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Morris E, McGrail K, Cressman S, Stewart SE, Austin J. Assessing the impact of psychiatric genetic counseling on psychiatric hospitalizations. Clin Genet 2024; 105:630-638. [PMID: 38342854 DOI: 10.1111/cge.14493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 01/18/2024] [Accepted: 01/21/2024] [Indexed: 02/13/2024]
Abstract
Psychiatric genetic counseling (pGC) can improve patient empowerment and self-efficacy. We explored the relationship between pGC and psychiatric hospitalizations, for which no prior data exist. Using Population Data BC (a provincial dataset), we tested two hypotheses: (1) among patients (>18 years) with psychiatric conditions who received pGC between May 2010 and Dec 2016 (N = 387), compared with the year pre-pGC, in the year post-pGC there would be fewer (a) individuals hospitalized and (b) total hospital admissions; and (2) using a matched cohort design, compared with controls (N = 363, matched 1:4 for sex, diagnosis, time since diagnosis, region, and age, and assigned a pseudo pGC index date), the pGC cohort (N = 91) would have (a) more individuals whose number of hospitalizations decreased and (b) fewer hospitalizations post-pGC/pseudo-index. We also explored total days in hospital. Within the pGC cohort, there were fewer hospitalizations post-pGC than pre- pGC (p = 0.011, OR = 1.69), and total days in hospital decreased (1085 to 669). However, when compared to matched controls, the post-pGC/pseudo index change in hospitalizations among pGC cases was not statistically significant, even after controlling for the higher number of hospitalizations prior. pGC may lead to fewer psychiatric hospitalizations and cost savings; further studies exploring this are warranted.
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Affiliation(s)
- Emily Morris
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kimberlyn McGrail
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - Sonya Cressman
- University of British Columbia Digital Emergency Medicine, Vancouver, British Columbia, Canada
- Centre for Clinical Epidemiology and Evaluation, Simon Fraser University, Burnaby, British Columbia, Canada
| | - S Evelyn Stewart
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada
| | - Jehannine Austin
- Department of Psychiatry, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
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Qi J, Bhatti P, Spinelli JJ, Murphy RA. Antihypertensive medications and risk of colorectal cancer in British Columbia. Front Pharmacol 2023; 14:1301423. [PMID: 38026942 PMCID: PMC10662292 DOI: 10.3389/fphar.2023.1301423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction: There is conflicting evidence for the association between antihypertensive medications and colorectal cancer risk, possibly reflecting methodological limitations of previously conducted studies. Here, we aimed to clarify associations between commonly prescribed antihypertensive medication classes and colorectal cancer risk in a large, retrospective, cohort study. Methods: Using linked administrative data between 1996 and 2017 from British Columbia, we identified a cohort of 1,693,297 men and women who were 50 years of age or older, initially cancer-free and nonusers of antihypertensive medications. Medication use was parameterized as ever use, cumulative duration, and cumulative dose. Cox proportional hazard models were used to estimate hazard ratios (HRs) and associated 95% confidence intervals (95% CIs) for associations of time-varying medication use [angiotensin-converting enzyme inhibitors (ACEIs), angiotensin II receptor blockers (ARBs), beta-blockers (BBs), calcium channel blockers (CCBs), and diuretics] with colorectal cancer risk. Results: There were 28,460 incident cases of colorectal cancer identified over the follow-up period (mean = 12.9 years). When medication use was assessed as ever/never, diuretics were associated with increased risk of colorectal cancer (HR 1.08, 95% CI 1.04-1.12). However, no similar association was observed with cumulative duration or cumulative dose of diuretics. No significant associations between the other four classes of medications and colorectal cancer risk were observed. Conclusion: No compelling evidence of associations between antihypertensive medications and colorectal cancer were observed.
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Affiliation(s)
- Jia Qi
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Cancer Control Research, BC Cancer, Vancouver, BC, Canada
| | - Parveen Bhatti
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Cancer Control Research, BC Cancer, Vancouver, BC, Canada
| | - John J. Spinelli
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
| | - Rachel A. Murphy
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Cancer Control Research, BC Cancer, Vancouver, BC, Canada
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Moe J, Wang YE, Schull MJ, Dong K, McGregor MJ, Hohl CM, Holroyd BR, McGrail KM. Characterizing people with frequent emergency department visits and substance use: a retrospective cohort study of linked administrative data in Ontario, Alberta, and B.C., Canada. BMC Emerg Med 2022; 22:127. [PMID: 35836121 PMCID: PMC9281237 DOI: 10.1186/s12873-022-00673-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 06/15/2022] [Indexed: 11/22/2022] Open
Abstract
Background Substance use is common among people who visit emergency departments (EDs) frequently. We aimed to characterize subgroups within this cohort to better understand care needs/gaps, and generalizability of characteristics in three Canadian provinces. Methods This was a retrospective cohort study (April 1st, 2013 to March 31st, 2016) of ED patients in Ontario, Alberta, and British Columbia (B.C.) We included patients ≥ 18 years with substance use-related healthcare contact during the study period and frequent ED visits, defined as those in the top 10% of ED utilization when all patients were ordered by annual ED visit number. We used linked administrative databases including ED visits and hospitalizations (all provinces); mental heath-related hospitalizations (Ontario and Alberta); and prescriptions, physician services, and mortality (B.C.). We compared to cohorts of people with (1) frequent ED visits and no substance use, and (2) non-frequent ED visits and substance use. We employed cluster analysis to identify subgroups with distinct visit patterns and clinical characteristics during index year, April 1st, 2014 to March 31st, 2015. Results In 2014/15, we identified 19,604, 7,706, and 9,404 people with frequent ED visits and substance use in Ontario, Alberta, and B.C (median 37–43 years; 60.9–63.0% male), whose ED visits and hospitalizations were higher than comparison groups. In all provinces, cluster analyses identified subgroups with “extreme” and “moderate” frequent visits (median 13–19 versus 4–6 visits/year). “Extreme” versus “moderate” subgroups had more hospitalizations, mental health-related ED visits, general practitioner visits but less continuity with one provider, more commonly left against medical advice, and had higher 365-day mortality in B.C. (9.3% versus 6.6%; versus 10.4% among people with frequent ED visits and no substance use, and 4.3% among people with non-frequent ED visits and substance use). The most common ED diagnosis was acute alcohol intoxication in all subgroups. Conclusions Subgroups of people with “extreme” (13–19 visits/year) and “moderate” (4–6 visits/year) frequent ED visits and substance use had similar utilization patterns and characteristics in Ontario, Alberta, and B.C., and the “extreme” subgroup had high mortality. Our findings suggest a need for improved evidence-based substance use disorder management, and strengthened continuity with primary and mental healthcare. Supplementary Information The online version contains supplementary material available at 10.1186/s12873-022-00673-x.
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Affiliation(s)
- Jessica Moe
- Department of Emergency Medicine, University of British Columbia, Diamond Health Care Centre, 11th Floor - 2775 Laurel Street, Vancouver, BC, V5Z 1M9, Canada. .,Department of Emergency Medicine, Vancouver General Hospital, 920 West 10th Avenue, Vancouver, BC, V5Z 1M9, Canada. .,BC Centre for Disease Control, 655 West 12th Avenue, Vancouver, BC, V5Z 4R4, Canada.
| | - Yueqiao Elle Wang
- Department of Emergency Medicine, University of British Columbia, Diamond Health Care Centre, 11th Floor - 2775 Laurel Street, Vancouver, BC, V5Z 1M9, Canada
| | - Michael J Schull
- Institute for Clinical Evaluative Sciences, G1 06, 075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.,Department of Medicine, University of Toronto, 27 King's College Circle, Toronto, ON, M5S 1A1, Canada
| | - Kathryn Dong
- Department of Emergency Medicine, University of Alberta, 790 University Terrace Building, 8303 - 112 Street, Edmonton, AB, T6G 2T4, Canada
| | - Margaret J McGregor
- Department of Family Practice, University of British Columbia, 3rd Floor David Strangway Building, 5950 University Boulevard, Vancouver, BC, V6T 1Z3, Canada
| | - Corinne M Hohl
- Department of Emergency Medicine, University of British Columbia, Diamond Health Care Centre, 11th Floor - 2775 Laurel Street, Vancouver, BC, V5Z 1M9, Canada.,Department of Emergency Medicine, Vancouver General Hospital, 920 West 10th Avenue, Vancouver, BC, V5Z 1M9, Canada
| | - Brian R Holroyd
- Department of Emergency Medicine, University of Alberta, 790 University Terrace Building, 8303 - 112 Street, Edmonton, AB, T6G 2T4, Canada.,Emergency Strategic Clinical Network, Alberta Health Services, 14th Floor, North Tower, 10030 - 107 Street NW, Edmonton, AB, T5J 3E4, Canada
| | - Kimberlyn M McGrail
- School of Population and Public Health and Centre for Health Services and Policy Research, University of British Columbia, 2206 East Mall, Vancouver, BC, V6T1Z3, Canada
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Kopec JA, Sayre EC, Okhmatovskaia A, Cibere J, Li LC, Bansback N, Wong H, Ghanbarian S, Esdaile JM. A comparison of three strategies to reduce the burden of osteoarthritis: A population-based microsimulation study. PLoS One 2021; 16:e0261017. [PMID: 34879102 PMCID: PMC8654220 DOI: 10.1371/journal.pone.0261017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Accepted: 11/22/2021] [Indexed: 12/12/2022] Open
Abstract
Objectives The purpose of this study was to compare three strategies for reducing population health burden of osteoarthritis (OA): improved pharmacological treatment of OA-related pain, improved access to joint replacement surgery, and prevention of OA by reducing obesity and overweight. Methods We applied a validated computer microsimulation model of OA in Canada. The model simulated a Canadian-representative open population aged 20 years and older. Variables in the model included demographics, body mass index, OA diagnosis, OA treatment, mortality, and health-related quality of life. Model parameters were derived from analyses of national surveys, population-based administrative data, a hospital-based cohort study, and the literature. We compared 8 what-if intervention scenarios in terms of disability-adjusted life years (DALYs) relative to base-case, over a wide range of time horizons. Results Reductions in DALYs depended on the type of intervention, magnitude of the intervention, and the time horizon. Medical interventions (a targeted increase in the use of painkillers) tended to produce effects quickly and were, therefore, most effective over a short time horizon (a decade). Surgical interventions (increased access to joint replacement) were most effective over a medium time horizon (two decades or longer). Preventive interventions required a substantial change in BMI to generate a significant impact, but produced more reduction in DALYs than treatment strategies over a very long time horizon (several decades). Conclusions In this population-based modeling study we assessed the potential impact of three different burden reduction strategies in OA. Data generated by our model may help inform the implementation of strategies to reduce the burden of OA in Canada and elsewhere.
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Affiliation(s)
- Jacek A. Kopec
- University of British Columbia, Vancouver, British Columbia, Canada
- * E-mail:
| | - Eric C. Sayre
- Arthritis Research Canada, Richmond, British Columbia, Canada
| | | | - Jolanda Cibere
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Linda C. Li
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Nick Bansback
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Hubert Wong
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Shahzad Ghanbarian
- Centre of Clinical Epidemiology and Evaluation, Vancouver, British Columbia, Canada
| | - John M. Esdaile
- University of British Columbia, Vancouver, British Columbia, Canada
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Moe J, O'Sullivan F, McGregor MJ, Schull MJ, Dong K, Holroyd BR, Grafstein E, Hohl CM, Trimble J, McGrail KM. Characteristics of frequent emergency department users in British Columbia, Canada: a retrospective analysis. CMAJ Open 2021; 9:E134-E141. [PMID: 33653768 PMCID: PMC8034376 DOI: 10.9778/cmajo.20200168] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Frequent emergency department users disproportionately account for rising health care costs. We aimed to characterize frequent emergency department users in British Columbia, Canada. METHODS We performed a retrospective analysis using health administrative databases. We included patients aged 18 years or more with at least 1 emergency department visit from 2012/13 to 2015/16, linked to hospital, physician billing, prescription and mortality data. We used annual emergency department visits made by the top 10% of patients to define frequent users (≥ 3 visits/year). RESULTS Over the study period, 13.8%-15.3% of patients seen in emergency departments were frequent users. We identified 205 136 frequent users among 1 196 353 emergency department visitors. Frequent users made 40.3% of total visits in 2015/16. From 2012/13 to 2015/16, their visit rates per 100 000 BC population showed a relative increase of 21.8%, versus 13.1% among all emergency department patients. Only 1.8% were frequent users in all study years. Mental illness accounted for 8.2% of visits among those less than 60 years of age, and circulatory or respiratory diagnoses for 13.3% of visits among those aged 60 or more. In 2015/16, frequent users were older and had lower household incomes than nonfrequent users; the sex distribution was similar. Frequent users had more prescriptions (median 9, interquartile range [IQR] 5-14 v. 1, IQR 1-3), primary care visits (median 15, IQR 9-27 v. 7, IQR 4-12) and hospital admissions (median 2, IQR 1-3 v. 1, IQR 1-1), and higher 1-year mortality (10.2% v. 3.5%) than nonfrequent users. INTERPRETATION Emergency department use by frequent users increased in BC between 2012/13 and 2015/16; these patients were heterogenous, had high mortality and rarely remained frequent users over multiple years. Our results suggest that interventions must account for heterogeneity and address triggers of frequent use episodes.
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Affiliation(s)
- Jessica Moe
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Fiona O'Sullivan
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Margaret J McGregor
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Michael J Schull
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Kathryn Dong
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Brian R Holroyd
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Eric Grafstein
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Corinne M Hohl
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Johanna Trimble
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
| | - Kimberlyn M McGrail
- Departments of Emergency Medicine (Moe, O'Sullivan, Grafstein, Hohl) and Family Practice (McGregor), University of British Columbia; Department of Emergency Medicine (Moe, Hohl), Vancouver General Hospital, Vancouver, BC; ICES Central (Schull); Department of Medicine (Schull), University of Toronto, Toronto, Ont.; Department of Emergency Medicine (Dong, Holroyd), University of Alberta; Emergency Strategic Clinical Network (Holroyd), Alberta Health Services, Edmonton, Alta.; Patients for Patient Safety Canada (Trimble), Roberts Creek, BC; School of Population and Public Health (McGrail), University of British Columbia; Population Data BC (McGrail), Vancouver, BC
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