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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Public Health</journal-id>
<journal-title>Frontiers in Public Health</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Public Health</abbrev-journal-title>
<issn pub-type="epub">2296-2565</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpubh.2024.1484547</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Public Health</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Maternal Big Five personality traits and breastfeeding outcomes: what we know and what we don&#x2019;t know</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Bessey</surname> <given-names>Donata</given-names></name><xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2614869/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff><institution>EastAsia International College, Yonsei University</institution>, <addr-line>Wonju</addr-line>, <country>Republic of Korea</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Yibo Wu, Peking University, China</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Tilman Reinelt, University of Zurich, Switzerland</p>
<p>Elisabeth Mangrio, Malm&#x00F6; University, Sweden</p>
<p>Nurul Hartini, Airlangga University, Indonesia</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Donata Bessey, <email>dbessey@yonsei.ac.kr</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>11</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1484547</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Bessey.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Bessey</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>
<sec id="sec1">
<title>Introduction</title>
<p>Exclusive breastfeeding&#x2014;feeding an infant only breast milk for the first 6&#x202F;months of life&#x2014;is recognized as the preventive intervention with the greatest potential to reduce child mortality. However, the World Health Organization (WHO) estimates that only 44% of all infants globally are exclusively breastfed for the first 6&#x202F;months of life. Research into the barriers to meeting this goal of exclusive breastfeeding suggests an important role for sociodemographic factors. Maternal personality traits, another possible factor affecting infant feeding outcomes, have received relatively sparse attention from researchers and are the focus of this mini-review.</p>
</sec>
<sec id="sec2">
<title>Methods</title>
<p>Three databases and one peer-reviewed journal in lactation that was not included in either were systematically searched. Studies that analyzed the relationship between maternal Big Five personality traits and breastfeeding or lactation outcomes were included in this mini-review. In addition, the reference sections of all included studies were searched for other possible matches, resulting in one more study being included.</p>
</sec>
<sec id="sec3">
<title>Results</title>
<p>Eleven studies dating from 2006 to 2022 met the criteria for inclusion in this mini-review. In total, they included <italic>n</italic>&#x202F;=&#x202F;19,425 participants. Due to the differences in methodology, statistical analysis, and breastfeeding outcomes analyzed, they were summarized using a narrative synthesis.</p>
</sec>
<sec id="sec4">
<title>Conclusion</title>
<p>There were no emerging patterns regarding associations between Big Five personality traits and breastfeeding outcomes. While personality traits may play a role, their influence might be moderated by other factors, including other psychological, social, and demographic variables. More studies employing state-of-the-art research design and analysis methods are needed to see whether patterns will emerge.</p>
</sec>
</abstract>
<kwd-group>
<kwd>breastfeeding</kwd>
<kwd>lactation</kwd>
<kwd>personality traits</kwd>
<kwd>Big Five</kwd>
<kwd>HEXACO</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="72"/>
<page-count count="8"/>
<word-count count="6218"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Public Mental Health</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec5">
<label>1</label>
<title>Introduction</title>
<p>Exclusive breastfeeding for the first 6&#x202F;months of life is the preventive intervention with the greatest potential to reduce child mortality (<xref ref-type="bibr" rid="ref1">1</xref>). Optimal breastfeeding practices also include initiation within the first hour of life and continuing to breastfeed for up to 2&#x202F;years or longer as desired by the mother and infant, in addition to introducing complementary foods at around 6&#x202F;months of age. Breastfeeding is protective against respiratory infections (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>), gastrointestinal infections and diarrhea (<xref ref-type="bibr" rid="ref2">2</xref>, <xref ref-type="bibr" rid="ref3">3</xref>), acute otitis media (<xref ref-type="bibr" rid="ref3 ref4 ref5">3&#x2013;5</xref>), sudden infant death syndrome (SIDS) (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref6">6</xref>, <xref ref-type="bibr" rid="ref7">7</xref>), and necrotizing enterocolitis (NEC) in preterm infants (<xref ref-type="bibr" rid="ref8">8</xref>). It may be associated with a decrease in the infant&#x2019;s risk for other health conditions (<xref ref-type="bibr" rid="ref9">9</xref>). In addition, it is also associated with a lower risk of developing breast cancer (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref10">10</xref>), ovarian, and endometrial cancer (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref10 ref11 ref12">10&#x2013;12</xref>), and cardiovascular disease (<xref ref-type="bibr" rid="ref13">13</xref>) for the lactating mother, in addition to protection against other diseases, such as type 2 diabetes (<xref ref-type="bibr" rid="ref3">3</xref>, <xref ref-type="bibr" rid="ref14 ref15 ref16">14&#x2013;16</xref>). Therefore, breastfeeding is a unique health behavior that substantially benefits both parent and infant. However, despite those well-documented numerous benefits, the World Health Organization (WHO) estimates that only 44% of all infants worldwide are exclusively breastfed for the first 6&#x202F;months of life (<xref ref-type="bibr" rid="ref17">17</xref>). Research into the barriers to meeting this goal of exclusive breastfeeding underlines the importance of sociodemographic factors, according to a recent meta-review (<xref ref-type="bibr" rid="ref18">18</xref>), which found evidence for adverse effects of young maternal age, a low level of education, having to return to work within 12&#x202F;weeks postpartum, having birthed via cesarean section, and inadequate milk supply. Maternal personality traits, another possible factor affecting infant feeding outcomes, have received little attention from researchers. This mini-review explores this under-researched topic and investigates the possible impact of maternal personality traits on infant feeding outcomes.</p>
<p>Personality traits are enduring patterns of thoughts, feelings, and behaviors that show stability and change over time (<xref ref-type="bibr" rid="ref19">19</xref>). They tend to change toward greater maturity over the lifespan, with important interpersonal differences in the timing and direction of those changes (<xref ref-type="bibr" rid="ref20">20</xref>). However, the stability of personality traits is debated, with some researchers arguing that stability depends on environmental factors and measurement methods (<xref ref-type="bibr" rid="ref21">21</xref>). Personality traits differ from other constructs like mood, which are more transient and contribute to variance in affective measures (<xref ref-type="bibr" rid="ref22">22</xref>).</p>
<p>The Big Five model, encompassing Openness, Conscientiousness, Extraversion, Agreeableness, and Neuroticism (Emotional Stability), is based on language descriptors and defines human personality at the broadest level (<xref ref-type="bibr" rid="ref23">23</xref>, <xref ref-type="bibr" rid="ref24">24</xref>). Openness to Experience is characterized by traits such as imagination, curiosity, and creativity, contrasted with shallowness and imperceptiveness. Conscientiousness involves traits such as organization, thoroughness, and reliability versus carelessness, negligence, and unreliability. Extraversion encompasses traits such as talkativeness, assertiveness, and high activity levels, as opposed to silence, passivity, and reserve. Agreeableness contrasts traits like kindness, trust, and warmth with hostility, selfishness, and distrust. Lastly, Emotional Stability includes traits like nervousness, moodiness, and temperamentality, as opposed to calmness, self-confidence, and emotional consistency (<xref ref-type="bibr" rid="ref24">24</xref>). The model was chosen due to its comprehensive framework, and it has been extensively validated across different cultures and populations, making it a robust tool for psychological research (<xref ref-type="bibr" rid="ref25">25</xref>) which is particularly useful in research areas such as health behaviors, where various personality dimensions can influence outcomes differently (<xref ref-type="bibr" rid="ref26">26</xref>). For instance, Conscientiousness has been linked to health-promoting behaviors (<xref ref-type="bibr" rid="ref27">27</xref>), while Neuroticism often correlates with negative health outcomes (<xref ref-type="bibr" rid="ref28">28</xref>). Conscientiousness is often linked to health-promoting behaviors through mechanisms like self-discipline and goal-directed behavior. Neuroticism, on the other hand, might be associated with negative outcomes due to emotional instability, which can increase stress and hinder adaptive coping strategies. Extraversion may facilitate better social support networks, while Openness is associated with a greater willingness to engage in novel and exploratory behaviors. Finally, Agreeableness could promote positive social interactions, leading to healthier behaviors through cooperation and conflict avoidance.</p>
<p>Its broad applicability makes the model a good choice in examining health behaviors like breastfeeding, which multiple personality dimensions can simultaneously influence. In contrast, specific traits like negative affectivity or trait anxiety, while important, offer a narrower focus and might not capture the full range of personality influences on breastfeeding outcomes.</p>
</sec>
<sec sec-type="methods" id="sec6">
<label>2</label>
<title>Methods</title>
<p>From July 10 to July 12, 2024, the following databases were searched: the Web of Science Core Collection, PubMed, and ProQuest Psychology (which includes APA PsycArticles. APA PsycInfo, APA PsycTests&#x00AE;, Psychology Database, and PTSDpubs). The search expression used was (&#x201C;maternal personality&#x201D; OR &#x201C;maternal psychology&#x201D; OR &#x201C;maternal temperament&#x201D; OR &#x201C;parental personality&#x201D; OR &#x201C;parental psychology&#x201D; OR &#x201C;parental temperament&#x201D; OR &#x201C;mother&#x2019;s personality&#x201D; OR &#x201C;mother&#x2019;s psychology&#x201D; OR &#x201C;mother&#x2019;s temperament&#x201D; OR &#x201C;parent&#x2019;s personality&#x201D; OR &#x201C;parent&#x2019;s psychology&#x201D; OR &#x201C;parent&#x2019;s temperament&#x201D; OR &#x201C;personality traits&#x201D; OR &#x201C;Big Five&#x201D;) AND (&#x201C;breastfeeding initiation&#x201D; OR &#x201C;exclusive breastfeeding&#x201D; OR &#x201C;breastfeeding duration&#x201D; OR &#x201C;breastfeeding outcome&#x201D; OR &#x201C;breastfeeding behavior&#x201D; OR &#x201C;breastfeeding success&#x201D; OR &#x201C;breastfeeding practices&#x201D; OR &#x201C;lactation initiation&#x201D; OR &#x201C;lactation duration&#x201D; OR &#x201C;lactation outcome&#x201D; OR &#x201C;lactation success&#x201D; OR &#x201C;lactation practices&#x201D; OR &#x201C;lactation behavior&#x201D;). This yielded 26 results in the Web of Science, 1802 in PubMed, and 128 in ProQuest Psychology. After analyzing the abstract and, if needed, the body of the article, 10 results from the Web of Science, 12 from PubMed, and five results from ProQuest Psychology met the criteria for inclusion (i.e., they analyzed the associations between maternal personality traits and breastfeeding outcomes). Since &#x201C;Clinical Lactation,&#x201D; another professional research journal in the field, is not included in PubMed, a separate search using the same search expression was conducted on July 12, 2024; no additional articles were found. After checking for duplicates, 13 studies remained. However, one study used the L&#x00FC;scher Color Test as a personality trait measure. It is included in a published list of discredited procedures in psychology (<xref ref-type="bibr" rid="ref63">63</xref>), and therefore, the study was not included in this mini-review. Two further studies that used the same data set for analysis employed a fundamentally flawed methodology: the sample consisted only of mothers who had exclusively breastfed, eliminating any variability in breastfeeding status. This lack of variation precludes any meaningful analysis of factors influencing the choice to breastfeed exclusively, as all participants have already made the same decision, thereby violating a basic principle of research design, which requires variability in the dependent variable for analysis. In addition, the scale used as the dependent variable is mischaracterized because instead of measuring actual breastfeeding outcomes or behaviors, it comprises subjective items that do not reflect exclusive breastfeeding practices. This misalignment between the intended measurement and the actual construct assessed further invalidates the findings (<xref ref-type="bibr" rid="ref29">29</xref>). Finally, the studies used data on breastfeeding intentions and personality traits collected retrospectively, 6 to 12&#x202F;months postpartum, introducing significant recall bias and confounding factors, as the mothers&#x2019; breastfeeding decisions and experiences have already been made and could influence their responses. These design flaws led to excluding the two studies from this mini-review.</p>
<p>An additional search of the references in all of the included studies resulted in one more article that was included (<xref ref-type="bibr" rid="ref30">30</xref>), resulting in a total of 11 studies.</p>
</sec>
<sec sec-type="results" id="sec7">
<label>3</label>
<title>Results</title>
<p>The 11 studies were conducted in Chile, Croatia (two), Germany, Italy, the Netherlands, Poland, Spain, T&#x00FC;rkiye, the United Kingdom, and the United States. All can be classified as primary, observational research in epidemiology (<xref ref-type="bibr" rid="ref31">31</xref>). <xref ref-type="table" rid="tab1">Table 1</xref> provides an overview and summary.</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Overview of the studies included in this mini-review.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Nr</th>
<th align="left" valign="top">Study location</th>
<th align="left" valign="top">Design</th>
<th align="left" valign="top">Sample size</th>
<th align="left" valign="top">Big Five inventory used</th>
<th align="left" valign="top">Outcome variable(s)</th>
<th align="left" valign="top">Statistical analysis method(s)</th>
<th align="left" valign="top">Results</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">1</td>
<td align="left" valign="top">Wagner et al. (<xref ref-type="bibr" rid="ref42">42</xref>) USA</td>
<td align="left" valign="top">prospective study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;81</td>
<td align="left" valign="top">NEO Personality<break/>Inventory-Revised [NEO-PI-R], 264 items</td>
<td align="left" valign="top">Initiation</td>
<td align="left" valign="top">Comparison of personality traits scores between mothers who exclusively breastfed and exclusively formula-fed throughout postpartum hospital stay (t-tests), multivariate logit for initiation (control variables: infant health, ethnicity, income-related variables)</td>
<td align="left" valign="top">t-tests: those who initiated breastfeeding score higher on Agreeableness, Extraversion, and Openness<break/>Multivariate logits: Extraversion and Openness remain statistically significant</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="left" valign="top">Brown (<xref ref-type="bibr" rid="ref43">43</xref>) UK</td>
<td align="left" valign="top">cross-sectional survey</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;602</td>
<td align="left" valign="top">Big Five<break/>Ten-Item Personality Measure (<xref ref-type="bibr" rid="ref66">66</xref>)</td>
<td align="left" valign="top">Initiation<break/>Any breastfeeding at birth and at 2, 6, 12, and 26&#x202F;weeks postpartum</td>
<td align="left" valign="top">Comparison of personality traits scores between mothers with any breastfeeding and with exclusive formula feeding (MANCOVA)</td>
<td align="left" valign="top">Those with any breastfeeding score higher on Extraversion at birth, 2, and 6&#x202F;weeks<break/>Those with any breastfeeding score higher on Emotional Stability (Neuroticism) at birth and all time points postpartum<break/>Those with any breastfeeding score higher on Conscientiousness at birth only</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="left" valign="top">Di Mattei et al. (<xref ref-type="bibr" rid="ref37">37</xref>) Italy</td>
<td align="left" valign="top">cross-sectional survey</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;160</td>
<td align="left" valign="top"><italic>Big Five Inventory</italic> (BFI) (<xref ref-type="bibr" rid="ref67">67</xref>) (44 items)</td>
<td align="left" valign="top">Intention to breastfeed as measured by score on Iowa Infant Feeding Attitude Scale (<xref ref-type="bibr" rid="ref32">32</xref>)</td>
<td align="left" valign="top">Correlation coefficients between traits and IIFAS score, multivariate ordinary least squares regression (controls: age, self-employed status, parity, fed formula as infant)</td>
<td align="left" valign="top">Significant negative correlation between Neuroticism and IIFAS score<break/>Persists in multiple regression</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="left" valign="top">Im&#x0161;iragi&#x0107; et al. (<xref ref-type="bibr" rid="ref71">71</xref>) Croatia</td>
<td align="left" valign="top">prospective cohort study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;259</td>
<td align="left" valign="top">Big Five Inventory (<xref ref-type="bibr" rid="ref57">57</xref>) (44 items)</td>
<td align="left" valign="top">Exclusive breastfeeding 6 to 8&#x202F;weeks after birth</td>
<td align="left" valign="top">Bivariate and multivariate logistic regression, odds ratios reported<break/>Control variables: age, employment, parity, mode of delivery, PTSD (<xref ref-type="bibr" rid="ref62">62</xref>), depression EPDS (<xref ref-type="bibr" rid="ref60">60</xref>)</td>
<td align="left" valign="top">Significant negative association between Neuroticism and exclusive breastfeeding<break/>Disappears in multiple regression</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="left" valign="top">Keller et al. (<xref ref-type="bibr" rid="ref39">39</xref>) Croatia</td>
<td align="left" valign="top">observational cross-sectional study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;303</td>
<td align="left" valign="top">Thompson&#x2019;s International English Big-Five Mini-Markers (40 items) (<xref ref-type="bibr" rid="ref58">58</xref>)</td>
<td align="left" valign="top">Duration of any breastfeeding, any breastfeeding for &#x2265;6&#x202F;months (including feeding expressed milk)</td>
<td align="left" valign="top">Correlation coefficients for duration, bivariate logistic regression for breastfeeding for &#x2265;6&#x202F;months</td>
<td align="left" valign="top">Duration: Significantly positive correlations with Agreeableness and Openness, significantly negative correlation with Neuroticism<break/>Breastfeeding for &#x2265;6&#x202F;months: no relationship</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="left" valign="top">Catala et al. (<xref ref-type="bibr" rid="ref45">45</xref>) (Spain)</td>
<td align="left" valign="top">longitudinal prospective study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;116</td>
<td align="left" valign="top">Big Five NEO-FFI (60 items)</td>
<td align="left" valign="top">Initiation &#x003C;1&#x202F;h of birth, breastfeeding on demand at 4&#x202F;months postpartum</td>
<td align="left" valign="top">Comparison of personality traits scores between mothers who initiated &#x003C;1&#x202F;h of birth/breastfed on demand at 4&#x202F;months and those who did not (t-tests)</td>
<td align="left" valign="top">Initiation: No differences found in t-tests<break/>Those who continued to breastfeed on demand at 4&#x202F;months scored higher on Openness</td>
</tr>
<tr>
<td align="left" valign="top">7</td>
<td align="left" valign="top">Maliszewska et al. (<xref ref-type="bibr" rid="ref30">30</xref>) Poland</td>
<td align="left" valign="top">case-cohort study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;251</td>
<td align="left" valign="top">Big Five NEO-FFI (60 items)</td>
<td align="left" valign="top">&#x201C;Almost exclusive&#x201D; breastfeeding (currently exclusive, with possible formula supplementation before)/any breastfeeding at 6&#x202F;months postpartum</td>
<td align="left" valign="top">t-tests, multivariate logit regressions<break/>Controls: maternal habitation; education; marriage; risk for postpartum depression at 1&#x202F;week and 3&#x202F;months (EPDS &#x003E;12 or self-harm) (<xref ref-type="bibr" rid="ref60">60</xref>); maternal professional<break/>activity; mode of delivery; parity; any breastfeeding within the first week; social support (<xref ref-type="bibr" rid="ref61">61</xref>)</td>
<td align="left" valign="top">No differences when comparing &#x201C;almost exclusive&#x201D; to any breastfeeding in t-tests<break/>No statistically significant associations in multivariate regressions (Openness at 10%)</td>
</tr>
<tr>
<td align="left" valign="top">8</td>
<td align="left" valign="top">Farkas &#x0026; Girard (<xref ref-type="bibr" rid="ref38">38</xref>) Chile</td>
<td align="left" valign="top">prospective cohort study (Encuesta Longitudinal de la Primera Infancia)</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;13,738</td>
<td align="left" valign="top">Big Five inventory (44 items), Casullo (<xref ref-type="bibr" rid="ref59">59</xref>)</td>
<td align="left" valign="top">initiation, duration (exclusive/mixed)</td>
<td align="left" valign="top">Fisher&#x2019;s exact test/Chi-square-test for differences between those who did vs. did not initiate breastfeeding after birth<break/>Multivariate logit for initiation, multivariate OLS for duration<break/>Controls: place of residence, marital status, maternal socio-economic background, age, maternal and infant risk factors, delivery mode, infant sex, maternal cognitive ability</td>
<td align="left" valign="top">Those who did not initiate score higher on Neuroticism, disappears in regression<break/>Ordinary least squares regression: low Neuroticism is significantly associated with longer duration</td>
</tr>
<tr>
<td align="left" valign="top">9</td>
<td align="left" valign="top">Verbeek et al. (<xref ref-type="bibr" rid="ref40">40</xref>) Netherlands</td>
<td align="left" valign="top">population-based prospective cohort study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;2,927</td>
<td align="left" valign="top">Big Five NEO-FFI (60 items)</td>
<td align="left" valign="top">6&#x202F;months of exclusive breastfeeding (WHO definition)</td>
<td align="left" valign="top">Multivariate logit regressions<break/>Controls: age, relationship status, parity, and SES<break/>Use imputation technique for missing values</td>
<td align="left" valign="top">Odds ratios reported: Agreeableness +Extraversion &#x2013;Neuroticism &#x2013;Openness +Association for neuroticism disappears when controlling for anxiety and when controlling for depression</td>
</tr>
<tr>
<td align="left" valign="top">10</td>
<td align="left" valign="top">Ludwig et al. (<xref ref-type="bibr" rid="ref41">41</xref>) Germany</td>
<td align="left" valign="top">Birth cohort study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;780</td>
<td align="left" valign="top">Big Five Inventory (BFI-10) (<xref ref-type="bibr" rid="ref68">68</xref>), 10 items</td>
<td align="left" valign="top">4&#x202F;months/6&#x202F;months of exclusive breastfeeding (including water/tea)</td>
<td align="left" valign="top">Wilcoxon rank-sum tests for differences between those who did and did not exclusively breastfeed for 4/6&#x202F;months<break/>Multivariate logit regressions<break/>Controls: predictor variables that were significantly different in tests</td>
<td align="left" valign="top">Lower score of Neuroticism, higher score of Openness for exclusive breastfeeders<break/>No statistically significant associations with Big Five traits in multivariate logit regressions</td>
</tr>
<tr>
<td align="left" valign="top">11</td>
<td align="left" valign="top">Sercekus et al. (<xref ref-type="bibr" rid="ref44">44</xref>) Turkey</td>
<td align="left" valign="top">Cross-sectional study</td>
<td align="left" valign="top"><italic>n</italic> =&#x202F;208</td>
<td align="left" valign="top">Big Five Ten-Item Personality Measure (<xref ref-type="bibr" rid="ref66">66</xref>)</td>
<td align="left" valign="top">LATCH score (<xref ref-type="bibr" rid="ref33">33</xref>)</td>
<td align="left" valign="top">Kruskal-Wallis tests, groups defined by the highest-scoring personality trait</td>
<td align="left" valign="top">Differences between groups are statistically significant; LATCH scores highest in those with Extraversion being the highest-scoring trait, lowest in those with Agreeableness being the highest-scoring trait</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Regarding breastfeeding outcomes, attitudes toward breastfeeding (measured using the Iowa Infant Feeding Attitudes Scale (IIFAS), (<xref ref-type="bibr" rid="ref32">32</xref>)), breastfeeding quality measured using the LATCH score [a tool to assess the quality of the infant&#x2019;s latch or attachment to the breast, (<xref ref-type="bibr" rid="ref33">33</xref>)], breastfeeding duration, and any/exclusive/on-demand breastfeeding at certain ages (such as 4 or 6&#x202F;months postpartum) were used; some studies also included expressing milk using a pump as breastfeeding. The study on attitudes was included because research using the Theory of Planned Behavior (<xref ref-type="bibr" rid="ref34">34</xref>) approach has suggested that infant feeding decisions are often made during pregnancy (<xref ref-type="bibr" rid="ref35">35</xref>, <xref ref-type="bibr" rid="ref64">64</xref>), with attitudes and knowledge about breastfeeding influencing both decisions and feeding outcomes [see, for example, Lawton et al. (<xref ref-type="bibr" rid="ref69">69</xref>), Naja et al. (<xref ref-type="bibr" rid="ref70">70</xref>)] (<xref ref-type="bibr" rid="ref36">36</xref>).</p>
<p>In addition, the research methodology and statistical analysis methods used differed widely, from cross-sectional to retrospective and prospective (population) cohort studies for the methodology and classical hypothesis testing or bivariate/multivariate regression used for the statistical analysis. Lastly, the resulting sample sizes also varied greatly, ranging from <italic>n</italic>&#x202F;=&#x202F;87 in an early study to <italic>n</italic>&#x202F;=&#x202F;13,738 in a population-based cohort study. Therefore, the following section offers a narrative synthesis of the results by personality traits and in chronological order of outcomes through pregnancy, the postpartum hospital stay, and the first months of life of the infant. More detailed information on the included studies, including methodology, is provided in <xref ref-type="table" rid="tab1">Table 1</xref>.</p>
<p>Regarding Big Five Neuroticism, the following studies reported statistically significant associations with breastfeeding intentions and outcomes. Di Mattei et al. (<xref ref-type="bibr" rid="ref37">37</xref>) found a negative correlation between Neuroticism and attitudes toward breastfeeding, as measured by IIFAS scores during pregnancy. Several studies report negative bivariate correlations between Neuroticism and breastfeeding outcomes that disappear in multivariate analysis: Farkas and Gisrard (<xref ref-type="bibr" rid="ref38">38</xref>) report that those who did not initiate breastfeeding after birth score higher on Neuroticism, but the association disappears in multivariate regressions. Similarly, Srkalovi&#x0107; Im&#x0161;iragi&#x0107; et al. (<xref ref-type="bibr" rid="ref71">71</xref>) report a negative association between Neuroticism and exclusive breastfeeding at 6 to 8&#x202F;weeks postpartum that disappears in multivariate regressions. For any breastfeeding &#x2265;6&#x202F;months, Keller et al. (<xref ref-type="bibr" rid="ref39">39</xref>) report a significant negative correlation with Neuroticism that disappears in multivariate regression, and Verbeek et al. (<xref ref-type="bibr" rid="ref40">40</xref>) report a negative association between Neuroticism and reaching the WHO&#x2019;s 6-month exclusive breastfeeding recommendation. Still, this effect disappears when controlling for depression and anxiety. Similarly, Ludwig et al. (<xref ref-type="bibr" rid="ref41">41</xref>) found a significant negative association between neuroticism and reaching the WHO goal, which disappeared in multivariate regression. Lastly, Farkas and Girard (<xref ref-type="bibr" rid="ref38">38</xref>) report that lower Neuroticism (higher emotional stability) is associated with longer breastfeeding duration.</p>
<p>For Big Five Extraversion, both Wagner et al. (<xref ref-type="bibr" rid="ref42">42</xref>) and Brown (<xref ref-type="bibr" rid="ref43">43</xref>) report a statistically significant correlation between Extraversion and breastfeeding initiation, and Sercekus et al. (<xref ref-type="bibr" rid="ref44">44</xref>) found significantly higher LATCH scores for mothers who score highest on the Extraversion trait. Brown (<xref ref-type="bibr" rid="ref43">43</xref>) also reported that those who reported any breastfeeding at birth, 2, and 6&#x202F;weeks postpartum scored higher on Extraversion than those who stopped breastfeeding. However, Verbeek et al. (<xref ref-type="bibr" rid="ref40">40</xref>) found a significant negative association between the trait and meeting the WHO&#x2019;s 6-month exclusive breastfeeding recommendation, while Ludwig et al. (<xref ref-type="bibr" rid="ref41">41</xref>) as well as Maliszewska et al. (<xref ref-type="bibr" rid="ref30">30</xref>) reported no significant association.</p>
<p>Concerning Big Five Openness, Wagner et al. (<xref ref-type="bibr" rid="ref42">42</xref>) also reported a statistically significant positive correlation between the trait and breastfeeding initiation. Catala et al. (<xref ref-type="bibr" rid="ref45">45</xref>) reported higher Openness scores for those continuing breastfeeding on demand at 4&#x202F;months postpartum. Keller et al. (<xref ref-type="bibr" rid="ref39">39</xref>) found a significant positive correlation between Openness and duration of any breastfeeding &#x2265;6&#x202F;months in bivariate regressions, and Verbeek et al. (<xref ref-type="bibr" rid="ref40">40</xref>) reported a positive association between Openness and 6&#x202F;months of exclusive breastfeeding. However, Ludwig et al. (<xref ref-type="bibr" rid="ref41">41</xref>) and Maliszewska et al. (<xref ref-type="bibr" rid="ref30">30</xref>)found no significant association between Openness and the same outcome.</p>
<p>For Big Five agreeableness, Wagner et al. (<xref ref-type="bibr" rid="ref42">42</xref>) reported a significant positive correlation with initiation, which disappeared when controlling for infant health, ethnicity, and income. Keller et al. (<xref ref-type="bibr" rid="ref39">39</xref>) found a significant positive correlation with any breastfeeding for &#x2265;6&#x202F;months, and Verbeek et al. (<xref ref-type="bibr" rid="ref40">40</xref>) found a significant positive association with meeting the goal of 6&#x202F;months of exclusive breastfeeding. Again, Ludwig et al. (<xref ref-type="bibr" rid="ref41">41</xref>) and Maliszewska et al. (<xref ref-type="bibr" rid="ref30">30</xref>)found no significant association between Agreeableness and the same outcome.</p>
<p>Lastly, for Big Five Conscientiousness, Brown (<xref ref-type="bibr" rid="ref43">43</xref>) reported significantly higher Conscientiousness scores for those with any breastfeeding at birth but no significant differences at later time points. No other studies reported any significant associations.</p>
</sec>
<sec sec-type="discussion" id="sec8">
<label>4</label>
<title>Discussion</title>
<p>The 11 studies included in this mini-review present highly divergent results regarding the relationship between Big Five personality traits and breastfeeding outcomes. The studies varied significantly in methodologies, including cross-sectional and cohort studies, using convenience and representative samples. They used different tools to measure breastfeeding outcomes, such as the Iowa Infant Feeding Attitudes Scale (IIFAS), LATCH scores, and breastfeeding duration and exclusivity at various postpartum stages. Consistent patterns were hard to identify. Some studies reported significant correlations between specific personality traits and breastfeeding outcomes in bivariate analyses. Still, these associations often disappeared in multivariate regressions when controlling for other factors, suggesting that Big Five personality traits might not independently predict breastfeeding behaviors. Additionally, the results were mixed when examining the duration and exclusivity of breastfeeding: while some studies reported associations with a certain trait, others found no significant links with the same trait. This variability in findings underscores the complexity of breastfeeding outcomes and their determinants. While personality traits may play a role, their influence is likely moderated by other factors, including other psychological, social, and demographic variables. More studies employing state-of-the-art research design and analysis methods are needed to see whether patterns will emerge. In addition, most of the studies had exclusion criteria that effectively limited participation to low obstetric risk patients, so research on other populations, such as high-risk parents or infants, is needed.</p>
<p>The results suggest contrasts with results on other health behaviors and their correlations with Big Five personality traits: according to a meta-synthesis of results, the associations tend to be stronger for Agreeableness, Conscientiousness, and Neuroticism than for Extraversion or Openness to experience (<xref ref-type="bibr" rid="ref46">46</xref>). Following the model proposed by De Young (<xref ref-type="bibr" rid="ref47">47</xref>), which suggests that Big Five traits represent two higher-order factors, stability and plasticity, traits related to stability (Agreeableness, Conscientiousness, and Neuroticism) seem to be more important than those related to plasticity (Extraversion and Openness). In addition, they tend to be strongest for mental health outcomes, followed by health behaviors (such as smoking) and physical health outcomes (<xref ref-type="bibr" rid="ref46">46</xref>). Pletzer et al. (<xref ref-type="bibr" rid="ref48">48</xref>) provide a meta-synthesis of the HEXACO personality traits model (which, among other differences, adds a sixth trait, honesty-humility) and correlations with health-promoting behaviors. In contrast to Strickhouser et al. (<xref ref-type="bibr" rid="ref46">46</xref>), they reported the strongest correlations with Conscientiousness, followed by Extraversion, Openness, Honesty-Humility, and Agreeableness, but none with Emotionality. Both meta-analyses also reported substantial variations in correlation strength between traits and specific health behaviors. While breastfeeding should be considered a preventive health behavior in the sense that it requires sustained efforts and directly affects both maternal and infant health outcomes, as discussed in the introduction, research also suggests that the artificial infant milk industry&#x2019;s predatory marketing efforts (<xref ref-type="bibr" rid="ref49">49</xref>) are not sufficiently regulated by government policies (<xref ref-type="bibr" rid="ref50">50</xref>) and directly undermine breastfeeding through several channels, including false claims that &#x201C;position formula as close to, equivalent or superior to breast milk despite growing evidence that breast milk and breastfeeding have unique properties that cannot be replicated by artificial formula&#x201D; (<xref ref-type="bibr" rid="ref51">51</xref>). More recently, the industry skillfully employs online marketing strategies (<xref ref-type="bibr" rid="ref52">52</xref>), often in violation of the International Code of Marketing of Breast-milk Substitutes 1981 (<xref ref-type="bibr" rid="ref53">53</xref>), that may directly affect parents&#x2019; feeding choices (<xref ref-type="bibr" rid="ref54">54</xref>).</p>
<p>Since breastfeeding promotes the health of both parent and child, future research could focus more on facets of personality traits specifically related to prosocial behavior, especially altruism. Candidates might include facets of the Big Five traits (<xref ref-type="bibr" rid="ref55">55</xref>), such as altruism or sympathy, as facets of Agreeableness, or empathy and sensitivity as facets of Emotionality in the HEXACO model. The honesty-humility trait in the abovementioned HEXACO model might be another candidate since individuals scoring high on the trait are more likely to engage in altruistic behaviors, making it a strong predictor of prosocial actions, in addition to Agreeableness and Emotionality (<xref ref-type="bibr" rid="ref56">56</xref>).</p>
<p>While the studies reviewed rely on two-sample hypothesis testing, correlations, and single or multiple regression analyses to explore the relationship between maternal personality traits and breastfeeding outcomes, these methods may not fully capture the complexity of the underlying processes since personality traits might affect beliefs about ability to breastfeed, measured by constructs such as breastfeeding self-efficacy (<xref ref-type="bibr" rid="ref72">72</xref>), which might, in turn, affect breastfeeding outcomes. Such indirect relationships might be better understood through more sophisticated analytical techniques, such as mediation or moderation analyses or structural equation modeling (SEM). Four-way causal mediation analysis (<xref ref-type="bibr" rid="ref65">65</xref>) could be applied to examine how maternal personality traits influence breastfeeding outcomes, distinguishing between direct effects, mediated effects via constructs such as breastfeeding efficacy, and any interaction effects between personality traits and other constructs. This approach offers a detailed breakdown of potential causal mechanisms, allowing for a better understanding of how these factors collectively shape breastfeeding behaviors. By using these methods, future research could provide a more detailed understanding of how maternal personality traits influence breastfeeding, potentially leading to more targeted and effective interventions.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="sec9">
<title>Author contributions</title>
<p>DB: Writing &#x2013; original draft, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="sec10">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec11">
<title>Conflict of interest</title>
<p>The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="sec12">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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