<?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.158455.1</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>A Bali perspective: Intention for sustainable customary and village forest management in the post pandemic era&#x202f;</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Patiro</surname>
                        <given-names>Shine Pintor Siolemba</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/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-7912-4724</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Hendarto</surname>
                        <given-names>Kresno Agus</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/">Methodology</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-6808-1500</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Hidayat</surname>
                        <given-names>Dian Charity</given-names>
                    </name>
                    <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>
                    <xref ref-type="corresp" rid="c2">b</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Wibowo</surname>
                        <given-names>Lukas Rumboko</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/">Investigation</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Race</surname>
                        <given-names>Digby</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Susila</surname>
                        <given-names>I Wayan Widhana</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Sutrihadi</surname>
                        <given-names>Sutrihadi</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Sugiyanto</surname>
                        <given-names>Krisdianto</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Njurumana</surname>
                        <given-names>Gerson Ndawa</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Resources</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>Sitti Nuroniah</surname>
                        <given-names>Hani</given-names>
                    </name>
                    <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>Kurniasari</surname>
                        <given-names>Dewi Ratna</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Parmono</surname>
                        <given-names>V. Rachmadi</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Putri</surname>
                        <given-names>Atfi Indriany</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <xref ref-type="aff" rid="a6">6</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Abdurakhman</surname>
                        <given-names>Abdurakhman</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <xref ref-type="aff" rid="a6">6</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Wisudayati</surname>
                        <given-names>Tri Astuti</given-names>
                    </name>
                    <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>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ramawati</surname>
                        <given-names>Ramawati</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Pratama</surname>
                        <given-names>Yudha Satria Aji</given-names>
                    </name>
                    <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/0000-0002-7711-8889</uri>
                    <xref ref-type="aff" rid="a7">7</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Indonesia Open University, Jakarta, Indonesia</aff>
                <aff id="a2">
                    <label>2</label>National Research and Innovation Agency, Indonesia, Indonesia</aff>
                <aff id="a3">
                    <label>3</label>The University of the South Pacific, Suva, Fiji</aff>
                <aff id="a4">
                    <label>4</label>Ministry of Environment and Forestry, Jakarta, Indonesia</aff>
                <aff id="a5">
                    <label>5</label>Atma Jaya Catholic University, Jakarta, Indonesia</aff>
                <aff id="a6">
                    <label>6</label>Gadjah Mada University, Sleman, Indonesia</aff>
                <aff id="a7">
                    <label>7</label>Sepuluh Nopember Institute of Technology, Surabaya, Indonesia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:kresnoah@yahoo.com">kresnoah@yahoo.com</email>
                </corresp>
                <corresp id="c2">
                    <label>b</label>
                    <email xlink:href="mailto:dian077@brin.go.id">dian077@brin.go.id</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>2</day>
                <month>12</month>
                <year>2024</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2024</year>
            </pub-date>
            <volume>13</volume>
            <elocation-id>1457</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>25</day>
                    <month>11</month>
                    <year>2024</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 Patiro SPS et al.</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/13-1457/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>The COVID-19 pandemic has generated significant impacts on the forestry sector. Employment layoffs have led to an increase in return migration, resulting in additional labor supply and heightened family economic burdens. This research employs the Theory of Planned Behaviour (TPB) framework to examine and predict sustainable forest management practices among families managing customary forests and village forests in Bali.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>Purposive sampling was used to collect data from 71 managers of customary forests and village forests in Tenganan and Wanagiri. Partial least square-structural equation modelling (PLS-SEM) was used to analyze the acquired data.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>The findings demonstrated that TPB can explain the sustainable forest management. The incorporation of an additional construct, 
                        <italic toggle="yes">Tri Hita Karana</italic> (THK), enhanced the model&#x2019;s predictive power for both managerial intentions and behaviors in sustainable forest management. Specifically, 
                        <italic toggle="yes">THK</italic> influences management intentions through the mediation of attitudes, subjective norms, and perceived behavioral control.</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>This study established that 
                        <italic toggle="yes">THK</italic>, a fundamental value system in Balinese society, serves an antecedent predictor of behavioral intentions toward sustainable forest management. The relationship between 
                        <italic toggle="yes">THK</italic> and sustainable forest management intentions is mediated by attitudes, subjective norms, and perceived behavioral control. This research makes significant theoretical and managerial contributions. First, it validates the established TPB framework within the context of COVID-19&#x2019;s impact in Bali. Additionally, it provides scholars with insights for identifying other potential constructs that may influence forest land managers&#x2019; behavior.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Theory of planned behavior&#x201d;</kwd>
                <kwd>COVID-19</kwd>
                <kwd>&#x201c;return migrants&#x201d;</kwd>
                <kwd>&#x201c;sustainable forest management&#x201d;</kwd>
                <kwd>&#x201c;Tri Hita Karana&#x201d;&#x202f;</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>ARSF3-ECR Project Plan, Project Code 002-Lukas Wibowo-Indonesia</funding-source>
                </award-group>
                <funding-statement>ARSF3-ECR Project Plan, Project Code 002-Lukas Wibowo-Indonesia.&#x202f;&#x202f; </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="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>At the end of 2019, the World Health Organization (WHO) for the first time recognized a COVID-19 case in China and deemed it as a global pandemic on March 11, 2020. &#x201c;Over the past two weeks, the number of cases outside China has increased 13-fold, and the number of affected countries has increased 3-fold,&#x201d; said WHO Secretary-General Tedros Adhanom Ghebreyesus (
                <xref ref-type="bibr" rid="ref30">Dzulfaroh 2021</xref>).</p>
            <p>To limit the spread of COVID-19, all governments globally were taking drastic measures by locking down entire countries or most affected cities and towns and banning outsiders from entering their countries (
                <xref ref-type="bibr" rid="ref38">Fotiadis et al. 2021</xref>). As a result, patterns of social, economic, and human behavior alter quickly and dramatically (
                <xref ref-type="bibr" rid="ref24">Cooke et al. 2021</xref>). This behavior change has resulted in reduced greenhouse gas emissions, air pollution, noise pollution, and waste which makes beaches in different countries cleaner (
                <xref ref-type="bibr" rid="ref58">Ming et al. 2020</xref>; 
                <xref ref-type="bibr" rid="ref9">Bao and Zhang 2020</xref>; 
                <xref ref-type="bibr" rid="ref27">Dantas et al. 2020</xref>; 
                <xref ref-type="bibr" rid="ref57">Maji et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref32">El-Sayed et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref68">Rahman et al. 2021</xref>). However, it has also resulted in weakly enforced regulations and environmental law handling (
                <xref ref-type="bibr" rid="ref26">Corlett et al. 2020</xref>). Comparing the same period in 2019 to all tropical areas, deforestation increased by 63% to 136% (
                <xref ref-type="bibr" rid="ref18">Brancalion et al. 2020</xref>). In Gundaki Province, Nepal, COVID-19 has suspended all types of forestry and ecotourism-based businesses, research, and monitoring activities. It has also led to a drastic increase in illegal logging and poaching both inside and outside protected areas, a drastic reduction in the income of the middle and lower classes, and an increase in rural and urban poverty (
                <xref ref-type="bibr" rid="ref55">Laudari et al. 2021</xref>). Besides that, extensive protective measures such as mask and glove use have increased organic and inorganic waste in the environment (
                <xref ref-type="bibr" rid="ref93">Zambrano-Monserrate et al. 2020</xref>).</p>
            <p>In Indonesia, President Joko Widodo and Minister of Health Terawan announced the Covid 19 case at a press conference at the Presidential Palace on March 2, 2020. Two patients with Covid 19 were confirmed. Patient 1 is a 31-year-old woman while Patient 2 was a 64-year-old woman. They are a mother and daughter who live in one house in Depok, West Java. Even though at the beginning of the pandemic the Government received much criticism from the public, on May 25, 2022, at the 7th Global Platform for Disaster Risk Reduction 2022 in Bali, Indonesia was highly appreciated by the President of the UN General Assembly, Abdulla Shahid, in his remarks at the event (
                <xref ref-type="bibr" rid="ref13">BNPB 2022</xref>).</p>
            <p>Tourism is the backbone of the economy in Bali. When the COVID-19 pandemic hit, the impact was very significant. In the Bali Economic and Investment Forum on April 8, 2021, the Head of the Bali Tourism Office stated, &#x201c;Three thousand employees were laid off and consequently increased the unemployment in Bali. While usually, it has the lowest rate nationally, it is now in 18th position&#x201d; (
                <xref ref-type="bibr" rid="ref22">CNN 2021</xref>). The open unemployment rate in February 2020 was 1.25%, which increased to 5.42% in February 2021 and fell slightly to 5.37% in February 2022. The poverty rate increased, in March 2020 it was 165.19 (3.78%) while in March 2021, it was 201.97 (4.53%) (
                <xref ref-type="bibr" rid="ref16">BPS 2022</xref>). Like in other countries the laid-off employees generally returned to their hometowns and were involved in work.</p>
            <p>Previous researchers (i.e., 
                <xref ref-type="bibr" rid="ref65">Pramana et al. 2022</xref>; 
                <xref ref-type="bibr" rid="ref51">Khalid et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref94">Zenker and Kock 2020</xref>; 
                <xref ref-type="bibr" rid="ref47">Higgins-Desbiolles 2020</xref>; 
                <xref ref-type="bibr" rid="ref40">Guridno and Guridno 2020</xref>; 
                <xref ref-type="bibr" rid="ref10">Baum and Hai 2020</xref>; 
                <xref ref-type="bibr" rid="ref66">Qiu et al. 2020</xref>; 
                <xref ref-type="bibr" rid="ref59">Nicola et al. 2020</xref>; 
                <xref ref-type="bibr" rid="ref36">Foo et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref67">Qiu et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref82">&#x0160;kare et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref1">Abbas et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref95">Zhang et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref38">Fotiadis et al. 2021</xref>; 
                <xref ref-type="bibr" rid="ref8">Bae and Chang 2021</xref>) have studied the COVID-19 pandemic and the impact on tourism. Reviewing these literatures, we found that (1) most of the studies were based on assumptions (useful for scenario analysis) and generally, they used secondary data or online survey, instead of the actual data taken in the field; (2) most of these studies did not focus on migrants affected by layoffs and acceptance of the hometown of the returning migrants; and (3) families of migrant workers who have laid of were affected by both internal factor (biological, psychological, and social) and external factor (assistance from the central and local governments).</p>
            <p>This study aims to fill that gap. 
                <bold>First</bold>, this study focuses on the hometown of the migrants by focusing on behavior of migrant-receiving families (especially managers of customary forests land and village forests). 
                <bold>Second</bold>, this study collects field data. 
                <bold>Third</bold>, this study examines internal factors using the planned behavior theory (TPB) to understand behavior of migrant receiving families. 
                <xref ref-type="bibr" rid="ref39">Gao et al. (2017)</xref> stated that although TPB has been widely used in predicting individual pro-environmental behavior, there are 2 limitations. The limitation is that TPB is a theory of self-interest and all variables in TPB are rational predictors (
                <xref ref-type="bibr" rid="ref11">Bertoldo and Castro 2016</xref>). In other words, TPB assumes that human behavior is simple, so that people make decisions using rational thinking; in fact human behavior is very complex (
                <xref ref-type="bibr" rid="ref5">Ajzen 1991</xref>; 
                <xref ref-type="bibr" rid="ref64">Petty and Cacioppo 1986</xref>). Thus, to improve the ability of TPB in explaining and predicting intentions and pro-environmental behavior, it is necessary to consider other variables to be included in the model (
                <xref ref-type="bibr" rid="ref23">Conner and Armitage 1998</xref>). This study has expanded the TPB framework by including 
                <italic toggle="yes">THK</italic> (as a value) construct to measure the impact on behavior of customary forest and village forest managers.</p>
            <p>TPB is the most frequently cited theory to explain human behavior (
                <xref ref-type="bibr" rid="ref86">Sussman and Gifford 2019</xref>). Numerous empirical studies have examined and validated this theory, which has been found to be an effective explanation for a range of pro-environmental behaviors (
                <xref ref-type="bibr" rid="ref73">Sarkis 2017</xref>; 
                <xref ref-type="bibr" rid="ref29">Du and Pan 2021</xref>). This theory is a development of the theory of reasoned action and was first proposed by Icek Ajzen in 1985. This theory states that human behavior is guided by 3 kinds of considerations, namely behavioral belief, normative belief, and control belief, which in turn produce certain results such as attitudes on behavior, subjective norm (SN), and perceived behavioral control (PBC) (
                <xref ref-type="bibr" rid="ref90">Yadav and Pathak 2017</xref>).</p>
            <p>Values influence behavior when they are relevant to the context and important to the individual (
                <xref ref-type="bibr" rid="ref75">Schwartz 1992</xref>). Individuals hold a relatively stable set of values that are internalized from the early stages of life and change little later (
                <xref ref-type="bibr" rid="ref76">Schwartz 1994</xref>). In other words, values are used to characterize cultural groups, characterize society, and characterize individuals, to explain the motivational basis of attitudes and behavior (
                <xref ref-type="bibr" rid="ref78">Schwartz 2012</xref>). Schwartz&#x2019;s approach is crucial for social-psychological study for various reasons. First, it directly deals with theory, and its fundamental components are included into early social scientific research (
                <xref ref-type="bibr" rid="ref28">Desender et al. 2011</xref>; 
                <xref ref-type="bibr" rid="ref4">Ahmad et al. 2020</xref>). Second, the framework makes use of value dimensions measurements that are consistent across cultures (
                <xref ref-type="bibr" rid="ref20">Burgess and Steenkamp 2006</xref>; 
                <xref ref-type="bibr" rid="ref77">Schwartz 2006</xref>; 
                <xref ref-type="bibr" rid="ref4">Ahmad et al. 2020</xref>).</p>
            <p>
                <xref ref-type="bibr" rid="ref85">Stern et al. (1993)</xref> proposed three value orientations that were pertinent to consumers&#x2019; environmental concerns as an early application of Schwartz&#x2019;s value theory: self-interest, altruism toward other humans, and altruism toward other species and the biosphere. Later, 
                <xref ref-type="bibr" rid="ref84">Stern and Dietz (1994)</xref> asserted that a person&#x2019;s perspective about themselves (egoistic value orientation), other people (altruistic value orientation), or plants and animals (biospheric value orientation) will determine how important they view environmental issues.</p>
            <p>The term 
                <italic toggle="yes">THK</italic> derives from the words &#x201c;Tri&#x201d; which means three, &#x201c;Hita&#x201d; which means happiness. and &#x201c;Karana&#x201d; which means cause. Therefore, lexically the term means three causes of happiness creation (
                <xref ref-type="bibr" rid="ref91">Yhani and Supastri 2020</xref>). Some examples of the implementation of our gratitude to God are (1) with 
                <italic toggle="yes">sradha</italic> (belief or trust) and 
                <italic toggle="yes">bhakti</italic> (activity of getting closer to God) giving 
                <italic toggle="yes">yadny</italic>a (divine service) and praying to God. Doing 
                <italic toggle="yes">Punia</italic> (offerings) without any strings attached, doing 
                <italic toggle="yes">tirtta yatra</italic> (holy journey) to places that can lead to their sacred values; (2) Caring for others, especially to a relative (fellow) hit by a disaster. As role model that illuminates others, at least we must be a torch for ourselves first by diligently talking of virtue while doing a real action; (3) The natural surroundings or our environment is our closest mirror of caring for nature. The environment looks beautiful, clean, and neatly arranged, which means that we can realize one of the 
                <italic toggle="yes">THK.</italic> In the Bhagawadgita it is said that &#x201c;
                <italic toggle="yes">Satatam kirtayatom mam. Yatantas ca drsha vrtatah. Namasyantas ca mam bhatya. Ni tyayuktah upsate</italic>&#x201d; (IX.14) (Always exclusively praise Me and do the duty of service uninterruptedly. You who worship me unceasingly and with eternal devotion are close to Me) (
                <xref ref-type="bibr" rid="ref19">Budiastika 2022</xref>).</p>
            <p>Thus, aim of this study is to improve understanding of the behavior of migrant receivers. In other words, this study aims to answer the question of the insignificant impact of the damage on customary forests and village forests management in Bali during the COVID-19 pandemic. This study proposes 2 questions. They are (1) what internal factors significantly influence the behavior of customary/village forest managers; and (2) how these factors shape the behavior of the managers of customary forests and/or village forests.</p>
            <p>This article illustrates the process as follows. The second section describes context, sample, measurement, and analysis of data. We present results and discussion in the third section. Finally, conclusions, limitations, and suggestions are presented in the fourth section.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>Methods</title>
            <sec id="sec7">
                <title>Context</title>
                <p>The study was conducted in two villages, namely Tenganan Village and Wanagiri Village. The two villages were chosen because (1) Tenganan Village has customary forests and Wanagiri Village has village forests; (2) each customary forest and village forest manager has joined a forest farmer group that was formed before the COVID-19 pandemic; (3) there were no extreme land cover changes during the COVID-19 pandemic (see 
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>).</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>Study area, Village forest and Customary Forest land cover.</title>
                        <p>Noted: Bali Island (A) (Source: 
                            <xref ref-type="bibr" rid="ref17">BPS, 2023</xref>); Village forest land cover in Wanagiri 2018 (B1), 2020 (B2), and 2022 (B3); Customary forest land cover in Tenganan 2018 (C1), 2020 (C2), and 2022 (C3).</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/174043/e44d7e38-f21e-45a1-8242-f9cfeaea9755_figure1.gif"/>
                </fig>
                <p>Tenganan Village is located in Manggis District, Karangasem Regency. The population is 1,044 people. The people of Tenganan Village are an early Hindu community (Bali Aga) with the Indra sect. They do not recognize castes like Balinese people in general. Based on Decree number 1546/MenLHK-PSKL/PKTH/Kum.1/2/2019, the Minister of Environment and Forestry (MoEF) designated the forest in Tenganan as a customary forest. The area of the Tenganan customary forest extends approximately 591 hectares consisted of 226 hectares of protected forests and 365 hectares of productive forests. The Tenganan customary forest is managed by all indigenous peoples, numbering around 668 people or 225 families. All residents are Hindus (
                    <xref ref-type="bibr" rid="ref15">BPS 2020</xref>). They are guided by customary rules (
                    <italic toggle="yes">awig-awig
</italic>) in managing customary forests.</p>
                <p>Wanagiri Village is situated in Sukasada District, Buleleng Regency. It has village forest that managed by a Village-Owned Enterprise named &#x201c;Eka Giri Karya Utama&#x201d;. With a total of 250 hectares, this village forest is divided into 2 zones of 80 hectare of protection zone and 170 hectare of utilization zone. The village forest was designated with the Decree of the Governor of Bali Number 2017/03-L/HK/2005. Most of the village forests have been planted with coffee. Total population in the village of Wanagiri is 4,056 people; 51.58% of which are men and 48.41% are women. Religion of the population are Hindus (98.91%); Islam (0.67%); Christian (0.201%); Catholic (0.17%); and Budhis (0.05%) (
                    <xref ref-type="bibr" rid="ref81">
Sistem_Informasi_Desa, 2023</xref>). There are 296 families involved in village forest management. This number is divided into 3 forest farmer groups, namely Wana Amerta (with 78 families); Puncak Manik (35 families); and Jagra Wana (78 families).</p>
                <p>In order to protect the public&#x2019;s health during the COVID 19 epidemic, the government imposed travel restrictions, promoted the 3M campaigns (mask use, hand washing, and keeping a distance), and gave out immunizations. In addition, the government also ensured the digitalization of health care. When a positive case of COVID-19 is suspected, medicine is immediately sent free of charge. Not all countries allow free transport of medically prescribed medicine.</p>
                <p>From an economic standpoint, the Government implemented a partial lockdown or locally known as Large-Scale social restriction (PSBB). This is quite rational because people can still carry out economic activities. The enforced PSBB in these areas is considered far more realistic than implementing a full lockdown throughout the country (
                    <xref ref-type="bibr" rid="ref71">Roziqin et al. 2021</xref>). In addition, the government also provides a social safety net. There are several social policies which include Family Hope Program, Staple Food Cards, Pre-Employment Cards, electricity subsidies, additional market and logistics operations, relief of credit payments for informal workers, and BLT Dana Desa (direct cash assistance to the village) (for more details, see 
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>).</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Framework return migrants and forest relations in the pandemic.</title>
                        <p>Note: 
                            <xref ref-type="fig" rid="f2">
Figure 2</xref> modified from 
                            <xref ref-type="bibr" rid="ref12">Bista et al. (2022)</xref>.</p>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/174043/e44d7e38-f21e-45a1-8242-f9cfeaea9755_figure2.gif"/>
                </fig>
                <p>Operationally, the research question of this study can be illustrated in 
                    <xref ref-type="fig" rid="f3">
Figure 3</xref>.</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Planned Behavior Theory, Tri Hita Karana, Proposed model and hypotheses.</title>
                        <p>Noted: Planned Behavior Theory (A). Source: 
                            <xref ref-type="bibr" rid="ref92">Yuriev et al. (2020)</xref>; Tri Hita Karana (B) Source: 
                            <xref ref-type="bibr" rid="ref3">Adityanandana &amp; Gerber (2019)</xref>.</p>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/174043/e44d7e38-f21e-45a1-8242-f9cfeaea9755_figure3.gif"/>
                </fig>
                <p>As seen in 
                    <xref ref-type="fig" rid="f3">
Figure 3(A)</xref>, attitudes, SN, and PBC are the predictors of intention. Consequently, this study examines three hypotheses derived from the conceptual model:</p>
                <table-wrap id="T1" orientation="portrait" position="anchor">
                    <table content-type="article-table" frame="hsides">
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>1</sub>:</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Attitudes have a positive effect on the intention to manage forest sustainably</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>2</sub>:</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Subjective norm has a positive effect on the intention to manage forest sustainably</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>3</sub>:</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Perceived behavioral control has a positive effect on the intention to manage village and/or customary forest sustainably
</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>
                    <xref ref-type="fig" rid="f3">
Figure 3(B)</xref> shows that 
                    <italic toggle="yes">THK</italic> is a harmonious integration of 3 related realms, namely the human world (
                    <italic toggle="yes">pawongan</italic>), the natural world (
                    <italic toggle="yes">palemahan</italic>), and the spiritual world (
                    <italic toggle="yes">parahyangan</italic>). The self (microcosm) is not separate from the universe (macro cosmos) and both are composed of the same elements (
                    <xref ref-type="bibr" rid="ref3">Adityanandana and Gerber 2019</xref>).</p>
                <p>The framing of 
                    <italic toggle="yes">THK</italic> as &#x201c;culture&#x201d;, &#x201c;tradition&#x201d;, and &#x201c;local wisdom&#x201d; can be criticized by using insights from various scientific domains (
                    <xref ref-type="bibr" rid="ref70">Roth and Sedana 2015</xref>). In this study, we frame 
                    <italic toggle="yes">THK</italic> as a value. Value is a belief that is closely related to influence. When values are activated, they are infused with feelings (
                    <xref ref-type="bibr" rid="ref78">Schwartz 2012</xref>). He also gives an example of people who consider independence an important value. People become aroused when their independence is threatened. They may feel despair when they are powerless to protect it and feel happy when they can enjoy it. Thus, the hypothesis proposed is:</p>
                <table-wrap id="T2" orientation="portrait" position="anchor">
                    <table content-type="article-table" frame="hsides">
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>4</sub>:</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">THK</italic> has a positive effect on attitudes towards sustainable forest management</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>5</sub>:</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">THK</italic> has a positive effect on subjunctive norms</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>6</sub>:</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">THK</italic> has a positive effect on perceived behavioral control</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Finally, 
                    <xref ref-type="fig" rid="f3">
Figure 3(C)</xref> shows the model proposed by this study, where value (THK) is an antecedent of TPB.</p>
            </sec>
            <sec id="sec8">
                <title>Sample</title>
                <p>Purposive sampling was used in this study. According to 
                    <xref ref-type="bibr" rid="ref25">Cooper and Schindler (2013)</xref>, purposive sampling is a non-probabilistic sampling that meets specific criteria. Following of the study objectives, the specific criteria are peple who: (1) cultivators of customary forests and village forests; (2) adults; (3) have a good literacy level; (4) responsible for the laid-off immigrants due to the COVID-19 pandemic; and (5) willing to be involved in the study.</p>
                <p>The sample size for a multivariate analysis should be 10 times more than the total number of variables to be examined, according to Roscoe in 
                    <xref ref-type="bibr" rid="ref79">Sekaran and Bougie (2016)</xref>. Depending on the complexity of the model, a sample size of 5 or 10 or 15 cases per parameter (
                    <xref ref-type="bibr" rid="ref52">Kline 2016</xref>). Meanwhile, the number of representative samples used in multivariate analysis was between 100 and 200, or five times as many as the questionnaire&#x2019;s question items (
                    <xref ref-type="bibr" rid="ref41">Hair et al. 2018</xref>). Based on what has been stated and also because not all managers of customary forests and/or village forests accept migrants, we targeted a sample size of 200 respondents.</p>
            </sec>
            <sec id="sec9">
                <title>Measurement</title>
                <p>In this study, structured questionnaires were used. The questionnaire consisted of two major parts, namely: (1) inquires about 
                    <italic toggle="yes">THK</italic>, attitudes, SN, PBC, and intention to continue to manage forest in a sustainable manner; and 2) inquires about the respondent&#x2019;s profile. The question items were modified from earlier studies by 
                    <xref ref-type="bibr" rid="ref7">Ariyanto et al. (2017)</xref>; 
                    <xref ref-type="bibr" rid="ref48">Homer (1995)</xref>; 
                    <xref ref-type="bibr" rid="ref60">Ofoegbu and Speranza (2017)</xref>; 
                    <xref ref-type="bibr" rid="ref21">Buyinza et al. (2020)</xref>; 
                    <xref ref-type="bibr" rid="ref14">Borges and Lansink (2016)</xref>. Because the question items are translated from English to Indonesian, the accuracy of the translation does matter (
                    <xref ref-type="bibr" rid="ref50">Jogiyato 2013</xref>). Therefore, we asked linguists at Yogyakarta State University to translate the question items from English into Indonesian. The translated Indonesian version was translated back into English by the author&#x2019;s colleagues who had studied abroad, to see the possible significant differences.</p>
            </sec>
            <sec id="sec10">
                <title>Data analysis</title>
                <p>Data in this study were analyzed with SEM. There are two SEM methods: covariance-based (CB-SEM) and variant-based (PLS-SEM). When deciding which one to be utilized, it&#x2019;s critical to be aware of the differences between the two (
                    <xref ref-type="bibr" rid="ref44">Hair Jr. et al. 2017</xref>). CB-SEM aims to &#x201c;minimize the differences between sample covariance matrix estimates, while PLS_SEM maximizes the explained variance of endogenous constructs&#x201d; (
                    <xref ref-type="bibr" rid="ref42">Hair et al. 2011</xref>). Therefore, CB-SEM is mainly used for the confirmation of established theories (explanations); in contrast, PLS-SEM is a prediction-oriented approach, primarily undertaken for exploratory research (
                    <xref ref-type="bibr" rid="ref74">Sarstedt et al. 2014</xref>).</p>
                <p>Almost all studies using PLS-SEM state that PLS-SEM has advantages over CB-SEM. It can complete formative and reflective measurements. Another advantage is that the samples are not necessarily large. Besides that, it assumes that the samples are not necessarily normally distributed (
                    <xref ref-type="bibr" rid="ref43">Hair et al. 2014</xref>; 
                    <xref ref-type="bibr" rid="ref46">Henseler et al. 2009</xref>). Because one of the aims of this study is to predict whether 
                    <italic toggle="yes">THK</italic> is an antecedent of attitude, SN, and PBC, this study uses PLS-SEM.</p>
                <p>Although PLS_SEM has some advantages, it also has disadvantages. PLS-SEM does not have a Goodness-of-Fit (GoF) index. The geometric mean of the communal mean and average R2 can be used as general criteria for GoF (
                    <xref ref-type="bibr" rid="ref87">Tenenhaus et al. 2005</xref>). The criteria for small, medium, and large effects of GoF are 0.1, 0.25, and 0.36 (
                    <xref ref-type="bibr" rid="ref89">Wetzels et al. 2009</xref>).</p>
            </sec>
        </sec>
        <sec id="sec11" sec-type="results">
            <title>Results</title>
            <sec id="sec12">
                <title>Profile of responden</title>
                <p>The respondents were surveyed self-administered. To filter respondents to fit the criteria, we used filter/screening questions. The questions asked whether, during the COVID-19 pandemic, the respondents accepted the laid-off family members. Screener questions were intended to avoid respondents from answering irrelevant questions.</p>
                <p>Of the 200 questionnaires distributed, 71 respondents completed them (meet the criteria sample and pass the screener question). Therefore 71 questionnaires were analyzed. Of the 71 data analyzed, the respondents were born and raised in the villages of Wanagiri and Tengganan (97.20%) while the rest were not born in the location and live in the villages of Wanagiri and Tengganan due to marriage (2.80%). 
                    <xref ref-type="table" rid="T3">
Table 1</xref> contains information about the respondent&#x2019;s profile.</p>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Respondent&#x2019;s demographic profile (n = 71).</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Gender</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Monthly expenses</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Male</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">78.90</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">&#x2264; Rp 1.000.000</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">12.70</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Female</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21.10</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Rp. 1.000.001 &#x2013; Rp. 2.500.000</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">64.80</td>
                            </tr>
                            <tr>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="middle">&gt; Rp. 2.500.000</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">22.50</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Age</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Occupation</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">&lt; 21</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2.80</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Farmer</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">59.20</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21-30</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">8.50</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Village officials</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">8.50</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">31-40</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">22.50</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Trader</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">11.30</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">41-50</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">35.20</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Other</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21.10</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">&gt; 50</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">31.00</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Education</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Family members</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Elementary School</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">35.20</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">&lt; 2</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">15.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Junior High School</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">19.70</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2-4</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">63.4</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Senior High School</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">25.40</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">&gt; 4</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21.1</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Academy</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">19.70</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec13">
                <title>Measurement model</title>
                <p>A self-administered version of the questionnaire was intended. When employing self-administered questionnaires, researchers encounter challenges since respondents&#x2019; answers are more impacted by the clarity of the written words than by the interviewer&#x2019;s abilities (
                    <xref ref-type="bibr" rid="ref96">Zikmund and Babin 2016</xref>). Thus, the initial step was to carry out a pilot test after the questionnaire had been compiled. The objectives of the pilot test are to identify: (1) whether there are ambiguous words; (2) whether the instructions given can be understood; (3) whether it is difficult for the respondent to answer; and (4) how long the respondent took the time to fill out the questionnaires. A tiny sample size of three respondents participated in this pilot test. The questionnaires were promptly duplicated and distributed to the respondents after revisions were made in response to the pilot test&#x2019;s findings.</p>
                <p>The criteria for convergent validity, according to 
                    <xref ref-type="bibr" rid="ref37">Fornell and Larcker (1981)</xref>, are that: (1) the factor loading is significant and higher than 0.7; and (2) the Average Variance Extracted (AVE) value is higher than 0.5; whereas for discriminant validity, the AVE value exceeds the squared correlation value between the construct pairs (
                    <xref ref-type="table" rid="T5">
Table 3</xref>). The composite reliability value is used to evaluate reliability. The cutoff criterion for Composite Reliability is 0.7 (
                    <xref ref-type="bibr" rid="ref2">Abdillah and Jogiyanto 2015</xref>; Nunnaly in 
                    <xref ref-type="bibr" rid="ref61">Onofrei et al. 2022</xref>).</p>
                <p>
                    <xref ref-type="table" rid="T4">
Table 2</xref> shows that all variables passed the convergent validity test with an AVE value greater than 0.5. Additionally, it has passed the test for discriminant validity, which establishes that each indicator in a latent variable differs from indicators in other latent variables (as shown by a higher loading score in its construct). All variables pass the construct reliability test, as evidenced by the reliability testing results (each variable&#x2019;s composite reliability is more than 0.7).</p>
                <table-wrap id="T4" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Convergent validity and reliability testing.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Constructs</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Item loading</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">AVE</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Composite reliability</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>

                                        <italic toggle="yes">Tri Hita Karana</italic>
</bold> (
                                    <xref ref-type="bibr" rid="ref7">Ariyanto et al. 2017</xref>)</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.690</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.917</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Sincerity and prayer will expedite my process of utilizing forest land</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.766</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Believing in the law of karma phala will lead me to the forest land utilization</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.854</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Village (customary) leaders care for forest land utilization</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.851</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Collective effort and responsibilities of village (customary) residents and leaders ensure the wise utilization of the forest</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.783</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Forest land utilization provides learning opportunities and enables anticipation of upcoming changes</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.894</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Attitude toward SFM</bold> (
                                    <xref ref-type="bibr" rid="ref48">Homer 1995</xref>)</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.851</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.945</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sustainable management of customary/village forests to reduce the economic burden after the pandemic is:</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Very Unwise &#x2013; Very Wise</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.941</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Negative- Positive</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.857</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Very Poor &#x2013; Very Good</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.966</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Subjective Norm</bold> (
                                    <xref ref-type="bibr" rid="ref60">Ofoegbu and Speranza 2017</xref>)</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.679</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.863</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Village and/or customary officials will support the sustainable management of customary forests/village forests</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.761</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>Other people with whom I interact regularly will perceive the desirability of involvement in the sustainable management of customary village forests</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.835</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>I appreciate other people's significant opinions regarding my involvement in the sustainable management of customary/village forests</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.872</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Perceived Behavioral Control</bold> (
                                    <xref ref-type="bibr" rid="ref21">Buyinza et al. 2020</xref>)</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.693</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.871</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>I believe I am knowledgeable enough about sustainable customary/village forest management</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.759</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>I have all the necessary labor and knowledge resources to manage village and/or customary forests sustainably</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.874</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>When I want to plan sustainable customary/village forest management, I have sufficient technical skills.</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.860</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>Intention toward SFM</bold> (
                                    <xref ref-type="bibr" rid="ref14">Borges and Lansink 2016</xref>)</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.862</bold>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>0.926</bold>
</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>I intent to get alternative income from sustainable customary/village forests management in the next year?</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.898</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <p>

                                        <list list-type="bullet">
                                            <list-item>
                                                <label>&#x2022;</label>
                                                <p>How serious are you in the customary/village forests management in the next year?</p>
                                            </list-item>
                                        </list>
                                    </p>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.921</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <table-wrap id="T5" orientation="portrait" position="float">
                    <label>
Table 3. </label>
                    <caption>
                        <title>Discriminant validity testing.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top"/>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Attitude toward SFM</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Intention toward SFM</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
PBC</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Subjective norm</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Tri Hita Karana</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
Attitude toward SFM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>(0.922)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Intention toward SFM</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.401</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>(0.928)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">PBC</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.233</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.428</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>(0.832)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Subjective Norm</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.470</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.471</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.365</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>(0.824)</bold>
</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Tri Hita Karana</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.292</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.352</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.372</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.312</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <bold>(0.831)</bold>
</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>Noted: The values in brackets are the square root of AVE.</p>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
            <sec id="sec14">
                <title>Structural model, hypothesis testing and goodness of fit</title>
                <p>Following the measurement model, SEM was used to investigate each hypothesis contained within the suggested model. This two-step analytic strategy is consistent with 
                    <xref ref-type="bibr" rid="ref6">Anderson and Gerbing (1988)</xref>. The results can be seen in 
                    <xref ref-type="table" rid="T6">
Table 4</xref>.</p>
                <table-wrap id="T6" orientation="portrait" position="float">
                    <label>
Table 4. </label>
                    <caption>
                        <title>Structural model and hypotheses testing.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="2" rowspan="1" valign="top">Hypotheses</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Path Coefficient</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">t-value
</italic>
</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Supported?</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>1</sub>
                                    </italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Attitude &#x2192; intention</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.112</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2.063</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>2</sub>
                                    </italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Subjective norm &#x2192; intention</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.130</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2.539</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>3</sub>
                                    </italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Perceived behavioral control &#x2192; intention</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.111</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.292</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>4</sub>
                                    </italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <italic toggle="yes">Tri Hita Karana</italic> &#x2192; atiitude</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.121</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">3.471</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>5</sub>
                                    </italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <italic toggle="yes">Tri Hita Karana</italic> &#x2192; subjective norm</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.148</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">3.029</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Yes</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">H
                                        <sub>6</sub>
                                    </italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <italic toggle="yes">Tri Hita Karana</italic> &#x2192; perceived behavioral control</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.092</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">5.841</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Yes</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>
                    <xref ref-type="table" rid="T6">
Table 4</xref> shows that all hypotheses are supported by data with a t value greater than the t table; while the relationship between variables shows unilateral results (all path values have positive coefficients).</p>
                <p>After testing the hypothesis, we calculate the GoF value. If a model does not fit the data, then the data contains more information than the model conveys. Therefore, the prediction is not significant, and the conclusion may be debatable (
                    <xref ref-type="bibr" rid="ref45">Henseler et al. 2016</xref>). The GoF value in this study is 0.685, which is higher than the large GoF value. Therefore, the proposed model is consistent with the data, and the model tested is parsimonious and reasonable.</p>
            </sec>
        </sec>
        <sec id="sec15" sec-type="discussion">
            <title>Discussion</title>
            <p>The results of this study differ from the findings of research conducted by Yazdanpanah et al (2014) who examined water conservation-related behavior intentions across the Middle East and North Africa; 
                <xref ref-type="bibr" rid="ref53">Knussen et al. (2004)</xref> who examined intention to recycle household waste in Glasgow, Scotland; 
                <xref ref-type="bibr" rid="ref60">Ofoegbu and Speranza (2017)</xref> who examine at South Africa&#x2019;s intention to adopt practical management and sustainable forest usage; where the three reported that at least one of the 3 predictors of behavioral intention in TPB (Attitude, SN and PBC) did not have a significant effect. Accordingly, the results of this study confirmed that the 3 predictors had a positive and significant effect. The findings of this study are consistent with the study conducted by 
                <xref ref-type="bibr" rid="ref97">Ajzen (2011)</xref> who states that ideally, the 3 predictors have a positive and significant statistical effect; 
                <xref ref-type="bibr" rid="ref14">Borges and Lansink (2016)</xref> who predicted cattle ranchers&#x2019; intentions in Brazil to adopt better natural pastures.</p>
            <p>This study used the TPB model to understand, explain, and predict the behavior of families who receive the arrival of migrants in their areas. It identifies the reason for their willingness to cultivate forests sustainably. This study model includes the 
                <italic toggle="yes">THK</italic> construct in the TPB model to understand, explain, and predict the behavior of land cultivators due to the impact of COVID-19. When COVID-19 hit, many company workers were laid off so they returned to their hometowns, which consequently more or less put pressure on the families who received their return.</p>
            <p>The TPB model developed in this study shows that social psychological factors (attitudes, SN, and PBC) can explain and predict the intentions and behavior of forest managers. The 
                <italic toggle="yes">THK</italic> variable included in the TPB model can explain and predict attitudes, SN, and PBC positively and significantly. Adopted values are defined as ideals and guiding principles in human life (
                <xref ref-type="bibr" rid="ref69">Rokeach 1973</xref>; 
                <xref ref-type="bibr" rid="ref75">Schwartz 1992</xref>). Likewise with 
                <italic toggle="yes">THK</italic> are the values adhered to by the Balinese Hindu community and become the basis for displaying behavior.</p>
            <p>Attitudes have a strong impact on people&#x2019;s perceptions toward the attitude object and thus have an impact on behavior (
                <xref ref-type="bibr" rid="ref33">Fazio 1986</xref>). Attitudes can be positive or negative and contain moral beliefs, namely individual beliefs that something is moral or immoral (
                <xref ref-type="bibr" rid="ref31">Eagly and Chaiken 1993</xref>; 
                <xref ref-type="bibr" rid="ref54">Krosnick and Petty 1995</xref>; 
                <xref ref-type="bibr" rid="ref83">Skitka et al. 2005</xref>). Attitudes have a strong influence on the way humans perceive and understand the world (
                <xref ref-type="bibr" rid="ref34">Fazio 2000</xref>; 
                <xref ref-type="bibr" rid="ref56">Maio et al. 2019</xref>).</p>
            <p>Because values are guiding principles and they are considered to guide our behavior (
                <xref ref-type="bibr" rid="ref72">Sagiv and Roccas 2017</xref>) through a series of variables including attitudes (
                <xref ref-type="bibr" rid="ref49">Homer and Kahle 1988</xref>), then, the values espoused will influence human feelings towards certain objects or people, which in turn will influence action (
                <xref ref-type="bibr" rid="ref88">Thorne et al. 2020</xref>). In this study, the values of 
                <italic toggle="yes">THK</italic> adhered to by migrant-receiving families can shape their attitudes toward the sustainable forest management. They adhere to the values of 
                <italic toggle="yes">THK</italic> principles that produce positive manifestations reflected in the continuous management forests sustainably even though they have migrants arriving.</p>
            <p>Furthermore, espoused values may vary between individuals depending on their personality, needs, and circumstances (
                <xref ref-type="bibr" rid="ref80">Sheth et al. 1991</xref>). Adhered values are felt by individuals and can be shaped and influenced by others as many research results show that individuals are influenced by friends, relatives, co-workers, business partners, or other parties around them (
                <xref ref-type="bibr" rid="ref63">Paul et al. 2016</xref>). The results of this study indicate that the perception of migrant-arriving families to 
                <italic toggle="yes">THK</italic> values is positive. This in turn forms the SN. The family feels that the 
                <italic toggle="yes">THK</italic> values around them can influence their perception of SN. In this case, the reference group agrees or advises them to continuously carry out sustainable forest management. In other words, the reference group also adheres to 
                <italic toggle="yes">THK</italic> values and may also sustainably manage forests.</p>
            <p>PBC refers to a person&#x2019;s beliefs about how easy or difficult or possible or impossible it is to perform a particular behavior (
                <xref ref-type="bibr" rid="ref5">Ajzen 1991</xref>). Many previous studies often used PBC as an antecedent of various behaviors related to environmental sustainability (
                <xref ref-type="bibr" rid="ref35">Fishbein and Ajzen 2010</xref>; 
                <xref ref-type="bibr" rid="ref92">Yuriev et al. 2020</xref>). PBC contains belief power which is an individual&#x2019;s belief in the existence of factors that support him to behave. This belief is a consequence of the values held by the individual. The 
                <italic toggle="yes">THK</italic> values adhered to by migrant-receiving families control their behavior concerning the sustainable forest management. The espoused value is an individual&#x2019;s belief in the existence of factors that support him to manage forests sustainably. Thus, the espoused 
                <italic toggle="yes">THK</italic> values can influence attitudes, SN, and PBC, which in turn influence the intention of cultivating forest land sustainably.</p>
            <sec id="sec16">
                <title>Limitations</title>
                <p>This study has several limitations for further research. 
                    <bold>First</bold>, the data was collected using the cross-sectional method that captures only a specific point in time. Further research may consider the longitudinal method. 
                    <bold>Second</bold>, the samples were collected using a non-probabilistic method which only allows the generalization of results with the same conditions and characteristics. 
                    <bold>Third</bold>, in Government Regulation Number 23 of 2021, social forestry has 5 schemes namely village forests, community forests, community plantation forests, customary forests, and forestry partnerships. This study was exclusively conducted in village forests and customary forest, and future research could be conducted on other schemes of social forestry.</p>
                <p>This study also has some practical implications for managers. Because the 
                    <italic toggle="yes">THK</italic> concept can guide humans in humanizing nature by harmonizing the concepts of God and humans, by socializing, understanding, deepening, and applying the 
                    <italic toggle="yes">THK</italic> concept, awareness will be created to protect nature because nature is part of human beings and God. In other words, in creating community welfare, there is an inseparable relationship between humans and God. A deeper understanding and application of this approach can be ensured by making 
                    <italic toggle="yes">THK</italic> a mandatory content and subject in the primary and secondary education curriculum.</p>
            </sec>
            <sec id="sec17">
                <title>Ethical considerations</title>
                <p>This study received ethical approval from the Ethics Committee of the Indonesia Open University (Universitas Terbuka Indonesia) following comprehensive review (Protocol Number: B/1571/UN31SPS/PT.01.05/2024, approved on April 19,2024). Due to educational background, cultural norms, and risk perception, verbally informed consent was obtained from all participants prior to their involvement in the study. Participants provided explicit agreement for their response to be published in anonymized form as part of aggregate data analysis. All data collection and management procedures adhered to established ethical guidelines for human subject research.</p>
            </sec>
        </sec>
    </body>
    <back>
        <sec id="sec21" sec-type="data-availability">
            <title>Data availability statement</title>
            <sec id="sec22">
                <title>Underlying data</title>
                <p>Figshare: Dataset coding responses from Bali-THK respondents (English).xlsx, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/https://doi.org/10.6084/m9.figshare.27890262.v1">10.6084/m9.figshare.27890262.v1</ext-link> (
                    <xref ref-type="bibr" rid="ref62">Patiro et al. 2024</xref>).</p>
                <p>This file contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>*</label>
                            <p>Dataset coding responses from Bali-THK respondents (English).xlsx</p>
                        </list-item>
                        <list-item>
                            <label>*</label>
                            <p>The variable in this file are: Name, Full-time job, Part-time job, Gender, Length of stay, Monthly expenditure, Age, Education, Family members, Social position, Marital status, Tri Hita Karana (5 indicators), Attitude (3 indicators), Social Norm (3 indicators), Perceived Behavioral Control (3 indicators), and Intention (2 indicators).</p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the Creative Commons Zero &#x201c;No rights reserved&#x201d; data waiver (CC0 Public domain dedication).</p>
            </sec>
            <sec id="sec23">
                <title>Extended data</title>
                <p>

                    <list list-type="order">
                        <list-item>
                            <label>1.</label>
                            <p>Figshare: Tri Hita Karana Questionnaire (Indonesia).docx, 
                                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.27861828.v1">10.6084/m9.figshare.27861828.v1</ext-link> (
                                <xref ref-type="bibr" rid="ref62">Patiro et al. 2024</xref>).</p>
                        </list-item>
                    </list>
                </p>
                <p>This file is a questionnaire in Bahasa Indonesia.
                    <list list-type="order">
                        <list-item>
                            <label>2.</label>
                            <p>Figshare: Tri Hita Karana Questionnaire (English).docx, 
                                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.27861894.v1">10.6084/m9.figshare.27861894.v1</ext-link> (
                                <xref ref-type="bibr" rid="ref62">Patiro et al. 2024</xref>).</p>
                        </list-item>
                    </list>
                </p>
                <p>This file is a questionnaire in English.</p>
                <p>Data are available under the terms of the Creative Commons Zero &#x201c;No rights reserved&#x201d; data waiver (CC0 Public domain dedication).</p>
            </sec>
            <sec id="sec18">
                <title>Reporting guidelines</title>
                <p>This work did not use standard review methods, hence no reporting guidelines were applied.</p>
            </sec>
        </sec>
        <ack>
            <title>Acknowledgements</title>
            <p>We extend our sincere gratitude to the Indonesia Open University for their institutional support. We would particularly like to acknowledge Maharani Hapsari, Rahman Kurniadi, Rini Astuti, Pantja Pramudya, Budi Mulyawan, Zaenal Fuad, Ismatul Hakim, Aria Atyanto Satwiko, Rini Hanifa, Caroline Astipranatari, Putu Widiana, and Putu Suarjana for their invaluable contributions to the data collection process. Their expertise and dedication significantly enhanced the quality and scope of this research.</p>
        </ack>
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    <sub-article article-type="reviewer-report" id="report346466">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.174043.r346466</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Daeng Massiri</surname>
                        <given-names>Sudirman</given-names>
                    </name>
                    <xref ref-type="aff" rid="r346466a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r346466a1">
                    <label>1</label>Tadulako University, Palu City, 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>30</day>
                <month>1</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Daeng Massiri S</copyright-statement>
                <copyright-year>2025</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="relatedArticleReport346466" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.158455.1"/>
            <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 Covid 19 Pandemic problem has passed 5 years ago and Indonesia has successfully overcome this problem. However, this research predicts the impact of forest sustainability caused by the Covid 19 pandemic, through the application of the Theory of Planned Behaviour (TPB) framework. The application of the TPB theoretical framework in predicting the behavior and intention to manage forests is the novelty of this research.&#x00a0;</p>
            <p> </p>
            <p> 
                <bold>Background</bold>
            </p>
            <p> Authors also need to corroborate with previous research to strengthen whether there is an impact of covid 19 on forest sustainability or on land cover change.</p>
            <p> </p>
            <p> 
                <bold>Sample</bold>
            </p>
            <p> Why were non-migrant recipient communities not interviewed as behavioral controls?. Is there a difference between the community receiving covid 19 migrants and non-migrant recipients?.</p>
            <p> </p>
            <p> 
                <bold>Discussions</bold>
            </p>
            <p> Discussions Should&#x00a0; strengthening references that confirm whether the covid pandemic increased pressure on forest destruction? Or whether during covid 19 there was an increase in forest product commodities?&#x00a0;</p>
            <p> </p>
            <p> The author should also clarify whether there is a difference in the behavior of communities that accept migrants and communities that do not accept migrants.</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>Forest Policy, Social forestry</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>
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    </sub-article>
</article>
