Abstract
Background
Positive childhood experiences (PCEs) constitute foundational environmental protective factors associated with long-term psychological well-being; however, the mechanisms linking early relational environments to life satisfaction (LS) among college students remain insufficiently understood. Grounded in Broaden-and-Build Theory and Conservation of Resources Theory, this study examined perceived social support (PSS) and meaning in life (ML) as sequential mediating resources in the association between PCEs and LS among Chinese undergraduates.
Methods
A cross-sectional sample of 1,352 undergraduates (M_age = 19.37, SD = 1.06; 67.5% female) from four universities in Sichuan Province, China, completed validated measures of PCEs, PSS, ML, and LS. Serial mediation analysis was conducted using PROCESS Model 6 with 5,000 bootstrap resamples, controlling for seven demographic covariates; measurement validity checks and four sets of sensitivity analyses assessed the robustness of the results.
Results
PCEs were positively associated with LS (completely standardized total effect = .414, p <.001). All three specific indirect pathways were significant: through PSS alone (completely standardized effect = .161, 95% CI [.113,.209]), through ML alone (.053, 95% CI [.031,.077]), and through PSS and ML sequentially (.062, 95% CI [.042,.085]), together accounting for 66.5% of the total association. The pathway through PSS was significantly larger than the other two, which were of comparable magnitude. The direct association remained significant (β = .139, p <.001), indicating partial mediation. The pattern of results was robust to the removal of PCE items overlapping in content with the PSS measure, to the separate specification of the two ML dimensions, and across genders.
Conclusion
The findings are consistent with a sequentially organized resource pathway in which positive early relational experiences relate to life satisfaction through social and existential mechanisms. Pending longitudinal confirmation, strengthening perceived social support and fostering meaning in life represent complementary intervention targets for promoting well-being among Chinese college students.
Keywords: Chinese college students, emerging adulthood, life satisfaction, meaning in life, perceived social support, positive childhood experiences, serial mediation
1. Introduction
1.1. Research background and problem statement
Over the past two decades, research on childhood experiences and adult psychological outcomes has been dominated by the adverse childhood experiences (ACEs) framework, documenting how early exposure to abuse, neglect, and household dysfunction confers lasting developmental risks (1). While this work has generated invaluable insights into developmental vulnerability, its predominant deficit orientation has left a complementary question underexplored: what role do positive childhood experiences (PCEs) play in shaping long-term psychological well-being? A growing body of scholarship has begun to address this asymmetry, conceptualizing supportive early experiences not merely as the absence of adversity but as active contributors to healthy development (2, 3). A systematic review of 87 studies confirmed that higher PCE levels are consistently associated with decreased depressive symptoms, reduced anxiety, and improved subjective well-being across diverse adult populations (4). In a large population-based study of pandemic-era youth in British Columbia, Canada, Samji et al. (5) reported that PCEs showed protective associations with depression, mental well-being, and life satisfaction that were comparable to or exceeded the corresponding associations for ACEs in that sample, supporting the view that positive early experiences constitute an active resource base rather than merely the absence of adversity. This paradigm shift from deficit-oriented to resource-oriented frameworks carries important implications for both research and intervention design.
PCEs encompass a range of supportive interpersonal experiences during childhood and adolescence, including warm family relationships, peer support, the presence of caring non-parental adults, and engagement with community traditions (2). Latent profile analyses in Chinese young adults have identified distinct experience profiles; the High Benevolent/Low Adverse profile was associated with significantly better mental health outcomes and life satisfaction relative to profiles characterized by elevated adversity, underscoring the independent value of positive early experiences within Chinese developmental contexts (6). The cultural validity of the PCE framework in Chinese populations has been confirmed by Zhan et al. (7), who validated a PCE measure in a large community adult sample (N = 6,929), and by Yu et al. (8), who demonstrated its applicability in Chinese college students.
Life satisfaction (LS), defined as a global cognitive-evaluative appraisal of one’s life relative to personally held standards (9), represents a central indicator of subjective well-being across developmental stages and cultural contexts. Among Chinese college students, LS has attracted considerable research attention because this population navigates a transition marked by heightened academic demands, evolving social relationships, and increasing autonomy from family (10). The present study was conducted among undergraduates from four universities in Sichuan Province, a sample characterized by a high proportion of rural-origin students (68.6%) and modest economic backgrounds, providing a contextually grounded test of early experience effects in a population for whom relational resources may assume particular compensatory importance.
Despite growing evidence for the PCE–LS association, the psychological mechanisms through which early positive experiences relate to adult LS remain insufficiently understood. Prior research has established that PCEs are positively associated with broader mental health and subjective well-being indicators (2, 7), yet the specific intermediate processes, particularly the roles of perceived social support (PSS) and meaning in life (ML), have rarely been examined within an integrated theoretical framework. Clarifying these mediating pathways is theoretically important for understanding how early relational resources relate to adult well-being and practically important for identifying modifiable targets in college student interventions. The present study addresses this gap by examining a serial mediation model in which PSS and ML are proposed as sequential mechanisms linking PCEs to LS.
1.2. Theoretical framework and hypotheses development
The present study integrates two complementary theoretical frameworks. Fredrickson’s (11) Broaden-and-Build Theory posits that positive emotional experiences and enriching early environments broaden individuals’ momentary thought-action repertoires, and that these broadened states, over time, build enduring personal resources—including social, cognitive, and psychological assets—that persist beyond the transient experiences that generated them. PCEs spanning family, peer, and community domains represent precisely the sustained positive interpersonal environment this theory identifies as conducive to durable resource accumulation. Hobfoll’s (12) Conservation of Resources (COR) theory provides a complementary logic: individuals strive to acquire and accumulate valued psychological resources, and those who begin adulthood with a richer initial resource base are better positioned to consolidate additional resources over time. Within this framework, perceived social support functions as a proximal social resource cultivated through early relational experiences, while meaning in life represents a higher-order existential resource that depends, in part, on the relational foundation social support provides.
1.2.1. Positive childhood experiences and life satisfaction
Attachment theory provides a developmental foundation for understanding how PCEs may be associated with adult LS. Bowlby’s (13) model holds that children who experience consistent warmth, responsiveness, and protection develop secure internal working models, stable cognitive-affective representations of the self as worthy of care and of others as reliable, that persist into adulthood and shape appraisals of the social environment and global life evaluation. PCEs encompassing family support, peer connectedness, and community belonging may thereby establish a relational foundation associated with positive self-appraisal and favorable life evaluations. Bethell et al. (2) documented significant dose-response associations between cumulative PCEs and adult mental health indicators, and related work has linked positive early family and social experiences to higher subjective well-being in adult populations (14). Among Chinese young adults, higher cumulative PCE scores have been associated with attenuation of the negative relationship between ACEs and adult flourishing, with protective associations particularly pronounced under conditions of cumulative adversity exposure (15). A prospective study further demonstrated that ML was the strongest predictor of stable LS trajectories among individuals with histories of adverse childhood exposure, underscoring the developmental importance of experiential resources cultivated through early positive environments (16). We therefore propose:
H1: Positive childhood experiences are positively associated with life satisfaction among Chinese college students.
1.2.2. The mediating role of perceived social support
Two processes are proposed to link PCEs to PSS. First, early experiences of family responsiveness, peer support, and meaningful mentorship may be internalized as generalized positive relational expectations, cognitive templates through which individuals in adulthood perceive social signals of support and care (13, 17). Individuals with richer positive relational histories may perceive available support more readily, not because their objective networks are necessarily larger, but because their relational schemas facilitate more favorable appraisals of social availability. Second, consistent with COR theory, early positive relational experiences may directly cultivate the social competencies and network ties that underlie perceived support availability in adulthood (12).
The association between PSS and LS is among the most consistently replicated findings in well-being research (10). Social support benefits well-being through both a stress-buffering mechanism and a direct main-effects pathway whereby the subjective sense of being supported independently contributes to positive life evaluations (18). A systematic review encompassing 51 studies confirmed that PSS exerts both direct positive associations with emotional well-being and indirect associations via resilience and LS among college students (19). A chain mediation study further demonstrated that PSS positively predicted LS among college students through sequential pathways involving physical activity and self-control, highlighting the multifaceted functional role of social support in well-being processes (20). Among Chinese adults, Yang et al. (21) found that PSS and psychological resilience jointly mediated the negative association between ACEs and LS, positioning PSS as a critical resource variable in early-experience-to-well-being pathways. We therefore hypothesize:
H2: Perceived social support mediates the positive association between positive childhood experiences and life satisfaction (PCEs →PSS → LS).
1.2.3. The mediating role of meaning in life
ML, defined as the subjective sense that one’s existence is purposeful, significant, and coherent (22), has been characterized as a fundamental psychological need whose fulfillment is essential for sustained well-being (23). Self-determination theory situates ML as emerging from satisfaction of basic psychological needs for autonomy, competence, and relatedness (24), suggesting that early experiences of genuine relational support and community belonging may lay the experiential groundwork for existential purpose.
PCEs may be associated with ML through two pathways. Experiences of family warmth, peer acceptance, and mentorship provide children with early encounters of being valued and contributing to something beyond themselves, experiences Frankl (23) identifies as foundational to meaning construction. Additionally, community participation and school belonging during adolescence may foster a sense of connectedness to a larger social fabric, constituting a primary source of existential meaning (25). A chain mediation study among Chinese adolescents found that perceived stress was negatively associated with LS through sequential reductions in self-efficacy and ML, positioning ML as a particularly proximal resource linking psychological states to well-being evaluations (26). Across a cross-cultural sample, Yıldırım et al. (27) demonstrated that ML constituted a significant mediator between adverse psychological experiences and distress, with effect sizes exceeding those of other psychological resources including resilience and PSS. The association between ML and LS is well-established: individuals who experience their lives as purposeful and coherent report substantially higher global life evaluations (28, 29), and a recent meta-analysis confirmed medium-to-strong positive associations between ML and positive mental health indicators among college students (30). We therefore hypothesize:
H3: Meaning in life mediates the positive association between positive childhood experiences and life satisfaction (PCEs → ML →LS).
1.2.4. Serial mediation: from perceived social support to meaning in life
Beyond functioning as parallel independent mediators, PSS and ML may operate in a sequential chain in which social support serves as a relational antecedent to meaning construction. The subjective experience of being reliably supported and valued by significant others constitutes in itself a relational source of existential meaning (25). When individuals perceive themselves as embedded in supportive social networks, this sense of social embeddedness affirms that one matters to others and belongs to something larger than oneself, experiences central to a meaningful life (31). This account is particularly relevant within the Chinese cultural context, where meaning-making is deeply relational in character and the sense of occupying a valued role within an interpersonal network constitutes a primary source of existential purpose (32).
This cultural-contextual rationale merits elaboration. Within the Confucian relational tradition, the self is constituted relationally rather than atomistically: individuals understand who they are largely through their positions within webs of reciprocal relationships, an orientation captured by the construct of interdependent self-construal (33). Under this cultural ontology, existential significance is not primarily an individual achievement of self-defined purpose but is intrinsically anchored in occupying, and adequately fulfilling, a valued role within one’s relational network—as a family member, friend, student, and future contributor to society. The perception of being reliably supported therefore carries a meaning-relevant significance that extends beyond its instrumental coping function: to perceive oneself as supported is to receive ongoing confirmation of one’s valued standing within the relational order, and this confirmation is itself constitutive of a meaningful existence. From this perspective, the hypothesized PSS → ML pathway in Chinese samples reflects a culturally grounded constitutive relation rather than a merely contingent empirical association between two independent resources. This reasoning provides a stronger a priori rationale for the serial specification in the present cultural context, while simultaneously raising the question—addressed in the concluding discussion—of whether the same mediation architecture would be reproduced in individualistic cultural settings, where meaning-making is more strongly tethered to autonomous goal pursuit.
Empirical support for the PSS → ML association has been substantially strengthened by recent evidence. A meta-analysis of 135 studies and 397 effect sizes confirmed a significant positive correlation between social support and ML across multiple populations, with subjective social support demonstrating the strongest association (34). A chain mediation study among Chinese university students found that social support was negatively associated with maladaptive disengagement behavior through sequential mediation involving ML and psychological resilience, with the full chain accounting for 70.2% of the total effect, providing direct evidence for PSS as an upstream predictor of ML in this population (35). Tian et al. (36) further documented longitudinally that PSS predicted lower depression among college students through sequential mediation of gratitude and ML, offering prospective evidence for ML as a downstream outcome of social support processes. Among Chinese adolescents, Yang et al. (37) confirmed that PSS was associated with greater ML through reduced psychological insecurity and enhanced hope, optimism, and self-efficacy. Converging evidence has consistently demonstrated that PSS positively predicts ML among Chinese college students (38, 39). We therefore propose:
H4: Perceived social support and meaning in life sequentially mediate the positive association between positive childhood experiences and life satisfaction (PCEs → PSS → ML → LS).
1.3. The present study
The present study examined a serial multiple mediation model in which perceived social support and meaning in life were proposed to function as sequential psychological mechanisms linking positive childhood experiences to life satisfaction among Chinese college students. Using a sample of 1,352 undergraduates recruited from four universities in Sichuan Province and applying PROCESS Model 6 with 5,000 bootstrap resamples (40), the study estimated three specific indirect pathways alongside the direct association while controlling for key demographic variables. The proposed theoretical model is depicted in Figure 1.
Figure 1.
The proposed theoretical model.
This investigation contributes to the literature in three respects. First, whereas prior mediation research in the PCE literature has predominantly employed single-mediator or parallel-mediation designs, the present study is, to our knowledge, among the first to test the sequential organization of a social resource (perceived social support) and an existential resource (meaning in life) within the PCE–life satisfaction framework—thereby treating the structural relation between the two resource classes, rather than merely their individual mediating status, as an object of empirical testing. The design further incorporates formal pairwise contrasts among the three specific indirect pathways, moving beyond the question of whether each mechanism is statistically significant to a quantitative ordering of their relative magnitudes. Second, it integrates social resource accumulation and existential meaning construction within a unified sequential framework grounded jointly in Broaden-and-Build and Conservation of Resources theories, and motivates this specification with a culturally grounded account of relational meaning-making in the Chinese context. Third, by focusing on non-elite universities in an inland Chinese province with a high proportion of rural-origin and economically modest students, the study contributes contextually grounded evidence to a literature that has disproportionately relied on samples from affluent urban populations.
2. Methods
2.1. Participants and procedure
Participants were recruited from four universities in Sichuan Province, southwestern China, representing research-oriented, applied-oriented, and vocational institutional tiers. Data were collected between April and May 2026 via Wenjuanxing, a widely used Chinese online survey platform. A convenience sampling procedure was employed: recruitment notices were distributed through university student affairs offices, and students voluntarily self-selected into the study by completing the online survey. Because the notices were disseminated through institutional channels whose precise reach could not be determined, an exact invitation-based response rate could not be computed. All participants reviewed and electronically acknowledged an informed consent statement prior to survey completion. All procedures involving human participants were conducted in accordance with the ethical standards of the Declaration of Helsinki (41) and approved by the Ethics Review Sub-committee of the Sichuan Provincial Psychological Association.
Two attention-check items were embedded to identify inattentive responding. Of the 1,400 responses initially collected, 6 were excluded for incomplete responding, 32 for implausibly short completion times (mean response time below two seconds per item), and 10 for failing at least one attention-check item, yielding 1,352 valid questionnaires (effective retention rate = 96.6%). The four universities contributed 356, 372, 318, and 306 participants, respectively. All participants were first-year (n = 820, 60.7%) or second-year (n = 532, 39.3%) undergraduates, enrolled in natural sciences (57.5%) or social sciences (42.5%) fields. Detailed demographic characteristics are presented in Table 1.
Table 1.
Demographic characteristics of the sample (N = 1,352).
| Variable | Category | n | % |
|---|---|---|---|
| Gender | Male | 439 | 32.5 |
| Female | 913 | 67.5 | |
| Age (years) | 18 | 284 | 21.0 |
| (M = 19.37, SD = 1.06) | 19 | 538 | 39.8 |
| 20 | 334 | 24.7 | |
| 21 | 136 | 10.1 | |
| 22 | 60 | 4.4 | |
| Household registration | Urban | 424 | 31.4 |
| Rural | 928 | 68.6 | |
| Number of siblings | 0 (only child) | 326 | 24.1 |
| 1 | 646 | 47.8 | |
| 2 | 255 | 18.9 | |
| 3 | 95 | 7.0 | |
| ≥ 4 | 30 | 2.2 | |
| Paternal education | High school or below | 1,071 | 79.2 |
| Associate degree | 126 | 9.3 | |
| Bachelor's degree | 151 | 11.2 | |
| Master's or above | 4 | 0.3 | |
| Maternal education | High school or below | 1,111 | 82.2 |
| Associate degree | 123 | 9.1 | |
| Bachelor's degree | 106 | 7.8 | |
| Master's or above | 12 | 0.9 | |
| Family annual income | < 50,000 RMB | 486 | 35.9 |
| 50,000–99,999 RMB | 469 | 34.7 | |
| 100,000–199,999 RMB | 270 | 20.0 | |
| 200,000–299,999 RMB | 73 | 5.4 | |
| ≥ 300,000 RMB | 54 | 4.0 | |
| University | University A | 356 | 26.3 |
| University B | 372 | 27.5 | |
| University C | 318 | 23.5 | |
| University D | 306 | 22.6 | |
| Year of study | Freshman | 820 | 60.7 |
| Sophomore | 532 | 39.3 | |
| Field of study | Natural sciences | 778 | 57.5 |
| Social sciences | 574 | 42.5 |
2.2. Measures
All instruments had been previously validated in Chinese-speaking populations and were administered using five-point Likert response formats unless otherwise noted. Higher scores on all scales reflect greater levels of the respective construct.
2.2.1. Positive childhood experiences
Positive childhood experiences (PCEs) were assessed using the seven-item PCEs scale (2), which captures retrospective perceptions of supportive interpersonal experiences across three domains: family relationships, social connectedness, and community engagement. The Chinese adaptation was informed by the validation procedures of Zhan et al. (7), who established satisfactory reliability and validity of a related PCEs measure in a large Chinese community adult sample (N = 6,929; Cronbach’s α = .70), with further psychometric support for Chinese college student samples provided by Yu et al. (8). The original binary response format was adapted to a five-point Likert scale (1 = never to 5 = always) to enable finer-grained measurement of perceived experience intensity (8). Scores were computed as item means, with higher scores reflecting greater levels of PCEs. Cronbach’s α = .910 in the present sample. In the present sample, confirmatory factor analysis of the adapted five-point scale supported a unidimensional structure with all standardized loadings significant (range:.57–.81, all p <.001) and satisfactory comparative fit (CFI = .911, SRMR = .049); the RMSEA (.144) was elevated, a documented tendency of this index in low-degree-of-freedom models estimated in large samples (42), whereas the SRMR—which is robust to this artifact—indicated close fit (Table 2).
Table 2.
Confirmatory factor analysis fit indices for study measures (N = 1,352).
| Scale | Model | χ² | df | CFI | TLI | RMSEA | SRMR | Loadings |
|---|---|---|---|---|---|---|---|---|
| PCEs | Single-factor | 409.12 | 14 | .911 | .867 | .144 | .049 | .57–.81 |
| MSPSS | Three-factor | 811.25 | 51 | .941 | .924 | .105 | .040 | .68–.90 |
| MLQ | Two-factor | 650.03 | 34 | .934 | .913 | .116 | .060 | .76–.91 |
| SWLS | Single-factor | 57.67 | 5 | .984 | .969 | .088 | .022 | .58–.84 |
N = 1,352. All loadings significant at p <.001 unless otherwise noted.
2.2.2. Perceived social support
Perceived social support (PSS) was measured using the 12-item Multidimensional Scale of Perceived Social Support (MSPSS; 43), comprising three four-item subscales assessing support from significant others, family, and friends. The Chinese version developed by Yang et al. (44) incorporates a culturally informed adaptation of the significant other subscale, replacing “a special person” with “a special person (such as my teacher)” to better reflect the relational context of Chinese college students. Yang et al. (44) validated this version in a sample of 2,830 university students (CFI = .98, RMSEA = .079; Cronbach’s α = .906; four-week test-retest reliability = .914). Items were rated on a five-point scale (1 = strongly disagree to 5 = strongly agree), and scores were computed as item means. Cronbach’s α = .956 in the present sample. In the present sample, confirmatory factor analysis supported the three-factor structure (CFI = .941, TLI = .924, RMSEA = .105, SRMR = .040), with standardized loadings ranging from.68 to.90 (all p <.001; Table 2).
2.2.3. Meaning in life
Meaning in life (ML) was assessed using the 10-item Meaning in Life Questionnaire (MLQ; 22), comprising two five-item subscales: Presence of Meaning (the degree to which life is currently experienced as meaningful) and Search for Meaning (the degree to which one actively pursues meaning), with one Presence item reverse-scored. The Chinese version validated by Luo et al. (45) was used, which demonstrated strict longitudinal measurement invariance and a robust two-factor structure across a one-year four-wave study of Chinese college students (CFI ≥.92, RMSEA ≤.08; subscale α = .78–.86). The original seven-point format was adapted to a five-point Likert scale (1 = absolutely untrue to 5 = absolutely true) for consistency across instruments. In the present mediation model, ML was operationalized as the composite of the two subscale means (theoretical range: 2–10), reflecting its conceptualization as an integrated psychological resource consistent with the Conservation of Resources framework, and Cronbach’s α = .921 in the present sample. In the present sample, the Presence and Search subscales were substantially and positively correlated (r = .716), consistent with cross-cultural evidence that in interdependent cultural contexts searching for meaning does not connote a deficit of meaning and relates positively—rather than negatively, as typically observed in Western samples—to both presence of meaning and well-being (46). Confirmatory factor analysis supported the two-factor structure (CFI = .934, TLI = .913, RMSEA = .116, SRMR = .060), with standardized loadings ranging from.76 to.91 for all items (all p <.001; Table 2).
2.2.4. Life satisfaction
Life satisfaction (LS) was assessed using the five-item Satisfaction with Life Scale (SWLS; 9), designed to measure the cognitive-evaluative component of subjective well-being. The Chinese version validated by Bai et al. (47) was employed, using a nationally representative mainland Chinese sample of 4,795 adults from all 31 provinces, which confirmed acceptable single-factor model fit (CFI = .99, RMSEA = .085; Cronbach’s α = .88) and strict measurement invariance across gender. The original seven-point format was adapted to a five-point Likert scale (1 = strongly disagree to 5 = strongly agree), with scores computed as item means (range: 1–5). Cronbach’s α = .907 in the present sample. In the present sample, confirmatory factor analysis supported the single-factor structure (CFI = .984, TLI = .969, RMSEA = .088, SRMR = .022), with standardized loadings ranging from.58 to.84 (all p <.001; Table 2).
2.3. Data analysis strategy
All analyses were conducted using SPSS Statistics and the PROCESS macro version 4.2 (40). In the preliminary stage, descriptive statistics and bivariate Pearson correlations were computed for all core study variables. Common method bias was assessed using Harman’s single-factor test (48); the first unrotated factor accounted for 24.57% of total variance, well below the conventional 40% threshold, suggesting that common method bias was unlikely to seriously distort the observed inter-construct associations. Given the recognized limitations of Harman’s test as a single-index diagnostic, this result is treated as a preliminary rather than definitive indicator.
In the primary stage, a serial multiple mediation model was estimated using PROCESS Model 6. PCEs were specified as the independent variable (X), PSS as the first mediator (M1), ML as the second mediator (M2), and LS as the dependent variable (Y). Seven demographic variables were included as covariates in all model equations: gender, age, household registration type, number of siblings, paternal educational level, maternal educational level, and family annual income. The significance of indirect effects was evaluated using bias-corrected bootstrap confidence intervals based on 5,000 resamples, with significance indicated by 95% confidence intervals excluding zero (40). Three specific indirect pathways were examined: Ind1 (PCEs → PSS → LS), Ind2 (PCEs → ML → LS), and Ind3 (PCEs → PSS → ML → LS). Pairwise contrasts (C1: Ind1 vs. Ind2; C2: Ind1 vs. Ind3; C3: Ind2 vs. Ind3) were additionally tested to evaluate the relative magnitude of each pathway.
The hypothesized four-factor measurement model fit the data significantly better than a three-factor alternative merging PCEs and PSS into a single factor (Δχ²(3) = 724.30, p <.001; ΔCFI = .044) and a single-factor model loading all items on one factor (Δχ²(6) = 2,754.64, p <.001), with information criteria (AIC, BIC) likewise favoring the four-factor solution (Table 3A). The severely degraded fit of the single-factor model (CFI = .547, SRMR = .114) further corroborates, beyond Harman’s test, that common method variance is unlikely to account for the observed associations. Given the ordered-categorical response format, the four-factor model was re-estimated with the WLSMV estimator, yielding acceptable fit (CFI = .922, RMSEA = .066, SRMR = .056; TLI = .885). Notably, the latent correlation between PCEs and PSS (φ = .738) remained below the square roots of the AVE for both constructs (.762 and.796), satisfying the Fornell-Larcker criterion at the latent level—an evidentiary standard more stringent than the observed-correlation comparison—and converging with the HTMT result (.735; Table 3B).
Table 3.
Measurement model evaluation: competing model comparisons and construct validity indices (N = 1,352).
| Panel A. fit indices for competing measurement models | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Model | χ² | df | χ²/df | CFI | TLI | RMSEA | SRMR | AIC | BIC | Δχ² (Δdf) vs. four-factor | |
| Four-factor (PCEs, PSS, ML, LS) | 7,338.58 | 521 | 14.09 | .922 | .885 | .066 | .056 | 103,598.8 | 104,161.4 | — | |
| Three-factor (PCEs + PSS merged) | 8,834.93 | 524 | 16.86 | .756 | .739 | .108 | .072 | 111,089.2 | 111,636.1 | 724.30 (3)*** | |
| Single-factor (all items) | 15,945.56 | 527 | 30.26 | .547 | .518 | .147 | .114 | 118,193.8 | 118,725.2 | 2,754.64 (6)*** | |
| Panel B. convergent and discriminant validity indices | |||||||||||
| Construct | CR | AVE | 1 | 2 | 3 | 4 | |||||
| 1. PCEs | .906 | .581 | .762 | .735 | .507 | .502 | |||||
| 2. PSS | .950 | .633 | .673 | .796 | .535 | .516 | |||||
| 3. ML | .927 | .577 | .456 | .505 | .760 | .506 | |||||
| 4. LS | .908 | .667 | .437 | .473 | .452 | .817 | |||||
MLQ items were specified on a single factor corresponding to the composite operationalization used in the mediation analysis. The four-factor model was superior to both alternatives on all criteria: chi-square difference tests (both p <.001), comparative fit (ΔCFI = .044 vs. three-factor, exceeding the.01 benchmark), and information criteria (lowest AIC and BIC). The severely degraded fit of the single-factor model (CFI = .547, SRMR = .114) further indicates that common method variance cannot account for the observed inter-construct associations. *** p <.001.
CR, composite reliability; AVE, average variance extracted. Bold diagonal values are the square root of AVE. Values below the diagonal are Pearson inter-construct correlations (all p <.001); values above the diagonal are HTMT ratios. Discriminant validity is supported when √AVE exceeds all correlations in the corresponding row and column (49) and when HTMT <.85 (50).
3. Results
3.1. Preliminary analyses
Descriptive statistics and bivariate correlations among all study variables are presented in Table 4. The four core variables were positively and significantly intercorrelated (all p <.001), with patterns consistent with the hypothesized model. PCEs demonstrated the strongest bivariate association with PSS (r = .673), followed by associations with ML (r = .456) and LS (r = .437). PSS and ML were moderately correlated (r = .505), and both were positively associated with LS (r = .473 and r = .452, respectively). These patterns provide preliminary support for the proposed mediating pathways and establish the empirical foundation for the serial mediation analysis.
Table 4.
Descriptive statistics and bivariate correlations among study variables (N = 1,352).
| Variable | M | SD | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|---|---|
| 1. PCEs | 3.46 | 0.87 | — | |||||
| 2. PSS | 3.56 | 0.86 | .673** | — | ||||
| 3. ML | 6.85 | 1.52 | .456** | .505** | — | |||
| 4. PM | 3.28 | 0.79 | .481** | .529** | .916**a | — | ||
| 5. SM | 3.57 | 0.84 | .367** | .410** | .925**a | .716** | — | |
| 6. LS | 3.01 | 0.82 | .437** | .473** | .452** | .506** | .336** | — |
PCEs, Positive Childhood Experiences; PSS, Perceived Social Support; ML, Meaning in Life (composite score, range 2–10); PM, Presence of Meaning (range 1–5); SM, Search for Meaning (range 1–5); LS, Life Satisfaction. **p <.001. aCorrelations between ML and its component subscales are structurally determined by the composite operationalization (ML = PM mean + SM mean) rather than independently estimated.
Table 4 also presents correlations for the Presence of Meaning (PM) and Search for Meaning (SM) subscales. PM and SM were substantially and positively correlated (r = .716), consistent with the cultural pattern discussed in Section 2.2.3. Both subscales were positively associated with LS, with PM showing a stronger association (r = .506) than SM (r = .336)—a pattern corroborated by the sensitivity analyses reported in Section 3.3.
3.2. Serial mediation analysis
It should be noted at the outset that the serial mediation model tests a statistical pattern consistent with, but not demonstrative of, the hypothesized temporal ordering among the variables. Results of the serial mediation model (PROCESS Model 6) are summarized in Tables 5, 6 and depicted in Figure 2. Seven demographic variables (gender, age, household registration type, number of siblings, paternal educational level, maternal educational level, and family annual income) were included as covariates in all model equations.
Table 5.
Regression path coefficients in the serial mediation model.
| Predictor | B | SE | t | β | VIF | R² | F |
|---|---|---|---|---|---|---|---|
| Outcome: PSS | .471 | 149.22*** | |||||
| Constant | .340 | .359 | 0.95 | — | — | ||
| PCEs | .662 | .020 | 32.95*** | .669 | 1.05 | ||
| Outcome: ML | .283 | 58.92*** | |||||
| Constant | 3.131 | .739 | 4.24*** | — | — | ||
| PCEs | .363 | .056 | 6.55*** | .208 | 1.89 | ||
| PSS | .646 | .056 | 11.52*** | .366 | 1.89 | ||
| Outcome: LS | .321 | 63.24*** | |||||
| Constant | .796 | .391 | 2.04* | — | — | ||
| PCEs | .131 | .030 | 4.41*** | .139 | 1.95 | ||
| PSS | .229 | .031 | 7.42*** | .241 | 2.08 | ||
| ML | .137 | .014 | 9.52*** | .253 | 1.40 |
PCEs, Positive Childhood Experiences; PSS, Perceived Social Support; ML, Meaning in Life; LS, Life Satisfaction. β represents completely standardized coefficients; standardized intercepts are zero by definition. All models controlled for gender, age, household registration type, number of siblings, paternal educational level, maternal educational level, and family annual income; covariate VIFs ranged from 1.02 to 2.08, and all VIF values were well below the conventional threshold of 5. Paternal and maternal educational levels showed significant coefficients of opposing signs in the PSS equation (β = .107 and β = −.125, respectively); as their VIF values (2.06 and 2.00) rule out severe multicollinearity, this pattern most plausibly reflects mutual suppression between the two highly correlated indicators. *p <.05, ***p <.001.
Table 6.
Total, direct, and indirect effects of PCEs on life satisfaction.
| Effect | B | SE | t | p | 95% CI |
|---|---|---|---|---|---|
| Total effect | |||||
| PCEs → LS | .391 | .023 | 16.76 | <.001 | [.345,.436] |
| Direct effect | |||||
| PCEs → LS | .131 | .030 | 4.41 | <.001 | [.073,.189] |
| Indirect effects | B | Boot SE | Boot 95% CI | ||
| Total indirect | .260 | .024 | — | — | [.214,.306] |
| Ind1: PCEs → PSS → LS | .152 | .024 | — | — | [.106,.196] |
| Ind2: PCEs → ML → LS | .050 | .011 | — | — | [.030,.073] |
| Ind3: PCEs → PSS → ML → LS | .058 | .010 | — | — | [.040,.080] |
| Pairwise contrasts | |||||
| C1: Ind1 − Ind2 | .102 | .029 | — | — | [.045,.156] |
| C2: Ind1 − Ind3 | .093 | .028 | — | — | [.038,.146] |
| C3: Ind2 − Ind3 | −.009 | .014 | — | — | [−.036,.019] |
Bootstrap sample size = 5,000. 95% confidence intervals for indirect effects are bias-corrected percentile intervals. Completely standardized total indirect effect = .276, 95% CI [.227,.324]; Ind1 = .161, 95% CI [.113,.209]; Ind2 = .053, 95% CI [.031,.077]; Ind3 = .062, 95% CI [.042,.085]. A confidence interval excluding zero indicates a statistically significant effect. PCEs, Positive Childhood Experiences; PSS, perceived social support; ML, meaning in life; LS, life satisfaction.
Figure 2.
The final serial mediation model with standardized path coefficients. All paths controlled for gender, age, household registration type, number of siblings, paternal educational level, maternal educational level, and family annual income. ***p <.001.
As shown in Table 5, PCEs were significantly and positively associated with perceived social support (β = .669, t = 32.95, p <.001), accounting for 47.1% of variance in PSS. Among the covariates, gender (β = .099, p <.001), age (β = .041, p = .045), paternal educational level (β = .107, p <.001), and maternal educational level (β = −.125, p <.001) were significantly associated with PSS; the opposing signs of the two parental education coefficients most plausibly reflect mutual suppression between these highly correlated covariates (see Table 5 footnote) and are not interpreted substantively.
When both PCEs and PSS were associated with meaning in life, both variables contributed significantly: PCEs (β = .208, t = 6.55, p <.001) and PSS (β = .366, t = 11.52, p <.001) jointly accounted for 28.3% of variance in ML. The stronger standardized coefficient for PSS relative to PCEs in this equation indicates that perceived social support was more strongly associated with meaning in life than were positive childhood experiences when the two were considered simultaneously. None of the seven demographic covariates reached conventional significance in this equation (all p >.05).
In the full model predicting life satisfaction, all three key associations were significant: PCEs (β = .139, t = 4.41, p <.001), PSS (β = .241, t = 7.42, p <.001), and ML (β = .253, t = 9.52, p <.001), collectively explaining 32.1% of variance in LS. Among the covariates, gender (β = −.060, p = .009), number of siblings (β = −.067, p = .006), and family annual income (β = .107, p <.001) were significantly associated with LS.
As shown in Table 6, the total association of PCEs with life satisfaction was significant and positive (β = .414, B = .391, SE = .023, t = 16.76, p <.001). After controlling for both mediators, the direct association of PCEs with LS remained statistically significant but was substantially attenuated (β = .139, B = .131, SE = .030, t = 4.41, p <.001), indicating partial mediation. The direct association accounted for approximately 33.5% of the total association, with the remaining 66.5% statistically accounted for by the two mediators.
The total indirect effect was significant (completely standardized effect = .276, 95% CI [.227,.324]). All three specific indirect pathways were individually significant. Ind1, representing the independent mediation of perceived social support (PCEs → PSS →LS), yielded the largest specific indirect effect (completely standardized effect = .161, 95% CI [.113,.209]), accounting for approximately 38.9% of the total association. Ind3, the serial pathway through both mediators (PCEs → PSS → ML →LS), was also significant (completely standardized effect = .062, 95% CI [.042,.085]), accounting for approximately 14.9% of the total association and consistent with the hypothesized sequential pathway from perceived social support to meaning in life. Ind2, representing the independent mediation of meaning in life (PCEs → ML →LS), was likewise significant (completely standardized effect = .053, 95% CI [.031,.077]), accounting for approximately 12.7% of the total association.
Pairwise contrasts among the three specific indirect effects revealed that Ind1 was significantly larger than both Ind2 (C1: B = .102, 95% CI [.045,.156]) and Ind3 (C2: B = .093, 95% CI [.038,.146]). By contrast, the difference between Ind2 and Ind3 did not reach statistical significance (C3: B = −.009, 95% CI [−.036,.019]), indicating that the independent mediation of meaning in life and the serial mediation pathway were of comparable magnitude. Standardized path coefficients for all model pathways are presented in Figure 2.
3.3. Sensitivity analyses
Four sets of sensitivity analyses were conducted to assess the robustness of the mediation results. First, to address potential content overlap between the PCEs and PSS measures, the model was re-estimated using a reduced PCEs score (PCE-R) that excluded the three items directly mirroring the MSPSS family and friends subscales (see Table 7 for full results). The reduced scale correlated less strongly with PSS (r = .631 vs. r = .673 for the full scale), yet all three indirect pathways remained significant [Ind1 = .149, 95% CI (.105,.194); Ind2 = .052, 95% CI (.031,.075); Ind3 = .058, 95% CI (.039,.079)], with the pattern of results substantively unchanged. This indicates that the observed mediation structure is not an artifact of item content overlap.
Table 7.
Serial mediation results with PCE-R as the independent variable (N = 1,352).
| Effect | B | Boot SE | β (cs) | 95% CI (cs) |
|---|---|---|---|---|
| Total effect | .0918*** | .0055 | .4124 | [.3448,.4361]a |
| Direct effect | .0341*** | .0067 | .1533 | [.0211,.0472]a |
| Total indirect | .0577 | .0054 | .2591 | [.2118,.3035] |
| Ind1: PCE-R → PSS → LS | .0333 | .0050 | .1494 | [.1054,.1940] |
| Ind2: PCE-R → ML → LS | .0115 | .0025 | .0517 | [.0309,.0754] |
| Ind3: PCE-R → PSS → ML → LS | .0129 | .0023 | .0580 | [.0392,.0787] |
All models included the seven demographic covariates; 5,000 bootstrap resamples. β (cs) = completely standardized effect. aCIs for total and direct effects are unstandardized (B-metric). All three specific indirect pathways remained significant, and Ind1 remained the largest specific pathway by point estimate, reproducing the substantive pattern of the primary model. ***p < .001.
Second, the model was re-estimated with Presence of Meaning (PM) and Search for Meaning (SM) separately specified as the second mediator in turn (Table 8). All three indirect pathways were significant in both models. Pathways through PM [Ind2 = .074, 95% CI (.049,.103); Ind3 = .082, 95% CI (.060,.107)] were larger than those through SM [Ind2 = .023, 95% CI (.010,.039); Ind3 = .029, 95% CI (.015,.045)], indicating that the mediating role of ML was principally, though not exclusively, attributable to the presence dimension. Notably, in the PM model the contrast between Ind1 and the serial pathway (C2) did not reach significance, indicating comparable magnitudes—a pattern consistent with the dual-source equivalence observed in the primary model (C3). The main conclusions were fully robust to the composite operationalization.
Table 8.
Sensitivity analyses specifying MLQ subscales as the second mediator.
| Effect | PM model β (cs) | 95% CI | SM model β (cs) | 95% CI |
|---|---|---|---|---|
| Total effect | .4142 | — | .4142 | — |
| Direct effect | .1171*** | — | .1685*** | — |
| Ind1: PCEs → PSS → LS | .1407 | [.0930,.1868] | .1942 | [.1456,.2420] |
| Ind2: PCEs → PM/SM → LS | .0741 | [.0485,.1031] | .0227 | [.0096,.0389] |
| Ind3: PCEs → PSS → PM/SM → LS | .0823 | [.0595,.1072] | .0288 | [.0150,.0449] |
| C1: Ind1 − Ind2 | .0666 | [.0081,.1233] | .1715 | [.1171,.2254] |
| C2: Ind1 − Ind3 | .0584 | [−.0015,.1140] | .1654 | [.1125,.2176] |
| C3: Ind2 − Ind3 | −.0082 | [−.0452,.0279] | −.0061 | [−.0243,.0103] |
PM, Presence of Meaning; SM, Search for Meaning. Both models included all seven covariates; 5,000 bootstrap resamples; completely standardized effects. All specific indirect pathways were significant in both models. In the PM model, the contrast between Ind1 and the serial pathway (C2) did not reach significance, indicating comparable magnitudes of these two pathways when presence of meaning alone serves as the second mediator. ***p < .001.
Third, paternal and maternal education were combined into a single parental education covariate; as reported in the Table 5 footnote, the combined indicator was non-significant in all three equations (all p >.47) and all indirect effect estimates were essentially unchanged (Ind1 = .162, Ind2 = .052, Ind3 = .063), confirming that the opposing coefficient signs in the primary model reflect a suppression artifact with no bearing on the core conclusions.
Fourth, the model was estimated separately for male (n = 439) and female (n = 913) participants (Table 9). All three indirect pathways were significant in both groups, confirming that the serial mediation structure replicated across genders. One path differed significantly between groups: the PCEs–PSS association was stronger among males (z = 3.09, p = .002). Two further paths showed marginal differences in opposite directions—PSS → LS was marginally stronger among males (p = .082) and ML → LS marginally stronger among females (p = .059)—and the direct PCEs–LS association reached significance among females but not males. These patterns are discussed further in Section 4.4.
Table 9.
Serial mediation model by gender.
| Panel A. Path coefficients and between-group comparisons | ||||
|---|---|---|---|---|
| Path | Male (n = 439) B (SE) | Female (n = 913) B (SE) | z | P |
| PCEs → PSS | .741 (.034) | .609 (.025) | 3.09 | .002 |
| PCEs → ML | .456 (.098) | .316 (.067) | 1.17 | .240 |
| PSS → ML | .690 (.095) | .607 (.070) | 0.70 | .483 |
| PSS → LS | .307 (.052) | .195 (.039) | 1.74 | .082 |
| ML → LS | .098 (.025) | .155 (.018) | −1.89 | .059 |
| PCEs → LS (direct) | .083 (.051), p = .108 | .159 (.036)*** | −1.20 | .229 |
| Panel B. Indirect effects (completely standardized) | ||||
| Effect | Male | 95% CI | Female | 95% CI |
| Ind1 | .2579 | [.1704,.3480] | .1212 | [.0645,.1770] |
| Ind2 | .0506 | [.0162,.0919] | .0502 | [.0238,.0807] |
| Ind3 | .0567 | [.0239,.0947] | .0587 | [.0350,.0858] |
Both group models controlled for age, household registration, number of siblings, paternal and maternal education, and family income; 5,000 bootstrap resamples. Between-group differences were tested as z = (B1 − B2)/√(SE1² + SE2²). All three specific indirect pathways were significant in both groups. ***p < .001.
4. Discussion
4.1. Summary of main findings
The present study investigated psychological mechanisms linking positive childhood experiences (PCEs) to life satisfaction among 1,352 Chinese college students, proposing perceived social support and meaning in life as sequential mediating resources within an integrated Broaden-and-Build and Conservation of Resources framework. Four principal findings emerged. PCEs were positively and significantly associated with life satisfaction (completely standardized total association = .414), supporting H1. All three specific indirect pathways were statistically significant, collectively accounting for approximately 66.5% of the total PCE–life satisfaction association. The independent mediation of perceived social support (Ind1 = .161) emerged as the largest single indirect pathway, exceeding both the independent mediation of meaning in life (Ind2 = .053) and the serial pathway through both mediators (Ind3 = .062), supporting H2. The significant independent mediation of meaning in life (Ind2 = .053, 95% CI [.031,.077]) further confirms that ML functions as a meaningful independent psychological mechanism linking PCEs to life satisfaction, supporting H3. The serial indirect pathway was significant, supporting H4. The direct association between PCEs and life satisfaction remained significant after controlling for both mediators (β = .139), indicating partial rather than complete mediation. A noteworthy feature is that Ind2 and Ind3 did not differ significantly in magnitude (C3: 95% CI [−.036,.019]), a pattern with specific theoretical implications addressed below.
4.2. Theoretical implications
4.2.1. Positive childhood experiences and life satisfaction: a resource accumulation perspective
The positive association between PCEs and LS is consistent with evidence that the cumulative quality of early interpersonal environments shows enduring associations with adult well-being (2). Within the Broaden-and-Build framework (11), sustained positive relational experiences during childhood build durable personal resources that persist into adulthood and shape well-being appraisals long after the original experiences have passed. The mediation results extend this theoretical account: PSS and ML together transmitted approximately two-thirds of the total PCE–LS association, partially decomposing the developmental legacy of early positive experiences into identifiable resource-based pathways. This decomposition is consistent with the systematic review of Cunha et al. (4), which documented positive associations between PCEs and LS across 87 studies while noting that PCEs function partly as independent protective factors and partly through mediating psychological resources. Samji et al. (5) further reported, in a population-based study of pandemic-era adolescents in British Columbia, Canada, that effect sizes for PCEs exceeded those for ACEs in relation to depression, mental well-being, and life satisfaction in that sample, supporting the conclusion that positive early experiences constitute an active resource base rather than merely the absence of adversity. From a Conservation of Resources perspective (12, 51), individuals who begin adulthood with richer positive relational histories are better positioned to perceive social support and accrue higher-order existential assets ——a pattern consistent with the resource gain spirals posited by COR theory. Consistent with this framework, latent profile analyses of Chinese young adults found that profiles characterized by high benevolent childhood experiences and low adversity were associated with significantly better LS relative to profiles marked by elevated adversity, providing direct Chinese-context evidence for the resource accumulation value of positive early experiences (6).
4.2.2. Perceived social support as the primary transmission mechanism
The identification of PSS as the dominant mediating pathway (Ind1 = .161, approximately 38.9% of the total association) warrants specific theoretical consideration. From an attachment theory perspective (13), early experiences of family warmth, peer acceptance, and the availability of caring non-parental adults may be internalized as generalized relational schemas, stable representations of others as reliable and supportive, that shape how individuals interpret social cues in adulthood. Individuals whose childhood relational environments provided consistent experiences of being valued may, as young adults, perceive available support more readily, not because their objective networks are necessarily more extensive, but because their relational schemas facilitate more favorable appraisals of social availability. The subjective sense of being supported and embedded in caring relationships then independently contributes to favorable life evaluations through both stress-buffering and main-effect pathways (18). Parallel structural evidence was provided by Yang et al. (21), who found that PSS occupied the upstream mediating position in the chain linking ACEs to LS in a large Chinese adult sample, directly paralleling the structural role of PSS in the present model. Among Chinese college students, Nie et al. (20) found that PSS was positively associated with LS both directly and through sequential mediation involving physical activity and self-control, underscoring the multifunctional resource-mobilizing role of social support. The relative prominence of Ind1 may also reflect population-specific features: for students from rural and economically modest backgrounds navigating an unfamiliar university environment, the subjective sense of being supported by significant others, family, and friends may carry particular salience as a determinant of LS. This contextual interpretation is tentative and requires examination through designs stratified by socioeconomic background and urban-rural origin. The robustness of this pattern is reinforced by the sensitivity analysis excluding PCE items with direct interpersonal-support content (Section 3.3): all three indirect pathways remained significant with the reduced scale, and PSS remained the largest specific pathway by point estimate, indicating that the prominence of the support pathway is not an artifact of item content overlap between the two measures.
4.2.3. The serial pathway: social support as a relational foundation for meaning construction
The significant serial indirect effect (Ind3: completely standardized effect = .062, 95% CI [.042,.085]) is consistent with PSS relating to LS partly through its link to ML. The subjective experience of being reliably supported by significant others constitutes a relational foundation for existential meaning: social embeddedness affirms that one matters to others and belongs to something beyond oneself, experiences identified as phenomenologically central to a meaningful life (31). This account is particularly resonant within the Chinese cultural context, where meaning-making is substantially grounded in occupying a valued role within interpersonal networks (32). A meta-analysis of 135 studies and 397 effect sizes confirmed a significant positive correlation between social support and ML across diverse populations, with subjective social support demonstrating the strongest association among all support subtypes (34). Among Chinese university students, social support negatively predicted maladaptive disengagement behavior through sequential mediation of ML and psychological resilience, with the full mediating chain accounting for 70.2% of the total effect, providing direct evidence for PSS as an upstream antecedent of ML (35). Tian et al. (36) provided longitudinal evidence that PSS predicted depression in college students through chain mediation of gratitude and ML, establishing prospective support for ML as a downstream outcome of PSS processes. Among Chinese adolescents, PSS was associated with greater ML through reduced psychological insecurity and enhanced hope, optimism, and self-efficacy (37).
The finding that the PSS → ML path coefficient (β = .366) substantially exceeded the PCEs → ML coefficient (β = .208) when both were modeled simultaneously suggests that PSS may serve as an amplifying conduit through which early positive relational experiences become associated with a sense of life purpose. This interpretation gains further specificity from the cultural account developed in Section 1.2.4: in a relational cultural context where perceived support constitutes ongoing confirmation of one’s valued standing within the social order, the meaning-conferring function of social support is expected to be particularly pronounced. Consistent with this account, the two MLQ dimensions were strongly and positively correlated in the present sample (r = .716), and search for meaning related positively to life satisfaction (r = .336)—a “harmonious” rather than “opposed” configuration that mirrors the pattern documented in interdependent cultures (46).
The non-significant contrast between Ind2 and Ind3 (C3: B = −.009, 95% CI [−.036,.019]) carries theoretical implications that merit elaboration. This equivalence is consistent with a dual-source account of meaning in life: existential meaning appears to draw, in approximately equal measure, on an early-established foundation associated with the relational content of childhood experience, and on an ongoing stream nourished by currently perceived social support. Meaning, on this account, possesses both developmental sedimentation and present-day plasticity. If corroborated by longitudinal evidence, this pattern would carry a consequential implication for intervention design: limited early relational resources need not foreclose the development of meaning, because strengthening perceived social support in emerging adulthood may offer a compensatory route of approximately comparable magnitude to the early-established pathway. Notably, this equivalence was reproduced in the sensitivity analysis specifying presence of meaning alone as the second mediator (Table 8), indicating that it is not an artifact of the composite operationalization. Whether the relative weights of the two sources vary as a function of cumulative adversity exposure remains an open question for the moderated-mediation designs outlined below.
4.2.4. The residual direct association and partial mediation
The persistence of a significant direct association between PCEs and LS after controlling for both mediators (β = .139) indicates that the present model does not fully account for the developmental legacy of positive childhood experiences. Among plausible additional mechanisms, positive affect memory may sustain a favorable affective orientation toward life independently of current social and existential resources (52), and dispositional optimism cultivated through positive early relational environments may independently contribute to favorable life evaluations (53). Yan and Wu (54) proposed an integrated framework in which childhood experiences are associated with stress resilience through the hypothalamic-pituitary-adrenal axis stress response system, suggesting that stress resilience constitutes a further resource-based pathway through which PCEs may relate to adult well-being independently of the social and existential mechanisms captured in the present model. Chen and Tian (55) further revealed that parent-child closeness functions as the core connecting factor between childhood victimization and adulthood well-being, suggesting that early parent-child relationship quality may carry direct well-being associations operating partly independently of PSS or ML in adulthood. The residual direct association thus serves as an empirical prompt for subsequent investigations to articulate and test additional resource-based pathways within the PCE–LS nomological network.
4.3. Practical implications
Given the cross-sectional design, the following directions represent theoretically informed hypotheses rather than empirically validated recommendations. At the developmental level, the findings support policies that systematically enrich family relationships, peer environments, and community engagement during childhood and adolescence. Thomson et al. (56) demonstrated that improvements in peer belonging and school climate were prospectively associated with positive changes in emotional health across diverse adolescent groups, corroborating the developmental salience of supportive relational environments as a foundation for later well-being.
At the university level, the dominance of the PSS pathway suggests that institutional efforts to strengthen students’ perceived support availability, particularly among rural-origin and economically modest students, represent a practically relevant lever for promoting LS. Peer mentorship schemes constitute one empirically supported mechanism: a systematic review of peer mentoring in the study entry phase concluded that such programs yield favorable effects on social and academic integration, sense of belonging, and emotional outcomes among beginning undergraduates (57). Structured psychosocial programs delivered in higher education settings more broadly have likewise demonstrated meaningful benefits for students’ emotional well-being in meta-analytic work (58). Other commonly proposed measures—faculty advising programs and structured social engagement activities—remain, at present, theoretical inferences awaiting validation through experimental or quasi-experimental designs.
At the individual level, meaning-focused psychological approaches merit consideration. A quasi-experimental study demonstrated that a 12-session mindfulness program significantly enhanced both PSS and LS with large effect sizes (η = 0.704 and η = 0.510, respectively), indicating that structured group-based interventions can simultaneously address relational and existential well-being resources (59). Integrated interventions targeting relational connection and existential purpose concurrently may be more effective than approaches addressing either dimension in isolation.
4.4. Limitations and future directions
Several limitations should be acknowledged. Most fundamentally, the cross-sectional design precludes causal inference: reverse and reciprocal interpretations cannot be excluded on statistical grounds, and the serial mediation results reflect statistical consistency rather than demonstrated temporal ordering. Harman’s single-factor test and the severely degraded fit of the single-factor measurement model both indicate that common method bias is unlikely to account for the observed associations, though these indicators remain preliminary (48). The retrospective assessment of PCEs introduces the potential for mood-congruent recall bias, whereby current well-being may systematically color recollections of childhood experiences, potentially inflating PCE–outcome correlations and partly accounting for the residual direct PCEs–LS association (60, 61). Generalizability is further constrained by the geographic restriction to four universities in Sichuan Province, the focus on tertiary-educated emerging adults, and the convenience sampling procedure, which introduces potential self-selection bias. With respect to gender, multi-group analyses confirmed that the serial mediation structure replicated across males and females; nevertheless, the PCEs–PSS association was significantly stronger among males (z = 3.09, p = .002), and marginal differences suggested that the support pathway may weigh more heavily for males while the meaning pathway may weigh more heavily for females (ps = .082 and.059, respectively; 21), warranting confirmation in gender-balanced samples with formal moderated-mediation designs. The composite operationalization of ML, while supported by the strong inter-subscale correlation (r = .716) and robust to subscale-level sensitivity analyses, may nonetheless obscure differential contributions of meaning presence and search that carry distinct theoretical implications for well-being (22, 46). Although discriminant validity analyses and item-removal sensitivity analyses converged in supporting the empirical distinguishability of PCEs and PSS, their partial content overlap cannot be fully eliminated statistically; latent variable modeling with method-variance controls is recommended for future replication. Finally, the moderating role of PCEs on ACE outcomes yields inconsistent results across studies (4), underscoring that boundary conditions including developmental timing, adversity severity, and cultural context merit systematic examination.
Future research should employ longitudinal designs with multiple assessment waves to establish temporal precedence and clarify whether the residual direct PCEs–LS association reflects a genuine unmediated pathway or the operation of unmeasured distal mechanisms (e.g., random-intercept cross-lagged panel modeling; 62). Modelling Presence of Meaning and Search for Meaning as distinct mediators would yield greater theoretical precision regarding their differential antecedents and associations with LS (46). Incorporating additional psychological resources—including resilience, self-compassion, optimism, and emotion regulation—would provide a more comprehensive account of the PCE–LS nomological network; explicit moderated-mediation designs should further examine whether the relative dominance of the PSS pathway varies as a function of socioeconomic background, gender, urban-rural origin, or cumulative adversity exposure. Finally, cross-cultural replication incorporating measurement invariance testing is essential to determine whether the present mediation architecture generalizes beyond collectivist cultural contexts (63).
5. Conclusion
The present study indicates that the association between PCEs and LS among Chinese college students is substantially accounted for by two sequentially organized psychological resources, PSS and ML, which together correspond to approximately 66.5% of the total association. The findings are consistent with a resource pathway in which the relational legacy of positive early experiences is reflected in a heightened sense of social support availability in emerging adulthood, which in turn relates to LS both directly and through its association with existential meaning. The comparable magnitudes of the independent ML pathway and the serial pathway further suggest that meaning may draw on two complementary sources—one rooted in the richness of early relational experience and one linked to the ongoing perception of social support—pointing to the multifaceted ways in which childhood relational capital may be connected to evaluative well-being in young adulthood. Although the cross-sectional design precludes causal inference and these interpretations await longitudinal corroboration, the robustness of the observed pattern across measurement operationalizations, item-content specifications, and genders lends confidence to its structural reliability. For Chinese college students—particularly those from rural and economically modest backgrounds, who constitute a substantial yet understudied segment of the undergraduate population—these findings offer a theoretically grounded basis for interventions attentive to both the relational and existential dimensions of well-being. Strengthening students’ perceptions of available social support and fostering a coherent sense of life purpose represent complementary and potentially mutually reinforcing intervention targets that warrant systematic evaluation in future experimental and longitudinal research.
Acknowledgments
The authors sincerely thank the participating universities and all students who voluntarily participated in this study. Their cooperation and support made this research possible.
Funding Statement
The author(s) declared that financial support was not received for this work and/or its publication.
Footnotes
Edited by: Zheng Zhang, South China Normal University, China
Reviewed by: Sandor Rozsa, Károli Gáspár University of the Reformed Church in Hungary, Hungary
Haojie Fu, Tongji University, China
Xiaoyan Chen, Hong Kong Polytechnic University, Hong Kong SAR, China
Data availability statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.
Ethics statement
The studies involving humans were approved by the Ethics Review Sub-committee of the Sichuan Provincial Psychological Association. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.
Author contributions
YY: Methodology, Conceptualization, Supervision, Writing – review & editing, Resources, Writing – original draft, Formal analysis, Software. PC: Investigation, Methodology, Writing – review & editing, Visualization, Writing – original draft, Formal analysis, Validation. ZC: Validation, Data curation, Formal analysis, Methodology, Writing – review & editing, Software, Writing – original draft. PL: Writing – original draft, Conceptualization, Resources, Supervision, Writing – review & editing, Methodology.
Conflict of interest
The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Generative AI statement
The author(s) declared that generative AI was not used in the creation of this manuscript.
Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.
Publisher’s note
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.
References
- 1. Felitti VJ, Anda RF, Nordenberg D, Williamson DF, Spitz AM, Edwards V, et al. Relationship of childhood abuse and household dysfunction to many of the leading causes of death in adults: The adverse childhood experiences (ACE) study. Am J Prev Med. (1998) 14:245–58. doi: 10.1016/S0749-3797(98)00017-8 [DOI] [PubMed] [Google Scholar]
- 2. Bethell C, Jones J, Gombojav N, Linkenbach J, Sege R. Positive childhood experiences and adult mental and relational health in a statewide sample: Associations across adverse childhood experiences levels. JAMA Pediatr. (2019) 173:e193007. doi: 10.1001/jamapediatrics.2019.3007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3. Sege RD, Harper Browne C. Responding to ACEs with HOPE: Health outcomes from positive experiences. Acad Pediatrics Child Well-Being Adverse Childhood Exp US. (2017) 17:S79–85. doi: 10.1016/j.acap.2017.03.007 [DOI] [PubMed] [Google Scholar]
- 4. Cunha O, Sousa M, Pereira B, Pinheiro M, MaChado AB, Caridade S, et al. Positive childhood experiences and adult outcomes: A systematic review. Trauma Violence Abuse. (2025) 26:991–1010. doi: 10.1177/15248380241299434 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Samji H, Long D, Herring J, Correia R, Maloney J. Positive childhood experiences serve as protective factors for mental health in pandemic-era youth with adverse childhood experiences. Child Abuse Negl. (2025) 168:106640. doi: 10.1016/j.chiabu.2024.106640 [DOI] [PubMed] [Google Scholar]
- 6. Nie H, Liu M, Liu A, Wu X. Profiles of adverse and benevolent childhood experiences among young adults in China: Association with mental health outcomes. Curr Psychol. (2026) 45:905. doi: 10.1007/s12144-026-09476-w 30311153 [DOI] [Google Scholar]
- 7. Zhan N, Xie D, Zou J, Wang J, Geng F. The validity and reliability of benevolent childhood experiences scale in Chinese community adults. Eur J Psychotraumatol. (2021) 12:1945747. doi: 10.1080/20008198.2021.1945747 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Yu Z, Alalamath T, Johnson S, Xiong Y, Wang L. Network analysis of adverse and positive childhood experiences in a national sample of university students. Soc Sci Med. (2025) 372:117792. doi: 10.1016/j.socscimed.2025.117792 [DOI] [PubMed] [Google Scholar]
- 9. Diener E, Emmons RA, Larsen RJ, Griffin S. The satisfaction with life scale. J Pers Assess. (1985) 49:71–5. doi: 10.1207/s15327752jpa4901_13 [DOI] [PubMed] [Google Scholar]
- 10. Diener E, Suh EM, Lucas RE, Smith HL. Subjective well-being: Three decades of progress. psychol Bull. (1999) 125:276–302. doi: 10.1037/0033-2909.125.2.276 27371692 [DOI] [Google Scholar]
- 11. Fredrickson BL. The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. Am Psychol. (2001) 56:218–26. doi: 10.1037/0003-066X.56.3.218 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Hobfoll SE. Conservation of resources: A new attempt at conceptualizing stress. Am Psychol. (1989) 44:513–24. doi: 10.1037/0003-066X.44.3.513 [DOI] [PubMed] [Google Scholar]
- 13. Bowlby J. Attachment and Loss. 2nd ed Vol. 1. New York, NY: Basic Books; (1969). [Google Scholar]
- 14. Brailovskaia J, Schönfeld P, Zhang XC, Bieda A, Kochetkov Y, Margraf J. A cross-cultural study in Germany, Russia, and China: Are resilient and social supported students protected against depression, anxiety, and stress? psychol Rep. (2018) 121:265–81. doi: 10.1177/0033294117727745 [DOI] [PubMed] [Google Scholar]
- 15. Yu Z, Wang L, Chen W, Zhang J, Bettencourt AF. Positive childhood experiences associate with adult flourishing amidst adversity: A cross sectional survey study with a national sample of young adults. Int J Environ Res Public Health. (2022) 19:14956. doi: 10.3390/ijerph192214956 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Thoma MV, Bernays F, Fuhrer J, Höltge J, Salas Castillo AN, Rohner SL. Predicting intraindividual change in satisfaction with life during COVID-19: A prospective study of Swiss older adults with differing levels of childhood adversity. J Happiness Stud. (2024) 25:73. doi: 10.1007/s10902-024-00791-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Bandura A. Social Learning Theory. Englewood Cliffs, NJ: Prentice-hall; (1977). [Google Scholar]
- 18. Cohen S, Wills TA. Stress, social support, and the buffering hypothesis. psychol Bull. (1985) 98:310–57. doi: 10.1037/0033-2909.98.2.310 [DOI] [PubMed] [Google Scholar]
- 19. Ruihua L, Hassan NC, Qiuxia Z, Sha O, Jingyi D. A systematic review on the impact of social support on college students’ wellbeing and mental health. PloS One. (2025) 20:e0325212. doi: 10.1371/journal.pone.0325212 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20. Nie Y, Wang W, Wang T, Zhou F, Liu C, Gao J. The relationship between college students’ perceived social support and life satisfaction: A chain mediation effect of physical activity and self-control. J Psychol. (2026) 160:405–20. doi: 10.1080/00223980.2025.2585272 [DOI] [PubMed] [Google Scholar]
- 21. Yang T, Pan W, Ma X, Ke H, Ao F, Xie A, et al. The relationship between adverse childhood experiences and life satisfaction: The chain mediating effect of social support and psychological resilience, with the moderating role of gender. J Interpersonal Violence. (2026) 41:08862605261419748. doi: 10.1177/08862605261419748 [DOI] [PubMed] [Google Scholar]
- 22. Steger MF, Frazier P, Oishi S, Kaler M. The meaning in life questionnaire: Assessing the presence of and search for meaning in life. J Couns Psychol. (2006) 53:80–93. doi: 10.1037/0022-0167.53.1.80 27371692 [DOI] [Google Scholar]
- 23. Frankl VE. Man’s Search for Meaning. New York, NY: Simon and Schuster; (1985). [Google Scholar]
- 24. Ryan RM, Deci EL. Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. Am Psychol. (2000) 55:68–78. doi: 10.1037/0003-066X.55.1.68 [DOI] [PubMed] [Google Scholar]
- 25. Steger MF, Kashdan TB, Oishi S. Being good by doing good: Daily eudaimonic activity and well-being. J Res Pers. (2008) 42:22–42. doi: 10.1016/j.jrp.2007.03.004 38826717 [DOI] [Google Scholar]
- 26. Xu C, Liu L, Fu W, Wu J, Li P, Li M. The effect of perceived stress on life satisfaction among Chinese adolescents during COVID-19 pandemic: The chain mediating role of self-efficacy and meaning in life. BMC Public Health. (2025) 26:104. doi: 10.1186/s12889-025-25604-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Yıldırım M, Aksoy Ş, Öztekin GG, Mohammed Abdullah Alkhulayfi A, Aziz IA, Gómez-Salgado J. Resilience, meaning in life, and perceived social support mediate the relationship between fear of happiness and psychological distress. Sci Rep. (2025) 15:34270. doi: 10.1038/s41598-025-16486-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Park CL. Making sense of the meaning literature: An integrative review of meaning making and its effects on adjustment to stressful life events. psychol Bull. (2010) 136:257–301. doi: 10.1037/a0018301 [DOI] [PubMed] [Google Scholar]
- 29. Steger MF, Kashdan TB. Stability and specificity of meaning in life and life satisfaction over one year. J Happiness Stud. (2007) 8:161–79. doi: 10.1007/s10902-006-9011-8 30311153 [DOI] [Google Scholar]
- 30. Wang L, Fu J. The relationship between meaning in life and mental health of college students: A meta-analysis. Curr Psychol. (2025) 44:13733–45. doi: 10.1007/s12144-025-08137-8 30311153 [DOI] [Google Scholar]
- 31. Martela F, Steger MF. The three meanings of meaning in life: Distinguishing coherence, purpose, and significance. J Positive Psychol. (2016) 11:531–45. doi: 10.1080/17439760.2015.1137623 37339054 [DOI] [Google Scholar]
- 32. Lu L. Understanding happiness: A look into the Chinese folk psychology. J Happiness Stud. (2001) 2:407–32. doi: 10.1023/A:1013944228205 41886696 [DOI] [Google Scholar]
- 33. Markus HR, Kitayama S. Culture and the self: Implications for cognition, emotion, and motivation. psychol Rev. (1991) 98:224–53. doi: 10.1037/0033-295X.98.2.224 27371692 [DOI] [Google Scholar]
- 34. Cai J-Y, Wang X, Zhang T, Pan S-Y. Social support and meaning in life: A meta-analysis. J Happiness Stud. (2026) 27:24. doi: 10.1007/s10902-026-01008-4 30311153 [DOI] [Google Scholar]
- 35. Zheng Y. The relationship between social support and lying flat among Chinese university students: The chain mediation roles of meaning in life and psychological resilience. BMC Psychol. (2026) 14. doi: 10.1186/s40359-026-05022-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36. Tian HM, Zhou YQ, Chang XL, Wang YF. Perceived social support and depression: Longitudinal mediating roles of gratitude and meaning in life. BMC Psychol. (2025) 13:1217. doi: 10.1186/s40359-025-03541-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Yang Z, Yang Z, Wen W, Zeng Q. Perceived social support and meaning in life of adolescents: Roles of psychological insecurity and psychological capital. Curr Psychol. (2026) 45:363. doi: 10.1007/s12144-025-08967-6 30311153 [DOI] [Google Scholar]
- 38. Sheng W, Fang S. Impact of moral elevation on college students’ sense of meaning of life: The mediating roles of gratitude and perceived social support. Psychol Res Behav Manage. (2024) 17:1103–14. doi: 10.2147/PRBM.S441272 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Zhou S, Jiang L, Li W, Leng M. Meaning in life from a cultural perspective: The role of cultural identity, perceived social support, and resilience among Chinese college students. Humanities Soc Sci Commun. (2025) 12:91. doi: 10.1057/s41599-025-04424-8 [DOI] [Google Scholar]
- 40. Hayes AF. Introduction to Mediation, Moderation, and Conditional Process Analysis: Third Edition: A Regression-Based Approach. New York, NY: Guilford Press; (2022). Available online at: https://www.guilford.com/books/Introduction-to-Mediation-Moderation-and-Conditional-Process-Analysis/Andrew-Hayes/9781462549030 (Accessed June 15, 2026). [Google Scholar]
- 41. World Medical Association . World medical association declaration of helsinki: Ethical principles for medical research involving human subjects. Jama. (2013) 310:2191–4. doi: 10.1001/jama.2013.281053 [DOI] [PubMed] [Google Scholar]
- 42. Kenny DA, Kaniskan B, McCoach DB. The performance of RMSEA in models with small degrees of freedom. Sociological Methods Res. (2015) 44:486–507. doi: 10.1177/0049124114543236 [DOI] [Google Scholar]
- 43. Zimet GD, Dahlem NW, Zimet SG, Farley GK. The multidimensional scale of perceived social support. J Pers Assess. (1988) 52:30–41. doi: 10.1207/s15327752jpa5201_2 [DOI] [PubMed] [Google Scholar]
- 44. Yang X, Xue M, Pauen S, He H. Psychometric properties of the Chinese version of multidimensional scale of perceived social support. Psychol Res Behav Manage. (2024) 17:2233–41. doi: 10.2147/PRBM.S463245 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45. Luo J, Tang F-C, Yang R, Gong J, Yao C-K, Huang X, et al. Longitudinal measurement invariance of the meaning in life questionnaire in Chinese college students. Front Psychol. (2022) 13. doi: 10.3389/fpsyg.2022.1001548 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Steger MF, Kawabata Y, Shimai S, Otake K. The meaningful life in Japan and the United States: Levels and correlates of meaning in life. J Res Pers. (2008) 42:660–78. doi: 10.1016/j.jrp.2007.09.003 38826717 [DOI] [Google Scholar]
- 47. Bai X, Wu C, Zheng R, Ren X. The psychometric evaluation of the satisfaction with life scale using a nationally representative sample of China. J Happiness Stud. (2011) 12:183–97. doi: 10.1007/s10902-010-9186-x 30311153 [DOI] [Google Scholar]
- 48. Podsakoff PM, MacKenzie SB, Lee J-Y, Podsakoff NP. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J Appl Psychol. (2003) 88:879–903. doi: 10.1037/0021-9010.88.5.879 [DOI] [PubMed] [Google Scholar]
- 49. Fornell C, Larcker DF. Evaluating structural equation models with unobservable variables and measurement error. J Marketing Res. (1981) 18:39–50. doi: 10.2307/3151312 [DOI] [Google Scholar]
- 50. Henseler J, Ringle CM, Sarstedt M. A new criterion for assessing discriminant validity in variance-based structural equation modeling. J Acad Marketing Sci. (2015) 43:115–35. doi: 10.1007/s11747-014-0403-8 30311153 [DOI] [Google Scholar]
- 51. Hobfoll SE. The influence of culture, community, and the nested-self in the stress process: Advancing conservation of resources theory. Appl Psychol. (2001) 50:337–421. doi: 10.1111/1464-0597.00062 40046247 [DOI] [Google Scholar]
- 52. Busseri MA, Choma BL, Sadava SW. Functional or fantasy? Examining the implications of subjective temporal perspective “trajectories” for life satisfaction. Pers Soc Psychol Bull. (2009) 35:295–308. doi: 10.1177/0146167208327215 [DOI] [PubMed] [Google Scholar]
- 53. Scheier MF, Carver CS. Optimism, coping, and health: Assessment and implications of generalized outcome expectancies. Health Psychol. (1985) 4:219–47. doi: 10.1037/0278-6133.4.3.219 [DOI] [PubMed] [Google Scholar]
- 54. Yan L, Wu J. From childhood experience to stress resilience: Mechanisms and interventions. Curr Opin Behav Sci. (2024) 58:101405. doi: 10.1016/j.cobeha.2024.101405 38826717 [DOI] [Google Scholar]
- 55. Chen M, Tian N. Associations between childhood victimization, parent-child closeness, and adulthood well-being outcomes: A network analysis. Child Abuse Negl. (2026) 172:107866. doi: 10.1016/j.chiabu.2025.107866 [DOI] [PubMed] [Google Scholar]
- 56. Thomson K, Magee C, Gagné Petteni M, Oberle E, Georgiades K, Schonert‐Reichl K, et al. Changes in peer belonging, school climate, and the emotional health of immigrant, refugee, and non‐immigrant early adolescents. J Adolescence. (2024) 96:1901–16. doi: 10.1002/jad.12390 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Gehreke L, Schilling H, Kauffeld S. Effectiveness of peer mentoring in the study entry phase: A systematic review. Rev Educ. (2024) 12:e3462. doi: 10.1002/rev3.3462 41531421 [DOI] [Google Scholar]
- 58. Conley CS, Durlak JA, Kirsch AC. A meta-analysis of universal mental health prevention programs for higher education students. Prev Sci. (2015) 16:487–507. doi: 10.1007/s11121-015-0543-1 [DOI] [PubMed] [Google Scholar]
- 59. Alvarado-García PAA, Soto-Vásquez MR, Infantes Gomez FM, Guzman Rodriguez NM, Castro-Paniagua WG. Effect of a mindfulness program on stress, anxiety, depression, sleep quality, social support, and life satisfaction: A quasi-experimental study in college students. Front Psychol. (2025) 16:1508934. doi: 10.3389/fpsyg.2025.1508934 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60. Bower GH. Mood and memory. Am Psychol. (1981) 36:129–48. doi: 10.1037/0003-066X.36.2.129 [DOI] [PubMed] [Google Scholar]
- 61. Hardt J, Rutter M. Validity of adult retrospective reports of adverse childhood experiences: Review of the evidence. J Child Psychol Psychiatry. (2004) 45:260–73. doi: 10.1111/j.1469-7610.2004.00218.x [DOI] [PubMed] [Google Scholar]
- 62. Hamaker EL, Kuiper RM, Grasman RPPP. A critique of the cross-lagged panel model. psychol Methods. (2015) 20:102–16. doi: 10.1037/a0038889 [DOI] [PubMed] [Google Scholar]
- 63. Putnick DL, Bornstein MH. Measurement invariance conventions and reporting: The state of the art and future directions for psychological research. Dev Rev. (2016) 41:71–90. doi: 10.1016/j.dr.2016.06.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.


