Skip to main content
Log in

Negative Temperament as a Moderator of Intervention Effects in Infancy: Testing a Differential Susceptibility Model

  • Published:
Prevention Science Aims and scope Submit manuscript

Abstract

A consideration of potential moderators can highlight intervention effects that are attenuated when investigating aggregate results. Differential susceptibility is one type of interaction, where susceptible individuals have poorer outcomes in negative environments and better outcomes in positive environments, compared to less susceptible individuals, who have moderate outcomes regardless of environment. In the current study, we provide rationale for investigating this type of interaction in the context of a behavioral childhood obesity preventive intervention and test whether infant negativity moderated intervention effects on infant self-regulation and weight gain and on two aspects of mothers’ parenting competence: parenting self-efficacy and parenting satisfaction. Results showed that infants’ negative temperament at 3 weeks moderated intervention effects on some, but not all, outcomes. The intervention led to greater parenting satisfaction in mothers with highly negative infants but did not affect parenting satisfaction in mothers with less negative infants, consistent with a model of differential susceptibility. There was also a trend toward less weight gain in highly negative intervention group infants. In contrast, there was a main effect of the intervention on infant self-regulation at 1 year, such that the intervention group had higher observed self-regulation, across levels of infant negativity. Results support the importance of incorporating tests of moderation into evaluations of obesity interventions and also illustrate that individuals may be differentially susceptible to environmental effects on some outcomes but not others.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Thousand Oaks: Sage Publications.

    Google Scholar 

  • American Academy of Pediatrics. (2010). In S. P. Shelov (Ed.), Your baby’s first year. New York: Bantam.

    Google Scholar 

  • Anderson, S. E., Gooze, R. A., Lemeshow, S., & Whitaker, R. C. (2012). Quality of early maternal–child relationship and risk of adolescent obesity. Pediatrics, 129, 132–140.

    Article  PubMed Central  PubMed  Google Scholar 

  • Anzman, S. L., & Birch, L. L. (2009). Low inhibitory control and restrictive feeding practices predict weight outcomes. The Journal of Pediatrics, 155, 651–656.

    Article  PubMed Central  PubMed  Google Scholar 

  • Anzman-Frasca, S., Liu, S., Gates, K. M., Paul, I. M., Rovine, M. J., & Birch, L. L. (2012a). Infants’ transitions out of a fussing/crying state are modifiable and are related to weight status. Infancy. doi:10.1111/infa.12002. Epub ahead of print.

    PubMed Central  Google Scholar 

  • Anzman-Frasca, S., Stifter, C. A., & Birch, L. L. (2012b). Temperament and childhood obesity risk: A review of the literature. Journal of Developmental and Behavioral Pediatrics, 33, 732–745.

    Article  PubMed  Google Scholar 

  • August, G. J., Realmuto, G. M., Hektner, J. M., & Bloomquist, M. L. (2001). An integrated components preventive intervention for aggressive elementary school children: The Early Risers Program. Journal of Consulting and Clinical Psychology, 69, 614–626.

    Article  CAS  PubMed  Google Scholar 

  • Bandura, A. (1982). Self-efficacy mechanism in human agency. American Psychologist, 37, 122–147.

    Article  Google Scholar 

  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Englewood Cliffs: Prentice Hall.

    Google Scholar 

  • Barr, R. G., Kramer, M. S., Boisjoly, C., McVey-White, L., & Pless, I. B. (1988). Parental diary of infant cry and fuss behavior. Archives of Disease in Childhood, 63, 380–387.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Belsky, J., Bakermans-Kranenburg, M. J., & van IJzendoorn, M. H. (2007). For better and for worse: Differential susceptibility to environmental influences. Current Directions in Psychological Science, 16, 300–304.

    Article  Google Scholar 

  • Blair, C. (2002). Early intervention for low birth weight, preterm infants: The role of negative emotionality in the specification of effects. Development and Psychopathology, 14, 311–332.

    Article  PubMed  Google Scholar 

  • Boyce, W. T., & Ellis, B. J. (2005). Biological sensitivity to context: An evolutionary-developmental theory of the origins and functions of stress reactivity. Development and Psychopathology, 17, 271–301.

    Article  PubMed  Google Scholar 

  • Brotman, L. M., Dawson-McClure, S. R., Huang, K. Y., Theise, R., Kamboukos, D., Wang, J., & Ogedegbe, G. (2012). Family intervention in early childhood and long-term obesity prevention among high risk minority youth. Pediatrics, 129, e621–e628.

    Article  PubMed Central  PubMed  Google Scholar 

  • Carey, W. B. (1985). Temperament and increased weight gain in infants. Journal of Developmental and Behavioral Pediatrics, 6, 128–131.

    CAS  PubMed  Google Scholar 

  • Darlington, A.-S. E., & Wright, C. M. (2006). The influence of temperament on weight gain in early infancy. Journal of Developmental and Behavioral Pediatrics, 27, 329–335.

    Article  PubMed  Google Scholar 

  • Dawson-McClure, S. R., Sandler, I. N., Wolchik, S. A., & Millsap, R. (2004). Risk as a moderator of the effects of prevention programs for children of divorce: A six-year longitudinal study. Journal of Abnormal Child Psychology, 32, 175–190.

    Article  PubMed  Google Scholar 

  • Dekovic, M., Asscher, J. J., Hermanns, J., Reitz, E., Prinzie, P., & van den Akker, A. L. (2010). Tracing changes in families who participated in the home-start parenting program: Parental sense of competence as mechanism of change. Prevention Science, 11, 263–274.

    Article  PubMed Central  PubMed  Google Scholar 

  • Domitrovich, C., Cortes, R., & Greenberg, M. (2007). Improving young children’s social and emotional competence: A randomized trial of the preschool “PATHS” curriculum. The Journal of Primary Prevention, 28, 67–91.

    Article  PubMed  Google Scholar 

  • Ellis, B. J., Boyce, W. T., Belsky, J., Bakermans-Kranenburg, M. J., & van IJzendoorn, M. H. (2011). Differential susceptibility to the environment: An evolutionary-neurodevelopmental theory. Development and Psychopathology, 23, 7–28.

    Article  PubMed  Google Scholar 

  • Feldman, R., Greenbaum, C. W., & Yirmiya, N. (1999). Mother–infant synchrony as an antecedent of the emergence of self-control. Developmental Psychology, 35, 223–231.

    Article  CAS  PubMed  Google Scholar 

  • Fox, N. A., & Calkins, S. D. (2003). The development of self-control of emotion: Intrinsic and extrinsic influences. Motivation and Emotion, 27, 7–26.

    Article  Google Scholar 

  • Francis, L. A., & Susman, E. J. (2009). Self-regulation and rapid weight gain in children from age 3 to 12 years. Archives of Pediatrics & Adolescent Medicine, 163, 297–302.

    Article  Google Scholar 

  • Gardner, F., Connell, A., Trentacosta, C., Shaw, D., Dishion, T., & Wilson, M. (2009). Moderators of outcome in a brief family-centered intervention for preventing early problem behaviour. Journal of Consulting and Clinical Psychology, 77, 543–553.

    Article  PubMed Central  PubMed  Google Scholar 

  • Gibaud-Wallston, J., & Wandersman, L. P. (1978, August). Development and utility of the Parenting Sense of Competence Scale. Paper presented at the meeting of the American Psychological Association, Toronto, Canada.

  • Goldsmith, H. H., & Rothbart, M. K. (1996). The Laboratory Temperament Assessment Battery (Lab-TAB): Locomotor Version 3.0 Technical Manual. Madison: Department of Psychology, University of Wisconsin. 1996.

    Google Scholar 

  • Graziano, P. A., Calkins, S. D., & Keane, S. P. (2010). Toddler self-regulation skills predict risk for pediatric obesity. International Journal of Obesity, 34, 633–641.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  • Grossman, L. K., Fitzsimmons, S. M., Larsen-Alexander, J. B., Sachs, L., & Harter, C. (1990). The infant feeding decision in low and upper income women. Clinical Pediatrics, 29, 30–37.

    Article  CAS  PubMed  Google Scholar 

  • Grummer-Strawn, L. M., Reinold, C., Krebs, N. F., & Centers for Disease Control and Prevention. (2010). Use of World Health Organization and CDC growth charts for children aged 0–59 months in the United States. Morbidity and Mortality Weekly Report. Recommendations and Reports, 59, 1–15.

    PubMed  Google Scholar 

  • Hesketh, K. D., & Campbell, K. J. (2010). Interventions to prevent obesity in 0–5 year olds: An updated systematic review of the literature. Obesity, 18, S27–35.

    Article  PubMed  Google Scholar 

  • Jahromi, L. B., & Stifter, C. A. (2007). Individual differences in the contribution of maternal soothing to infant distress reduction. Infancy, 11, 255–269.

    Article  Google Scholar 

  • Johnston, C., & Mash, E. J. (1989). A measure of parenting satisfaction and efficacy. Journal of Clinical Child Psychology, 18, 167–175.

    Article  Google Scholar 

  • Karp, H. (2006). The happiest baby on the block: The new way to calm crying and help your baby sleep longer [DVD]. U.S: The Happiest Baby Inc., 2006

  • Klein Velderman, M., Bakermans-Kranenburg, M. J., Juffer, F., & van IJzendoorn, M. (2006). Effects of attachment-based interventions on maternal sensitivity and infant attachment: Differential susceptibility of highly reactive infants. Journal of Family Psychology, 20, 266–274.

    Article  Google Scholar 

  • Moffitt, T. E., Arseneault, L., Belsky, D., Dickson, N., Hancox, R. J., Harrington, H., & Caspi, A. (2011). A gradient of childhood self-control predicts health, wealth, and public safety. Proceedings of the National Academy of Sciences, 108, 2693–2698.

    Article  CAS  Google Scholar 

  • Ogden, C. L., Carroll, M. D., Kit, B. K., & Flegal, K. M. (2012). Prevalence of obesity and trends in body mass index among U.S. children and adolescents, 1999–2010. Journal of the American Medical Association, 307, 483–490.

    Article  PubMed  Google Scholar 

  • Olds, D. L., Eckenrode, J., Henderson, C. R., Kitzman, H., Powers, J., Cole, R., & Luckey, D. (1997). Long-term effects of home visitation on maternal life course and child abuse and neglect. Journal of the American Medical Association, 278, 637–643.

    Article  CAS  PubMed  Google Scholar 

  • Paul, I. M., Savage, J. S., Anzman, S. L., Beiler, J. S., Marini, M. E., Stokes, J. L., & Birch, L. L. (2011). Preventing obesity during infancy: A pilot study. Obesity, 19, 353–361.

    Article  PubMed Central  PubMed  Google Scholar 

  • Pinilla, T., & Birch, L. L. (1993). Help me make it through the night: Behavioral entrainment of breast-fed infants’ sleep patterns. Pediatrics, 91, 436–444.

    CAS  PubMed  Google Scholar 

  • Pluess, M., & Belsky, J. (2010). Differential susceptibility to parenting and quality child care. Developmental Psychology, 46, 379–390.

    Article  PubMed  Google Scholar 

  • Puder, J. J., & Munsch, S. (2010). Psychological correlates of childhood obesity. International Journal of Obesity, 34, S37–S43.

    Article  PubMed  Google Scholar 

  • Reid, M. J., Webster-Stratton, C., & Baydar, N. (2004). Halting the development of conduct problems in head start children: The effects of parent training. Journal of Clinical Child and Adolescent Psychology, 33, 279–291.

    Article  PubMed  Google Scholar 

  • Rhee, K. E., Lumeng, J. C., Appugliese, D. P., Kaciroti, N., & Bradley, R. H. (2006). Parenting styles and overweight status in first grade. Pediatrics, 117, 2047–2054.

    Article  PubMed  Google Scholar 

  • Riggs, N. R., Sakuma, K. L. K., & Pentz, M. A. (2007). Preventing risk for obesity by promoting self-regulation and decision-making skills: Pilot results from the PATHWAYS to health program (PATHWAYS). Evaluation Review, 31, 287–310.

    Article  PubMed  Google Scholar 

  • Rothbart, M., & Bates, J. (2006). Temperament. In N. Eisenberg (Ed.), Handbook of child psychology: Social, emotional, and personality development (pp. 99–166). New York: Wiley.

    Google Scholar 

  • Sanders, M. R., & Woolley, M. L. (2005). The relationship between maternal self-efficacy and parenting practices: Implications for parent training. Child: Care, Health and Development, 31, 65–73.

    CAS  Google Scholar 

  • Sleddens, E. F. C., Gerards, S. M. P. L., Thijs, C., De Vries, N. K., & Kremers, S. P. J. (2011). General parenting, childhood overweight and obesity-inducing behaviors: A review. International Journal of Pediatric Obesity, 6, e12–e27.

    Article  PubMed  Google Scholar 

  • St. James-Roberts, I., & Plewis, I. (1996). Individual differences, daily fluctuations, and developmental changes in amounts of infant waking, fussing, crying, feeding, and sleeping. Child Development, 67, 2527–2540.

    Article  CAS  PubMed  Google Scholar 

  • Stifter, C. A., & Braungart, J. (1995). The regulation of negative reactivity in infancy: Function and development. Developmental Psychology, 31, 448–445.

    Article  Google Scholar 

  • Stifter, C. A., Anzman-Frasca, S., Birch, L. L., & Voegtline, K. (2011). Parent use of food to soothe infant/toddler distress and child weight status: An exploratory study. Appetite, 57, 693–699.

    Article  PubMed  Google Scholar 

  • Stupica, B., Sherman, L. J., & Cassidy, J. (2011). Newborn irritability moderates the association between infant attachment security and toddler exploration and sociability. Child Development, 82, 1381–1389.

    Article  PubMed Central  PubMed  Google Scholar 

  • Wake, M., Nicholson, J. M., Hardy, P., & Smith, K. (2007). Preschooler obesity and parenting styles of mothers and fathers: Australian national population study. Pediatrics, 120, e1520–e1527.

    Article  PubMed  Google Scholar 

  • Wang, R., & Ware, J. H. (2011). Detecting moderator effects using subgroup analyses. Prevention Science. doi:10.1007/s11121-011-0221-x. Epub ahead of print.

    Google Scholar 

  • Wu, T., Dixon, W. E., Dalton, W. T., Tudiver, F., & Liu, X. (2011). Joint effects of child temperament and maternal sensitivity on the development of childhood obesity. Maternal and Child Health Journal, 15, 469–477.

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

This work was supported by grant R56 DK72996 from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) and in part by a General Clinical Research Center grant from NIH (M01RR10732) and a GCRC Construction Grant (C06RR016499) awarded to the Pennsylvania State University College of Medicine.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Stephanie Anzman-Frasca.

Additional information

Dr. Anzman-Frasca is now with the Friedman School of Nutrition Science and Policy, Tufts University.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Anzman-Frasca, S., Stifter, C.A., Paul, I.M. et al. Negative Temperament as a Moderator of Intervention Effects in Infancy: Testing a Differential Susceptibility Model. Prev Sci 15, 643–653 (2014). https://doi.org/10.1007/s11121-013-0408-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11121-013-0408-4

Keywords

Navigation