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Gepubliceerd in:

20-06-2024

Associations between Computationally Derived Parent Emotional Sentiment Scores and Child ADHD and ODD Over Time

Auteurs: Katharine Selah, Hanna C. Gustafsson, Hannah E. Morton, Zachary Sims, Tara Peris, Sarah L. Karalunas, Joel T. Nigg

Gepubliceerd in: Research on Child and Adolescent Psychopathology | Uitgave 11/2024

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Abstract

Family emotional climate is often assessed as expressed emotion (EE) using the five-minute speech sample (FMSS). Parent EE is related to child externalizing behavior, but the relationship with ADHD apart from externalizing is unclear. We report the largest ADHD-non-ADHD study of EE to date, introduce computational scoring of the FMSS to assay parent negative sentiment, and use this to evaluate reciprocal parent-child effects over time in ADHD while considering comorbid ODD. Parents of 810 children (nADHD = 509), aged 7–13 years old, completed the FMSS at three points. The FMSS was expert-coded for EE-Criticism at Time 1 and Time 2, negative sentiment was scored at all three time points. Sentiment and EE-Criticism were moderately correlated (r =.39, p <.001, 95% CI [0.32, 0.46]), and each was similarly correlated with baseline ADHD symptoms (r’s range 0.31-0.33, p <.001) and ODD symptoms (r(ODD-EE) = 0.35, p <.001; r(ODD-sentiment = 0.28, p <.001). A longitudinal, cross-lagged panel model revealed that increases over time in parental negative sentiment scores led to increased ODD symptoms. Parent sex (namely fathers, but not mothers) showed an interaction effect of sentiment with ADHD. ADHD and ODD are independently and jointly associated with parental EE-Criticism and negative sentiment assessed by the FMSS cross-sectionally. A recursive effects model is supported for ODD, but for ADHD effects depend on which parent is assessed. For fathers, ADHD was related to negative sentiment in complex manners but for mothers, negative sentiment was related primarily to ODD.
Voetnoten
1
Table 1
Sample descriptive data
https://static-content.springer.com/image/art%3A10.1007%2Fs10802-024-01217-6/MediaObjects/10802_2024_1217_Fig4_HTML.png
Race was determined through demographic survey, asking respondents to select whether they identify as American Indian/Alaska Native, Asian/East Asian, Black, Native Hawaiian/Pacific Islander, White/Middle Eastern, or Decline to Answer/Unknown. Ethnicity was inquired about as Hispanic/Latino or Non-Hispanic. A combined variable was created to incorporate any and all identities outside of White and Non-Hispanic (the 81% described). Individual Ns for non-white specific race at Year 1 are as follows: 16– American Indian/Alaska Native, 43– Asian/East Asian, 57– Black, Native Hawaiian/Pacific Islander– 7, Declined to Respond/Unknown– 4.
 
Literatuur
go back to reference Bell, Z., Shader, T., Webster-Stratton, C., Reid, M. J., & Beauchaine, T. P. (2018). Improvements in negative parenting mediate changes in children’s autonomic responding following a Preschool intervention for ADHD. Clinical Psychological Science: A Journal of the Association for Psychological Science, 6(1), 134–144. https://doi.org/10.1177/2167702617727559.CrossRefPubMed Bell, Z., Shader, T., Webster-Stratton, C., Reid, M. J., & Beauchaine, T. P. (2018). Improvements in negative parenting mediate changes in children’s autonomic responding following a Preschool intervention for ADHD. Clinical Psychological Science: A Journal of the Association for Psychological Science, 6(1), 134–144. https://​doi.​org/​10.​1177/​2167702617727559​.CrossRefPubMed
go back to reference Brown, T. B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., Agarwal, S., Herbert-Voss, A., Krueger, G., Henighan, T., Child, R., Ramesh, A., Ziegler, D. M., Wu, J., Winter, C., … Amodei, D. (2020). Language Models are Few-Shot Learners (arXiv:2005.14165). arXiv. https://doi.org/10.48550/arXiv.2005.14165. Brown, T. B., Mann, B., Ryder, N., Subbiah, M., Kaplan, J., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A., Agarwal, S., Herbert-Voss, A., Krueger, G., Henighan, T., Child, R., Ramesh, A., Ziegler, D. M., Wu, J., Winter, C., … Amodei, D. (2020). Language Models are Few-Shot Learners (arXiv:2005.14165). arXiv. https://​doi.​org/​10.​48550/​arXiv.​2005.​14165.
go back to reference Cartwright, K. L., Bitsakou, P., Daley, D., Gramzow, R. H., Psychogiou, L., Simonoff, E., Thompson, M. J., & Sonuga-Barke, E. J. S. (2011). Disentangling child and family influences on maternal expressed emotion toward children with attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 50(10), 1042–1053. https://doi.org/10.1016/j.jaac.2011.07.006.CrossRefPubMed Cartwright, K. L., Bitsakou, P., Daley, D., Gramzow, R. H., Psychogiou, L., Simonoff, E., Thompson, M. J., & Sonuga-Barke, E. J. S. (2011). Disentangling child and family influences on maternal expressed emotion toward children with attention-deficit/hyperactivity disorder. Journal of the American Academy of Child and Adolescent Psychiatry, 50(10), 1042–1053. https://​doi.​org/​10.​1016/​j.​jaac.​2011.​07.​006.CrossRefPubMed
go back to reference Christiansen, H., Oades, R. D., Psychogiou, L., Hauffa, B. P., & Sonuga-Barke, E. J. (2010). Does the cortisol response to stress mediate the link between expressed emotion and oppositional behavior in Attention-Deficit/Hyperactivity-Disorder (ADHD)? Behavioral and Brain Functions, 6(1), 1–11. https://doi.org/10.1186/1744-9081-6-45.CrossRef Christiansen, H., Oades, R. D., Psychogiou, L., Hauffa, B. P., & Sonuga-Barke, E. J. (2010). Does the cortisol response to stress mediate the link between expressed emotion and oppositional behavior in Attention-Deficit/Hyperactivity-Disorder (ADHD)? Behavioral and Brain Functions, 6(1), 1–11. https://​doi.​org/​10.​1186/​1744-9081-6-45.CrossRef
go back to reference Conners, K. C. (2008). Conners (3rd ed. Manual). New York, NY: Multi- Health Systems, Inc (Inc. Multi- Health Systems, Ed.). Conners, K. C. (2008). Conners (3rd ed. Manual). New York, NY: Multi- Health Systems, Inc (Inc. Multi- Health Systems, Ed.).
go back to reference Devlin, J., Chang, M. W., Lee, K., & Toutanova, K. (2019). BERT: Pre-training of deep bidirectional transformers for language understanding. NAACL HLT 2019–2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, 1, 4171–4186. https://github.com/tensorflow/tensor2tensor. Devlin, J., Chang, M. W., Lee, K., & Toutanova, K. (2019). BERT: Pre-training of deep bidirectional transformers for language understanding. NAACL HLT 2019–2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, 1, 4171–4186. https://​github.​com/​tensorflow/​tensor2tensor.
go back to reference DuPaul, G. J., Power, T. J., Anastopoulos, A. D., & Reid, R. (1998). ADHD rating Scale-IV: Checklists, norms, & clinical interpretation. Guilford Press. DuPaul, G. J., Power, T. J., Anastopoulos, A. D., & Reid, R. (1998). ADHD rating Scale-IV: Checklists, norms, & clinical interpretation. Guilford Press.
go back to reference First, M. B., & Gibbon, M. (2004). The structured clinical interview for DSM-IV Axis I disorders (SCID-I) and the structured clinical interview for DSM-IV Axis II disorders (SCID-II). Comprehensive handbook of psychological assessment, Vol. 2: Personality assessment (pp. 134–143). John Wiley & Sons, Inc. First, M. B., & Gibbon, M. (2004). The structured clinical interview for DSM-IV Axis I disorders (SCID-I) and the structured clinical interview for DSM-IV Axis II disorders (SCID-II). Comprehensive handbook of psychological assessment, Vol. 2: Personality assessment (pp. 134–143). John Wiley & Sons, Inc.
go back to reference Hinshaw, S. P., Nguyen, P. T., O’Grady, S. M., & Rosenthal, E. A. (2022). Annual research review: Attention-deficit/hyperactivity disorder in girls and women: Underrepresentation, longitudinal processes, and key directions. Journal of Child Psychology and Psychiatry, and Allied Disciplines , 63(4), 484–496. https://doi.org/10.1111/jcpp.13480 Hinshaw, S. P., Nguyen, P. T., O’Grady, S. M., & Rosenthal, E. A. (2022). Annual research review: Attention-deficit/hyperactivity disorder in girls and women: Underrepresentation, longitudinal processes, and key directions. Journal of Child Psychology and Psychiatry, and Allied Disciplines , 63(4), 484–496. https://​doi.​org/​10.​1111/​jcpp.​13480
go back to reference Hinshaw, S. P., Owens, E. B., Wells, K. C., Kraemer, H. C., Abikoff, H. B., Arnold, L. E., Conners, C. K., Elliott, G., Greenhill, L. L., Hechtman, L., Hoza, B., Jensen, P. S., March, J. S., Newcorn, J. H., Pelham, W. E., Swanson, J. M., Vitiello, B., & Wigal, T. (2000). Family processes and treatment outcome in the MTA: Negative/ineffective parenting practices in relation to multimodal treatment. Journal of Abnormal Child Psychology, 28(6), 555–568. https://doi.org/10.1023/a:1005183115230.CrossRefPubMed Hinshaw, S. P., Owens, E. B., Wells, K. C., Kraemer, H. C., Abikoff, H. B., Arnold, L. E., Conners, C. K., Elliott, G., Greenhill, L. L., Hechtman, L., Hoza, B., Jensen, P. S., March, J. S., Newcorn, J. H., Pelham, W. E., Swanson, J. M., Vitiello, B., & Wigal, T. (2000). Family processes and treatment outcome in the MTA: Negative/ineffective parenting practices in relation to multimodal treatment. Journal of Abnormal Child Psychology, 28(6), 555–568. https://​doi.​org/​10.​1023/​a:​1005183115230.CrossRefPubMed
go back to reference Hooley, J. M. (1987). The nature and origins of expressed emotion. In K. H. & M. Goldstein (Eds.), Understanding major mental disorders: The contribution of family interaction research (pp. 176–194). Family Process. Hooley, J. M. (1987). The nature and origins of expressed emotion. In K. H. & M. Goldstein (Eds.), Understanding major mental disorders: The contribution of family interaction research (pp. 176–194). Family Process.
go back to reference HuggingFace (2016). Hugging Face: The AI community building the future. https://huggingface.co/. HuggingFace (2016). Hugging Face: The AI community building the future. https://​huggingface.​co/​.​
go back to reference Magaña-Amato, A. B. (1993). Manual for coding expressed emotion from the five minute speech sample: UCLA family project. UCLA. Magaña-Amato, A. B. (1993). Manual for coding expressed emotion from the five minute speech sample: UCLA family project. UCLA.
go back to reference Mazza, C., Formica, F., Ferracuti, S., Ricci, E., Colasanti, M., Biondi, S., Di Domenico, A., & Roma, P. (2022). High expressed emotion (HEE), assessed using the five-Minute Speech Sample (FMSS), as a predictor of Psychiatric Relapse in patients with Schizophrenia and Major Depressive disorder: A Meta-analysis and Meta-regression. Journal of Clinical Medicine, 11(21), 6533. https://doi.org/10.3390/jcm11216533.CrossRefPubMedPubMedCentral Mazza, C., Formica, F., Ferracuti, S., Ricci, E., Colasanti, M., Biondi, S., Di Domenico, A., & Roma, P. (2022). High expressed emotion (HEE), assessed using the five-Minute Speech Sample (FMSS), as a predictor of Psychiatric Relapse in patients with Schizophrenia and Major Depressive disorder: A Meta-analysis and Meta-regression. Journal of Clinical Medicine, 11(21), 6533. https://​doi.​org/​10.​3390/​jcm11216533.CrossRefPubMedPubMedCentral
go back to reference Muthén, L. K., & Muthén, B. O. (2002). Mplus user’s guide v. 8. Issue March). Muthén, L. K., & Muthén, B. O. (2002). Mplus user’s guide v. 8. Issue March).
go back to reference Nigg, J. T., Karalunas, S. L., Gustafsson, H. C., Bhatt, P., Ryabinin, P., Mooney, M. A., Faraone, S. V., Fair, D. A., & Wilmot, B. (2020). Evaluating chronic emotional dysregulation and irritability in relation to ADHD and depression genetic risk in children with ADHD. Journal of Child Psychology and Psychiatry and Allied Disciplines, 61(2), 205–214. https://doi.org/10.1111/jcpp.13132.CrossRefPubMed Nigg, J. T., Karalunas, S. L., Gustafsson, H. C., Bhatt, P., Ryabinin, P., Mooney, M. A., Faraone, S. V., Fair, D. A., & Wilmot, B. (2020). Evaluating chronic emotional dysregulation and irritability in relation to ADHD and depression genetic risk in children with ADHD. Journal of Child Psychology and Psychiatry and Allied Disciplines, 61(2), 205–214. https://​doi.​org/​10.​1111/​jcpp.​13132.CrossRefPubMed
go back to reference Rea, H. M., Factor, R. S., Kao, W., & Shaffer, A. (2020). A Meta-analytic review of the five Minute Speech Sample as a measure of Family Emotional Climate for Youth: Relations with internalizing and externalizing symptomatology. Child Psychiatry & Human Development, 51, 656–669. https://doi.org/10.1007/s10578-020-00964-z.CrossRef Rea, H. M., Factor, R. S., Kao, W., & Shaffer, A. (2020). A Meta-analytic review of the five Minute Speech Sample as a measure of Family Emotional Climate for Youth: Relations with internalizing and externalizing symptomatology. Child Psychiatry & Human Development, 51, 656–669. https://​doi.​org/​10.​1007/​s10578-020-00964-z.CrossRef
go back to reference Richards, J. S., Vásquez, A. A., Rommelse, N. N. J., Oosterlaan, J., Hoekstra, P. J., Franke, B., Hartman, C. A., & Buitelaar, J. K. (2014). Disorder (ADHD): Relation With Severity and Persistence of ADHD and Comorbidity. Journal of the American Academy of Child & Adolescent Psychiatry, 53(3), 311–319e1. https://doi.org/10.1016/j.jaac.2013.11.011. A Follow-Up Study of Maternal Expressed EmotionToward Children With Attention-Deficit/Hyperactivity. Richards, J. S., Vásquez, A. A., Rommelse, N. N. J., Oosterlaan, J., Hoekstra, P. J., Franke, B., Hartman, C. A., & Buitelaar, J. K. (2014). Disorder (ADHD): Relation With Severity and Persistence of ADHD and Comorbidity. Journal of the American Academy of Child & Adolescent Psychiatry, 53(3), 311–319e1. https://​doi.​org/​10.​1016/​j.​jaac.​2013.​11.​011. A Follow-Up Study of Maternal Expressed EmotionToward Children With Attention-Deficit/Hyperactivity.
go back to reference Socher, R., Perelygin, A., Wu, J. Y., Chuang, J., Manning, C. D., Ng, A. Y., & Potts, C. (2013). Recursive deep models for semantic compositionality over a sentiment treebank. EMNLP 2013–2013 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 1631–1642. http://nlp.stanford.edu/. Socher, R., Perelygin, A., Wu, J. Y., Chuang, J., Manning, C. D., Ng, A. Y., & Potts, C. (2013). Recursive deep models for semantic compositionality over a sentiment treebank. EMNLP 2013–2013 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 1631–1642. http://​nlp.​stanford.​edu/​.
go back to reference Understanding major mental disorders: The contribution of family interaction research Understanding major mental disorders: The contribution of family interaction research
Metagegevens
Titel
Associations between Computationally Derived Parent Emotional Sentiment Scores and Child ADHD and ODD Over Time
Auteurs
Katharine Selah
Hanna C. Gustafsson
Hannah E. Morton
Zachary Sims
Tara Peris
Sarah L. Karalunas
Joel T. Nigg
Publicatiedatum
20-06-2024
Uitgeverij
Springer US
Gepubliceerd in
Research on Child and Adolescent Psychopathology / Uitgave 11/2024
Print ISSN: 2730-7166
Elektronisch ISSN: 2730-7174
DOI
https://doi.org/10.1007/s10802-024-01217-6