Safe, Stable, Nurturing Relationships as a Moderator of Intergenerational Continuity of Child Maltreatment: A Meta-Analysis
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PURPOSE: The present paper summarizes findings of the special issue papers on the intergenerational continuity of child maltreatment and through meta-analysis explores the potential moderating effects of safe, stable, nurturing relationships (SSNRs). METHODS: Studies were selected for inclusion in this meta-analysis if they (1) were published in peer-reviewed journals; (2) tested for intergenerational continuity in any form of child maltreatment, using prospective, longitudinal data; and (3) tested for moderating effects of any variable of SSNRs on intergenerational continuity of child maltreatment. The search revealed only one additional study beyond the four reports written for this special issue that met inclusion criteria for the meta-analysis. RESULTS: Estimates of intergenerational stability of child maltreatment from the studies included in this special issue are consistent with several other studies, which find that child maltreatment in one generation is positively related to child maltreatment in the next generation. Furthermore, meta-analytic results from the five studies that met the inclusion criteria suggest a protective, moderating effect of SSNRs on intergenerational continuity of child maltreatment. The calculated fail-safe index indicated that 49 unpublished intergenerational studies with an average null effect would be required to render nonsignificant the overall moderation effect of SSNRs on child maltreatment. CONCLUSIONS: This special issue expanded the examination of SSNRs beyond the caregiver-child dyad. That is, these studies considered SSNRs in adult relationships as well as parent-child relationships. Results suggest that certain types of SSNRs between parents and other adults (e.g., romantic partner, co-parent, or adult social support resource) may decrease maltreatment continuity.
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Schofield et al. (2013) found a strong association between child maltreatment in G1 and subsequent maltreatment of G2, and identified safe, stable, and nurturing relationships as protective moderators on the intergenerational continuity of maltreatment.
“They found a strong association between child maltreatment in G1 and subsequent maltreatment of G2. However, they then went on to identify safe, stable, and nurturing relationships as protective moderators on the intergenerational continuity of maltreatment despite different measures and conceptualizations of safe, stable, and nurturing relationships in the included studies.”
From What Are the Mechanisms Underpinning Intergenerational Transmission of Violence Perpetration? A Realist Review (2026) · cites this paper as Schofield et al., 2013
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredSensitive, stable, and secure relationships can break the cycle of abuse.
“A recent meta-analysis [21] confirmed that sensitive, stable, and secure relationships can break the cycle of abuse.”
From Psychoanalytic Interventions with Abusive Parents: An Opportunity for Children’s Mental Health (2022) · cites this paper as [21]
The Results (Meta-analysis of the Moderating Role of SSNRs; page unavailable) find a protective association between safe, stable, nurturing relationships and intergenerational child maltreatment. But the Discussion says the nonexperimental studies cannot establish causality and that five studies are too few for firm conclusions, so the meta-analysis does not confirm that these relationships can break the cycle. (LLM, conf=0.88)
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Cites
Kytle, J., & Bandura, A. (1978) · Contemporary Sociology · doi:10.2307/2065952 · Cited by 25,422 · see citing works
Stroup, D. F. (2000) · JAMA · doi:10.1001/jama.283.15.2008 · Cited by 20,623 · see citing works
The Construct of Resilience: A Critical Evaluation and Guidelines for Future Work
Luthar, S. S., Cicchetti, D., & Becker, B. (2000) · Child Development · doi:10.1111/1467-8624.00164 · Cited by 9,381 · see citing works
The file drawer problem and tolerance for null results.
Rosenthal, R. (1979) · Psychological Bulletin · doi:10.1037/0033-2909.86.3.638 · Cited by 9,068 · see citing works
Ordinary magic: Resilience processes in development.
Masten, A. S. (2001) · American Psychologist · doi:10.1037/0003-066x.56.3.227 · Cited by 8,497 · cited 3× · see citing works
“Lehigh Longitudinal Study [5] (N 1⁄4 268).”
Measuring Intrafamily Conflict and Violence: The Conflict Tactics (CT) Scales
Straus, M. A. (1979) · Journal of Marriage and the Family · doi:10.2307/351733 · Cited by 6,187 · see citing works
Negative affectivity: the disposition to experience aversive emotional states
Watson, D., & Clark, L. A. (1984) · Psychological Bulletin · doi:10.1037/0033-2909.96.3.465 · Cited by 4,636 · see citing works
The Handbook of Research Synthesis.
Howel, D., Cooper, H., & Hedges, L. V. (1995) · Biometrics · doi:10.2307/2533295 · Cited by 3,657 · see citing works
A Fail-Safe N for Effect Size in Meta-Analysis
Orwin, R. G. (1983) · Journal of Educational Statistics · doi:10.2307/1164923 · Cited by 2,064 · cited 1× · see citing works
“As described by Orwin [27]:”
The structure of psychological distress and well-being in general populations.
Veit, C. T., & Ware, J. E. (1983) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.51.5.730 · Cited by 1,980 · see citing works
Parametric measures of effect size.
Rosenthal, R. (1994) · Cited by 1,856 · see citing works
Mechanisms in the Cycle of Violence
Dodge, K. A., Bates, J. E., & Pettit, G. S. (1990) · Science · doi:10.1126/science.2270481 · Cited by 1,803 · see citing works
Physical Violence in American Families: Risk Factors and Adaptations to Violence in 8,145 Families.
Goetting, A., Straus, M. A., & Gelles, R. J. (1990) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2073234 · Cited by 1,673 · see citing works
Etiology of child maltreatment: A developmental€cological analysis.
Belsky, J. (1993) · Psychological Bulletin · doi:10.1037/0033-2909.114.3.413 · Cited by 1,323 · see citing works
The American Soldier: Adjustment During Army Life.
Riley, J. W., Stouffer, S. A., Suchman, E. A., Devinney, L. C., Star, S. A., & Williams, R. M. (1949) · American Sociological Review · doi:10.2307/2087216 · Cited by 1,240 · see citing works
The economic burden of child maltreatment in the United States and implications for prevention
Fang, X., Brown, D. S., Florence, C. S., & Mercy, J. A. (2012) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2011.10.006 · Cited by 1,122 · cited 1× · see citing works
“A recent estimate places the total lifetime economic burden of new cases of child maltreatment in the United States at $124 billion with it rising to as much as $585 billion in sensitivity analysis [41].”
BackgroundThe Handbook of Research Synthesis
Ziegel, E. R., Cooper, H., & Hedges, L. V. (1995) · Technometrics · doi:10.2307/1269651 · Cited by 936 · see citing works
Egeland, B. R., Jacobvitz, D. B., & Sroufe, L. A. (1988) · Child Development · doi:10.1111/j.1467-8624.1988.tb03260.x · Cited by 604 · see citing works
Egeland, B., Jacobvitz, D., & Sroufe, L. A. (1988) · Child Development · doi:10.2307/1130274 · Cited by 600 · see citing works
Brand, J. L. (1997) · Digital Commons - Andrews University (Andrews University) · Cited by 535 · see citing works
Egger, M., & Smith, G. D. (1995) · BMJ · doi:10.1136/bmj.310.6982.752 · Cited by 508 · see citing works
Berlin, L. J., Carmody, K. A., & Dodge, K. A. (2011) · Child Development · doi:10.1111/j.1467-8624.2010.01547.x · Cited by 476 · see citing works
Coid, J. W., Petruckevitch, A., Feder, G. S., Chung, W.-S., Richardson, J., & Moorey, S. (2001) · The Lancet · doi:10.1016/s0140-6736(01)05622-7 · Cited by 436 · see citing works
Bailey, J. A., Hemphill, S. A., Oesterle, S., & Hawkins, J. D. (2009) · Developmental Psychology · doi:10.1037/a0016129 · Cited by 284 · see citing works
Early prediction and prevention of child abuse
Browne, K. O., Davies, C., & Stratton, P. (1988) · Wiley eBooks · Cited by 266 · see citing works
The Iowa Family Interaction Rating Scales: Instrument Summary
Melby, J. N., & Conger, R. D. (2000) · Psychology Press eBooks · doi:10.4324/9781410605610-8 · Cited by 260 · see citing works
Schaaf, K. K., & McCanne, T. R. (1998) · Child Abuse & Neglect · doi:10.1016/s0145-2134(98)00090-8 · Cited by 215 · see citing works
Childhood abuse and sexual revictimization in a female Navy recruit sample
Merrill, L. L., Newell, C. E., Thomsen, C. J., Gold, S. R., Milner, J. S., Koss, M. P., & Rosswork, S. G. (1999) · Journal of Traumatic Stress · doi:10.1023/a:1024789723779 · Cited by 194 · see citing works
Jaffee, S. R., Bowes, L., Ouellet-Morin, I., Fisher, H. L., Moffitt, T. E., Merrick, M. T., & Arseneault, L. (2013) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2013.04.007 · Cited by 187 · see citing works
Self-citationAdvances in the Conceptualization of the Stress Process: Essays in Honor of Leonard I. Pearlin
Avison, W. R., Aneshensel, C. S., & Schieman, S. (2009) · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) · doi:10.1007/978-1-4419-1021-9 · Cited by 176 · see citing works
Patterns of Risk and Protective Factors in the Intergenerational Cycle of Maltreatment
Dixon, L., Browne, K. D., & Hamilton-Giachritsis, C. E. (2008) · Journal of Family Violence · doi:10.1007/s10896-008-9215-2 · Cited by 160 · see citing works
Report from the CDC. The Legacy of Child Maltreatment: Long-Term Health Consequences for Women
Arias, I. (2004) · Journal of Women s Health · doi:10.1089/1540999041280990 · Cited by 144 · see citing works
The intergenerational transmission of parenting: Closing comments for the special section.
Conger, R. D., Belsky, J., & Capaldi, D. M. (2009) · Developmental Psychology · doi:10.1037/a0016911 · Cited by 136 · see citing works
Threats to the validity of research syntheses
Matt, G. E., & Cook, T. D. (1994) · Cited by 133 · see citing works
The psychological ecology of the neglectful mother
Polansky, N. A., Gaudin, J. M., Ammons, P. W., & Davis, K. B. (1985) · Child Abuse & Neglect · doi:10.1016/0145-2134(85)90019-5 · Cited by 128 · see citing works
Understanding Health Disparities: The Promise of the Stress Process Model
Turner, R. J. (2009) · Springer eBooks · doi:10.1007/978-1-4419-1021-9_1 · Cited by 117 · see citing works
Physical child abuse: A dual-component analysis
Vasta, R. (1982) · Developmental Review · doi:10.1016/0273-2297(82)90007-7 · Cited by 116 · see citing works
Creating a Healthier Future Through Early Interventions for Children
Mercy, J. A. (2009) · JAMA · doi:10.1001/jama.2009.803 · Cited by 116 · see citing works
Breaking the Cycle of Maltreatment: The Role of Safe, Stable, and Nurturing Relationships
Thornberry, T. P., Henry, K. L., Smith, C. A., Ireland, T. O., Greenman, S. J., & Lee, R. D. (2013) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2013.04.019 · Cited by 115 · see citing works
Self-citationCombining significance levels.
Becker, B. J. (1994) · Cited by 103 · see citing works
The Usefulness of the "Fail-Safe" Statistic in Meta-Analysis
Carson, K. P., Schriesheim, C. A., & Kinicki, A. J. (1990) · Educational and Psychological Measurement · doi:10.1177/0013164490502001 · Cited by 99 · see citing works
Conger, R. D., Schofield, T. J., Neppl, T. K., & Merrick, M. T. (2013) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2013.03.014 · Cited by 94 · cited 5× · see citing works
“The four papers in this special issue are based on data from four panel sitesdthe Environmental Risk Longitudinal Twin Study (E-Risk) [9], the Family Transitions Project (FTP) [10], the Lehigh Longitudinal Study [11], and the Rochester Youth Development Study [12]dand provide information on the negative association be…”
BackgroundInfluentialSelf-citationHops, H., Davis, B., Leve, C. S., & Sheeber, L. (2003) · Research on Child and Adolescent Psychopathology · doi:10.1023/a:1022522224295 · Cited by 81 · see citing works
Intergenerational Continuity and Discontinuity in Harsh Parenting
Conger, R., Schofield, T., & Neppl, T. (2012) · Parenting, science and practice · doi:10.1080/15295192.2012.683360 · Cited by 80 · see citing works
Self-citationKaminski, J. W., Perou, R., Visser, S. N., Scott, K. G., Beckwith, L., Howard, J. A., Smith, D. C., & Danielson, M. L. (2013) · American Journal of Public Health · doi:10.2105/ajph.2012.300996 · Cited by 51 · see citing works
Integrating pharmacy into the primary care team
Crowe, G. R., Harris, C., Forster, G. E., & Goh, B. T. (1995) · BMJ · doi:10.1136/bmj.311.7007.753 · Cited by 51 · see citing works
Misleading meta-analysis: “Fail safe N” is a useful mathematical measure of the stability of results
Persaud, R. (1996) · BMJ · doi:10.1136/bmj.312.7023.125 · Cited by 45 · see citing works
Herrenkohl, T. I., Klika, J. B., Brown, E. C., Herrenkohl, R. C., & Leeb, R. T. (2013) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2013.04.009 · Cited by 45 · see citing works
Reciprocity in parenting of adolescents within the context of marital negativity.
Schofield, T. J., Conger, R. D., Martin, M. J., Stockdale, G. D., Conger, K. J., & Widaman, K. F. (2009) · Developmental Psychology · doi:10.1037/a0016353 · Cited by 38 · see citing works
Self-citationViolence in homes and communities : prevention, intervention, and treatment
Gullotta, T. P., & McElhaney, S. J. (1999) · Cited by 35 · see citing works
Love's Revolution: Interracial Marriage / Interracial America: Opposing Viewpoints
Hillebrand, J. D. (2003) · Family Relations · Cited by 15 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Adverse childhood experiences and life opportunities: shifting the narrative
Metzler, M., Merrick, M. T., Klevens, J., Ports, K. A., & Ford, D. C. (2017) · Children and Youth Services Review · doi:10.1016/j.childyouth.2016.10.021 · Cited by 713 · see citing works
Self-citationBethell, C. D., Newacheck, P., Hawes, E., & Halfon, N. (2014) · Health Affairs · doi:10.1377/hlthaff.2014.0914 · Cited by 669 · see citing works
Child maltreatment and risk for psychopathology in childhood and adulthood
Jaffee, S. R. (2017) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032816-045005 · Cited by 487 · see citing works
Madigan, S., Cyr, C., Eirich, R., Fearon, R. M. P., Ly, A., Rash, C., Poole, J. C., & Alink, L. R. A. (2019) · Development and Psychopathology · doi:10.1017/s0954579418001700 · Cited by 352 · see citing works
van IJzendoorn, M. H., Bakermans‐Kranenburg, M. J., Coughlan, B., & Reijman, S. (2020) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13147 · Cited by 262 · see citing works
Crouch, E., Radcliff, E., Strompolis, M., & Srivastav, A. (2019) · Journal of Child & Adolescent Trauma · doi:10.1007/s40653-018-0217-9 · Cited by 160 · see citing works
Childhood Maltreatment and Perinatal Mood and Anxiety Disorders: A Systematic Review
Choi, K. W., & Sikkema, K. J. (2016) · Trauma, Violence, & Abuse · doi:10.1177/1524838015584369 · Cited by 152 · see citing works
Rodgers, A. B., & Bale, T. L. (2015) · Biological Psychiatry · doi:10.1016/j.biopsych.2015.03.018 · Cited by 91 · see citing works
Abate, B. B., Sendekie, A. K., Tadesse, A. W., Engdaw, T., Mengesha, A., Zemariam, A. B., Alamaw, A. W., Abebe, G., & Azmeraw, M. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1391312 · Cited by 60 · see citing works
Augustyn, M. B., Thornberry, T. P., & Henry, K. L. (2019) · Development and Psychopathology · doi:10.1017/s0954579418001633 · Cited by 42 · see citing works
Labella, M. H., Raby, K. L., Martin, J., & Roisman, G. I. (2019) · Development and Psychopathology · doi:10.1017/s095457941800158x · Cited by 33 · see citing works
Zajac, L., Raby, K. L., & Dozier, M. (2019) · Development and Psychopathology · doi:10.1017/s0954579418001554 · Cited by 31 · see citing works
Capaldi, D. M., Tiberio, S. S., Pears, K. C., Kerr, D. C. R., & Owen, L. D. (2019) · Development and Psychopathology · doi:10.1017/s0954579418001529 · Cited by 22 · see citing works
Mahrer, N. E., Winslow, E., Wolchik, S. A., Tein, J.-Y., & Sandler, I. N. (2014) · Child Development · doi:10.1111/cdev.12258 · Cited by 21 · see citing works
Meinck, F., Lu, M., Suresh, D., Cetin, M., Neelakantan, L., Hemady, C., Franchino-Olsen, H., Woollett, N., Melendez-Torres, G., Gonzalez, A., et al. (2026) · Trauma, Violence, & Abuse · doi:10.1177/15248380251361468 · Cited by 9 · see citing works
“…Martinez, 2020; Murshid & Murshid, 2018), violent criminal behaviors ( n = 5) (Augustyn et al., 2017; Besemer et al., 2017; Frisell et al., 2011; Spapens & Moors, 2020; van Dijk et al., 2019), and child maltreatment ( n = 3) (Greene et al., 2020; Schofield et al., 2013; Thornberry et al., 2013).”
InfluentialPsychoanalytic Interventions with Abusive Parents: An Opportunity for Children’s Mental Health
Rosso, A. M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192013015 · Cited by 1 · see citing works
- Authors
- Schofield, T. J., Lee, R. D., & Merrick, M. T.
- Affiliations
- Iowa State University (US)
- Centers for Disease Control and Prevention (US)
- Corresponding author
- Schofield, Thomas J.
- Venue
- Journal of Adolescent Health
- Publisher
- Elsevier BV
- Published
- 2013-10
- Volume
- 53
- Issue
- 4
- Pages
- S32-S38
- ISSN
- 1054-139X (ISSN-L)
- PMC
- PMC3784834
- OpenAlex
- W2156526350
- Cited by
- 242
- References
- 52
- Citations by year
- 2026: 22 · 2025: 14 · 2024: 22 · 2023: 19 · 2022: 23 · 2021: 22 · 2020: 36 · 2019: 25 · 2018: 14 · 2017: 15 · 2016: 11 · 2015: 11 · 2014: 5 · 2013: 3
- FWCI
- 1.48
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Adolescent Health (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (R01MH051361)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD047573)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Child Abuse and Trauma
- Social Sciences › Safety Research › Child Welfare and Adoption
- Social Sciences › Health › Intimate Partner and Family Violence
- Keywords
- child abuse, moderating effect, parent-child relationship, adult relationships, romantic partners, co-parents, protective factors
- MeSH terms
- Adult, Child, Child Abuse, Humans, Parent-Child Relations, Sexual Partners, Social Support, Intergenerational Relations, Adult Survivors of Child Abuse
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