Changes in Adaptive Resources and Postpartum Distress: A Longitudinal Study from Pregnancy to Early Motherhood
DOI:
https://doi.org/10.5708/EJMH.21.2026.0064Keywords:
postpartum distress, pregnancy, Healthy Adult strengths, selfregulation, adaptive resourcesAbstract
Introduction: The transition from pregnancy to early motherhood may increase vulnerability to psychological distress. Although prenatal distress and interpersonal support are established correlates of postpartum adjustment, less is known about broader adaptive strengths and their changes over time.
Aim: This longitudinal study examined whether Healthy Adult mode strengths during pregnancy and changes in these strengths were associated with postpartum psychological distress beyond prenatal distress, perceived social support, relationship satisfaction, age, and education.
Methods: The analytical sample comprised 102 women assessed during pregnancy (T1) and six weeks to six months postpartum (T2). Psychological distress was measured with the Depression Anxiety Stress Scales, and adaptive functioning with four domains of Bernstein’s Strengths Scale: Selfdirectedness, Self-regulation, Connectedness, and Transcendence. Five-step hierarchical regression models examined baseline strengths and T2–T1 change scores.
Results: Self-directedness and Self-regulation declined significantly from T1 to T2, whereas distress did not change significantly at the group level. Prenatal distress alone explained 28.4% of the variance in postpartum distress. Baseline Self-directedness, Self-regulation, Connectedness, and Transcendence were associated with lower postpartum distress, βs = −.28 to −.35. Strength-change scores explained an additional 3.1% for Self-directedness, 10.7% for Self-regulation, and 3.9% for Connectedness, but only 1.8% for Transcendence, which was nonsignificant. Final models explained 38.7%–47.0% of postpartum distress variance; the Self-regulation model was strongest, R² = .470, adjusted R² = .431.
Conclusions: Postpartum distress was associated with prenatal distress, baseline adaptive resources, and concurrent changes in selected strengths. These findings are preliminary and do not establish temporal or causal effects.
References
Ainsworth, M. D. S., Blehar, M. C., Waters, E., & Wall, S. (1978). Patterns of attachment: A psychological study of the strange situation. Erlbaum.
Babu, M. S., Chan, S. J., Ein-Dor, T., & Dekel, S. (2022). Traumatic childbirth during COVID-19 triggers maternal psychological growth and in turn better mother–infant bonding. Journal of Affective Disorders, 313, 163–166.
https://doi.org/10.1016/j.jad.2022.06.076
Berman, Z., Thiel, F., Dishy, G. A., Chan, S. J., & Dekel, S. (2021). Maternal psychological growth following childbirth. Archives of Women’s Mental Health, 24, 313–320.
https://doi.org/10.1007/s00737-020-01053-9
Bernstein, D. P. (2021). Building strengths in therapy: The comprehensive guide to using the Complete iModes system. iModes.
Bowlby, J. (1982). Attachment and loss: Vol. 1. Attachment (2nd ed.). Basic Books. (Original work published 1969)
Brandão, T., Ribeiro, A. C., Griff, M. I., Babore, A., & Diniz, E. (2024). Social support and postpartum depressive symptoms in Portuguese women: The mediating role of emotion regulation difficulties. Journal of Clinical Medicine, 13(23), Article 7150.
https://doi.org/10.3390/jcm13237150
Brenning, K., & Soenens, B. (2017). A self-determination theory perspective on postpartum depressive symptoms and early parenting behaviors. Journal of Clinical Psychology, 73(12), 1729–1743.
https://doi.org/10.1002/jclp.22480
Cheadle, A. C. D., Dunkel Schetter, C., & Community Child Health Network (CCHN). (2018). Mastery, self-esteem, and optimism mediate the link between religiousness and spirituality and postpartum depression. Journal of Behavioral Medicine, 41(5), 711–721.
https://doi.org/10.1007/s10865-018-9941-8
Cheadle, A. C. D., Dunkel Schetter, C., Gaines Lanzi, R., Reed Vance, M., Sahadeo, L. S., & Shalowitz, M. U., Vance, M., Minkovitz, C. S., O’Campo, P., Schafer, P., Sankofa, N., Walton, K., Wagenaar, K., Shalowitz, M., Adam, E., Duncan, G., Schoua-Glusberg, A., McKinney, C., … Fuentes-Afflick, E. (2015). Spiritual and religious resources in African American women: Protection from depressive symptoms after childbirth. Clinical Psychological Science, 3(2), 283–291.
https://doi.org/10.1177/2167702614531581
Dennis, C.-L., & Letourneau, N. (2007). Global and relationship-specific perceptions of support and the development of postpartum depressive symptomatology. Social Psychiatry and Psychiatric Epidemiology, 42, 389–395.
https://doi.org/10.1007/s00127-007-0172-5
Falah-Hassani, K., Shiri, R., & Dennis, C.-L. (2017). The prevalence of antenatal and postnatal co-morbid anxiety and depression: A meta-analysis. Psychological Medicine, 47(12), 2041–2053.
https://doi.org/10.1017/S0033291717000617
Fawcett, E. J., Fairbrother, N., Cox, M. L., White, I. R., & Fawcett, J. M. (2019). The prevalence of anxiety disorders during pregnancy and the postpartum period: A multivariate Bayesian meta-analysis. Journal of Clinical Psychiatry, 80(4), Article 18r12527.
https://doi.org/10.4088/JCP.18r12527
Gauthier, L., Guay, F., Senécal, C., & Pierce, T. (2010). Women’s depressive symptoms during the transition to motherhood: The role of competence, relatedness, and autonomy. Journal of Health Psychology, 15(8), 1145–1156.
https://doi.org/10.1177/1359105310364170
Haga, S. M., Ulleberg, P., Slinning, K., Kraft, P., Steen, T. B., & Staff, A. (2012). A longitudinal study of postpartum depressive symptoms: multilevel growth curve analyses of emotion regulation strategies, breastfeeding self-efficacy, and social support. Archives of Women's Mental Health, 15(3), 175–184.
https://doi.org/10.1007/s00737-012-0274-2
Handelzalts, J. E., Stringer, M. K., Menke, R. A., & Muzik, M. (2020). The association of religion and spirituality with postpartum mental health in women with childhood maltreatment histories. Journal of Child and Family Studies, 29, 502–513.
https://doi.org/10.1007/s10826-019-01595-2
Hendrick, S. S. (1988). A generic measure of relationship satisfaction. Journal of Marriage and the Family, 50(1), 93–98.
https://doi.org/10.2307/352430
Horváth, Zs. (2022). Depresszió szorongás stressz kérdőív [Depression Anxiety Stress Scale, DASS]. In Zs. Horváth, R. Urbán, Gy. Kökönyei, & Zs. Demetrovics (Eds.), Kérdőíves módszerek a klinikai és egészségpszichológiai kutatásban és gyakorlatban (pp. 415–421). Medicina Könyvkiadó.
Kingston, D., Tough, S., & Whitfield, H. (2012). Prenatal and postpartum maternal psychological distress and infant development: A systematic review. Child Psychiatry & Human Development, 43, 683–714.
https://doi.org/10.1007/s10578-012-0291-4
Kozinszky, Z., Dudas, R. B., Csatordai, S., Devosa, I., Tóth, E., Szabó, D., Sikovanyecz, J., Zádori, J., Barabás, K., & Pál, A. (2011). Social dynamics of postpartum depression: A population-based screening in South-Eastern Hungary. Social Psychiatry and Psychiatric Epidemiology, 46, 413–423.
https://doi.org/10.1007/s00127-010-0206-2
Kozinszky, Z., Dudas, R. B., Devosa, I., Csatordai, S., Tóth, E., Szabó, D., Sikovanyecz, J., Barabás, K., & Pál, A. (2012). Can a brief antepartum preventive group intervention help reduce postpartum depressive symptomatology? Psychotherapy and Psychosomatics, 81(2), 98–107.
https://doi.org/10.1159/000330035
Leahy-Warren, P., McCarthy, G., & Corcoran, P. (2012). First-time mothers: Social support, maternal parental self-efficacy and postnatal depression. Journal of Clinical Nursing, 21(3–4), 388–397.
https://doi.org/10.1111/j.1365-2702.2011.03701.x
Lefkovics, E., Rigó, J., Jr, Kovács, I., Talabér, J., Szita, B., Kecskeméti, A., Szabó, L., Somogyvári, Z., & Baji, I. (2018). Effect of maternal depression and anxiety on mother's perception of child and the protective role of social support. Journal of Reproductive and Infant Psychology, 36(4), 434–448.
https://doi.org/10.1080/02646838.2018.1475726
Lovibond, S. H., & Lovibond, P. F. (1995). Manual for the Depression Anxiety Stress Scales (2nd ed.). Psychology Foundation of Australia.
Martos, T., Sallay, V., Szabó, T., Lakatos, C., & Tóth-Vajna, R. (2014). A Kapcsolati Elégedettség Skála magyar változatának (RAS-H) pszichometriai jellemzői [Psychometric characteristics of the Hungarian version of the Relationship Assessment Scale (RAS-H)]. Mentálhigiéné és Pszichoszomatika, 15(3), 245–258.
https://doi.org/10.1556/mental.15.2014.3.6
Miklósi, M., Vajsz, K., Oláh, S., Nagy, V., & Szabó, B. (2024). An investigation of Bernstein’s Strengths Scale: Factorial validity and network analysis of attention-deficit/hyperactivity symptoms, mental health, and the strengths of the healthy adult self. BMC Psychiatry, 24, Article 725.
https://doi.org/10.1186/s12888-024-06156-6
Nagy, E., Molnar, P., Pal, A., & Orvos, H. (2011). Prevalence rates and socioeconomic characteristics of post-partum depression in Hungary. Psychiatry Research, 185(1– 2), 113–120.
https://doi.org/10.1016/j.psychres.2010.05.005
Nishi, D., & Usuda, K. (2017). Psychological growth after childbirth: An exploratory prospective study. Journal of Psychosomatic Obstetrics & Gynecology, 38(2), 87–93.
https://doi.org/10.1080/0167482X.2016.1233170
O’Hara, M. W., & McCabe, J. E. (2013). Postpartum depression: Current status and future directions. Annual Review of Clinical Psychology, 9, 379–407.
https://doi.org/10.1146/annurev-clinpsy-050212-185612
Papp-Zipernovszky, O., Kékesi, M. Z., & Jámbori, S. (2017). A Multidimenzionális Észlelt Társas Támogatás Kérdőív magyar nyelvű validálása [Hungarian validation of the Multidimensional Scale of Perceived Social Support]. Mentálhigiéné és Pszichoszomatika, 18(3), 230–262.
Seligman, M. E. P., & Csikszentmihalyi, M. (2000). Positive psychology: An introduction. American Psychologist, 55(1), 5–14.
https://doi.org/10.1037/0003-066X.55.1.5
Slomian, J., Honvo, G., Emonts, P., Reginster, J.-Y., & Bruyère, O. (2019). Consequences of maternal postpartum depression: A systematic review of maternal and infant outcomes. Women’s Health, 15, Article 1745506519844044.
https://doi.org/10.1177/1745506519844044
Vasvári, S., & Miklósi, M. (2025). Protective factors of prenatal depression, anxiety and stress: A network analysis of Bernstein’s strengths model. Frontiers in Psychiatry, 16, Article 1572142.
https://doi.org/10.3389/fpsyt.2025.1572142
Verhelst, P., Sels, L., Lemmens, G. M. D., & Verhofstadt, L. L. (2024). The role of emotion regulation in perinatal depression and anxiety: A systematic review. BMC Psychology, 12, Article 529.
https://doi.org/10.1186/s40359-024-02033-9
Wang, Z., Liu, J., Shuai, H., Cai, Z., Fu, X., Liu, Y., Xiao, X., Zhang, W., Krabbendam, E., Liu, S., Liu, Z., Li, Z., & Yang, B. X. (2021). Mapping global prevalence of depression among postpartum women. Translational Psychiatry, 11, Article 543.
https://doi.org/10.1038/s41398-021-01663-6
Xu, M., Luo, Y., Huang, Y., Liu, Y. & Ding, L. (2026) Risk factors for postpartum depression: An umbrella review. Frontiers in Public Health, 13, Article 1714668.
https://doi.org/10.3389/fpubh.2025.1714668
Zimet, G. D., Dahlem, N. W., Zimet, S. G. & Farley, G. K. (1988). The Multidimensional Scale of Perceived Social Support. Journal of Personality Assessment, 52(1), 30–41.




