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Longitudinal Association Between Youth Multimorbidity and Psychological Distress: Impact of the COVID-19 Pandemic

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Abstract

This research examined longitudinal associations between youth physical-mental multimorbidity and psychological distress before and during the COVID-19 pandemic; assessed the contextual impact of the pandemic on these associations; and, investigated potential moderating factors. The Multimorbidity in Youth across the Life-course, an ongoing study of youth aged 2–16 years (mean 9.4; 46.9% female) with physical illness, was used as the sampling frame for this COVID-19 sub-study, in which 147 parent-youth dyads participated. Psychological distress was measured using the Kessler-6 (K6). Multimorbidity was associated with higher pre-pandemic, but not with intra-pandemic distress. Disability moderated pre-pandemic distress—multimorbidity was associated with higher K6 among youth with high disability, but not among youth with low disability. Age moderated intra-pandemic distress—multimorbidity was associated with higher K6 in older youth, but not among younger youth.

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Data Availability

The data collected for this study may be available from the corresponding author upon reasonable request.

References

  1. Vaillancourt T, Szatmari P, Georgiades K, Krygsman A (2021) The impact of COVID-19 on the mental health of Canadian children and youth. Facets 6:1628–1648

    Article  Google Scholar 

  2. Asmundson GJG, Taylor S (2020) How health anxiety influences responses to viral outbreaks like COVID-19: what all decision-makers, health authorities, and health care professionals need to know. J Anxiety Disord 71:102211

    Article  PubMed  PubMed Central  Google Scholar 

  3. Benton T, Njoroge WFM, Ng WYK (2022) Sounding the alarm for children’s mental health during the COVID-19 pandemic. JAMA Pediatr 176(4):e216295

    Article  PubMed  Google Scholar 

  4. Samji H, Wu J, Ladak A, Vossen C, Stewart E, Dove N, Long D, Snell G (2022) Review: mental health impacts of the COVID-19 pandemic on children and youth - a systematic review. Child Adolesc Ment Health 27(2):173–189

    Article  PubMed  Google Scholar 

  5. Liang L, Ren H, Cao R, Hu Y, Qin Z, Li C, Mei S (2020) The effect of COVID-19 on youth mental health. Psychiatr Q 91(3):841–852

  6. Cacioppo M, Bouvier S, Bailly R, Houx L, Lempereur M, Mensah-Gourmel J, Kandalaft C, Varengue R, Chatelin A, Vagnoni J, Vuillerot C, Gautheron V, Dinomais M, Dheilly E, Brochard S, Pons C (2021) Emerging health challenges for children with physical disabilities and their parents during the COVID-19 pandemic: the ECHO French survey. Ann Phys Rehabil Med 64(3):101429

    Article  PubMed  Google Scholar 

  7. Cost KT, Crosbie J, Anagnostou E, Birken CS, Charach A, Monga S, Kelley E, Nicolson R, Maguire JL, Burton CL, Schachar RJ, Arnold PD, Korczak DJ (2021) Mostly worse, occasionally better: impact of COVID-19 pandemic on the mental health of Canadian children and adolescents. Eur Child Adolesc Psychiatry 31(4):671–684

    Article  PubMed  PubMed Central  Google Scholar 

  8. Hawke LD, Barbic SP, Voineskos A, Szatmari P, Cleverley K, Hayes E, Relihan J, Daley M, Courtney D, Cheung A, Darnay K, Henderson JL (2020) Impacts of COVID-19 on youth mental health, substance use, and well-being: a rapid survey of clinical and community samples. Can J Psychiatry 65(10):701–709

    Article  PubMed  PubMed Central  Google Scholar 

  9. Hawke LD, Monga S, Korczak D, Hayes E, Relihan J, Darnay K, Cleverley K, Lunsky Y, Szatmari P, Henderson J (2021) Impacts of the COVID-19 pandemic on youth mental health among youth with physical health challenges. Early Interv Psychiatry 15(5):1146–1153

    Article  PubMed  Google Scholar 

  10. Patrick SW, Henkhaus LE, Zickafoose JS, Lovell K, Halvorson A, Loch S, Letterie M, Davis MM (2020) Well-being of parents and children during the COVID-19 pandemic: a national survey. Pediatrics 146(4):e2020016824

  11. Ravens-Sieberer U, Kaman A, Erhart M, Devine J, Schlack R, Otto C (2021) Impact of the COVID-19 pandemic on quality of life and mental health in children and adolescents in Germany. Eur Child Adolesc Psychiatry 31(6):879–889

  12. Racine N, McArthur BA, Cooke JE, Eirich R, Zhu J, Madigan S (2021) Global prevalence of depressive and anxiety symptoms in children and adolescents during COVID-19: a meta-analysis. JAMA Pediatr 175(11):1142–1150

    Article  PubMed  Google Scholar 

  13. Samuels A, Avital-Magen A, Schusheim G (2023) The effects of the first phase of the COVID-19 pandemic on the mental health of children and adolescents with preexisting psychiatric conditions. Clin Pediatr 99228221150157

  14. Radomski A, Cloutier P, Polihronis C, Sheridan N, Sundar P, Cappelli M (2023) Meeting the service needs of youth with and without a self-reported mental health diagnosis during COVID-19. J Can Acad Child Adolesc Psychiatry 32(2):97–110

    PubMed  PubMed Central  Google Scholar 

  15. Colizzi M, Sironi E, Antonini F, Ciceri ML, Bovo C, Zoccante L (2020) Psychosocial and behavioral impact of COVID-19 in autism spectrum disorder: an online parent survey. Brain Sci 10(6):341

  16. Zhang J, Shuai L, Yu H, Wang Z, Qiu M, Lu L, Cao X, Xia W, Wang Y, Chen R (2020) Acute stress, behavioural symptoms and mood states among school-age children with attention deficit/hyperactive disorder during the COVID-19 outbreak. Asian J Psychiatr 51:102077

    Article  Google Scholar 

  17. Ferro MA, Meyer SB, Yessis J, Reaume SV, Lipman E, Gorter JW (2021) COVID-19-related psychological and psychosocial distress among parents and Youth with Physical illness: a longitudinal study. Front Psychiatry 12:761968

    Article  PubMed  PubMed Central  Google Scholar 

  18. Angelina S, Kurniawan A, Agung FH, Halim DA, Wijovi F, Jodhinata C, Evangelista NN, Agatha CM, Orlin S, Hamdoyo A (2021) Adolescents’ mental health status and influential factors amid the Coronavirus disease pandemic. Clin Epidemiol Glob Health 12:100903

    Article  PubMed  PubMed Central  Google Scholar 

  19. Bilginer C, Yildirim S, Cekin Yilmaz B, Beyhun E, Karadeniz S (2021) Changes in adolescent mental health during the COVID pandemic. Minerva Pediatr 10.23736/S2724-5276.21.06178-4. Advance online publication

  20. Asbury K, Fox L, Deniz E, Code A, Toseeb U (2021) How is COVID-19 affecting the mental health of children with special educational needs and disabilities and their families? J Autism Dev Disord 51(5):1772–1780

    Article  PubMed  Google Scholar 

  21. Tegethoff M, Belardi A, Stalujanis E, Meinlschmidt G (2015) Association between mental disorders and physical diseases in adolescents from a nationally representative cohort. Psychosom Med 77(3):319–332

    Article  PubMed  Google Scholar 

  22. Arrondo G, Solmi M, Dragioti E, Eudave L, Ruiz-Goikoetxea M, Ciaurriz-Larraz AM, Magallon S, Carvalho AF, Cipriani A, Fusar-Poli P, Larsson H, Correll CU, Cortese S (2022) Associations between mental and physical conditions in children and adolescents: an umbrella review. Neurosci Biobehav Rev 137:104662

    Article  PubMed  Google Scholar 

  23. Adams JS, Chien AT, Wisk LE (2019) Mental illness among youth with chronic physical conditions. Pediatrics 144(1):e20181819

    Article  PubMed  Google Scholar 

  24. Butler A, Van Lieshout RJ, Lipman EL, MacMillan HL, Gonzalez A, Gorter JW, Georgiades K, Speechley KN, Boyle MH, Ferro MA (2018) Mental disorder in children with physical conditions: a pilot study. BMJ Open 8(1):e019011

    Article  PubMed  PubMed Central  Google Scholar 

  25. Chen H, Cohen P, Kasen S, Johnson JG, Berenson K, Gordon K (2006) Impact of adolescent mental disorders and physical illnesses on quality of life 17 years later. Arch Pediatr Adolesc Med 160(1):93–99

    Article  PubMed  Google Scholar 

  26. Ferro MA, Qureshi SA, Shanahan L, Otto C, Ravens-Sieberer U (2021) Health-related quality of life in children with and without physical-mental multimorbidity. Qual Life Res 30(12):3449–3461

    Article  PubMed  Google Scholar 

  27. Ferro MA, Rhodes AE, Kimber M, Duncan L, Boyle MH, Georgiades K, Gonzalez A, MacMillan HL (2017) Suicidal behaviour among adolescents and young adults with self-reported chronic illness. Can J Psychiatry 62(12):845–853

    Article  PubMed  PubMed Central  Google Scholar 

  28. Reaume SV, Ferro MA (2019) Chronicity of mental comorbidity in children with new-onset physical illness. Child Care Health Dev 45(4):559–567

    PubMed  Google Scholar 

  29. Reaume SV, Luther AWM, Ferro MA (2021) Physical morbidity and mental health care among young people. J Adolesc Health 68(3):540–547

    Article  PubMed  Google Scholar 

  30. Tyagi S, Ganesan G, Subramaniam M, Abdin E, Vaingankar JA, Chua BY, Chong SA, Tan KB (2022) A prospective observational study exploring the association of comorbid chronic health conditions with total healthcare expenditure in people with mental health conditions in an Asian setting. BMC Psychiatry 22(1):203

    Article  PubMed  PubMed Central  Google Scholar 

  31. Lindoso L, Astley C, Queiroz LB, Gualano B, Pereira RMR, Tannuri U, Campos L, Lourenco B, Toma RK, Medeiros K, Watanabe A, Moreno Grangeiro P, Barros V, Casella CB, Farhat S, Polanczyk GV, Silva CA (2021) Physical and mental health impacts during COVID-19 quarantine in adolescents with preexisting chronic immunocompromised conditions. J Pediatr 98(4):350–361

  32. Ferro MA, Lipman EL, Van Lieshout RJ, Gorter JW, Shanahan L, Boyle M, Georgiades K, Timmons B (2019) Multimorbidity in Children and Youth across the Life-course (MY LIFE): protocol of a Canadian prospective study. BMJ Open 9(11):e034544

    Article  PubMed  PubMed Central  Google Scholar 

  33. Ferro MA, Lipman EL, Van Lieshout RJ, Timmons B, Shanahan L, Gorter JW, Georgiades K, Boyle M (2021) Cohort profile: multimorbidity in Children and Youth across the Life-course (MY LIFE) study. J Can Acad Child Adolesc Psychiatry 30(2):104–115

    PubMed  PubMed Central  Google Scholar 

  34. World Health Organization (2010) International statistical classification of diseases and related health problems 10th revision (ICD-10). Retrieved November 25, 2020, from https://icd.who.int/browse10/2010/en

  35. Cohen E, Patel H (2014) Responding to the rising number of children living with complex chronic conditions. CMAJ 186(16):1199–1200

    Article  PubMed  PubMed Central  Google Scholar 

  36. Berry JG, Hall M, Neff J, Goodman D, Cohen E, Agrawal R, Kuo D, Feudtner C (2014) Children with medical complexity and Medicaid: spending and cost savings. Health Aff 33(12):2199–2206

    Article  PubMed  Google Scholar 

  37. Cohen E, Berry JG, Camacho X, Anderson G, Wodchis W, Guttmann A (2012) Patterns and costs of health care use of children with medical complexity. Pediatrics 130(6):e1463–e1470

    Article  PubMed  PubMed Central  Google Scholar 

  38. Ontario Agency for Health Protection and Promotion (2021) Trends of COVID-19 incidence in Ontario. Queen’s Printer for Ontario

    Google Scholar 

  39. Sheehan DV, Sheehan KH, Shytle RD, Janavs J, Bannon Y, Rogers JE, Milo KM, Stock SL, Wilkinson B (2010) Reliability and validity of the Mini International Neuropsychiatric interview for Children and Adolescents (MINI-KID). J Clin Psychiatry 71(3):313–326

    Article  PubMed  Google Scholar 

  40. Duncan L, Boyle M, Ferro MA, Georgiades K, Van Lieshout RJ, Bennett K, Janus M, Lipman E, MacMillan H, Szatmari P (2018) Psychometric evaluation of the Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID). Psychol Assess 30(7):916–928

    Article  PubMed  Google Scholar 

  41. McDonald E, Whitney S, Horricks L, Lipman EL, Ferro MA (2021) Parent-child agreement on the Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID). J Can Acad Child Adolesc Psychiatry 30(4):264–272

    PubMed  PubMed Central  Google Scholar 

  42. Georgiades K, Duncan L, Wang L, Comeau J, Boyle MH, Ontario Child Health Study Team (2019) Six-month prevalence of mental disorders and service contacts among children and youth in Ontario: evidence from the 2014 Ontario Child Health Study. Can J Psychiatry 64(4):246–255

    Article  PubMed  PubMed Central  Google Scholar 

  43. Kessler RC, Andrews G, Colpe LJ, Hiripi E, Mroczek DK, Normand SL, Walters EE, Zaslavsky AM (2002) Short screening scales to monitor population prevalences and trends in non-specific psychological distress. Psychol Med 32(6):959–976

    Article  PubMed  Google Scholar 

  44. Drapeau A, Beaulieu-Prevost D, Marchand A, Boyer R, Preville M, Kairouz S (2010) A life-course and time perspective on the construct validity of psychological distress in women and men. Measurement invariance of the K6 across gender. BMC Med Res Methodol 10:68

  45. Ferro MA (2019) The psychometric properties of the Kessler Psychological Distress Scale (K6) in an epidemiological sample of Canadian youth. Can J Psychiatry 64(9):647–657

  46. Kessler RC, Green JG, Gruber MJ, Sampson NA, Bromet E, Cuitan M, Furukawa TA, Gureje O, Hinkov H, Hu CY, Lara C, Lee S, Mneimneh Z, Myer L, Oakley-Browne M, Posada-Villa J, Sagar R, Viana MC, Zaslavsky AM (2010) Screening for serious mental illness in the general population with the K6 screening scale: results from the WHO World Mental Health (WMH) Survey Initiative. Int J Methods Psychiatr Res 19(Suppl 1):4–22

    Article  PubMed  PubMed Central  Google Scholar 

  47. Rehm J, Ustun TB, Saxena S, Nelson CB, Chatterji S, Ivis F, Adlaf E (1999) On the development and psychometric testing of the WHO screening instrument to assess disablement in the general population. Int J Methods Psychiatr Res 8(2):110–122

    Article  Google Scholar 

  48. Üstün TB, Chatterji S, Kostanjsek N, Rehm J, Kennedy C, Epping-Jordan J, Saxena S, von Korff M, Pull C (2010) Developing the World Health Organization Disability Assessment schedule 2.0. Bull World Health Organ 88(11):815–823

    Article  PubMed  PubMed Central  Google Scholar 

  49. Federici S, Bracalenti M, Meloni F, Luciano JV (2017) World Health Organization Disability Assessment Schedule 2.0: an international systematic review. Disabil Rehabil Assist Technol 39(23):2347–2380

    Article  PubMed  Google Scholar 

  50. Kimber M, Rehm J, Ferro MA (2015) Measurement invariance of the WHODAS 2.0 in a population-based sample of youth. PLoS ONE 10(11):e0142385

    Article  PubMed  PubMed Central  Google Scholar 

  51. Tompke BK, Tang J, Oltean II, Buchan MC, Reaume SV, Ferro MA (2020) Measurement invariance of the WHODAS 2.0 across youth with and without physical or mental conditions. Assessment 27(7):1490–1501

    Article  PubMed  Google Scholar 

  52. Üstün TB, Kostanjsek N, Chatterji S, Rehm J (2010) Measuring health and disability: manual for WHO Disability Assessment Schedule: WHODAS 2.0. World Health Organization

    Google Scholar 

  53. Radloff RS (1977) The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas 1(3):385–401

    Article  Google Scholar 

  54. Dol M, McDonald E, Ferro MA (2022) Psychometric properties of the CESD, STAI-T, and PSS among parents of children with mental illness. J Fam Stud 28(4):1416–1432

    Article  Google Scholar 

  55. Okun A, Stein RE, Bauman LJ, Silver EJ (1996) Content validity of the psychiatric symptom index, CES-depression scale, and state-trait anxiety inventory from the perspective of DSM-IV. Psychol Rep 79(3 Pt 1):1059–1069

    Article  PubMed  Google Scholar 

  56. Shafer AB (2006) Meta-analysis of the factor structures of four depression questionnaires: Beck, CES-D, Hamilton, and Zung. J Clin Psychol 62(1):123–146

    Article  PubMed  Google Scholar 

  57. Berry JO, Jones WH (1995) The parental stress scale: initial psychometric evidence. J Soc Pers Relat 12(3):463–472

    Article  Google Scholar 

  58. Zelman JJ, Ferro MA (2018) Psychometric properties of the parental stress scale in families of children with chronic physical conditions. Fam Relations 67:240–52

  59. Statistics Canada (2016) Census program. Retrieved November 24, 2020, from http://www12.statcan.gc.ca/census-recensement/index-eng.cfm

  60. Van Lieshout RJ, Yang L, Haber E, Ferro MA (2017) Evaluating the effectiveness of a brief group cognitive behavioural therapy intervention for perinatal depression. Arch Womens Ment Health 20(1):225–228

    Article  PubMed  Google Scholar 

  61. Holmbeck GN (2002) Post-hoc probing of significant moderational and mediational effects in studies of pediatric populations. J Pediatr Psychol 27(1):87–96

    Article  PubMed  Google Scholar 

  62. Cohen J (1992) A power primer. Psychol Bull 112(1):155–159

    Article  PubMed  Google Scholar 

  63. Baranger DAA, Finsaas MC, Goldstein BL, Vize CE, Lynam DR, Olino TM (2022) Tutorial: power analyses for interaction effects in cross-sectional regressions. PsyArxiv

  64. Finsaas MC, Baranger DAA, Goldstein BL, Vize C, Lynam D, Olino TM (2021) InteractionPoweR Shiny App: power nalysis for interactions in linear regression. Retrieved June 5, 2023

  65. Ferro MA, Qureshi S, Van Lieshout RJ, Lipman EL, Georgiades K, Gorter JW, Timmons BW, Shanahan L (2022) Prevalence and correlates of physical-mental multimorbidity in outpatient children from a pediatric hospital in Canada. Can J Psychiatry 67(8):626–637

    Article  PubMed  PubMed Central  Google Scholar 

  66. Comeau J, Georgiades K, Duncan L, Wang L, Boyle MH, Ontario Child Health Study Team (2019) Changes in the prevalence of child and youth mental disorders and perceived need for professional help between 1983 and 2014: evidence from the Ontario Child Health Study. Can J Psychiatry 64(4):256–264

    Article  PubMed  PubMed Central  Google Scholar 

  67. Ferro MA, Boyle MH (2015) The impact of chronic physical illness, maternal depressive symptoms, family functioning, and self-esteem on symptoms of anxiety and depression in children. J Abnorm Child Psychol 43(1):177–187

    Article  PubMed  Google Scholar 

  68. Shekerdemian LS, Mahmood NR, Wolfe KK, Riggs BJ, Ross CE, McKiernan CA, Heidemann SM, Kleinman LC, Sen AI, Hall MW, Priestley MA, McGuire JK, Boukas K, Sharron MP, Burns JP (2020) Characteristics and outcomes of children with Coronavirus Disease 2019 (COVID-19) infection admitted to US and Canadian pediatric intensive care units. JAMA Pediatr 174(9):868–873

    Article  PubMed  Google Scholar 

  69. Hoang A, Chorath K, Moreira A, Evans M, Burmeister-Morton F, Burmeister F, Naqvi R, Petershack M, Moreira A (2020) COVID-19 in 7780 pediatric patients: a systematic review. EClinicalMedicine 24:100433

    Article  PubMed  PubMed Central  Google Scholar 

  70. Ademhan Tural D, Emiralioglu N, Tural Hesapcioglu S, Karahan S, Ozsezen B, Sunman B, Nayir Buyuksahin H, Yalcin E, Dogru D, Ozcelik U, Kiper N (2020) Psychiatric and general health effects of COVID-19 pandemic on children with chronic lung disease and parents’ coping styles. Pediatr Pulmonol 55(12):3579–3586

    Article  Google Scholar 

  71. Kosir U, Loades M, Wild J, Wiedemann M, Krajnc A, Roskar S, Bowes L (2020) The impact of COVID-19 on the cancer care of adolescents and young adults and their well-being: results from an online survey conducted in the early stages of the pandemic. Cancer 126(19):4414–4422

    Article  PubMed  Google Scholar 

  72. Pinar Senkalfa B, Sismanlar Eyuboglu T, Aslan AT., Ramasli Gursoy T, Soysal AS, Yapar D, Ilhan MN (2020) Effect of the COVID-19 pandemic on anxiety among children with cystic fibrosis and their mothers. Pediatr Pulmonol 55(8):2128–2134

    Article  PubMed  PubMed Central  Google Scholar 

  73. van Tilburg MAL, Edlynn E, Maddaloni M, van Kempen K, Diaz-Gonzalez de Ferris M., Thomas J (2020) High levels of stress due to the SARS-CoV-2 pandemic among parents of children with and without chronic conditions across the USA. Children 7(10):193

  74. Stein RE, Silver EJ (1999) Operationalizing a conceptually based noncategorical definition: a first look at US children with chronic conditions. Arch Pediatr Adolesc Med 153(1):68–74

    Article  PubMed  Google Scholar 

  75. Ferro MA (2016) Major depressive disorder, suicidal behaviour, bipolar disorder, and generalised anxiety disorder among emerging adults with and without chronic health conditions. Epidemiol Psychiatr Sci 25(5):462–474

    Article  PubMed  Google Scholar 

  76. Barker MM, Beresford B, Bland M, Fraser LK (2019) Prevalence and incidence of anxiety and depression among children, adolescents, and young adults with life-limiting conditions: a systematic review and meta-analysis. JAMA Pediatr 173(9):835–844

    Article  PubMed  PubMed Central  Google Scholar 

  77. Durcan G, Barut K, Haslak F, Doktur H, Yildiz M, Adrovic A, Sahin S, Kasapcopur O (2021) Psychosocial and clinical effects of the COVID-19 pandemic in patients with childhood rheumatic diseases and their parents. Rheumatol Int 41(3):575–583

    Article  PubMed  PubMed Central  Google Scholar 

  78. Schwartz LA, Feudtner C (2019) Providing integrated behavioral health services to patients with serious pediatric illness. JAMA Pediatr 173(9):817–818

    Article  PubMed  Google Scholar 

  79. Das P, Naylor C, Majeed A (2016) Bringing together physical and mental health within primary care: a new frontier for integrated care. J R Soc Med 109(10):364–366

    Article  PubMed  PubMed Central  Google Scholar 

  80. Allison S, Baune BT, Roeger L, Coppin B, Bastiampillai T, Reed R (2013) Youth consultation-liaison psychiatry: how can we improve outcomes for young people with chronic illness? Aust N Z J Psychiatry 47(7):613–616

    Article  PubMed  Google Scholar 

  81. Bradford S, Rickwood D (2014) Adolescent’s preferred modes of delivery for mental health services. Child Adolesc Ment Health 19(1):39–45

    Article  Google Scholar 

  82. Wetterlin FM, Mar MY, Neilson EK, Weker GR, Krausz M (2014) eMental health experiences and expectations: a survey of youths’ web-based resource preferences in Canada. J Med Internet Res 16(12):e293

    Article  PubMed  PubMed Central  Google Scholar 

  83. Camden C, Silva M (2021) Pediatric teleheath: opportunities created by the COVID-19 and suggestions to sustain its use to support families of children with disabilities. Phys Occup Ther Pediatr 41(1):1–17

    Article  PubMed  Google Scholar 

  84. Gould MS, Greenberg T, Velting DM, Shaffer D (2003) Youth suicide risk and preventive interventions: a review of the past 10 years. J Am Acad Child Adolesc Psychiatry 42(4):386–405

    Article  PubMed  Google Scholar 

  85. World Health Organization (2001) ICF: international classification of functioning, disability and health. World Health Organization

    Google Scholar 

  86. Rosenbaum PR, Gorter JW (2012) The ‘F-words’ in childhood disability: I swear this is how we should think! Child Care Health Dev 38(4):457–463

    Article  PubMed  Google Scholar 

  87. Collins A, D’Cruz K, Jackman A, Anderson V, Jenkin T, Scheinberg A, Muscara F, Knight S (2023) Engaging children and adolescents with acquired brain injury and their families in goal setting: the family perspective. Neuropsychol Rehabil 33(1):1–23

  88. Jenkin T, Anderson V, D’Cruz K, Collins A, Muscara F, Scheinberg A, Knight S (2022) Engaging children and adolescents with acquired brain injury and their families in goal setting: the clinician perspective. Neuropsychol Rehabil 32(1):104–130

    Article  PubMed  Google Scholar 

  89. Nguyen L, Cross A, Rosenbaum P, Gorter JW (2021) Use of the International Classification of Functioning, Disability and Health to support goal-setting practices in pediatric rehabilitation: a rapid review of the literature. Disabil Rehabil 43(6):884–894

    Article  PubMed  Google Scholar 

  90. Yoo PY, Mogo ERI, McCabe J, Bergthorson M, Elekanachi R, Cardoso R, Movahed M, Majnemer A, Shikako K (2022) The effect of context-based interventions at the systems-level on participation of children with disabilities: a systematic review. Phys Occup Ther Pediatr 42(5):542–565

  91. Chang CF, Yeh MK, Chien WC, Chung CH, Li TT, Lai ECC (2020) Interactions between psychiatric and physical disorders and their effects on the risks of suicide: a nested case-control study. Ann N Y Acad Sci 1462(1):79–91

  92. Wisk LE, Magane KM, Levy S, Weitzman ER (2020) Alcohol use behaviors and reasons to Abstain from or Limit drinking among medically vulnerable youth. J Addict Med 14(4):311–318

  93. Wicks-Nelson R, Israel AC (2015) Abnormal child and adolescent psychology, 8th edn. Pearson

    Book  Google Scholar 

  94. Thorell LB, Skoglund C, de la Pena AG, Baeyens D, Fuermaier ABM, Groom MJ, Mammarella IC, van der Oord S, van den Hoofdakker BJ, Luman M, de Miranda DM, Siu AFY, Steinmayr R, Idrees I, Soares LS, Sorlin M, Luque JL, Moscardino UM, Roch M, Crisci G, Christiansen H (2022) Parental experiences of homeschooling during the COVID-19 pandemic: differences between seven European countries and between children with and without mental health conditions. Eur Child Adolesc Psychiatry 31(4):649–661

    Article  PubMed  Google Scholar 

  95. Verlenden JV, Pampati S, Rasberry CN, Liddon N, Hertz M, Kilmer G, Viox MH, Lee S, Cramer NK, Barrios LC, Ethier KA (2021) Association of children’s mode of school instruction with child and parent experiences and well-being during the COVID-19 pandemic - COVID Experiences Survey, United States, October 8-November 13, 2020. MMWR Morb Mortal Wkly Rep 70(11):369–376

    Article  PubMed  PubMed Central  Google Scholar 

  96. Rosen ML, Rodman AM, Kasparek SW, Mayes M, Freeman MM, Lengua LJ, Meltzoff AN, McLaughlin KA (2021) Promoting youth mental health during the COVID-19 pandemic: a longitudinal study. PLoS ONE 16(8):e0255294

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

The authors gratefully acknowledge the children, parents, and health professionals and their staff at McMaster Children’s Hospital without whose participation this study would not have been possible. We especially thank Jessica Zelman, Robyn Wojicki, Charlene Attard, and Melissa Elgie for coordinating the study, Christy Chan for managing the data, and Dr. Scott Leatherdale for sharing his insights during the preparation of this manuscript.

Funding

This work was supported by the Canadian Institutes of Health Research [PJT-148602; MS1-173067] and M.A.F is supported by the Canada Research Chairs Program. The funder had no role in the conduct of this research, writing of this manuscript, or the decision to submit findings for publication.

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M.A.F designed the study, undertook the statistical analysis, and wrote the first draft of the manuscript. A.T. contributed intellectual content, assisted with the preparation of the manuscript, and revised drafts of the manuscript. All authors contributed to and have approved the final manuscript.

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Correspondence to Mark A. Ferro.

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Ethics approval for this study was obtained from the Waterloo Human Research Ethics Board (#31010) and Hamilton Integrated Research Ethics Board (#2797).

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Informed Consent was obtained from all individual participants included in this study. All participants 16 years and older provided informed consent, children 7–15 provided assent, and children 6 and younger were consented by their parents.

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Ferro, M.A., Toulany, A. Longitudinal Association Between Youth Multimorbidity and Psychological Distress: Impact of the COVID-19 Pandemic. Child Psychiatry Hum Dev (2023). https://doi.org/10.1007/s10578-023-01564-3

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  • DOI: https://doi.org/10.1007/s10578-023-01564-3

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