Abstract
Caregivers play a central role in promoting emotion regulation throughout infancy, childhood, and adolescence. However, there are no existing psychometric measures to assess how parents assist children in employing emotion regulation strategies for negative emotions. We therefore developed the Parental Assistance with Child Emotion Regulation (PACER) Questionnaire to assess the degree to which parents assist their children in their use of ten different regulation strategies. In this paper, we describe the development of the PACER and examine its psychometric properties (N = 407 parents of children ages birth to 17 years). In so doing, we also use the PACER to comprehensively explore the links between parent-assisted emotion regulation and indices of parent and child stress, symptomatology, and attachment. Confirmatory factor analyses of the PACER items supported its intended ten-factor structure (corresponding to ten specific regulation strategies), which was invariant across different child age and sex categories. PACER scale scores had excellent internal consistency and generally acceptable test–retest reliability over a one-week period. Convergent validity was established via correlations between PACER scales and indices of parental emotion sensitivity, expressivity, and regulation, as well as parents’ perception of the efficacy of their assistance with children’s execution of emotion regulatory strategies. Lower parental facilitation of stereotypically adaptive emotion regulatory strategies was associated with higher child internalizing and externalizing problems and with poorer parent–child relationship quality. Overall, these findings suggest that the PACER may be a useful tool for the assessment of parental assistance with child emotion regulation across development.
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Data Availability
All study data is available by request from the corresponding author.
Notes
Previous versions of the PACER (described in greater detail in the SM) included items in each strategy-specific scale that were designed to test parents’ regulation efficacy.
If analyses are run on a reduced sample (n = 350) that excludes children under 3 years of age, the pattern of results remains the same. Ten-factor model: CFI = .973, RMSEA = .030 (.026-.033), SRMR = .047, AIC = 43,132.391.
CBCL raw scores were used in the present study given the inclusion of children under 18 months of age. In addition to the correlations presented in Table 5, all analyses involving the CBCL were re-run using a hierarchical multiple regression framework controlling for child age and sex. Results of these analyses yielded an identical pattern of results to the correlation results presented in Table 5, with the exception of a significant positive association between parental assistance with expressive suppression and externalizing problems in the 1.5–5 sample when controlling for child age and sex.
References
Achenbach, T. M., & Rescorla, L. (2001). Manual for the ASEBA school-age forms & profiles: An integrated system of multi-informant assessment. ASEBA.
Aldao, A., & Nolen-Hoeksema, S. (2010). Specificity of cognitive emotion regulation strategies: A transdiagnostic examination. Behaviour Research and Therapy, 48(10), 974–983. https://doi.org/10.1016/j.brat.2010.06.002.
Beck, A., Steer, R., & Brown, G. (1996). Manual for the Beck Depression Inventory-II (BDI-II). https://www.scienceopen.com/document?vid=9feb932d-1f91-4ff9-9d27-da3bda716129
Beck, A. T., & Steer, R. A. (1990). Manual for the Beck Anxiety Inventory. San Antonio, TX: Psychological Corporation.
Block, J. H. (1965). The Child-Rearing Practices Report (CRPR): A set of Q items for the description of parental socialization attitudes and values.
Burstein, M., Ginsburg, G. S., & Tein, J.-Y. (2010). Parental anxiety and child symptomatology: An examinzation of additive and interactive effects of parent psychopathology. Journal of Abnormal Child Psychology, 38(7), 897–909.
Byrne Barbara, M. (2016). Structural equation modeling with AMOS: Basic concepts, applications, and programming. New York: Routledge.
Callaghan, B. L., & Tottenham, N. (2016). The neuro-environmental loop of plasticity: A cross-species analysis of parental effects on emotion circuitry development following typical and adverse caregiving. Neuropsychopharmacology, 41(1), 163–176.
Cohen, S., Kamarck, T., & Mermelstein, R. (1994). Perceived Stress Scale (p. 10). Measuring Stress: A Guide for Health and Social Scientists.
Cohodes, E., Hagan, M., Lieberman, A. F., & Dimmler, M. H. (2016). Maternal meta-emotion philosophy and cognitive functioning in children exposed to violence. Journal of Child & Adolescent Trauma, 9(3), 191–199.
Cole, P. M., Lougheed, J. P., Chow, S.-M., & Ram, N. (2020). Development of emotion regulation dynamics across early childhood: A multiple time-scale approach. Affective Science. https://doi.org/10.1007/s42761-020-00004-y.
Cole, P. M., & Tan, P. Z. (2015). Emotion socialization from a cultural perspective.
Dozier, M., Roben, C. K. P., Caron, E., Hoye, J., & Bernard, K. (2018). Attachment and Biobehavioral Catch-up: An evidence-based intervention for vulnerable infants and their families. Psychotherapy Research, 28(1), 18–29. https://doi.org/10.1080/10503307.2016.1229873.
Fabes, R. A., Eisenberg, N., & Bernzweig, J. (1990). The coping with children’s negative emotions scale: Procedures and scoring. Available from Authors: Arizona State University.
Feldman, R. (2015). Mutual influences between child emotion regulation and parent–child reciprocity support development across the first 10 years of life: Implications for developmental psychopathology. Development and Psychopathology, 27(4pt1), 1007–1023. https://doi.org/10.1017/S0954579415000656
Francis, S. E., & Chorpita, B. F. (2010). Development and evaluation of the Parental Beliefs about Anxiety Questionnaire. Journal of Psychopathology and Behavioral Assessment, 32(1), 138–149. https://doi.org/10.1007/s10862-009-9133-5.
Garnefski, N., & Kraaij, V. (2007). The Cognitive Emotion Regulation Questionnaire. European Journal of Psychological Assessment, 23(3), 141–149. https://doi.org/10.1027/1015-5759.23.3.141.
Gee, D. G. (2016). Sensitive periods of emotion regulation: Influences of parental care on frontoamygdala circuitry and plasticity: Sensitive periods of emotion regulation. New Directions for Child and Adolescent Development, 2016(153), 87–110. https://doi.org/10.1002/cad.20166.
Gee, D. G., & Casey, B. J. (2015). The impact of developmental timing for stress and recovery. Neurobiology of Stress, 1, 184–194. https://doi.org/10.1016/j.ynstr.2015.02.001.
Gee, D. G., Gabard-Durnam, L., Telzer, E. H., Humphreys, K. L., Goff, B., Shapiro, M., et al. (2014). Maternal buffering of human amygdala-prefrontal circuitry during childhood but not during adolescence. Psychological Science, 25(11), 2067–2078. https://doi.org/10.1177/0956797614550878.
Gianino, A., & Tronick, E. Z. (1988). The mutual regulation model: The infant’s self and interactive regulation and coping and defensive capacities. In Stress and coping across development (pp. 47–68). Lawrence Erlbaum Associates, Inc.
Goodman, S. H., & Gotlib, I. H. (1999). Risk for psychopathology in the children of depressed mothers: A developmental model for understanding mechanisms of transmission. Psychological Review, 106(3), 458.
Gottman, J. M., Katz, L. F., & Hooven, C. (1996). Parental meta-emotion philosophy and the emotional life of families: Theoretical models and preliminary data. Journal of Family Psychology, 10(3), 243.
Grabell, A. S., Huppert, T. J., Fishburn, F. A., Li, Y., Hlutkowsky, C. O., Jones, H. M., et al. (2019). Neural correlates of early deliberate emotion regulation: Young children’s responses to interpersonal scaffolding. Developmental Cognitive Neuroscience, 40, 100708.
Gratz, K. L., & Roemer, L. (2004). Multidimensional assessment of emotion regulation and dysregulation: Development, factor structure, and initial validation of the difficulties in emotion regulation scale. Journal of Psychopathology and Behavioral Assessment, 26(1), 41–54.
Gross, J. J. (1998). Antecedent-and response-focused emotion regulation: Divergent consequences for experience, expression, and physiology. Journal of Personality and Social Psychology, 74(1), 224.
Grolnick, W. S., & Farkas, M. (2002). Parenting and the development of children’s self-regulation. Handbook of parenting, 5, 89–110.
Gross, J. J. (2015). The Extended Process Model of Emotion Regulation: Elaborations, applications, and future directions. Psychological Inquiry, 26(1), 130–137. https://doi.org/10.1080/1047840X.2015.989751.
Gross, J. J., & John, O. P. (2003). Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. Journal of Personality and Social Psychology, 85(2), 348.
Gross, J. J., & Thompson, R. A. (2007). Emotion regulation: Conceptual foundations. In Handbook of emotion regulation (pp. 3–24). The Guilford Press.
Groth-Marnat, G. (2009). Handbook of Psychological Assessment. John Wiley & Sons.
Gunnar, M. R., & Donzella, B. (2002). Social regulation of the cortisol levels in early human development. Psychoneuroendocrinology, 27(1–2), 199–220.
Hakim-Larson, J., Parker, A., Lee, C., Goodwin, J., & Voelker, S. (2006). Measuring parental meta-emotion: Psychometric properties of the emotion-related parenting styles self-test. Early Education and Development, 17(2), 229–251. https://doi.org/10.1207/s15566935eed1702_2.
Halberstadt, A. G., Dunsmore, J. C., Bryant, A., Jr., Parker, A. E., Beale, K. S., & Thompson, J. A. (2013). Development and validation of the Parents’ Beliefs About Children’s Emotions Questionnaire. Psychological Assessment, 25(4), 1195–1210. https://doi.org/10.1037/a0033695.
Hembree-Kigin, T. L., & McNeil, C. B. (2013). Parent—Child interaction therapy. Springer Science & Business Media.
Hofer, M. A. (1978). Hidden regulatory processes in early social relationships. In Social Behavior (pp. 135–166). Springer.
Hostinar, C. E., Johnson, A. E., & Gunnar, M. R. (2015). Parent support is less effective in buffering cortisol stress reactivity for adolescents compared to children. Developmental Science, 18(2), 281–297.
Izadpanah, S., Barnow, S., Neubauer, A. B., & Holl, J. (2019). Development and validation of the Heidelberg Form for emotion regulation strategies (HFERST): Factor structure, reliability, and validity. Assessment, 26(5), 880–906.
Katz, L. F., & Windecker-Nelson, B. (2004). Parental meta-emotion philosophy in families with conduct-problem children: Links with peer relations. Journal of Abnormal Child Psychology, 32(4), 385–398.
Katz, L., & Hunter, E. (2007). Maternal Meta-emotion Philosophy and Adolescent Depressive Symptomatology. Social Development, 16(2), 343–360.
Keller, H., Lohaus, A., Kuensemueller, P., Abels, M., Yovsi, R., Voelker, S., Jensen, H., Papaligoura, Z., Rosabal-Coto, M., & Kulks, D. (2004). The bio-culture of parenting: Evidence from five cultural communities. Parenting: Science and Practice, 4(1), 25–50.
Kochanska, G., Coy, K. C., & Murray, K. T. (2001). The Development of Self-Regulation in the First Four Years of Life. Child Development, 72(4), 1091–1111. https://doi.org/10.1111/1467-8624.00336.
Lagacé-Séguin, D. G., & Coplan, R. J. (2005). Maternal emotional styles and child social adjustment: Assessment, correlates, outcomes and goodness of fit in early childhood. Social Development, 14(4), 613–636.
Lee, C. H., Hakim-Larson, J., & Voelker, S. (2000). The Parenting Styles Self-Test: Psychometric properties. Ottawa, Ontario: Poster Presented at the Annual Meeting of the Canadian Psychological Association.
Litman, L., Robinson, J., & Abberbock, T. (2017). TurkPrime. com: A versatile crowdsourcing data acquisition platform for the behavioral sciences. Behavior Research Methods, 49(2), 433–442.
Lovejoy, M. C., Weis, R., O’Hare, E., & Rubin, E. C. (1999). Development and initial validation of the Parent Behavior Inventory. Psychological Assessment, 11(4), 534.
Lunkenheimer, E., Diercks, C., Lobo, F., Cole, P., & Olson, S. (2020). The Role of Dynamic, Dyadic Parent-Child Processes in Parental Socialization of Emotion. Developmental Psychology, 56, 566–577. https://doi.org/10.1037/dev0000808.
Morris, A. S., Silk, J. S., Steinberg, L., Myers, S. S., & Robinson, L. R. (2007). The Role of the Family Context in the Development of Emotion Regulation. Social Development (Oxford, England), 16(2), 361–388. https://doi.org/10.1111/j.1467-9507.2007.00389.x.
Myruski, S., Birk, S., Karasawa, M., Kamikubo, A., Kazama, M., Hirabayashi, H., & Dennis-Tiwary, T. (2019). Neural signatures of child cognitive emotion regulation are bolstered by parental social regulation in two cultures. Social Cognitive and Affective Neuroscience, 14(9), 947–956. https://doi.org/10.1093/scan/nsz070.
Pratt, M., Singer, M., Kanat-Maymon, Y., & Feldman, R. (2015). Infant negative reactivity defines the effects of parent–child synchrony on physiological and behavioral regulation of social stress. Development and Psychopathology, 27(4pt1), 1191–1204.
Preece, D. A., Becerra, R., Robinson, K., Dandy, J., & Allan, A. (2018). Measuring emotion regulation ability across negative and positive emotions: The Perth Emotion Regulation Competency Inventory (PERCI). Personality and Individual Differences, 135, 229–241.
Rohner, R. P., & Ali, S. (2016). Parental acceptance-rejection questionnaire (PARQ). In Encyclopedia of personality and individual differences (pp. 1–4). Springer, Cham.
Rosseel, Y. (2012). lavaan: An R package for structural equation modeling and more Version 0.5–12 (BETA). 37.
Saarni, C. (1999). The development of emotional competence. Guilford Press.
Shields, A., & Cicchetti, D. (1998). Reactive aggression among maltreated children: The contributions of attention and emotion dysregulation. Journal of Clinical Child Psychology, 27(4), 381–395.
Stevens, J. P. (1992). Applied multivariate statistics for the social sciences. Hillsdale, NJ: Erlbaum.
Thompson, R. A., & Goodman, M. (2009). Development of Emotion Regulation: More than Meets the Eye. In A. M. Kring & D. M. Sloan (Eds.), Emotion Regulation and Psychopathology: A Transdiagnostic Approach to Etiology and Treatment. Guilford Press.
Tottenham, N. (2015). Social scaffolding of human amygdala-mPFCcircuit development. Social Neuroscience, 10(5), 489–499. https://doi.org/10.1080/17470919.2015.1087424.
Volling, B. L., McElwain, N. L., Notaro, P. C., & Herrera, C. (2002). Parents’ emotional availability and infant emotional competence: Predictors of parent-infant attachment and emerging self-regulation. Journal of Family Psychology, 16(4), 447–465. https://doi.org/10.1037/0893-3200.16.4.447.
Waters, S. F., Virmani, E. A., Thompson, R. A., Meyer, S., Raikes, H. A., & Jochem, R. (2010). Emotion Regulation and Attachment: Unpacking Two Constructs and Their Association. Journal of Psychopathology and Behavioral Assessment, 32(1), 37–47. https://doi.org/10.1007/s10862-009-9163-z.
Acknowledgments
The authors would like to acknowledge Luise Pruessner, Paola Odriozola, and Jason Haberman for their contributions to initial brainstorming about the development of the PACER and Krystal Augustine, Natalie Daumeyer, and Camila Caballero for their assistance with the MTurk platform. Finally, the authors would like to acknowledge the undergraduate research assistants who contributed to form creation, code development, and table creation: Uma Raul, Ana Greenberg, and Hannah Logan.
Funding
This work was supported by the National Institutes of Health (NIH) Director’s Early Independence Award (DP5OD021370) to D.G.G., Brain & Behavior Research Foundation (National Alliance for Research on Schizophrenia and Depression; NARSAD) Young Investigator Award to D.G.G., Jacobs Foundation Early Career Research Fellowship to D.G.G., The Society for Clinical Child and Adolescent Psychology (Division 53 of the American Psychological Association) Richard "Dick" Abidin Early Career Award and Grant to D.G.G., NSF GRFP Award (NSF DGE1752134) to E.M.C., The Society for Clinical Child and Adolescent Psychology (Division 53 of the American Psychological Association) Donald Routh Dissertation Grant to E.M.C., the American Psychological Foundation Elizabeth Munsterberg Koppitz Child Psychology Graduate Fellowship to E.M.C., a Dissertation Funding Award from the Society for Research in Child Development to E.M.C., and a Dissertation Research Award from the American Psychological Association to E.M.C.
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All authors contributed to the study conception and design. Material preparation and data collection were performed by Emily Cohodes, Sarah McCauley, and Dylan Gee. Analysis was performed by David Preece and Emily Cohodes, with input from Dylan Gee and James Gross. Emily Cohodes, David Preece, Marisa Rogers, and Sarah McCauley created all tables and appendices for the manuscript. The first draft of the manuscript was written by Emily Cohodes, and all authors made substantive contributions to manuscript revisions. All authors read and approved the final manuscript.
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Cohodes, E.M., Preece, D.A., McCauley, S. et al. Development and Validation of the Parental Assistance with Child Emotion Regulation (PACER) Questionnaire. Res Child Adolesc Psychopathol 50, 133–148 (2022). https://doi.org/10.1007/s10802-020-00759-9
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DOI: https://doi.org/10.1007/s10802-020-00759-9