Alice Charach’s research while affiliated with University of Toronto and other places

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Publications (106)


Oops, we missed a spot: Comparing data substitution methods for non-random missing survey data in a longitudinal study
  • Article

February 2025

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16 Reads

Journal of Affective Disorders

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Katherine T. Cost

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Imputation methods for missing data may not always be applicable, namely, when the data were completely missing for the whole sample. To estimate the missing data, we compared three missing item substitution methods: (1) mean substitution; (2) last observation carried forward (LOCF); and (3) regression-predicted values. A total of 384 parents reported their 8- to 18-year-old children's anxiety level using the 9-item Screen for Child Anxiety Related Disorders at baseline (Time 1) and two later time points, drawing from a larger longitudinal study (Ontario COVID-19 and Kids' Mental Health Study). We predicted a survey item measured one month after baseline (Time 2) using: (1) the mean value of the rest of the test items; (2) the value of the same item measured at baseline; and (3) the predicted value from the linear regression with all other test items as predictors. Within-Subjects ANOVA results showed a main effect of substitution methods on total score at Time 2. Post-hoc analysis indicated that mean substitution was significantly different from the actual data. Regression-predicted values overestimated the median compared to the actual values, while the LOCF estimation produced comparable means and identical medians. Similar results were found while using other indicators and extending the analysis to a larger 4-month time interval (Time 3), suggesting LOCF is more accurate and reliable than mean substitution or regression-prediction. This study proposes when advanced substitution methods are not applicable, a systematic comparison of alternative methods may help researchers to arrive at a more informed decision in data processing.


The Effect of Screen Time and Positive School Factors in the Pathway to Child and Youth Mental Health Outcomes

October 2024

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79 Reads

Research on Child and Adolescent Psychopathology

Beyond achievement, educational settings offer informal supports that may be critical for child and youth mental health. However, children’s educational environments have experienced significant disruption with the coronavirus pandemic. School settings offer unique opportunities to support children’s mental health, but research must identify powerful points of intervention. This study examined school factors (aspirations, perceived competence, sense of belonging, and emotional engagement) as predictors of children’s mental health, and the potential consequences of increasing screen time in and outside of school. Participants (N = 707) were parents and their children (6–18 years) from community and clinical settings who completed prospective surveys about children’s school experiences and mental health symptoms (November 2020-May 2022). Standardized measures of depression, anxiety, irritability, inattention, and hyperactivity were collected. Structural equation modelling tested longitudinal associations between screen time, school factors, and mental health outcomes. Positive associations between each of the school factors (B = 0.14 [SE = 0.04] to B = 0.43 [SE = 0.04]) suggested they may reinforce one another. Longitudinally, sense of belonging and emotional engagement at school predicted lower severity for symptoms of depression, anxiety, irritability, and inattention (B=-0.14 [SE = 0.07] to B =-0.33 [SE = 0.10]). Greater screen time was associated with lower aspirations and perceived competence (B = − 0.08 [SE = 0.04] to B = − 0.13 [SE = 0.06]). Results suggest that school factors beyond achievement may be key correlates of child and youth mental health. While curriculum expectations emphasize academic achievement, an investment in supporting positive attitudes and aspirations at school is also warranted.



Overview of the electronic match process
Evaluation of an automated matching system of children and families to virtual mental health resources during COVID-19
  • Article
  • Full-text available

February 2024

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27 Reads

Child and Adolescent Psychiatry and Mental Health

Background Children and their families often face obstacles in accessing mental health (MH) services. The purpose of this study was to develop and pilot test an electronic matching process to match children with virtual MH resources and increase access to treatment for children and their families during COVID-19. Methods Within a large observational child cohort, a random sample of 292 families with children ages 6–12 years were invited to participate. Latent profile analysis indicated five MH profiles using parent-reported symptom scores from validated depression, anxiety, hyperactivity, and inattention measures: (1) Average Symptoms, (2) Low Symptoms, (3) High Symptoms, (4) Internalizing, and (5) Externalizing. Children were matched with virtual MH resources according to their profile; parents received surveys at Time 1 (matching process explanation), Time 2 (match delivery) and Time 3 (resource uptake). Data on demographics, parent MH history, and process interest were collected. Results 128/292 families (44%) completed surveys at Time 1, 80/128 families (63%) at Time 2, and a final 67/80 families (84%) at Time 3, yielding an overall uptake of 67/292 (23%). Families of European-descent and those with children assigned to the Low Symptoms profile were most likely to express interest in the process. No other factors were associated with continued interest or uptake of the electronic matching process. Most participating parents were satisfied with the process. Conclusions The electronic matching process delivered virtual MH resources to families in a time-efficient manner. Further research examining the effectiveness of electronically matched resources in improving children’s MH symptoms is needed.

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Pediatric Patients Hospitalized With Eating Disorders in Ontario, Canada, Over Time

December 2023

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31 Reads

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1 Citation

JAMA Network Open

Importance Understanding the evolving characteristics of pediatric patients hospitalized for eating disorders is important to ensure that services and treatments align with patient needs. Objective To examine temporal trends in the rates of hospitalizations for pediatric eating disorders by clinical and demographic characteristics in Ontario, Canada, over a 17-year period. Design, Setting, and Participants This population-based, repeated, cross-sectional study used linked health administrative and demographic databases in Ontario, Canada, to identify individuals aged 5 to 17 years hospitalized with eating disorder diagnoses from April 1, 2002, to March 31, 2020. Data analyses were performed from May 2021 to June 2023. Exposure Fiscal year (April 1-March 31) of eating disorder hospitalization. Main Outcomes and Measures Outcomes of interest were absolute and relative changes in pediatric eating disorder hospitalization rates overall and stratified by patient sex, age groups, and eating disorder diagnostic groups. Results Over the study period, there were 11 654 pediatric eating disorder hospitalizations, of which 5268 (45.2%) were for anorexia nervosa and 1374 (11.8%) were for bulimia nervosa. There were a total of 10 648 hospitalizations (91.4%) among female patients, and the median (IQR) age was 15.0 (14-0-16.0) years. Hospitalization rates increased 139% from 2002 to 2019, from 2.0 per 10 000 population to 4.8 per 10 000 population. The largest relative changes were observed among male patients (416%; from 0.2 per 10 000 population to 1.1 per 10 000 population), individuals aged 12 to 14 years (196%; from 2.2 per 10 000 population to 6.6 per 10 000 population), and individuals with eating disorders other than anorexia or bulimia nervosa (255%; from 0.6 per 10 000 population to 2.1 per 10 000 population). Male patients, younger adolescents, and individuals with other eating disorders also represented larger proportions of hospitalizations by fiscal 2019. Conclusions and Relevance In this cross-sectional study of eating disorder hospitalizations, pediatric hospitalizations increased over time, particularly among populations traditionally considered atypical. Existing eating disorder programs must adapt to accommodate changing patient presentations and increased volumes to ensure effective care delivery.


Timeline of study measures. RCADS-P revised child anxiety and depression scale, Parent version—depression
Sample (N = 1205) distributions for social connectedness, social support, and stress due to social isolation
The Distinction Between Social Connectedness and Support When Examining Depressive Symptoms Among Children and Adolescents During the COVID-19 Pandemic

November 2023

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53 Reads

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1 Citation

Child Psychiatry & Human Development

Childhood depression is associated with significant social and functional impairment, suicide risk, and persistence throughout adulthood. Recent evidence demonstrates that social connectedness and social support may serve as protective factors against the development of depression. The current study aimed to examine the effect of change in social connectedness and social support on depressive symptoms among children and adolescents during the COVID-19 pandemic. Hierarchical regression was performed. Results indicated that parent-reported measures of change in social connectedness were inversely associated with depressive symptom severity, and could significantly predict future depressive symptom severity. In contrast, parent-reported measures of social support (i.e., from family and friends) did not significantly predict future depressive symptom severity. The presence of a pre-COVID psychiatric and/or neurodevelopmental diagnosis and baseline depressive symptom severity were also important factors associated with future depressive symptom severity. The findings suggest that an awareness of the presence of social supports (i.e., family or friends) is not sufficient for children to feel connected, but rather the mechanisms of social relationships are crucial. As our approach to public health restrictions evolves, the risk transmission of COVID-19 should be carefully balanced with the risks associated with decreased connectedness among youth.


Timing of introduction to solid food, eczema and wheezing in later childhood: a longitudinal cohort study

October 2023

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109 Reads

BMC Pediatrics

Background The timing of introduction to solid food has been associated with eczema and wheezing in childhood. Our aim was to determine whether differences persist within the recommended 4 to 6 month age range. Methods A longitudinal cohort study with repeated measures was conducted among children from birth to 10 years of age who were participating in the TARGet Kids! practice based research network in Toronto, Canada. The primary exposure was the timing of introduction to infant cereal as the first solid food. The primary outcome was eczema and the secondary outcome was wheezing collected by parent report using the validated International Study of Asthma and Allergies in Childhood (ISAAC) questionnaire. Multinomial generalized estimating equations were used and effect modification by family history of asthma and breastfeeding duration were explored. Results Of the 7843 children included, the mean (standard deviation) age of introduction to infant cereal was 5.7 (1.9) months. There was evidence for family history of asthma and breastfeeding duration to be effect modifiers in the eczema ( P = 0.04) and wheezing ( P = 0.05) models. Introduction to infant cereal at 4 vs. 6 months of age was associated with higher odds of eczema (OR 1.62; 95% CI: 1.12, 2.35; P = 0.01) among children without a family history of asthma who were not breastfeeding when solid foods were introduced. Introduction to infant cereal at 4 vs. 6 months of age was associated with a higher odds of wheezing (OR 1.31; 95% CI: 1.13, 1.52; P < .001) among children without a family history of asthma who were breastfeeding when solid foods were introduced. There was little evidence of an association among the remaining strata for either outcome. Conclusion The findings of this study support recommendations to introduce solid food around 6 months of age.


Demographic Information
The Trajectory of Depression and Anxiety Among Children and Adolescents over Two Years of the COVID-19 Pandemic

October 2023

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162 Reads

Longitudinal research examining childrens mental health (MH) over the course of the COVID-19 pandemic is scarce. We examined trajectories of depression and anxiety over two pandemic years among children with and without MH disorders. Parents and children 2 to 18 years completed surveys at seven timepoints (April 2020 to June 2022). Parents completed validated measures of depression and anxiety for children 8to 18 years, and validated measures of emotional/behavioural symptoms for children 2 to 7 years old. Children 10 years and older completed validated measures of depression and anxiety. Latent growth curve analysis determined depression and anxiety trajectories, accounting for demographics, child and parent MH. Data were available on 1315 unique children (1259 parent-reports, 550 child-reports). Trajectories were stable across the study period, however individual variation in trajectories was statistically significant. Of included covariates, only initial symptom level predicted symptom trajectories. Among participants with pre-COVID data, a significant increase in depression symptoms relative to pre-pandemic levels was observed. Children and adolescents experienced elevated and sustained levels of depression and anxiety during the two-year period. Findings have direct policy implications in the prioritization and of maintenance of educational, recreational, and social activities with added MH supports in the face of future events.


Citations (56)


... Some authors had already reported a relevant increase in the prevalence of childhood AN in comparison with adult and adolescent AN before the COVID-19 restrictions [11][12][13] (for a review, see [13]). During the pandemic, the problem of a shift to a greater incidence of AN and utilization rate of health care in younger individuals became more evident. ...

Reference:

A never-ending story: The COVID-19 pandemic and the increase of hospital admissions for typical and atypical anorexia nervosa in children, adolescents and young adults in the post-pandemic era in Germany
Pediatric Patients Hospitalized With Eating Disorders in Ontario, Canada, Over Time

JAMA Network Open

... Some studies also report evidence for an additional 'positive construal' factor whereby positively worded reverse-scored items cross-load onto a positive construal factor [29,33]. These findings, alongside evidence that the externalising subscale is an accurate and reliable screener for attention-deficit/hyperactivity disorder (ADHD) and disruptive behaviour disorders in primary care settings [34], have driven interest in the SDQ's potential application in 1-year-olds. Pilot data suggests promising reliability and validity in this younger age group, particularly for externalising behaviours [35]. ...

Screening Accuracy of the Parent-Report Preschool Strengths and Difficulties Questionnaire in Primary Care

Academic Pediatrics

... The increasing usage of screen devices has created distance between children and their caregivers. 32 For that reason, it is therefore important that children follow screen-use recommendations of pediatric guidelines. 33 Experts recommend limiting screen time for children between the ages of 0 to 5, 34 due to the detrimental effects of screen time on their health and well-being. ...

Patterns of parent screen use, child screen time, and child socioemotional problems at 5 years
  • Citing Article
  • March 2023

Journal of Neuroendocrinology

... This finding is in line with previous research showing that individuals with previous psychiatric illnesses are more reactive to distress, especially during a disaster (35). Thus, we need to carefully consider the possibility that individuals with a history of mental health challenges may be even more susceptible to distressing life circumstances (36). In fact, we found that autistic adults with a depression history started with a higher level of depressive symptoms and remained persistently at elevated levels over the two-year study period. ...

CRISIS AFAR: an international collaborative study of the impact of the COVID-19 pandemic on mental health and service access in youth with autism and neurodevelopmental conditions

Molecular Autism

... As a result of the pandemic, schools implemented numerous public health safety measures and experienced concomitant reduction in social learning activities . These sudden changes to school have been associated with decreased motivation for learning (Zaccoletti et al., 2020), and subsequently posed a risk for later MH Tsujimoto et al., 2023). Supporting children's sense of belonging and positive perceptions about learning and their school environment may be important targets for school-based MH interventions, but investments that promote these school factors are not well understood. ...

Disruption to Education During COVID-19: School Nonacademic Factors Are Associated with Children's Mental Health
  • Citing Article
  • December 2022

Journal of Developmental & Behavioral Pediatrics

... The added effect of screen time to the above model was also tested. Given previous research illustrating the negative consequences of screen time, including virtual learning, on child and youth MH Madigan et al., 2022;Tsujimoto et al., 2022), similar effects were expected for school factors. Specifically, we hypothesized that children and youth with higher levels of screen time would demonstrate lower perceived competence at school and lower levels of academic aspirations. ...

School and learning contexts during the COVID-19 pandemic: Implications for child and youth mental health

Current Psychology

... 11 When children have at least 1 positive relationship at school, either with a peer or a teacher, they are more likely to be engaged while learning and feel more positively about their school environment. 14 Mounting evidence during the pandemic has illustrated the critical role of social connectedness for supporting MH, 15,16 but many barriers to socializing have persisted despite periods of reopenings. 8 Feeling connected to others is important for child development and well-being, 11 and schools are a space where many children form some of their first relationships. ...

1.30 The Distinction Between Social Connectedness and Support When Examining Depression Among Children and Youth During the COVID-19 Pandemic

Journal of the American Academy of Child & Adolescent Psychiatry

... Research findings suggest that students with good time management skills experience enhanced psychological well-being [46][47] . Additionally, utilization of various educational resources, such as tutoring services, specialized writing support, and participation in professional development workshops, significantly contributes to the academic advancement of international students 48 . ...

Participating in extracurricular activities and school sports during the COVID-19 pandemic: Associations with child and youth mental health

Frontiers in Sports and Active Living

... In addition, psychosocial health in children with ASD in this study revealed a lower score compared to the overall HRQoL score, the results of this study were supported by previous research by Katsiana et al. (2020). The COVID-19 pandemic causes children with ASD to experience mental health declines related to high-stress levels, loss of academic services, reduced access to health services, and stressors increase along with increasing difficulties in ASD individuals, especially in managing daily activities (Charalampopoulou et al., 2022;Colizzi et al., 2020). Families of children with ASD have lower family functioning, a high parenting burden, and a lower quality of life, especially for mothers (Pisula & Porębowicz-Dörsmann, 2017). ...

Mental health profiles of autistic children and youth during the COVID-19 pandemic

Paediatrics & Child Health

... These emergency measures to limit the spread of COVID-19 included closure of all nonessential businesses, child care centers, and recreational, community, and outdoor facilities (ie, parks, beaches), as well as suspension of in-person learning at schools and limitations in indoor and outdoor gatherings. 29 July 2022 was chosen as the start of the postrestrictions period because by this date, key COVID-19 pandemic restrictions in Ontario and Quebec, such as general masking requirements in schools and other public areas, were lifted. ...

Ontario COVID-19 and Kids Mental Health Study: a study protocol for the longitudinal prospective evaluation of the impact of emergency measures on child and adolescent mental health during the COVID-19 pandemic

BMJ Open