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Ferro MA, Chan CKY. P factor in children with chronic physical illness. J Psychosom Res 2024; 184:111863. [PMID: 39059044 DOI: 10.1016/j.jpsychores.2024.111863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/16/2024] [Accepted: 07/21/2024] [Indexed: 07/28/2024]
Abstract
BACKGROUND The p factor represents the overall liability for the development of mental illness. While evidence supporting the p factor in adults has been reported, studies in children are fewer, and none have examined the p factor in children with chronic physical illness (CPI). OBJECTIVE We aimed to model the p factor in a longitudinal sample of children with CPI using a parent-reported checklist and examine its construct validity against a structured diagnostic interview. METHODS We used data from 263 children aged 2-16 years diagnosed with a CPI who were enrolled in the Multimorbidity in Children and Youth across the Life-course (MY LIFE) study. The p factor was modelled using the Emotional Behavioural Scales over 24 months using confirmatory factor analysis. Validation of the p factor was set against the Mini International Neuropsychiatric Interview for Children and Adolescents. RESULTS Factorial evidence supported the p factor, modelled using a bi-factor structure, compared to a standard correlated-factors (i.e., two-factor) structure [Δχ2 = 9.66(4), p = 0.047]. p factor scores were correlated with the number of different mental illness diagnoses (r = 0.71) and total number of diagnoses (r = 0.72). Dose-response relationships were shown for the number of different diagnoses (p < 0.001) and total number of diagnoses (p < 0.001). CONCLUSION In this first study of the p factor in children with CPI, we showed evidence of its bi-factor structure and associations with mental illness diagnoses. Mental comorbidity in children with CPI is pervasive and warrants transdiagnostic approaches to integrated pediatric care.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada.
| | - Christy K Y Chan
- School of Public Health Sciences, University of Waterloo, 200 University Avenue West, Waterloo, Ontario, N2L 3G1, Canada
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Ferro MA, Arimoro OI, Ayilara OF, Dhuga GK, Duncan L, Sajobi TT. Validating the Ontario Child Health Study Emotional Behavioural Scales-Brief Version (OCHS-EBS-B) in children with chronic physical illness. Child Care Health Dev 2024; 50:e13300. [PMID: 38953538 DOI: 10.1111/cch.13300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 06/05/2024] [Accepted: 06/06/2024] [Indexed: 07/04/2024]
Abstract
BACKGROUND A substantial proportion of children have a physical illness; these children commonly experience physical-mental comorbidity. To assess child mental health, brief scales that can be used in clinical and research settings are needed. This study assessed the validity and reliability of parent-reported Ontario Child Health Study Emotional Behavioural Scale-Brief Version (OCHS-EBS-B) scores. METHODS Data come from a longitudinal study of children aged 2-16 years with a physical illness recruited from outpatient clinics at a pediatric hospital. Confirmatory factor analysis and McDonald's coefficient assessed the factor structure and internal consistency reliability of the OCHS-EBS-B, respectively. Point biserial correlations assessed agreement between the OCHS-EBS-B and Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID), a structured diagnostic interview. The Wilcoxon rank sum test compared OCHS-EBS-B scores between children with versus without physical-mental comorbidity (known-group validity). RESULTS The three-factor structure of the OCHS-EBS-B was replicated in this sample of children with physical illness (χ2 = 196.23(272), p < 0.001; CFI = 0.98; TLI = 0.98; SRMR = 0.06; RMSEA [90% CI] = 0.034 [0.027, 0.044]). It had excellent internal consistency reliability (ω = 0.86-0.92) and was moderately correlated with the MINI-KID (baseline: rpb = 0.43-0.51; 6 months: rpb = 0.55-0.65). OCHS-EBS-B scores were significantly higher among children with versus without physical-mental comorbidity. CONCLUSIONS Findings confirm psychometric evidence that the OCHS-EBS-B is a valid and reliable measure of mental health in children with chronic physical illness. Its brevity and robust psychometric properties make the OCHS-EBS-B a strong candidate for routine use in integrated pediatric physical and mental health services.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Olayinka I Arimoro
- Department of Community Health Sciences, University of Calgary, Calgary, Canada
| | - Olawale F Ayilara
- Department of Community Health Sciences, University of Manitoba, Winnipeg, Canada
| | - Gurkiran K Dhuga
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Laura Duncan
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada
| | - Tolulope T Sajobi
- Department of Community Health Sciences, University of Calgary, Calgary, Canada
- O'Brien Institute for Public Health, University of Calgary, Calgary, Canada
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Ferro MA, Chan CKY, Lipman EL, Lieshout RJV, Shanahan L, Gorter JW. Continuity of mental disorders in children with chronic physical illness. Eur Child Adolesc Psychiatry 2024:10.1007/s00787-024-02420-y. [PMID: 38519608 DOI: 10.1007/s00787-024-02420-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 03/15/2024] [Indexed: 03/25/2024]
Abstract
Data on the chronicity of mental disorder in children with chronic physical illness (CPI) are limited. We examined the prevalence and predictors of homotypic and heterotypic continuity of mental disorder in children with CPI. A sample of 263 children aged 2-16 years with physician-diagnosed CPI were recruited from outpatient clinics (e.g., dermatology, respiratory) at a Canadian pediatric academic hospital and followed for 24 months. Parent and child-reported mental disorders (mood, anxiety, behavioral, attention-deficit hyperactivity disorder [ADHD]) were assessed using the Mini International Neuropsychiatric Interview for Children and Adolescents at baseline, 6, 12, and 24 months. Marginal regression models were computed to identify clinical, parent, and demographic factors associated with mental comorbidity over time. Mental disorder was observed in 24-27% of children with CPI based on child reports and 35-39% based on parent reports. Parent-reported models revealed significant homotypic continuity for all mental disorders (ORs = 4.2-9.5), and heterotypic continuity between mood and anxiety disorders (OR = 2.2), ADHD and behavioral disorders (OR = 5.1), and behavioral and each mental disorder (ORs = 6.7-8.4). Child-reported models revealed significant homotypic continuity for mood (OR = 8.8) and anxiety disorder (OR = 6.0), and heterotypic continuity between anxiety and mood disorders (OR = 12.4). Child disability (ORs = 1.3-1.5) and parent psychopathology (ORs = 1.2-1.8) were the most consistent predictors of both child- and parent-reported mental disorder over time. Mental comorbidity was prevalent and persistent in children with CPI with homotypic and heterotypic continuity common across informants. Child disability and parent psychopathology may be priority targets within integrated family-centered models of care to prevent mental comorbidity in children with CPI.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
| | - Christy K Y Chan
- School of Public Health Sciences, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada
| | - Ellen L Lipman
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada
| | - Ryan J Van Lieshout
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Canada
| | - Lilly Shanahan
- Jacobs Center for Productive Youth Development, Zurich, Switzerland
| | - Jan Willem Gorter
- Pediatric Rehabilitation Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
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Bedard C, King-Dowling S, Timmons BW, Ferro MA. A Matched-Pair Analysis of Gross Motor Skills of 3- to 5-Year-Old Children With and Without a Chronic Physical Illness. Pediatr Exerc Sci 2024:1-6. [PMID: 38364814 DOI: 10.1123/pes.2023-0069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 12/05/2023] [Accepted: 12/12/2023] [Indexed: 02/18/2024]
Abstract
PURPOSE The purpose of this study was to compare the gross motor skills of children with a chronic physical illness with those of their healthy peers. METHODS Data for children with a chronic physical illness come from the Multimorbidity in Children and Youth Across the Life Course study, and data from children without a physical illness come from the Health Outcomes and Physical Activity in Preschoolers study. Multimorbidity in Children and Youth Across the Life Course and Health Outcomes and Physical Activity in Preschoolers included children ages 3-5 years and administered the Peabody Development Motor Scales-second edition. Participants were sex and age matched (20 male and 15 female pairs; Mage = 54.03 [9.5] mo). RESULTS Gross motor skills scores were "below average" for 47% of children with a physical illness compared with 9% of children without a physical illness (P = .003). Matched-paired t tests detected significant differences in total gross motor scores (dz = -0.35), locomotor (dz = -0.31), and object control (dz = -0.39) scores, with healthy children exhibiting better motor skills, and no significant difference in stationary scores (dz = -0.19). CONCLUSIONS This skill gap may increase burden on children with physical illness and future research should assess gross motor skills longitudinally to establish whether the gap widens with age.
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Affiliation(s)
- Chloe Bedard
- School of Public Health Sciences, University of Waterloo, Waterloo, ON,Canada
| | - Sara King-Dowling
- Department of Oncology, The Children's Hospital of Philadelphia Research Institute, Philadelphia, PA,USA
| | - Brian W Timmons
- Department of Pediatrics, McMaster University, Hamilton, ON,Canada
| | - Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, ON,Canada
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Bowling CB, Faldowski RA, Sloane R, Pieper C, Brown TH, Dooley EE, Burrows BT, Allen NB, Gabriel KP, Lewis CE. Multimorbidity trajectories in early adulthood and middle age: Findings from the CARDIA prospective cohort study. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2024; 14:26335565241242277. [PMID: 38586603 PMCID: PMC10998492 DOI: 10.1177/26335565241242277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 03/07/2024] [Indexed: 04/09/2024]
Abstract
Background Multimorbidity research has focused on the prevalence and consequences of multimorbidity in older populations. Less is known about the accumulation of chronic conditions earlier in the life course. Methods We identified patterns of longitudinal multimorbidity accumulation using 30 years of data from in-person exams, annual follow-ups, and adjudicated end-points among 4,945 participants of the Coronary Artery Risk Development in Young Adults (CARDIA) study. Chronic conditions included arthritis, asthma, atrial fibrillation, cancer, end stage renal disease, chronic obstructive pulmonary disease, coronary heart disease, diabetes, heart failure, hyperlipidemia, hypertension, and stroke. Trajectory patterns were identified using latent class growth curve models. Results Mean age (SD) at baseline (1985-6) was 24.9 (3.6), 55% were female, and 51% were Black. The median follow-up was 30 years (interquartile range 25-30). We identified six trajectory classes characterized by when conditions began to accumulate and the rapidity of accumulation: (1) early-fifties, slow, (2) mid-forties, fast, (3) mid-thirties, fast, (4) late-twenties, slow, (5) mid-twenties, slow, and (6) mid-twenties, fast. Compared with participants in the early-fifties, slow trajectory class, participants in mid-twenties, fast were more likely to be female, Black, and currently smoking and had a higher baseline mean waist circumference (83.6 vs. 75.6 cm) and BMI (27.0 vs. 23.4 kg/m2) and lower baseline physical activity (414.1 vs. 442.4 exercise units). Conclusions A life course approach that recognizes the heterogeneity in patterns of accumulation of chronic conditions from early adulthood into middle age could be helpful for identifying high risk subgroups and developing approaches to delay multimorbidity progression.
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Affiliation(s)
- C Barrett Bowling
- Durham Veterans Affairs Geriatric Research Education and Clinical Center, Durham Veterans Affairs Medical Center (VAMC), Durham, NC, USA
- Department of Medicine, Duke University, Durham, NC, USA
- Center for Study of Aging and Human Development, Duke University, Durham, NC, USA
| | - Richard A Faldowski
- Center for Study of Aging and Human Development, Duke University, Durham, NC, USA
| | - Richard Sloane
- Center for Study of Aging and Human Development, Duke University, Durham, NC, USA
| | - Carl Pieper
- Center for Study of Aging and Human Development, Duke University, Durham, NC, USA
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
| | - Tyson H Brown
- Department of Sociology, Duke University, Durham NC, USA
| | - Erin E Dooley
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Brett T Burrows
- Center for Study of Aging and Human Development, Duke University, Durham, NC, USA
| | - Norrina B Allen
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Kelley Pettee Gabriel
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Cora E Lewis
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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Ferro MA, Elgie M, Dol M, Basque D. Measurement invariance of the 12-item self-administered World Health Organization Disability Assessment Schedule (WHODAS) 2.0 across early and late adolescents in Canada. Disabil Rehabil 2023; 45:3118-3124. [PMID: 36082846 DOI: 10.1080/09638288.2022.2118867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 08/11/2022] [Accepted: 08/25/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE This study examined whether the 12-item self-administered World Health Organization Disability Assessment Schedule (WHODAS) 2.0 demonstrated measurement invariance between young adolescents aged 10-16 years with a physical illness and older adolescents aged 15-19 years from the general population. MATERIALS AND METHODS Young adolescent data come from the baseline wave of the Multimorbidity in Youth across the Life-course study (n = 117) and older adolescent data come from the Canadian Community Health Survey-Mental Health (n = 1851). Multiple-group confirmatory factor analysis was used to test measurement invariance. WHODAS 2.0 scores were compared across morbidity subgroups using multiple regression. RESULTS Measurement invariance of the WHODAS 2.0 was demonstrated: (χ2=635.2(144), p<.001; RMSEA = 0.059 (0.054, 0.064); CFI = 0.967; TLI = 0.970; and, SRMR = 0.068). Adjusting for data source, sex, race, immigrant status, and household income, WHODAS 2.0 scores were associated with morbidity status in a dose-response manner: physical illness only (B = 1.50, p<.001), mental illness only (B = 2.92, p<.001), and physical-mental comorbidity (B = 4.44, p<.001). CONCLUSIONS Measurement invariance of the WHODAS 2.0 suggests that young adolescents interpret the items and disability construct similarly to older adolescents - a group that previously demonstrated measurement invariance with an adult sample. The 12-item self-administered WHODAS 2.0 may be used to measure disability across the life-course. IMPLICATIONS FOR REHABILITATIONThe 12-item self-administered WHODAS 2.0 is one of the most widely used measures of disability and functioning.Measurement invariance of the WHODAS 2.0 suggests that young adolescents interpret the items and disability construct similarly to older adolescents and adults in Canada.Researchers and health professionals can be confident that differences in 12-item self-administered WHODAS 2.0 scores are real and meaningful.The 12-item self-administered WHODAS 2.0 may be used to measure disability across the life-course.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Melissa Elgie
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Megan Dol
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Dominique Basque
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
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Ferro MA, Dol M, Basque D, Elgie M. Validating the 12-item proxy-administered World Health Organization Disability Assessment Schedule (WHODAS) 2.0 in young children with chronic physical illness in Canada. Disabil Rehabil 2023; 45:3135-3142. [PMID: 36093897 DOI: 10.1080/09638288.2022.2118868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 08/11/2022] [Accepted: 08/25/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE This study investigated the psychometric properties of the 12-item proxy-administered World Health Organization Disability Assessment Schedule (WHODAS) 2.0 in young children with chronic physical illness in Canada. MATERIALS AND METHODS Data come from the Multimorbidity in Youth across the Life-course, a longitudinal study of Canadian youth with physical illnesses (n = 263). Baseline parent-reported data from children (2-9 years, n = 143) and adolescents (10-16 years, n = 117) were analyzed. Wilcoxon's tests examined differences in WHODAS 2.0 scores between subgroups. Internal consistency was estimated, and confirmatory factor analysis modeled the WHODAS 2.0 factor structure. Regression modeling examined if the WHODAS 2.0 could discriminate between children with vs. without mental comorbidity. RESULTS Differences were found between children and adolescents regarding self-care and getting along, and for the item on emotional affect. Inter-item correlations were similar between subgroups and internal consistency was strong for children (α = 0.90) and adolescents (α = 0.93). The factor structure of the WHODAS 2.0 was confirmed; parameter estimates were similar between subgroups. The association between mental comorbidity and disability did not differ by age - comorbidity was associated with greater disability (β = 5.87, p < 0.01). CONCLUSIONS The 12-item proxy-administered WHODAS 2.0 appears valid and reliable in young children with physical illness and can be used in this population.Implications for rehabilitationThe 12-item proxy-administered WHODAS 2.0 has acceptable inter-item correlations and internal consistency in young Canadian children with chronic physical illness, and its factor structure is consistent with previous reportsExpansion of its use in measuring disability in young children provides the opportunity to use the WHODAS 2.0 across the life-course, facilitating the interpretation of changes in disability over time or in response to treatmentAdditional research is needed to determine responsiveness to change and the minimal clinically important difference of the WHODAS 2.0 in this population.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Megan Dol
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Dominique Basque
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Melissa Elgie
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
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Ferro MA, Basque D, Elgie M, Dol M. Agreement of the 12-item World Health Organization Disability Assessment Schedule (WHODAS) 2.0 in parents and youth with physical illness living in Canada. Disabil Rehabil 2023; 45:3125-3134. [PMID: 36066067 DOI: 10.1080/09638288.2022.2120095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 08/26/2022] [Accepted: 08/28/2022] [Indexed: 11/03/2022]
Abstract
PURPOSE This study modelled the factor structure and tested for measurement invariance between youth and parent reports on the 12-item World Health Organization Disability Assessment Schedule (WHODAS) 2.0; estimated agreement between informants; and, examined moderators of youth-parent discrepancies. MATERIALS AND METHODS Data come from the baseline wave of the Multimorbidity in Youth across the Life-course study (n = 117). Multiple-group confirmatory factor analysis was used to test for measurement invariance and Wilcoxon signed-rank tests compared informant scores. Intraclass correlation coefficient (ICC) and Bland-Altman limits of agreement plots were used to examine the youth-parent agreement. RESULTS The WHODAS 2.0 demonstrated measurement invariance [χ2 = 221.8(136), p < 0.01; RMSEA = 0.073 (0.055, 0.091); CFI = 0.962; and, SRMR = 0.078]. Youth typically reported more disability compared to parent proxies, with the exception of item Q5 (emotional). The agreement was low (ICC = 0.08-0.53). Youth sex moderated informant agreement such that more consistent agreement was seen for female youth (β = 0.54, p < .01) compared to male youth (β = 0.11, p = .29). CONCLUSIONS Youth and their parents interpret the construct of disability, as measured by the 12-item WHODAS 2.0, similarly. Thus, informant differences represent real differences that are not a consequence of error. Low parent-youth agreement reinforces the need for collecting multiple perspectives in the pediatric setting, especially for male youth.Implications for rehabilitationThe WHODAS 2.0 is one of the most widely used measures of disability and functioning.Measurement invariance of the WHODAS 2.0 suggests that youth and parents interpret the construct of disability similarly.Parent-youth agreement was low and youth typically report more disability compared to parent proxies.More consistent agreement with parents was found for female youth compared to male youth.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Dominique Basque
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Melissa Elgie
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
| | - Megan Dol
- School of Public Health Sciences, University of Waterloo, Waterloo, Canada
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Ferro MA, Toulany A. Longitudinal Association Between Youth Multimorbidity and Psychological Distress: Impact of the COVID-19 Pandemic. Child Psychiatry Hum Dev 2023:10.1007/s10578-023-01564-3. [PMID: 37358802 DOI: 10.1007/s10578-023-01564-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/19/2023] [Indexed: 06/27/2023]
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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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
| | - Alene Toulany
- Division of Adolescent Medicine, Hospital for Sick Children, Toronto, ON, Canada
- School of Public Health, University of Toronto, Toronto, ON, Canada
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Mental Health and Health-Related Quality of Life in Austrian Adolescents with Chronic Physical Health Conditions: Results from the MHAT Study. J Clin Med 2023; 12:jcm12051927. [PMID: 36902714 PMCID: PMC10003709 DOI: 10.3390/jcm12051927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 02/22/2023] [Accepted: 02/25/2023] [Indexed: 03/05/2023] Open
Abstract
Chronic physical health conditions (CPHC) are on the rise in younger age groups and might have a negative impact on children and adolescents. In a representative sample of Austrian adolescents aged 10-18 years, internalizing, externalizing, and behavioral problems were assessed cross-sectionally using the Youth Self-Report and health-related quality of life (HrQoL) using the KIDSCREEN questionnaire. Sociodemographic variables, life events, and chronic illness specific parameters were considered as associated variables with mental health problems in individuals with CPHC. Of 3469 adolescents, 9.4% of girls and 7.1% of boys suffered from a chronic pediatric illness. Of these individuals, 31.7% and 11.9% had clinically relevant levels of internalizing and externalizing mental health problems, respectively, compared to 16.3% and 7.1% adolescents without a CPHC. Anxiety, depression, and social problems were twice as high in this population. Medication intake due to CPHC and any traumatic life-event were related to mental health problems. All HrQoL domains were deteriorated in adolescents with a double burden of mental and CPHC, whereas adolescents with a CPHC without mental health problems did not differ significantly from adolescents without a chronic illness. Targeted prevention programs for adolescents with a CPHC are urgently needed to prevent mental health problems in the long term.
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Obasohan PE, Walters SJ, Jacques R, Khatab K. Risk Factors Associated with Multimorbidity among Children Aged Under-Five Years in Sub-Saharan African Countries: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1377. [PMID: 36674135 PMCID: PMC9859535 DOI: 10.3390/ijerph20021377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/03/2023] [Accepted: 01/04/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND/PURPOSE Globally, the prevalence of multimorbidity (defined as the cooccurrence of two or more diseases in an individual without reference to an index disease) is greater than 33%. Consequently, childhood multimorbidity, a growing public health concern in Low- and Middle-Income-Countries (LMICs), frequently has an impact on children's health. Therefore, the aim of this scoping review was to locate and describe studies that investigate the association between socioeconomic, demographic, and environmental factors and the prevalence of multimorbidity among children aged under five years in Sub-Saharan Africa (SSA). METHODS/DESIGN We searched MEDLINE, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PubMed, Scopus, and Web of Science for papers written in English, and published between January 1990 and March 2022. The search included papers that focused on children aged under five years with multimorbidity from Sub-Saharan Africa and used classical regression methods in their analysis. RESULTS A total of 261 articles were identified. Out of the 66 articles selected for full-text reading, 60 were removed for various reasons. Therefore, data from a sample of six articles were finally extracted and reported in this study. The sample size for the 6 studies included ranged from 2343 to 193,065 children under five years of age. There were six distinct disease conditions (Pneumonia, diarrhoea, malaria, being overweight, stunting, and anaemia) analysed in the included studies. One of the studies had three concurrent diseases, while the other five studies had two current diseases as their multimorbidity outcome of interest. The prevalence of multimorbidity in these six studies ranged from 1.2% to 24.8%. CONCLUSIONS The relatively few studies found in this research area is an indication of an evidence deficit/knowledge gap yearning to be filled to help policymakers in coming up with integrated multimorbidity care for children in SSA.
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Affiliation(s)
- Phillips Edomwonyi Obasohan
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield S1 4AD, UK
- Department of Liberal Studies, College of Business and Administrative Studies, Niger State Polytechnic, Bida Campus, Bida 912231, Nigeria
| | - Stephen J. Walters
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield S1 4AD, UK
| | - Richard Jacques
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield S1 4AD, UK
| | - Khaled Khatab
- Faculty of Health and Wellbeing, Sheffield Hallam University, Sheffield S10 2BP, UK
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Ferro MA, Dol M, Patte KA, Leatherdale ST, Shanahan L. Self-concept in Adolescents with Physical-Mental Comorbidity. JOURNAL OF MULTIMORBIDITY AND COMORBIDITY 2023; 13:26335565231211475. [PMID: 37881643 PMCID: PMC10594959 DOI: 10.1177/26335565231211475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 10/13/2023] [Indexed: 10/27/2023]
Abstract
Objective Little is known about self-concept in adolescents with physical-mental comorbidity. This study investigated whether physical-mental comorbidity was associated with self-concept in adolescents and examined if adolescent age or sex moderated the association between physical-mental comorbidity and self-concept. Methods Study data were obtained from the Multimorbidity in Youth across the Life-course (MY LIFE), an ongoing Canadian study of adolescents with chronic physical illness who were recruited from outpatient clinics at a pediatric hospital. A total of 116 adolescents aged ≥ 10 years provided self-reports on key measures. Results Adolescents with comorbidity (n = 48) had lower self-concept scores on the Self-Determination Questionnaire (SDQ; d = 0.62) and Self-Perception Profile for Children (SPPC; d = 0.53) vs. adolescents without comorbidity (n = 68). An age × comorbidity status interaction was found and age-stratified models were computed to investigate this moderating effect of age. Amongst older adolescents, comorbidity was associated with lower SDQ (B = -2.55, p < .001), but this association was not found among younger adolescents (B = -0.29, p = .680). A similar effect was found for SPPC among older (B = -0.48, p = .001) and younger adolescents (B = 0.03, p = .842). Adolescent sex was not found to be a moderator. Conclusions Physical-mental comorbidity in adolescence was associated with lower self-concept and this association was moderated by age-differences between adolescents with vs. without comorbidity were greater for older adolescents and were clinically relevant. Opportunities to support positive self-perceptions for adolescents with comorbidity are warranted, especially when planning the transition from pediatric to adult health services.
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Affiliation(s)
- Mark A. Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Megan Dol
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Karen A. Patte
- Department of Health Sciences, Brock University, St. Catharines, ON, Canada
| | | | - Lilly Shanahan
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
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13
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Bedard C, Timmons BW, Ferro MA. Exploratory examination of the association between physical-mental multimorbidity and physical activity in children. Front Pediatr 2023; 11:920629. [PMID: 36816377 PMCID: PMC9932503 DOI: 10.3389/fped.2023.920629] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Accepted: 01/06/2023] [Indexed: 02/05/2023] Open
Abstract
Children with physical illnesses often experience co-occurring mental illness (known as multimorbidity; MM) and it is currently unknown if MM is associated with physical activity (PA) and if the association differs between internalizing and externalizing disorders. Therefore, the aim of this study was to examine the association between MM and PA. Baseline data from the Multimorbidity in Children and Youth Across the Life Course (MY LIFE) cohort was used. MY LIFE is an ongoing prospective study that follows children ages 2 to 16 years with a chronic physical illness and measures PA using accelerometry and mental illness using the Mini International Neuropsychiatric Interview for Children and Adolescents. 140 children (53.2%) provided valid accelerometer data. Children with internalizing disorders recorded less light (B = -5.87), moderate (B = -1.82), and vigorous PA (B = -1.93) and fewer days meeting PA guidelines [Exp(B) = 0.73] and those with externalizing disorders recorded more light (B = 4.85), moderate (B = 1.78), and vigorous PA (B = 2.41) and more days meeting PA guidelines [Exp(B) = 1.06]. However, only the association between internalizing disorder and days meeting PA guidelines was statistically significant. This study provides preliminary evidence that children with MM may accumulate less PA depending on the type of mental illness they experience.
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Affiliation(s)
- Chloe Bedard
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Brian W Timmons
- Child Health & Exercise Medicine Program, McMaster University, Hamilton, ON, Canada
| | - Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
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Qureshi SA, Reaume SV, Bedard C, Ferro MA. Mental health of siblings of children with physical illness or physical-mental comorbidity. Child Care Health Dev 2022; 49:456-463. [PMID: 36098996 DOI: 10.1111/cch.13061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 08/12/2022] [Accepted: 09/10/2022] [Indexed: 11/28/2022]
Abstract
OBJECTIVES This study examined the mental health of siblings of children with physical illness (PI), with or without co-occurring mental illness. METHODS The sample included children aged 2 to 16 years with a chronic PI and their aged-matched healthy siblings (n = 169 dyads). Physical-mental comorbidity (PM) was present if children screened positive for ≥1 mental illness on the Mini International Neuropsychiatric Interview for Children and Adolescents. Parents completed the Strengths and Difficulties Questionnaire (SDQ) to measure child and sibling mental health. RESULTS Within child-sibling dyads, siblings of children with PI had significantly worse mental health related to conduct problems (d = 0.31), peer problems (d = 0.18) and total difficulties (d = 0.20). Siblings of children with PM had significantly better mental health related to emotional problems (d = 0.42), hyperactivity/inattention (d = 0.23) and total difficulties (d = 0.32). Siblings of children with PI had similar mental health compared with child population norms used in the development of the SDQ. In contrast, siblings of children with PM had significantly worse mental health across all SDQ domains, with the exception of prosocial behaviour. After adjusting for parent psychopathology and family functioning, no statistically significant differences between siblings of children with PM versus siblings of children with PI were found. CONCLUSIONS Differences in mental health exist between children with PI or PM versus their healthy siblings. However, differences between siblings of children with PI versus siblings of children with PM can be explained by parental and family factors (e.g. marital status, education and income). Findings reinforce family-centred care approaches to address the needs of children with PI or PM and their families.
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Affiliation(s)
- Saad A Qureshi
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Shannon V Reaume
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Chloe Bedard
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Mark A Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
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15
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Ferro MA, Qureshi S, Van Lieshout RJ, Lipman EL, Georgiades K, Gorter JW, Timmons BW, Shanahan L. Prevalence and Correlates of Physical-mental Multimorbidity in Outpatient Children From a Pediatric Hospital in Canada. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2022; 67:626-637. [PMID: 35060408 PMCID: PMC9301150 DOI: 10.1177/07067437221074430] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE The aim of this study was to estimate the six-month prevalence of mental illness in children with chronic physical illness (multimorbidity), examine agreement between parent and child reports of multimorbidity, and identify factors associated with child multimorbidity. METHOD The sample included 263 children aged 2-16 years with a physician-diagnosed chronic physical illness recruited from the outpatient clinics at a pediatric hospital. Children were categorized by physical illness according to the International Statistical Classification of Diseases and Related Health Problems (ICD)-10. Parent and child-reported six-month mental illness was based on the Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID). RESULTS Overall, 101 (38%) of children had a parent-reported mental illness; 29 (25%) children self-reported mental illness. There were no differences in prevalence across ICD-10 classifications. Parent-child agreement on the MINI-KID was low (κ = 0.18), ranging from κ = 0.24 for specific phobia to κ = 0.03 for attention-deficit hyperactivity. From logistic regression modeling (odds ratio [OR] and 95% confidence interval), factors associated with multimorbidity were: child age (OR = 1.16 [1.04, 1.31]), male (OR = 3.76 [1.54, 9.22]), ≥$90,000 household income (OR = 2.57 [1.08, 6.22]), parental symptoms of depression (OR = 1.09 [1.03, 1.14]), and child disability (OR = 1.21 [1.13, 1.30]). Similar results were obtained when modeling number of mental illnesses. CONCLUSIONS Findings suggest that six-month multimorbidity is common and similar across different physical illnesses. Level of disability is a robust, potentially modifiable correlate of multimorbidity that can be assessed routinely by health professionals in the pediatric setting to initiate early mental health intervention to reduce the incidence of multimorbidity in children.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, 8430University of Waterloo, Waterloo, Ontario, Canada
| | - Saad Qureshi
- School of Public Health Sciences, 8430University of Waterloo, Waterloo, Ontario, Canada
| | - Ryan J Van Lieshout
- Department of Psychiatry and Behavioral Neurosciences, 3710McMaster University, Hamilton, Ontario, Canada
| | - Ellen L Lipman
- Department of Psychiatry and Behavioral Neurosciences, 3710McMaster University, Hamilton, Ontario, Canada
| | - Kathy Georgiades
- Department of Psychiatry and Behavioral Neurosciences, 3710McMaster University, Hamilton, Ontario, Canada
| | - Jan Willem Gorter
- Department of Pediatrics, 3710McMaster University, Hamilton, Ontario, Canada
| | - Brian W Timmons
- Department of Pediatrics, 3710McMaster University, Hamilton, Ontario, Canada
| | - Lilly Shanahan
- Department of Psychology, 27217University of Zurich, Zurich, Switzerland
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16
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Children and adolescents are not small adults: towards a better understanding of multimorbidity in younger populations. J Clin Epidemiol 2022; 149:165-171. [PMID: 35820585 DOI: 10.1016/j.jclinepi.2022.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 05/25/2022] [Accepted: 07/06/2022] [Indexed: 11/23/2022]
Abstract
Multimorbidity is of increasing importance for the health of both children and adults but research has hitherto focused on adult multimorbidity. Hence, public awareness, practice and policy lack vital information about multimorbidity in childhood and adolescence. We convened an international and interdisciplinary group of experts from six nations to identify key priorities supported by published evidence to strengthen research for children and adolescent with multimorbidity. Future research is encouraged 1) To develop a conceptual framework to capture unique aspects of child and adolescent multimorbidity - including definitions, characteristic patterns of conditions for different age groups, its dynamic nature through childhood and adolescence and understanding of severity and trajectories for different clusters of multiple chronic conditions, 2) To define new indices to classify the presence of multimorbidity in children and adolescents, 3) To improve the availability and linkage of data across countries, 4) To synthesize evidence on the global phenomenon of multimorbidity in childhood and adolescence as well as health inequalities, 5) To involve children and adolescents in research relevant to their health.
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Bedard C, King-Dowling S, Obeid J, Timmons BW, Ferro MA. Correlates of Moderate-to-Vigorous Physical Activity in Children With Physical Illness and Physical-Mental Multimorbidity. HEALTH EDUCATION & BEHAVIOR 2022; 49:10901981221100697. [PMID: 35695286 PMCID: PMC9465499 DOI: 10.1177/10901981221100697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study measured physical activity (PA) and explored its correlates among children with multimorbidity (co-occurring chronic physical and mental illness; MM) versus those with chronic physical illness only (PI). This study used baseline data from the Multimorbidity in Children and Youth Across the Life Course (MY LIFE) study, an on-going cohort study following 263 children with a PI 2 to 16 years of age (mean age: 9.8 years, SD = 4.0; 47.7% female). PA was measured using accelerometry, and demographic and psychosocial variables were collected using questionnaires. Of the 55 children with MM and the 85 with PI with valid accelerometer data, 38.1% and 41.2%, respectively, met average daily PA guidelines. Correlates of moderate-to-physical PA (MVPA) among children with MM were age, ρ(53) = -0.45, p = .001, body mass index (BMI), ρ(48) = -0.28, p = .04, self-perceived behavioral conduct, ρ(24) = -0.45, p = .02, physical health-related quality of life, ρ(51) = 0.56, p < .001, and peer support, ρ(52) = 0.27, p = .04. Correlates of MVPA among children with PI were age, ρ(83) = -0.40, p < .001, sex, ρ(83) = -0.26, p = .01, self-perceived social competence, ρ(31) = 0.42, p = .02, self-perceived athletic competence, ρ(31) = 0.48, p = .005, physical health-related quality of life, ρ(83) = 0.34, p = .001, participation in community sport, ρ(31) = 0.41, p = .02, and family functioning, ρ(83) = 0.26, p = .02. These results demonstrate that children with PI and MM are insufficiently active and their PA is correlated with demographic and psychosocial factors.
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Affiliation(s)
- Chloe Bedard
- University of Waterloo, Waterloo, Ontario, Canada
| | - Sara King-Dowling
- The Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- McMaster University, Hamilton, Ontario, Canada
| | - Joyce Obeid
- McMaster University, Hamilton, Ontario, Canada
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18
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Psychometric Properties of the Short Form-36 (SF-36) in Parents of Children with Mental Illness. PSYCH 2022. [DOI: 10.3390/psych4020021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Given the stressful experiences of parenting children with mental illness, researchers and health professionals must ensure that the health-related quality of life of these vulnerable parents is measured with sufficient validity and reliability. This study examined the psychometric properties of the SF-36 in parents of children with mental illness. The data come from 99 parents whose children were currently receiving mental health services. The correlated two-factor structure of the SF-36 was replicated. Internal consistencies were robust (α > 0.80) for all but three subscales (General Health, Vitality, Mental Health). Inter-subscale and component correlations were strong. Correlations with parental psychopathology ranged from r = −0.32 to −0.60 for the physical component and r = −0.39 to −0.75 for the mental component. Parents with clinically relevant psychopathology had significantly worse SF-36 scores. SF-36 scores were inversely associated with the number of child diagnoses. The SF-36 showed evidence of validity and reliability as a measure of health-related quality of life in parents of children with mental illness and may be used as a potential outcome in the evaluation of family-centered approaches to care within child psychiatry. Given the relatively small sample size of this study, research should continue to examine its psychometric properties in more diverse samples of caregivers.
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Ferro MA, Otto C, Ravens-Sieberer U. Measuring health-related quality of life in young children with physical illness: psychometric properties of the parent-reported KIDSCREEN-27. Qual Life Res 2022; 31:1509-1520. [PMID: 34855060 DOI: 10.1007/s11136-021-03054-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2021] [Indexed: 11/30/2022]
Abstract
PURPOSE This study examined whether the KIDSCREEN-27 was reliable and valid in young children 2-7 years with chronic physical illnesses which included estimating inter-domain correlations and internal consistency; measurement invariance testing; and, discriminant and convergent validity assessments. METHODS Data come from the Multimorbidity in Children and Youth across the Life-course; a longitudinal study of individuals aged 2-16 years with physical illness. The parent-reported KIDSCREEN-27 was administered. Children (2-7 years; n = 106) were compared to adolescents (8-16 years; n = 157). Reliability was estimated using Cronbach α for internal consistency. Multiple group confirmatory factor analysis tested for measurement invariance. Cohen's d and Pearson coefficient were used to assess discriminant validity by sex and age. Convergent validity was tested using Pearson coefficients with the WHODAS 2.0 (child functioning/impairment). Multiple regression examined associations between multimorbidity (co-occurring physical and mental illness) and HRQL. RESULTS Internal consistency reliabilities were α = 0.74-0.88 (children) and α = 0.77-0.88 (adolescents). Inter-domain correlations were relatively low (children: r = 0.18-0.59; adolescents: r = 0.30-0.62) indicating that each KIDSCREEN-27 domain was measuring a unique aspect of health-related quality of life. Measurement invariance was demonstrated (scalar level). Parameter estimates of the invariant models were similar for children and adolescents. Small, non-significant correlations were found for sex and age for children and adolescents. Medium, significant correlations were found for both groups between the KIDSCREEN-27 and WHODAS 2.0. Children and adolescents with multimorbidity had significantly lower physical well-being, psychological well-being, and school environment scores compare to those without multimorbidity. Regression coefficients were similar between groups. CONCLUSION Findings provide evidence of adequate psychometrics for the KIDSCREEN-27 in young children with chronic physical illness.
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Affiliation(s)
- Mark A Ferro
- School of Public Health Sciences, University of Waterloo, 200 University Avenue West, Waterloo, Canada.
| | - Christiane Otto
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ulrike Ravens-Sieberer
- Department of Child and Adolescent Psychiatry, Psychotherapy, and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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20
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Vos R, Boesten J, van den Akker M. Fifteen-year trajectories of multimorbidity and polypharmacy in Dutch primary care—A longitudinal analysis of age and sex patterns. PLoS One 2022; 17:e0264343. [PMID: 35213615 PMCID: PMC8880753 DOI: 10.1371/journal.pone.0264343] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 02/08/2022] [Indexed: 11/18/2022] Open
Abstract
Objective After stratifying for age, sex and multimorbidity at baseline, our aim is to analyse time trends in incident multimorbidity and polypharmacy in the 15-year clinical trajectories of individual patients in a family medicine setting. Methods This study was carried out using data from the Registration Network Family Medicine in the South of the Netherlands. The clinical trajectories of 10037 subjects during the 15-year period (2000–2014) were analyzed in a repeated measurement of using a generalized estimating equations model as well as a multilevel random intercept model with repeated measurements to determine patterns of incident multimorbidity and polypharmacy. Hierarchical age-period-cohort models were used to generate age and cohort trajectories for comparison with prevalence trends in multimorbidity literature. Results Multimorbidity was more common in females than in males throughout the duration of the 15-year trajectory (females: 39.6%; males: 33.5%). With respective ratios of 11.7 and 5.9 between the end and the beginning of the 15-year period, the youngest female and male groups showed a substantial increase in multimorbidity prevalence. Ratios in the oldest female and male groups were 2.2 and 1.9 respectively. Females had higher levels of multimorbidity than males in the 0-24-year and 25-44-year age groups, but the levels converged to a prevalence of 92.2% in the oldest male and 90.7% in the oldest female group. Similar, albeit, moderate differences were found in polypharmacy patterns. Conclusions We sought to specify the progression of multimorbidity from an early age. As a result, our study adds to the multimorbidity literature by specifying changes in chronic disease accumulation with relation to polypharmacy, and by tracking differences in patient trajectories according to age and sex. Multimorbidity and polypharmacy are common and their prevalence is accelerating, with a relatively rapid increase in younger groups. From the point of view of family medicine, this underlines the need for a longitudinal approach and a life course perspective in patient care.
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Affiliation(s)
- Rein Vos
- Department of Methodology and Statistics, Maastricht University, Maastricht, The Netherlands
| | - Jos Boesten
- Department of Family Medicine, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
| | - Marjan van den Akker
- Department of Family Medicine, Care and Public Health Research Institute, Maastricht University, Maastricht, The Netherlands
- Institute of General Practice, Johann Wolfgang Goethe University, Frankfurt am Main, Germany
- Department of Public Health and Primary Care, Academic Centre of General Practice, KU Leuven, Leuven, Belgium
- * E-mail:
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21
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Multimorbidity and simultaneity of health risk factors, from adolescence to early adulthood: 1993 Pelotas Birth Cohort. Prev Med 2022; 155:106932. [PMID: 34954241 DOI: 10.1016/j.ypmed.2021.106932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 12/14/2021] [Accepted: 12/19/2021] [Indexed: 11/21/2022]
Abstract
The co-occurrence of two or more diseases is called multimorbidity, and the occurrence of two or more risk factors is called simultaneity of risk factors. Multimorbidity and simultaneity of risk factors are not widely understood in adolescence and early adulthood. This paper aims to describe how multimorbidity and simultaneity of risk factors are distributed throughout adolescence and early adulthood, considering demographic and socioeconomic characteristics, among the 1993 Pelotas Birth Cohort members. This study was carried out using data from the 11, 15, 18, and 22y of the 1993 Pelotas Birth Cohort, Brazil (n = 5249). A self-reported questionnaire assessed allergies, asthma/bronchitis/wheezing, diabetes, vision problems, hypertension, common mental disorders, other mental disorders, physical inactivity, sedentary behaviour, insufficient sleep time, smoking, alcohol abuse behaviour, and illicit drugs. Glucose, cholesterol, blood pressure, weight, and height were objectively collected. The prevalence of multimorbidity was 26.3%, 31.3%, 37.9%, and 44.4% at 11, 15, 18, and 22y, respectively. Around 70% of all ages presented simultaneity of risk factors. Women presented a higher prevalence of simultaneity of risk factors, and the multimorbidity gradually increased from 11 to 22y. The presence of both multimorbidity and simultaneity of risk factors was 19.7% at 11 and 35.4% at 22y. Less than 2% have no morbidity and no risk factors at each age assessed. This study highlighted the early emergence and accelerated growth of diseases and risk factors in a young population, especially their co-occurrence.
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22
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Ferro MA, Meyer SB, Yessis J, Reaume SV, Lipman E, Gorter JW. COVID-19-Related Psychological and Psychosocial Distress Among Parents and Youth With Physical Illness: A Longitudinal Study. Front Psychiatry 2021; 12:761968. [PMID: 34777063 PMCID: PMC8580883 DOI: 10.3389/fpsyt.2021.761968] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 09/24/2021] [Indexed: 01/07/2023] Open
Abstract
Despite the initial thrust of research aimed at understanding the impact of the COVID-19 pandemic on youth with physical illness and their parents, knowledge gaps in the literature remain, providing the impetus for additional investigation. This study described changes in psychological distress from prior to during the COVID-19 pandemic for parents and youth with physical illness, compared parent-proxy and youth self-reported perceptions of COVID-19-related psychosocial health, and modeled factors associated with psychological and psychosocial distress. There were 147 parent-youth dyads (2-16 years) from MY LIFE-a longitudinal study of youth with physical illness. The Kessler-6 (K6) measured psychological distress for the time before the COVID-19 lockdown (December 19 to March 20) and during the pandemic (December 20 to March 21) among parents and youth. COVID-19-related psychosocial health was measured using the CRISIS. Parents and youth reported increases in K6 scores (d = 0.62 and 0.38). Parent-proxy reports on the K6 were lower vs. youth self-reports prior to and during the pandemic (d = 0.63 for both). In contrast, parents reported lower proxy CRISIS scores for worries (d = 0.38) and effects of social restrictions (d = 0.52). Pandemic parent K6 scores were associated with age, combined in-person and online schooling for youth, COVID-19-related worries, and effects of social restrictions. For youth, only COVID-19-related worries and effects of social restrictions were associated with K6 scores. Parent worries were associated with youth sex, parental stress, family functioning, online and combination learning, and social restrictions. Parental depression and worries were associated with effects of social restrictions. Youth worries were associated with online and combination learning, and social restrictions. Youth disability, online learning, and worries were associated with effects of social restrictions. Few clinical factors are associated with COVID-19-related psychological and psychosocial distress. Instead, parent/family factors and youth learning environment have prominent roles in predicting outcomes and have implications for the health, education, and social services systems.
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Affiliation(s)
- Mark A. Ferro
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Samantha B. Meyer
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Jennifer Yessis
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Shannon V. Reaume
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Ellen Lipman
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada
| | - Jan Willem Gorter
- Department of Pediatric Rehabilitation Medicine, University Medical Center Utrecht, Utrecht, Netherlands
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Romano I, Buchan C, Baiocco-Romano L, Ferro MA. Physical-mental multimorbidity in children and youth: a scoping review. BMJ Open 2021; 11:e043124. [PMID: 34016659 PMCID: PMC8141428 DOI: 10.1136/bmjopen-2020-043124] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 04/28/2021] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVE Efforts to describe the current state of research are needed to advance the field of physical-mental multimorbidity (ie, the co-occurrence of at least one physical illness and at least one mental disorder) among children and youth. Our objective was to systematically explore the breadth of physical-mental multimorbidity research in children and youth and to provide an overview of existing literature topics. DESIGN Scoping review. METHODS We conducted a systematic search of four key databases: PubMed, EMBASE, PsycINFO and Scopus as well as a thorough scan of relevant grey literature. We included studies of any research design, published in English, referring to physical-mental multimorbidity among children and youth aged ≤18 years. Studies were screened for eligibility and data were extracted, charted and summarised narratively by research focus. Critical appraisal was employed using the modified Quality Index (QI). RESULTS We included 431 studies and 2 sources of grey literature. Existing research emphasises the co-occurrence of anxiety, mood and attention disorders among children with epilepsy, asthma and allergy. Evidence consists of mostly small, observational studies that use cross-sectional data. The average QI score across applicable studies was 9.1 (SD=1.8). CONCLUSIONS There is a pressing need for more robust research within the field of child physical-mental multimorbidity.
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Affiliation(s)
- Isabella Romano
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
| | - Claire Buchan
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
| | - Leonardo Baiocco-Romano
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
| | - Mark A Ferro
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada
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Ferro MA, Lipman EL, Van Lieshout RJ, Timmons B, Shanahan L, Gorter JW, Georgiades K, Boyle M. Cohort Profile: Multimorbidity in Children and Youth Across the Life-course (MY LIFE) Study. JOURNAL OF THE CANADIAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY = JOURNAL DE L'ACADEMIE CANADIENNE DE PSYCHIATRIE DE L'ENFANT ET DE L'ADOLESCENT 2021; 30:104-115. [PMID: 33953762 PMCID: PMC8056956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 11/12/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVE This manuscript serves to provide an overview of the methods of the Multimorbidity in Children and Youth across the Life-course (MY LIFE) study, profile sample characteristics of the cohort, and provide baseline estimates of multimorbidity to foster collaboration with clinical and research colleagues across Canada. METHOD MY LIFE is comprised of 263 children (2-16 years) with a physical illness recruited from McMaster Children's Hospital, their primary caregiving parent, and their closest-aged sibling. Participants are followed with data collection at recruitment, 6, 12, and 24 months which includes structured interviews, self-reported measures, and biological samples and occur in a private research office or at participants' homes. Post-COVID-19, data collection transitioned to mail and telephone surveys. RESULTS At recruitment, children were 9.4 (4.2) years of age and 52.7% were male. The mean duration of their physical illness was 4.5 (4.1) years; 25% represent incident cases (duration <1 year). Most (69.7%) had healthy body weight and intelligence in the average range (73.5%). Overall, 38.2% of children screened positive for ≥1 mental illness according to parent report (24.8% screened positive based on child self-report). Compared to 2016 Census data, the MY LIFE cohort overrepresents families of higher socioeconomic status. CONCLUSIONS Multimorbidity is common among children and these baseline data will serve to measure relative changes in the mental health of children with physical illness over time. MY LIFE will provide new information for understanding multimorbidity among children, though underrepresentation of lower socioeconomic families may have implications for the generalizability of findings.
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Affiliation(s)
- Mark A Ferro
- School of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario
| | - Ellen L Lipman
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario
| | - Ryan J Van Lieshout
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario
| | - Brian Timmons
- Department of Pediatrics, McMaster University, Hamilton, Ontario
| | - Lilly Shanahan
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Jacobs Center for Productive Youth Development, University of Zurich, Zurich, Switzerland
| | | | - Kathy Georgiades
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario
| | - Michael Boyle
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario
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Chen N, Zhou L, Huang J, Yu W, Chen C, Jin H, Shi X, Yu Z, Liu Q, Yang Y, Wang Z, Shi J. Identifying multimorbidity patterns of non-communicable diseases in paediatric inpatients: a cross-sectional study in Shanghai, China. BMJ Open 2021; 11:e042679. [PMID: 33795295 PMCID: PMC8023737 DOI: 10.1136/bmjopen-2020-042679] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2020] [Revised: 02/21/2021] [Accepted: 02/23/2021] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVES To enhance the understanding of non-communicable disease (NCD) multimorbidity in children who are inpatients by delineating the characteristics of and identifying patterns among paediatric inpatients with multimorbidity in China. DESIGN Cross-sectional study. SETTING Paediatric wards (n=17) in Pudong New Area, Shanghai, China. PARTICIPANTS A total of 193 432 paediatric inpatients in the electronic health record systems of 17 hospitals from 2011 to 2016 participated in the study, and 91 004 children with NCDs were extracted and classified based on International Classification of Diseases, 10th version codes. MAIN OUTCOME MEASURES Number of the NCDs and multimorbidity patterns of the paediatric inpatients. RESULTS In total, 47.05% (95% CI 46.83 to 47.27) of the paediatric inpatients had one or more chronic diseases, and 16.30% (95% CI 16.14 to 16.46) had multimorbidity. Congenital anomalies accounted for 19.43% (95% CI 19.25 to 19.61) of the principal diagnoses among the paediatric inpatients. Five common multimorbidity patterns were identified: a neurological-respiratory cluster, a neurological-respiratory-ear cluster, a cardiovascular-circulatory cluster, a genitourinary cluster (boy group) and a musculoskeletal-connective cluster (10-18 years age group). CONCLUSIONS Multimorbidity in paediatric inpatients suggests that decisions about reasonable allocation of paediatric inpatient resources should be fully considered. Multimorbidity patterns in paediatric inpatients revealed that prevention, including innovative treatments targeting children, should be further studied.
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Affiliation(s)
- Ning Chen
- Tongji University School of Medicine, Shanghai, China
| | - Liang Zhou
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiaoling Huang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenya Yu
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chen Chen
- Pengpuxincun Community Health Service Center, Shanghai, China
| | - Hua Jin
- Department of General Practice, Tongji University Affiliated Yangpu Hospital, Shanghai, China
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
| | - Xiaoxiao Shi
- Department of General Practice, Tongji University Affiliated Yangpu Hospital, Shanghai, China
- Shanghai General Practice and Community Health Development Research Center, Shanghai, China
| | - Zhaohu Yu
- Department of Neurosurgery, Navy 971 Hospital, Qingdao, China
| | - Qian Liu
- Tongji University School of Economics and Management, Shanghai, China
| | - Yan Yang
- Tongji University School of Economics and Management, Shanghai, China
| | - Zhaoxin Wang
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- General Practice Center, Southern Medical University Affiliated Nanhai Hospital, Guangzhou, China
| | - Jianwei Shi
- Department of General Practice, Tongji University Affiliated Yangpu Hospital, Shanghai, China
- Department of Health Service Management, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Palman J, McDonagh JE. Young Minds: Mental Health and Transitional Care in Adolescent and Young Adult Rheumatology. Open Access Rheumatol 2020; 12:309-321. [PMID: 33324121 PMCID: PMC7732171 DOI: 10.2147/oarrr.s228083] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 11/11/2020] [Indexed: 12/27/2022] Open
Abstract
Consideration of the mental health and emotional wellbeing is an important component of health care for all young people, irrespective of setting. Mental health disorders are common during adolescence and young adulthood and young people with rheumatic musculoskeletal diseases (RMD) are not exempt. For such young people, risks of poor outcomes are related to both mental health as well as their RMD. Times of change during adolescence and young adulthood-transitions-are potentially vulnerable life stages for young people with RMD and warrant specific attention in health care provision. Such transitions include those occurring at puberty, during education, training, and employment, socially with moves away from the parental home, as well as from child to adult-centered health services. There is great potential for rheumatology professionals to support young people with RMD at these transitions in view of their frequent encounters and ongoing therapeutic relationships. In this review, we aim to assess the impact of mental health on RMD during adolescence and young adulthood with particular reference to transitional care provision and how rheumatology professionals can be involved in addressing mental health issues during this time of change.
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Affiliation(s)
- Jason Palman
- Department of Paediatric and Adolescent Rheumatology, Royal Manchester Children’s Hospital, Manchester University Hospitals NHS Trust, ManchesterM13 9WL, UK
| | - Janet E McDonagh
- Department of Paediatric and Adolescent Rheumatology, Royal Manchester Children’s Hospital, Manchester University Hospitals NHS Trust, ManchesterM13 9WL, UK
- Versus Arthritis Centre for Epidemiology; Centre for MSK Research, University of Manchester, Manchester, UK
- NIHR Biomedical Research Centre, Manchester University Hospital NHS Trust, Manchester, UK
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Obasohan PE, Walters SJ, Jacques R, Khatab K. A Scoping Review of the Risk Factors Associated with Anaemia among Children Under Five Years in Sub-Saharan African Countries. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17238829. [PMID: 33261060 PMCID: PMC7731158 DOI: 10.3390/ijerph17238829] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 11/21/2020] [Accepted: 11/25/2020] [Indexed: 01/29/2023]
Abstract
Background/Purpose: Globally, anaemia is a severe public health condition affecting over 24% of the world’s population. Children under five years old and pregnant women are the most vulnerable to this disease. This scoping review aimed to evaluate studies that used classical statistical regression methods on nationally representative health survey data to identify the individual socioeconomic, demographic and contextual risk factors associated with developing anaemia among children under five years of age in sub-Saharan Africa (SSA). Methods/Design: The reporting pattern followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guidelines. The following databases were searched: MEDLINE, EMBASE (OVID platform), Web of Science, PUBMED, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PsycINFO, Scopus, Cochrane library, African Journal of online (AJOL), Google Scholar and Measure DHS. Results: The review identified 20 relevant studies and the risk factors for anaemia were classified as child-related, parental/household-related and community- or area-related factors. The risk factors for anaemia identified included age, birth order, sex, comorbidities (such as fever, diarrhoea and acute respiratory infection), malnutrition or stunting, maternal education, maternal age, mother’s anaemia status, household wealth and place of residence. Conclusion: The outcome of this review is of significant value for health policy and planners to enable them to make informed decision that will correct any imbalances in anaemia across socioeconomic, demographic and contextual characteristics, with the view of making efficient distributions of health interventions.
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Affiliation(s)
- Phillips Edomwonyi Obasohan
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield S1 4DA, UK; (S.J.W.); (R.J.)
- Department of Liberal Studies, College of Administrative and Business Studies, Niger State Polytechnic, Bida Campus, Bida 912231, Nigeria
- Correspondence:
| | - Stephen J. Walters
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield S1 4DA, UK; (S.J.W.); (R.J.)
| | - Richard Jacques
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield S1 4DA, UK; (S.J.W.); (R.J.)
| | - Khaled Khatab
- Faculty of Health and Wellbeing, Sheffield Hallam University, Sheffield S10 2BP, UK;
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