569 results on '"Kurdyak P"'
Search Results
2. Demographic and temporal trends in mental health and substance use services provided by primary care physicians in British Columbia, Canada
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Margaret Jamieson, Myriam Juda, M. Ruth Lavergne, Paul Kurdyak, Audrey Laporte, and David Rudoler
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Practice patterns ,Physicians’ ,Mental health ,Substance-related disorders ,Canada ,British Columbia ,Medicine (General) ,R5-920 - Abstract
Abstract Background As the demand for mental health and substance use (MHSU) services increases, there will be an even greater need for health human resources to deliver this care. This study investigates how family physicians’ (FP) contact volume, and more specifically, MHSU contact volume, is shaped by demographic trends among FPs in British Columbia, Canada. Methods We used annual physician-level administrative billing data and demographic information on FPs in British Columbia between 1996 and 2017. This study analyzes trends in primary care service provision among graduating cohorts of FPs, FPs of different ages (as measured by years since graduation), and FPs practicing during different time periods. Additionally, analyses are stratified by FP sex to account for potential differences in labour supply patterns between male and female FPs. Results Our results show that while FPs’ overall contacts with patients decreased between 1996 and 2017, their annual number of MHSU contacts increased, which was largely driven by an increase in substance use visits. Demographically, the proportion of female FPs in the labour force rose over time. Observed trends were similar, though not identical in male and female FPs, as males tended to have higher overall contact volume (both total contacts and MHSU), but also steeper declines in contact volume in later careers. The number of contacts (both total and MHSU) changed across career stage - rising steadily from start to mid-career, peaking at 20–30 years in practice, and decreasing steadily thereafter. This was evident for all cohorts and consistent over the 21-year study period but flattened in amplitude over time. Our findings also point to potential cohort effects on labour supply. The inverse U-shaped career trend extended to MHSU contacts, but its peak seems to have shifted to a later career stage (peaking at 30–40 years of practice) over time. Conclusions Our study shows changing dynamics in MHSU service delivery among FPs over time, across the life span and between FP sexes that are likely to influence access to care beyond simply the number of FPs. Given the healthcare needs of the population, these findings point to potential future changes in provision of MHSU services.
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- 2024
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3. Demographic and temporal trends in mental health and substance use services provided by primary care physicians in British Columbia, Canada
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Jamieson, Margaret, Juda, Myriam, Lavergne, M. Ruth, Kurdyak, Paul, Laporte, Audrey, and Rudoler, David
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- 2024
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4. A randomized sham-controlled trial of high-dosage accelerated intermittent theta burst rTMS in major depression: study protocol
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Goodman, Michelle S., Vila-Rodriguez, Fidel, Barwick, Melanie, Burke, Matthew J., Downar, Jonathan, Hunter, Jonathan, Kaster, Tyler S., Knyahnytska, Yuliya, Kurdyak, Paul, Maunder, Robert, Thorpe, Kevin, Trevizol, Alisson P., Voineskos, Daphne, Zhang, Wei, and Blumberger, Daniel M.
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- 2024
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5. Prevalence of a dual diagnosis of mental illness and substance use disorder in Ontario, Canada: a retrospective cohort study using linked administrative data
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Jesse Young, Bryan Tanner, Matthew Crocker, Isobel Sharpe, Hong Lu, and Paul Kurdyak
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Demography. Population. Vital events ,HB848-3697 - Abstract
Objective Population-based prevalence estimates of co-occurring mental illness and substance use disorder (herein dual diagnosis) are scarce and derived from a single source (e.g., survey data) which may lead to underestimation of prevalence. We linked administrative data to a representative mental health survey in Ontario, Canada to estimate dual diagnosis prevalence using a data triangulation method. Approach We retrospectively linked the 2002 and 2012 Canadian Community Health Survey on Mental Health (CCHS-MH) to emergency department, inpatient hospital, and outpatient physician records in Ontario, Canada. Mental illness and substance use disorder were ascertained though self-report, Composite International Diagnostic Interview screening, and linked administrative health records. We estimated 1-year, 5-year, and lifetime prevalence of dual diagnosis. Results Of the CCHS-MH survey participants, 14,790 (99.8%) were included in the study. The 1-year, 5-year, and lifetime prevalence of dual diagnosis was 2.3%, 4.8%, and 9.8%, respectively, which attenuated to 2.1%, 4.1%, and 8.4%, respectively, when tobacco use disorder was removed from substance use disorder ascertainment. Conclusion Dual diagnosis is more common in the general population than previously estimated. Considering barriers to accessing care for both mental illness and substance use disorders among people with dual diagnosis annually, our 5-year prevalence estimate is likely most informative for health system planning. Implications In the context of increased health burden, barriers to care access, and challenges to effective treatment associated with dual diagnosis, our findings present a case for increased investment in integrated models of mental healthcare and addiction medicine.
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- 2024
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6. The Impact of COVID-19 on Mental Health Outcomes among Recipients of Ontario Social Assistance Benefits
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Michael Campitelli, Eliane Kim, Lesley Plumptre, Astrid Guttmann, and Paul Kurdyak
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Demography. Population. Vital events ,HB848-3697 - Abstract
Objectives/Approach We linked the Ontario Social Assistance (OSA) Benefit Unit file from the Ministry of Children, Community and Social Services to provincial health administrative datasets housed at ICES to examine the impact of COVID-19 on Mental Health and Addictions (MHA) service use among OSA recipients. Those receiving OSA benefits for February 2020 were matched to Ontario residents not receiving benefits based on age (±1 year), sex, income, expected resource utilization, and area of residence (N=771,891 matched pairs). We computed rates of MHA-related emergency department (ED) visits and hospitalizations in the 16-month period before (November 2018-February 2020) and after (March 2020-June 2021) pandemic onset. Results MHA-related ED visit rates were much greater among OSA recipients (8.82 per 1,000 person-months) compared with matched controls (1.83 per 1,000 person-months) in the post-COVID period (Relative Rate [RR]=4.82; 95% Confidence Interval [95%CI] 4.75-4.89). Comparatively, MHA-related ED visit rates were also greater among OSA recipients (9.85 per 1,000 person-months) compared with controls (2.38 per 1,000 person-months) during the pre-COVID period (RR=4.13; 95%CI 4.08-4.18). The pre-COVID and post-COVID period RRs comparing OSA recipients and matched controls were significantly different (p
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- 2024
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7. Outcomes in clinical subgroups of patients with alcohol-related hospitalizations: a population-based retrospective cohort study
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Erik Friesen, Andrea Mataruga, Nathan Nickel, Paul Kurdyak, and James Bolton
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Demography. Population. Vital events ,HB848-3697 - Abstract
Objective Individuals who experience alcohol-related hospitalizations are at a high risk of recurrent harm and premature mortality. This project characterized the clinical subgroups of individuals who experience alcohol-related hospitalizations to understand who is at the highest risk of recurrent harm following discharge. Approach Population-based retrospective cohort study of individuals with an alcohol-related hospitalization between 2017-2018 in two Canadian provinces (Ontario and Manitoba) using linked provincial health administrative databases. Clinical subgroups were identified with latent class analysis based on the type and frequency of alcohol-related health service use in the two-years preceding the index hospitalization. Associations between subgroup membership, readmission, and mortality in the year following discharge were evaluated using multivariable time-to-event regression. Results In cohorts of 4,753 (Manitoba) and 29,290 (Ontario) individuals, seven subgroups were identified. These followed a severity gradient from low-frequency service use for acute intoxication to high-frequency service use for alcoholic liver disease. Individuals in the ‘liver disease’ subgroup had the highest risk of 1-year mortality relative to the rest of the cohort (adjusted hazard ratio [aHR]: 3.83, 95% confidence interval (CI): 2.80-5.24). A small subgroup of individuals with a history of high-frequency alcohol-related health service had the highest hazard of readmission (aHR: 5.09, 95% CI: 4.11-6.31). Conclusions and Implications There are distinct clinical subgroups of individuals who experience alcohol related hospitalizations and individuals with high-frequency health service use and alcohol-related liver disease are at the highest risk of readmission and mortality. These subgroups merit consideration in strategies aimed at reducing the risk of post-discharge harm.
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- 2024
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8. New and Pre-existing Eating Disorders Among Adolescents and Young Adults During the COVID-19 Pandemic: A Population-Based Cohort Study
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Amreen Babujee, Hong Lu, Therese Stukel, Natasha Saunders, Astrid Guttmann, Paul Kurdyak, Simone Vigod, Longdi Fu, and Alene Toulany
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Demography. Population. Vital events ,HB848-3697 - Abstract
Objectives Our understanding of the contribution of new presentations versus pre-existing eating disorders during the COVID-19 pandemic is limited. This study aims to evaluate rates of emergency department (ED) visits and hospitalizations for eating disorders among adolescents and young adults (YA) new to care and those with pre-existing eating disorders during the pandemic. Approach We conducted a population-based cross-sectional study using linked health administrative data for Ontario residents aged 10-26 during the pre-pandemic (Jan. 1, 2017-Feb. 29, 2020) and pandemic periods (Mar. 1, 2020-Jun. 30, 2022). We used Poisson generalized estimating equations models to predict expected overall and monthly rates of eating disorder-related ED visits and hospitalizations among those with a new and pre-existing eating disorder. Results Compared with expected rates, ED visits increased during the pandemic among only adolescents with new eating disorders (adolescent RR 2.12, 95% CI [1.84,2.45]). Additionally, both adolescents and YA with pre-existing eating disorders experienced an increase in ED visits (RR 2.78, 95% CI [2.28, 3.38] and RR 1.52, 95% CI [1.25, 1.85], respectively). Similarly, hospitalizations for new presentations increased solely for adolescents (RR 1.48, 95% CI [1.34,1.64]), while hospitalizations for pre-existing eating disorders increased for both adolescents (RR 1.82, 95% CI [1.43,2.32]) and YA (RR 1.12, 95% CI [1.01,1.23]). Conclusions There was an increase in acute care visits for eating disorders during the pandemic, especially among adolescents and YA with pre-existing conditions. This differentiation is important in advancing our understanding of the pandemic's effects on adolescents and YA and the healthcare system receiving them.
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- 2024
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9. Linking Community-based Substance Use Disorder Treatment to Health Administrative Data: understanding vulnerable populations.
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Paul Kurdyak, Matthew Crocker, Anjie Huang, and Natasha Saunders
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Demography. Population. Vital events ,HB848-3697 - Abstract
Introduction Most substance use disorder (SUD) treatment occurs in community settings. Community-based SUD treatment information is rarely captured or utilized. The objective of this study was to examine the efficiency of a data linkage of community-based SUD treatment to health administrative data holdings in Ontario, Canada, and to describe sociodemographic and clinical characteristics of individuals accessing SUD services. Methods Data from community-based SUD service providers (>180) from April 2015 to March 2022 were linked to administrative data holdings at ICES. Linkage rates were evaluated. Sociodemographic (age, sex, neighbourhood-level income) and clinical (substance use, physician visits, Emergency Department (ED) visits and hospitalizations) characteristics were evaluated. Results The linkage rate of DATIS ICES data holdings was >92% for all years (2015-2022). Of the 234,501 individuals admitted to a DATIS program, 36.1% were female, 46.2% were 25-44 years old, and 51.6% resided in the two lowest neighbourhood income quintiles. Alcohol (33.4%) was the most common substance identified. For outpatient care occurring within 1 year prior to admission, around 56.0% and 23.3% had Mental Health and Addictions (MHA) related primary care and psychiatrist visits, respectively. For acute health services, 29.8% and 14.2% had a MHA- related ED visit or hospitalization, respectively. Discussion SUD treatment data from community settings can be successfully linked to other health administrative data. Individuals with SUD have a high rate of acute health care use, and a relatively low access to psychiatrists. SUD treatment data linkage should be used to understand how to optimize access to care for vulnerable individuals.
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- 2024
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10. Long-term trends in co-occurring medical and psychiatric hospitalizations among children and adolescents in Ontario, Canada.
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Natasha Saunders, Astrid Guttmann, Maria Chiu, Sima Gandhi, Simone Vigod, Paul Kurdyak, Kinwah Fung, Isobel Sharpe, Scott Emerson, and Alene Toulany
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Demography. Population. Vital events ,HB848-3697 - Abstract
Background Psychiatric conditions are common amongst hospitalized children. Co-occurring psychiatric conditions for medical hospitalizations contribute to length of stay, costs, and readmissions. We sought to measure trends over 20 years in pediatric hospitalizations for co-occurring medical and psychiatric conditions and compare with those without psychiatric comorbidity, overall and in free-standing children’s hospitals. Methods We identified all 3- to 17-year-olds hospitalized in Ontario, Canada between April 1, 2003 and March 31, 2022. Using health record discharge diagnoses, hospitalizations were assigned to 1 of 4 groups: 1) medical-diagnosis-only, 2) psychiatric-diagnosis-only, 3) primary medical diagnosis with psychiatric comorbidity, and 4) primary psychiatric diagnosis with medical comorbidity. Hospitalization trends for 1) all hospitals, and 2) free-standing children’s hospitals were described and compared. Results From 2003 to 2022, medical-diagnosis-only hospitalizations declined 39% (41,909 to 25,486 hospitalizations), psychiatric-diagnosis-only hospitalizations increased 96% (3227 to 6337), medical hospitalizations with psychiatric comorbidity increased 127% (977 to 2221) and psychiatric hospitalizations with medical comorbidity increased 100% (2051 to 4096). Among pediatric hospitals, medical-diagnosis-only hospitalizations increased 23% (12,430 to 15,318), psychiatric-diagnosis-only hospitalizations increased 420% (271 to 1408), psychiatric hospitalizations with medical comorbidity increased 172% (539 to 1468) and medical hospitalizations with psychiatric comorbidity increased 235% (478 to 1599). Conclusions Hospitals have experienced large absolute and relative increases in volumes for psychiatric conditions both with and without co-occurring medical conditions, particularly among free-standing children’s hospitals. Healthcare provider training, hospital resourcing, and health system planning must consider how best to accommodate the increasing acute psychiatric care needs of hospitalized children and adolescents.
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- 2024
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11. Leveraging Linked Ontario’s Health-administrative Data to Evaluate Internet-delivered Cognitive Behavioural Therapy (iCBT) in routine care
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Evgenia (Jenny) Gatov, David Wiljer, Gillian Strudwick, Onil Bhattacharyya, and Paul Kurdyak
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Demography. Population. Vital events ,HB848-3697 - Abstract
Objective Virtual interventions show promise for meeting growing mental health (MH) service demands. In 2020, Ontario launched Internet-delivered Cognitive Behavioural Therapy (iCBT), an evidence-based, self-led, asynchronous intervention for anxiety and depression. While its efficacy has been demonstrated in randomized controlled trials, we examine its real-world reach and treatment completion in routine care. Approach Linking iCBT records with health-administrative databases, we examined the characteristics (clinical, sociodemographic, health service use) of individuals receiving iCBT (via a pilot program), compared to fully-synchronous CBT (standard of care), ascertained who is more likely to receive either modality, and determined factors associated with treatment completion using Logistic regressions adjusted for sociodemographics, baseline depression (PHQ-9) and anxiety (GAD-7), and outpatient and acute MH-related service use one year prior to enrollment. Results Among N=167 individuals receiving iCBT at the Centre for Addiction and Mental Health (Jan 2020-Aug 2021) and N=300 controls receiving fully-synchronous CBT via Ontario’s Structured Psychotherapy Program, we found that older individuals, those with lower baseline anxiety, and those with greater prior MH service use were more likely to receive iCBT. Intervention modality was the only significant predictor for treatment completion, with 51% lesser odds among iCBT clients (ORadjusted=0.49, 95%CI 0.31-0.76). Conclusions While certain demographic characteristics differentiate iCBT recipients from those receiving standard CBT, treatment adherence is lower in self-led, asynchronous therapy. Implications This study examines iCBT in routine care and informs its wider implementation so it can reach the target population, ease access burdens, and improve MH service delivery. Future work will examine treatment effectiveness.
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- 2024
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12. Secondary Stroke Prevention in People With Schizophrenia
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Moira K. Kapral, Joan Porter, Paul Kurdyak, Amy Y. X. Yu, Emilie Matheson, Jiming Fang, Leanne K. Casaubon, Eshita Kapoor, and Kathleen A. Sheehan
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schizophrenia ,secondary prevention ,stroke ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background People with schizophrenia are less likely than those without to be treated for cardiovascular disease. We aimed to evaluate the association between schizophrenia and secondary preventive care after ischemic stroke. Methods and Results In this retrospective cohort study, we used linked population‐based administrative data to identify adults who survived 1 year after ischemic stroke hospitalization in Ontario, Canada between 2004 and 2017. Outcomes were screening, treatment, and control of risk factors, and receipt of outpatient physician services. We used modified Poisson regression to model the relative risk of each outcome among people with and without schizophrenia, adjusting for age and other factors. Among 81 163 people with ischemic stroke, 844 (1.04%) had schizophrenia. Schizophrenia was associated with lower rates of screening for hyperlipidemia (60.5% versus 66.0%, adjusted relative risk [aRR] 0.88 [95% CI, 0.84–0.93]) and diabetes (69.4% versus 73.9%, aRR 0.93 [95% CI, 0.89–0.97]), prescription of antihypertensive medications (91.2% versus 94.7%, aRR 0.96 [95% CI, 0.93–0.99]), achievement of target lipid levels (low‐density lipoprotein
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- 2024
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13. A randomized sham-controlled trial of high-dosage accelerated intermittent theta burst rTMS in major depression: study protocol
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Michelle S. Goodman, Fidel Vila-Rodriguez, Melanie Barwick, Matthew J. Burke, Jonathan Downar, Jonathan Hunter, Tyler S. Kaster, Yuliya Knyahnytska, Paul Kurdyak, Robert Maunder, Kevin Thorpe, Alisson P. Trevizol, Daphne Voineskos, Wei Zhang, and Daniel M. Blumberger
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Repetitive transcranial magnetic stimulation (rTMS) ,Accelerated intermittent theta burst stimulation (aiTBS) ,Treatment-resistant depression (TRD) ,Psychiatry ,RC435-571 - Abstract
Abstract Background Intermittent theta burst stimulation (iTBS), a novel form of repetitive transcranial magnetic stimulation (rTMS), can be administered in 1/10th of the time of standard rTMS (~ 3 min vs. 37.5 min) yet achieves similar outcomes in depression. The brief nature of the iTBS protocol allows for the administration of multiple iTBS sessions per day, thus reducing the overall course length to days rather than weeks. This study aims to compare the efficacy and tolerability of active versus sham iTBS using an accelerated regimen in patients with treatment-resistant depression (TRD). As a secondary objective, we aim to assess the safety, tolerability, and treatment response to open-label low-frequency right-sided (1 Hz) stimulation using an accelerated regimen in those who do not respond to the initial week of treatment. Methods Over three years, approximately 230 outpatients at the Centre for Addiction and Mental Health and University of British Columbia Hospital, meeting diagnostic criteria for unipolar MDD, will be recruited and randomized to a triple blind sham-controlled trial. Patients will receive five consecutive days of active or sham iTBS, administered eight times daily at 1-hour intervals, with each session delivering 600 pulses of iTBS. Those who have not achieved response by the week four follow-up visit will be offered a second course of treatment, regardless of whether they initially received active or sham stimulation. Discussion Broader implementation of conventional iTBS is limited by the logistical demands of the current standard course consisting of 4–6 weeks of daily treatment. If our proposed accelerated iTBS protocol enables patients to achieve remission more rapidly, this would offer major benefits in terms of cost and capacity as well as the time required to achieve clinical response. Trial registration ClinicalTrials.gov Identifier: NCT04255784.
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- 2024
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14. Protocol for an economic evaluation of scalable strategies to improve mental health among perinatal women: non-specialist care delivered via telemedicine vs. specialist care delivered in-person
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Daisy R. Singla, Claire de Oliveira, Sean M. Murphy, Vikram Patel, Jaime Charlebois, Wendy N. Davis, Cindy-Lee Dennis, J. Jo Kim, Paul Kurdyak, Andrea Lawson, Samantha Meltzer-Brody, Benoit H. Mulsant, Nour Schoueri-Mychasiw, Richard K. Silver, Dana Tschritter, Simone N. Vigod, and Sarah Byford
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Economic evaluation ,Protocol ,Perinatal mental health ,Randomized controlled trial ,Psychiatry ,RC435-571 - Abstract
Abstract Background Perinatal depression affects an estimated 1 in 5 women in North America during the perinatal period, with annualized lifetime costs estimated at $20.6 billion CAD in Canada and over $45.9 billion USD in the US. Access to psychological treatments remains limited for most perinatal women suffering from depression and anxiety. Some barriers to effective care can be addressed through task-sharing to non-specialist providers and through telemedicine platforms. The cost-effectiveness of these strategies compared to traditional specialist and in-person models remains unknown. This protocol describes an economic evaluation of non-specialist providers and telemedicine, in comparison to specialist providers and in-person sessions within the ongoing Scaling Up Maternal Mental healthcare by Increasing access to Treatment (SUMMIT) trial. Methods The economic evaluation will be undertaken alongside the SUMMIT trial. SUMMIT is a pragmatic, randomized, non-inferiority trial across five North American study sites (N = 1,226) of the comparable effectiveness of two types of providers (specialist vs. non-specialist) and delivery modes (telemedicine vs. in-person) of a behavioural activation treatment for perinatal depressive and anxiety symptoms. The primary economic evaluation will be a cost-utility analysis. The outcome will be the incremental cost-effectiveness ratio, which will be expressed as the additional cost required to achieve an additional quality-adjusted life-year, as assessed by the EuroQol 5-Dimension 5-Level instrument. A secondary cost-effectiveness analysis will use participants’ depressive symptom scores. A micro-costing analysis will be conducted to estimate the resources/costs required to implement and sustain the interventions; healthcare resource utilization will be captured via self-report. Data will be pooled and analysed using uniform price and utility weights to determine cost-utility across all trial sites. Secondary country-specific cost-utility and cost-effectiveness analyses will also be completed. Sensitivity analyses will be conducted, and cost-effectiveness acceptability-curves will be generated, in all instances. Discussion Results of this study are expected to inform key decisions related to dissemination and scale up of evidence-based psychological interventions in Canada, the US, and possibly worldwide. There is potential impact on real-world practice by informing decision makers of the long-term savings to the larger healthcare setting in services to support perinatal women with common mental health conditions.
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- 2023
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15. Protocol for an economic evaluation of scalable strategies to improve mental health among perinatal women: non-specialist care delivered via telemedicine vs. specialist care delivered in-person
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Singla, Daisy R., de Oliveira, Claire, Murphy, Sean M., Patel, Vikram, Charlebois, Jaime, Davis, Wendy N., Dennis, Cindy-Lee, Kim, J. Jo, Kurdyak, Paul, Lawson, Andrea, Meltzer-Brody, Samantha, Mulsant, Benoit H., Schoueri-Mychasiw, Nour, Silver, Richard K., Tschritter, Dana, Vigod, Simone N., and Byford, Sarah
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- 2023
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16. The relationship between rurality, travel time to care and death by suicide
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Barry, Rebecca, Rehm, Jürgen, de Oliveira, Claire, Gozdyra, Peter, Chen, Simon, and Kurdyak, Paul
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- 2023
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17. Changes in health service use due to alcohol during the COVID-19 pandemic among individuals with and individuals without pre-existing alcohol-related medical diagnoses
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Myran, Daniel, Friesen, Erik Loewen, Pugliese, Michael, Milani, Christina, Kurdyak, Paul, Saraswat, Manu, and Tanuseputro, Peter
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- 2023
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18. Patient and Physician Factors Associated with First Diagnosis of Non-affective Psychotic Disorder in Primary Care
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Wiener, Joshua C., Rodrigues, Rebecca, Reid, Jennifer N. S., Archie, Suzanne, Booth, Richard G., Cheng, Chiachen, Jan, Saadia Hameed, Kurdyak, Paul, MacDougall, Arlene G., Palaniyappan, Lena, Ryan, Bridget L., and Anderson, Kelly K.
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- 2023
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19. The use of key social determinants of health variables in psychiatric research using routinely collected health data: a systematic analysis
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Barker, Lucy C., Hussain-Shamsy, Neesha, Rajendra, Kanya Lakshmi, Bronskill, Susan E., Brown, Hilary K., Kurdyak, Paul, and Vigod, Simone N.
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- 2023
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20. The relationship between rurality, travel time to care and death by suicide
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Rebecca Barry, Jürgen Rehm, Claire de Oliveira, Peter Gozdyra, Simon Chen, and Paul Kurdyak
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Suicide ,Healthcare access ,Rurality ,Psychiatry ,RC435-571 - Abstract
Abstract Background We previously found an association between rurality and death by suicide, where those living in rural areas were more likely to die by suicide. One potential reason why this relationship exists might be travel time to care. This paper examines the relationship between travel time to both psychiatric and general hospitals and suicide, and then determine whether travel time to care mediates the relationship between rurality and suicide. Methods This is a population-based nested case-control study. Data from 2007 to 2017 were obtained from administrative databases held at ICES, which capture all hospital and emergency department visits across Ontario. Suicides were captured using vital statistics. Travel time to care was calculated from the resident’s home to the nearest hospital based on the postal codes of both locations. Rurality was measured using Metropolitan Influence Zones. Results For every hour in travel time a male resides from a general hospital, their risk of death by suicide doubles (AOR = 2.08, 95% CI = 1.61–2.69). Longer travel times to psychiatric hospitals also increases risk of suicide among males (AOR = 1.03, 95%CI = 1.02–1.05). Travel time to general hospitals is a significant mediator of the relationship between rurality and suicide among males, accounting for 6.52% of the relationship between rurality and increased risk of suicide. However, we also found that there is effect modification, where the relationship between travel time and suicide is only significant among males living in urban areas. Conclusions Overall, these findings suggest that males who must travel longer to hospitals are at a greater risk of suicide compared to those who travel a shorter time. Furthermore, travel time to care is a mediator of the association between rurality and suicide among males.
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- 2023
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21. Understanding Suicidal Behaviour and Distress in Young Muslim Canadians: A Qualitative Study
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Zakia Hussain, Zainab Furqan, Natasha Saunders, Nabiha Madda, Imaan Javeed, Paul Kurdyak, Ishrat Husain, Mark Sinyor, Arfeen Malick, and Juveria Zaheer
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Suicide ,Youth ,Psychiatry ,Qualitative ,Canada ,Medicine (General) ,R5-920 ,Public aspects of medicine ,RA1-1270 - Abstract
BACKGROUND: Suicide is a major public health concern worldwide, including in Canada. The onset of major mental illnesses occurs during adolescence and young adulthood. Among this group, young Muslims in Canada may be particularly vulnerable due to unique stressors and emerging evidence indicating that Muslims in the U.S. report more suicide attempts than other religious groups. To our knowledge, no prior study has undertaken an in-depth exploration of the lived experiences of Muslim young adults who have attempted suicide. This study aims to broaden our understanding of how Muslim young adults experience and understand suicidal behavior by exploring narratives of distress and help-seeking, the meanings of suicidal behavior, the impact of immigration/resettlement, discrimination, Islamophobia, and the role of negotiating multiple religious, cultural, and gender identities. METHODS: This study is currently in progress. We are recruiting approximately 25-30 Muslim youth between the ages of 15-24 who have experienced suicidal behavior with any intent to die, as reported by the participants themselves, within the Greater Toronto Area (GTA). Exclusion criteria include (1) active substance intoxication or withdrawal, (2) current admission to a psychiatric facility, and (3) low levels of intellectual functioning or a history of neurological impairment. We are conducting heterogeneous purposive sampling to ensure that our sample includes diversity in terms of gender, age, countries of origin, and first and second-generation youth. Recruitment will end when data saturation is reached. Each participant will take part in a semi-structured qualitative interview. The interview explores family and social contacts, immigration/acculturation experiences, gender and cultural roles, and views on religion. Data is being transcribed and analyzed in N-Vivo 12 software using constructivist grounded principles entailing simultaneous collection and analysis, inductive construction of abstract categories explaining social processes, sampling and categorical refinement through iterative analysis, and integration of categories into a theoretical framework. RESULTS: Preliminary data analysis is in progress based on participants (n=15) recruited thus far. Emerging themes in relation to the causes of suicidality include isolation and an inability to cope with multiple stressors, such as family conflict and physical illness. Religion has a varied effect on suicidality, ranging from minimal to strong influence and from being protective to triggering suicidality. Regarding barriers to care, emerging themes included fear of invalidation, Islamophobia, and the lack of cultural safety within the healthcare system. Notably, youth appear to have a different explanatory model for mental illness compared to their family/community. CONCLUSION: This is the first qualitative study examining the experiences of Canadian Muslim youth who have experienced suicidal behavior. Our findings will help elucidate the unique stressors and protective factors that influence suicide and suicidal behavior for Canadian Muslim youth. Understanding patterns of distress and barriers to care through qualitative analysis will provide critical context to ultimately develop appropriate and effective screening, service provision, and suicide prevention strategies.
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- 2023
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22. New and continuing physician-based outpatient mental health care among children and adolescents during the COVID-19 pandemic in Ontario, Canada: a population-based study
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Alene Toulany, Simone Vigod, Paul Kurdyak, Therese A. Stukel, Rachel Strauss, Longdi Fu, Astrid Guttmann, Jun Guan, Eyal Cohen, Maria Chiu, Charlotte Moore Hepburn, Kimberly Moran, William Gardner, Mario Cappelli, Purnima Sundar, and Natasha Saunders
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psychiatry ,continuity of care ,coronavirus ,children ,adolescents ,mental health ,Psychiatry ,RC435-571 - Abstract
ObjectiveTo assess physician-based mental health care utilization during the COVID-19 pandemic among children and adolescents new to care and those already engaged with mental health services, and to evaluate differences by sociodemographic factors.Study designWe performed a population-based repeated cross-sectional study using linked health and administrative databases in Ontario, Canada among all children and adolescents 3–17 years. We examined outpatient visit rates per 1,000 population for mental health concerns for those new to care (no physician-based mental healthcare for ≥1 year) and those with continuing care needs (any physician-based mental healthcare
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- 2023
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23. The relationship between depressive symptoms, health service consumption, and prognosis after acute myocardial infarction: a prospective cohort study
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Gnam William H, Kurdyak Paul A, Goering Paula, Chong Alice, and Alter David A
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Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background The use of cardiovascular health services is greater among patients with depressive symptoms than among patients without. However, the extent to which such associations between depressive symptoms and health service utilization are attributable to variations in comorbidity and prognostic disease severity is unknown. This paper explores the relationship between depressive symptoms, health service cardiovascular consumption, and prognosis following acute myocardial infarction (AMI). Methods The study design was a prospective cohort study with follow-up telephone interviews of 1,941 patients 30 days following AMI discharged from 53 hospitals across Ontario, Canada between December 1999 and February, 2003. Outcome measures were post discharge use of cardiac and non-cardiac health care services. The service utilization outcomes were adjusted for age, sex, income, comorbidity, two validated measures of prognosis (cardiac functional capacity and risk adjustment severity index), cardiac procedures (CABG or PTCA) and drugs prescribed at discharge. Results Depressive symptoms were associated with a 24% (Adjusted RR:1.24; 95% CI:1.19–1.30, P < 0.001), 9% (Adjusted RR:1.09; 95% CI:1.02–1.16, P = 0.007) and 43% (Adjusted RR: 1.43; 95% CI:1.34–1.52, P < 0.001) increase in total, cardiac, and non-cardiac hospitalization days post-AMI respectively, after adjusting for baseline patient and hospital characteristics. Depressive-associated increases in cardiac health service consumption were significantly more pronounced among patients of lower than higher cardiac risk severity. Depressive symptoms were not associated with increased mortality after adjusting for baseline patient characteristics. Conclusion Depressive symptoms are associated with significantly higher cardiac and non-cardiac health service consumption following AMI despite adjustments for comorbidity and prognostic severity. The disproportionately higher cardiac health service consumption among lower-risk AMI depressive patients may suggest that health seeking behaviors are mediated by psychosocial factors more so than by objective measures of cardiovascular risk or necessity.
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- 2008
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24. Canadian Veteran chronic disease prevalence and health services use in the five years following release: a matched retrospective cohort study using routinely collected data
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Alyson L. Mahar, Kate St. Cyr, Jennifer E. Enns, Alice B. Aiken, Marlo Whitehead, Heidi Cramm, and Paul Kurdyak
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Canadian Armed Forces ,Veterans ,Epidemiology ,Chronic disease ,Health services ,Population health ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Occupational exposures may result in Canadian military Veterans having poorer health and higher use of health services after transitioning to civilian life compared to the general population. However, few studies have documented the physical health and health services use of Veterans in Canada, and thus there is limited evidence to inform public health policy and resource allocation. Methods In a retrospective, matched cohort of Veterans and the Ontario general population between 1990–2019, we used routinely collected provincial administrative health data to examine chronic disease prevalence and health service use. Veterans were defined as former members of the Canadian Armed Forces or RCMP. Crude and adjusted effect estimates, and 95% confidence limits were calculated using logistic regression (asthma, COPD, diabetes, myocardial infarction, rheumatoid arthritis, family physician, specialist, emergency department, and home care visits, as well as hospitalizations). Modified Poisson was used to estimate relative differences in the prevalence of hypertension. Poisson regression compares rates of health services use between the two groups. Results The study included 30,576 Veterans and 122,293 matched civilians. In the first five years after transition to civilian life, Veterans were less likely than the general population to experience asthma (RR 0.50, 95% CI 0.48–0.53), COPD (RR 0.32, 95% CI 0.29–0.36), hypertension (RR 0.74, 95% CI 0.71–0.76), diabetes (RR 0.71, 95% CI 0.67–0.76), myocardial infarction (RR 0.76, 95% CI 0.63–0.92), and rheumatoid arthritis (RR 0.74, 95% CI 0.60–0.92). Compared to the general population, Veterans had greater odds of visiting a primary care physician (OR 1.76, 95% CI 1.70–1.83) or specialist physician (OR 1.39, 95% CI 1.35–1.42) at least once in the five-year period and lower odds of visiting the emergency department (OR 0.95, 95% CI 0.92–0.97). Risks of hospitalization and of receiving home care services were similar in both groups. Conclusions Despite a lower burden of comorbidities, Veterans had slightly higher physician visit rates. While these visits may reflect an underlying need for services, our findings suggest that Canadian Veterans have good access to primary and specialty health care. But in light of contradictory findings in other jurisdictions, the underlying reasons for our findings warrant further study.
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- 2022
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25. Pan-Canadian study of psychiatric care (PCPC): protocol for a mixed-methods study
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Paul Kurdyak, Agnes Grudniewicz, Alan Katz, M Ruth Lavergne, David Rudoler, Emily Gard Marshall, Juveria Zaheer, James Bolton, Ridhwana Kaoser, Sandra Peterson, Selene Etches, Kimberley P Good, Catherine Moravac, Jason Morrison, Benoit Mulsant, and Phil G Tibbo
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Medicine - Abstract
Introduction The Canadian population has poor and inequitable access to psychiatric care despite a steady per-capita supply of psychiatrists in most provinces. There is some quantitative evidence that practice style and characteristics vary substantially among psychiatrists. However, how this compares across jurisdictions and implications for workforce planning require further study. A qualitative exploration of psychiatrists’ preferences for practice style and the practice choices that result is also lacking. The goal of this study is to inform psychiatrist workforce planning to improve access to psychiatric care by: (1) developing and evaluating comparable indicators of supply of psychiatric care across provinces, (2) analysing variations and changes in the characteristics of the psychiatrist workforce, including demographics and practice style and (3) studying psychiatrist practice choices and intentions, and the factors that lead to these choices.Methods and analysis A cross-provincial mixed-methods study will be conducted in the Canadian provinces of British Columbia, Manitoba, Ontario and Nova Scotia. We will analyse linked-health administrative data within three of the four provinces to develop comparable indicators of supply and characterise psychiatric services at the regional level within provinces. We will use latent profile analysis to estimate the probability that a psychiatrist is in a particular practice style and map the geographical distribution of psychiatrist practices overlayed with measures of need for psychiatric care. We will also conduct in-depth, semistructured qualitative interviews with psychiatrists in each province to explore their preferences and practice choices and to inform workforce planning.Ethics and dissemination This study was approved by Ontario Tech University Research Ethics Board (16637 and 16795) and institutions affiliated with the study team. We built a team comprising experienced researchers, psychiatrists, medical educators and policymakers in mental health services and workforce planning to disseminate knowledge that will support effective human resource policies to improve access to psychiatric care in Canada.
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- 2023
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26. Association between physician characteristics and practice-level uptake of paediatric virtual mental healthcare: a population-based study
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Paul Kurdyak, Simone Vigod, Rachel Strauss, Astrid Guttmann, Eyal Cohen, Natasha Ruth Saunders, Jun Guan, Therese A Stukel, Alene Toulany, and Longdi Fu
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Medicine - Abstract
Objective To examine physician factors associated with practice-level uptake of virtual mental healthcare for children and adolescents.Design, setting and participants A population-based data linkage study of a cohort of all physicians (n=12 054) providing outpatient mental healthcare to children and adolescents (aged 3–17 years, n=303 185) in a single-payer provincial health system in Ontario, Canada from 1 July 2020 to 31 July 2021.Exposures Physician characteristics including gender, age, specialty, location of training, practice region, practice size and overall and mental health practice size.Main outcomes Practice-level proportion of outpatient virtual care provided: (1) mostly in-person (
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- 2023
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27. Cancer diagnosis and risk of suicide after accounting for prediagnosis psychiatric care: A matched-cohort study of patients with incident solid-organ malignancies.
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Klaassen, Zachary, Wallis, Christopher JD, Chandrasekar, Thenappan, Goldberg, Hanan, Sayyid, Rashid K, Williams, Stephen B, Moses, Kelvin A, Terris, Martha K, Nam, Robert K, Urbach, David, Austin, Peter C, Kurdyak, Paul, and Kulkarni, Girish S
- Subjects
Humans ,Neoplasms ,Risk Factors ,Case-Control Studies ,Cohort Studies ,Suicide ,Psychotherapy ,Aged ,Middle Aged ,Ontario ,Female ,Male ,cancer ,mental health ,psychiatric utilization ,psycho-oncology ,suicidal death ,suicide ,Mental Health ,Cancer ,Suicide Prevention ,Prevention ,Clinical Research ,Health Services ,Detection ,screening and diagnosis ,4.1 Discovery and preclinical testing of markers and technologies ,Good Health and Well Being ,Oncology and Carcinogenesis ,Public Health and Health Services ,Oncology & Carcinogenesis - Abstract
BackgroundPrevious studies have demonstrated an association between a diagnosis of cancer and the risk of suicide; however, they failed to account for psychiatric care before a cancer diagnosis, which may confound this relationship. The objective of this study was to assess the effect of a cancer diagnosis on the risk of suicide, accounting for prediagnosis psychiatric care utilization.MethodsAll adult residents of Ontario, Canada who were diagnosed with cancer (1 of prostate, breast, colorectal, melanoma, lung, bladder, endometrial, thyroid, kidney, or oral cancer) between 1997 and 2014 were identified. Noncancer controls were matched 4:1 based on sociodemographics, including a psychiatric utilization gradient (PUG) score (with 0 indicating none; 1, outpatient; 2, emergency department; and 3, hospital admission). A marginal, cause-specific hazard model was used to assess the effect of cancer on the risk of suicidal death.ResultsAmong 676,470 patients with cancer and 2,152,682 matched noncancer controls, there were 8.2 and 11.4 suicides per 1000 person-years of follow-up, respectively. Patients with cancer had an overall higher risk of suicidal death compared with matched patients without cancer (hazard ratio, 1.34; 95% CI, 1.22-1.48). This effect was pronounced in the first 50 months after cancer diagnosis (hazard ratio, 1.60; 95% CI, 1.42-1.81); patients with cancer did not demonstrate an increased risk thereafter. Among individuals with a PUG score 0 or 1, those with cancer were significantly more likely to die of suicide compared with controls. There was no difference in suicide risk between patients with cancer and controls for those who had a PUG score of 2 or 3.ConclusionsA cancer diagnosis is associated with increased risk of death from suicide compared with the general population even after accounting for precancer diagnosis psychiatric care utilization. The specific factors underlying the observed associations remain to be elucidated.
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- 2019
28. The impact of psychiatric utilisation prior to cancer diagnosis on survival of solid organ malignancies
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Klaassen, Zachary, Wallis, Christopher JD, Goldberg, Hanan, Chandrasekar, Thenappan, Sayyid, Rashid K, Williams, Stephen B, Moses, Kelvin A, Terris, Martha K, Nam, Robert K, Urbach, David, Austin, Peter C, Kurdyak, Paul, and Kulkarni, Girish S
- Subjects
Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Cancer ,Clinical Research ,Brain Disorders ,Good Health and Well Being ,Aged ,Canada ,Disease-Free Survival ,Female ,Humans ,Male ,Mental Disorders ,Middle Aged ,Neoplasms ,Proportional Hazards Models ,Public Health and Health Services ,Oncology & Carcinogenesis ,Oncology and carcinogenesis - Abstract
BackgroundAmong patients with cancer, prior research suggests that patients with mental illness may have reduced survival. The objective was to assess the impact of psychiatric utilisation (PU) prior to cancer diagnosis on survival outcomes.MethodsAll residents of Ontario diagnosed with one of the top 10 malignancies (1997-2014) were included. The primary exposure was psychiatric utilisation gradient (PUG) score in 5 years prior to cancer: 0: none, 1: outpatient, 2: emergency department, 3: hospital admission. A multivariable, cause-specific hazard model was used to assess the effect of PUG score on cancer-specific mortality (CSM), and a Cox proportional hazard model for effect on all-cause mortality (ACM).ResultsA toal of 676,125 patients were included: 359,465 (53.2%) with PUG 0, 304,559 (45.0%) PUG 1, 7901 (1.2%) PUG 2, and 4200 (0.6%) PUG 3. Increasing PUG score was independently associated with worse CSM, with an effect gradient across the intensity of pre-diagnosis PU (vs PUG 0): PUG 1 h 1.05 (95% CI 1.04-1.06), PUG 2 h 1.36 (95% CI 1.30-1.42), and PUG 3 h 1.73 (95% CI 1.63-1.84). Increasing PUG score was also associated with worse ACM.ConclusionsPre-cancer diagnosis PU is independently associated with worse CSM and ACM following diagnosis among patients with solid organ malignancies.
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- 2019
29. Canadian Veteran chronic disease prevalence and health services use in the five years following release: a matched retrospective cohort study using routinely collected data
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Mahar, Alyson L., Cyr, Kate St., Enns, Jennifer E., Aiken, Alice B., Whitehead, Marlo, Cramm, Heidi, and Kurdyak, Paul
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- 2022
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30. Mental Health Service Use Before First Diagnosis of a Psychotic Disorder.
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Tempelaar, Wanda, Kozloff, Nicole, Mallia, Emilie, Voineskos, Aristotle, and Kurdyak, Paul
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MEDICAL care use ,EMERGENCY room visits ,MENTAL health services ,PSYCHOSES ,AFFECTIVE disorders - Abstract
This cohort study examines preceding mental health service use and diagnoses in individuals aged 15 to 29 years with a first diagnosis of a psychotic disorder compared with those with a first diagnosis of a mood disorder. Key Points: Question: Do people who are diagnosed with a psychotic disorder have unique trajectories of preceding mental health service use and diagnoses compared with people diagnosed with a mood disorder? Findings: In this cohort study of 10 501 individuals aged 15 to 29 years with a first diagnosis of psychotic disorder, these individuals used mental health services, particularly acute care services, significantly more in the preceding 3 years compared with matched individuals with a first mood disorder. Meaning: The findings suggest that better understanding of mental health service use before development of a psychotic disorder is needed for more-targeted early identification efforts. Importance: Characterizing mental health service use trajectories preceding diagnosis of a psychotic disorder may help identify individuals at highest risk and in which settings they are at highest risk. Objective: To examine mental health service use and diagnostic trajectories before first diagnosis of psychotic disorder and identify utilization and diagnostic patterns. Design, Setting, and Participants: This population-based, retrospective cohort study used linked provincial health administrative data. The sample included individuals aged 15 to 29 years diagnosed with a psychotic disorder in Ontario, Canada, between April 1, 2012, and March 31, 2018. These individuals were matched to individuals with a diagnosis of a mood disorder. Data were analyzed from November 2018 to November 2019. Main Outcomes and Measures: The main outcomes were rates, timing, and setting of mental health–related service use and associated diagnoses in the 3 years before the index disorder among individuals first diagnosed with a psychotic disorder compared with those first diagnosed with a mood disorder. Results: A total of 10 501 individuals with a first diagnosis of psychotic disorder were identified (mean [SD] age, 21.55 [3.83] years; 72.1% male). A total of 72.2% of individuals had at least 1 mental health service visit during the 3 years before their first psychotic disorder diagnosis, which was significantly more than matched controls with a first mood disorder diagnosis (66.8%) (odds ratio [OR], 1.34; 95% CI, 1.26-1.42). Compared with individuals diagnosed with a mood disorder, individuals diagnosed with a psychotic disorder were significantly more likely to have had mental health–related hospital admissions (OR, 3.98; 95% CI, 3.43-4.62) and emergency department visits (OR, 2.27; 95% CI, 2.12-2.43) in the preceding 3 years. Those with psychotic disorders were more likely to have had prior diagnoses of substance use disorders (OR, 2.57; 95% CI, 2.35-2.81), other disorders (personality disorders, developmental disorders) (OR, 1.75; 95% CI, 1.61-1.90), and self-harm (OR, 1.64; 95% CI, 1.36-1.98) in the past 3 years compared with those diagnosed with mood disorders. Conclusions and Relevance: This study found that in the 3 years prior to an index diagnosis, individuals with a first diagnosis of psychotic disorder had higher rates of mental health service use, particularly emergency department visits and hospitalizations, compared with individuals with a first diagnosis of a mood disorder. Individuals with psychotic disorders also had a greater number of premorbid diagnoses. Differences in health service utilization patterns between those with a first psychotic disorder diagnosis vs a first mood disorder diagnosis suggest distinct premorbid trajectories that could be useful for next steps in prediction and prevention research. [ABSTRACT FROM AUTHOR]
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- 2024
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31. The role of geography and distance on physician follow-up after a first hospitalization with a diagnosis of a schizophrenia spectrum disorder: A retrospective population-based cohort study in Ontario, Canada.
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Martin Rotenberg, Peter Gozdyra, Kelly K Anderson, and Paul Kurdyak
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Medicine ,Science - Abstract
BackgroundTimely follow-up after hospitalization for a schizophrenia spectrum disorder (SSD) is an important quality indicator. We examined the proportion of individuals who received physician follow-up within 7 and 30 days post-discharge by health region and estimated the effect of distance between a person's residence and discharging hospital on follow-up.MethodsWe created a retrospective population-based cohort of incident hospitalizations with a discharge diagnosis of a SSD between 01/01/2012 and 30/03/2019. The proportion of follow-up with a psychiatrist and family physician within 7 and 30 days were calculated for each region. The effect of distance between a person's residence and discharging hospital on follow-up was estimated using adjusted multilevel logistic regression models.ResultsWe identified 6,382 incident hospitalizations for a SSD. Only 14.2% and 49.2% of people received follow-up care with a psychiatrist within 7 and 30 days of discharge, respectively, and these proportions varied between regions. Although distance from hospital was not associated with follow-up within 7 days of discharge, increasing distance was associated with lower odds of follow-up with a psychiatrist within 30 days.ConclusionPost-discharge follow-up is poor across the province. Geospatial factors may impact post-discharge care and should be considered in further evaluation of quality of care.
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- 2023
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32. Determinants of Hospital Use and Physician Services Among Adults With a History of Homelessness
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Kathryn Wiens, Laura C Rosella, Paul Kurdyak, Simon Chen, Tim Aubry, Vicky Stergiopoulos, and Stephen W Hwang
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Medicine (General) ,R5-920 ,Public aspects of medicine ,RA1-1270 - Abstract
Background: People experiencing homelessness have diverse patterns of healthcare use. This study examined the distribution and determinants of healthcare encounters among adults with a history of homelessness. Methods: Administrative healthcare records were linked with survey data for a general cohort of adults with a history of homelessness and a cohort of homeless adults with mental illness. Binary and count models were used to identify factors associated with hospital admissions, emergency department visits and physician visits for comparison across the 2 cohorts. Results: During the 1-year follow-up period, a higher proportion of people in the cohort with a mental illness used any inpatient (27% vs 14%), emergency (63% vs 53%), or physician services (90% vs 76%) compared to the general homeless cohort. People from racialized groups were less likely use nearly all health services, most notably physician services. Other factors, such as reporting of a regular source of care, poor perceived general health, and diagnosed chronic conditions were associated with higher use of all health services except psychiatric inpatient care Conclusion: When implementing interventions for patients with the greatest health needs, we must consider the unique factors that contribute to higher healthcare use, as well as the barriers to healthcare access.
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- 2022
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33. Primary care for individuals with serious mental illness (PriSMI): protocol for a convergent mixed methods study
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Kimberly Corace, Paul Kurdyak, Agnes Grudniewicz, Jennifer Rayner, M Ruth Lavergne, David Rudoler, Rita McCracken, Rachelle Ashcroft, Nadiya Sunderji, Christian G Schütz, Ridhwana Kaoser, Allie Peckham, Mark Kaluzienski, Lucie Langford, W Craig Norris, Anne O'Riordan, Kevin Patrick, Sandra Peterson, Ellen Randall, and Helen Thai
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Medicine - Abstract
Introduction People with serious mental illness (SMI) have poor health outcomes, in part because of inequitable access to quality health services. Primary care is well suited to coordinate and manage care for this population; however, providers may feel ill-equipped to do so and patients may not have the support and resources required to coordinate their care. We lack a strong understanding of prevention and management of chronic disease in primary care among people with SMI as well as the context-specific barriers that exist at the patient, provider and system levels. This mixed methods study will answer three research questions: (1) How do primary care services received by people living with SMI differ from those received by the general population? (2) What are the experiences of people with SMI in accessing and receiving chronic disease prevention and management in primary care? (3) What are the experiences of primary care providers in caring for individuals with SMI?Methods and analysis We will conduct a concurrent mixed methods study in Ontario and British Columbia, Canada, including quantitative analyses of linked administrative data and in-depth qualitative interviews with people living with SMI and primary care providers. By comparing across two provinces, each with varying degrees of mental health service investment and different primary care models, results will shed light on individual and system-level factors that facilitate or impede quality preventive and chronic disease care for people with SMI in the primary care setting.Ethics and dissemination This study was approved by the University of Ottawa Research Ethics Board and partner institutions. An integrated knowledge translation approach brings together researchers, providers, policymakers, decision-makers, patient and caregiver partners and knowledge users. Working with this team, we will develop policy-relevant recommendations for improvements to primary care systems that will better support providers and reduce health inequities.
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- 2022
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34. Factors associated with higher healthcare costs in a cohort of homeless adults with a mental illness and a general cohort of adults with a history of homelessness
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Kathryn Wiens, Laura C. Rosella, Paul Kurdyak, Simon Chen, Tim Aubry, Vicky Stergiopoulos, and Stephen W. Hwang
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Homeless ,Healthcare ,Costs ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Healthcare costs are disproportionately incurred by a relatively small group of people often described as high-cost users. Understanding the factors associated with high-cost use of health services among people experiencing homelessness could help guide service planning. Methods Survey data from a general cohort of adults with a history of homelessness and a cohort of homeless adults with mental illness were linked with administrative healthcare records in Ontario, Canada. Total costs were calculated using a validated costing algorithm and categorized based on population cut points for the top 5%, top 6–10%, top 11–50% and bottom 50% of users in Ontario. Multinomial logistic regression was used to identify the predisposing, enabling, and need factors associated with higher healthcare costs (with bottom 50% as the reference). Results Sixteen percent of the general homeless cohort and 30% percent of the cohort with a mental illness were in the top 5% of healthcare users in Ontario. Most healthcare costs for the top 5% of users were attributed to emergency department and inpatient service costs, while the costs from other strata were mostly for physician services, hospital outpatient clinics, and medications. The odds of being within the top 5% of users were higher for people who reported female gender, a regular medical doctor, past year acute service use, poor perceived general health and two or more diagnosed chronic conditions, and were lower for Black participants and other racialized groups. Older age was not consistently associated with higher cost use; the odds of being in the top 5% were highest for 35-to-49-year year age group in the cohort with a mental illness and similar for the 35–49 and ≥ 50-year age groups in the general homeless cohort. Conclusions This study combines survey and administrative data from two cohorts of homeless adults to describe the distribution of healthcare costs and identify factors associated with higher cost use. These findings can inform the development of targeted interventions to improve healthcare delivery and support for people experiencing homelessness.
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- 2021
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35. Physician Follow-Up of Pediatric and Young Adult Emergency Department Visits for Substance Use in Ontario, Canada.
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Rosic, Tea, Cloutier, Paula, Myran, Daniel, Imsirovic, Haris, Kurdyak, Paul, and Gardner, William
- Abstract
To study the proportion and predictors of outpatient physician follow-up within 60 days of substance-related emergency department (ED) visits for Ontario youth. We examined administrative data on substance-related ED visits before and during the COVID-19 pandemic among youths aged 10–24 years in Ontario, Canada. Substance-related visits were identified using International Classification of Diseases-10-CA codes. We described demographic characteristics, receipt of mental health services in the year before the ED visit, disposition from the ED, and follow-up services within 60 days of the ED visit. Between April 1, 2017, and May 31, 2021, 64,236 youth had at least one ED visit for substance use. Visits for alcohol were the most common (49%), followed by cannabis (32.3%). ED visits for all substances were more prevalent during the pandemic than prepandemic, except visits for alcohol. The receipt of follow-up physician care for substance use was low (33.2% prepandemic) but increased during the pandemic (41.7%; adjusted odds ratio 1.34, 95% CI 1.28, 1.39) and varied between substances. Mental health service history in the year before the substance-related ED visit had the strongest association with receipt of follow-up physician care within 60 days (adjusted odds ratio 6.86, 95% CI 6.57, 7.17). Youth frequently do not receive physician follow-ups within two months of the substance-related ED visit, although higher follow-up proportions were seen during the pandemic after the implementation of virtual care. Further research is required to understand why follow-up is low and to examine interventions that can increase connection to care. [ABSTRACT FROM AUTHOR]
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- 2024
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36. Association of source country gender inequality with experiencing assault and poor mental health among young female immigrants to Ontario, Canada
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Michael Lebenbaum, Therese A. Stukel, Natasha Ruth Saunders, Hong Lu, Marcelo Urquia, Paul Kurdyak, and Astrid Guttmann
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Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Gender inequality varies across countries and is associated with poor outcomes including violence against women and depression. Little is known about the relationship of source county gender inequality and poor health outcomes in female immigrants. Methods We used administrative databases to conduct a cohort study of 299,228 female immigrants ages 6–29 years becoming permanent residence in Ontario, Canada between 2003 and 2017 and followed up to March 31, 2020 for severe presentations of suffering assault, and selected mental health disorders (mood or anxiety, self-harm) as measured by hospital visits or death. Poisson regression examined the influence of source-country Gender Inequality Index (GII) quartile (Q) accounting for individual and country level characteristics. Results Immigrants from countries with the highest gender inequality (GII Q4) accounted for 40% of the sample, of whom 83% were from South Asia (SA) or Sub-Saharan Africa (SSA). The overall rate of assault was 10.9/10,000 person years (PY) while the rate of the poor mental health outcome was 77.5/10,000 PY. Both GII Q2 (Incident Rate Ratio (IRR): 1.48, 95% Confidence Interval (CI): 1.08, 2.01) and GII Q4 (IRR: 1.58, 95%CI: 1.08, 2.31) were significantly associated with experiencing assault but not with poor mental health. For females from countries with the highest gender inequality, there were significant regional differences in rates of assault, with SSA migrants experiencing high rates compared with those from SA. Relative to economic immigrants, refugees were at increased risk of sustaining assaults (IRR: 2.96, 95%CI: 2.32, 3.76) and poor mental health (IRR: 1.73, 95%CI: 1.50, 2.01). Higher educational attainment (bachelor’s degree or higher) at immigration was protective (assaults IRR: 0.64, 95%CI: 0.51, 0.80; poor mental health IRR: 0.69, 95% CI: 0.60, 0.80). Conclusion Source country gender inequality is not consistently associated with post-migration violence against women or severe depression, anxiety and self-harm in Ontario, Canada. Community-based research and intervention to address the documented socio-demographic disparities in outcomes of female immigrants is needed.
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- 2021
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37. Characteristics of Opioid Toxicity Deaths Among Adolescents and Young Adults in Ontario Prior To and During the COVID-19 Pandemic.
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Akbar, Sadia, Iacono, Anita, Yang, Joanna, Antoniou, Tony, Juurlink, David, Sheikh, Hasan, Kurdyak, Paul, Wu, Fangyun, Cheng, Clare, Leece, Pamela, Kolla, Gillian, Emblem, Jennifer, Shearer, Dana, and Gomes, Tara
- Abstract
To characterize opioid toxicity deaths among adolescents and young adults in Ontario, Canada, prior to and during the first year of the COVID-19 pandemic. We conducted a descriptive, cross-sectional study of opioid toxicity deaths among individuals aged 15-24 in Ontario in the year prior to (March 17, 2019, to March 16, 2020) and the first year of the pandemic (March 17, 2020, to March 16, 2021) using administrative health databases. We analyzed circumstances surrounding death, substances contributing to death, and health-care encounters prior to death. We identified 284 deaths among Ontarians aged 15-24, including 115 in the year preceding and 169 in the first year of the pandemic. Fentanyl contributed to 84.3% of deaths in the prepandemic year, rising to 93.5% (p =.012) the following year. Stimulants contributed to approximately half of deaths in both periods (41.7% prepandemic and 49.1% during pandemic). In both periods, roughly one in 4 decedents had a health-care encounter in the week prior to death and less than 20% of those with an opioid use disorder received opioid agonist treatment in the 30 days prior to death. Among young Ontarians, the number of opioid-related deaths increased by 47% in the first year of the COVID-19 pandemic. Fentanyl contributed to the vast majority of deaths, with non-opioid substances (primarily stimulants) also contributing to approximately half of deaths. Patterns of health-care utilization prior to death suggest opportunities to better connect this population to services that address opioid use disorder needs and promote harm reduction. [ABSTRACT FROM AUTHOR]
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- 2024
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38. Examining correlations between opioid dispensing and opioid-related hospitalizations in Canada, 2007–2016
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Wayne Jones, Paul Kurdyak, and Benedikt Fischer
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Canada ,Dispensing ,Hospitalizations ,Morbidity ,Opioids ,Public health ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background High levels of opioid-related mortality, as well as morbidity, contribute to the excessive opioid-related disease burden in North America, induced by high availability of opioids. While correlations between opioid dispensing levels and mortality outcomes are well-established, fewer evidence exists on correlations with morbidity (e.g., hospitalizations). Methods We examined possible overtime correlations between medical opioid dispensing and opioid-related hospitalizations in Canada, by province, 2007–2016. For dispensing, we examined annual volumes of medical opioid dispensing derived from a representative, stratified sample of retail pharmacies across Canada. Raw dispensing information for ‘strong opioids’ was converted into Defined Daily Doses per 1000 population per day (DDD/1000/day). Opioid-related hospitalization rates referred to opioid poisoning-related admissions by province, for fiscal years 2007–08 to 2016–17, drawn from the national Hospital Morbidity Database. We assessed possible correlations between opioid dispensing and hospitalizations by province using the Pearson product moment correlation; correlation values (r) and confidence intervals were reported. Results Significant correlations for overtime correlations between population-levels of opioid dispensing and opioid-related hospitalizations were observed for three provinces: Quebec (r = 0.87, CI: 0.49–0.97; p = 0.002); New Brunswick (r = 0.85;CI: 0.43–0.97; p = 0.004) and Nova Scotia (r = 0.78; CI:0.25–0.95; p = 0.012), with an additional province, Saskatchewan, (r = 0.073; CI:-0.07–0.91;p = 0.073) featuring borderline significance. Conclusions The correlations observed further add to evidence on opioid dispensing levels as a systemic driver of population-level harms. Notably, correlations were not identified principally in provinces with reported high contribution levels (> 50%) of illicit opioids to mortality, which are not captured by dispensing data and so may have distorted or concealed potential correlation effects due to contamination.
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- 2020
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39. A community-driven and evidence-based approach to developing mental wellness strategies in First Nations: a program protocol
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Melody Morton Ninomiya, Ningwakwe (Priscilla) George, Julie George, Renee Linklater, Julie Bull, Sara Plain, Kathryn Graham, Sharon Bernards, Laura Peach, Vicky Stergiopoulos, Paul Kurdyak, Gerald McKinley, Peter Donnelly, and Samantha Wells
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First Nation ,Indigenous ,Mental health ,Substance use ,Violence ,Mental wellness ,Medicine ,Medicine (General) ,R5-920 - Abstract
Abstract Background Mental health, substance use/addiction and violence (MSV) are important issues affecting the well-being of Indigenous People in Canada. This paper outlines the protocol for a research-to-action program called the Mental Wellness Program (MWP). The MWP aims to increase community capacity, promote relationship-building among communities, and close gaps in services through processes that place value on and supports Indigenous communities’ rights to self-determination and control. The MWP involves collecting and using local data to develop and implement community-specific mental wellness strategies in five First Nations in Ontario. Methods The MWP has four key phases. Phase 1 (data collection) includes a community-wide survey to understand MSV issues, service needs and community strengths; in-depth interviews with individuals with lived experiences with MSV issues to understand, health system strengths, service gaps and challenges, as well as individual and community resilience factors; and focus groups with service providers to improve understanding of system weaknesses and strengths in addressing MSV. Phase 2 (review and synthesis) involves analysis of results from these local data sources and knowledge-sharing events to identify a priority area for strategic development based on local strengths and need. Phase 3 (participatory action research approach) involves community members, including persons with lived experience, working with the community and local service providers to develop, implement, and evaluate the MWP to address the selected priority area. Phase 4 (share) is focused on developing and implementing effective knowledge-sharing initiatives. Guidelines and models for building the MWP are shared regionally and provincially through forums, webinars, and social media, as well as cross-community mentoring. Discussion MWP uses local community data to address MSV challenges by building on community supports and resilience factors. Drawing on local data and each community's system of formal and informal supports, the program includes sharing exemplary knowledge-to-action models and wellness strategies developed by and for First Nations people that can be used by other First Nations to identify shared wellness priorities in each community, and determine and execute next steps in addressing areas of main concern.
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- 2020
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40. Correlations between opioid mortality increases related to illicit/synthetic opioids and reductions of medical opioid dispensing - exploratory analyses from Canada
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Benedikt Fischer, Wayne Jones, Mark Tyndall, and Paul Kurdyak
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Prescription opioids ,Mortality ,Synthetic opioids ,Non-medical use ,Supply ,Substitution ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background North America has been experiencing a persistent epidemic of opioid-related overdose mortality, which has increasingly been driven by fatalities from illicit, toxic opioids in most recent years. Patterns of synthetic opioid availability and related mortality are heterogeneous across Canada, and differing explanations exist as to their differentiated proliferation. We examined the perspective that heterogeneous province-based variations in prescription opioid availability, facilitated by various control strategies, post-2010 may have created regionally differential supply gaps for non-medical opioid use substituted by synthetic opioid products with differential impacts on mortality risks and outcomes in Canada. Methods We examined annual, prescription opioid dispensing rates and changes in the ten Canadian provinces (for the periods of 1) 2011–2018, 2) ‘peak-year’-to-2018) in Defined Daily Doses/1000 population/day, derived from data from a large representative, stratified sample of community pharmacies projected to a Canada total. Annual, provincial opioid-related mortality rates and changes for years 2016–2018 were calculated from federal data. We computed correlation values (Pearson’s R) between respective province-based change rates for prescription opioid dispensing and opioid-related mortality for the two over-time scenarios. Results All but one province featured reductions in prescription opioid dispensing 2011–2018; seven of the ten provinces had increases in opioid mortality 2016–2018. The correlation between changes in opioid dispensing (2011–2018) and in opioid-mortality (2016–2018) was r = 0.63 (df = 8, p-value: 0.05); the correlation was r = 0.57 (df = 8, p-value: 0.09) for changes in opioid dispensing ‘peak year’-to-2018, respectively. Conclusions Quasi-significant results indicate that recent increases in opioid-related deaths driven by illicit, synthetic opioids tended to be larger in provinces where reductions in prescription opioid availability have been more extensive. It is a plausible explanation that these reductions created supply gaps for non-medical opioid use increasingly filled by illicit, synthetic opioids differentially contributing to opioid-related deaths, generating un-intended adverse effects for previous interventions. General prevention measures to reduce opioid availability, and targeted prevention for at-risk opioid users exposed to toxic drug supply may be include counteractive effects and require coordinated reconciliation.
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- 2020
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41. Association of source country gender inequality with experiencing assault and poor mental health among young female immigrants to Ontario, Canada
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Lebenbaum, Michael, Stukel, Therese A., Saunders, Natasha Ruth, Lu, Hong, Urquia, Marcelo, Kurdyak, Paul, and Guttmann, Astrid
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- 2021
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42. Factors associated with higher healthcare costs in a cohort of homeless adults with a mental illness and a general cohort of adults with a history of homelessness
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Wiens, Kathryn, Rosella, Laura C., Kurdyak, Paul, Chen, Simon, Aubry, Tim, Stergiopoulos, Vicky, and Hwang, Stephen W.
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- 2021
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43. Adapting Evidence-Based Early Psychosis Intervention Services for Virtual Delivery: Protocol for a Pragmatic Mixed Methods Implementation and Evaluation Study
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Wanda Tempelaar, Melanie Barwick, Allison Crawford, Aristotle Voineskos, Donald Addington, Jean Addington, Tallan Alexander, Crystal Baluyut, Sarah Bromley, Janet Durbin, George Foussias, Catherine Ford, Lauren de Freitas, Seharish Jindani, Anne Kirvan, Paul Kurdyak, Kirstin Pauly, Alexia Polillo, Rachel Roby, Sanjeev Sockalingam, Alexandra Sosnowski, Victoria Villanueva, Wei Wang, and Nicole Kozloff
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Medicine ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
BackgroundTimely and comprehensive treatment in the form of early psychosis intervention (EPI) has become the standard of care for youth with psychosis. While EPI services were designed to be delivered in person, the COVID-19 pandemic required many EPI programs to rapidly transition to virtual delivery, with little evidence to guide intervention adaptations or to support the effectiveness and satisfaction with virtual EPI services. ObjectiveThis study aims to explore the adaptations required to deliver NAVIGATE, a model of coordinated specialty care used in EPI, in a virtual format. This study will evaluate implementation of the NAVIGATE model delivered virtually by describing the nature of the adaptations to the intervention, assessing fidelity to the EPI model and the satisfaction of clients, family members, and care providers. We will investigate barriers and facilitators to virtual NAVIGATE implementation, service engagement, and health equity impacts of this work. MethodsThe Centre for Addiction and Mental Health (Toronto, Ontario, Canada) transitioned to delivering NAVIGATE virtually early in the COVID-19 pandemic. The Framework for Reporting Adaptations and Modifications for Evidence-Based Interventions will be used to describe the adaptations required to deliver NAVIGATE virtually. Fidelity to the EPI model will be measured using the First Episode Psychosis Services Fidelity Scale and fidelity to NAVIGATE will be assessed by investigating adherence to its core components. Implementation facilitators and barriers will be explored using semistructured interviews with providers informed by the Consolidated Framework for Implementation Research. Satisfaction with virtually delivered NAVIGATE will be assessed with virtual client and provider experience surveys and qualitative interviews with clients, family members, and providers. Service engagement data will be collected through review of medical records, and potential impacts of virtually delivered NAVIGATE on different population groups will be assessed with the Health Equity Impact Assessment. ResultsVirtual clinical delivery of NAVIGATE started in March 2020 with additional adaptations and data collection is ongoing. Data will be analyzed using descriptive statistics and survival analysis for quantitative data. Qualitative data will be analyzed using thematic content analysis. Integration of qualitative and quantitative data will occur at the data collection, interpretation, and reporting levels following a convergent design. ConclusionsThis study will provide information regarding the type of intervention adaptations required for virtual delivery of NAVIGATE for youth with early psychosis, ensuring access to high-quality care for this population during the pandemic and beyond by guiding future implementation in similar contexts. International Registered Report Identifier (IRRID)DERR1-10.2196/34591
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- 2021
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44. Maternal schizophrenia and adverse birth outcomes: what mediates the risk?
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Vigod, Simone N., Fung, Kinwah, Amartey, Abigail, Bartsch, Emily, Felemban, Reema, Saunders, Natasha, Guttmann, Astrid, Chiu, Maria, Barker, Lucy C., Kurdyak, Paul, and Brown, Hilary K.
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- 2020
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45. Evaluating the Cost Effectiveness of a Suicide Prevention Campaign Implemented in Ontario, Canada
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Lebenbaum, Michael, Cheng, Joyce, de Oliveira, Claire, Kurdyak, Paul, Zaheer, Juveria, Hancock-Howard, Rebecca, and Coyte, Peter C.
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- 2020
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46. Intra-Provincial Variation in Publicly Funded Mental Health and Addictions “Services” Use Among Canadian Armed Forces Families Posted Across Ontario
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Davila, I. Garces, Cramm, H., Chen, S., Aiken, A. B., Ouellette, B., Manser, L., Kurdyak, P., and Mahar, Alyson L.
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- 2020
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47. Patient, family and provider views of measurement-based care in an early-psychosis intervention programme
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Ari B. Cuperfain, Katrina Hui, Suze G. Berkhout, George Foussias, David Gratzer, Sean A. Kidd, Nicole Kozloff, Paul Kurdyak, Brandon Linaksita, Dielle Miranda, Sophie Soklaridis, Aristotle N. Voineskos, and Juveria Zaheer
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Measurement-based care (MBC) ,psychosis ,interprofessional team ,transitional youth ,qualitative ,Psychiatry ,RC435-571 - Abstract
Background Measurement-based care (MBC) in mental health improves patient outcomes and is a component of many national guidelines for mental healthcare delivery. Nevertheless, MBC is not routinely integrated into clinical practice. Several known reasons for the lack of integration exist but one lesser explored variable is the subjective perspectives of providers and patients about MBC. Such perspectives are critical to understand facilitators and barriers to improve the integration of MBC into routine clinical practice. Aims This study aimed to uncover the perspectives of various stakeholders towards MBC within a single treatment centre. Method Researchers conducted qualitative semi-structured interviews with patients (n = 15), family members (n = 7), case managers (n = 8) and psychiatrists (n = 6) engaged in an early-psychosis intervention programme. Data were analysed using thematic analysis, informed by critical realist theory. Results Analysis converged on several themes. These include (a) implicit negative assumptions; (b) relevance and utility to practice; (c) equity versus flexibility; and (d) shared decision-making. Providers assumed patients’ perspectives of MBC were negative. Patients’ perspectives of MBC were actually favourable, particularly if MBC was used as an instrument to engage patients in shared decision-making and communication rather than as a dogmatic and rigid clinical decision tool. Conclusions This qualitative study presents the views of various stakeholders towards MBC, providing an in-depth examination of the barriers and facilitators to MBC through qualitative investigation. The findings from this study should be used to address the challenges organisations have experienced in implementing MBC.
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- 2021
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48. Stroke care and case fatality in people with and without schizophrenia: a retrospective cohort study
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Paul Kurdyak, Moira K Kapral, Jiming Fang, Joan Porter, Leanne K Casaubon, and Kathleen A Sheehan
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Medicine - Abstract
Background Schizophrenia is associated with an increased risk of death following stroke; however, the magnitude and underlying reasons for this are not well understood.Objective To determine the association between schizophrenia and stroke case fatality, adjusting for baseline characteristics, stroke severity and processes of care.Design Retrospective cohort study used linked clinical and administrative databases.Setting All acute care institutions (N=152) in the province of Ontario, Canada.Participants All patients (N=52 473) hospitalised with stroke between 1 April 2002 and 31 March 2013 and included in the Ontario Stroke Registry. Those with schizophrenia (n=612) were identified using validated algorithms.Main outcomes and measures We compared acute stroke care in those with and without schizophrenia and used Cox proportional hazards models to examine the association between schizophrenia and mortality, adjusting for demographics, comorbidity, stroke severity and processes of care.Results Compared with those without schizophrenia, people with schizophrenia were less likely to undergo thrombolysis (10.1% vs 13.4%), carotid imaging (66.3% vs 74.0%), rehabilitation (36.6% vs 46.6% among those with disability at discharge) or be treated with antihypertensive, lipid-lowering or anticoagulant therapies. After adjustment for age and other factors, schizophrenia was associated with death from any cause at 1 year (adjusted HR (aHR) 1.33, 95% CI 1.14 to 1.54). This was mainly attributable to early deaths from stroke (aHR 1.47, 95% CI 1.20 to 1.80, with survival curves separating in the first 30 days), and the survival disadvantage was particularly marked in those aged over 70 years (1-year mortality 46.9% vs 35.0%).Conclusions Schizophrenia is associated with increased stroke case fatality, which is not fully explained by stroke severity, measurable comorbid conditions or processes of care. Future work should focus on understanding this mortality gap and on improving acute stroke and secondary preventive care in people with schizophrenia.
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- 2021
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49. Using Additive and Relative Hazards to Quantify Colorectal Survival Inequalities for Patients with A Severe Psychiatric Illness
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Alyson L Mahar, Laura E Davis, Paul Kurdyak, Timothy P Hanna, Natalie G Coburn, and Patti A Groome
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Demography. Population. Vital events ,HB848-3697 - Abstract
Introduction Despite recommendations, most studies examining health inequalities fail to report both absolute and relative summary measures. We examine colorectal cancer (CRC) survival for patients with and without severe psychiatric illness (SPI) to demonstrate the use and importance of relative and absolute effects. Objectives and Approach We conducted a retrospective cohort study of CRC patients diagnosed between 01/04/2007 and 31/12/2012, using linked administrative databases. SPI was defined as diagnoses of major depression, bipolar disorder, schizophrenia, and other psychotic illnesses six months to five years preceding cancer diagnosis and categorized as inpatient, outpatient or none. Associations between SPI history and risk of death were examined using Cox Proportional Hazards regression to obtain hazard ratios and Aalen’s semi-parametric additive hazards regression to obtain absolute differences. Both models controlled for age, sex, primary tumour location, and rurality. Results The final cohort included 24,507 CRC patients, 482 patients had an outpatient SPI history and 258 patients had an inpatient SPI history. 58.1% of patients with inpatient SPI history died, and 47.1% of patients with outpatient SPI history died. Patients with an outpatient SPI history had a 40% (HR 1.40, 95% CI: 1.22-1.59) increased risk of death and patients with an inpatient SPI history had a 91% increased risk of death (HR 1.91, 95% CI: 1.63-2.25), relative to no history of a mental illness. An outpatient SPI history was associated with an additional 33 deaths per 1000 person years, and an inpatient SPI was associated with an additional 82 deaths per 1000 person years after controlling for confounders. Conclusion / Implications We demonstrated that reporting of both relative and absolute effects is possible and calculating risk difference is relatively simple using Aalen models. We encourage future studies examining inequalities with time-to-event data to use this method and report both relative and absolute effect measures.
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- 2020
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50. Prescription opioid dispensing in Canada: an update on recent developments to 2018
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Wayne Jones, Lenka Vojtila, Paul Kurdyak, and Benedikt Fischer
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canada ,dispensing ,interventions ,opioids ,public health ,Therapeutics. Pharmacology ,RM1-950 ,Pharmacy and materia medica ,RS1-441 - Abstract
Canada has been home to comparatively extreme developments in prescription opioid (PO) availability and related harms (e.g. morbidity, mortality) post-2000. Following persistent pan-Canadian increases in PO use, select control measures were implemented and PO dispensing levels—while only inconsistently by province—inverted, and began to plateau or decrease post-2012. We examined annual PO dispensing levels in Canada up until 2018, based on representative prescription sample data from community-based retail pharmacies. Annual prescription-based dispensing data were converted into defined daily doses/1000 population/day by province, and mainly categorized into ‘weak’ and ‘strong’ opioids. All provinces indicated decreasing trends in strong PO levels in most recent years, yet with inter-provincial differences of up to one magnitude in 2018; in about half the provinces, dispensing fell to below-2005 levels. British Columbia had the largest decline in strong PO dispensing from its peak rate (− 48.5%) in 2011. Weak opioid dispensing trends remained more inconsistent and bifurcated across Canada. The distinct effects of individual—including many provincially initiated and governed—PO control measures urgently need to be evaluated. In the meantime, recent reductions in general PO availability across Canada appear to have contributed to shortages in opioid supply for existent, sizable (including non-medical) user populations and may have contributed to recent marked increases in illicit opioid use and harms (including rising deaths).
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- 2020
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