TABLE 2.
Study (author, year; country) | Population | Sample size (N); female %; mean age | Study design | Measurement of child adversity; definition of childhood adversity | Psychosocial mediating variable(s); measurement | Psychosocial moderating variable(s); measurement | Mental health outcomes; measurement | Type of mediation analysis; potential confounders or covariates considered (yes/no) | Mediation/moderation results/key findings (pathway total/partial mediation, direct effect [DE], indirect effect [IE], % total effect mediated) |
---|---|---|---|---|---|---|---|---|---|
Berman et al. (2019), USA | Female college students | 252; 100%; 19.2 | Cross‐sectional |
ACE questionnaire; Child maltreatment |
Negative beliefs; Posttraumatic Maladaptive Beliefs Scale (PMBS; Vogt, Shipherd & Resick, 2012) | None tested |
Depression; Patient Health Questionnaire (PHQ‐9; Spitzer et al., 1999 Anxiety; Patient Health Questionnaire (PHQ; Spitzer et al., 1999) Posttraumatic symptoms; Posttraumatic Checklist for DSM‐5 (PCL‐5; Weathers et al., 2013) |
Structural equation modelling (SEM). Bootstrapping; Yes |
Significant indirect effect (IE) of child maltreatment (abuse and neglect subscales) (b = −0.09, p = 0.005) on internalizing symptoms (depression, anxiety and posttraumatic symptoms) via negative core beliefs. Partial mediation. Significant IE of household dysfunction (abuse and neglect subscales) (b = −0.11, p = 0.019) on internalizing symptoms via negative core beliefs. Complete mediation. |
Brown et al. (2016), USA | Undergraduate students recruited from a public University in the Midwest United States. | 339; 48.7%; 19 | Cross‐sectional |
CTQ‐SF; Child maltreatment |
Alexithymia; Toronto Alexithymia Scale (TAS‐20; Bagby et al., 1994). |
None tested |
Depression; Short Mood and Feelings Questionnaire (SMFQ; Sharp et al., 2006) Anxiety; General Anxiety Disorder Scale (GAD‐7; Spitzer et al., 2006) |
Bootstrapping; No |
IE of emotional neglect on depression (b = 0.04, 95% CI = [0.003–0.07]) and anxiety (b = 0.07, BC 95% CI = [0.01–0.13]) via alexithymia. |
Browne and Winkelman (2007), Australia | Psychology undergraduate students recruited from an Australian university. | 219; 81.74%; 20.96 | Cross‐sectional |
CTQ‐SF; Childhood trauma |
Adult attachment; Relationship Scales Questionnaire (RSQ; Griffin & Bartholomew, 1994) Cognitive distortions; Cognitive Distortions Scale (Briere, 2000) |
None tested | Trauma symptoms; Trauma Symptom Inventory (Briere, 1995) |
Structural equation modelling (SEM). Path analysis. Multiple mediation model; No |
IE (=0.23) of childhood trauma on trauma symptoms via cognitive distortions. Associations found between childhood trauma and attachment dimensions which on their own were not significantly associated with trauma symptoms. |
Corcoran and McNulty (2018), Ireland | University students recruited from Republic of Ireland universities. | 190; 76.32%; 22.02 | Cross‐sectional |
ACE questionnaire; Adverse childhood experiences |
Attachment; Experiences in close relationships − relationship structures scale (ECR‐RS; Fraley et al., 2011) | None tested | Depression‐Anxiety‐Stress; Depression anxiety & stress scales (DASS‐21; Lovibond & Lovibond, 1995) |
Multiple mediation model. Bootstrapping (BC; 95% CI), PROCESS Macro (Preacher & Hayess (2004); No |
Significant IE of childhood adversity on depression through attachment anxiety‐general (b = 0.33, BC 95% CI [0.19–0.53]), attachment anxiety‐friend (b = 0.09, BC 95% CI [0.01–0.23]) and attachment avoidance‐mother (b = 0.21, BC 95% CI [0.06–0.42]). Complete mediation. Significant IE of childhood adversity on anxiety via attachment anxiety‐general (b = 0.28, BC 95% CI [0.15–0.46]). Complete mediation. |
Gong and Chan (2018), China | College students recruited from universities in China. | 1,102; 73.14%; 20.46 | Cross‐sectional |
CTQ‐SF; Childhood maltreatment |
Early maladaptive schemas; Young Schema Questionnaire, version 3 (YSQ‐3; Young et al., 2003). Chinese version |
None tested |
Depression; Zung Self‐Rating Depression Scale (SDS; (Zung, 1986) Anxiety; Zung Self‐Rating Anxiety Scale (SAS; Zung, 1971) |
SEM. Bootstrapping (BC; 95% CI), PROCESS Macro (Preacher & Hayess (2004); No |
Significant IEs of physical abuse (BC 95% CI [0.142–0.260]), emotional abuse (BC 95% CI [0.205–0.314]), and sexual abuse (BC 95% CI [0.069–0.176 3]) on psychological distress (depression and anxiety) through early maladaptive schemas. IEs of physical neglect (BC 95% CI [0.142–0.260]) and emotional neglect (BC 95% CI [0.177–0.282]) on depression and anxiety through early maladaptive schemas. |
Kaloeti et al. (2019), Indonesia | Undergraduate students recruited from a University in Indonesia. | 443; 73.45%; 18.60 | Cross‐sectional |
ACE questionnaire; Adverse childhood experiences |
Resilience; Connor‐Davidson Resilience Scale (CD‐RISC; Connor & Davidson, 2003) | None tested |
Depression; Beck Depression Inventory‐II (BDI‐II; Beck et al., 1996) |
Path analysis | No DE of ACEs on resilience identified (b = 0.37, SE = 0.437, β = 0.04). Resilience did not mediate the ACEs‐depression relationship. |
Makriyianis et al. (2019), USA | College students recruited from a public arts college in US. | 305; 66.6%; 19.13 | Cross‐sectional |
ACE questionnaire; Adverse childhood experiences |
Psychological Flexibility and Inflexibility; The Multidimensional Psychological Flexibility Inventory (MPFI; Rolffs et al., 2016) | None tested |
Depression; Patient Health Questionnaire (PHQ‐8; Kroenke et al., 2009) Anxiety; General Anxiety Disorder Scale (GAD‐7; Spitzer et al., 2006) |
Bootstrapping (BC; 95% CI), PROCESS Macro (Hayes, 2018); Νο |
Significant IE of ACEs on depression via inflexibility (b = 0.14, SE = 0.03, BC 95% CI [0.07–0.21]). 53% of variance in depression. Complete mediation. Significant IE of ACEs on anxiety via inflexibility (b = 0.13, SE = 0.03, BC 95% CI [0.07–0.20]). 49.2% of the variance. Complete mediation. |
McCormick et al. (2017), USA | Students recruited from a south‐eastern university in US. | 458; 61.3%; 20.70 | Cross‐sectional |
ACE questionnaire; Adverse childhood experiences |
Religious/spiritual struggles; Religious and Spiritual Struggles Scale (RSSS; Exline et al., 2014) | None tested |
Depression; Patient Health Questionnaire (PHQ‐8; Kroenke et al., 2001) PTSQ; Posttraumatic Stress Disorder Checklist‐Civilian Version (PCL‐C; Weathers et al., 1993) |
Bootstrapping (BC; 95% CI), PROCESS macro. Sobel test; Yes (age, gender, ethnicity, traumatic life events) |
Significant IE of ACEs on depressive symptoms through the meaning struggles (b = 0.154, BC 95% CI [0.059–0.291], z = 3.05, p = 0.002). Significant IE of ACEs on PTSD symptoms through the meaning struggles subscale of the RSSS (b = 0.35, BC 95% CI [0.138, 0.7], z = 3.024, p = 0.003). |
Nowalis et al. (2020), USA | Students recruited from a north‐eastern university in US. | 203; 52%; 19.85 | Cross‐sectional |
CTQ‐SF; Bernstein et al., 2003 Child maltreatment |
None tested | Attachment; Experiences in Close Relationships–Revised (ECRR; Fraley et al., 2000) |
Depression; Beck Depression Inventory–II (BDI‐II; Beck et al., 1996). |
Path analysis in MPlus; Yes |
Anxious attachment to primary caregiver significantly moderated the child maltreatment‐depression relationship (b = −0.16 p = 0.002, BC 95% CI = [−0.25 to −0.06]). 43.5% of variance. No significant effect identified for avoidant attachment to primary caregiver and for anxious or avoidant attachment to secondary caregiver. |
Reiser et al. (2014), Canada | University students recruited through an undergraduate research pool website. | 264; 81.06%; 22.56 | Cross‐sectional |
ACE questionnaire; Adverse childhood experiences |
None tested |
Negative affect; Positive and Negative Affect Schedule‐Negative Affect (PANAS‐NA) subscale; Watson, Clark, & Tellegen, 1988) Trait Anxiety; Trait form of the State–Trait Anxiety Inventory for adults‐form Y (STAI‐T; (Spielberger et al., 1983) |
Health anxiety Short Health Anxiety Index (SHAI; (Salkovskis et al., 2002) |
Multiple hierarchical regression. Baron and Kenny (1086). Sobel test. Bootstrapping. (Preacher & Hayes, 2004); No |
Negative affect fully mediated the relationship between ACEs and health anxiety. Direct effect of ACEs on health anxiety not significant after controlling for negative affect (p = 0.716). Bootstrapping estimates CI = (3,697 to −0. 9,186) and Sobel test, (z = 4.93, p < 0.001) confirmed statistical significance of IE. Trait anxiety fully mediated the relationship between ACEs and health anxiety. DE of ACEs on health anxiety not statistical significant (p = 0.51). Sobel test demonstrated statistical significance of IE (z = 4.45, p < 0.001). |
Ross et al. (2019), USA | Community sample and students recruited through posters in the community and campus. | 244; 75.10%; 20.80 | Cross‐sectional |
CTQ‐SF; Childhood maltreatment |
Self‐compassion; Self‐compassion scale (Neff, 2003) Shame; Internalized Shame Scale (ISS; Cook, 1994, 2001) |
None tested |
Depression; Center for Epidemiological Studies Depression Scale‐Revised (CESD‐R; Eaton et al., 2004) |
Multiple mediation model; Path models with R package covRobust (Wang & Raftery, 2002). Bootstrapping (95% CI); Yes |
Significant IE of emotional abuse on depression through self‐compassion and shame (b = 0.084 [0.032], BC 95% CI [0.03–0.13), p = 0.008). DE of emotional abuse on shame (β = 0.131[0.049], 95% CI [0.04–0.23], p = 0.008). IE of emotional abuse on depression through shame (b = 0.089 [0.033], 95% CI [0.01–0.15]. = 0.008, p = 0.008) Significant effect of emotional neglect on depression through self‐compassion followed by shame (b = 0.178 [0.034], BC 95% CI [0.11–0.25] p < 0.001). Shame accounted for 14.8% and emotional abuse accounted for 1.5% of variance in depressive symptoms. Shame is a stronger predictor |
Song et al. (2020), China | Undergraduate students recruited from two medical colleges in China. | 7,643; 74.12%; 19.67 | Cross‐sectional |
CTQ‐SF; Childhood maltreatment |
Coping styles; Coping style questionnaire (CSQ; Xiao & Dai, 2018). | None tested | Depression; Center for Epidemiological Studies Depression Scale (CES‐D; Radloff, 1977) |
Multiple mediation model. Bootstrapping (95% CI), PROCESS (Hayes, 2013); Yes |
IEs of child maltreatment on depression though problem solving (b = −0.913), self‐blame (b = 1.307), help‐seeking (b = − 0.493), problem avoidance (b = 0.104) and rationalization (β = 0.158) in the whole group. IEs of child maltreatment on depression though problem solving (b = −0.836), self‐blame (b = 1.261), help‐seeking (b = − 0.517), problem avoidance (b = 0.138) and rationalization (b = 0.173) in the female group. IEs of child maltreatment on depression through problem solving (b = −1.127), self‐blame (b = 1.468) and help‐seeking (b = −0.419) in male participants. Self‐blame had the strongest intervening effect (b = 1.307) in total. No intervening effect identified for fantasy. |
Taylor et al. (2021), USA | College students recruited from a south‐western university. | 504; 64.9%; 19.83 | Cross‐sectional |
ACE questionnaire; Childhood adversity |
Repetitive negative thinking; Perseverative thinking questionnaire (PTQ; Ehring et al., 2011) | Executive control; Attentional control scale (ACS; Derryberry & Reed, 2002) | Anxiety/Worry; Penn state worry questionnaire (PSQW; Meyer et al., 1990) |
Moderated mediation model. Bootstrapping (95% CI), PROCESS; No |
Significant IE of ACES on anxiety symptoms through repetitive negative thinking (b = 1.15, BC 95% CI = [0.64–1.78]). Significant effect of attentional control‐focusing on the relationship between repetitive negative thinking and worry (b = 0.02, p < 0.05, BC 95% CI = [0.004–0.035]). Attentional control moderated the IE of ACEs on worry through repetitive negative thinking (b = 0.02, p < 0.05, BC 95% CI = [0.004–0.035]). |
Wang et al. (2020), China | College students recruited from universities in China. | 404; 53.2%; 20.12 | Cross‐sectional |
CTQ‐SF; Childhood trauma |
Personality Traits‐ Neuroticism; The NEO‐Five Factor Inventory (NEO‐FFI; Costa and McCrae, 1992) | Resilience; Conner‐Davidson Resilience Scale (CD‐RISC; (Connor & Davidson, 2003) | Depression; Beck Depression Inventory–II (BDI‐II; Beck et al., 1996). |
Multiple linear regression (Baron & Kenny, 1986). Bootstrapping (BC; 95% CI), PROCESS Macro (Hayes, 2013); Yes (gender, age) |
Significant IE of childhood trauma on later depression through neuroticism (BC 95% CI [0.094–0.219]. Partial mediation (b = 0.271, p < 0.001). IE of low resilience on the relationship between childhood trauma and neuroticism (IE = 0.146, SE = 0.032, 95% CI = [0.091–0.216]). IE not significant when higher levels of resilience: (IE = 0.028, SE = 0.035, 95% CI = [−0.041–0.094]). |
Watt et al. (2020), USA | Students recruited from a south‐east university in US. | 404; 73.6%; 19.87 | Cross‐sectional |
ACE questionnaire; Childhood trauma (if 4 or >4 ACEs |
Perceived social support; ENRICH Social Support Index (ESSI; Vaglio et al., 2004) | None tested |
Depression; Patient Health Questionnaire (PHQ‐8; Kroenke et al., 2001) Anxiety; General Anxiety Disorder Scale (GAD‐7; Spitzer et al., 2006 |
SEM (using Mplus 7); Yes (age, gender, parents level of education, race or ethnicity) |
IE of ACES (4 or >4) on depression (.789, p = 0.001) and anxiety (0.626, p = 0.002) through perceived social support. |
Wells et al. (2014), USA | Students with no history of psychiatric disorders recruited from the University of Texas. | 155; 53.5%; 18.8 | Cross‐sectional |
CTQ‐SF; Childhood abuse |
Cognitive vulnerability/ information processing bias; Dysfunctional Attitudes Scale (DAS; Weissman & Beck, 1978) Scrambled Sentences Test (SST; Wenzlaff & Bates, 1998) |
None tested |
Depression; CES‐D (Radloff, 1977) (baseline depression scoring) |
Hierarchical linear regression. PRODCLIN programme (MacKinnon et al., 2007) for Significance testing; No |
Effect of childhood abuse on baseline depression non‐significant (β = 0.12, t = 1.48, p = 0.14). Significant mediational effect of child abuse on baseline depression scores through dysfunctional attitudes (95% CI = [0.014–0.0642]). Dysfunctional attitudes mediated the association of emotional maltreatment and depression (BC 95% CI = [0.002–0.087]). No significant effect was found for physical maltreatment Follow up mediation analysis showed that child abuse may contribute to cognitive vulnerability and this may lead to increased symptoms of depression (95% CI = [0.007–1.07]). |
Wilson and Newins (2018), USA | Participants recruited through a mid‐Atlantic public university psychology subject pool. | 336; 70.2%; 22.81 | Cross‐sectional |
CTQ Childhood maltreatment |
Anxiety sensitivity; Anxiety Sensitivity Index‐3 (ASI‐3; Taylor et al., 2007) | None tested | PTSD Checklist for DSM‐5 (PCL‐5; Weathers et al., 2013) |
Bootstrapping (BC; 95% CI), PROCESS Macro (Hayes, 2013); Yes (alcohol dependence, suicidal ideation) |
Significant IE of child maltreatment on PTSD via anxiety sensitivity (β = 0.08, BC 95% CI [0.27–0.131]). DE of child maltreatment remained significant. Alcohol dependence, suicidal ideation entered in the model as covariates. |
Abbreviations: ACE questionnaire, CDC‐Kaiser Permanente Adverse Childhood Experience Questionnaire; Felitti et al., 1998; BC, bias corrected; CI, confidence interval; CTQ, Childhood Trauma Questionnaire (Bernstein & Fink, 1998; Bernstein et al., 2003); CTQ‐SF, Childhood Trauma Questionnaire short form; DI, direct effect; IE, indirect effect; PTSD, post‐traumatic stress disorder.