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<front>
<journal-meta>
<journal-id journal-id-type="pmc">IJMHP</journal-id>
<journal-id journal-id-type="nlm-ta">IJMHP</journal-id>
<journal-id journal-id-type="publisher-id">IJMHP</journal-id>
<journal-title-group>
<journal-title>International Journal of Mental Health Promotion</journal-title>
</journal-title-group>
<issn pub-type="epub">2049-8543</issn>
<issn pub-type="ppub">1462-3730</issn>
<publisher>
<publisher-name>Tech Science Press</publisher-name>
<publisher-loc>USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">58874</article-id>
<article-id pub-id-type="doi">10.32604/ijmhp.2025.058874</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Childhood Environmental Unpredictability and Psychopathy: Mediating Roles of Insecure Attachment and Life History Strategy</article-title>
<alt-title alt-title-type="left-running-head">Childhood Environmental Unpredictability and Psychopathy: Mediating Roles of Insecure Attachment and Life History Strategy</alt-title>
<alt-title alt-title-type="right-running-head">Childhood Environmental Unpredictability and Psychopathy: Mediating Roles of Insecure Attachment and Life History Strategy</alt-title>
</title-group>
<contrib-group>
<contrib id="author-1" contrib-type="author">
<name name-style="western"><surname>Guo</surname><given-names>Fengbo</given-names></name><xref ref-type="aff" rid="aff-1">1</xref><xref ref-type="aff" rid="aff-2">2</xref><xref ref-type="aff" rid="aff-3">3</xref><xref ref-type="author-notes" rid="afn1">#</xref></contrib>
<contrib id="author-2" contrib-type="author">
<name name-style="western"><surname>Zhong</surname><given-names>Leru</given-names></name><xref ref-type="aff" rid="aff-1">1</xref><xref ref-type="author-notes" rid="afn1">#</xref></contrib>
<contrib id="author-3" contrib-type="author">
<name name-style="western"><surname>Huang</surname><given-names>Xingru</given-names></name><xref ref-type="aff" rid="aff-1">1</xref></contrib>
<contrib id="author-4" contrib-type="author">
<name name-style="western"><surname>Chen</surname><given-names>Zewei</given-names></name><xref ref-type="aff" rid="aff-1">1</xref></contrib>
<contrib id="author-5" contrib-type="author" corresp="yes">
<name name-style="western"><surname>Sun</surname><given-names>Xiaoyuan</given-names></name><xref ref-type="aff" rid="aff-1">1</xref><xref ref-type="aff" rid="aff-3">3</xref><email>sarahsun16@126.com</email></contrib>
<aff id="aff-1"><label>1</label><institution>School of Humanities and Management, Guangdong Medical University</institution>, <addr-line>Dongguan, 523808</addr-line>, <country>China</country></aff>
<aff id="aff-2"><label>2</label><institution>Research Center for Quality of Life and Applied Psychology, Guangdong Medical University</institution>, <addr-line>Dongguan, 523808</addr-line>, <country>China</country></aff>
<aff id="aff-3"><label>3</label><institution>Key Laboratory for Quality of Life and Psychological Assessment and Intervention, Guangdong Medical University</institution>, <addr-line>Dongguan, 523808</addr-line>, <country>China</country></aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label>Corresponding Author: Xiaoyuan Sun. Email: <email>sarahsun16@126.com</email></corresp>
<fn id="afn1">
<p><sup>#</sup>Fengbo Guo and Leru Zhong share the co-first author</p>
</fn>
</author-notes>
<pub-date date-type="collection" publication-format="electronic">
<year>2025</year>
</pub-date>
<pub-date date-type="pub" publication-format="electronic">
<day>03</day><month>3</month><year>2025</year>
</pub-date>
<volume>27</volume>
<issue>2</issue>
<fpage>111</fpage>
<lpage>124</lpage>
<history>
<date date-type="received">
<day>23</day>
<month>9</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 The Authors.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Published by Tech Science Press.</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This work is licensed under a <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</ext-link>, 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="TSP_IJMHP_58874.pdf"></self-uri>
<abstract>
<sec>
<title>Background</title>
<p>Childhood environmental unpredictability (CEU) is crucial to personal development, profoundly influence physical and psychological growth particularly, and psychopathy is recognized as a dark personality trait. The aim of this study is to investigate the effects of insecure attachment and life history strategy (LHS) on the relationship between CEU and psychopathy by establishing a sequential mediation model based on evolutionary life history theory and cognitive-affective personality system.</p>
</sec>
<sec>
<title>Methods</title>
<p>A group of 532 undergraduates completed the measurements for CEU, insecure attachment, LHS, and psychopathy, and Bootstrap mediation test through SPSS 25.0 and PROCESS macro tool was used to examine the relationship among these variables.</p></sec>
<sec>
<title>Results</title>
<p>The results revealed positive relations between CEU and insecure attachment (&#x03B2; &#x003D; 0.87, <italic>p</italic> &#x003C; 0.001), CEU and LHS (&#x03B2; &#x003D; 0.11, <italic>p</italic> &#x003C; 0.001), and CEU and psychopathy (&#x03B2; &#x003D; 0.14, <italic>p</italic> &#x003C; 0.001). Insecure attachment was also positively associated with LHS (&#x03B2; &#x003D; 0.62, <italic>p</italic> &#x003C; 0.001) and psychopathy (&#x03B2; &#x003D; 0.04, <italic>p</italic> &#x003C; 0.001). In addition, LHS was significantly associated with psychopathy (&#x03B2; &#x003D; 0.08, <italic>p</italic> &#x003C; 0.001). The relationship between CEU and psychopathy is mediated independently and sequentially by insecure attachment and LHS.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>The current research shows the relationship between CEU and psychopathy, as well as the mechanism of insecure attachment and life history strategy as mediators.</p></sec>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Childhood environmental unpredictability</kwd>
<kwd>psychopathy</kwd>
<kwd>insecure attachment</kwd>
<kwd>life history strategy</kwd>
<kwd>mediating effect</kwd>
</kwd-group>
<funding-group>
<award-group id="awg1">
<funding-source>Guangdong Basic and Applied Basic Research Foundation</funding-source>
<award-id>2020A1515110608</award-id>
</award-group>
<award-group id="awg2">
<funding-source>Department of Education of Guangdong Province-Guangdong Province General University Youth Innovative Talent</funding-source>
<award-id>2019KQNCX039</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Introduction</title>
<p>In recent decades, China has experienced significant social transformation and change, among which urbanization has become one of the core factors that affect psychology and behavior [<xref ref-type="bibr" rid="ref-1">1</xref>]. Rapid urbanization has led to a rise in the migration of rural resident to cities, resulting in their children experiencing multiple &#x201C;homes&#x201D; with different geographical or familial structures. Moreover, economic system reform and social change have resulted in a widening gap between the rich and poor, directly contributing to instability and disharmony in the social environment. As a result, childhood environmental unpredictability (CEU) has been commonly found.</p>
<p>The relationship between CEU and psychopathy has been frequently discussed in the field of psychology; previous studies primarily explored the association between childhood adversity and mental health as a means of indirectly investigating this relationship [<xref ref-type="bibr" rid="ref-2">2</xref>&#x2013;<xref ref-type="bibr" rid="ref-5">5</xref>], and predominately within Western cultural contexts [<xref ref-type="bibr" rid="ref-6">6</xref>&#x2013;<xref ref-type="bibr" rid="ref-8">8</xref>]. Given cultural differences, it is vital to investigate this relationship in Eastern culture. Additionally, prior studies primarily treated psychopathy as a mediator when analyzing its negative consequences, rather than examining it as a dependent variable to explore specific mechanisms [<xref ref-type="bibr" rid="ref-9">9</xref>,<xref ref-type="bibr" rid="ref-10">10</xref>]. Therefore, this research explored the relationship between CEU and psychopathy directly, as well as the specific mechanisms underlying the relationship.</p>
<sec id="s1_1">
<label>1.1</label>
<title>Childhood Environmental Unpredictability and Psychopathy</title>
<p>CEU describes the unpredictability of resources, risks, and threats, regarding time or space, during the early stages of life [<xref ref-type="bibr" rid="ref-11">11</xref>,<xref ref-type="bibr" rid="ref-12">12</xref>]. CEU is positively correlated with risky and impulsive behaviors [<xref ref-type="bibr" rid="ref-13">13</xref>], substance use [<xref ref-type="bibr" rid="ref-14">14</xref>], and risky sexual activity [<xref ref-type="bibr" rid="ref-15">15</xref>]. Moreover, given a backdrop of instability and insecurity, behavioral problems tend to develop into patterns of enhanced aggression or disobeying social norms [<xref ref-type="bibr" rid="ref-16">16</xref>]. These are all features of psychopathy, which is a personality trait characterized by exploitation, impulsivity, callous affect, and antisociality [<xref ref-type="bibr" rid="ref-17">17</xref>]. Furthermore, environmental factors in the early developmental period might influence the formation of predictive heuristic decision-making, as observed in those with traits associated with psychopathy [<xref ref-type="bibr" rid="ref-18">18</xref>]. Individuals who experience an unstable childhood environment may activate manipulativeness, dormant selfishness, and lack of affect related to the Dark Triad personality, which includes psychopathy [<xref ref-type="bibr" rid="ref-8">8</xref>]. Additionally, CEU is also related to low agreeableness [<xref ref-type="bibr" rid="ref-19">19</xref>]. Thus, we propose hypothesis 1 (<italic>H1</italic>): CEU may positively associate with psychopathy.</p>
</sec>
<sec id="s1_2">
<label>1.2</label>
<title>The Independent Mediating Role of Insecure Attachment and Life History Strategy in the Influence of CEU on Psychopathy</title>
<p>Evolutionary life history theory is a conceptual structure to assist people in evaluating and allocating their available resources, energy, and time reasonably to facilitate their adaptation to their environment when trading off survival and growth [<xref ref-type="bibr" rid="ref-20">20</xref>], emphasizing that an individual&#x2019;s growth environment affects their survival and reproduction [<xref ref-type="bibr" rid="ref-21">21</xref>]. Notably, adaptive cognition (thinking patterns) forms the basis for resource allocation [<xref ref-type="bibr" rid="ref-22">22</xref>]. According to the cognitive-affective personality system (CAPS) [<xref ref-type="bibr" rid="ref-23">23</xref>], unique cognition and affect can be activated by features of situations, thus impacting behaviors. These cognitive-affective intermediary units engage with one other while establishing across different circumstances, resulting in specific behavioral patterns, which then constitute a unique personality structure. Therefore, based on evolutionary life history theory and CAPS, we predicted that insecure attachment and life history strategy (LHS) serve as mediators in the relationship between CEU and psychopathy.</p>
<p>Childhood environments have a significant impact on the formation of attachment patterns. Children exposed to a predictable environment tend to establish secure attachment style, whereas those exposed to unpredictable and stressful environments are more prone to establish an insecure attachment style [<xref ref-type="bibr" rid="ref-24">24</xref>]. Moreover, the insecure attachment is classified into avoidant and anxious attachment patterns [<xref ref-type="bibr" rid="ref-25">25</xref>], and further hinders prosocial behavior development [<xref ref-type="bibr" rid="ref-26">26</xref>]. An avoidant attachment style results from resource scarcity and a high-risk environment, manifesting as a rejection of intimate relationships. Meanwhile, an anxious attachment style results from inconsistent parental care, manifesting as a fear of abandonment by partners and hence the establishment of intimate relationships with others &#x201C;at all costs&#x201D; or the constant pursuit of reassurance from partners [<xref ref-type="bibr" rid="ref-19">19</xref>,<xref ref-type="bibr" rid="ref-27">27</xref>]. According to attachment theory, the parent-child relationship greatly influences how intimate relationships form in later life stages. Internal working models of social-emotional relationships are formed through the establishment of attachment patterns during early stages of childhood, which guide behaviors, emotions, and cognitive patterns when establishing intimate relationships in adulthood. Careless parenting, especially in unpredictable environmental conditions, promotes a constant need for reassurance, a strong distrust of others, or the avoidance of intimate relationships in adulthood; therefore, CEU and the development of insecure attachment show a positive association [<xref ref-type="bibr" rid="ref-27">27</xref>]. Moreover, insecurely attached children have been reported to show more psychopathic traits, such as callousness [<xref ref-type="bibr" rid="ref-28">28</xref>], impulsivity [<xref ref-type="bibr" rid="ref-29">29</xref>], and a lack of empathy [<xref ref-type="bibr" rid="ref-30">30</xref>,<xref ref-type="bibr" rid="ref-31">31</xref>], which were the focus of our study. A study of the attachment experiences of psychopaths found that an insecure attachment style was one of the crucial determinants in the development of psychopathy [<xref ref-type="bibr" rid="ref-32">32</xref>]. Thus, we propose hypothesis 2 (<italic>H2</italic>): insecure attachment may associate with psychopathy and mediate the relationship between CEU and psychopathy.</p>
<p>LHS, which is regarded as an essential part of evolutionary life history theory, involves the rational allocation of limited resources in the competition for survival and reproduction [<xref ref-type="bibr" rid="ref-33">33</xref>]. LHS is often described as either slow or fast [<xref ref-type="bibr" rid="ref-34">34</xref>]; people who embrace a slow LHS tend to focus on inhibitory control and risk avoidance [<xref ref-type="bibr" rid="ref-21">21</xref>], while those who adopt a fast LHS are inclined toward impulsiveness, a propensity for risk orientation, and aggression [<xref ref-type="bibr" rid="ref-35">35</xref>]. Evolutionary life history theory contends that childhood environment can be used to calibrate LHS [<xref ref-type="bibr" rid="ref-7">7</xref>]. Individuals raised in a stable environment typically perceive the future as secure and steady, providing enough time to complete life tasks and, hence, derive long-term benefits. Conversely, individuals raised in an unpredictable environment may view their future as unstable and dangerous. In addition, lower resource availability and hazardous environments are positively correlated with premature menarche and bearing more offspring [<xref ref-type="bibr" rid="ref-36">36</xref>], consistent with the features of a fast LHS. Thus, there is a significant positive link between CEU a fast LHS [<xref ref-type="bibr" rid="ref-37">37</xref>]. In addition, the characteristics of psychopathy share commonalities with the behavioral traits of a fast LHS [<xref ref-type="bibr" rid="ref-18">18</xref>]. Therefore, we propose hypothesis 3 (<italic>H3</italic>): LHS may relate to psychopathy and mediate the relationship between CEU and psychopathy.</p>
</sec>
<sec id="s1_3">
<label>1.3</label>
<title>The Sequential Mediating Role of Insecure Attachment and LHS in the Influence of CEU on Psychopathy</title>
<p>One&#x2019;s attachment pattern can be viewed as a behavioral strategy for adapting to the environment [<xref ref-type="bibr" rid="ref-38">38</xref>], which exerts an impact on the development of personality and ultimately effects survival and reproduction [<xref ref-type="bibr" rid="ref-39">39</xref>]. According to the evolutionary theory of socialization and lifespan interpersonal development, early parenting and derived attachment relationships shape the cognition of resource accessibility and predictability of environment, perceived reliability in others, as well as intimate relationships, thereby affecting reproductive strategies [<xref ref-type="bibr" rid="ref-40">40</xref>]. Those brought up within the context of unpredictability tend to experience inconsistent or impatient parenting [<xref ref-type="bibr" rid="ref-11">11</xref>], which promotes the formation of insecure attachment styles [<xref ref-type="bibr" rid="ref-37">37</xref>]. This leads such individuals to develop a fast LHS, marked by early reproduction and short-term mating orientation [<xref ref-type="bibr" rid="ref-37">37</xref>,<xref ref-type="bibr" rid="ref-39">39</xref>], to adapt to unstable environments and unreliable intimate relationships. Thus, attachment patterns may influence the development of LHS. Based on CAPS, cognitive-affective units encompass the ways individuals process the cognitive and emotional aspects of a situation. These units are activated by specific situational features, which subsequently lead to predictable behaviors. Life history strategy, for instance, functions as a cognitive-emotional mechanism, shaping an individual&#x2019;s future expectations, goal-setting, and life planning [<xref ref-type="bibr" rid="ref-41">41</xref>,<xref ref-type="bibr" rid="ref-42">42</xref>]. Likewise, attachment operates as a structure with cognition and affect that guides the processing of information about oneself, other people and relationships [<xref ref-type="bibr" rid="ref-43">43</xref>], along with emotional and behavioral regulation [<xref ref-type="bibr" rid="ref-44">44</xref>]. Therefore, life history strategy and attachment can both be regarded as cognitive-affective units. Furthermore, as the characteristics displayed by those with a fast LHS may positively associated with psychopathy [<xref ref-type="bibr" rid="ref-20">20</xref>], we propose hypothesis 4 (<italic>H4</italic>): CEU may indirectly align positively with psychopathy through insecure attachment and LHS.</p>
</sec>
<sec id="s1_4">
<label>1.4</label>
<title>The Current Study</title>
<p>This study explored the relations among CEU, insecure attachment, LHS, and psychopathy, and assessed whether insecure attachment and LHS play sequential mediating roles in the relationship between CEU and psychopathy. A hypothesized theoretical model was established based on the literature review. Our hypotheses were that (1) CEU positively related to psychopathy, (2) insecure attachment plays independent mediating roles between CEU and psychopathy, (3) LHS plays independent mediating roles between CEU and psychopathy, and (4) insecure attachment and LHS play sequential mediating roles between CEU and psychopathy. Thus, the study offers a preliminary theoretical foundation for the advancement of relevant prevention and intervention measures and supplements the existing literature.</p>
</sec>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Participants</title>
<p>The sample comprised 532 Chinese undergraduates (392 female), aged 18&#x2013;20 years (19.31 &#x00B1; 1.09 yrs). Participants were given self-report surveys performed on electronic questionnaire to complete. Since socioeconomic status and number of children are associated with CEU and psychopathy [<xref ref-type="bibr" rid="ref-45">45</xref>,<xref ref-type="bibr" rid="ref-46">46</xref>], we adopt monthly disposable income (MDI; 32 less than &#x00A5;1000, 196 between &#x00A5;1000 and &#x00A5;1499, 169 between &#x00A5;1500 and &#x00A5;1999, and 135 more than &#x00A5;2000) and only-child status (403 non-only child, 129 only child) to operationalize these variables. This study received approval from the Ethics Committee of Guangdong Medical University (IRB number: YJYS2023057). Written consent was acquired from the participants. Participants were informed of their rights (e.g., freedom to withdraw from the study at any time), confidentiality and anonymity, and risks and benefits, and clicking the &#x201C;continue&#x201D; button implied their agreement to participate the study with an understanding of the stated information, and received &#x00A5;5 in remuneration after the survey.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Measures</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>CEU</title>
<p>CEU was evaluated using the eight items that assessed the level of exposure to unpredictability in childhood in Young et al. [<xref ref-type="bibr" rid="ref-47">47</xref>]. Participants completed the items (e.g., &#x201C;My family life was generally inconsistent and unpredictable from day-to-day&#x201D;) using a 7-point scale (1 &#x003D; not at all, 7 &#x003D; extremely). Higher scores indicate a higher degree of instability and unpredictability in an individual&#x2019;s early childhood environment. The Cronbach&#x2019;s &#x03B1; was 0.88.</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Psychopathy</title>
<p>The four items that measure psychopathy in Dark Triad Dirty Dozen scale [<xref ref-type="bibr" rid="ref-17">17</xref>] was used to evaluate psychopathy. The participants rated each item (e.g., &#x201C;I tend to lack remorse&#x201D;) on a 7-point scale (1 &#x003D; completely disagree, 7 &#x003D; completely agree). Higher scores indicate higher levels of psychopathic traits. The Cronbach&#x2019;s &#x03B1; was 0.79.</p>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Insecure Attachment</title>
<p>The Experiences in Close Relationships Scale [<xref ref-type="bibr" rid="ref-25">25</xref>] was used to measure insecure attachment. The scale comprises 36 items (e.g., &#x201C;I prefer not to show a partner how I feel deep down&#x201D;), grouped into attachment anxiety and avoidance, containing 18 items within each dimension. The items are rated on a 7-point scale (where 1 &#x003D; not at all, 7 &#x003D; completely). Higher scores indicate higher levels of insecure attachment. The Cronbach&#x2019;s &#x03B1; for the overall scale and two dimensions were 0.88, 0.89, and 0.86, respectively.</p>
</sec>
<sec id="s2_2_4">
<label>2.2.4</label>
<title>LHS</title>
<p>The Mini-K of the Arizona Life History Battery [<xref ref-type="bibr" rid="ref-48">48</xref>] was used to evaluate LHS. The original scale comprises 20 items, grouped into thoughtfulness, intimacy, and social connectedness, However, item 20 (&#x201C;I am closely connected to and involved in my religion&#x201D;) is not applicable in the Chinese culture and was therefore excluded, resulting in a 19-item scale. To improve comprehension, we applied reverse coding to the scores, which are rated on a 7-point scale (1 &#x003D; completely agree, 7 &#x003D; completely disagree). with higher scores indicating a faster LHS. The Cronbach&#x2019;s &#x03B1; for the overall scale and three dimensions were 0.89, 0.72, 0.80, and 0.90, respectively.</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data Analysis</title>
<p>Questionnaires that had short response times (less than 3 min) or a pattern of responding were excluded from data analysis, which resulted in 532 valid questionnaires. IBM SPSS 25.0 and the PROCESS macro tool prepared by Hayes et al. [<xref ref-type="bibr" rid="ref-49">49</xref>] were used for data processing. First, for each variable, separate correlation analysis and descriptive statistics were obtained. Thereafter, Model 6 within the PROCESS was used to carry out a mediation analysis, with bootstrap 95% confidence intervals (CI) of 5000 samples used to estimate the mediation effect.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Common Method Bias Test</title>
<p>The data in the current study were derived from questionnaire reports from the same individuals, an approach that is relatively prone to common method bias. Therefore, we used Harman&#x2019;s one-way test to test common method bias. The data revealed 13 factors with a characteristic root larger than 1 without rotation. The maximum factor variance was 18%, which fell below the critical value of 40%, revealing an absence of a common method bias effect among the variables measured in this research.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Demographic Differences across Variables</title>
<p>The demographic differences across variables are presented in <xref ref-type="table" rid="table-1">Table 1</xref>. Males had a higher level of psychopathy (11.19 &#x00B1; 5.46) than females (9.46 &#x00B1; 4.58), <italic>t</italic> &#x003D; 3.593, <italic>p</italic> &#x003C; 0.001, and the only child had a higher level of psychopathy (10.9 &#x00B1; 4.78) than non-only child (9.57 &#x00B1; 4.86), <italic>t</italic> &#x003D; 2.73, <italic>p</italic> &#x003C; 0.01. Furthermore, the CEU (<italic>F</italic>(3, 528) &#x003D; 6.68, <italic>p</italic> &#x003C; 0.001, <italic>&#x03B7;</italic><sub>p</sub><sup>2</sup> &#x003D; 0.04), LHS (<italic>F</italic>(3, 528) &#x003D; 3.34, <italic>p</italic> &#x003C; 0.05, <italic>&#x03B7;</italic><sub>p</sub><sup>2</sup> &#x003D; 0.02), and insecure attachment (<italic>F</italic>(3, 528) &#x003D; 3.19, <italic>p</italic> &#x003C; 0.05, <italic>&#x03B7;</italic><sub>p</sub><sup>2</sup> &#x003D; 0.02) were all differed significantly according to the level of MDI, individuals with higher MDI were lower on self-reported CEU (<italic>p-values</italic> &#x003C; 0.05), has a slower LHS (<italic>p-values</italic> &#x003C; 0.05), and were less insecurely attached (<italic>p-values</italic> &#x003C; 0.05).</p>
<table-wrap id="table-1">
<label>Table 1</label>
<caption>
<title>Demographic differences across variables</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
<col/>
<col align="center" width="25mm"/>
<col/>
</colgroup>
<thead>
<tr>
<th colspan="2">Demographic variables</th>
<th>CEU</th>
<th>LHS</th>
<th>Insecure attachment</th>
<th>Psychopathy</th>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="3">Gender</td>
<td>Males</td>
<td>19.21 &#x00B1; 10.62</td>
<td>54.22 &#x00B1; 18.16</td>
<td>129.30 &#x00B1; 28.33</td>
<td>11.19 &#x00B1; 5.46</td>
</tr>
<tr>
<td>Females</td>
<td>18.11 &#x00B1; 8.87</td>
<td>55.02 &#x00B1; 15.88</td>
<td>133.01 &#x00B1; 23.83</td>
<td>9.46 &#x00B1; 4.58</td>
</tr>
<tr>
<td><italic>t</italic></td>
<td>1.18</td>
<td>&#x2212;0.49</td>
<td>&#x2212;1.48</td>
<td>3.59&#x002A;&#x002A;&#x002A;</td>
</tr>
<tr>
<td rowspan="3">Only-child status</td>
<td>Only</td>
<td>16.83 &#x00B1; 8.85</td>
<td>52.84 &#x00B1; 14.47</td>
<td>130.08 &#x00B1; 26.86</td>
<td>10.9 &#x00B1; 4.78</td>
</tr>
<tr>
<td>Non-only</td>
<td>18.88 &#x00B1; 9.45</td>
<td>55.46 &#x00B1; 17.03</td>
<td>132.72 &#x00B1; 24.45</td>
<td>9.57 &#x00B1; 4.86</td>
</tr>
<tr>
<td><italic>t</italic></td>
<td>&#x2212;2.18&#x002A;</td>
<td>&#x2212;1.57</td>
<td>&#x2212;1.04</td>
<td>2.73&#x002A;&#x002A;</td>
</tr>
<tr>
<td rowspan="5">MDI</td>
<td>&#x003C;1000</td>
<td>23.72 &#x00B1; 11.81</td>
<td>61.94 &#x00B1; 19.61</td>
<td>137.34 &#x00B1; 28.98</td>
<td>11.31 &#x00B1; 5.18</td>
</tr>
<tr>
<td>1000&#x2013;1499</td>
<td>18.98 &#x00B1; 9.35</td>
<td>55.44 &#x00B1; 15.55</td>
<td>134.05 &#x00B1; 23.38</td>
<td>9.54 &#x00B1; 4.82</td>
</tr>
<tr>
<td>1500&#x2013;1999</td>
<td>18.51 &#x00B1; 8.86</td>
<td>54.92 &#x00B1; 15.80</td>
<td>133.19 &#x00B1; 22.59</td>
<td>9.64 &#x00B1; 4.41</td>
</tr>
<tr>
<td>&#x003E;2000</td>
<td>16.09 &#x00B1; 8.65</td>
<td>52.12 &#x00B1; 17.33</td>
<td>126.59 &#x00B1; 28.53</td>
<td>10.38 &#x00B1; 5.34</td>
</tr>
<tr>
<td><italic>F</italic></td>
<td>6.68&#x002A;&#x002A;&#x002A;</td>
<td>3.34&#x002A;</td>
<td>3.19&#x002A;</td>
<td>1.87</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-1fn1" fn-type="other">
<p>Note: CEU &#x003D; childhood environmental unpredictability, LHS &#x003D; life history strategy, MDI &#x003D; monthly disposable income, &#x002A;<italic>p</italic> &#x003C; 0.05, &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Descriptive Statistics and Correlations</title>
<p>The descriptive statistics and correlations are displayed in <xref ref-type="table" rid="table-2">Table 2</xref>. The results indicated that CEU was positively related to psychopathy, insecure attachment and LHS (<italic>r</italic> &#x003D; 0.27, <italic>r</italic> &#x003D; 0.33, <italic>r</italic> &#x003D; 0.42, respectively; <italic>p-values</italic> &#x003C; 0.01), psychopathy was positively related to insecure attachment and LHS (<italic>r</italic> &#x003D; 0.30; <italic>r</italic> &#x003D; 0.37, respectively; <italic>p-values</italic> &#x003C; 0.01), and insecure attachment was positively related to LHS (<italic>r</italic> &#x003D; 0.30, <italic>p</italic> &#x003C; 0.01).</p>
<table-wrap id="table-2">
<label>Table 2</label>
<caption>
<title>Descriptive statistics and correlations between variables (N &#x003D; 532)</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th></th>
<th><italic>M</italic></th>
<th><italic>SD</italic></th>
<th>1</th>
<th>2</th>
<th>3</th>
<th>4</th>
</tr>
</thead>
<tbody>
<tr>
<td>1. Age</td>
<td>19.31</td>
<td>1.09</td>
<td></td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td>2. CEU</td>
<td>18.38</td>
<td>9.34</td>
<td>0.56</td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td>3. Psychopathy</td>
<td>9.89</td>
<td>4.87</td>
<td>0.01</td>
<td>0.27&#x002A;&#x002A;</td>
<td></td>
<td></td>
</tr>
<tr>
<td>4. LHS</td>
<td>54.82</td>
<td>16.47</td>
<td>0.03</td>
<td>0.42&#x002A;&#x002A;</td>
<td>0.37&#x002A;&#x002A;</td>
<td></td>
</tr>
<tr>
<td>5. Insecure attachment</td>
<td>132.08</td>
<td>25.06</td>
<td>&#x2212;0.05</td>
<td>0.33&#x002A;&#x002A;</td>
<td>0.30&#x002A;&#x002A;</td>
<td>0.30&#x002A;&#x002A;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-2fn1" fn-type="other">
<p>Note: M: mean, SD: standard deviation; &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Chain Mediation Analysis</title>
<p>As demographic factors result in notable variations in scores, the mediation model was analyzed with these factors as controls, and all variables were standardized. <xref ref-type="table" rid="table-3">Table 3</xref> displays regression analyses that depict the associations between the variables. The analyses found that CEU positively influences psychopathy (<italic>&#x03B2;</italic> &#x003D; 0.28, <italic>p</italic> &#x003C; 0.001) and insecure attachment (<italic>&#x03B2;</italic> &#x003D; 0.32, <italic>p</italic> &#x003C; 0.001); CEU and insecure attachment positively impacted LHS (<italic>&#x03B2;</italic> &#x003D; 0.35, <italic>&#x03B2;</italic> &#x003D; 0.17, respectively; <italic>p-values</italic> &#x003C; 0.001); and insecure attachment and LHS significantly exert a positive effect on psychopathy (<italic>&#x03B2;</italic> &#x003D; 0.21, <italic>&#x03B2;</italic> &#x003D; 0.29, respectively; <italic>p-values</italic> &#x003C; 0.001), while CEU did not significantly relate to psychopathy (<italic>&#x03B2;</italic> &#x003D; 0.07, <italic>p</italic> &#x003E; 0.05), implying that the correlation of CEU with psychopathy was completely mediated by insecure attachment and LHS.</p>
<table-wrap id="table-3">
<label>Table 3</label>
<caption>
<title>Regression analysis of the relationship between variables</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th colspan="2">Regression equation</th>
<th colspan="3">Overall fit index</th>
<th colspan="3">Regression coefficients</th>
</tr>
<tr>
<th>Result variables</th>
<th>Predictor variables</th>
<th><italic>R</italic></th>
<th><italic>R</italic><sup><italic>2</italic></sup></th>
<th><italic>F</italic></th>
<th><inline-formula id="ieqn-1"><mml:math id="mml-ieqn-1"><mml:mrow><mml:mi mathvariant="normal">&#x03B2;</mml:mi></mml:mrow></mml:math></inline-formula></th>
<th><italic>t</italic></th>
<th>95% CI</th>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="4">Psychopathy</td>
<td>Gender</td>
<td>0.344</td>
<td>0.11</td>
<td>16.78&#x002A;&#x002A;&#x002A;</td>
<td>0.33</td>
<td>3.47&#x002A;&#x002A;&#x002A;</td>
<td>[0.143, 0.515]</td>
</tr>
<tr>
<td>Birth order</td>
<td></td>
<td></td>
<td></td>
<td>0.33</td>
<td>3.27&#x002A;&#x002A;</td>
<td>[0.131, 0.523]</td>
</tr>
<tr>
<td>MDI</td>
<td></td>
<td></td>
<td></td>
<td>0.03</td>
<td>0.54</td>
<td>[&#x2212;0.069, 0.120]</td>
</tr>
<tr>
<td>CEU</td>
<td></td>
<td></td>
<td></td>
<td>0.28</td>
<td>6.64&#x002A;&#x002A;&#x002A;</td>
<td>[0.195, 0.359]</td>
</tr>
<tr>
<td rowspan="4">Insecure attachment</td>
<td>Gender</td>
<td>0.35</td>
<td>0.12</td>
<td>18.10&#x002A;&#x002A;&#x002A;</td>
<td>&#x2212;0.18</td>
<td>&#x2212;1.93</td>
<td>[&#x2212;0.368, 0.003]</td>
</tr>
<tr>
<td>Birth order</td>
<td></td>
<td></td>
<td></td>
<td>0.005</td>
<td>0.05</td>
<td>[&#x2212;0.191, 0.20]</td>
</tr>
<tr>
<td>MDI</td>
<td></td>
<td></td>
<td></td>
<td>&#x2212;0.07</td>
<td>&#x2212;1.51</td>
<td>[&#x2212;0.167, 0.022]</td>
</tr>
<tr>
<td>CEU</td>
<td></td>
<td></td>
<td></td>
<td>0.32</td>
<td>7.14&#x002A;&#x002A;&#x002A;</td>
<td>[0.243, 0.407]</td>
</tr>
<tr>
<td rowspan="5">LHS</td>
<td>Gender</td>
<td>0.45</td>
<td>0.20</td>
<td>26.65&#x002A;&#x002A;&#x002A;</td>
<td>&#x2212;0.06</td>
<td>&#x2212;0.71</td>
<td>[&#x2212;0.242, 0.113]</td>
</tr>
<tr>
<td>Birth order</td>
<td></td>
<td></td>
<td></td>
<td>&#x2212;0.04</td>
<td>&#x2212;0.46</td>
<td>[&#x2212;0.230, 0.142]</td>
</tr>
<tr>
<td>MDI</td>
<td></td>
<td></td>
<td></td>
<td>&#x2212;0.04</td>
<td>&#x2212;0.78</td>
<td>[&#x2212;0.126, 0.055]</td>
</tr>
<tr>
<td>Insecure attachment</td>
<td></td>
<td></td>
<td></td>
<td>0.17</td>
<td>4.14&#x002A;&#x002A;&#x002A;</td>
<td>[0.090, 0.253]</td>
</tr>
<tr>
<td>CEU</td>
<td></td>
<td></td>
<td></td>
<td>0.35</td>
<td>8.40&#x002A;&#x002A;&#x002A;</td>
<td>[0.269, 0.434]</td>
</tr>
<tr>
<td rowspan="6">Psychopathy</td>
<td>Gender</td>
<td>0.49</td>
<td>0.24</td>
<td>27.44&#x002A;&#x002A;&#x002A;</td>
<td>0.4</td>
<td>4.47&#x002A;&#x002A;&#x002A;</td>
<td>[0.221, 0.569]</td>
</tr>
<tr>
<td>Birth order</td>
<td></td>
<td></td>
<td></td>
<td>0.34</td>
<td>3.65&#x002A;&#x002A;&#x002A;</td>
<td>[0.156,0.521]</td>
</tr>
<tr>
<td>MDI</td>
<td></td>
<td></td>
<td></td>
<td>0.05</td>
<td>1.22</td>
<td>[&#x2212;0.033, 0.143]</td>
</tr>
<tr>
<td>LHS</td>
<td></td>
<td></td>
<td></td>
<td>0.29</td>
<td>6.74&#x002A;&#x002A;&#x002A;</td>
<td>[0.204, 0.371]</td>
</tr>
<tr>
<td>Insecure attachment</td>
<td></td>
<td></td>
<td></td>
<td>0.21</td>
<td>5.13&#x002A;&#x002A;&#x002A;</td>
<td>[0.131, 0.293]</td>
</tr>
<tr>
<td>CEU</td>
<td></td>
<td></td>
<td></td>
<td>0.07</td>
<td>1.92</td>
<td>[&#x2212;0.001, 0.091]</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-3fn1" fn-type="other">
<p>Note: Gender and birth order were dummy-coded as female &#x003D; 0 and male &#x003D; 1, only &#x003D; 1 and non-only &#x003D; 0. &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The significance of the mediating effects and their differences were tested using a bootstrap method, whereas the significance tests of the indirect effects and their differences corresponded to the three indirect paths by which CEU affected psychopathy (<xref ref-type="table" rid="table-4">Table 4</xref>). The total indirect effect value of insecure attachment and LHS was 0.206, which accounted for 74.37% of the total effect, while the bootstrap 95% CI did not contain 0, revealing that the two mediating variables significantly mediated the relationship between CEU and psychopathy. Particularly, the mediating effect included three pathways: Path 1 comprised CEU &#x2192; insecure attachment &#x2192; psychopathy, with an indirect effect value of 0.089 and 95% CI that did not include 0, implying that the indirect effect of this path was significant; Path 2 comprised CEU &#x2192; LHS &#x2192; psychopathy, with an indirect effect value of 0.101 and 95% CI that did not include 0, revealing a substantial mediating effect for this path; and Path 3 comprised CEU &#x2192; insecure attachment &#x2192; LHS &#x2192; psychopathy, with an indirect effect value of 0.016 and 95% CI that did not include 0, implying that the indirect effect of this path was significant.</p>
<table-wrap id="table-4">
<label>Table 4</label>
<caption>
<title>Analysis of mediating effects of insecure attachment and LHS</title>
</caption>
<table>
<colgroup>
<col/>
<col/>
<col/>
<col/>
<col/>
</colgroup>
<thead>
<tr>
<th></th>
<th>Effect size</th>
<th>Bootstrap SE</th>
<th>Bootstrap CI</th>
<th>Relative mediation effect</th>
</tr>
</thead>
<tbody>
<tr>
<td>Total indirect effect</td>
<td>0.206</td>
<td>0.027</td>
<td>[0.134, 0.241]</td>
<td>74.37%</td>
</tr>
<tr>
<td>Indirect effects 1</td>
<td>0.089</td>
<td>0.016</td>
<td>[0.039, 0.102]</td>
<td>32.13%</td>
</tr>
<tr>
<td>Indirect effects 2</td>
<td>0.101</td>
<td>0.021</td>
<td>[0.063, 0.145]</td>
<td>36.46%</td>
</tr>
<tr>
<td>Indirect effects 3</td>
<td>0.016</td>
<td>0.005</td>
<td>[0.007, 0.027]</td>
<td>5.78%</td>
</tr>
<tr>
<td>Comparison 1</td>
<td>&#x2212;0.032</td>
<td>0.027</td>
<td>[&#x2212;0.086, 0.018]</td>
<td></td>
</tr>
<tr>
<td>Comparison 2</td>
<td>0.053</td>
<td>0.017</td>
<td>[0.021, 0.085]</td>
<td></td>
</tr>
<tr>
<td>Comparison 3</td>
<td>0.085</td>
<td>0.021</td>
<td>[0.048, 0.129]</td>
<td></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-4fn1" fn-type="other">
<p>Note: Bootstrap SE and Bootstrap CI refer to the standard error and 95% confidence interval, respectively, of the indirect effect estimated by the bias-corrected percentile bootstrap method; all values are rounded to three decimal places.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>A two-by-two test assessing the significance of the distinction between the indirect effects within different pathways found that the 95% CI for comparison 1 (the distinction between indirect effects 1 and indirect effects 2) contained 0, showing a non-significant distinction between indirect effect 1 and indirect effect 2. Moreover, the 95% CI for comparison 2 and comparison 3 excluded 0, demonstrating that indirect effect 1 and indirect effect 2 were significantly greater than indirect effect 3. As depicted in <xref ref-type="fig" rid="fig-1">Fig. 1</xref>, CEU had a specific effect on psychopathy.</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>The sequential mediation models. Note: Path values are the path coefficients, &#x002A;&#x002A;&#x002A;<italic>p</italic> &#x003C; 0.001</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="IntJMentHealthPromot-27-58874-f001.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Discussion</title>
<p>CEU plays a critical role in personality development [<xref ref-type="bibr" rid="ref-50">50</xref>]. In this study, a survey was conducted to investigate the relation between and reveal the mechanism of CEU&#x2019;s impact on psychopathy, as well as identify the mediating roles of insecure attachment and LHS. The findings demonstrated that CEU is positively correlated to insecure attachment and LHS, and, therefore, impacts psychopathy. Mediating effects analyses revealed that insecure attachment and LHS act as multifaceted mediators of the association between CEU and psychopathy. This mediating role is realized via three indirect pathways: through the independent roles of insecure attachment and LHS, and through the combined role of insecure attachment and LHS.</p>
<sec id="s4_1">
<label>4.1</label>
<title>The Relationship between CEU and Psychopathy</title>
<p>Evolutionary life history theory states that in the initial five to seven years of life, the environment has a significant impact on shaping individual development [<xref ref-type="bibr" rid="ref-37">37</xref>]. An unpredictable growth environment is associated with an intuitive cognitive style that prefers immediate rewards and allocates less time and effort to cognitive tasks [<xref ref-type="bibr" rid="ref-36">36</xref>]. Therefore, unpredictable early experience leads to higher rate of mortality and risk-taking behaviors [<xref ref-type="bibr" rid="ref-51">51</xref>,<xref ref-type="bibr" rid="ref-52">52</xref>]. This study found that CEU has a positive relationship on psychopathy, which aligns with previous studies. In addition, previous studies have indicated that individuals who are raised in unpredictably changing surroundings often form a &#x201C;defect strategy,&#x201D; described as an overcompensation mechanism for their childhood difficulties; that is, to compensate for the deficiencies in resources or emotional support in childhood, these individuals may exhibit low levels of agreeableness, empathy, and morality as a way to obtain more resources [<xref ref-type="bibr" rid="ref-53">53</xref>&#x2013;<xref ref-type="bibr" rid="ref-55">55</xref>], which are traits closely related to psychopathy. Furthermore, CEU enhances the motivation to pursue higher social status, which positively related to dark personality, including psychopathy [<xref ref-type="bibr" rid="ref-7">7</xref>]. Therefore, there is a positive linkage between CEU and psychopathy.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>The Independent Mediating Role of Insecure Attachment and LHS in the Influence of CEU on Psychopathy</title>
<p>The study found that insecure attachment and LHS mediate the association between CEU and psychopathy independently, thereby extending previous research on psychopathy. This discovery also supports CAPS, which suggests that insecure attachment and fast LHS, functioning as cognitive-affective units, are influenced by unpredictable situational characteristic, thereby shaping adverse personality systems.</p>
<p>Good parenting is positively associated with a stable environment [<xref ref-type="bibr" rid="ref-16">16</xref>], whereas unpredictable parenting and minimal commitment to raising children are positively associated with an unstable environment characterized by a lack of a sense of security, which leads to an insecure attachment style [<xref ref-type="bibr" rid="ref-40">40</xref>]. Once an attachment style is formed, the individual&#x2019;s thoughts, emotions, and behaviors in intimate relationships throughout their lives are fundamentally shaped [<xref ref-type="bibr" rid="ref-56">56</xref>]. Insecure attachment may foster cognitive schemas of others as being unreliable or of the self as being unworthy, thereby affecting how individuals process and express emotions [<xref ref-type="bibr" rid="ref-57">57</xref>]. Consequently, individuals may display an anxious or avoidant attachment style during adulthood to avoid being hurt within intimate relationships. This is supported by previous studies, which have shown that the uncertainty experienced during early life is associated with the formation of anxious or avoidant attachment styles [<xref ref-type="bibr" rid="ref-58">58</xref>]. Schimmenti et al. [<xref ref-type="bibr" rid="ref-59">59</xref>] used mixed quantitative-qualitative methodology to explore the relationship between attachment and psychopathy among offenders and found that attachment style was a relevant variable, affecting the onset of psychopathic traits. Negative childhood experiences, such as parental divorce, neglect, and inconsistent care, may deeply damage a child&#x2019;s developing brain and attachment style, thereby positively impacting the development of callous-unemotional traits [<xref ref-type="bibr" rid="ref-60">60</xref>]. Studies have found that insecurely attached children often exhibit poor social skills, limited empathy, and intense aggression [<xref ref-type="bibr" rid="ref-24">24</xref>]. Furthermore, they tend to be anxious or depressed, and experience difficulties in developing close interpersonal relationships as they get older [<xref ref-type="bibr" rid="ref-58">58</xref>]. These characteristics resemble those observed in psychopathy [<xref ref-type="bibr" rid="ref-24">24</xref>]. Thus, the independent mediating role of insecure attachment in this study is also an indicator of its indirect effects on the correlation between CEU and psychopathy.</p>
<p>LHS acts as an intermediary between CEU and psychopathy. The life history model of security protection hypothesis states that individuals allocate resources and energy rationally, and thus may adopt a fast LHS to ensure their safety when exposed to negative childhood environments [<xref ref-type="bibr" rid="ref-19">19</xref>]. Evolutionary life history theory suggests that a critical developmental phase, a &#x201C;sensitive window,&#x201D; may exist, wherein children primarily evaluate the quality, nature, and difficulties of their living environment through their parents [<xref ref-type="bibr" rid="ref-14">14</xref>]. However, children who are raised in unstable environments may receive less attention, care, and parental investment [<xref ref-type="bibr" rid="ref-61">61</xref>]. Consequently, such children may be less cooperative and trustworthy, engage in more risky behaviors aimed at elevating their status, and view adult intimate relationships as temporary [<xref ref-type="bibr" rid="ref-7">7</xref>,<xref ref-type="bibr" rid="ref-39">39</xref>]. Furthermore, CEU was found to increase mortality rates, making individuals more present-oriented, and, therefore, more willing to become involved in high-risk activities to achieve instant satisfaction-attitudes consistent with a fast LHS [<xref ref-type="bibr" rid="ref-61">61</xref>]. Similarly, a fast LHS is linked to a higher risk of mortality and higher rates of social avoidance and inhibition, consistent with Neuroticism in the Five Factor Model [<xref ref-type="bibr" rid="ref-62">62</xref>]. Thus, according to the research, the independent mediating role of LHS is an indicator of indirect effects in the correlation between CEU and psychopathy.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>The Chain Mediation Effect of Insecure Attachment and LHS</title>
<p>The findings showed that the relationship between CEU and psychopathy was chain-mediated by insecure attachment and LHS. Specifically, CEU was associated with an insecure attachment style, which indirectly affected the formation of a fast LHS and, ultimately, psychopathy. According to the life history model of attachment, in the early stages of life, individuals develop an understanding of the safety and predictability of their surroundings, even future reproductive environments, through interactions with their parents [<xref ref-type="bibr" rid="ref-63">63</xref>]. Callous and unreliable caregiving facilitate the emergence of adverse internal working models, thereby fostering insecure attachment, which strengthens the perception of a dangerous and uncertain world, leading individuals to pursue a fast LHS to better cope with their surroundings [<xref ref-type="bibr" rid="ref-35">35</xref>,<xref ref-type="bibr" rid="ref-39">39</xref>,<xref ref-type="bibr" rid="ref-40">40</xref>]. Moreover, this model also shows a strong positive correlation between early attachment styles and adult behaviors [<xref ref-type="bibr" rid="ref-29">29</xref>]. Hence, attachment patterns might be perceived as a mechanism for selecting adaptive mating strategies [<xref ref-type="bibr" rid="ref-39">39</xref>]. Avoidantly attached individuals tend to engage in fewer committed relationships, thus choosing short-term mating strategies [<xref ref-type="bibr" rid="ref-64">64</xref>]. Similarly, anxiously attached individuals are more likely to show an overwhelming desire for love, leading to unstable and short-term relationships [<xref ref-type="bibr" rid="ref-65">65</xref>]. These are all manifestations of a fast LHS. Furthermore, a faster LHS with low responsibility and engaging in multiple partnerships is associated with proneness to developing psychopathic traits [<xref ref-type="bibr" rid="ref-8">8</xref>], such as antisocial behavior and aggression [<xref ref-type="bibr" rid="ref-66">66</xref>]. Thus, it can be seen that uncertain surroundings and irrational cognitive-emotional patterns consistently strengthen adverse personality systems internally and externally [<xref ref-type="bibr" rid="ref-23">23</xref>]. Therefore, the chain mediation of insecure attachment and LHS is an influential indicator of the correlation between CEU and psychopathy.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Limitations and Further Directions</title>
<p>Although this study has important theoretical implications, it also has some potential limitations. First, data were obtained through self-report, which might have potentially been impacted by social desirability bias. In the future, multiple assessment methods should be used to reduce this effect. Second, this study only included undergraduates, but the psychopathic trait is distributed across society. Future studies should broaden the age spectrum of participants. Third, existing research suggests that other affective and cognitive mechanisms may serve as more prominent mediators in similar relationships [<xref ref-type="bibr" rid="ref-67">67</xref>]. To be specific, emotional regulation difficulties have been shown to mediate the relationship between childhood trauma and psychosis [<xref ref-type="bibr" rid="ref-68">68</xref>]. Furthermore, self-concept clarity and self-esteem also act as mediators in such relationships [<xref ref-type="bibr" rid="ref-69">69</xref>,<xref ref-type="bibr" rid="ref-70">70</xref>]. Therefore, future research might explore incorporating variables such as affective processes or cognitive pathways into the model to further examine their potential mediating role in the link between CEU and psychopathy. Last, the study adopted a cross-sectional design, which restricted the provision of data about the enduring association between CEU and psychopathy. Subsequent studies could examine the relationship more comprehensively by collecting data through longitudinal studies.</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Conclusion</title>
<p>This study provides evidence of mediators in the relation between CEU and psychopathy for Chines students. CEU was found to indirectly influence psychopathy by means of the mediating function of insecure attachment and LHS, as well as by utilizing the chain mediation of insecure attachment and LHS. The results increase our understanding of CEU and offer a theoretical foundation and practical implications for developing relevant prevention and intervention measures to address the development of psychopathy.</p>
</sec>
</body>
<back>
<ack>
<p>We are grateful to all the participants who participated in the study.</p>
</ack>
<sec>
<title>Funding Statement</title>
<p>This project was supported by the Guangdong Basic and Applied Basic Research Foundation (2020A1515110608) and Department of Education of Guangdong Province-Guangdong Province General University Youth Innovative Talent Project (2019KQNCX039).</p>
</sec>
<sec>
<title>Author Contributions</title>
<p>Conceptualization, Fengbo Guo and Xiaoyuan Sun; methodology and formal analysis, Fengbo Guo and Leru Zhong; data curation, Leru Zhong, Xingru Huang and Zewei Chen; writing, Fengbo Guo and Leru Zhong; funding acquisition, Xiaoyuan Sun. All authors reviewed the results and approved the final version of the manuscript.</p>
</sec>
<sec sec-type="data-availability">
<title>Availability of Data and Materials</title>
<p>The data that support the findings of this study are available from the corresponding author upon reasonable request.</p>
</sec>
<sec>
<title>Ethics Approval</title>
<p>The study was approved by the Ethics Committee of the Guangdong Medical University (IRB number: YJYS2023057). All participants in the study signed informed consent forms.</p>
</sec>
<sec sec-type="COI-statement">
<title>Conflicts of Interest</title>
<p>The authors declare no conflicts of interest to report regarding the present study.</p>
</sec>
<ref-list content-type="authoryear">
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