Abstract
Objectives
The present study aimed at combining previous separate research findings having shown that executive functions (EF) contribute to a large range of emotional and behavioral problems among youths with and without neurodevelopmental disorders such as dyslexia and ADHD. Within a unifying framework, it investigated the mediational roles of ADHD symptoms and emotion regulation (ER) difficulties in the association between various EF and internalizing symptoms.
Methods
The sample included 82 adolescents with ADHD, dyslexia, comorbid ADHD/dyslexia, and typically developing adolescents, thus showing varying EF deficits. Whereas EF (attentional control, inhibition, shifting, working memory) were assessed in behavioral tasks, parents reported on ADHD symptoms, and ER and internalizing (anxiety, depression) symptoms were assessed via self-reports.
Results
In two-path mediation analyses, ADHD symptoms and ER problems mediated the association between working memory and anxiety (via inattention and ER, a1d21b2 = − .27, 95% CI [− .58, − .04]; via hyperactivity and ER, a1d21b2 = − .19, 95% CI [− .42, − .02]) and depression symptoms (via inattention and ER, a1d21b2 = − .20, 95% CI [− .54, − .03]; via hyperactivity and ER, a1d21b2 = − .24, 95% CI [− .48, − .03]). Hyperactivity and ER, but not inattention and ER, mediated the association between inhibition and internalizing symptoms (predicting anxiety, a1d21b2 = .003, 95% CI [.0001, .009]; predicting depression, a1d21b2 = .004, 95% CI [.002, .009]) as well as between attentional control and internalizing symptoms (predicting anxiety, a1d21b2 = .01, 95% CI [.001, .03]; predicting depression, a1d21b2 = .01, 95% CI [.004, .03]).
Conclusions
These results offer an insight into how ADHD symptoms and ER problems mediate the association between EF components and internalizing symptoms, with potential implications for prevention and intervention measures.
Similar content being viewed by others
References
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
American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders (4th ed., text rev.). Washington, DC: American Psychiatric Association
Arnett, A. B., Pennington, B. F., Friend, A., Willcutt, E. G., Byrne, B., Samuelsson, S., & Olson, R. K. (2013). The SWAN captures variance at the negative and positive ends of the ADHD symptom dimension. Journal of Attention Disorders, 17(2), 152–162. https://doi.org/10.1177/1087054711427399
Barkley, R. A. (1997). Behavioral inhibition, sustained attention, and executive functions: Constructing a unifying theory of ADHD. Psychological Bulletin, 121(1), 65–94. https://doi.org/10.1037//0033-2909.121.1.65
Beauchaine, T. P. (2015). Future directions in emotion dysregulation and youth psychopathology. Journal of Clinical Child & Adolescent Psychology, 44(5), 875–896. https://doi.org/10.1080/15374416.2015.1038827
Bonanno, G. A., & Burton, C. L. (2013). Regulatory flexibility: An individual differences perspective on coping and emotion regulation. Perspectives on Psychological Science, 8(6), 591–612. https://doi.org/10.1177/1745691613504116
Booth, J. N., Boyle, J. M. E., & Kelly, S. W. (2010). Do tasks make a difference? Accounting for heterogeneity of performance of children with reading difficulties on tasks of executive function: Findings from a meta-analysis. British Journal of Developmental Psychology, 28(1), 133–176. https://doi.org/10.1348/026151009X485432
Booth, J. N., Boyle, J. M. E., & Kelly, S. W. (2014). The relationship between inhibition and working memory in predicting children’s reading difficulties: Inhibition, working memory and children’s reading difficulties. Journal of Research in Reading, 37(1), 84–101. https://doi.org/10.1111/1467-9817.12011
Boyes, M. E., Leitão, S., Claessen, M., Badcock, N. A., & Nayton, M. (2020). Correlates of externalising and internalising problems in children with dyslexia: An analysis of data from clinical casefiles. Australian Psychologist. https://doi.org/10.1111/AP.12409
Bunford, N., Brandt, N. E., Golden, C., Dykstra, J. B., Suhr, J. A., & Owens, J. S. (2015). Attention-deficit/hyperactivity disorder symptoms mediate the association between deficits in executive functioning and social impairment in children. Journal of Abnormal Child Psychology, 43(1), 133–147. https://doi.org/10.1007/s10802-014-9902-9
Carlson, S. M., & Wang, T. S. (2007). Inhibitory control and emotion regulation in preschool children. Cognitive Development, 22(4), 489–510. https://doi.org/10.1016/j.cogdev.2007.08.002
Castellanos, F. X., Sonuga-Barke, E. J. S., Milham, M. P., & Tannock, R. (2006). Characterizing cognition in ADHD: Beyond executive dysfunction. Trends in Cognitive Sciences, 10(3), 117–123. https://doi.org/10.1016/j.tics.2006.01.011
Chorpita, B. F., Moffitt, C. E., & Gray, J. (2005). Psychometric properties of the revised child anxiety and depression scale in a clinical sample. Behaviour Research and Therapy, 43(3), 309–322. https://doi.org/10.1016/j.brat.2004.02.004
Chorpita, B. F., Yim, L., Moffitt, C., Umemoto, L. A., & Francis, S. E. (2000). Assessment of symptoms of DSM-IV anxiety and depression in children: A revised child anxiety and depression scale. Behaviour Research and Therapy, 38(8), 835–855. https://doi.org/10.1016/S0005-7967(99)00130-8
Christ, S. E., Kester, L. E., Bodner, K. E., & Miles, J. H. (2011). Evidence for selective inhibitory impairment in individuals with autism spectrum disorder. Neuropsychology, 25(6), 690. https://doi.org/10.1037/a0024256
Congdon, E., Mumford, J. A., Cohen, J. R., Galvan, A., Canli, T., & Poldrack, R. A. (2012). Measurement and reliability of response inhibition. Frontiers in Psychology, 3. https://doi.org/10.3389/fpsyg.2012.00037
Conners, C. K. (2008). Conners 3rd edition : Manual. Toronto, Ontario, Canada: Multi-Health Systems
Dahle, A. E., & Knivsberg, A.-M. (2014). Internalizing, externalizing and attention problems in dyslexia. Scandinavian Journal of Disability Research, 16(2), 179–193. https://doi.org/10.1080/15017419.2013.781953
Dan-Glauser, E. S., & Scherer, K. R. (2013). The difficulties in emotion regulation scale (DERS): Factor structure and consistency of a French translation. Swiss Journal of Psychology, 72(1), 5–11. https://doi.org/10.1024/1421-0185/a000093
Demeyer, I., De Lissnyder, E., Koster, E. H. W., & De Raedt, R. (2012). Rumination mediates the relationship between impaired cognitive control for emotional information and depressive symptoms: A prospective study in remitted depressed adults. Behaviour Research and Therapy, 50(5), 292–297. https://doi.org/10.1016/j.brat.2012.02.012
Diamond, A. (2013). Executive functions. Annual Review of Psychology, 64(1), 135–168. https://doi.org/10.1146/annurev-psych-113011-143750
Disner, S. G., Beevers, C. G., Haigh, E. A. P., & Beck, A. T. (2011). Neural mechanisms of the cognitive model of depression. Nature Reviews Neuroscience, 12(8), 467–477. https://doi.org/10.1038/nrn3027
Doyle, C., Smeaton, A. F., Roche, R. A. P., & Boran, L. (2018). Inhibition and updating, but not switching, predict developmental dyslexia and individual variation in reading ability. Frontiers in Psychology, 9. https://doi.org/10.3389/fpsyg.2018.00795
Eriksen, B. A., & Eriksen, C. W. (1974). Effects of noise letters upon the identification of a target letter in a nonsearch task. Perception & Psychophysics, 16(1), 143–149. https://doi.org/10.3758/BF03203267
Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007). Anxiety and cognitive performance: Attentional control theory. Emotion, 7(2), 336–353. https://doi.org/10.1037/1528-3542.7.2.336
Gioia, G. A., Isquith, P. K., Guy, S. C., & Kenworthy, L. (2000). Test review: Behavior rating inventory of executive function. Child Neuropsychology, 6(3), 235–238. https://doi.org/10.1076/chin.6.3.235.3152
Giovagnoli, S., Mandolesi, L., Magri, S., Gualtieri, L., Fabbri, D., Tossani, E., & Benassi, M. (2020). Internalizing symptoms in developmental dyslexia: A comparison between primary and secondary school. Frontiers in Psychology, 11, 461. https://doi.org/10.3389/fpsyg.2020.00461
Gonçalves, S. F., Chaplin, T. M., Turpyn, C. C., Niehaus, C. E., Curby, T. W., Sinha, R., & Ansell, E. B. (2019). Difficulties in emotion regulation predict depressive symptom trajectory from early to middle adolescence. Child Psychiatry & Human Development, 50(4), 618–630. https://doi.org/10.1007/s10578-019-00867-8
Grant, D. A., & Berg, E. (1948). A behavioral analysis of degree of reinforcement and ease of shifting to new responses in a Weigl-type card-sorting problem. Journal of Experimental Psychology, 38(4), 404. https://doi.org/10.1037/h0059831
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. https://doi.org/10.1023/B:JOBA.0000007455.08539.94
Graziano, P. A., & Garcia, A. (2016). Attention-deficit hyperactivity disorder and children’s emotion dysregulation: A meta-analysis. Clinical Psychology Review, 46, 106–123. https://doi.org/10.1016/j.cpr.2016.04.011
Gross, J. J. (1998). The emerging field of emotion regulation: An integrative review. Review of General Psychology, 2(3), 271–299. https://doi.org/10.1037/1089-2680.2.3.271
Gross, J. J., & Jazaieri, H. (2014). Emotion, emotion regulation, and psychopathology: An affective science perspective. Clinical Psychological Science, 2(4), 387–401. https://doi.org/10.1177/2167702614536164
Groves, N. B., Kofler, M. J., Wells, E. L., Day, T. N., & Chan, E. S. M. (2020). An examination of relations among working memory, ADHD symptoms, and emotion regulation. Journal of Abnormal Child Psychology. https://doi.org/10.1007/s10802-019-00612-8
Gutzweiler, R., & In-Albon, T. (2018). Überprüfung der Gütekriterien der deutschen Version der Difficulties in Emotion Regulation Scale in einer klinischen und einer Schülerstichprobe Jugendlicher. Zeitschrift Für Klinische Psychologie Und Psychotherapie, 47(4), 274–286. https://doi.org/10.1026/1616-3443/a000506
Halperin, J. M. (2016). Executive functioning – a key construct for understanding developmental psychopathology or a ‘catch-all’ term in need of some rethinking? Journal of Child Psychology and Psychiatry, 57(4), 443–445. https://doi.org/10.1111/jcpp.12551
Harden, K. P., Engelhardt, L. E., Mann, F. D., Patterson, M. W., Grotzinger, A. D., Savicki, S. L., Thibodeaux, M. L., Freis, S. M., Tackett, J. L., Church, J. A., & Tucker-Drob, E. M. (2020). Genetic associations between executive functions and a general factor of psychopathology. Journal of the American Academy of Child & Adolescent Psychiatry, 59(6), 749–758. https://doi.org/10.1016/j.jaac.2019.05.006
Hendricks, M. A., & Buchanan, T. W. (2016). Individual differences in cognitive control processes and their relationship to emotion regulation. Cognition and Emotion, 30(5), 912–924. https://doi.org/10.1080/02699931.2015.1032893
Hofmann, W., Schmeichel, B. J., & Baddeley, A. D. (2012). Executive functions and self-regulation. Trends in Cognitive Sciences, 16(3), 174–180. https://doi.org/10.1016/j.tics.2012.01.006
Horowitz-Kraus, T. (2014). Pinpointing the deficit in executive functions in adolescents with dyslexia performing the Wisconsin card sorting test: An ERP study. Journal of Learning Disabilities, 47(3), 208–223. https://doi.org/10.1177/0022219412453084
Huang-Pollock, C., Shapiro, Z., Galloway-Long, H., & Weigard, A. (2017). Is poor working memory a transdiagnostic risk factor for psychopathology? Journal of Abnormal Child Psychology, 45(8), 1477–1490. https://doi.org/10.1007/s10802-016-0219-8
Joormann, J., & D’Avanzato, C. (2010). Emotion regulation in depression: Examining the role of cognitive processes: Cognition & emotion lecture at the 2009 ISRE Meeting. Cognition & Emotion, 24(6), 913–939. https://doi.org/10.1080/02699931003784939
Joormann, J., & Vanderlind, W. M. (2014). Emotion regulation in depression: The role of biased cognition and reduced cognitive control. Clinical Psychological Science, 2(4), 402–421. https://doi.org/10.1177/2167702614536163
Kaufman, E. A., Xia, M., Fosco, G., Yaptangco, M., Skidmore, C. R., & Crowell, S. E. (2016). The Difficulties in Emotion Regulation Scale Short Form (DERS-SF): Validation and replication in adolescent and adult samples. Journal of Psychopathology and Behavioral Assessment, 38(3), 443–455. https://doi.org/10.1007/s10862-015-9529-3
Keil, V., Asbrand, J., Tuschen-Caffier, B., & Schmitz, J. (2017). Children with social anxiety and other anxiety disorders show similar deficits in habitual emotional regulation: Evidence for a transdiagnostic phenomenon. European Child & Adolescent Psychiatry, 26(7), 749–757. https://doi.org/10.1007/s00787-017-0942-x
Klassen, R. M., Tze, V. M. C., & Hannok, W. (2013). Internalizing problems of adults with learning disabilities: A meta-analysis. Journal of Learning Disabilities, 46(4), 317–327. https://doi.org/10.1177/0022219411422260
Lantrip, C., Isquith, P. K., Koven, N. S., Welsh, K., & Roth, R. M. (2016). Executive function and emotion regulation strategy use in adolescents. Applied Neuropsychology: Child, 5(1), 50–55. https://doi.org/10.1080/21622965.2014.960567
Lidzba, K., Christiansen, H., Drechsler, R., & Conners, C. K. (2013). Conners Skalen zur Aufmerksamkeit und Verhalten-3: Deutschsprachige Adaptation der Conners 3rd edition (Conners 3) von Keith Conners: Manual. Huber.
Liotti, M., Pliszka, S. R., Higgins, K., Perez, R., & Semrud-Clikeman, M. (2010). Evidence for specificity of ERP abnormalities during response inhibition in ADHD children: A comparison with reading disorder children without ADHD. Brain and Cognition, 72(2), 228–237. https://doi.org/10.1016/j.bandc.2009.09.007
Lonergan, A., Doyle, C., Cassidy, C., MacSweeney Mahon, S., Roche, R.A.P., Boran, L., & Bramham, J. (2019). A meta-analysis of executive functioning in dyslexia with consideration of the impact of comorbid ADHD. Journal of Cognitive Psychology, 31(7), 725–749. https://doi.org/10.1080/20445911.2019.1669609
Lougheed, J. P., & Hollenstein, T. (2012). A limited repertoire of emotion regulation strategies is associated with internalizing problems in adolescence: Adolescent emotion regulation patterns. Social Development, 21(4), 704–721. https://doi.org/10.1111/j.1467-9507.2012.00663.x
Malagoli, C., & Usai, M. C. (2018). The effects of gender and age on inhibition and working memory organization in 14- to 19-year-old adolescents and young adults. Cognitive Development, 45, 10–23. https://doi.org/10.1016/j.cogdev.2017.10.005
Mammarella, I. C., Ghisi, M., Bomba, M., Bottesi, G., Caviola, S., Broggi, F., & Nacinovich, R. (2016). Anxiety and depression in children with nonverbal learning disabilities, reading disabilities, or typical development. Journal of Learning Disabilities, 49(2), 130–139. https://doi.org/10.1177/0022219414529336
Martel, M. M., Nigg, J. T., & Lucas, R. E. (2008). Trait mechanisms in youth with and without attention-deficit/hyperactivity disorder. Journal of Research in Personality, 42(4), 895–913. https://doi.org/10.1016/j.jrp.2007.12.004
Martel, M., Nikolas, M., & Nigg, J. T. (2007). Executive function in adolescents with ADHD. Journal of the American Academy of Child & Adolescent Psychiatry, 46(11), 1437–1444. https://doi.org/10.1097/chi.0b013e31814cf953
Marzocchi, G. M., Oosterlaan, J., Zuddas, A., Cavolina, P., Geurts, H., Redigolo, D., Vio, C., & Sergeant, J. A. (2008). Contrasting deficits on executive functions between ADHD and reading disabled children. Journal of Child Psychology and Psychiatry, 49(5), 543–552. https://doi.org/10.1111/j.1469-7610.2007.01859.x
Marzocchi, G. M., Ornaghi, S., & Barboglio, S. (2009). What are the causes of the attention deficits observed in children with dyslexia? Child Neuropsychology, 15(6), 567–581. https://doi.org/10.1080/09297040902740660
McLaughlin, K. A., Hatzenbuehler, M. L., Mennin, D. S., & Nolen-Hoeksema, S. (2011). Emotion dysregulation and adolescent psychopathology: A prospective study. Behaviour Research and Therapy, 49(9), 544–554. https://doi.org/10.1016/j.brat.2011.06.003
McRae, K., Jacobs, S. E., Ray, R. D., John, O. P., & Gross, J. J. (2012). Individual differences in reappraisal ability: Links to reappraisal frequency, well-being, and cognitive control. Journal of Research in Personality, 46(1), 2–7. https://doi.org/10.1016/j.jrp.2011.10.003
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41(1), 49–100. https://doi.org/10.1006/cogp.1999.0734
Miyake, A., & Friedman, N. P. (2012). The nature and organization of individual differences in executive functions: Four general conclusions. Current Directions in Psychological Science, 21(1), 8–14. https://doi.org/10.1177/0963721411429458
Moll, K., Göbel, S. M., Gooch, D., Landerl, K., & Snowling, M. J. (2016). Cognitive risk factors for specific learning disorder: Processing speed, temporal processing, and working memory. Journal of Learning Disabilities, 49(3), 272–281. https://doi.org/10.1177/0022219414547221
Moura, O., Pereira, M., Alfaiate, C., Fernandes, E., Fernandes, B., Nogueira, S., Moreno, J., & Simões, M. R. (2017). Neurocognitive functioning in children with developmental dyslexia and attention-deficit/hyperactivity disorder: Multiple deficits and diagnostic accuracy. Journal of Clinical and Experimental Neuropsychology, 39(3), 296–312. https://doi.org/10.1080/13803395.2016.1225007
Nigg, J. T., Stavro, G., Ettenhofer, M., Hambrick, D. Z., Miller, T., & Henderson, J. M. (2005). Executive functions and ADHD in adults: Evidence for selective effects on ADHD symptom domains. Journal of Abnormal Psychology, 114(4), 706–717. https://doi.org/10.1037/0021-843X.114.3.706
Ochsner, K., & Gross, J. (2005). The cognitive control of emotion. Trends in Cognitive Sciences, 9(5), 242–249. https://doi.org/10.1016/j.tics.2005.03.010
Pasini, A., Paloscia, C., Alessandrelli, R., Porfirio, M. C., & Curatolo, P. (2007). Attention and executive functions profile in drug naive ADHD subtypes. Brain and Development, 29(7), 400–408. https://doi.org/10.1016/j.braindev.2006.11.010
Paus, T., Keshavan, M., & Giedd, J. N. (2008). Why do many psychiatric disorders emerge during adolescence? Nature Reviews Neuroscience, 9(12), 947–957. https://doi.org/10.1038/nrn2513
Pe, M. L., Raes, F., & Kuppens, P. (2013). The cognitive building blocks of emotion regulation: Ability to update working memory moderates the efficacy of rumination and reappraisal on emotion. PLoS ONE, 8(7), e69071. https://doi.org/10.1371/journal.pone.0069071
Posner, J., Rauh, V., Gruber, A., Gat, I., Wang, Z., & Peterson, B. S. (2013). Dissociable attentional and affective circuits in medication-naïve children with attention-deficit/hyperactivity disorder. Psychiatry Research: Neuroimaging, 213(1), 24–30. https://doi.org/10.1016/j.pscychresns.2013.01.004
Petretto, D. R., & Masala, C. (2017). Dyslexia and specific learning disorders: New international diagnostic criteria. Journal of Childhood & Developmental Disorders, 03(04). https://doi.org/10.4172/2472-1786.100057
Preacher, K. J., & Hayes, A. F. (2004). SPSS and SAS procedures for estimating indirect effects in simple mediation models. Behavior Research Methods, Instruments, & Computers, 36(4), 717–731. https://doi.org/10.3758/bf03206553
Reiter, A., Tucha, O., & Lange, K. W. (2005). Executive functions in children with dyslexia. Dyslexia, 11(2), 116–131. https://doi.org/10.1002/dys.289
Robaey, P., Amre, D., Schachar, R., & Simard, L. (2007). French version of the strengths and weaknesses of ADHD symptoms and normal behaviors (SWAN-F) questionnaire. Journal of the Canadian Academy of Child and Adolescent Psychiatry, 16(2), 80. https://doi.org/10.1037/t77132-000
Roberts, B. A., Martel, M. M., & Nigg, J. T. (2017). Are there executive dysfunction subtypes within ADHD? Journal of Attention Disorders, 21(4), 284–293. https://doi.org/10.1177/1087054713510349
Schäfer, J. Ö., Naumann, E., Holmes, E. A., Tuschen-Caffier, B., & Samson, A. C. (2017). Emotion regulation strategies in depressive and anxiety symptoms in youth: A meta-analytic review. Journal of Youth and Adolescence, 46(2), 261–276. https://doi.org/10.1007/s10964-016-0585-0
Schmeichel, B. J., & Tang, D. (2014). The relationship between individual differences in executive functioning and emotion regulation: A comprehensive review. The Control within: Motivation and Its Regulation, 133–152.
Schmeichel, B. J., Volokhov, R. N., & Demaree, H. A. (2008). Working memory capacity and the self-regulation of emotional expression and experience. Journal of Personality and Social Psychology, 95(6), 1526–1540. https://doi.org/10.1037/a0013345
Schulz-Zhecheva, Y., Voelkle, M., Beauducel, A., Buch, N., Fleischhaker, C., Bender, S., Saville, C. W. N., Biscaldi, M., & Klein, C. (2017). ADHD traits in German school-aged children: Validation of the German strengths and weaknesses of ADHS symptoms and normal behavior (SWAN-DE) Scale. Journal of Attention Disorders, 108705471667636. https://doi.org/10.1177/1087054716676365
Seymour, K. E., Chronis-Tuscano, A., Halldorsdottir, T., Stupica, B., Owens, K., & Sacks, T. (2012). Emotion regulation mediates the relationship between ADHD and depressive symptoms in youth. Journal of Abnormal Child Psychology, 40(4), 595–606. https://doi.org/10.1007/s10802-011-9593-4
Seymour, K. E., Chronis-Tuscano, A., Iwamoto, D. K., Kurdziel, G., & MacPherson, L. (2014). Emotion regulation mediates the association between ADHD and depressive symptoms in a community sample of youth. Journal of Abnormal Child Psychology, 42(4), 611–621. https://doi.org/10.1007/s10802-013-9799-8
Silvers, J. A., McRae, K., Gabrieli, J. D. E., Gross, J. J., Remy, K. A., & Ochsner, K. N. (2012). Age-related differences in emotional reactivity, regulation, and rejection sensitivity in adolescence. Emotion, 12(6), 1235–1247. https://doi.org/10.1037/a0028297
Snyder, H. R., Miyake, A., & Hankin, B. L. (2015). Advancing understanding of executive function impairments and psychopathology: Bridging the gap between clinical and cognitive approaches. Frontiers in Psychology, 6. https://doi.org/10.3389/fpsyg.2015.00328
Sonuga-Barke, E., Bitsakou, P., & Thompson, M. (2010). Beyond the dual pathway model: Evidence for the dissociation of timing, inhibitory, and delay-related impairments in attention-deficit/hyperactivity disorder. Journal of the American Academy of Child & Adolescent Psychiatry, 49(4), 345–355.
St Clair-Thompson, H. L. (2010). Backwards digit recall: A measure of short-term memory or working memory? European Journal of Cognitive Psychology, 22(2), 286–296.
Steinberg, E. A., & Drabick, D. A. G. (2015). A developmental psychopathology perspective on ADHD and comorbid conditions: The role of emotion regulation. Child Psychiatry & Human Development, 46(6), 951–966. https://doi.org/10.1007/s10578-015-0534-2
Sturman, D. A., & Moghaddam, B. (2011). The neurobiology of adolescence: Changes in brain architecture, functional dynamics, and behavioral tendencies. Neuroscience & Biobehavioral Reviews, 35(8), 1704–1712. https://doi.org/10.1016/j.neubiorev.2011.04.003
Swanson, H. L., Zheng, X., & Jerman, O. (2009). Working memory, short-term memory, and reading disabilities: A selective meta-analysis of the literature. Journal of Learning Disabilities, 42(3), 260–287. https://doi.org/10.1177/0022219409331958
Swanson, J. M., Schuck, S., Porter, M. M., Carlson, C., Hartman, C. A., Sergeant, J. A., Clevenger, W., Wasdell, M., McCleary, R., Lakes, K., et al. (2012). Categorical and dimensional definitions and evaluations of symptoms of ADHD: History of the SNAP and the SWAN rating scales. The International Journal of Educational and Psychological Assessment, 10(1), 51.
Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2014). Using multivariate statistics (Vol. 6). Pearson.
Van Cauwenberge, V., Sonuga-Barke, E. J. S., Hoppenbrouwers, K., Van Leeuwen, K., & Wiersema, J. R. (2015). “Turning down the heat”: Is poor performance of children with ADHD on tasks tapping “hot” emotional regulation caused by deficits in “cool” executive functions? Research in Developmental Disabilities, 47, 199–207. https://doi.org/10.1016/j.ridd.2015.09.012
Verbruggen, F., Aron, A. R., Band, G. P., Beste, C., Bissett, P. G., Brockett, A. T., Brown, J. W., Chamberlain, S. R., Chambers, C. D., Colonius, H., Colzato, L. S., Corneil, B. D., Coxon, J. P., Dupuis, A., Eagle, D. M., Garavan, H., Greenhouse, I., Heathcote, A., Huster, R. J., … Boehler, C. N. (2019). A consensus guide to capturing the ability to inhibit actions and impulsive behaviors in the stop-signal task. ELife, 8, e46323. https://doi.org/10.7554/eLife.46323
Verbruggen, F., & Logan, G. D. (2008). Response inhibition in the stop-signal paradigm. Trends in Cognitive Sciences, 12(11), 418–424. https://doi.org/10.1016/j.tics.2008.07.005
Walcott, C. M., & Landau, S. (2004). The relation between disinhibition and emotion regulation in boys with attention deficit hyperactivity disorder. Journal of Clinical Child & Adolescent Psychology, 33(4), 772–782. https://doi.org/10.1207/s15374424jccp3304_12
Wante, L., Mezulis, A., Van Beveren, M.-L., & Braet, C. (2017). The mediating effect of adaptive and maladaptive emotion regulation strategies on executive functioning impairment and depressive symptoms among adolescents. Child Neuropsychology, 23(8), 935–953. https://doi.org/10.1080/09297049.2016.1212986
Wechsler, D. (2003). WISC-IV: Wechsler intelligence scale for children—4th edition manual. Psychological Corporation.
Wechsler, D., & Naglieri, J. A. (2006). Wechsler nonverbal scale of ability. American Psychological Association (APA). https://doi.org/10.1037/t15176-000
Weyandt, L. L. (2005). Executive function in children, adolescents, and adults with attention deficit hyperactivity disorder: Introduction to the special issue. Developmental Neuropsychology, 27(1), 1–10.
Willcutt, E. G., Doyle, A. E., Nigg, J. T., Faraone, S. V., & Pennington, B. F. (2005). Validity of the executive function theory of attention-deficit/hyperactivity disorder: A meta-analytic review. Biological Psychiatry, 57(11), 1336–1346. https://doi.org/10.1016/j.biopsych.2005.02.006
Willcutt, E. G., Pennington, B. F., & DeFries, J. C. (2000). Twin study of the etiology of comorbidity between reading disability and attention-deficit/hyperactivity disorder. American Journal of Medical Genetics, 96(3), 293–301.
Wimmer, H., & Mayringer, H. (2014). SLS 2–9: Salzburger Lese-Screening für die Schulstufen 2–9. Huber.
Young, K., Sandman, C., & Craske, M. (2019). Positive and negative emotion regulation in adolescence: Links to anxiety and depression. Brain Sciences, 9(4), 76. https://doi.org/10.3390/brainsci9040076
Zhou, Q., Chen, S. H., & Main, A. (2012). Commonalities and differences in the research on children’s effortful control and executive function: A call for an integrated model of self-regulation: Effortful control and executive function. Child Development Perspectives, 6(2), 112–121. https://doi.org/10.1111/j.1750-8606.2011.00176.x
Zimmermann, P., & Iwanski, A. (2014). Emotion regulation from early adolescence to emerging adulthood and middle adulthood: Age differences, gender differences, and emotion-specific developmental variations. International Journal of Behavioral Development, 38(2), 182–194. https://doi.org/10.1177/0165025413515405
Acknowledgements
The authors would like to thank the different teams of the collaborating institutions in Luxembourg and Germany for enabling the recruitment of participants as well as their help with data collection.
Funding
The present study was entirely funded by the University of Luxembourg. No specific grant was received from any funding agency, commercial or not-for-profit sectors.
Author information
Authors and Affiliations
Contributions
LB designed and executed the study, ran the data analyses, and wrote the initial draft of the manuscript. GS collaborated with the design of the study as well as the conceptualization and writing of the manuscript. CS assisted with the design and collaborated in writing and editing the final manuscript.
Corresponding author
Ethics declarations
Ethics Approval
The study was approved by the University of Luxembourg’s Ethics Review Panel (ERP) and was in accordance with relevant and current data protection laws.
Informed Consent
Informed written consent was obtained by the parents of all participants, with children also giving their informed written assent.
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Battistutta, L., Schiltz, C. & Steffgen, G. The Mediating Role of ADHD Symptoms and Emotion Regulation in the Association Between Executive Functions and Internalizing Symptoms: a Study Among Youths with and Without ADHD and/or Dyslexia. Adv Neurodev Disord 5, 396–412 (2021). https://doi.org/10.1007/s41252-021-00212-y
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s41252-021-00212-y