Adverse childhood experiences and resilience among adult women: A population-based study

Hilda Björk Daníelsdóttir, Thor Aspelund, Edda Bjork Thordardottir, Katja Fall, Fang Fang, Gunnar Tómasson, Harpa Rúnarsdóttir, Qian Yang, Karmel W Choi, Beatrice Kennedy, Thorhildur Halldorsdottir, Donghao Lu, Huan Song, Jóhanna Jakobsdóttir, Arna Hauksdóttir, Unnur Anna Valdimarsdóttir, Hilda Björk Daníelsdóttir, Thor Aspelund, Edda Bjork Thordardottir, Katja Fall, Fang Fang, Gunnar Tómasson, Harpa Rúnarsdóttir, Qian Yang, Karmel W Choi, Beatrice Kennedy, Thorhildur Halldorsdottir, Donghao Lu, Huan Song, Jóhanna Jakobsdóttir, Arna Hauksdóttir, Unnur Anna Valdimarsdóttir

Abstract

Background: Adverse childhood experiences (ACEs) have consistently been associated with elevated risk of multiple adverse health outcomes, yet their contribution to coping ability and psychiatric resilience in adulthood is unclear.

Methods: Cross-sectional data were derived from the ongoing Stress-And-Gene-Analysis cohort, representing 30% of the Icelandic nationwide female population, 18-69 years. Participants in the current study were 26,198 women with data on 13 ACEs measured with the ACE-International Questionnaire. Self-reported coping ability was measured with the Connor-Davidson Resilience Scale and psychiatric resilience was operationalized as absence of psychiatric morbidity. Generalized linear regression assuming normal or Poisson distribution were used to assess the associations of ACEs with coping ability and psychiatric resilience controlling for multiple confounders.

Results: Number of ACEs was inversely associated with adult resilience in a dose-dependent manner; every 1SD unit increase in ACE scores was associated with both lower levels of coping ability (β = -0.14; 95% CI-0.15,-0.13) and lower psychiatric resilience (β = -0.28; 95% CI-0.29,-0.27) in adulthood. Compared to women with 0 ACEs, women with ≥5 ACEs had 36% lower prevalence of high coping ability (PR = 0.64, 95% CI 0.59,0.70) and 58% lower prevalence of high psychiatric resilience (PR = 0.42; 95% CI 0.39,0.45). Specific ACEs including emotional neglect, bullying, sexual abuse and mental illness of household member were consistently associated with reduced adult resilience. We observed only slightly attenuated associations after controlling for adult socioeconomic factors and social support in adulthood.

Conclusions: Cumulative ACE exposure is associated with lower adult resilience among women, independent of adult socioeconomic factors and social support, indicating that adult resilience may be largely determined in childhood.

Funding: This work was supported by the European Research Council (Consolidator grant; UAV, grant number 726413), and the Icelandic Center for Research (Grant of excellence; UAV, grant number 163362-051). HBD was supported by a doctoral grant from the University of Iceland Research Fund.

Keywords: SAGA; adverse childhood experiences; child maltreatment; coping ability; epidemiology; global health; human; resilience; women's health.

Conflict of interest statement

HD, TA, ET, KF, FF, GT, HR, QY, KC, BK, TH, DL, HS, JJ, AH, UV No competing interests declared

© 2022, Daníelsdóttir et al.

Figures

Figure 1.. Associations between different types of…
Figure 1.. Associations between different types of ACEs and perceived coping ability (A) and psychiatric resilience (B) (β and 95% CI).
Models were corrected for age, childhood deprivation, educational level, civil status, employment status, income and mutually adjusted for other ACEs. *Coefficients are standardized.
Figure 2.. Prevalence Ratios (with 95% CI)…
Figure 2.. Prevalence Ratios (with 95% CI) of high perceived coping ability (A) and high psychiatric resilience (B) in relation to individual ACEs.
Models were corrected for age, childhood deprivation, educational level, civil status, employment status, income and mutually adjusted for other ACEs.
Appendix 1—figure 1.. Sociodemographic characteristics of SAGA…
Appendix 1—figure 1.. Sociodemographic characteristics of SAGA participants vs. the general female population of Iceland (see further: https://www.afallasaga.is/nidurstodur).
Appendix 1—figure 2.. Flow-chart of the analytic…
Appendix 1—figure 2.. Flow-chart of the analytic sample.
Appendix 1—figure 3.. Proposed causal model with…
Appendix 1—figure 3.. Proposed causal model with alternative pathways of how ACEs could influence resilience in adulthood.
Note: Boxes in green indicate potential confounders of the association between ACEs and adult resilience, whereas boxes in red indicate potential mediators of the association.
Appendix 1—figure 4.. Flow-chart of the analytic…
Appendix 1—figure 4.. Flow-chart of the analytic sample (complete case analysis).
Appendix 1—figure 5.. Associations between different types…
Appendix 1—figure 5.. Associations between different types of ACEs and perceived coping ability (A) and psychiatric resilience (B) (β and 95% CI).
Models were corrected for age, childhood deprivation, education level, civil status, employment status and income. *Coefficients are standardized.
Appendix 1—figure 6.. Prevalence Ratios (with 95%…
Appendix 1—figure 6.. Prevalence Ratios (with 95% CI) of high perceived coping ability (A) and high psychiatric resilience (B) in relation to individual ACEs.
Models were corrected for age, childhood deprivation, education level, civil status, employment status and income.
Appendix 1—figure 7.. Associations between different types…
Appendix 1—figure 7.. Associations between different types of ACEs and perceived coping ability (A) and psychiatric resilience (B) (β and 95% CI), complete case analyses (n = 19,637).
Models were corrected for age, childhood deprivation, educational level, civil status, employment status, income and mutually adjusted for other ACEs. *Coefficients are standardized.
Appendix 1—figure 8.. Prevalence Ratios (with 95%…
Appendix 1—figure 8.. Prevalence Ratios (with 95% CI) of high perceived coping ability (A) and high psychiatric resilience (B) in relation to individual ACEs, complete case analyses (n = 19,637).
Models were corrected for age, childhood deprivation, educational level, civil status, employment status, income and mutually adjusted for other ACEs.

References

    1. Anda RF, Felitti VJ, Bremner JD, Walker JD, Whitfield C, Perry BD, Dube SR, Giles WH. The enduring effects of abuse and related adverse experiences in childhood A convergence of evidence from neurobiology and epidemiology. European Archives of Psychiatry and Clinical Neuroscience. 2006;256:174–186. doi: 10.1007/s00406-005-0624-4.
    1. Arseneault L, Cannon M, Fisher HL, Polanczyk G, Moffitt TE, Caspi A. Childhood trauma and children’s emerging psychotic symptoms: A genetically sensitive longitudinal cohort study. The American Journal of Psychiatry. 2011;168:65–72. doi: 10.1176/appi.ajp.2010.10040567.
    1. Bellis MA, Lowey H, Leckenby N, Hughes K, Harrison D. Adverse childhood experiences: retrospective study to determine their impact on adult health behaviours and health outcomes in a UK population. Journal of Public Health. 2014;36:81–91. doi: 10.1093/pubmed/fdt038.
    1. Bellis MA, Hughes K, Leckenby N, Hardcastle KA, Perkins C, Lowey H. Measuring mortality and the burden of adult disease associated with adverse childhood experiences in England: a national survey. Journal of Public Health. 2015;37:445–454. doi: 10.1093/pubmed/fdu065.
    1. Bellis M, Hughes K, Hardcastle K, Ashton K, Ford K, Quigg Z, Davies A. The impact of adverse childhood experiences on health service use across the life course using a retrospective cohort study. Journal of Health Services Research & Policy. 2017;22:168–177. doi: 10.1177/1355819617706720.
    1. Blevins CA, Weathers FW, Davis MT, Witte TK, Domino JL. The Posttraumatic Stress Disorder Checklist for DSM-5 (PCL-5): Development and Initial Psychometric Evaluation. Journal of Traumatic Stress. 2015;28:489–498. doi: 10.1002/jts.22059.
    1. Bovin MJ, Marx BP, Weathers FW, Gallagher MW, Rodriguez P, Schnurr PP, Keane TM. Psychometric properties of the PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders-Fifth Edition (PCL-5) in veterans. Psychological Assessment. 2016;28:1379–1391. doi: 10.1037/pas0000254.
    1. Bush K, Kivlahan DR, McDonell MB, Fihn SD, Bradley KA. The AUDIT alcohol consumption questions (AUDIT-C): an effective brief screening test for problem drinking Ambulatory Care Quality Improvement Project (ACQUIP) Alcohol Use Disorders Identification Test. Archives of Internal Medicine. 1998;158:1789–1795. doi: 10.1001/archinte.158.16.1789.
    1. Campbell-Sills L, Stein MB. Psychometric analysis and refinement of the Connor-davidson Resilience Scale (CD-RISC): Validation of a 10-item measure of resilience. Journal of Traumatic Stress. 2007;20:1019–1028. doi: 10.1002/jts.20271.
    1. Campbell-Sills L, Forde DR, Stein MB. Demographic and childhood environmental predictors of resilience in a community sample. Journal of Psychiatric Research. 2009;43:1007–1012. doi: 10.1016/j.jpsychires.2009.01.013.
    1. Choi KW, Stein MB, Dunn EC, Koenen KC, Smoller JW. Genomics and psychological resilience: a research agenda. Molecular Psychiatry. 2019;24:1770–1778. doi: 10.1038/s41380-019-0457-6.
    1. Connor KM, Davidson JRT. Development of a new resilience scale: the Connor-Davidson Resilience Scale (CD-RISC) Depression and Anxiety. 2003;18:76–82. doi: 10.1002/da.10113.
    1. Copeland WE, Shanahan L, Hinesley J, Chan RF, Aberg KA, Fairbank JA, van den Oord EJCG, Costello EJ. Association of Childhood Trauma Exposure With Adult Psychiatric Disorders and Functional Outcomes. JAMA Network Open. 2018;1:e184493. doi: 10.1001/jamanetworkopen.2018.4493.
    1. DuMont KA, Widom CS, Czaja SJ. Predictors of resilience in abused and neglected children grown-up: the role of individual and neighborhood characteristics. Child Abuse & Neglect. 2007;31:255–274. doi: 10.1016/j.chiabu.2005.11.015.
    1. Fisher DM, Law RD. How to Choose a Measure of Resilience: An Organizing Framework for Resilience Measurement. Applied Psychology. 2020;70:643–673. doi: 10.1111/apps.12243.
    1. Garmezy N. The Study of Competence in Children at Risk for Severe Psychopathology, The Child in His Family: Children at Psychiatric Risk. John Wiley & Sons; 1974.
    1. Garmezy N. In: Risk and Protective Factors in the Development of Psychopathology. Masten AS, Cicchetti D, editors. Cambridge University Press; 1990. A closing note: Reflections on the future; pp. 527–534.
    1. Germain A, Hall M, Krakow B, Katherine Shear M, Buysse DJ. A brief sleep scale for Posttraumatic Stress Disorder: Pittsburgh Sleep Quality Index Addendum for PTSD. Journal of Anxiety Disorders. 2005;19:233–244. doi: 10.1016/j.janxdis.2004.02.001.
    1. Green JG, McLaughlin KA, Berglund PA, Gruber MJ, Sampson NA, Zaslavsky AM, Kessler RC. Childhood adversities and adult psychiatric disorders in the national comorbidity survey replication I: associations with first onset of DSM-IV disorders. Archives of General Psychiatry. 2010;67:113–123. doi: 10.1001/archgenpsychiatry.2009.186.
    1. Hardt J, Rutter M. Validity of adult retrospective reports of adverse childhood experiences: review of the evidence. Journal of Child Psychology and Psychiatry, and Allied Disciplines. 2004;45:260–273. doi: 10.1111/j.1469-7610.2004.00218.x.
    1. Holmes MR, Yoon S, Voith LA, Kobulsky JM, Steigerwald S. Resilience in physically abused children: protective factors for aggression. Behavioral Sciences. 2015;5:176–189. doi: 10.3390/bs5020176.
    1. Hughes K, Bellis MA, Hardcastle KA, Sethi D, Butchart A, Mikton C, Jones L, Dunne MP. The effect of multiple adverse childhood experiences on health: a systematic review and meta-analysis. The Lancet. Public Health. 2017;2:e356–e366. doi: 10.1016/S2468-2667(17)30118-4.
    1. Kalisch R, Baker DG, Basten U, Boks MP, Bonanno GA, Brummelman E, Chmitorz A, Fernàndez G, Fiebach CJ, Galatzer-Levy I, Geuze E, Groppa S, Helmreich I, Hendler T, Hermans EJ, Jovanovic T, Kubiak T, Lieb K, Lutz B, Müller MB, Murray RJ, Nievergelt CM, Reif A, Roelofs K, Rutten BPF, Sander D, Schick A, Tüscher O, Diest IV, Harmelen A, Veer IM, Vermetten E, Vinkers CH, Wager TD, Walter H, Wessa M, Wibral M, Kleim B. The resilience framework as a strategy to combat stress-related disorders. Nature Human Behaviour. 2017;1:784–790. doi: 10.1038/s41562-017-0200-8.
    1. Kessler RC, McLaughlin KA, Green JG, Gruber MJ, Sampson NA, Zaslavsky AM, Aguilar-Gaxiola S, Alhamzawi AO, Alonso J, Angermeyer M, Benjet C, Bromet E, Chatterji S, de Girolamo G, Demyttenaere K, Fayyad J, Florescu S, Gal G, Gureje O, Haro JM, Hu C-Y, Karam EG, Kawakami N, Lee S, Lépine J-P, Ormel J, Posada-Villa J, Sagar R, Tsang A, Ustün TB, Vassilev S, Viana MC, Williams DR. Childhood adversities and adult psychopathology in the WHO World Mental Health Surveys. The British Journal of Psychiatry. 2010;197:378–385. doi: 10.1192/bjp.bp.110.080499.
    1. Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. Journal of General Internal Medicine. 2001;16:606–613. doi: 10.1046/j.1525-1497.2001.016009606.x.
    1. Kroenke K, Spitzer RL, Williams JBW, Löwe B. The Patient Health Questionnaire Somatic, Anxiety, and Depressive Symptom Scales: a systematic review. General Hospital Psychiatry. 2010;32:345–359. doi: 10.1016/j.genhosppsych.2010.03.006.
    1. Löwe B, Decker O, Müller S, Brähler E, Schellberg D, Herzog W, Herzberg PY. Validation and standardization of the Generalized Anxiety Disorder Screener (GAD-7) in the general population. Medical Care. 2008;46:266–274. doi: 10.1097/MLR.0b013e318160d093.
    1. Luthar SS, Cicchetti D, Becker B. The construct of resilience: a critical evaluation and guidelines for future work. Child Development. 2000;71:543–562. doi: 10.1111/1467-8624.00164.
    1. Luthar SS. In: Developmental Psychopathology: Risk, Disorder, and Adaptation. Luthar SS, editor. John Wiley & Sons, Inc; 2006. Resilience in development: A synthesis of research across five decades; pp. 739–795.
    1. Luthar SS, Grossman EJ, Small PJ. In: Handbook of Child Psychology and Developmental Science: Socioemotional Processes. Luthar SS, editor. John Wiley & Sons, Inc; 2015. Resilience and adversity; pp. 247–286.
    1. Masten AS, Best KM, Garmezy N. Resilience and development: Contributions from the study of children who overcome adversity. Development and Psychopathology. 2008;2:425–444. doi: 10.1017/S0954579400005812.
    1. McGloin JM, Widom CS. Resilience among abused and neglected children grown up. Development and Psychopathology. 2001;13:1021–1038. doi: 10.1017/s095457940100414x.
    1. Mersky JP, Topitzes J. Comparing early adult outcomes of maltreated and non-maltreated children: A prospective longitudinal investigation. Children and Youth Services Review. 2010;32:1086–1096. doi: 10.1016/j.childyouth.2009.10.018.
    1. Nishimi K, Choi KW, Davis KA, Powers A, Bradley B, Dunn EC. Features of Childhood Maltreatment and Resilience Capacity in Adulthood: Results from a Large Community-Based Sample. Journal of Traumatic Stress. 2020;33:665–676. doi: 10.1002/jts.22543.
    1. Nishimi K, Choi KW, Cerutti J, Powers A, Bradley B, Dunn EC. Measures of adult psychological resilience following early-life adversity: how congruent are different measures? Psychological Medicine. 2021;51:2637–2646. doi: 10.1017/S0033291720001191.
    1. Petruccelli K, Davis J, Berman T. Adverse childhood experiences and associated health outcomes: A systematic review and meta-analysis. Child Abuse & Neglect. 2019;97:104127. doi: 10.1016/j.chiabu.2019.104127.
    1. Radford L, Corral S, Bradley C, Fisher HL. The prevalence and impact of child maltreatment and other types of victimization in the UK: findings from a population survey of caregivers, children and young people and young adults. Child Abuse & Neglect. 2013;37:801–813. doi: 10.1016/j.chiabu.2013.02.004.
    1. Reuben A, Moffitt TE, Caspi A, Belsky DW, Harrington H, Schroeder F, Hogan S, Ramrakha S, Poulton R, Danese A. Lest we forget: comparing retrospective and prospective assessments of adverse childhood experiences in the prediction of adult health. Journal of Child Psychology and Psychiatry, and Allied Disciplines. 2016;57:1103–1112. doi: 10.1111/jcpp.12621.
    1. Rutter M. In: Risk and Protective Factors in the Development of Psychopathology. Rolf J, Masten AS, Cicchetti D, Nüchterlein KH, Weintraub S, editors. Cambridge University Press; 1990. Psychosocial resilience and protective mechanisms; pp. 181–214.
    1. Rutter M. Implications of resilience concepts for scientific understanding. Annals of the New York Academy of Sciences. 2006;1094:1–12. doi: 10.1196/annals.1376.002.
    1. Sheerin CM, Stratton KJ, Amstadter AB. Exploring resilience models in a sample of combat-exposed military service members and veterans: a comparison and commentary. Eur J Psychotraumatology. 2018;9:1486121. doi: 10.1080/20008198.2018.1486121.
    1. Southwick SM, Bonanno GA, Masten AS, Panter-Brick C, Yehuda R. Resilience definitions, theory, and challenges: interdisciplinary perspectives. European Journal of Psychotraumatology. 2014;5:25338. doi: 10.3402/ejpt.v5.25338.
    1. Southwick SM, Sippel L, Krystal J, Charney D, Mayes L, Pietrzak R. Why are some individuals more resilient than others: the role of social support. World Psychiatry. 2016;15:77–79. doi: 10.1002/wps.20282.
    1. Spitzer RL, Kroenke K, Williams JBW, Löwe B. A brief measure for assessing generalized anxiety disorder: the GAD-7. Archives of Internal Medicine. 2006;166:1092–1097. doi: 10.1001/archinte.166.10.1092.
    1. Stein MB, Choi KW, Jain S, Campbell-Sills L, Chen C-Y, Gelernter J, He F, Heeringa SG, Maihofer AX, Nievergelt C, Nock MK, Ripke S, Sun X, Kessler RC, Smoller JW, Ursano RJ. Genome-wide analyses of psychological resilience in U.S. Army soldiers. American Journal of Medical Genetics. Part B, Neuropsychiatric Genetics. 2019;180:310–319. doi: 10.1002/ajmg.b.32730.
    1. Topitzes J, Mersky JP, Dezen KA, Reynolds AJ. Adult Resilience among Maltreated Children: A Prospective Investigation of Main Effect and Mediating Models. Children and Youth Services Review. 2013;35:937–949. doi: 10.1016/j.childyouth.2013.03.004.
    1. van Buuren S. Flexible Imputation of Missing Data, Second Edition. CRC Press; 2019.
    1. Weathers FW, Litz BT, Keane TM, Palmieri PA, Marx BP, Schnurr PP. The ptsd checklist for dsm-5 (pcl-5) Scale Available Natl Cent PTSD 2013
    1. Werner EE. High-risk children in young adulthood: a longitudinal study from birth to 32 years. The American Journal of Orthopsychiatry. 1989;59:72–81.
    1. WHO Adverse Childhood Experiences International Questionnaire (ACE-IQ) World Health Organization. 2021
    1. Widom CS, Shepard RL. Accuracy of adult recollections of childhood victimization: Part 1. Childhood physical abuse. Psychological Assessment. 1996;8:412–421. doi: 10.1037/1040-3590.8.4.412.
    1. Widom CS, Morris S. Accuracy of adult recollections of childhood victimization, Part 2: Childhood sexual abuse. Psychological Assessment. 1997;9:34–46. doi: 10.1037/1040-3590.9.1.34.
    1. Williams S, MacMillan H, Jamieson E. The potential benefits of remaining in school on the long-term mental health functioning of physically and sexually abused children: beyond the academic domain. The American Journal of Orthopsychiatry. 2006;76:18–22. doi: 10.1037/0002-9432.76.1.18.
    1. Wortmann JH, Jordan AH, Weathers FW, Resick PA, Dondanville KA, Hall-Clark B, Foa EB, Young-McCaughan S, Yarvis JS, Hembree EA, Mintz J, Peterson AL, Litz BT. Psychometric analysis of the PTSD Checklist-5 (PCL-5) among treatment-seeking military service members. Psychological Assessment. 2016;28:1392–1403. doi: 10.1037/pas0000260.
    1. Zimet GD, Dahlem NW, Zimet SG, Farley GK. The Multidimensional Scale of Perceived Social Support. Journal of Personality Assessment. 1988;52:30–41. doi: 10.1207/s15327752jpa5201_2.

Source: PubMed

3
購読する