as a latent variable has four indicators, so the minimum observation (sample) is 41 respondents to get 80 percent in detecting R
                    <sup>2</sup> at least 0.25 (with 5 percent probability of error). Furthermore, the internal leans practice as a latent variable has six indicators, so the minimum observation (sample) is 48 respondents to get 80 percent in detecting R
                    <sup>2</sup> of at least 0.25 (with a 5 percent probability of error). As with the external leans practice, the financial performance as mediating and also as latent variable must have minimum observations (sample) of 41 respondents to obtain 80 percent in detecting R
                    <sup>2</sup> of at least 0.25 (with a 5 percent probability of error). Finally, the latent variable use of leans strategy must have a minimum of 45 respondents to obtain 80 percent in detecting R
                    <sup>2</sup> of at least 0.25 (with a 5 percent probability of error).</p>
                <p>From the 466 businesses who were the target population, 169 businesses were willing to participate in the study and returned a completed questionnaire (see data file 11).
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup> In this case, five respondents returned the questionnaire through field interviews, 34 respondents returned the questionnaire via postal mail with all fields completed, and 130 respondents filled out the questionnaire online or from the link provided on the hardcopy questionnaire sheet. 89 respondents returned the questionnaire via postal mail with incomplete fields and were not included in this study, and 207 respondents were not willing to participate in the study and refused to fill out the questionnaire &#x2013; non-participation was confirmed by a telephone call. Overall, only 36 percent of respondents from the total target population are participated in this study. This condition is the same as in the study of SMEs in Australia,
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup> Scotland,
                    <sup>
                        <xref ref-type="bibr" rid="ref16">16</xref>
                    </sup> and South Africa.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec7">
                <title>Data collection process</title>
                <p>Data were obtained through mail and online which is utilizing a Google form with MSME business actors in Medan from the August 1
                    <sup>st</sup>, 2020 to October 24
                    <sup>th</sup>,2020 by paying attention to the COVID-19 protocol,
                    <sup>
                        <xref ref-type="bibr" rid="ref14">14</xref>
                    </sup> with a database formed using a Google form.
                    <sup>
                        <xref ref-type="bibr" rid="ref10">10</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec8">
                <title>Data analysis</title>
                <p>The data analysis carried out in this study consisted of two sub-model tests, namely testing the measurement model or often referred to as the outer model and testing the structural model or often referred to as the inner model with 0.10 as its&#x2019; significant level. Before testing the outer model and inner model, it is necessary to test whether the arrow direction in each construct is formative or reflective. In this case, a test will be carried out on each exogenous and endogenous construct whether there is an intercorrelation on the indicators owned. If there is an indication of intercorrelation between indicators, it can be concluded that the construct is reflective vice versa.
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup> Then testing the measurement model or outer model is carried out to determine which indicators have a significant role in explaining latent variables with the partial least square algorithm mechanism with the provisions of whether the construction is formative or reflective. This was done more than twice to obtain significant indicators in explaining the latent variables in each construct. After obtaining strong and significant indicators for each construct, the next step is to test the inner model. This test is helpful to see the strength of the influence between latent variables through the path or R-square value between latent variables. Testing the inner model will be carried out using the bootstrapping mechanism. After testing the inner model and outer model, the last step is testing the model fit of the built model, with each construct having significant indicators. Before it is known empirically whether the construct will be formative or reflective, this study assumes that all constructs are in a reflective position. Simultaneous equation modelling - partial least squares regression analysis, assisted by Smart PLS 3.0 and SPSS 18, was used. In this case, the constructs of two exogenous variables, one endogenous variable and one mediation variable along with each latent variable's manifest variable, are presented in 
                    <xref ref-type="fig" rid="f1">Figures 1</xref>&#x2013;
                    <xref ref-type="fig" rid="f5">5</xref>.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Inner construct model.</title>
                        <p>Notes: 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub> = external lean practice, 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub> = financial performance, 
                            <italic toggle="yes">&#x03b3;</italic>
                            <sub>21</sub> = the power of 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03b3;</italic>
                            <sub>11</sub> = the power of 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>, 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub> = internal lean practice, 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub> = the use of lean strategy, 
                            <italic toggle="yes">&#x03b3;</italic>
                            <sub>11</sub> = the power of 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>, 
                            <italic toggle="yes">&#x03b3;</italic>
                            <sub>12</sub> = the power of 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>, and 
                            <italic toggle="yes">&#x03b2;</italic>
                            <sub>21</sub> = the power of 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>.</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/55245/7a4f3c78-924a-435d-ac96-2d7e04a1ae1d_figure1.gif"/>
                </fig>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>Figure 2. </label>
                    <caption>
                        <title>Outer construct model for 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub>.</title>
                        <p>Notes: X
                            <sub>1</sub> = supplier feedback, X
                            <sub>2</sub> = supplier just in time, X
                            <sub>3</sub> = supplier development, X
                            <sub>4</sub> = customer involvement 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>4</sub> = the strength reflective power of X
                            <sub>4</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>3</sub> = the strength reflective power of X
                            <sub>3</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>2</sub> = the strength reflective power of X
                            <sub>2</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub>, and 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>1</sub> = the strength reflective power of X
                            <sub>1</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>1</sub>.</p>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/55245/7a4f3c78-924a-435d-ac96-2d7e04a1ae1d_figure2.gif"/>
                </fig>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>Figure 3. </label>
                    <caption>
                        <title>Outer construct model for 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub>.</title>
                        <p>Notes: X
                            <sub>5</sub> = pull system, X
                            <sub>6</sub> = continue flow, X
                            <sub>7</sub> = setup time reduction, X
                            <sub>8</sub> = statistical process control, 
                            <italic toggle="yes">X</italic>
                            <sub>9</sub> = employee involvement, X
                            <sub>10</sub> = total productive maintenance, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>10</sub> = the strength reflective power of X
                            <sub>10</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>9</sub> = the strength reflective power of X
                            <sub>9</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>8</sub> = the strength reflective power of X
                            <sub>8</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>7</sub> = the strength reflective power of X
                            <sub>7</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>6</sub> = the strength reflective power of X
                            <sub>6</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub>, and 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>5</sub> = the strength reflective power of X
                            <sub>5</sub> in influencing 
                            <italic toggle="yes">&#x03be;</italic>
                            <sub>2</sub>.</p>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/55245/7a4f3c78-924a-435d-ac96-2d7e04a1ae1d_figure3.gif"/>
                </fig>
                <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                    <label>Figure 4. </label>
                    <caption>
                        <title>Outer construct model for 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>.</title>
                        <p>Notes: Y
                            <sub>18</sub> = return on investment, Y
                            <sub>19</sub> = return on assets, Y
                            <sub>20</sub> = sell growth, Y
                            <sub>21</sub> = total operating cost, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>11</sub> = the strength reflective power of Y
                            <sub>18</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>12</sub> = the strength reflective power of Y
                            <sub>19</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>13</sub> = the strength reflective power of Y
                            <sub>20</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>, and 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>14</sub> = the strength reflective power of Y
                            <sub>21</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>1</sub>.</p>
                    </caption>
                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/55245/7a4f3c78-924a-435d-ac96-2d7e04a1ae1d_figure4.gif"/>
                </fig>
                <fig fig-type="figure" id="f5" orientation="portrait" position="float">
                    <label>Figure 5. </label>
                    <caption>
                        <title>Outer construct model for 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>.</title>
                        <p>Notes: LE
                            <sub>1</sub> = pull production system, LE
                            <sub>2</sub> = inventory delivery, LE
                            <sub>3</sub> = business location, LE
                            <sub>4</sub> = consumer needs, LE
                            <sub>5</sub> = production time, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>15</sub> = the strength reflective power of LE
                            <sub>1</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>16</sub> = the strength reflective power of LE
                            <sub>2</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>17</sub> = the strength reflective power of LE
                            <sub>3</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>, 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>18</sub> = the strength reflective power of LE
                            <sub>4</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>, and 
                            <italic toggle="yes">&#x03bb;</italic>
                            <sub>19</sub> = the strength reflective power of LE
                            <sub>5</sub> in influencing 
                            <italic toggle="yes">&#x03b7;</italic>
                            <sub>2</sub>.</p>
                    </caption>
                    <graphic id="gr5" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/55245/7a4f3c78-924a-435d-ac96-2d7e04a1ae1d_figure5.gif"/>
                </fig>
            </sec>
        </sec>
        <sec id="sec9" sec-type="results">
            <title>Results</title>
            <p>The intercorrelation results for all constructs do not show a strong relationship with each other.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Therefore, empirically the indicators that build the four constructs are formative, starting from external leans practice, internal leans practice, financial leans practice, and use of leans strategy. This report shows that testing the outer and inner models must be in line with the standard formative construct testing. Furthermore, examining the outer and inner models with formative constructs can only be analysed based on the bootstrapping calculation mechanism.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup>
            </p>
            <p>In this case, based on bootstrapping results (see data file 5),
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> to see the value of the indicator in each construct with a significant or insignificant value based on P-Values is through the tabulation of outer loadings. Based on the tabulation of outer loadings, the indicators (manifest variables) LE
                <sub>2</sub> (inventory delivery) and LE
                <sub>3</sub> (business location) have no significant value in explaining the use of leans strategy, with their P-Values values being 0.808 and 0.493, respectively (see data file 5).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Moreover, in the external leans practice construct, only X
                <sub>4</sub> (customer involvement) has no significant value to explain the latent variable with a P-Value value of 0.588.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Thus, only indicators LE
                <sub>2</sub>, LE
                <sub>3</sub>, and X
                <sub>4</sub> should be eliminated from each construct. Bootstrapping calculations are performed again after eliminating LE
                <sub>2</sub>, LE
                <sub>3</sub>, and X
                <sub>4</sub>. Even though, the P-Value of LE
                <sub>4</sub> (consumer needs) on the outer loadings shows above 0.05, it can still be maintained because this study is exploratory with a significance level of 0.10 (see data file 5).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup>
            </p>
            <p>The next step is to measure the strength of the inner model is through the path coefficient tabulation derived from the results of the bootstrapping calculation. In this case, it is known that the path between the external leans practice latent variable, and the use of leans strategy latent variable should be eliminated because the significance value is above 0.05 (see data file 13).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Similarly, the latent variable financial performance on the latent variable use of leans strategy should be removed from the inner structural model because it has a significant value above 0.05 (see data file 13).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup>
            </p>
            <p>After eliminating three indicators or manifest variables and two inner model paths that are not significant at the 0.0.05 level, the final bootstrapping result (see data file 5)
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> is obtained with overall outer loadings (see data file 5)
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> and path coefficients (see data file 5),
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> which have a significance value below 0.05. Thus, from the path diagram figure
                <sup>29</sup> of the bootstrapping process, equation models can be made for this study's outer model and inner model.</p>
            <p>Based on the results of the bootstrapping calculation, it is known that the P-Value values for hypotheses three (H3) and five (H5) are above 0.05, namely 0.529 and 0.932, respectively (see path coefficient data file 13),
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> which means that they are not significant at 0.05 and should be excluded from the study. Because H3 and H5 do not meet the 0.05 significance requirement, then hypothesis six (H6) automatically cannot be continued for analysis because it is clearly proven that the practice of external leans strategy does not affect or cannot be a signal for the use of leans strategy by MSMEs. Furthermore, hypothesis seven (H7) cannot be accepted or continued for analysis because H5 is actually excluded from the study, so it can be interpreted that empirically financial performance cannot be a mediating variable between internal and external practice of leans on the use of leans strategy. So, the final modification result of the bootstrapping (see data file 5)
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> concludes that the first, second, and fourth hypotheses are empirically acceptable. Therefore, financial performance cannot signal the practice of leanness strategy in MSMEs in Medan's production sector. However, it was found that internal lean practice predominantly influences the financial performance of MSMEs in Medan city compared to external lean practice. Furthermore, internal lean practice is the primary signal of the lean strategy in the MSME production sector in Medan city. The mechanism for obtaining these research results can be seen in 
                <xref ref-type="fig" rid="f6">Figure 6</xref>, which presents a flow diagram of outer model evaluation, and 
                <xref ref-type="fig" rid="f7">Figure 7</xref>, which presents a flow diagram of inner model evaluation. From 169 respondents who returned the questionnaire with complete entries, it is known that 51 respondents are small-sized businesses, five respondents are medium-sized businesses, and 113 respondents are micro-sized businesses. Then, most of the production sector of MSMEs in Medan city are handicraft producers, followed by fabric producers, convection producers, shoe manufacturers, and household furniture manufacturers (see data file 12).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup>
            </p>
            <fig fig-type="figure" id="f6" orientation="portrait" position="float">
                <label>Figure 6. </label>
                <caption>
                    <title>Outer model evaluation.</title>
                </caption>
                <graphic id="gr6" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/55245/7a4f3c78-924a-435d-ac96-2d7e04a1ae1d_figure6.gif"/>
            </fig>
            <fig fig-type="figure" id="f7" orientation="portrait" position="float">
                <label>Figure 7. </label>
                <caption>
                    <title>Inner model evaluation and final equation result.</title>
                </caption>
                <graphic id="gr7" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/55245/7a4f3c78-924a-435d-ac96-2d7e04a1ae1d_figure7.gif"/>
            </fig>
        </sec>
        <sec id="sec10" sec-type="discussion">
            <title>Discussion</title>
            <p>Based on the results of path coefficient analysis (see data file 13),
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> it is proven that empirically the first hypothesis, second hypothesis, and fourth hypothesis are acceptable. Therefore, this study contributes to the theory of business strategy used by MSMEs in the production sector of Medan by highlighting and investigating the role of internal and external leans practice and financial performance. The study results obtained the importance of internal leans practice in influencing leans strategy and financial performance. In addition, external lean practice is known to affect the financial performance of MSMEs.</p>
            <p>The first hypothesis has been proven to be acceptable that external leanness strategy practices carried out by MSMEs in Medan (production sector) affect the company's financial performance. In this case, the characteristics of external lean practice carried out by MSMEs in the production sector of the city of Medan validly consist of three indicators or characters, namely providing supplier feedback (X
                <sub>1</sub>), suppliers just in time (X
                <sub>2</sub>), and referred to as supplier development (X
                <sub>3</sub>). So, based on the external leans practices character owned by MSMEs in the production sector, they can streamline and grow business financial performance. In contrast to the findings of the study conducted by Hofer 
                <italic toggle="yes">et al.</italic>,
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> that external leanness strategy practice is not significant in influencing business financial performance. Hofer 
                <italic toggle="yes">et al.,</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> states that financial performance will be good if cost reduction is realized, and cost reduction can be made if it is influenced by inventory leanness. However, some study results state that the external leanness strategy has a real significance in influencing financial performance.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup>
            </p>
            <p>The second and third hypotheses are empirically proven,
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> where internal lean practice in MSMEs in the production sector has an influence value of 63.6 percent positively on financial performance and 77.6 percent on lean strategies.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Furthermore, the six indicators of internal lean practice proved to be valid with P-Values &lt; 0.10.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Thus, the results of this study prove that the characteristics of MSMEs in the production sector of the city of Medan in running a business during 2020 are by the six indicators that build an internal lean practice, namely carrying out business in a pull system (X
                <sub>5</sub>), continue flow (X
                <sub>6</sub>), setup time reduction (X
                <sub>7</sub>), statistical process control (X8), employee involvement (X
                <sub>9</sub>), and total productive maintenance. Furthermore, studies conducted by Hofer 
                <italic toggle="yes">et al.,</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> and Fullerton and Wempe
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> prove that there is a positive influence between internal leans practice on financial performance. However, if between internal leans practice and financial performance the inventory leans variable or non-financial performance measures, there will decrease direct influence by 25 percent. Furthermore, a study conducted by Hallgren, M. 
                <italic toggle="yes">et al.,</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> and Chanegrih, T.
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> show that the effort to practice leans strategy will result in more efficient financial performance than companies with agile characteristics. Therefore, it is empirically and theoretically proven that internal lean practice will positively affect the effectiveness of financial performance efficiently, which consists of five indicators, namely, return on investment (Y
                <sub>18</sub>), return on assets (Y
                <sub>19</sub>), cell growth (Y
                <sub>20</sub>), and total operating cost (Y
                <sub>21</sub>). Furthermore, something that is a novelty from this research is the proven internal lean practice as a strong signal in showing whether a business has used a leans strategy or not. In this case, the use of the leans strategy by MSMEs is seen from five indicators. However, only three indicators have proven significant as a characteristic of MSMEs business strategy in the production sector of Medan, namely, the use of a pull production system (LE
                <sub>1</sub>), based on consumer needs (LE
                <sub>4</sub>), and the use of time production (LE
                <sub>5</sub>).</p>
            <p>The empirical proof of this study showed that financial performance could not signal using a strategy that the MSMEs production sector of Medan used (see path coefficient data file 13).
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> However, internal and external lean practice empirically could be a signal on the financial performance of MSMEs production sector in Medan, which internal leans practice has a strong influence compared to external leans practice. Thus, based on the path coefficient, the financial performance of MSMEs cannot be a mediating variable between external and internal leanness practices toward the use of leans strategy. Therefore, based on path diagram figure (see data file 2)
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> the prediction equation model (inner model equation) for the use of a leanness strategy in MSMEs production sector Medan is only influenced by the practice of internal leanness: 
                <inline-formula>
                    <mml:math display="inline">
                        <mml:mtext>with the model equation is</mml:mtext>
                        <mml:mspace width="0.25em"/>
                        <mml:mi>as</mml:mi>
                        <mml:mspace width="0.25em"/>
                        <mml:mtext>follows</mml:mtext>
                        <mml:mspace width="0.25em"/>
                        <mml:msub>
                            <mml:mi>&#x03b7;</mml:mi>
                            <mml:mn>2</mml:mn>
                        </mml:msub>
                        <mml:mo>=</mml:mo>
                        <mml:mn>0.776</mml:mn>
                        <mml:msub>
                            <mml:mi>&#x03be;</mml:mi>
                            <mml:mn>2</mml:mn>
                        </mml:msub>
                    </mml:math>
                </inline-formula>. Furthermore, empirically the equation model (inner model) for financial performance in MSMEs production sector in Medan is 
                <inline-formula>
                    <mml:math display="inline">
                        <mml:msub>
                            <mml:mi>&#x03b7;</mml:mi>
                            <mml:mn>1</mml:mn>
                        </mml:msub>
                        <mml:mo>=</mml:mo>
                        <mml:mn>0.155</mml:mn>
                        <mml:msub>
                            <mml:mi>&#x03be;</mml:mi>
                            <mml:mn>1</mml:mn>
                        </mml:msub>
                        <mml:mo>+</mml:mo>
                        <mml:mn>0.636</mml:mn>
                        <mml:msub>
                            <mml:mi>&#x03be;</mml:mi>
                            <mml:mn>2</mml:mn>
                        </mml:msub>
                    </mml:math>
                </inline-formula>. This study proves that the role of external and internal leans practice affects the financial condition and business strategy of MSMEs in the production sector of Medan.</p>
            <p>This study can be categorized as a study of lean manufacturing practices because it combines the perspectives of just-in-time (JIT), total quality management (TQM), and total productive/preventive maintenance (TPM) to obtain productivity and quality levels through waste reduction.
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> An emphasis on internal and external strategic leanness practices can improve financial performance and environmental protection because resources will be limited to what is needed and not to what is desired.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> These findings can act as a map for practitioners, academics, and the government to improve MSMEs' financial performance and assist MSMEs with their business strategies through internal business practices. Furthermore, this finding can be an entry point for investigating whether MSMEs in the production sector of Medan have characteristics of agile manufacturing. The characteristics of MSMEs with agile manufacturing are needed in the current situation; where the growth of transactions or trade globally is increasing, the environment is uncertain, the development of technology is rapidly getting faster, and the pressure of competition between manufacturers requires different practices and different tools to improve the process company operations. In this case, a study conducted by M. Khalfallah and L. Lakhal
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> proves that lean manufacturing can explain whether a company has agile manufacturing practices where agile manufacturing is essential in viewing operational performance.</p>
            <sec id="sec11">
                <title>Limitations</title>
                <p>The findings illustrate the business strategy carried out by MSMEs in the production sector in the city of Medan, where the regional and national economies are experiencing a decrease. The data obtained from this field research indicate that the financial performance of MSMEs cannot project the strategies used. However, internal business practices are the leading indicators in signalling the strategy used and financial performance.</p>
                <p>Only one percent of the targeting sample was conducted with intensive interviews with the targeted business participants prior to the COVID-19 lockdown. The remaining (99 percent sample) used questionnaire by postal mail and online access because the Medan city government forbids us in conducting interviews directly due to the increase of COVID-19 infection from August 2020 to October 2020 with the lockdown policy enforced in Medan. Furthermore, the 1 percent (five respondents) who were willing to be interviewed were in the Medan Tembung district on the outskirts of the city.</p>
            </sec>
        </sec>
        <sec id="sec12" sec-type="conclusion">
            <title>Conclusion</title>
            <p>These findings can act as a map for practitioners, academics, and the government to improve MSMEs' financial performance and assist them with business strategies through internal business practices. Moreover, this study's impact can lead to an understanding of operations business strategies that directly or indirectly affect the environment. Finally, in-depth knowledge of business actors' operational systems will assist regional, state, and international policies to fight global warming and various environmental problems through waste reduction.</p>
        </sec>
        <sec id="sec13">
            <title>Data availability</title>
            <sec id="sec14">
                <title>Underlying data</title>
                <p>Figshare: Underlying data.</p>
                <p>
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.17004067">https://doi.org/10.6084/m9.figshare.17004067</ext-link>.</p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 1. (Map of city of Medan with its 21 Districts (Kecamatan))</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 2. (Figure of path diagram from the final bootstrapping)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 3. (Final path coefficient)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 4. (Final outer loadings)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 5. (The third (final) bootstrapping result)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 6. (Validation and reliability result)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 7. (Dataset for questionnaire validation and reliability (49 respondents) in testing stage)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 8. (Intercorrelation testing result)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 11. (Anonymized dataset of leanness strategy of Medan MSMEs [169 respondents])</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 12. (Groups in the Production Sector with 466 businesses identified for study)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 13. (Path Coefficient - explanation for exclusion of H3, H5, H6, and H7)</p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">Creative Commons Zero &#x201c;No rights reserved&#x201d; data waiver</ext-link> (CC0 1.0 Public domain dedication).</p>
            </sec>
            <sec id="sec15">
                <title>Extended data</title>
                <p>Figshare: Underlying data. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.17004067">https://doi.org/10.6084/m9.figshare.17004067</ext-link>.</p>
                <p>This project contains the following extended data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 9. (Research questionnaire on Google form)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 10. (Research questionnaire &#x2013; hard copy)</p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Data file 14. Law of the Republic of Indonesia Number 16 of 1997 concerning Statistics</p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">Creative Commons Zero &#x201c;No rights reserved&#x201d; data waiver</ext-link> (CC0 1.0 Public domain dedication).</p>
            </sec>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgements</title>
            <p>We want to thank the State University of Medan, the Institute for Research and Community Service, which made this research possible.</p>
        </ack>
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    <sub-article article-type="reviewer-report" id="report320409">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.55245.r320409</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Aulia</surname>
                        <given-names>Muhammad Reza</given-names>
                    </name>
                    <xref ref-type="aff" rid="r320409a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-2355-4992</uri>
                </contrib>
                <aff id="r320409a1">
                    <label>1</label>University of Teuku Umar Meulaboh, Meulaboh, Aceh, Indonesia</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>4</day>
                <month>11</month>
                <year>2024</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Aulia MR</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="relatedArticleReport320409" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.52019.1"/>
            <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>This article has several significant strengths. First, the use of bootstrapping methods enhances the validity of the results and provides an in-depth analysis of the relationship between internal and external lean practices and the financial performance of SMEs in the production sector. The findings indicate that internal lean practices positively influence financial performance, offering a new perspective in the literature on lean strategies in Medan.</p>
            <p> </p>
            <p> Additionally, the article highlights the relevance between business strategies and environmental sustainability, demonstrating that the implementation of lean strategies can reduce waste. This makes it beneficial not only for improving business performance but also relevant in social and environmental contexts.</p>
            <p> </p>
            <p> However, there are several areas for improvement that could enhance the article's quality. For instance, more explicit articulation of research objectives and implications could provide a clearer framework for understanding the study's contributions. Additionally, further exploration of the methodology, including details on data collection and analysis processes, would strengthen the overall reliability of the findings.&#x00a0;</p>
            <p> </p>
            <p> Overall, while this article makes a significant contribution to understanding lean practices and their impact on the financial performance of SMEs, addressing these points could elevate its quality and broaden its applicability in various sectors.</p>
            <p> </p>
            <p> Here are some comments that can serve as a basis for improving the quality of the article:</p>
            <p> </p>
            <p> Abstract &#x00a0;</p>
            <p> This abstract lacks a clear logical order. The research objectives are not explicitly stated at the beginning, and no practical, theoretical, or social implications are discussed. Furthermore, the motivation and novelty of the study are not explained, and the conclusion and results section could be more detailed. There is also no information about limitations or potential areas for future research.</p>
            <p> </p>
            <p> Introduction &#x00a0;</p>
            <p> The background lacks an explicit explanation of the research objectives and novelty at the outset. Although data is presented, there is no strong emphasis on the research gap that the study aims to address. Additionally, there is no clear explanation of the specific issues faced by MSMEs in Medan regarding the "lean" strategy. The relationship between the lean strategy and MSME financial performance could also be further clarified to improve narrative flow. Lastly, references to more recent sources could enhance credibility.</p>
            <p> </p>
            <p> Method &#x00a0;</p>
            <p> The methodology presented has several shortcomings. Although a stratified random sampling method has been used, the rationale for selecting the sample size and region is not clearly explained. Furthermore, while ethical approval and participant involvement are mentioned, the process of obtaining written consent from respondents and how their information confidentiality is maintained is not explained in detail. Regarding external validity, there is no discussion of generalizing results beyond the Medan region or the implications of geographical limitations on the findings. While non-participation is mentioned, there is no analysis of potential non-response bias that could affect the results. Additionally, there is no explanation regarding the limitations of data collection methods, such as the potential bias in surveys sent by mail or filled out online, which should be further explained to improve the reliability of the study's methodology.</p>
            <p> </p>
            <p> Analysis &#x00a0;</p>
            <p> The data analysis has several shortcomings. First, there is no detailed explanation of the process for determining whether a construct is formative or reflective, as well as its impact on the research results. Second, while the use of Smart PLS 3.0 and SPSS 18 is mentioned, there is no discussion of the steps or parameters used in model testing. Finally, there is no explanation of how the bootstrapping results are interpreted or how model fit was tested.</p>
            <p> </p>
            <p> Results &#x00a0;</p>
            <p> The research results lack details on the interpretation of statistical results, such as R-square values or the effectiveness of paths between variables. Insignificant results are only mentioned without further analysis of their implications for the overall model. Additionally, there is no detailed explanation of the specific influence of significant variables on the accepted hypotheses. The explanation of the distribution of business types is also not connected to the main findings.</p>
            <p> </p>
            <p> Discussion &#x00a0;</p>
            <p> This discussion lacks depth in explaining the practical implications of the findings for MSME business actors and researchers. The explanation of differences in results with previous studies is not fully elaborated, especially regarding why these findings differ from those of Hofer et al. Moreover, the discussion of theoretical contributions, such as the relationship between lean strategy and financial performance, needs to be further explained in the context of MSMEs. The emphasis on the significance of indicators also lacks an explanation of how they contribute to the practical application of the lean strategy. The analysis of the relevance of agile manufacturing is only briefly mentioned without detailing its implications.</p>
            <p> </p>
            <p> Conclusion &#x00a0;</p>
            <p> The conclusion lacks focus on summarizing the main findings of the study and its specific contributions to theory and practice. The explanation of how these findings concretely help improve MSME financial performance and business strategy is still too general. Additionally, the relevance and connection to environmental policy and waste reduction need to be clarified, specifically how this research contributes to policy in the context of climate change. The conclusion could also be stronger by suggesting concrete steps for business actors or policymakers.</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>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>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>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Entepreneurhsip, Management, Human Development</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>
        <back>
            <ref-list>
                <title>References</title>
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                        <person-group person-group-type="author"/>:
                        <article-title>When to use and how to report the results of PLS-SEM</article-title>.
                        <source>
                            <italic>European Business Review</italic>
                        </source>.<year>2019</year>;<volume>31</volume>(<issue>1</issue>) :
                        <elocation-id>10.1108/EBR-11-2018-0203</elocation-id>
                        <fpage>2</fpage>-<lpage>24</lpage>
                        <pub-id pub-id-type="doi">10.1108/EBR-11-2018-0203</pub-id>
                    </mixed-citation>
                </ref>
                <ref id="rep-ref-320409-2">
                    <label>2</label>
                    <mixed-citation>
                        <person-group person-group-type="author"/>:
                        <article-title>Multivariate data analysis. Exploratory factor analysis</article-title>.
                        <source>
                            <italic>Overview of multivariate method</italic>
                        </source>.
                        <ext-link ext-link-type="uri" xlink:href="https://www.drnishikantjha.com/papersCollection/Multivariate%20Data%20Analysis.pdf">Reference source</ext-link>
                    </mixed-citation>
                </ref>
            </ref-list>
        </back>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report137637">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.55245.r137637</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Ahmed</surname>
                        <given-names>Rizwan Raheem</given-names>
                    </name>
                    <xref ref-type="aff" rid="r137637a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-5844-5502</uri>
                </contrib>
                <aff id="r137637a1">
                    <label>1</label>Faculty of Management Sciences,, Indus Univ, Karachi, Pakistan</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>16</day>
                <month>5</month>
                <year>2022</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2022 Ahmed RR</copyright-statement>
                <copyright-year>2022</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>
                <license>
                    <license-p>The author(s) is/are employees of the US Government and therefore domestic copyright protection in USA does not apply to this work. The work may be protected under the copyright laws of other jurisdictions when used in those jurisdictions.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport137637" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.52019.1"/>
            <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>The topic is interesting and has wider theoretical and practical applications. The authors have put their best efforts to execute this paper. However, I have the following reservations and suggestions for the sake of improvement of the undertaken study: 
                <list list-type="order">
                    <list-item>
                        <p>The logical sequence of the abstract should be as 1) objectives, 2) methodology, 3) findings, 4) conclusion, and 5) implications. Thus, the authors should also rewrite the abstract in this sequence.</p>
                    </list-item>
                    <list-item>
                        <p>The authors did not establish the motivation, significance, and novelty of the undertaken study. The authors are suggested to improve this important factor in the "Introduction" section.</p>
                    </list-item>
                    <list-item>
                        <p>The review of literature should be presented in a separate section, and in audit forms, and it should be linked with the objective of this paper.&#x00a0;</p>
                    </list-item>
                    <list-item>
                        <p>The authors should present a separate sub-section of sampling strategy and sample size, research design, and estimation techniques in the methodology section.</p>
                    </list-item>
                    <list-item>
                        <p>The discussions section should be separated from the conclusion or added after the results section, the discussions section provides the opportunity for the authors to sell their idea to the readers. The discussions section should be complemented with the previous literature.</p>
                    </list-item>
                    <list-item>
                        <p>The conclusion should be presented in a separate section. The conclusion is always one step ahead of the findings.&#x00a0;</p>
                    </list-item>
                    <list-item>
                        <p>The practical, theoretical and societal implications should be discussed after the conclusion, and in the light of the conclusion and discussions.&#x00a0;</p>
                    </list-item>
                    <list-item>
                        <p>The limitations and potential areas of future studies should be discussed in the end.</p>
                    </list-item>
                    <list-item>
                        <p>The spelling and grammatical mistakes should be corrected throughout the paper.</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>Partly</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>Partly</p>
            <p>Reviewer Expertise:</p>
            <p>Marketing, advertising, general managmenet</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>
</article>
