Christopher M. Perlman’s research while affiliated with University of Waterloo and other places

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Publications (82)


Psychopathology trajectory groups. The solid line at EBS = 41.5 represents the mean psychopathology score for youth with a mental disorder. The shading represents one standard deviation on either side of the mean (SD = 19.3)
Proportion of youth who screened positive for any MINI-KID disorder in each trajectory group
Trajectories of Psychopathology Among Youth with Physical Illness
  • Article
  • Publisher preview available

April 2025

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5 Reads

Child Psychiatry & Human Development

Megan Dol

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Dillon Browne

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Christopher M. Perlman

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Mark A. Ferro

The objectives of this study were to characterize 24-month trajectories of psychopathology, validate psychopathology groups, and identify youth, parent, family, and neighbourhood characteristics associated with each identified trajectory in a sample of youth with chronic physical illness (CPI). Data come from a longitudinal study of 263 youth aged 2–16 years diagnosed with CPI and their parents. Participants were recruited from outpatient clinics at a pediatric hospital in Canada and assessed at recruitment (baseline), 6, 12, and 24 months. Parents reported on youth psychopathology using the Emotional Behavioural Scales. Latent class growth analysis was used to identify trajectories of psychopathology. Baseline predictors of trajectory group membership were investigated using multinomial logistic regression. Three distinct psychopathology trajectories best fit the data; the model had a BIC of -3579.70 and average posterior probabilities of 0.97. The trajectories were classified as, low-stable (LS: n = 156, 58%), moderate-decreasing (MD: n = 85, 34%), and high-decreasing (HD: n = 21, 8%). Youth who were older [HD: OR = 1.33 (1.05, 1.69)], had higher disability scores [HD: OR = 1.31 (1.19, 1.45) and MD: OR = 1.14 (1.08, 1.21)], had parents with greater psychological distress scores [HD: OR = 1.11 (1.05, 1.18) and MD: OR = 1.04 (1.01, 1.07)], and came from households with higher incomes [HD: OR = 4.67 (1.06, 20.67)] were associated with higher psychopathology trajectories compared to LS. Parent-reported youth psychopathology was generally low over 24 months, though over one-third had symptoms that reflected borderline clinical psychopathology. Predictors for group membership could help identify at-risk youth with CPI early for psychopathology.

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Mental health service contact in children with and without physical-mental multimorbidity

Social Psychiatry and Psychiatric Epidemiology

Purpose To estimate six-month prevalence of child mental health service contacts and quantify associations between child health status and mental health service contacts, including number of types of contacts. Methods Data come from 6,242 children aged 4–17 years in the Ontario Child Health Study. A list of chronic conditions developed by Statistics Canada measured physical illness. The Emotional Behavioural Scales assessed mental illness. Child health status was categorized as healthy, physical illness only, mental illness only, and multimorbid (≥ 1 physical and ≥ 1 mental illness). Mental health service contact was aggregated to general medicine, urgent medicine, specialized mental health, school-based, alternative, and any contact (≥ 1 of the aforementioned contacts). Regression models quantified associations between health status and type of mental health contact, including number of types of contacts. Results Weighted prevalence estimates showed 261,739 (21.4%) children had mental health-related service contact, with school-based services being the most common contact amongst all children, regardless of health status. Children with multimorbidity had higher odds for every mental health contact than healthy controls (OR range: 4.00-6.70). A dose-response was observed, such that the number of contacts increased from physical illness only (OR = 1.49, CI: 1.10–1.99) to mental illness only (OR = 3.39, CI: 2.59–4.44) to multimorbidity (OR = 4.13, CI: 2.78–6.15). Conclusion Over one-fifth of children had mental health-related service contact and contacts were highest among children with multimorbidity. Types of mental health contacts for children with multimorbidity are diverse, with further research needed to elucidate the barriers and facilitators of mental health use.


Mediation paths with estimates from the single-group path models with parent psychological distress (A) and family functioning (B) as exposures as well as a model with both exposure variables modelled simultaneously (C). Adjusted for child age, child disability, parent age, parent education, and household income
Associations Between Family Factors and Mental Health Service Use Among Children with Physical Illness: the Mediating Role of Child Psychopathology Trajectories

Child Psychiatry & Human Development

This study investigated whether child psychopathology trajectories mediate the association between parent psychological distress/family functioning and mental health service use (MHSU) among children with a chronic physical illness (CPI). Data come from a longitudinal study of 263 children and youth aged 2–16 years diagnosed with a CPI and their parents assessed at baseline, six, 12, and 24 months. Parent psychological distress was measured by creating a composite score from the Centre for Epidemiological Studies Depression scale and Generalized Anxiety Disorder-7 scale, and family functioning was measured using the McMaster Family Assessment Device. Previous work identified three trajectories of psychopathology among children: low-stable, moderate-stable, and high-decreasing. Path analysis was used to estimate potential mediating effects. A significant indirect effect of parent psychological distress on healthcare professional contact through child psychopathology was found (β=\:\beta\:= 0.001(0.001), p = 0.021). The indirect effect of family functioning was not significant (β=\:\beta\:= − 0.001(0.001), p = 0.155). Addressing parent mental health may reduce child psychopathology and potentially decrease MHSU in children with CPI. Understanding these pathways is needed to develop family-centred interventions that support mental health in children with CPI and their parents.


Early Leaves from Inpatient Care Among Individuals with Traumatic Life Events in Ontario, Canada

February 2025

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10 Reads

Administration and Policy in Mental Health and Mental Health Services Research

Psychological trauma is a prevalent mental health concern, with most individuals experiencing at least one traumatic event in their lifetime. Early leaves from inpatient settings are a pertinent challenge among persons who have experienced trauma and may reflect unmet care needs. This study examined patterns of early leaves among persons with trauma from inpatient care in Ontario, Canada. All records for individuals who have experienced trauma with an index admission of over 72 h between January 1, 2015 and December 31, 2019 were included (N = 11,043). Logistic regression using generalized equation estimation was used to assess the association between demographic and clinical characteristics, substance use, social relationships, staff dynamics, and control interventions with the outcome of early leaves. In the final model, alcohol (OR: 1.83, 95% CI: 1.27–2.64), other substances (OR: 2.15, 95% CI: 1.34–3.46), and poly substance use (OR: 2.46, 95% CI: 1.82–3.31) all increased the odds of early leaves after considering possible facility effects, and after adjusting for other demographic and clinical factors. Being older, employed, and having mood disorders reduced odds of early leaves. Early leaves are important within treatment planning, particularly in relation to addressing complex traumas. While challenges related to substance use may be driving some of the early leaves, there may also be challenges to providing complex care within acute mental health settings. Further exploration of policies and practices to prevent early leaves are necessary, including the potential need for longer-term specialized treatment programs.


Predictive validity. ROC Curves for the prediction of patient discharge by CIIMHS (N=353). The lower curve is for CIMHS at T1 (AUC=.69; 95% CI = .64-.75) and the upper curve is for CIMHS at T2 (AUC=.87; 95% CI = .83-.90).
Descriptive statistics for the CIIMHS and component scores at T1 and T2 (N=719).
Validation of a composite outcome measure for inpatient psychiatry using scales from the interRAI-MH

February 2025

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36 Reads

Howard E. Barbaree

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Christopher Perlman

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[...]

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Background Inpatient psychiatry is a critical service in a community-based care system for persons with serious mental illness (SMI). Currently, there are few generally accepted or widely used outcomes to assess the effectiveness of inpatient treatment. Method Following a Donabedian Model of Health Care Quality, we utilized eight scales from the RAI Mental Health assessment to derive a clinician-scored outcome measure consisting of 4 domains (Psychosis, Depression, Impairment, and Aggression). We combined subscales measuring these domains into a Composite Measure. We used this measure to assess the entire population (N=719) of our large specialized mental health hospital at the beginning (T1) and end (T2) of three months in the hospital (or admission to discharge in shorter stays). We evaluated the content validity of the measure by comparing items and scales with a list of putative contributors to hospital admission (symptoms and complications). To evaluate concurrent validity, we compared mean scores among hospital units with varying lengths of stay and clinical complexity (acute versus chronic versus complex chronic). We used ROC analysis to evaluate the CIIMHS’s ability to predict discharge from the hospital. To evaluate construct validity, we examined the measure’s responsiveness to changes among patients after treatment in the hospital. Results We found strong evidence for all four kinds of validity. Conclusions The composite measure represents a valid measure of inpatient mental health status and will serve as a valuable measure of the quality of care for inpatient psychiatry.


Australian psychologists' attitudes towards psychedelic-assisted therapy and training following a world-first drug down-scheduling

November 2024

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27 Reads

Drug and Alcohol Review

Introduction This study explores the attitudes of psychologists towards psychedelics and psychedelic‐assisted therapy (PAT) following the world‐first regulatory changes in 2023 in Australia which permitted psilocybin and 3,4‐methylenedioxy‐methamphetamine (MDMA) to be used in clinical services. Methods A purposive sample of 20 Australian psychologists was recruited using snowball sampling. Semi‐structured interviews were conducted which explored participants' attitudes, knowledge and concerns about PAT. Data were coded and analysed to identify and develop theme categories. Results Most psychologists exhibited positive attitudes towards psychedelics and their therapeutic potential, viewing them as promising for addressing chronic mental health conditions like depression. However, there was a notable concern regarding the limited evidence on efficacy and potential adverse experiences, as well as the complexity of the individualised treatment protocol. Despite enthusiasm, many psychologists had limited detailed knowledge about the interventions themselves. The need for comprehensive education and training programs, including exposure to psychedelic experiences and credible higher education institutions, was emphasised to ensure competence in administering PAT. Discussion and Conclusions Psychologists displayed notably positive attitudes towards PAT, likely reflecting both shifting perceptions of psychedelics and self‐selection bias within the sample. Despite this optimism, concerns were raised about psychiatric risks and the necessity for comprehensive and reputable training and supervision. The cohort showed openness to both novel treatments and innovative training methods, underscoring the importance of enhancing educational frameworks to ensure effective implementation of PAT.




An Epidemiological Study of Physical-Mental Multimorbidity in Youth: Une étude épidémiologique de la morbidité physique-mentale chez les jeunes

August 2024

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4 Reads

Canadian journal of psychiatry. Revue canadienne de psychiatrie

Objective This epidemiological study estimated the lifetime prevalence of chronic physical illness (i.e., an illness that lasted or was expected to last ≥6 months) and 6-month prevalence of mental disorder and multimorbidity (i.e., ≥1 physical illness and ≥1 mental disorder) in youth. Associations between physical illness and mental disorder were quantified, including the number of illnesses. Secondary objectives examined factors associated with mental disorder, after controlling for physical illness. Methods Data come from 10,303 youth aged 4–17 years in the 2014 Ontario Child Health Study (OCHS). Physical illness was measured using a list of chronic conditions developed by Statistics Canada. Mental disorders were measured using the OCHS Emotional Behavioural Scales. The Health Utility Index Mark III assessed overall functional health. Results Weighted prevalence estimates showed 550,090 (27.8%) youth had physical illness, 291,986 (14.8%) had mental disorder, and 108,435 (5.4%) had multimorbidity. Physical illness was not associated with mental disorder. However, youth with 2 physical illnesses, as compared to no physical illnesses, had increased odds of having any mental (OR = 1.75 [1.08, 2.85]), mood (OR = 2.50 [1.39, 4.48]) and anxiety disorders (OR = 2.40 [1.33, 4.31]). Mean functional health scores demonstrated a dose–response association across health status categories, with the highest scores among healthy youth and the lowest scores among multimorbid youth (all p < .05). Conclusion Chronic physical illness and mental disorders are prevalent in youth. Youths with 2 physical illnesses have a higher likelihood of mental disorders. Higher functional health scores protected against all mental disorders. Mental health interventions for youth should promote strong overall functional health.


Parallel analysis eigenvalues and scree plots for 43 health care trust survey questions
Development and validation of the Trust in Multidimensional Healthcare Systems Scale (TIMHSS)

May 2024

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129 Reads

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3 Citations

International Journal for Equity in Health

Context The COVID-19 pandemic has reignited a commitment from the health policy and health services research communities to rebuilding trust in healthcare and created a renewed appetite for measures of trust for system monitoring and evaluation. The aim of the present paper was to develop a multidimensional measure of trust in healthcare that: (1) Is responsive to the conceptual and methodological limitations of existing measures; (2) Can be used to identify systemic explanations for lower levels of trust in equity-deserving populations; (3) Can be used to design and evaluate interventions aiming to (re)build trust. Methods We conducted a 2021 review of existing measures of trust in healthcare, 72 qualitative interviews (Aug-Dec 2021; oversampling for equity-deserving populations), an expert review consensus process (Oct 2021), and factor analyses and validation testing based on two waves of survey data (Nov 2021, n = 694; Jan-Feb 2022, n = 740 respectively). Findings We present the Trust in Multidimensional Healthcare Systems Scale (TIMHSS); a 38-item correlated three-factor measure of trust in doctors, policies, and the system. Measurement of invariance tests suggest that the TIMHSS can also be reliably administered to diverse populations. Conclusions This global measure of trust in healthcare can be used to measure trust over time at a population level, or used within specific subpopulations, to inform interventions to (re)build trust. It can also be used within a clinical setting to provide a stronger evidence base for associations between trust and therapeutic outcomes.


Citations (57)


... Kepercayaan dalam bidang industri dan organisasi lebih ditekankan pada hubungan antara karyawan dengan karyawan, karyawan dengan manajer, manajer dengan manajemen, dan karyawan dengan manajemen. Kepercayaan merupakan konsep multi dimensi yang dimulai dari multi-level dimana kepercayaan adalah hasil dari interaksi yang dilakukan antara rekan kerja, tim, organisasi, bahkan antar organisasi (Meyer et al, 2024). Berakar kultural yang mana kepercayaan terkait erat dengan norma, nilai, dan budaya dalam organisasi. ...

Reference:

Peranan Workplace Trust dan Psychological Capital Terhadap Workplace Well Being Pada Karyawan Perusahaan X
Development and validation of the Trust in Multidimensional Healthcare Systems Scale (TIMHSS)

International Journal for Equity in Health

... Indicators of traumatic life events are included as part of the Traumatic Life Events Clinical Assessment Protocol (Trauma CAP) embedded in the RAI-MH (Fearon et al., 2024;Hirdes et al., 2011;Mathias et al., 2010). Each life event, found in Table 1, is coded based on a person's most recent experience, from the 7 days prior to admission to more than a year prior to admission. ...

Classification of traumatic life events and substance use among persons admitted to inpatient psychiatry in Ontario, Canada
  • Citing Article
  • February 2024

Journal of Psychiatric Research

... Rumah sakit yang mampu mengoptimalkan efisiensi administrasi dan digitalisasi akan lebih berpeluang mendapatkan akreditasi dengan predikat lebih tinggi. Dalam hal ini, tidak hanya meningkatkan citra rumah sakit, tetapi juga kepercayaan pasien terhadap layanan yang diberikan (Meng, McAiney, McKillop, Perlman, Tsao, & Chen, 2024;Rosmawati, 2024). ...

Factors that Influence Patient Satisfaction with Service Quality of Home-based Teleconsultation in Ontario Stroke Prevention Clinics in COVID-19: A Cross-Sectional Survey Study (Preprint)

JMIR Cardio

... Based on these factors, we investigated whether cannabis legalization may lead to changes in cannabis-related ED utilization among patients diagnosed with schizophrenia in Ontario. In addition, we further investigated whether cannabis legalization was followed by an increase in psychosisrelated ED visits [11], given that cannabis-related psychosis may be difficult to differentiate from non-cannabis-related psychosis in the ED setting. Finally, we investigated whether cannabis legalization had a generalized effect on mental health for individuals with schizophrenia, which helps to identify possible patterns even in the face of misclassifications in the ED. ...

The effect of non-medical cannabis retailer proximity on use of mental health services for psychotic disorders in Ontario, Canada

... The EFA uses the determinant (D) of correlation matrices, measures of sampling adequacy (MSA) correlations, Kaiser-Meier-Olkin (KMO) statistics, and Bartlett's test of sphericity to assess observation adequacy. In order to talk about sampling adequacy, values must be , , and and the null hypothesis in Bartlett's test (H 0 = correlation matrix is identical to unit matrix) must be rejected (p < 0.05; Bektaş, 2017;Burns et al., 2023;Ekşi et al., 2021). Due to the items from the scales other than the PB scale being continuous variables and the observations of the items meeting the normality condition (Borsboom et al., 2003), factor estimation was performed using the principal component analysis (PCA) method. ...

Development and validation of the Trust in Government measure (TGM)

BMC Public Health

... More substantive analyses of the data from qualitative interviews regarding differences in trust between equity-deserving groups are presented elsewhere (e.g [23,[82][83][84]). However, the present analysis demonstrates that members of equity-deserving populations have the lowest levels of trust in cases where trust varied between demographic groups. ...

Examining factors impacting acceptance of COVID-19 countermeasures among structurally marginalised Canadians

... Outside of acute intoxication, daily cannabinoid use has been linked to a 3.2-fold (95% CI = 2.2, 4.1) increased risk of psychosis while high-potency cannabinoid products show an odds ratio of 4.8 (95% CI = 2.5, 6.3) [30][31][32][33]. Cannabis consumption has been independently linked to an increased risk for the development of primary psychotic disorders, with a higher conversion rate to schizophrenia than for individuals using any other substance and a 163-fold increased risk relative to the general population [34]. Antipsychotics, such as haloperidol, olanzapine, and quetiapine, are commonly used when managing the behavioral sequalae of delirium, particularly when agitation, hallucinations, and/or delusions dominate the clinical picture [35,36]. ...

Transition to Schizophrenia Spectrum Disorder Following Emergency Department Visits Due to Substance Use With and Without Psychosis
  • Citing Article
  • September 2023

JAMA Psychiatry

... 7- 13 We also briefly summarised primary studies of robust design that have been published since the most recent reviews. [14][15][16][17][18][19] A summary of selected reviews (12 reviews of moderate 8,11,[20][21][22][23][24][25][26][27] to high quality 28,29 ) is presented in the panel. ...

Association between non-medical cannabis legalization and emergency department visits for cannabis-induced psychosis

Molecular Psychiatry

... Unfortunately, studies have repeatedly shown that the existing instruments have weaknesses. Goudge and Gilson [23] called for advancements in the quantification of trust; Ozawa and Sripad [24] showed in their review of 45 trust measures in health systems that half of the measures used qualitative methods in the design process, and only 33% were pilot tested; Aboueid et al [25] found in a meta-analysis of 26 publications on trust in health professionals and health systems, 10 studies did not mention the dimensions explored and of those that did, some did not define them. Taylor and colleagues [1] call for conceptual clarity and methodological creativity after reviewing 50 years of trust research. ...

How do you measure trust in social institutions and health professionals? A systematic review of the literature (2012–2021)

Sociology Compass

... Furthermore, parents may find it very challenging to adapt to the difficult situations that their child faces during cancer progression and its associated therapies. Previous studies have provided evidence that enhancing family resources through a nursing intervention can help improve a family's QOL [6,7]. Effective family management was also positively correlated to various aspects of a family's QOL and well-being, including emotional and physical health, and overall life satisfaction [8][9][10]. ...

Family Functioning and Health-Related Quality of Life in Parents of Children with Mental Illness