<?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.122476.1</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 cross-sectional study of Malaysian low-income drug addict wives: Relationship between family impact, coping and mental wellbeing</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved, 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Adnan</surname>
                        <given-names>Haikal Anuar</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-6492-8452</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Arshat</surname>
                        <given-names>Zarinah</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-1489-5429</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Ahmad Shahril</surname>
                        <given-names>Nurul Saidatus Shaja&#x2019;ah</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Human Development and Family Studies, Faculty of Human Ecology, Universiti Putra Malaysia, Serdang, Selangor, 43400, Malaysia</aff>
                <aff id="a2">
                    <label>2</label>Centre for Research in Psychology and Human Wellbeing, Faculty of Social Sciences and Humanities, National University of Malaysia, Bangi, Selangor, 43600, Malaysia</aff>
                <aff id="a3">
                    <label>3</label>Family, Adolescent and Child Research Centre of Excellence (FACE), Faculty of Human Ecology, Universiti Putra Malaysia, Serdang, Selangor, 43400, Malaysia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:zarinah_upm@upm.edu.my">zarinah_upm@upm.edu.my</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>21</day>
                <month>6</month>
                <year>2022</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2022</year>
            </pub-date>
            <volume>11</volume>
            <elocation-id>683</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>6</day>
                    <month>6</month>
                    <year>2022</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2022 Adnan HA et al.</copyright-statement>
                <copyright-year>2022</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/11-683/pdf"/>
            <abstract>
                <p>
                    <bold>Background</bold>: The involvement of the husbands in the issue of drug addiction has impacted the wives&#x2019; livelihoods. Due to drug addiction amongst husbands, the wives experience stress and strain. The Stress Strain Coping Support Model (SSCS) was established to better comprehend how coping influences stress and strain. Thus, the purpose of this study was to determine the relationship between the stress which refers to family impact experienced by the wives of drug addicts, in terms of economic difficulties and marital conflict, and mental wellbeing. Furthermore, this study examines the role of coping as a mediating factor between family impact and mental wellbeing.</p>
                <p>
                    <bold>Methods</bold>: This study involved 132 wives of low-income drug addicts in Malaysia, who were selected using a purposive sampling method. Economic Strain Scale (ESS) and Braiker-Kelly Marital Conflict Scale (BKMCS) were used to measure family impact. Coping and Adaptation Processing Scale Short Form (CAPS-SF) and Short Warwick-Edinburgh Mental Wellbeing Scale (SWEMWBS) were used to measure coping and mental wellbeing of the respective respondents.</p>
                <p>
                    <bold>Results</bold>: Path analysis using SmartPLS software version 3.3.7 showed that there is a direct association between family impact and coping, and between coping and mental wellbeing. The results also showed that&#x00a0;family impact was associated indirectly with mental wellbeing through coping.</p>
                <p>
                    <bold>Conclusions</bold>: The findings benefited drug addict wives and practitioners related to this field in terms of enhancing the use of coping mechanisms in managing family impact and improving mental wellbeing, specifically amongst low-income drug addict wives.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>marital conflict; economic strain; stress; family impact; coping; mental wellbeing; drug addict wives; low income</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>Fundamental Research Grant Scheme (FRGS)</funding-source>
                    <award-id>FRGS/1/2019/SS05/UPM/02/6</award-id>
                </award-group>
                <funding-statement>This research was funded by Ministry of Higher Education through Fundamental Research Grant Scheme (FRGS) (Reference No: FRGS/1/2019/SS05/UPM/02/6). This research is under a big project entitle &#x2018;Modelling of Coping, Adaptation and Psychological Well-Being among B40 Wives to Drug Addicts in Malaysia&#x2019;.  Special thanks to the National Anti-Drugs Agency in Malaysia and respondents who involved in the study for their cooperation in making this project a success.</funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>Drug addiction is a global issue that affects every country, including Malaysia. According to,
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> around 275 million people worldwide have engaged in drug misuse, with up to 36 million of those people suffering from substance abuse disorders. Meanwhile the statistics from Ref. 
                <xref ref-type="bibr" rid="ref2">2</xref> shown there were 142,199 drug misuse cases in Malaysia in 2019, compared to a population of approximately 32.4 million to 32.6 million Malaysians. These figures indicate that around one person in every 229 people in Malaysia is a drug user. At least 95.5 percent of drug addicts are men, while women make up only 4.5 percent.</p>
            <p>Drug abuse has a harmful impact not only on the addicted person, but also on their family members. A previous study found that people who live with drug abusers are stressed out a lot
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> and women who are drug addicts&#x2019; wives or mothers face more severe negative consequences than other family members.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> For the wives of drug addicts, mental health is a major issue.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> Wives of drug addicts also often have problems with their social networks, like not being able to get help from others and not being able to keep in touch with family and friends,
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> experiencing violence and persecution,
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>
                </sup> experiencing issues related to marital conflict
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> and experiencing economic strain.
                <sup>
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>
                </sup> It is predicted that the wives of drug users will have a negative impact on their overall wellbeing as a result of having to deal with a large number of negative situations. However, although the wives of drug addicts face a variety of difficulties in their lives, not everyone wishes for the marriage to end in a dissolution. One of the reasons wives want to stay with their husbands is a sense of obligation to help their husbands deal with addiction and worry about life after separation because they have strong physical and emotional ties with their partners.
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> Thus, a study should be conducted to see how they deal with them. This is because living with drug addicts without the right coping skills will have a negative effect on their wellbeing.</p>
            <p>The Stress Strain Coping Support Model is one of the models that focuses on the stress and strain experienced by the wife of a drug addict.
                <sup>
                    <xref ref-type="bibr" rid="ref26">26</xref>
                </sup> The main idea behind this model is that people who are stressed because family members have addiction problems can respond to that stress and reduce the amount of strain they experience. The stress that families feel because of their loved one&#x2019;s addiction problems can come in many different forms, including family problems, life management issues, and concerns about money and resources.
                <sup>
                    <xref ref-type="bibr" rid="ref27">27</xref>
                </sup> The concept of stress was measured in this study using the concept of family impact, which includes marital conflict and economic strain. The strain felt by family members of addicts is a direct result of the environment in which they live. According to this model, family member strain refers to the health of family members. These health problems arise as a result of the addict&#x2019;s immediate family members experiencing behavioural disorders, distinctive changes, and serious challenges. Health issues that affect direct family members can range from physical to psychological. The concept of strain was measured in this study using mental wellbeing. It is assumed that the stress that drug users&#x2019; wives suffer contributes to their poor mental wellbeing. The existence of symptoms of either happy feelings or positive functioning in life can be regarded as mental wellbeing.
                <sup>
                    <xref ref-type="bibr" rid="ref28">28</xref>
                </sup> The concept of mental wellbeing, according to Ref. 
                <xref ref-type="bibr" rid="ref29">29</xref>, encompasses two perspectives: a subjective experience perspective on happiness (affect) and life satisfaction (hedonic perspective); and a positive psychological functioning perspective on good relationships with others and self-realization (eudaimonia perspective).</p>
            <p>Coping is an important concept in the SSCS model, which means that family members who face problems in their lives because of the involvement of immediate family members with addiction problems must figure out how to understand and respond to family problems. The way a family understands and responds to the problems they face is a sign of how well they are coping. Coping is a broad term that refers to an effort that entails cognitive and behavioural processes in order to deal with an unpleasant event in life
                <sup>
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup> while
                <sup>
                    <xref ref-type="bibr" rid="ref31">31</xref>
                </sup> define coping as the variety of ways in which individuals think and behave in response to problems and stress. Coping is a fundamental premise of the SSCS model because it assumes that family members are not helpless but capable of improving their own health.
                <sup>
                    <xref ref-type="bibr" rid="ref32">32</xref>
                </sup> describe three coping strategies used by family members to deal with their family members&#x2019; addictions: putting up, withdrawing, and engaging in active coping, or standing up. Even though the SSCS model is often used to look at the relationships between these variables, some of the model&#x2019;s flaws have been found. To begin with, it is ineffective at examining how stress affects strain because it uses data from European countries such as Mexico, England, and Italy. However, it excludes data from Asian and Muslim countries.
                <sup>
                    <xref ref-type="bibr" rid="ref27">27</xref>
                </sup> Second, the SSCS model focuses on interpersonal coping, and an examination of intrapersonal coping is necessary.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup> Third, the role of coping as a moderating or mediating factor in the relationship between stress and strain remains unclear and requires additional research.
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup>
            </p>
            <p>As a result, this study was conducted to close the gap that currently exists: 1) the respondents in this study are Muslim wives of drug addicts in Malaysia. 2) recognise the scope of coping specifically through concept of coping process introduced by Ref. 
                <xref ref-type="bibr" rid="ref32">32</xref>. According to Ref. 
                <xref ref-type="bibr" rid="ref32">32</xref> coping is a behaviour in which the process of adaptation occurs during a stressful situation and is classified into four adaptive modes: physiology, self-concept, role function and interdependence. 3) this study determined the role of coping as a mediating factor in the relationship between family impact and mental wellbeing.</p>
            <p>Based on the preceding discussion, the purpose of this study was to identify the association between the family impact experienced by wives of drug addicts in terms of economic strain and marital conflict, as well as their ability to cope and their mental wellbeing. In addition, this study looks into the role of coping as a mediator between family impact and mental wellbeing relationship. The conceptual framework of this study is as shown in 
                <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>Conceptual framework.</title>
                </caption>
                <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/134465/57ad1be9-f5a7-45a3-9d24-16d8b8e4794d_figure1.gif"/>
            </fig>
        </sec>
        <sec id="sec2">
            <title>Literature review</title>
            <p>Marriage is a natural part of practically everyone&#x2019;s life. According to a prior study, married individuals had a higher sense of wellbeing than unmarried, divorced, or widowed individuals.
                <sup>
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup> However, the problems that married couples have because their husbands are addicted to drugs have a negative effect on the quality of their marriage.
                <sup>
                    <xref ref-type="bibr" rid="ref38">38</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref40">40</xref>
                </sup> Numerous previous studies have examined the relationship between family impact such as marital conflict and various aspects of wellbeing. The majority of previous research has established a direct link between marital conflict and aspects of life quality, such as mental health,
                <sup>
                    <xref ref-type="bibr" rid="ref41">41</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref44">44</xref>
                </sup> subjective wellbeing,
                <sup>
                    <xref ref-type="bibr" rid="ref45">45</xref>
                </sup> life satisfaction
                <sup>
                    <xref ref-type="bibr" rid="ref46">46</xref>
                </sup> and suicide ideation.
                <sup>
                    <xref ref-type="bibr" rid="ref44">44</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup> However,
                <sup>
                    <xref ref-type="bibr" rid="ref48">48</xref>
                </sup> study contradicts the findings of other researchers, as he discovered that marital conflict has no significant relationship with psychological wellbeing.</p>
            <p>Additionally, previous researchers examined the relationship between the variables in this study. A study conducted by Refs. 
                <xref ref-type="bibr" rid="ref3">3</xref>, 
                <xref ref-type="bibr" rid="ref49">49</xref> discovered a significant relationship between family impact, coping, and strain among addicts&#x2019; family members. In a study of infertile couples,
                <sup>
                    <xref ref-type="bibr" rid="ref50">50</xref>
                </sup> found that marital satisfaction, marital communication, conflict resolution style, and coping were all linked to each other.
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup> conducted a study to examine the association between family impact and involvement coping, tolerance coping, depression, anxiety, stress, and quality of life, and discovered a strong relationship between these variables. Withdrawal coping, on the other hand, has not been linked to stress. The study by Ref. 
                <xref ref-type="bibr" rid="ref51">51</xref> found that higher levels of burden showed significant associations with greater psychological distress and more use of coping, whereas greater acceptance of the situation showed an association with less psychological distress.</p>
            <p>Numerous researchers have examined the capacity for coping as a mediator between the relationship between family impact and strain. However, the methods used by previous researchers to assess family impact and strain are clearly different. Study conducted by
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup> examined stress and strain using the Family Member Impact Scale and the Symptom Rating Scale. This study discovered that involvement and tolerant coping both function as partial mediators of family stress and strain.
                <sup>
                    <xref ref-type="bibr" rid="ref49">49</xref>
                </sup> Horv&#x00e1;th and Urb&#x00e1;n&#x00a0;used the Zarit burden interview - short version to assess stress, while Beck hopelessness scale - short version was used to assess strain. The study&#x2019;s findings indicate that tolerant inactive is a significant mediator of the stress-strain relationship. Coping&#x2019;s ability to act as a mediator is also supported by Ref. 
                <xref ref-type="bibr" rid="ref3">3</xref> findings that coping acts as a significant mediator between stress and strain. However, the findings of
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup> study differ from those of other researchers. Significant mediators for stress-strain relationships were not found to be coping.</p>
            <p>According to the literature review above, the following gaps were discovered during the analysis of this previous study; First, the findings regarding the relationship between the variables are varied. Second, this previous study did not include wives of drug addicts in its sample selection; rather, it included a variety of samples, including wives of alcohol addicts,
                <sup>
                    <xref ref-type="bibr" rid="ref52">52</xref>
                </sup> married couples in general,
                <sup>
                    <xref ref-type="bibr" rid="ref46">46</xref>
                </sup> working wives,
                <sup>
                    <xref ref-type="bibr" rid="ref43">43</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup> and patients diagnosed with depression.
                <sup>
                    <xref ref-type="bibr" rid="ref42">42</xref>
                </sup> Third, studies involving Malaysian participants are still lacking. Fourth,
                <sup>
                    <xref ref-type="bibr" rid="ref49">49</xref>
                </sup> suggest that the measurement tools used to measure variables should also be different. Thus, a study focusing on the wives of low-income drug addicts in Malaysia is necessary to examine the relationship between family impact, coping, and mental wellbeing in the Malaysian context.</p>
        </sec>
        <sec id="sec3" sec-type="methods">
            <title>Methods</title>
            <sec id="sec4">
                <title>Research design</title>
                <p>The quantitative approach was chosen because the primary goal of this study was to determine the relationship between the study variables, which were family impact, coping, and mental wellbeing. Using SMART-PLS software, this study also aimed to test the role of coping factors in mediating the relationship between family impact and mental wellbeing. This study employs a cross-sectional design and a questionnaire-based survey method. Furthermore, this is a correlation-shaped study. A correlation-shaped study, according to Refs. 
                    <xref ref-type="bibr" rid="ref53">53</xref>, 
                    <xref ref-type="bibr" rid="ref54">54</xref>, is a study that involves data collection to determine whether there is a relationship between the variables measured and to investigate the extent to which the impact of various variables is independent of the dependent variable. The independent variable in this study is family impact, and the dependent variable is mental wellbeing. While coping is a mediator variable between the family impact and mental wellbeing relationship. Because the cross-sectional study is prone to common method bias, common method variance analysis was conducted using Harman&#x2019;s Single Component approach to address this issue.</p>
                <p>Purposive sampling method was used to select the study sample, which included 132 wives of drug addicts. The subject criteria for this study were low-income wives, i.e., household income less than RM4,849 (USD1,103.56); wife of a drug addict who is in a drug rehabilitation centre; not involved in drugs; Malay; and has at least one child between the ages of 17 and under living together. Wives who do not meet all of the criteria will be left out of the study sampling process. The total amount of wives&#x2019; information received from drug addicts in NARC was 296. However, after screening, a total of 45 wives did not meet the following criteria, and a total of 85 individuals could not be reached through the use of phone calls or questionnaire posting. In addition, 32 wives declined to participate in the study, bringing the total number of respondents to 132. The GPower software was used to figure out the sample size for the study. The minimal sample size necessary for this investigation is 107 respondents at the 95 percent confidence level (&#x03b1;=0.05) due to the inclusion of two independent variables. The participants in the study ranged in age from 18 to 53 years old, with an average age of 37.92. This study also considered the following socio-demographic characteristics for wives of drug addicts: education level; marriage duration; and number of children younger than 17 years old.</p>
            </sec>
            <sec id="sec5">
                <title>Instruments</title>
                <p>Permission was granted to use a questionnaire created by the original author. All the measurement instruments used in the study were created in English. Due to the fact that one of the selection criteria for study respondents is Malay, all measurement tools have been translated into Malay using back-to-back translation by professional translators from the Centre for the Advancement of Language Competence (CALC), Universiti Putra Malaysia. The instruments used in this study were checked for content validity by two experts in developmental psychology and human development before they were used in the study.</p>
                <p>The Economic Strain Scale (ESS)
                    <sup>
                        <xref ref-type="bibr" rid="ref55">55</xref>
                    </sup> and the Braiker-Kelly Marital Conflict Scale (BKMCS)
                    <sup>
                        <xref ref-type="bibr" rid="ref56">56</xref>
                    </sup> were used to assess family impact in this study. The ESS has four items and is scored on four Likert scales that range from &#x201c;strongly disagree&#x201d; to &#x201c;strongly agree.&#x201d; The ESS is made up of four items. Cronbach&#x2019;s alpha ESS values for looking at internal consistency by earlier researchers were 0.86
                    <sup>
                        <xref ref-type="bibr" rid="ref57">57</xref>
                    </sup> and 0.81.
                    <sup>
                        <xref ref-type="bibr" rid="ref55">55</xref>
                    </sup> In this study, the internal consistency coefficient for ESS was 0.83 for the pilot study and 0.89 for the actual study. The BKMCS has five items and is measured on a type 5 Likert scale, with items 1 to 3 ranging from &#x201c;not very much&#x201d; to &#x201c;very much,&#x201d; and items 4 and 5 ranging from &#x201c;not very often&#x201d; to &#x201c;very often&#x201d;. The value of Cronbach&#x2019;s alpha BKMC to see the reliability by previous researchers is in the range of 0.69 to 0.89.
                    <sup>
                        <xref ref-type="bibr" rid="ref58">58</xref>
                    </sup>
                    <sup>&#x2013;</sup>
                    <sup>
                        <xref ref-type="bibr" rid="ref67">67</xref>
                    </sup> In this study, the internal consistency coefficient for ESS was 0.84 for the pilot study and 0.90 for the actual study.</p>
                <p>The Coping and Adaptation Processing Scale Short Form (CAPS-SF)
                    <sup>
                        <xref ref-type="bibr" rid="ref68">68</xref>
                    </sup> was used to assess coping in this study. CAPS-SF has 15 items and is scored on a four-point Likert scale ranging from &#x201c;never&#x201d; to &#x201c;always&#x201d;. In this measurement tool, each item is a short statement about how people react to things that are stressful or hard in their lives. Cronbach&#x2019;s alpha CAPS-SF values used by earlier researchers to figure out how consistent they were ranged from 0.74 to 0.87.
                    <sup>
                        <xref ref-type="bibr" rid="ref68">68</xref>
                    </sup>
                    <sup>&#x2013;</sup>
                    <sup>
                        <xref ref-type="bibr" rid="ref72">72</xref>
                    </sup> In the current study, the internal consistency coefficient for CAPS-SF was 0.75 for the pilot study and 0.79 for the actual study.</p>
                <p>Mental wellbeing in this study was measured using the Short Warwick-Edinburgh Mental Wellbeing Scale (SWEMWBS), developed by a group of researchers from the Universities of Warwick and Edinburgh.
                    <sup>
                        <xref ref-type="bibr" rid="ref29">29</xref>
                    </sup> SWEMWBS contains 7 items and uses a 5-likert scale that ranges from &#x201c;none of the time&#x201d; to &#x201c;all of the time&#x201d;. The study conducted by
                    <sup>
                        <xref ref-type="bibr" rid="ref73">73</xref>
                    </sup> found that SWEMWBS has a good reliability of 0.83. In the current study, the internal consistency coefficient for SWEMWBS is 0.68 for the pilot study and 0.83 for the actual study.</p>
            </sec>
            <sec id="sec6">
                <title>Procedure</title>
                <p>The study protocol was approved by the Ethics Committee for Research Involving Human Subjects, Universiti Putra Malaysia (Reference No.: JKEUPM-2020-406). A set of questionnaires was used to collect the data in this study. Prior to the study, permission was granted to the Malaysian National Anti-Drug Agency (AADK) to gather information about the wife from drug addicts (clients) at the Narcotics Addiction Rehabilitation Centre (PUSPEN) involved. Their wives were called by phone to ask for their permission to take part in the study after the drug addicts&#x2019; wives&#x2019; information was found. Next, the questionnaire was then distributed through 
                    <italic toggle="yes">WhatsApp</italic> in the form of a &#x201c;
                    <italic toggle="yes">Google form</italic>&#x201d;. Written informed consent was also given to the respondents along with the distributed questionnaires. A pilot study, including 30 women of drug addicts whose husbands were seeking treatment at PUSPEN Batu Kurau and PUSPEN Perlop, Perak, was conducted prior to the main study.</p>
            </sec>
        </sec>
        <sec id="sec7">
            <title>Analysis and findings</title>
            <sec id="sec8">
                <title>Common method variance</title>
                <p>Prior to the other analytic tests, a Common Method Variance analysis was performed. According to Harman&#x2019;s Single Component approach,
                    <sup>
                        <xref ref-type="bibr" rid="ref74">74</xref>
                    </sup> the first factor explained the greatest proportion of the overall variance, at 20.203% (i.e., less than 50%). The findings of the factor analysis revealed that no general factors appeared, indicating that common technique bias was not significant in this data set.
                    <sup>
                        <xref ref-type="bibr" rid="ref75">75</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec9">
                <title>Respondent&#x2019;s profile</title>
                <p>The demographic features listed in the present study include age, education level, marriage duration, and the number of children younger than 17 years old as depicted in 
                    <xref ref-type="table" rid="T1">Table 1</xref>. Referring to 
                    <xref ref-type="table" rid="T1">Table 1</xref>, majority of the respondents fell under the age group of 31 to 40 years old (i.e., 44.7%); 28.0% of the respondents were 21 to 30 years old; 24.2% of the respondents were 41 to 50 years old; 2.3% were more than 51 years old; and only 0.8% were younger than 20 years old. In terms of education level, the majority of respondents (48.5%) complete upper secondary school; 26.5% complete junior secondary school; 9.8% complete a diploma; 7.6% complete a certificate; and 4.5 percent complete a bachelor&#x2019;s degree; 2.3% have completed primary school; and only 0.8 % have completed a master&#x2019;s degree. For the duration of marriage, the majority of the respondents fell under the duration group of 6 to 10 years (i.e., 27.3%); 22.7% of the respondents were in the group of less than five years and the 11 to 15 years group; 12.9% were in the 16 to 20 years group; 7.6% 21 to 25 years; 6.1% 26 to 30 years; and only 0.8% fell under the group of more than 31 years.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>Table 1. </label>
                    <caption>
                        <title>Respondent&#x2019;s profile.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Demographic variables</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Category</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Frequency</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Percentage (%)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="5" valign="top">Age</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Below 20</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">21-30</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">37</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">28.0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">31-40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">59</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">44.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">41-50</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">32</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">More than 51</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.3</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="7" valign="top">Education level</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Primary school</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.3</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Junior secondary school</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">35</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">26.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Upper secondary school</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">64</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">48.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Certificate</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Diploma</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">9.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Bachelor&#x2019;s degree</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Master&#x2019;s degree</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="7" valign="top">Marriage duration</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Less than 5 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">30</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">6 to 10 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">36</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">27.3</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">11 to 15 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">30</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">16 to 20 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">17</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">12.9</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">21 to 25 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.6</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">26 to 30 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.1</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">More than 31 years</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="7" valign="top">Numbers of children younger than 17 years old</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">One</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">29</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Two</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">32</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">24.2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Three</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">39</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">29.5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Four</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">22</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">16.7</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Five</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.3</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Six</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.8</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Seven</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.5</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec10">
                <title>Model estimation</title>
                <p>The partial least squares (PLS) technique, a variance-based structural equation modelling (SEM) was used in this investigation through the SmartPLS programme.
                    <sup>
                        <xref ref-type="bibr" rid="ref76">76</xref>
                    </sup> The higher-order construct using disjoint two-stage approach was analysed.
                    <sup>
                        <xref ref-type="bibr" rid="ref77">77</xref>
                    </sup> PLS&#x2013;SEM was chosen due to the fact that it imposes fewer constraints on population size, scale measurement, and dispersion.
                    <sup>
                        <xref ref-type="bibr" rid="ref78">78</xref>
                    </sup> The model&#x2019;s constructs were all measured reflectively.</p>
            </sec>
            <sec id="sec11">
                <title>Assessment of measurement model</title>
                <p>Since this study used a disjoint two-stage approach, the steps that were proposed by Ref. 
                    <xref ref-type="bibr" rid="ref77">77</xref> were implemented. The first step is to see if the lower order components fulfil the criteria that have been outlined, such as internal consistency, convergent validity, and discriminant validity. Then, the latent variable scores of the lower order components will be incorporated into the model in the second stage. After that, higher-order components that met the requirements (internal consistency, convergent validity, and discriminant validity) were determined.</p>
            </sec>
            <sec id="sec12">
                <title>Measurement model for lower-order components</title>
                <p>
                    <xref ref-type="table" rid="T2">Table 2</xref> shows the outcomes of the measurement model evaluation. Numerous items discovered in the coping construct (i.e., CAPS_1, CAPS_5, CAPS_8, CAPS_9, CAPS_12, CAPS_13, CAPS_14) were discarded due to their extremely low loading values as suggested by Ref. 
                    <xref ref-type="bibr" rid="ref79">79</xref>. After removing several coping items, all constructs in this study met the standards, with the exception of several coping constructs. The accepted values suggested by Ref. 
                    <xref ref-type="bibr" rid="ref79">79</xref> is the loading values exceeding 0.708, composite reliability (CR) values exceeding 0.7, and AVEs (Average Variance Exact) values over 0.5. For coping constructs, several items were retained even though the loading value fell below the 0.708 requirement. The reason for this is that indicators that have loadings between 0.40 and 0.708 should only be removed if they make internal consistency, reliability, or convergent validity better above the threshold value.
                    <sup>
                        <xref ref-type="bibr" rid="ref79">79</xref>
                    </sup> As a result, all constructs fulfilled the criterion for reliability and convergent validity. Discriminant validity in this study was analysed using HTMT technique.
                    <sup>
                        <xref ref-type="bibr" rid="ref80">80</xref>
                    </sup> As shown in 
                    <xref ref-type="table" rid="T3">Table 3</xref>, all discriminant values exceeded the HTMT threshold value. 90. As a result, discriminant validity was proven.</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>Table 2. </label>
                    <caption>
                        <title>Reliability and convergent validity for first stage.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Construct/associated items</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Loading</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Composite Reliability (CR)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Average Variance Extracted (AVE)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Economic strain</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.923</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.753</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ESS_1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.926</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ESS_2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.902</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ESS_3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.896</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ESS_4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.732</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Marital conflict</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.922</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.704</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BKMCS_1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.757</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BKMCS_2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.867</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BKMCS_3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.815</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BKMCS_4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.889</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BKMCS_5</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.861</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coping</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.889</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.502</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_1</td>
                                <td align="left" colspan="3" rowspan="1" valign="top">Item deleted due to low loading</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.780</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.785</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.702</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_5</td>
                                <td align="left" colspan="3" rowspan="1" valign="top">Item deleted due to low loading</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.713</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.704</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_8</td>
                                <td align="left" colspan="3" rowspan="1" valign="top">Item deleted due to low loading</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_9</td>
                                <td align="left" colspan="3" rowspan="1" valign="top">Item deleted due to low loading</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.647</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_11</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.633</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_12</td>
                                <td align="left" colspan="3" rowspan="1" valign="top">Item deleted due to low loading</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_13</td>
                                <td align="left" colspan="3" rowspan="1" valign="top">Item deleted due to low loading</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_14</td>
                                <td align="left" colspan="3" rowspan="1" valign="top">Item deleted due to low loading</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_15</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.689</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mental wellbeing</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.876</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.506</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.630</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.743</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.644</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.783</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_5</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.812</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.551</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.778</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>Note: Item CAPS_1, CAPS_5, CAPS_8, CAPS_9, CAPS_12, CAPS_13, CAPS_14 was deleted due to low loading.</p>
                    </table-wrap-foot>
                </table-wrap>
                <table-wrap id="T3" orientation="portrait" position="float">
                    <label>Table 3. </label>
                    <caption>
                        <title>Discriminant validity for first stage.</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">1</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">2</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">3</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">4</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">1. Coping</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="bottom">2. Economic strain</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.186</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="bottom">3. Marital conflict</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.231</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.243</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">4. Mental wellbeing</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.362</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.089</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.135</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>Discriminant validity established when HTMT &lt;0.90.
                            <sup>
                                <xref ref-type="bibr" rid="ref81">81</xref>
                            </sup>
                        </p>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
            <sec id="sec13">
                <title>Measurement model for higher-order components</title>
                <p>For the higher-order components as shown in 
                    <xref ref-type="table" rid="T4">Table 4</xref> and 
                    <xref ref-type="table" rid="T5">Table 5</xref>, all the values of loadings, CR, AVE and HTMT accomplish the recommended value suggested by.
                    <sup>
                        <xref ref-type="bibr" rid="ref79">79</xref>
                    </sup> Therefore, structural model measurements can be carried out.</p>
                <table-wrap id="T4" orientation="portrait" position="float">
                    <label>Table 4. </label>
                    <caption>
                        <title>Reliability and convergent validity for second stage.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Construct/associated items</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Loading</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Composite Reliability (CR)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Average Variance Extracted (AVE)</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Family impact</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.757</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.610</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Economic strain</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.719</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Marital conflict</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.838</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Coping</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.889</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.502</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.780</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.785</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.702</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.713</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.704</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.647</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_11</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.633</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CAPS_15</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.689</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mental wellbeing</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.876</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.506</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.630</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_2</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.743</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_3</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.644</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_4</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.783</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_5</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.812</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_6</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.551</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">SWEMWBS_7</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.778</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 5. </label>
                    <caption>
                        <title>Discriminant validity for second stage.</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">1</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">2</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">3</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">Coping</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="bottom">Family impact</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.421</td>
                                <td colspan="1" rowspan="1"/>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">Mental wellbeing</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.362</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0.164</td>
                                <td colspan="1" rowspan="1"/>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <p>Discriminant validity established when HTMT &lt;0.90.
                            <sup>
                                <xref ref-type="bibr" rid="ref81">81</xref>
                            </sup>
                        </p>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
            <sec id="sec14">
                <title>Structural model assessment</title>
                <p>The structural model assessment was conducted after the construct validity and reliability were verified by the measurement model assessment. The R-Square, or coefficient of determination, structure path co-efficient (B value), T-statistic value, and P-values are critical Smart PLS indicators used for determining results with a 95 percent confidence interval for the purpose of analysis interpretation. The R-square might be high (&gt;0.75), moderate (&gt;0.50), or low (&gt;0.25). The Inner VIF is used to investigate the issue of collinearity. VIF readings are significantly lower than the 3.33 criterion,
                    <sup>
                        <xref ref-type="bibr" rid="ref82">82</xref>
                    </sup> as shown in 
                    <xref ref-type="table" rid="T6">Table 6</xref>. As a result, there is no issue with multicollinearity in this model.</p>
                <table-wrap id="T6" orientation="portrait" position="float">
                    <label>Table 6. </label>
                    <caption>
                        <title>VIF values for collinearity issue.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Relationship</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">VIF</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Family impact 
                                    <inline-formula>
                                        <mml:math display="inline">
                                            <mml:mo>&#x2192;</mml:mo>
                                        </mml:math>
                                    </inline-formula> Coping</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Family impact 
                                    <inline-formula>
                                        <mml:math display="inline">
                                            <mml:mo>&#x2192;</mml:mo>
                                        </mml:math>
                                    </inline-formula> Mental wellbeing</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1.065</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Coping 
                                    <inline-formula>
                                        <mml:math display="inline">
                                            <mml:mo>&#x2192;</mml:mo>
                                        </mml:math>
                                    </inline-formula> Mental wellbeing</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1.065</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Path-coefficient for structural model was assessed to examine the objective of this study using the bootstrap re-sampling technique (5000 re-sample). The R
                    <inline-formula>
                        <mml:math display="inline">
                            <mml:mn>2</mml:mn>
                        </mml:math>
                    </inline-formula> value was 0.138, which suggested that 13.8% of the variance mental wellbeing may be explained by coping and family impact. As shown in 
                    <xref ref-type="table" rid="T7">Table 7</xref>, family impact was found to be positively related (&#x03b2;=0.247, p&lt;0.05) to coping. Coping was also found to be positively related (&#x03b2;=0.380, p&lt;0.05) to mental wellbeing. However, results show that family impact not related (&#x03b2;=0.380, p&gt;0.05) to mental wellbeing.</p>
                <table-wrap id="T7" orientation="portrait" position="float">
                    <label>Table 7. </label>
                    <caption>
                        <title>Path coefficient assessment.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Relationship</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Coefficient</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">t-Value</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">P Value</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Coping 
                                    <inline-formula>
                                        <mml:math display="inline">
                                            <mml:mo>&#x2192;</mml:mo>
                                        </mml:math>
                                    </inline-formula> Mental wellbeing</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.38</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">6.438
                                    <xref ref-type="table-fn" rid="tfn3">*</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.00
                                    <xref ref-type="table-fn" rid="tfn1">**</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Family impact 
                                    <inline-formula>
                                        <mml:math display="inline">
                                            <mml:mo>&#x2192;</mml:mo>
                                        </mml:math>
                                    </inline-formula> Coping</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.247</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2.59
                                    <xref ref-type="table-fn" rid="tfn3">*</xref>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.01
                                    <xref ref-type="table-fn" rid="tfn1">**</xref>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Family impact 
                                    <inline-formula>
                                        <mml:math display="inline">
                                            <mml:mo>&#x2192;</mml:mo>
                                        </mml:math>
                                    </inline-formula> Mental wellbeing</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">-0.14</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1.299</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.19</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn-group content-type="footnotes">
                            <fn id="tfn3">
                                <label>*</label>
                                <p>t&gt;1.96.</p>
                            </fn>
                            <fn id="tfn1">
                                <label>**</label>
                                <p>p&lt;0.05.</p>
                            </fn>
                        </fn-group>
                    </table-wrap-foot>
                </table-wrap>
                <p>The mediation effect was further investigated using bootstrapping approaches. 
                    <xref ref-type="table" rid="T8">Table 8</xref> shows the results of the study on the influence of family impact on mental wellbeing through coping, which showed that the impact of mediation was statistically significant (&#x03b2;=0.094, p&lt;0.05).</p>
                <table-wrap id="T8" orientation="portrait" position="float">
                    <label>Table 8. </label>
                    <caption>
                        <title>Indirect relationship assessment.</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">Indirect effect</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">t-value</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">P value</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Family impact -&gt; Coping -&gt; Mental wellbeing</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.094</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">2.14</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0.032
                                    <xref ref-type="table-fn" rid="tfn2">**</xref>
                                </td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn-group content-type="footnotes">
                            <fn id="tfn2">
                                <label>**</label>
                                <p>p&lt;0.05.</p>
                            </fn>
                        </fn-group>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
        </sec>
        <sec id="sec15" sec-type="discussion">
            <title>Discussion</title>
            <p>The purpose of this study was to see if there was an association between family impact, coping, and mental wellbeing. The goal of the study is also to figure out what role coping plays in the relationship between family impact and mental wellbeing for low-income drug addicts&#x2019; wives. The findings of the study indicate that family impact has a significant association with coping. Coping was also discovered to have a substantial association with mental wellbeing. The family impact, on the other hand, was found to have an indirect association with mental wellbeing through coping rather than a direct relationship. This means that coping plays a big part in the way that family impact and mental wellbeing are linked.</p>
            <p>The findings of this study are consistent with those of
                <sup>
                    <xref ref-type="bibr" rid="ref52">52</xref>
                </sup> who discovered that there is no direct association between family impact (marital conflict) and mental wellbeing. Furthermore, the findings of this study contradict those of
                <sup>
                    <xref ref-type="bibr" rid="ref41">41</xref>
                </sup>
                <sup>&#x2013;</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup> who discovered a direct association between these two factors. This study&#x2019;s findings are also in line with those of,
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref49">49</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref50">50</xref>
                </sup> who found that family impact on coping and coping with strain are linked. The ability of coping as a significant mediator in the relationship between family impact and mental wellbeing is also in line with the findings of,
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref49">49</xref>
                </sup> while contradicting the findings of.
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup> It is critical to highlight, however, that prior research employed a different concept to measure stress and strain. The current study measured the impact on families in terms of marital conflict and economic strain. Current research also uses a variety of different tools to assess coping and strain, making it impossible to duplicate previous findings.</p>
            <p>The dimensions found in the coping construct developed by
                <sup>
                    <xref ref-type="bibr" rid="ref83">83</xref>
                </sup> must be examined to explain how coping acts as a mediator factor in the relationship between family impact and mental well-being. The primary dimensions found in the coping and adaptation processing construct are resourceful and focused. When dealing with stress, being resourceful and focused reflects behaviours that make use of oneself and one&#x2019;s resources. It focuses on increasing input, being creative, and achieving results. The second dimension, physical and fixed, emphasises physical reactions as well as the input phase of dealing with situations. Alert processing is a coping and adaptation dimension that employs behaviours that represent both the personal and physical self. It focuses on all three processing levels: input, central, and output. As a coping dimension, systematic processing describes personal and physical strategies used to take in situations and methodically handle them. Finally, knowing and relating is a dimension in which strategies reflect the use of oneself and others, memory, and imagination. It can be shown that, despite the fact that people are exposed to numerous sorts of stress, they can achieve mental well-being by improving their coping processes in these four aspects.</p>
        </sec>
        <sec id="sec16">
            <title>Limitations and future research directions</title>
            <p>There are some limitations to this study. For starters, the study&#x2019;s cross-sectional design made it difficult for researchers to make causal findings. Second, the study&#x2019;s sample size was tiny, and it was chosen using a nonprobability sampling method. As a result, generalisations are impossible. Third, one crucial feature of the SSCS model, namely social support, was not included in this study. As a result, there was no way to determine the role of social support in examining the relationship between familial impact and mental wellbeing. However, there are some positive aspects to this research. First, the findings of this study can give drug users&#x2019; wives an early sense of the necessity of building coping and mental wellbeing when dealing with family stress. Second, the findings of this study can be used by professionals in this field to help the wives of drug addicts improve their mental health. Therefore, there are some recommendations for future studies. First, a longitudinal study can be done to look at the causal relationship. Second, sample selection should be done using a probability sampling method to enable the results of the study to be generalized. Third, using the same concepts and measurements as in this study, the role of social support in the relationship between family impact and mental wellbeing needs to be explored.</p>
        </sec>
        <sec id="sec17">
            <title>Data availability</title>
            <sec id="sec18">
                <title>Underlying data</title>
                <p>Figshare. Malaysian Low Income Drug Addict Wives: Family Impact, Coping and Mental Wellbeing. DOI: 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.19865176.v3">https://doi.org/10.6084/m9.figshare.19865176.v3</ext-link>.
                    <sup>
                        <xref ref-type="bibr" rid="ref84">84</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2010;</label>
                            <p>
                                <bold>This data was used for an article published titled</bold> &#x201c;A cross-sectional study of Malaysian low-income drug addict wives: Relationship between family impact, coping and mental wellbeing&#x201d;</p>
                        </list-item>
                    </list>
                </p>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
        </sec>
        <sec id="sec19">
            <title>Credit authorship contribution statement</title>
            <p>
                <bold>Haikal Anuar Adnan:</bold> Conceptualization, Data Curation, Formal Analysis, Investigation, Methodology, Resources, Software, Writing &#x2013; Original Draft Preparation, Writing &#x2013; Review &amp; Editing. 
                <bold>Zarinah Arshat:</bold> Funding acquisition, Supervision, Methodology, Conceptualization, Writing &#x2013; review &amp; editing. 
                <bold>Nurul Saidatus Shaja&#x2019;ah Ahmad Shahril:</bold> Data Curation, Project Administration, Writing &#x2013; review &amp; editing.</p>
        </sec>
    </body>
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    <sub-article article-type="reviewer-report" id="report284913">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.134465.r284913</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>A Halim</surname>
                        <given-names>Mohd Radzi Tarmizi</given-names>
                    </name>
                    <xref ref-type="aff" rid="r284913a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-1748-4502</uri>
                </contrib>
                <aff id="r284913a1">
                    <label>1</label>Universiti Malaysia Terengganu, Kuala Nerus, Malaysia</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>8</day>
                <month>6</month>
                <year>2024</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2024 A Halim MRT</copyright-statement>
                <copyright-year>2024</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport284913" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.122476.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>Introduction:</bold>
            </p>
            <p> </p>
            <p> Cultural Context:</p>
            <p> </p>
            <p> Gap: Existing research primarily uses data from European countries, lacking insights from Asian and Muslim contexts.</p>
            <p> Recommendation: Emphasize how studying Muslim wives of drug addicts in Malaysia will provide unique cultural insights and contribute to a more diverse understanding of the issue.</p>
            <p> Interpersonal vs. Intrapersonal Coping:</p>
            <p> </p>
            <p> Gap: The SSCS model focuses on interpersonal coping, whereas intrapersonal coping needs more exploration.</p>
            <p> Recommendation: Clearly state the importance of exploring intrapersonal coping mechanisms and how this study aims to fill that gap by examining specific coping processes.</p>
            <p> Role of Coping as a Mediator:</p>
            <p> </p>
            <p> Gap: The role of coping as a mediating factor between stress (family impact) and strain (mental wellbeing) remains unclear.</p>
            <p> Recommendation: Highlight how this study will investigate the mediating role of coping, adding a new dimension to existing literature.</p>
            <p> </p>
            <p> 
                <bold>Recommendations for Improvement:</bold>
            </p>
            <p> </p>
            <p> Clarification of Research Gap:</p>
            <p> </p>
            <p> Make the research gap more explicit at the beginning of the introduction. Clearly state what is missing in the current literature and how this study aims to address those gaps.</p>
            <p> Literature Citations:</p>
            <p> </p>
            <p> Ensure all statistics and claims are properly cited. For instance, the first statistic about global drug misuse needs a reference.</p>
            <p> </p>
            <p> 
                <bold>Model Explanation:</bold>
            </p>
            <p> </p>
            <p> While the SSCS model is introduced and explained, ensure that the connection between the model and the specific objectives of this study is clearly articulated. This will help readers understand why this model is relevant and how it will be used in the study.</p>
            <p> </p>
            <p> Issue: While back-to-back translation was used, cultural adaptation of the instruments should be ensured.</p>
            <p> </p>
            <p> Recommendation: Report any steps taken to culturally adapt the instruments to the Malaysian context, beyond mere translation, to ensure that the questions are culturally relevant and comprehensible to the participants.</p>
            <p> </p>
            <p> Issue: The procedure for contacting participants and obtaining consent is described, but it could be clearer.</p>
            <p> Recommendation: Provide more details on how confidentiality and anonymity were maintained, and how participants were supported throughout the study to ensure their comfort and safety.</p>
            <p> </p>
            <p> 
                <bold>Result:</bold>
            </p>
            <p> </p>
            <p> Reporting of Non-Significant Relationships:</p>
            <p> </p>
            <p> Issue: The finding that family impact is not directly related to mental wellbeing (&#x03b2;=0.380, p&gt;0.05) should be discussed in more detail.</p>
            <p> Recommendation: Provide a thorough interpretation of why this relationship might be non-significant and how it aligns or contrasts with existing literature.</p>
            <p> </p>
            <p> Measurement Model for Lower-Order Components:</p>
            <p> </p>
            <p> Issue: Several coping items were retained despite low loading values.</p>
            <p> Recommendation: Explain the rationale for retaining these items in more detail, including any theoretical justification or impact on the overall model.</p>
            <p> </p>
            <p> Discriminant Validity:</p>
            <p> </p>
            <p> Issue: While the HTMT criterion was met, it&#x2019;s important to discuss the practical implications of these findings.</p>
            <p> Recommendation: Briefly explain the importance of discriminant validity in the context of this study and how it supports the reliability of the constructs.</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>I cannot comment. A qualified statistician is required.</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>suicide; adolescent mental health</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report184781">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.134465.r184781</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Motyka</surname>
                        <given-names>Marek A.</given-names>
                    </name>
                    <xref ref-type="aff" rid="r184781a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-6967-0035</uri>
                </contrib>
                <aff id="r184781a1">
                    <label>1</label>Uniwersytet Rzeszowski, Rzeszow, Podkarpackie Voivodeship, Poland</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>3</day>
                <month>8</month>
                <year>2023</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2023 Motyka MA</copyright-statement>
                <copyright-year>2023</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="relatedArticleReport184781" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.122476.1"/>
            <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>Thank you for the opportunity to review this manuscript.</p>
            <p> </p>
            <p> The topics are clearly presented and the paper cites current literature. One of the items cited is from the late 1970s, but it relates to a research tool, so in my opinion this citation is entirely appropriate.</p>
            <p> </p>
            <p> I find the study design adequate. The topics taken up by the Authors are definitely relevant, especially since the use of psychoactive drugs in the world is becoming more and more popular, and already the topics concerning the coping of wives (but also husbands) of people suffering from addiction is a research area that requires research or additions to existing studies.</p>
            <p> </p>
            <p> I consider the reviewed manuscript to be a solid scientific work. In my opinion, the methodology and sampling methodologies were clearly described, and I have nothing to complain about here. I also have no objections to the results, however, in my opinion, the "Discussion" section should be expanded to subject the results obtained to comparisons with studies conducted in other countries and with people of a different religion. In my opinion, the comparisons could prove interesting.</p>
            <p> </p>
            <p> Sufficient details of the methods and analyses used in the study are presented. The study can be replicated by other authors. The statistical analysis and its interpretation are appropriate.</p>
            <p> </p>
            <p> Source data are available. The study can be fully replicated.</p>
            <p> </p>
            <p> Yes, as I indicated above I would expand the "Discussion" section, which is why I indicated that the conclusions are partially supported by the results. What I pay attention to with purposive sampling is the need to point out that the results obtained occur in this particular study population. It should be emphasized that the results cannot be generalized because repetition by others of such studies can lead to falsification of the science. Fortunately, the Authors did so in the section "limitations and future research directions." This section confirms that the Authors are aware of the limitations of the research. I found it to be very well written, including directions for future research initiatives.</p>
            <p> </p>
            <p> Also:</p>
            <p> </p>
            <p> I suggest instead of the term "drug addicts" to use the term "people suffering from addiction" because it is a stigma-free term. It is also important to be aware that stigma affects not only drug users but also their loved ones. Addiction has long been recognized as a disease, and the way it is written can affect how we think and how we view this not insignificant part of society (both those who use drugs and their families). I believe that, if only for this reason, some of the terms in this manuscript should be changed, especially "wives of drug addicts."</p>
            <p> </p>
            <p> Recommended research articles to develop the discussion section:</p>
            <p> </p>
            <p> Homish, G. G., Leonard, K. E., &amp; Cornelius, J. R. (2008). Illicit drug use and marital satisfaction. Addictive behaviors, 33(2), 279&#x2013;291.</p>
            <p> Joolaee, S., Fereidooni, Z., Seyed Fatemi, N., Meshkibaf, M. H., &amp; Mirlashari, J. (2014). Exploring needs and expectations of spouses of addicted men in Iran: a qualitative study. Global journal of health science, 6(5), 132&#x2013;141.</p>
            <p> Maghsoudi, J., Alavi, M., Sabzi, Z., &amp; Mancheri, H. (2019). Experienced Psychosocial Problems of Women with Spouses of Substance Abusers: A Qualitative Study. Open access Macedonian journal of medical sciences, 7(21), 3584&#x2013;3591.</p>
            <p> Panaghi, L., Ahmadabadi, Z., Khosravi, N., Sadeghi, M. S., &amp; Madanipour, A. (2016). Living with Addicted Men and Codependency: The Moderating Effect of Personality Traits. Addiction &amp; health, 8(2), 98&#x2013;106.</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>Partly</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>drug addiction, youth, sociology, harm reduction, psychoactive substances, social work</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <back>
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        <sub-article article-type="response" id="comment13439-184781">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Arshat</surname>
                            <given-names>Zarinah</given-names>
                        </name>
                        <aff>Putra University, Malaysia, Malaysia</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>The authors declare that they have no competing interests that could be construed to influence the validity, interpretation, or importance of this article or the peer review process. No financial, professional, or personal relationships exist that could be perceived as having influenced the research, analysis, or conclusions presented in this study.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>28</day>
                    <month>2</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Dear Reviewer,</p>
                <p> Thank you for your valuable feedback on our manuscript. We sincerely appreciate your thoughtful comments and the opportunity to improve our work. Below, we address your specific concern regarding the 
                    <bold>Discussion</bold> section and the need for comparisons with studies conducted in other countries and with people of different religions.</p>
                <p> 
                    <bold>Reviewer Comment:</bold>
                </p>
                <p> 
                    <italic>"The 'Discussion' section should be expanded to subject the results obtained to comparisons with studies conducted in other countries and with people of a different religion. In my opinion, the comparisons could prove interesting."</italic>
                </p>
                <p> 
                    <bold>Response:</bold>
                </p>
                <p> We acknowledge the importance of situating our findings within a broader 
                    <bold>cross-cultural and religious context</bold>. In response to your suggestion, we have 
                    <bold>significantly expanded</bold> the Discussion section to include 
                    <bold>comparisons with international studies</bold> and 
                    <bold>research involving diverse religious backgrounds</bold>. Specifically: 
                    <list list-type="order">
                        <list-item>
                            <p>
                                <bold>Cross-Cultural Comparisons</bold> &#x2013; We have incorporated references to studies conducted in 
                                <bold>Western (United States, Canada) and Eastern (Asia, Middle East) contexts</bold>, examining how cultural variations influence coping mechanisms among spouses of individuals with substance use disorders. We highlight differences in 
                                <bold>individualistic vs. collectivistic coping strategies</bold>, as well as variations in 
                                <bold>family cohesion and social support systems</bold> across these regions.</p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Religious Coping Perspectives</bold> &#x2013; We now discuss the role of 
                                <bold>religious coping mechanisms</bold>, including prayer, spiritual guidance, and faith, in managing stress among 
                                <bold>Muslim, Christian, and Hindu populations</bold>. These insights are supported by studies that demonstrate the significant role of religion in mental well-being across different cultural settings.</p>
                        </list-item>
                        <list-item>
                            <p>
                                <bold>Methodological Considerations</bold> &#x2013; We clarify differences in how 
                                <bold>family impact, coping, and stress</bold> have been measured in prior studies versus our approach, explaining how 
                                <bold>variations in assessment tools and conceptual frameworks</bold> may influence findings.</p>
                        </list-item>
                    </list> These additions provide a 
                    <bold>more comprehensive and globally relevant discussion</bold> of our results. We believe that these enhancements improve the manuscript&#x2019;s 
                    <bold>depth, applicability, and theoretical contribution</bold>.</p>
                <p> We appreciate your insightful suggestion, which has strengthened the manuscript, and we hope that the revisions meet your expectations. Thank you again for your time and valuable feedback.</p>
                <p> 
                    <bold>Best regards</bold>
                </p>
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