A meta-analysis on observed paternal and maternal sensitivity
Corresponding Author
Audrey-Ann Deneault
Department of Psychology, University of Calgary, Calgary, Alberta, Canada
Correspondence
Audrey-Ann Deneault, Department of Psychology University of Calgary, Calgary, Alberta T2N 1N4, Canada.
Email: [email protected]
Search for more papers by this authorNatasha J. Cabrera
Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
Search for more papers by this authorJean-François Bureau
School of Psychology, University of Ottawa, Ottawa, Ontario, Canada
Search for more papers by this authorCorresponding Author
Audrey-Ann Deneault
Department of Psychology, University of Calgary, Calgary, Alberta, Canada
Correspondence
Audrey-Ann Deneault, Department of Psychology University of Calgary, Calgary, Alberta T2N 1N4, Canada.
Email: [email protected]
Search for more papers by this authorNatasha J. Cabrera
Department of Human Development and Quantitative Methodology, University of Maryland, College Park, Maryland, USA
Search for more papers by this authorJean-François Bureau
School of Psychology, University of Ottawa, Ottawa, Ontario, Canada
Search for more papers by this authorAbstract
Two meta-analyses were conducted (N = 10,980 child–father dyads) with 93 studies published between 1983–2020, primarily in North America and Europe, on observed parental sensitivity to children (3–180 months; 48% girls; 14% non-White) in partnered mothers and fathers. The first meta-analysis found higher maternal mean levels of observed sensitivity, with a small effect size (d = −.27). Differences between parents were larger with micro coding and triadic/family assessments. Differences narrowed as a function of publication year and were not significant in European samples. The second meta-analysis identified a moderate correlation between observed maternal and paternal sensitivity (r = .23 after adjusting for probable publication bias). Correlations were larger in Middle Eastern samples and with composite sensitivity scales.
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REFERENCES
- Ahnert, L., & Schoppe-Sullivan, S. J. (2020). Fathers from an attachment perspective. Attachment & Human Development, 22, 1–3. https://doi.org/10.1080/14616734.2019.1589054
- Ainsworth, M. D. S. (1969). Ainsworth maternal scales. http://www.psychology.sunysb.edu/attachment/measures/content/ainsworth_scales.html
- Ainsworth, M. D. S., Bell, S. M., & Stayton, D. F. (1974). Infant-mother attachment and social development: Socialization as a product of reciprocal responsiveness to signals. In M. P. M. Richards (Ed.), The integration of a child into a social world (pp. 99–135). Cambridge University Press.
- Ainsworth, M. D. S., Blehar, M. C., Waters, E., & Wall, S. (1978). Patterns of attachment: A psychological study of the strange situation. Lawrence Erlbaum Associates.
- Allen, S. M., & Hawkins, A. J. (1999). Maternal gatekeeping: Mothers' beliefs and behaviors that inhibit greater father involvement in family work. Journal of Marriage and the Family, 61, 199–212. https://doi.org/10.2307/353894
- Alyousefi-van Dijk, K., de Waal, N., van Izendoorn, M. H., & Bakermans-Kranenburg, M. J. (2021). Development and feasibility of the prenatal video-feedback intervention to promote positive parenting for expectant fathers. Journal of Reproductive and Infant Psychology, 1–14, https://doi.org/10.1080/02646838.2021.1886258
- Aspland, H., & Gardner, F. (2003). Observational measures of parent–child interaction: An introductory review. Child and Adolescent Mental Health, 8, 136–143. https://doi.org/10.1111/1475-3588.00061
- Atzaba-Poria, N., Meiri, G., Millikovsky, M., Barkai, A., Dunaevsky-Idan, M., & Yerushalmi, B. (2010). Father–child and mother–child interaction in families with a child feeding disorder: The role of paternal involvement. Infant Mental Health Journal, 31, 682–698. https://doi.org/10.1002/imhj.20278
- Bakermans-Kranenburg, M. J., Lotz, A., Dijk, K. A., & van IJzendoorn, M. (2019). Birth of a father: Fathering in the first 1,000 days. Child Development Perspectives, 13, 247–253. https://doi.org/10.1111/cdep.12347
- Barnett, M. A., Deng, M., Mills-Koonce, W. R., Willoughby, M., & Cox, M. (2008). Interdependence of parenting of mothers and fathers of infants. Journal of Family Psychology, 22, 561–573. https://doi.org/10.1037/0893-3200.22.3.561
- Bianchi, S. M., Robinson, J. P., & Milkie, M. A. (2006). Changing rhythms of American family life. Russell Sage Foundation.
- Biringen, Z., & Easterbrooks, M. A. (2012). Emotional availability: Concept, research, and window on developmental psychopathology. Development and Psychopathology, 24, 1–8. https://doi.org/10.1017/S0954579411000617
- Borairi, S., Fearon, P., Madigan, S., Plamondon, A., & Jenkins, J. (2021). A mediation meta-analysis of the role of maternal responsivity in the association between socioeconomic risk and children's language. Child Development, 6, 2177–2193. https://doi.org/10.1111/cdev.13695
- Borenstein, M., & Hedges, L. V. (2019). Effect sizes for meta-analysis. In H. Cooper, L. V. Hedges, & J. C. Valentine (Eds.), The handbook of research synthesis and meta-analysis ( 3rd ed., pp. 207–241). Russell Sage Foundation.
10.7758/9781610448864.14 Google Scholar
- Braungart-Rieker, J., Courtney, S., & Garwood, M. (1999). Mother- and father-infant attachment: Families in context. Journal of Family Psychology, 13, 535–553. https://doi.org/10.1037//0893-3200.13.4.535
- Braungart-Rieker, J., Garwood, M. M., Powers, B. P., & Notaro, P. C. (1998). Infant affect and affect regulation during the still-face paradigm with mothers and fathers: The role of infant characteristics and parental sensitivity. Developmental Psychology, 34, 1428–1437. https://doi.org/10.1037/0012-1649.34.6.1428
- Bretherton, I. (2010). Fathers in attachment theory and research: A review. Early Child Development and Care, 180, 9–23. https://doi.org/10.1080/03004430903414661
10.1080/03004430903414661 Google Scholar
- Bureau, J.-F., Martin, J., Yurkowski, K., Schmiedel, S., Quan, J., Moss, E., Deneault, A.-A., & Pallanca, D. (2017). Correlates of child–father and child–mother attachment in the preschool years. Attachment & Human Development, 19, 130–150. https://doi.org/10.1080/14616734.2016.1263350
- Cabrera, N., Fitzgerald, H. E., Bradley, R. H., & Roggman, L. (2007). Modeling the dynamics of paternal influences on children over the life course. Applied Developmental Science, 11, 185–189. https://doi.org/10.1080/10888690701762027
- Cabrera, N. J., Fitzgerald, H. E., Bradley, R. H., & Roggman, L. (2014). The ecology of father-child relationships: An expanded model. Journal of Family Theory & Review, 6, 336–354. https://doi.org/10.1111/jftr.12054
- Cabrera, N. J., Hofferth, S. L., & Chae, S. (2011). Patterns and predictors of father–infant engagement across race/ethnic groups. Early Childhood Research Quarterly, 26, 365–375. https://doi.org/10.1016/j.ecresq.2011.01.001
- Cabrera, N. J., Shannon, J. D., & Tamis-LeMonda, C. (2007). Fathers' influence on their children's cognitive and emotional development: From toddlers to pre-K. Applied Development Science, 11, 208–213. https://doi.org/10.1080/10888690701762100
- Cabrera, N. J., Tamis-LeMonda, C. S., Bradley, R. H., Hofferth, S., & Lamb, M. E. (2000). Fatherhood in the twenty-first century. Child Development, 71, 127–136. https://doi.org/10.1111/1467-8624.00126
- Cabrera, N. J., & Volling, B. L. (2019). VIII. Moving research on fathering and children's development forward: Priorities and recommendations for the future. Monographs of the Society for Research in Child Development, 84, 107–130. https://doi.org/10.1111/mono.12404
- Cabrera, N. J., Volling, B. L., & Barr, R. (2018). Fathers are parents, too! Widening the lens on parenting for children's development. Child Development Perspectives, 12, 152–157. https://doi.org/10.1111/cdep.12275
- Cooke, J. E., Deneault, A.-A., Devereaux, C., Eirich, R., Fearon, R. M. P., & Madigan, S. (2022). Parental sensitivity and child behavioral problems: A meta-analytic review. Child Development. Advance online publication. https://doi.org/10.1111/cdev.13764
- Cowan, P. A., & Cowan, C. P. (2019). Introduction: Bringing dads back into the family. Attachment & Human Development, 21, 1–7. https://doi.org/10.1080/14616734.2019.1582594
- Cox, M. J., & Paley, B. (2003). Understanding families as systems. Current Directions in Psychological Science, 12, 193–196. https://doi.org/10.1111/1467-8721.01259
- Cummings, E. M., Davies, P. T., & Campbell, S. B. (2000). Developmental psychopathology and family process: Theory, research, and clinical implications. Guilford Press.
10.1037/10311-011 Google Scholar
- De Wolff, M. S., & van IJzendoorn, M. H. (1997). Sensitivity and attachment: A meta-analysis on parental antecedents of infant attachment. Child Development, 68, 571–591. https://doi.org/10.1111/j.1467-8624.1997.tb04218.x
- Deneault, A.-A., Bakermans-Kranenburg, M. J., Groh, A. M., Fearon, P. R. M., & Madigan, S. (2021). Child-father attachment in early childhood and behavior problems: A meta-analysis. New Directions for Child and Adolescent Development, 180, 43–66. https://doi.org/10.1002/cad.20434
10.1002/cad.20434 Google Scholar
- Deneault, A.-A., Cabrera, N., Ghosh, R. A., Tölle, A.-S., Seethaler, J., Majdandži, M., & Reich, S. M. (2022). Challenging parenting behavior in ethnically diverse two-parent families in the United States: Association with infants' social competence and behavior problems. Early Childhood Research Quarterly, 58, 115–124. https://doi.org/10.1016/j.ecresq.2021.08.006
- Evans, G. W., Li, D., & Whipple, S. S. (2013). Cumulative risk and child development. Psychological Bulletin, 139, 1342–1396. https://doi.org/10.1037/a0031808
- Fagan, J., Day, R., Lamb, M. E., & Cabrera, N. J. (2014). Should researchers conceptualize differently the dimensions of parenting for fathers and mothers? Journal of Family Theory & Review, 6, 390–405. https://doi.org/10.1111/jftr.12044
- Feldman, K., & Gran, B. K. (2016). Is what's best for dads best for families: Paternity leave policies and equity across forty-four nations. Journal of Sociology & Social Welfare, 43, 95–119.
- Fisher, Z., & Tipton, E. (2015). robumeta: An R-package for robust variance estimation in meta-analysis. ArXiv:1503.02220 [Stat]. http://arxiv.org/abs/1503.02220
- Funder, D. C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: Sense and nonsense. Advances in Methods and Practices in Psychological Science, 2, 156–168. https://doi.org/10.1177/2515245919847202
- Grossmann, K., Grossmann, K., Fremmer-Bombik, E., Kindler, H., Scheuerer-Englisch, H., & Zimmermann, P. (2002). The uniqueness of the child-father attachment relationship: Fathers' sensitive and challenging play as a pivotal variable in a 16-year longitudinal study. Social Development, 11, 307–331. https://doi.org/10.1111/1467-9507.00202
- Hedges, L. V., Tipton, E., & Johnson, M. C. (2010). Robust variance estimation in meta-regression with dependent effect size estimates. Research Synthesis Methods, 1, 39–65. https://doi.org/10.1002/jrsm.5
- Higgins, J. P. T. (2003). Measuring inconsistency in meta-analyses. British Medical Journal, 327, 557–560. https://doi.org/10.1136/bmj.327.7414.557
- Knudsen, K., & Wærness, K. (2008). National context and spouses' housework in 34 countries. European Sociological Review, 24, 97–113. https://doi.org/10.1093/esr/jcm037
- Leavell, A. S., Tamis-LeMonda, C. S., Ruble, D. N., Zosuls, K. M., & Cabrera, N. J. (2012). African American, white and Latino fathers' activities with their sons and daughters in early childhood. Sex Roles, 66, 53–65. https://doi.org/10.1007/s11199-011-0080-8
- Lucassen, N., Tharner, A., van IJzendoorn, M. H., Bakermans-Kranenburg, M. J., Volling, B. L., Verhulst, F. C., Lambregtse-Van den Berg, M. P., & Tiemeier, H. (2011). The association between paternal sensitivity and infant–father attachment security: A meta-analysis of three decades of research. Journal of Family Psychology, 25, 986–992. https://doi.org/10.1037/a0025855
- Madigan, S., Prime, H., Graham, S. A., Rodrigues, M., Anderson, N., Khoury, J., & Jenkins, J. M. (2019). Parenting behavior and child language: A meta-analysis. Pediatrics, 144, e20183556. https://doi.org/10.1542/peds.2018-3556
- Masarik, A. S., & Conger, R. D. (2017). Stress and child development: A review of the family stress model. Current Opinion in Psychology, 13, 85–90. https://doi.org/10.1016/j.copsyc.2016.05.008
- McHugh, M. L. (2012). Interrater reliability: The kappa statistic. Biochemia Medica, 22, 276–282. https://doi.org/10.11613/bm.2012.031
- McKee, K., Cabrera, N., Alonso, A., Turcios, M., & Reich, S. (2021). Determinants of fathers' and mothers' involvement in a parenting intervention. Psychology of Men & Masculinities, 22, 521–537. https://doi.org/10.1037/men0000320
- Mesman, J. (2010). Maternal responsiveness to infants: Comparing micro-and macro-level measures. Attachment & Human Development, 12, 143–149. https://doi.org/10.1080/14616730903484763
- Mesman, J., & Emmen, R. A. G. (2013). Mary Ainsworth's legacy: A systematic review of observational instruments measuring parental sensitivity. Attachment & Human Development, 15, 485–506. https://doi.org/10.1080/14616734.2013.820900
- Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & Group, T. P. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6, e1000097. https://doi.org/10.1371/journal.pmed.1000097
- Olofson, E. L., & Schoppe-Sullivan, S. J. (2022). Same behaviors, different outcomes: Mothers' and fathers' observed challenging behaviors measured using a new coding system relate differentially to children's social-emotional development. Children, 9, 675. https://doi.org/10.3390/children9050675
- Paquette, D. (2004a). Theorizing the father-child relationship: Mechanisms and developmental outcomes. Human Development, 47, 193–219. https://doi.org/10.1159/000078723
- Paquette, D. (2004b). Dichotomizing paternal and maternal functions as a means to better understand their primary contributions. Human Development, 47, 237–238. https://doi.org/10.1159/000078726
- Petts, R. J., & Knoester, C. (2018). Paternity leave-taking and father engagement. Journal of Marriage and Family, 80, 1144–1162. https://doi.org/10.1111/jomf.12494
- Pew Research Center. (2017). Americans see different expectations for men and women. https://www.pewresearch.org/social-trends/2017/12/05/americans-see-different-expectations-for-men-and-women/
- Pleck, E. H., & Pleck, J. H. (1997). Fatherhood ideals in the United States: Historical dimensions. In M. E. Lamb (Ed.), The role of the father in child development ( 3rd ed., pp. 33–48). John Wiley & Sons Inc.
- Pustejovsky, J. E. (2020). clubSandwich: Cluster-robust (sandwich) variance estimators with small-sample corrections (R package version 0.4.2) [Computer software].
- Rodrigues, M., Sokolovic, N., Madigan, S., Luo, Y., Silva, V., Misra, S., & Jenkins, J. (2022). Paternal sensitivity and children's cognitive and socioemotional outcomes: A meta-analytic review. Child Development, 92, 554–557. https://doi.org/10.1111/cdev.13545
- Rosenthal, R. (1995). Writing meta-analytic reviews. Psychological Bulletin, 118, 183–192. https://doi.org/10.1037/0033-2909.118.2.183
- Sayer, L. C. (2016). Trends in women's and men's time use, 1965–2012: Back to the future? In S. McHale, V. King, J. Van Hook, & A. Booth (Eds.), Gender and couple relationships (pp. 43–77). Springer.
10.1007/978-3-319-21635-5_2 Google Scholar
- Sayer, L. C. (2018). Parenthood and leisure time disparities. In M. Y. Janning (Ed.), Contemporary parenting and parenthood: From news headlines to new research (pp. 168–195). ABC-CLIO.
- Schoppe-Sullivan, S. J., & Altenburger, L. E. (2019). Parental gatekeeping. In M. H. Bornstein (Ed.), Handbook of parenting: Being and becoming a parent (pp. 167–198). Routledge/Taylor & Francis Group. https://doi.org/10.4324/9780429433214-5
10.4324/9780429433214-5 Google Scholar
- Schoppe-Sullivan, S. J., Diener, M. L., Mangelsdorf, S. C., Brown, G. L., McHale, J. L., & Frosch, C. A. (2006). Attachment and sensitivity in family context: The roles of parent and infant gender. Infant and Child Development, 15, 367–385. https://doi.org/10.1002/icd.449
- Schwartz, C. R. (2013). Trends and variation in assortative mating: Causes and consequences. Annual Review of Sociology, 39, 451–470. https://doi.org/10.1146/annurev-sco-071312-145544
- Sigle-Rushton, W., Goisis, A., & Keizer, R. (2013). Fathers and fatherhood in the European Union. In N. J. Cabrera & C. S. Tamis-LeMonda (Eds.), Handbook of father involvement: Multidisciplinary perspectives ( 2nd ed., pp. 81–96). Routledge.
- Smith, M. (2011). Measures for assessing parenting in research and practice. Child and Adolescent Mental Health, 16, 158–166. https://doi.org/10.1111/j.14753588.2010.00585.x
- Tamis-LeMonda, C. S., Shannon, J. D., Cabrera, N. J., & Lamb, M. E. (2004). Fathers and mothers at play with their 2-and 3-year-olds: Contributions to language and cognitive development. Child Development, 75, 1806–1820.
- Tanner-Smith, E. E., Tipton, E., & Polanin, J. R. (2016). Handling complex meta-analytic data structures using robust variance estimates: A tutorial in R. Journal of Developmental and Life-Course Criminology, 2, 85–112. https://doi.org/10.1007/s40865-016-0026-5
- Tilley, J. L., Huey, S. J., Farver, J. M., Lai, M. H. C., & Wang, C. X. (2021). The immigrant paradox in the problem behaviors of youth in the United States: A meta-analysis. Child Development, 92, 502–516. https://doi.org/10.1111/cdev.13542
- van Berkel, S. R., Groeneveld, M. G., Mesman, J., Endendijk, J. J., Hallers-Haalboom, E. T., van der Pol, L. D., & Bakermans-Kranenburg, M. J. (2015). Parental sensitivity towards toddlers and infant siblings predicting toddler sharing and compliance. Journal of Child and Family Studies, 24, 2270–2279. https://doi.org/10.1007/s10826-014-0029-y
- van IJzendoorn, M. H., & Bakermans-Kranenburg, M. J. (2019). Bridges across the intergenerational transmission of attachment gap. Current Opinion in Psychology, 25, 31–36. https://doi.org/10.1016/j.copsyc.2018.02.014
- van IJzendoorn, M. H., Schuengel, C., Wang, Q., & Bakermans-Kranenburg, M. J. (2022). Improving parenting, child attachment, and externalizing behaviors: Meta-analysis of the first 25 randomized controlled trials on the effects of video-feedback intervention to promote positive parenting and sensitive discipline. Development and Psychopathology, 1–16. https://doi.org/10.1017/S0954579421001462
- Verhage, M. L., Schuengel, C., Madigan, S., Fearon, R. M. P., Oosterman, M., Cassibba, R., Bakermans-Kranenburg, M. J., & van IJzendoorn, M. H. (2016). Narrowing the transmission gap: A synthesis of three decades of research on intergenerational transmission of attachment. Psychological Bulletin, 142, 337–366. https://doi.org/10.1037/bul0000038
- Veritas Health Innovation. (2020). Covidence systematic review software. www.covidence.org
- Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36, 1–48. https://doi.org/10.18637/jss.v036.i03
- Volling, B. L., & Cabrera, N. J. (2019). Advancing research and measurement on fathering and children's development: Introducing the issues and a conceptual framework. Monographs of the Society for Research in Child Development, 84, 7–17. https://doi.org/10.1111/mono.12404
- Volling, B. L., Stevenson, M. M., Safyer, P., Gonzalez, R., & Lee, J. Y. (2019). In search of the fatherss-infant activation relationship: A person-centered approach. Monographs of the Society for Research in Child Development, 84, 50–63. https://doi.org/10.1111/mono.12404
- Yaffe, Y. (2020). Systematic review of the differences between mothers and fathers in parenting styles and practices. Current Psychology. https://doi.org/10.1007/s12144-020-01014-6