The role of moment-to-moment dynamics of perceived stress and negative affect in co-occurring ADHD and internalising symptoms
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A maladaptive response to stress in individuals with high ADHD traits may be a key factor explaining co-occurring ADHD symptoms and internalising problems. The current study investigates whether between-person differences in ADHD traits are associated with differences in the within-person moment-to-moment coupling of stress and negative affect; and whether these can explain between-person differences in internalising problems (N = 262, median-age 20). Results of a dynamic structural equation model indicated that between-person differences in ADHD traits significantly moderated the daily life coupling between stress and negative affect. Further, higher ADHD traits were associated with stronger stress carry-over and higher mean levels of negative affect. Stress carry-over and mean levels of negative affect mediated the association between ADHD traits and internalising problems.
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As a result of internalising neurodivergent traits and stress, unsupported neurodivergent adults are at risk for co-morbid mental health disorders such as anxiety, depression, and post-traumatic stress, and suicide.
“As a result of internalising neurodivergent traits and stress [72], unsupported neurodivergent adults are at risk for co-morbid mental health disorders such as anxiety, depression, and post-traumatic stress [6, 47, 70] and suicide [35].”
From Burnout by Design: How Digital Systems Overburden Neurodivergent Students in Higher Education (2025) · cites this paper as [72]
The Conclusions report that increased stress reactivity partially mediates the association between ADHD traits and internalising problems, supporting a role for stress. The paper does not say that people internalise neurodivergent traits or establish this mechanism for neurodivergent adults generally. The citations attached to the later list of disorders and suicide are separate from this source. (LLM, conf=0.83)
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Cites
Prevalence and correlates of adult attention-deficit hyperactivity disorder: meta-analysis
Simon, V., Czobor, P., Bálint, S., Mészáros, Á., & Bitter, I. (2009) · British Journal of Psychiatry · doi:10.1192/bjp.bp.107.048827 · Cited by 1,601 · see citing works
The cognitive activation theory of stress.
Ursin, H., & Eriksen, H. R. (2004) · Psychoneuroendocrinology · doi:10.1016/s0306-4530(03)00091-x · Cited by 1,004 · see citing works
Carpenter, J. K., Andrews, L. A., Witcraft, S. M., Powers, M. B., Smits, J. A. J., & Hofmann, S. G. (2018) · Depression and Anxiety · doi:10.1002/da.22728 · Cited by 846 · see citing works
Adult ADHD and comorbid disorders: clinical implications of a dimensional approach
Katzman, M. A., Bilkey, T. S., Chokka, P. R., Fallu, A., & Klassen, L. J. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1463-3 · Cited by 732 · see citing works
Hamaker, E. L., Asparouhov, T., Brose, A., Schmiedek, F., & Muthén, B. (2018) · Multivariate Behavioral Research · doi:10.1080/00273171.2018.1446819 · Cited by 549 · see citing works
Chi, X., Bo, A., Liu, T., Zhang, P., & Chi, I. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.01034 · Cited by 176 · see citing works
Hirvikoski, T., Lindholm, T., Nordenström, A., Nordström, A.-L., & Lajic, S. (2009) · Hormones and Behavior · doi:10.1016/j.yhbeh.2008.12.004 · Cited by 123 · see citing works
Rhodes, S. M., Park, J., Seth, S., & Coghill, D. R. (2012) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2011.02436.x · Cited by 113 · see citing works
Stress at work: Differential experiences of high versus low SES workers
Damaske, S., Zawadzki, M. J., & Smyth, J. M. (2016) · Social Science & Medicine · doi:10.1016/j.socscimed.2016.03.010 · Cited by 71 · see citing works
Murray, A. L., Eisner, M., Obsuth, I., & Ribeaud, D. (2017) · Psychiatry Research · doi:10.1016/j.psychres.2017.01.005 · Cited by 35 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 34
- Adamou M Asherson P Arif M Buckenham L Cubbin S Dancza K Young S Recommendations for occupational therapy interventions for adults with ADHD: a consensus statement from the UK adult ADHD network BMC Psychiatry 2021 2021 21:1 1 1 9 10.1186/S12888-021-03070-Z PMC7863422 33541313 · DOI
- Almeida, D. M., Neupert, S. D., Banks, S. R., & Serido, J. (2005). Do daily stress processes account for socioeconomic health disparities? The Journals of Gerontology. Series B, Psychological Sciences and Social Sciences, 60 Spec No 2(SPEC. ISS. OCT.), 34–39. 10.1093/GERONB/60.SPECIAL_ISSUE_2.S34 16251588 · DOI
- Asparouhov T Hamaker EL Muthén B Dynamic Structural Equation Models Structural Equation Modeling 2018 25 3 359 388 10.1080/10705511.2017.1406803 29624092 · DOI
- Booij SH Snippe E Jeronimus BF Wichers M Wigman JTW Affective reactivity to daily life stress: Relationship to positive psychotic and depressive symptoms in a general population sample Journal of Affective Disorders 2018 225 474 481 10.1016/J.JAD.2017.08.051 28863300 · DOI
- Combs MA Canu WH Broman-Fulks JJ Rocheleau CA Nieman DC Perceived Stress and ADHD Symptoms in Adults Http://Dx Doi Org/10 1177/1087054712459558 2012 19 5 425 434 10.1177/1087054712459558 23034340 · DOI · Paper page
- Cowen PJ Cortisol, serotonin and depression: All stressed out? The British Journal of Psychiatry 2002 180 2 99 100 10.1192/BJP.180.2.99 11823315 · DOI
- Eisner M Ribeaud D Conducting a Criminological Survey in a Culturally Diverse Context European Journal of Criminology 2007 4 3 271 298 10.1177/1477370807077183 · DOI
- Eisner NL Murray AL Eisner M Ribeaud D A practical guide to the analysis of non-response and attrition in longitudinal research using a real data example International Journal of Behavioral Development 2019 43 1 24 34 10.1177/0165025418797004 · DOI · Paper page
- Hackman DA Betancourt LM Brodsky NL Hurt H Farah MJ Neighborhood disadvantage and adolescent stress reactivity Frontiers in Human Neuroscience 2012 0 SEPTEMBER 277 10.3389/FNHUM.2012.00277/BIBTEX PMC3469875 23091454 · DOI
- Hartman CA Rommelse N van der Klugt CL Wanders RBK Timmerman ME Stress Exposure and the Course of ADHD from Childhood to Young Adulthood: Comorbid Severe Emotion Dysregulation or Mood and Anxiety Problems Journal of Clinical Medicine 2019 2019 8 11 1824 10.3390/JCM8111824 PMC6912831 31683870 · DOI
- Hollenstein T This Time, It’s Real: Affective Flexibility, Time Scales, Feedback Loops, and the Regulation of Emotion Emotion Review 2015 7 4 308 315 10.1177/1754073915590621 · DOI
- Humphreys KL Katz SJ Lee SS Hammen C Brennan PA Najman JM The association of ADHD and depression: Mediation by peer problems and parent-child difficulties in two complementary samples Journal of Abnormal Psychology 2013 122 3 854 867 10.1037/a0033895 24016021 PMC3806877 · DOI
- Jacobs N Myin-Germeys I Derom C Delespaul P van Os J Nicolson NA A momentary assessment study of the relationship between affective and adrenocortical stress responses in daily life Biological Psychology 2007 74 1 60 66 10.1016/J.BIOPSYCHO.2006.07.002 16942831 · DOI
- Joseph NT Jiang Y Zilioli S Momentary emotions and salivary cortisol: A systematic review and meta-analysis of ecological momentary assessment studies Neuroscience & Biobehavioral Reviews 2021 125 365 379 10.1016/J.NEUBIOREV.2021.02.042 33662445 · DOI
- Kirmayer LJ Cultural Variations in the Clinical Presentation of Depression and Anxiety: Implications for Diagnosis and Treatment The Journal of Clinical Psychiatry 2001 62 suppl 13 3973 11434415
- Kuppens P Allen NB Sheeber LB Emotional inertia and psychological maladjustment Psychological Science 2010 21 7 984 991 10.1177/0956797610372634 20501521 PMC2901421 · DOI
- Kuzelova H Ptacek R Macek M The serotonin transporter gene (5-HTT) variant and psychiatric disorders: review of current literature Neuro Endocrinology Letters 2010 31 1 4 10 20150867
- Lackschewitz H Hüther G Kröner-Herwig B Physiological and psychological stress responses in adults with attention-deficit/hyperactivity disorder (ADHD) Psychoneuroendocrinology 2008 33 5 612 624 10.1016/J.PSYNEUEN.2008.01.016 18329819 · DOI
- Laungani P Cultural differences in stress and its management Stress Medicine 1993 9 1 37 43 10.1002/SMI.2460090108 · DOI
- Levy F Synaptic Gating and ADHD: A Biological Theory of Comorbidity of ADHD and Anxiety Neuropsychopharmacology 2004 2004 29:9 9 1589 1596 10.1038/sj.npp.1300469 15114344 · DOI
- McNeish D Hamaker EL A Primer on Two-Level Dynamic Structural Equation Models for Intensive Longitudinal Data in Mplus Psychological Methods 2019 10.1037/met0000250 31855015 · DOI
- Murray AL Eisner M Ribeaud D Can the social behavior questionnaire help meet the need for dimensional, transdiagnostic measures of childhood and adolescent psychopathology? European Journal of Psychological Assessment 2019 35 5 674 679 10.1027/1015-5759/a000442 · DOI
- Norvilitis JM Fang P Norvilitis, Fang / Perceptions of ADHD Journal of Attention Disorders 2005 10.1177/1087054705281123 16371664 · DOI
- Öster C Ramklint M Meyer J Isaksson J How do adolescents with ADHD perceive and experience stress? An interview study Nordic Journal of Psychiatry 2020 74 2 123 130 10.1080/08039488.2019.1677771 31613179 · DOI
- Otte C Cognitive behavioral therapy in anxiety disorders: current state of the evidence Dialogues in Clinical Neuroscience 2011 13 4 413 10.31887/DCNS.2011.13.4/COTTE 22275847 PMC3263389 · DOI · Paper page
- Ribeaud, D., Murray, A. L., Shanahan, L., Shanahan, M., & Eisner, M. (2022). Cohort Profile: The Zurich Project on the Social Development from Childhood to Adulthood (z-proso). Journal of Developmental and Life-Course Criminology, 8, 172–173. 10.1007/s40865-022-00195-x PMC8860297 35223378 · DOI
- Roy A Hartman CA Veenstra R Oldehinkel AJ Peer dislike and victimisation in pathways from ADHD symptoms to depression European Child and Adolescent Psychiatry 2015 24 8 887 895 10.1007/s00787-014-0633-9 25348085 · DOI
- Schlotz W Investigating associations between momentary stress and cortisol in daily life: What have we learned so far? Psychoneuroendocrinology 2019 105 105 116 10.1016/J.PSYNEUEN.2018.11.038 30503527 · DOI
- Tremblay RE Loeber R Gagnon C Charlebois P Larivée S LeBlanc M Disruptive boys with stable and unstable high fighting behavior patterns during junior elementary school Journal of Abnormal Child Psychology 1991 19 3 285 300 10.1007/BF00911232 1865046 · DOI
- Vitola ES Bau CHD Salum GA Horta BL Quevedo L Barros FC Grevet EH Exploring DSM-5 ADHD criteria beyond young adulthood: phenomenology, psychometric properties and prevalence in a large three-decade birth cohort Psychological Medicine 2017 47 4 744 754 10.1017/S0033291716002853 27866484 · DOI
- Wadsworth, M. E., Evans, G. W., Grant, K., Carter, J. S., & Duffy, S. (2016). Poverty and the Development of Psychopathology. Developmental Psychopathology, 1–44. 10.1002/9781119125556.DEVPSY404 · DOI
- Watson, D., & Clark, A. (1999). L. The PANAS-X: Manual for the Positive and Negative Affect Schedule - Expanded Form. 10.17077/48vt-m4t2 · DOI
- Wichers M Myin-Germeys I Jacobs N Peeters F Kenis G Derom C Van Os J Genetic risk of depression and stress-induced negative affect in daily life The British Journal of Psychiatry 2007 191 3 218 223 10.1192/BJP.BP.106.032201 17766761 · DOI
- Wichers M Wigman JTW Myin-Germeys I Micro-Level Affect Dynamics in Psychopathology Viewed From Complex Dynamical System Theory Emotion Review 2015 7 4 362 367 10.1177/1754073915590623 · DOI
Cited by
Sorted by citations
Burnout by Design: How Digital Systems Overburden Neurodivergent Students in Higher Education
Tcherdakoff, N. A., Marshall, P., Dowthwaite, A., Bird, J., & Cox, A. L. (2025) · Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work · doi:10.1145/3729176.3729193 · Cited by 9 · see citing works
- Authors
- Speyer, L. G., Brown, R. H., Ribeaud, D., Eisner, M., & Murray, A. L.
- Affiliations
- University of Cambridge (GB)
- University of Edinburgh (GB)
- University of Zurich (CH)
- Corresponding author
- Speyer, Lydia Gabriela
- Venue
- Journal of Autism and Developmental Disorders
- Published
- 2022-06-08
- Volume
- 53
- Issue
- 3
- Pages
- 1213-1223
- ISSN
- 0162-3257 (ISSN-L)
- 1573-3432
- PMC
- PMC9986209
- OpenAlex
- W4282939352
- Cited by
- 29
- References
- 10
- Citations by year
- 2026: 8 · 2025: 9 · 2024: 7 · 2023: 3 · 2022: 2
- FWCI
- 3.42
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Journal of Autism and Developmental Disorders (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Edinburgh Research Explorer (University of Edinburgh) (publishedVersion, cc-by)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion, cc-by)
- Funders
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (10FI17_198052)
- Jacobs Foundation (Jacobs Foundation)
- Jacobs Center (Jacobs Center)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Attention Deficit Hyperactivity Disorder
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- ADHD traits, internalizing problems, perceived stress, negative affect, within-person dynamics, everyday life, maladaptive stress response, mediation
- MeSH terms
- Autism Spectrum Disorder, Adult, Affect, Attention Deficit Disorder with Hyperactivity, Humans, Phenotype, Stress, Psychological, Young Adult
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