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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Int J Public Health</journal-id>
<journal-title>International Journal of Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Int J Public Health</abbrev-journal-title>
<issn pub-type="epub">1661-8564</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1606721</article-id>
<article-id pub-id-type="doi">10.3389/ijph.2024.1606721</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health Archive</subject>
<subj-group>
<subject>Original Article</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Perceived Stress of Mothers, Harsh Discipline, and Early Childhood Mental Health: Insights from a Cross-Sectional Study in Marginalized Roma Communities</article-title>
<alt-title alt-title-type="left-running-head">Filakovska Bobakova et al.</alt-title>
<alt-title alt-title-type="right-running-head">Poverty, Parenting, and Child Mental Health</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Filakovska Bobakova</surname>
<given-names>Daniela</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1810763/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chovan</surname>
<given-names>Shoshana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Van Laer</surname>
<given-names>Stanislava</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Health Psychology and Research Methodology, Faculty of Medicine, PJ Safarik University</institution>, <addr-line>Kosice</addr-line>, <country>Slovakia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Olomouc University Social Health Institute, Palacky University in Olomouc</institution>, <addr-line>Olomouc</addr-line>, <country>Czechia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Graduate School Kosice Institute for Society and Health, PJ Safarik University</institution>, <addr-line>Kosice</addr-line>, <country>Slovakia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/530987/overview">Alberto Borraccino</ext-link>, University of Turin, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> Two reviewers who chose to remain anonymous</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Daniela Filakovska Bobakova, <email>daniela.filakovska@upjs.sk</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>69</volume>
<elocation-id>1606721</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>10</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>02</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Filakovska Bobakova, Chovan and Van Laer.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Filakovska Bobakova, Chovan and Van Laer</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>
<bold>Objectives:</bold> This study aims to compare the early childhood mental health of children from marginalized Roma communities (MRCs) in Slovakia with that of the majority and explore possible mediating pathways of mothers&#x2019; perceived stress and harsh discipline practices.</p>
<p>
<bold>Methods:</bold> We used data from the first wave of the longitudinal RomaREACH study collected in 2021&#x2013;2022. Two populations were included in the sample: 94 mother-child dyads from MRCs and 79 from the majority population (children aged 14&#x2013;18&#xa0;months). Data were analysed using linear regression, and mediation was tested using PROCESS Macro in SPSS.</p>
<p>
<bold>Results:</bold> Belonging to MRCs vs. the majority, perceived stress of mothers and harsh discipline were found to be associated with early mental health problems in children. Perceived stress of mothers partially mediates the relationship between belonging to MRCs vs. majority and harsh discipline and harsh discipline partially mediates the relationship between perceived stress of mothers and the mental health of children.</p>
<p>
<bold>Conclusion:</bold> Mothers from MRCs perceive more stress, which is associated with more frequent use of harsh discipline practices having a negative impact on the mental health of young children.</p>
</abstract>
<kwd-group>
<kwd>mental health</kwd>
<kwd>perceived stress</kwd>
<kwd>early childhood</kwd>
<kwd>poverty</kwd>
<kwd>marginalized Roma communities</kwd>
<kwd>harsh discipline</kwd>
</kwd-group>
<contract-sponsor id="cn001">Agent&#xfa;ra Ministerstva &#x160;kolstva, Vedy, V&#xfd;skumu a &#x160;portu SR<named-content content-type="fundref-id">10.13039/501100003194</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Agent&#xfa;ra na Podporu V&#xfd;skumu a V&#xfd;voja<named-content content-type="fundref-id">10.13039/501100005357</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Anti-Roma racism and discrimination on interpersonal, as well as institutional and policy levels are perceived as root causes of health inequities in disadvantaged Roma population [<xref ref-type="bibr" rid="B1">1</xref>]. Although the Roma population in Slovakia is highly heterogeneous, approximately half of Roma live in more or less segregated localities referred to as marginalized Roma communities (MRCs) characterised by spatial and social distance from the majority population. People from MRCs often experience generational poverty, as well as limited access to education, employment, housing and various types of services, including healthcare [<xref ref-type="bibr" rid="B2">2</xref>], which causes material and financial hardship and leads to low quality of life [<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>]. Centuries of oppression and continuous discriminatory practices make social mobility and benefiting from social capital for people living in generational poverty in MRCs hardly reachable [<xref ref-type="bibr" rid="B5">5</xref>]. The healthy development of children from MRCs is hindered by several interconnected factors acting at the individual, social and structural levels. Direct sources of early disadvantage can be found in the physical environment, the environment of relationships and nutrition [<xref ref-type="bibr" rid="B6">6</xref>]. Parental practices play a significant role in the mutual interactions of these factors and their impact on the healthy development of children.</p>
<p>The unfavourable socioeconomic situation of a family (regardless of ethnicity) can significantly influence parental practices through insufficient access to resources, as well as through the impact on the mental health of the parents. Families living in poverty face multiple forms of disadvantage and are disproportionately exposed to psychosocial stressors [<xref ref-type="bibr" rid="B7">7</xref>]. Chronic stress significantly contributes to psychological vulnerability [<xref ref-type="bibr" rid="B8">8</xref>] and affects social-emotional processes and cognitive control [<xref ref-type="bibr" rid="B9">9</xref>]. Repetti et al. (2002) emphasise the connection of low socioeconomic status (SES) with risky family characteristics, such as frequent family conflicts, a low level of support in relationships or the presence of violence in the family [<xref ref-type="bibr" rid="B10">10</xref>]. Other studies indicate that lower SES family environments are harsher and more repressive [<xref ref-type="bibr" rid="B11">11</xref>], with greater instability in daily family routines [<xref ref-type="bibr" rid="B12">12</xref>] and higher levels of chaos compared to higher SES environments [<xref ref-type="bibr" rid="B8">8</xref>]. Harsh discipline practices, such as physical punishment, yelling, criticism and controlling children&#x2019;s behaviour, dilute children&#x2019;s development and regulatory capacities [<xref ref-type="bibr" rid="B13">13</xref>].</p>
<p>Scarce research in the area of mental health of people living in MRCs suggests disparities in mental health between people living in MRCs and people from the majority population [<xref ref-type="bibr" rid="B14">14</xref>&#x2013;<xref ref-type="bibr" rid="B16">16</xref>]. Olah, Biro and Kosa pointed out that the impact on mental health is strongly influenced by the living environment and socio-economic conditions in MRCs and not solely determined by ethnicity and emphasize the need to collect data on these aspects to avoid relying on self-reported Roma identity as an indicator of socioeconomic deprivation [<xref ref-type="bibr" rid="B14">14</xref>]. Research focusing on mental health in Roma children is rare and covers older age groups. Nevertheless, primary school Roma children were shown to have worse mental health outcomes compared to their non-Roma counterparts [<xref ref-type="bibr" rid="B17">17</xref>].</p>
<p>Thus, the study aims to compare the early childhood mental health of children from marginalized Roma communities in Slovakia with that of children from the majority and explore possible serial mediating roles of mothers&#x2019; perceived stress and harsh discipline practices.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methods</title>
<sec id="s2-1">
<title>Sample and Procedure</title>
<p>We used data from the first wave of the longitudinal RomaREACH (Research on Early Childhood in marginalized Roma communities) study. The data were collected in 2021&#x2013;2022 in the Pre&#x161;ov and the Ko&#x161;ice regions, which are regions with the highest share of marginalized Roma population in Slovakia. We included two populations in the sample: mother-child dyads from marginalized Roma communities and the Slovak majority population with children aged 14&#x2013;18 months. Mothers of children were recruited during the child&#x2019;s mandatory preventative paediatric visits, at the community centres and by spreading an invitation online via parenting groups on social media. Roma communities were selected from the Atlas of the Roma communities [<xref ref-type="bibr" rid="B4">4</xref>]. Mothers with low understanding and cognitive deficits, as well as mothers of prematurely born children were excluded from the sample. The final sample for the selected analyses consisted of 173 mother-child dyads with complete data on the domains of interest. Participants were recruited via paediatricians during regular preventive check-ups, via Roma health mediators and social workers directly in the communities and parental groups on social media. Data collection took place either in the cooperating outpatient departments, at community centres or in the households of respondents. Mothers filled out paper self-report questionnaires independently or with the assistance of the researchers and translation to Romani language by Roma health mediators if needed. Assisted self-administered interview adapted from other methods of collecting survey data, which seems to have the smallest impact on data reliability [<xref ref-type="bibr" rid="B18">18</xref>] was used to cope with low literacy of mothers from MRCs.</p>
</sec>
<sec id="s2-2">
<title>Measures</title>
<p>Belonging to a <bold>marginalized Roma community</bold> was assessed based on the question &#x201c;Are your closest neighbours mostly Roma?,&#x201d; as well as by the administrators&#x2019; assessment of the respondent&#x2019;s residence. The residence was assessed based on the Atlas of Roma communities&#x2014;the sociographic mapping conducted by the Office of the Government Plenipotentiary for the Roma Communities in cooperation with the Institute for Work and Family Research undertaken in 2019 [<xref ref-type="bibr" rid="B4">4</xref>].</p>
<p>
<bold>The degree of poverty</bold> was expressed with three different measures: mothers&#x2019; education (elementary/secondary/university), presence of running water in the household (yes/no) and billing problems [<xref ref-type="bibr" rid="B19">19</xref>]. Billing problems were assessed based on five items measuring weather the household has encountered problems paying for some of the expenses: 1. Rent; 2. Water, electricity, gas; 3. Food, clothing; 4. Loan repayments; 5. Healthcare costs in the past year. Participants could answer either <italic>yes</italic> or <italic>no</italic>. Sum-score ranged from 0 to 5 (Cronbach&#x2019;s <italic>&#x3b1;</italic> &#x3d; 0.74).</p>
<p>
<bold>Perceived stress</bold> was assessed using the Shortened Perceived Stress Scale (PSS-4) [<xref ref-type="bibr" rid="B20">20</xref>] based on four items, including questions on how unpredictable, uncontrollable and overloaded respondents found their lives in the past month. The answers range from <italic>never</italic> &#x3d; 1 to <italic>very often</italic> &#x3d; 5. Sum-score ranged from 4 to 20 (Cronbach&#x2019;s <italic>&#x3b1;</italic> &#x3d; 0.55). A higher score indicates higher levels of perceived stress.</p>
<p>
<bold>Harsh discipline</bold> was assessed using the harsh discipline domain of the comprehensive early childhood parenting questionnaire (CECPAQ), which includes data on verbal, physical and psychological control [<xref ref-type="bibr" rid="B21">21</xref>]. The response categories indicated how often parents showed the described behaviour and ranged from <italic>does not concern me</italic> &#x3d; 0 to <italic>always</italic> &#x3d; 5. Sum-score ranged from 0 to 60 (Cronbach&#x2019;s <italic>&#x3b1;</italic> &#x3d; 0.91). A higher score indicates more frequent use of harsh discipline practices.</p>
<p>Early childhood <bold>Mental health</bold> was measured using the Mental Health subscale of the Caregiver Reported Early Development Instrument (CREDI), which was designed to measure development in children under 3&#xa0;years of age [<xref ref-type="bibr" rid="B22">22</xref>] and to be used in low resource settings [<xref ref-type="bibr" rid="B23">23</xref>]. The mental health subscale captures early symptoms of children&#x2019;s mental health, including behaviours related to aggression, anxiety and distress [<xref ref-type="bibr" rid="B24">24</xref>]. Sum-score ranged from 0 to 9 (Cronbach&#x2019;s <italic>&#x3b1;</italic> &#x3d; 0.64). A higher score indicates more mental health problems.</p>
<p>
<bold>Background variables</bold> included the child&#x2019;s sex and maternal age.</p>
</sec>
<sec id="s2-3">
<title>Statistical Analyses</title>
<p>First, we described the sample using descriptive statistics. Differences between the two groups (mothers from MRCs vs. mothers from the majority population) were assessed using the Mann&#x2013;Whitney <italic>U</italic>-test and Chi-squared test. Mann&#x2013;Whitney <italic>U</italic>-test was used as the distribution was not normal according to Kolmogorov-Smirnov and Shapiro-Wilk tests. Next, we explored the association of belonging to MRCs vs. the majority, perceived stress of mothers and harsh discipline with the early mental health of children, adjusted for the child&#x2019;s sex and maternal age using linear regression on 1,000 bootstrapped samples, since the residuals of the models were not normally distributed. We assessed the mediating role of harsh discipline on the relationship between belonging to MRCs vs. majority and the mental health of children and between perceived stress of mothers and the mental health of children. We also assessed the mediating role of the perceived stress of mothers on the relationship between belonging to MRCs vs. majority and harsh discipline. Finally, we conducted serial mediation analyses to assess whether the perceived stress of mothers and harsh discipline serially mediate the differences in the early mental health of children between the two groups. <italic>p</italic>-value lower than 0.05 was considered significant. Statistical analyses were performed using IBM SPSS 23 for Windows. Simple and serial mediations were tested using PROCESS Macro in SPSS Model 6 on 5,000 bootstrap samples.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec id="s3-1">
<title>Description of the Sample</title>
<p>
<xref ref-type="table" rid="T1">Table 1</xref> shows the descriptive statistics for mothers from MRCs and mothers from the majority population. Significant differences between the groups were found in all the explored measures of interest (perceived stress of mothers, harsh discipline and early mental health of children).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Description of the sample [Research on Early Childhood in marginalized Roma communities (RomaREACH) study, Slovakia, 2021&#x2013;2022].</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left"/>
<th colspan="2" align="center">Majority (<italic>n</italic> &#x3d; 79)</th>
<th colspan="2" align="center">MRCs (<italic>n</italic> &#x3d; 94)</th>
<th colspan="2" align="center">Total (<italic>n</italic> &#x3d; 173)</th>
<th colspan="1" align="center">
<italic>p</italic>-value</th>
</tr>
<tr>
<th align="center">
<italic>N</italic>
</th>
<th align="center">(%)</th>
<th align="center">
<italic>N</italic>
</th>
<th align="center">(%)</th>
<th align="center">
<italic>N</italic>
</th>
<th align="center">(%)</th>
<th align="left"/>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Child&#x2019;s sex</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">ns</td>
</tr>
<tr>
<td align="left">&#x2003;Boy</td>
<td align="center">33</td>
<td align="center">41.8</td>
<td align="center">45</td>
<td align="center">47.9</td>
<td align="center">78</td>
<td align="center">45.1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Girl</td>
<td align="center">46</td>
<td align="center">58.2</td>
<td align="center">49</td>
<td align="center">52.1</td>
<td align="center">95</td>
<td align="center">54.9</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Mothers&#x2019; education</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td align="left">&#x2003;Elementary</td>
<td align="center">1</td>
<td align="center">1.3</td>
<td align="center">73</td>
<td align="center">77.7</td>
<td align="center">74</td>
<td align="center">42.8</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;Secondary</td>
<td align="center">18</td>
<td align="center">22.8</td>
<td align="center">21</td>
<td align="center">22.3</td>
<td align="center">39</td>
<td align="center">22.5</td>
<td align="left"/>
</tr>
<tr>
<td align="left">&#x2003;University</td>
<td align="center">60</td>
<td align="center">75,9</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">60</td>
<td align="center">34.7</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Running water</td>
<td align="center">78</td>
<td align="center">98.7</td>
<td align="center">48</td>
<td align="center">51.1</td>
<td align="center">126</td>
<td align="center">72.8</td>
<td align="center">&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td rowspan="2" align="left"/>
<td colspan="2" align="center">Mean (SD)</td>
<td colspan="2" align="center">Mean (SD)</td>
<td colspan="2" align="center">Mean (SD)</td>
<td rowspan="2" align="left"/>
</tr>
<tr>
<td colspan="2" align="center">Median (IQR)</td>
<td colspan="2" align="center">Median (IQR)</td>
<td colspan="2" align="center">Median (IQR)</td>
</tr>
<tr>
<td rowspan="2" align="left">Age of the mothers (in years)</td>
<td colspan="2" align="center">32.18 (3.90)</td>
<td colspan="2" align="center">24.93 (5.87)</td>
<td colspan="2" align="center">28.24 (6.22)</td>
<td rowspan="2" align="center">&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td colspan="2" align="center">32.00 (30.00&#x2013;35.00)</td>
<td colspan="2" align="center">24.00 (20.00&#x2013;29.00)</td>
<td colspan="2" align="center">29.00 (23.00&#x2013;33.00)</td>
</tr>
<tr>
<td rowspan="2" align="left">Billing problems</td>
<td colspan="2" align="center">0.14 (0.64)</td>
<td colspan="2" align="center">1.03 (1.30)</td>
<td colspan="2" align="center">0.62 (1.14)</td>
<td rowspan="2" align="center">&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td colspan="2" align="center">0.00 (0.00&#x2013;0.00)</td>
<td colspan="2" align="center">1.00 (0.00&#x2013;2.00)</td>
<td colspan="2" align="center">0.00 (0.00&#x2013;1.00)</td>
</tr>
<tr>
<td rowspan="2" align="left">Perceived stress of mothers</td>
<td colspan="2" align="center">7.85 (2.85)</td>
<td colspan="2" align="center">9.54 (3.14)</td>
<td colspan="2" align="center">8.77 (3.12)</td>
<td rowspan="2" align="center">&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td colspan="2" align="center">7.00 (6.00&#x2013;9.00)</td>
<td colspan="2" align="center">10.00 (7.00&#x2013;11.00)</td>
<td colspan="2" align="center">9.00 (6.00&#x2013;11.00)</td>
</tr>
<tr>
<td rowspan="2" align="left">Harsh discipline</td>
<td colspan="2" align="center">17.47 (5.30)</td>
<td colspan="2" align="center">22.22 (10.93)</td>
<td colspan="2" align="center">20.05 (9.11)</td>
<td rowspan="2" align="center">&#x2a;</td>
</tr>
<tr>
<td colspan="2" align="center">16.00 (14.00&#x2013;19.00)</td>
<td colspan="2" align="center">19.50 (13.00&#x2013;28.25)</td>
<td colspan="2" align="center">18.00 (14.00&#x2013;23.00)</td>
</tr>
<tr>
<td rowspan="2" align="left">Mental health of children</td>
<td colspan="2" align="center">2.24 (1.58)</td>
<td colspan="2" align="center">4.43 (1.87)</td>
<td colspan="2" align="center">3.43 (2.05)</td>
<td rowspan="2" align="center">&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td colspan="2" align="center">2.00 (1.00&#x2013;3.00)</td>
<td colspan="2" align="center">4.00 (3.00&#x2013;5.00)</td>
<td colspan="2" align="center">3.00 (2.00&#x2013;5.00)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Predictors of Poor Mental Health</title>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> shows the results of the linear regression analyses. Belonging to MRCs vs. the majority, perceived stress of mothers and harsh discipline were found to be associated with the early mental health of children.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Predictors of poor mental health [Research on Early Childhood in marginalized Roma communities (RomaREACH) study, Slovakia, 2021&#x2013;2022].</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Mental health B (CI)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">MRCs</td>
<td align="center">2.19 (1.69&#x2013;2.72)&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td align="left">Perceived stress of mothers</td>
<td align="center">0.21 (0.12&#x2013;0.30)&#x2a;&#x2a;&#x2a;</td>
</tr>
<tr>
<td align="left">Harsh discipline</td>
<td align="center">0.08 (0.05&#x2013;0.12)&#x2a;&#x2a;&#x2a;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x2a;<italic>p</italic> &#x3c; 0.05, &#x2a;&#x2a;<italic>p</italic> &#x3c; 0.01, &#x2a;&#x2a;&#x2a;<italic>p</italic> &#x3c; 0.001.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Mediation Analysis</title>
<p>The results revealed significant indirect effects in all tested simple mediation models. Harsh discipline partially mediates the relationship between belonging to MRCs vs. the majority and the mental health of children (<italic>b</italic> &#x3d; 0.24, <italic>t</italic> &#x3d; 2.19) (<xref ref-type="fig" rid="F1">Figure 1</xref>) and the relationship between perceived stress of mothers and the mental health of children (<italic>b</italic> &#x3d; 0.06, <italic>t</italic> &#x3d; 2.61) (<xref ref-type="fig" rid="F2">Figure 2</xref>). We found also a significant indirect effect of belonging to MRCs vs. the majority on the harsh discipline through perceived stress of mothers (<italic>b</italic> &#x3d; 1.60, <italic>t</italic> &#x3d; 2.42) (<xref ref-type="fig" rid="F3">Figure 3</xref>). The indirect effect of belonging to MRCs vs. the majority on the early mental health of children through perceived stress of mothers and harsh discipline was not confirmed due to low t-statistics (<italic>b</italic> &#x3d; 0.07, <italic>t</italic> &#x3d; 1.68) although the confidence interval of indirect effect is not passing through the zero (CI &#x3d; 0.01; 0.16) and coefficients of direct and indirect effects indicate complimentary serial mediation. The direct effect of belonging to MRCs vs. the majority on the early mental health of children in the presence of mediators was found to be significant (<italic>b</italic> &#x3d; 1.66, <italic>p</italic> &#x3c; 0.001). The mediation summary is presented in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Mediation of harsh discipline on the relationship between belonging to MRCs vs. majority and mental health of children, adjusted for child&#x2019;s sex and maternal age [Research on Early Childhood in marginalized Roma communities (RomaREACH) study, Slovakia, 2021&#x2013;2022, <italic>n</italic> &#x3d; 173].</p>
</caption>
<graphic xlink:href="ijph-69-1606721-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Mediation of harsh discipline on the relationship between perceived stress of mothers and mental health of children, adjusted for child&#x2019;s sex and maternal age [Research on Early Childhood in marginalized Roma communities (RomaREACH) study, Slovakia, 2021&#x2013;2022, <italic>n</italic> &#x3d; 173].</p>
</caption>
<graphic xlink:href="ijph-69-1606721-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Mediation of perceived stress of mothers on the relationship between belonging to MRCs vs. majority and harsh discipline, adjusted for child&#x2019;s sex and maternal age [Research on Early Childhood in marginalized Roma communities (RomaREACH) study, Slovakia, 2021&#x2013;2022, <italic>n</italic> &#x3d; 173].</p>
</caption>
<graphic xlink:href="ijph-69-1606721-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Serial mediation of perceived stress of mothers and harsh discipline on the relationship between belonging to MRCs vs. majority and the early mental health of children, adjusted for child&#x2019;s sex and maternal age [Research on Early Childhood in marginalized Roma communities (RomaREACH) study, Slovakia, 2021&#x2013;2022, <italic>n</italic> &#x3d; 173].</p>
</caption>
<graphic xlink:href="ijph-69-1606721-g004.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>We found that the mental health of children from MRCs is significantly worse compared to their better-off peers from the majority population. Mothers of children from MRCs perceive higher levels of stress and use harsh discipline practices more often than mothers from the majority. Both, the effect of belonging to MRCs vs. the majority and the effect of the perceived stress of mothers on the early mental health of children are mediated via harsh discipline. Moreover, the perceived stress of mothers mediates the differences between mothers from MRCs and the majority in harsh discipline. However, serial mediation of perceived stress of mothers and harsh discipline on the relationship between belonging to MRCs vs. majority and the early mental health of children was not confirmed.</p>
<p>Although the preferred style of parenting is responsive parenting, in the context of the psychosocial disadvantage of MRCs it might be hard to follow one&#x2019;s own ideals about this [<xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>]. Moreover, mothers from MRCs may lack social and cultural capital as well as competencies; therefore, they might not be aware of specific parental strategies to fulfil the aforementioned parenting style. This might result from the social distance from the majority population caused by marginalisation, leading to low education and awareness of mothers from MRCs. Anti-Roma racism recognized as a root cause of inequities [<xref ref-type="bibr" rid="B1">1</xref>] and unfavourable circumstances accumulated in MRCs such as low educational levels, high unemployment rates, poverty and poor living conditions [<xref ref-type="bibr" rid="B19">19</xref>] that have negative effects on each aspect of the everyday lives of their residents, including psychological vulnerability, chronic stress and the mental health of parents [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B8">8</xref>]. Public discourse attributing parental challenges in MRCs solely to individual shortcomings overlooks the structural roots and the intricate challenges arising from generations of poverty, highlighting the significance of considering social determinants of health [<xref ref-type="bibr" rid="B28">28</xref>] in addressing these issues. Persistent anti-Roma racism in Europe, perpetuated through stereotypical, racist, and discriminatory discourse, hinders the success of policies targeting MRCs [<xref ref-type="bibr" rid="B29">29</xref>]. It is, therefore, necessary to view our findings through this lens.</p>
<p>Our findings suggest that children from MRCs have worse mental health compared to children from the majority. This is in line with previous studies conducted in disadvantaged settings with children living in poverty, which showed similar differences compared to better-off children [<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B30">30</xref>]. The evidence is even more robust in longitudinal studies demonstrating the detrimental effect of childhood poverty on mental health in adolescence and adulthood [<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>]. Our results indicate that living in MRCs characterised by poverty affects the mental health of children as early as in the first years of life.</p>
<p>Harsh discipline, which is more prevalent in MRCs, plays an important role in early childhood mental health outcomes. More frequent use of harsh discipline practices is associated with worse mental health outcomes in children and mediates the relationship between belonging to MRCs vs. the majority and the early mental health of children. A possible interpretation is that the higher prevalence of the use of harsh discipline practices in MRCs can be explained by the accumulation of disadvantage and poverty. This is in line with previous studies showing that a lack of resources is associated with harsh parenting practices [<xref ref-type="bibr" rid="B34">34</xref>&#x2013;<xref ref-type="bibr" rid="B37">37</xref>] and that harsh parenting mediates the relationship between poverty and mental health outcomes in children [<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B30">30</xref>, <xref ref-type="bibr" rid="B38">38</xref>].</p>
<p>Higher levels of perceived stress are more prevalent among mothers from MRCs and are related to more frequent use of harsh discipline practices, which in turn influence the mental health of their young children. An explored mediating pathway suggests that living in poverty leads to higher levels of stress in caregivers, which is associated with disrupted parenting practices [<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>] that affect the mental health of young children [<xref ref-type="bibr" rid="B30">30</xref>]. Nevertheless, since all tested mediations revealed only partial mediation effects and the serial mediation was not fully confirmed other factors likely play a part in the relationship belonging to MRCs vs. majority and early mental health of children. Moreover, mothering, although a deeply individual experience, is profoundly influenced by structural forces such as the welfare state, exclusion, marginalization, and discrimination [<xref ref-type="bibr" rid="B41">41</xref>]. Women from ethnic minorities experiencing financial hardship construct their motherhood in response to the chronic stress of poverty, discrimination, and long-term structural processes that disadvantage them [<xref ref-type="bibr" rid="B42">42</xref>&#x2013;<xref ref-type="bibr" rid="B45">45</xref>].</p>
<sec id="s4-1">
<title>Strengths and Limitations</title>
<p>Our study is the first to focus on mental health in such young disadvantaged Roma children (14&#x2013;18&#xa0;months old) and demonstrates possible pathways through which living in poverty of MRCs may influence perceived stress in mothers and the use of harsh discipline practices that have a negative impact of early mental health of their children. Some limitations need to be mentioned. The size of the sample and a cross-sectional design lowers the power of the study to detect all effects and differences and does not allow conclusions about causality. As we did not include either Roma mothers with higher socioeconomic status outside of MRCs or mothers from a majority living at a disadvantage, the two groups compared are very distinct and represent opposite sides of the socioeconomic spectrum. Furthermore, self-reported data are prone to social desirability, which may cause an underestimation of the use of harsh discipline practices in mothers and the mental health problems of children. Data from the mothers living in MRCs were mostly collected via assisted self-administered interview in Slovak language and data from mothers from majority via self-reported questionnaires. The reason for this was to cope with illiteracy, which we considered to be a more serious source of non-response and bias than using two different types of administration which has shown good reliability of data [<xref ref-type="bibr" rid="B18">18</xref>].</p>
</sec>
<sec id="s4-2">
<title>Implications for Practice, Policy and Future Research</title>
<p>An appropriate parental approach is vital, especially in the first years after the birth of the child, which are characterised by a greater degree of physical and psychological dependence of young children on their caregivers [<xref ref-type="bibr" rid="B46">46</xref>]. It is also particularly important for children living in poverty, who are exposed to an increased risk of health problems and delays in psychomotor development [<xref ref-type="bibr" rid="B47">47</xref>]. Investments in early childhood development have the greatest benefit for the most disadvantaged children and a long-term equalising effect. However, interventions must not only address the survival and physical health of children at an early age but also their healthy psychosocial development [<xref ref-type="bibr" rid="B28">28</xref>]. Poverty and social exclusion are likely contributing significantly to experiencing stress in mothers and having adverse effects on parenting practices [<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>]; thus, supporting families in providing a nurturing environment for their children and providing opportunities to strengthen parenting skills might help to better the mental health of young children and influence their health outcomes later in life. Previous research has shown that addressing poverty in MRCs to support early childhood development is necessary but not easily implemented due to unfavourable public discourse and lack of political will [<xref ref-type="bibr" rid="B2">2</xref>]. These arguments can also be used in advocating for enhancement of living conditions in MRCs, focusing on sources of stress that stem from poverty. Moreover, better access to early childhood education and care services and implementation of interventions focusing on the transfer of cultural capital via educational community programmes working with mothers from MRCs fostering parenting skills and childcare might mitigate the effect of poverty on healthy early childhood development, including mental health [<xref ref-type="bibr" rid="B48">48</xref>]. Programmes supporting parents in their care of children are considered a preventive strategy with the potential to mitigate the long-term negative impact of poverty on child health and development [<xref ref-type="bibr" rid="B49">49</xref>].</p>
<p>On the policy level, continuous efforts are needed to tackle discrimination and advocate for equity of the Roma minority in the field of access to housing, education and the labour market. Implementation of the necessary measures to tackle poverty in MRCs will require a change in social and political discourse and the courage of politicians and institutions to introduce measures that require larger investments and effective use of European funds, despite such measures probably not being popular in the eyes of a portion of the public and will not lead to political points being won.</p>
<p>Further research on a larger scale should confirm and further explore the factors and pathways of worse mental health in children from MRCs. A longitudinal study could establish the causal pathways between the predictors and parenting practices and developmental outcomes. Interventions supporting parenting skills, promoting parental mental health and focusing on early childhood development that are already in place should be evaluated, improved and upscaled.</p>
</sec>
<sec id="s4-3">
<title>Conclusion</title>
<p>The poor quality of interactions between children and mothers living in poverty of MRCs are the consequences of a disorganised and stressful psychosocial environment and are associated with poor mental health of young children. Mothers from MRCs perceive less control over their lives and a lower ability to cope with everyday problems compared to mothers from the majority, and this stress is associated with frequent use of harsh discipline practices having a negative impact on the mental health of young children. Besides the necessity to tackle poverty in MRCs, programmes supporting parents and focusing on early childhood development have the potential to mitigate the long-term negative impact of poverty on child health and development.</p>
</sec>
</sec>
</body>
<back>
<sec id="s5">
<title>Ethics Statement</title>
<p>The studies involving humans were approved by the Ethics Committee in Pre&#x161;ov region (No. 03682/2022/OZ-20), Ko&#x161;ice region (&#x201c;RomaREACH&#x201d;), and Ethics Committee of the Medical Faculty at P. J. &#x160;af&#xe1;rik University in Ko&#x161;ice (16N/2021). The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation in this study was provided by the participants and the participants&#x2019; legal guardians/next of kin.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>DF conceived of the study, participated in its design and coordination and drafted the manuscript, participated in the interpretation of the data. SC conceived of the study, participated in its design and coordination, participated in the interpretation of the data, and helped to draft the manuscript. SV participated in the interpretation of the data and helped to draft the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>This work was supported by the Slovak Research and Development Agency under Contract No. APVV-19-0493 and by the Scientific Grant Agency of the Ministry of Education, Science, Research and Sport of the Slovak Republic and the Slovak Academy of Sciences, Reg. No. 1/0593/21.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that they do not have any conflicts of interest.</p>
</sec>
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