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Childhood Predictors of Dispositional Forgivingness in Adulthood: A Cross-National Analysis with 22 Countries

Author

Listed:
  • Richard G. Cowden

    (Harvard University
    Harvard T.H. Chan School of Public Health)

  • Everett L. Worthington Jr.

    (Virginia Commonwealth University)

  • Dorota Weziak-Bialowolska

    (Harvard University
    Kozminski University)

  • George Yancey

    (Baylor University
    Baylor University)

  • Charlotte V. O. Witvliet

    (Hope College)

  • Koichiro Shiba

    (Boston University School of Public Health)

  • R. Noah Padgett

    (Harvard University
    Harvard T.H. Chan School of Public Health)

  • Matt Bradshaw

    (Baylor University)

  • Byron R. Johnson

    (Harvard University
    Baylor University
    Baylor University)

  • Tyler J. VanderWeele

    (Harvard University
    Harvard T.H. Chan School of Public Health)

Abstract

A robust body of empirical evidence suggests that forgiveness of others is positively related to individual wellbeing. However, less empirical work has been done to identify the factors that may help children not only forgive better during childhood but also develop into adults who practice forgiveness more consistently. To support a population health agenda aimed at the promotion of forgiveness, further research is needed to identify potential determinants of forgiveness. In this preregistered study, we used the first wave of nationally representative data from 22 countries included in the Global Flourishing Study (N = 202,898) to explore associations of 13 individual characteristics and retrospectively assessed childhood factors with dispositional forgivingness in adulthood. We estimated country-level modified Poisson models in which forgivingness was regressed on all candidate predictors, and then aggregated results for the 11 predictors that were common across countries using a random effects meta-analysis. Risk ratios from the meta-analyses showed that a combination of individual characteristics (e.g., older birth cohort, female gender), early life conditions or experiences (e.g., more frequent religious service attendance, better health, more secure family financial status), and social circumstances or influences when growing up (e.g., higher quality maternal and paternal relationships) were associated with a higher likelihood of forgivingness in adulthood. Associations were somewhat heterogeneous across the countries. Our findings suggest that childhood may be important in shaping forgivingness in adulthood and provide some potential foci for population-level interventions.

Suggested Citation

  • Richard G. Cowden & Everett L. Worthington Jr. & Dorota Weziak-Bialowolska & George Yancey & Charlotte V. O. Witvliet & Koichiro Shiba & R. Noah Padgett & Matt Bradshaw & Byron R. Johnson & Tyler J. V, 2025. "Childhood Predictors of Dispositional Forgivingness in Adulthood: A Cross-National Analysis with 22 Countries," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 20(3), pages 1057-1084, June.
  • Handle: RePEc:spr:ariqol:v:20:y:2025:i:3:d:10.1007_s11482-025-10451-z
    DOI: 10.1007/s11482-025-10451-z
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    References listed on IDEAS

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    1. repec:osf:osfxxx:r2s78_v1 is not listed on IDEAS
    2. Loren Toussaint & Everett L. Worthington & Jon R. Webb & Colwick Wilson & David R. Williams, 2023. "Forgiveness in Human Flourishing," Springer Books, in: Mireia Las Heras & Marc Grau Grau & Yasin Rofcanin (ed.), Human Flourishing, pages 117-131, Springer.
    3. Richard G. Cowden & Deborah Skinstad & Tim Lomas & Byron R. Johnson & Tyler J. VanderWeele, 2025. "Measuring wellbeing in the Global Flourishing Study: insights from a cross-national analysis of cognitive interviews from 22 countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(1), pages 575-597, February.
    4. Mathur, Maya B & VanderWeele, Tyler, 2020. "Robust metrics and sensitivity analyses for meta-analyses of heterogeneous effects," OSF Preprints r2s78, Center for Open Science.
    5. Viechtbauer, Wolfgang, 2010. "Conducting Meta-Analyses in R with the metafor Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 36(i03).
    6. VanderWeele, T.J., 2018. "Is Forgiveness a Public Health Issue?," American Journal of Public Health, American Public Health Association, vol. 108(2), pages 189-190.
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