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1.
Subst Use Misuse ; 56(12): 1837-1845, 2021.
Article in English | MEDLINE | ID: mdl-34378487

ABSTRACT

BACKGROUND: People who use illicit drugs (PWUD) experience various adverse health outcomes leading to increased healthcare service utilization. PWUD are also a highly mobile population which poses challenges to healthcare delivery. The objective of this study was to identify migration patterns from the Downtown Eastside (DTES), an urban illicit drug scene in Vancouver and to estimate the impact of different migration patterns on two outcomes: a) emergency department (ED) visits and b) ED visits resulting in inpatient admission among PWUD. METHODS: Three prospective cohorts of PWUD in Vancouver were linked with regional ED data. We defined the optimal number of trajectory groups that best represented distinct patterns of migration from Vancouver's DTES using a latent class growth analysis. Then, generalized estimating equations were used to estimate the effect of migration patterns on the two ED outcomes. RESULTS: Four distinct migration trajectory patterns were identified among the 1210 included participants: PWUD who consistently lived in the DTES, those who migrated out of DTES early, those who migrated out of DTES late, and those who frequently revisited the DTES. Participants who frequently revisited the DTES had higher odds of an ED visit (adjusted odds ratio = 1.62; 95% confidence interval: 1.28-2.06). There was no significant association between migration patterns and inpatient admission. CONCLUSIONS: We found that PWUD who frequently revisited the DTES were more likely to have utilized the ED, suggesting that there may be a subgroup of PWUD who are at increased risk of experiencing negative health outcomes.Supplemental data for this article is available online at 10.1080/10826084.2021.1958849.


Subject(s)
Drug Users , Illicit Drugs , Canada , Emergency Service, Hospital , Humans , Prospective Studies
3.
Drug Alcohol Rev ; 39(7): 924-931, 2020 11.
Article in English | MEDLINE | ID: mdl-32485075

ABSTRACT

INTRODUCTION AND AIMS: People who use illicit drugs (PWUD) are vulnerable to an array of negative health outcomes, and increased hospital services utilisation. PWUD are also a transient population which poses challenges to the provision of optimal health care. The objective of this study was to identify out-migration patterns from Vancouver's Downtown Eastside (DTES), a neighbourhood where services for PWUD are concentrated, and to estimate the impact of these patterns on hospitalisation events among PWUD. DESIGN AND METHODS: Data were collected through three prospective cohorts of PWUD in Vancouver, which were linked with health administrative data. Latent class growth analysis was used to define migration trajectory groups. Poisson regression was used to estimate the effect of migration patterns on hospitalisation events. RESULTS: A total of 1180 participants were included in the study. Four latent classes were identified: early migration out (243, 20.6%); frequent revisit (112, 9.5%); late migration out (219, 18.6%); and consistently living in the DTES (606, 51.4%). Compared with those who consistently lived in the DTES, participants in the early migration out group had lower hospitalisation events (adjusted rate ratio = 0.65; 95% confidence interval: 0.48-0.90). DISCUSSION AND CONCLUSION: We found that PWUD who migrated out of the DTES early had lower hospitalisation events compared to those who consistently lived in the DTES, which may be a function of lesser addiction severity among this trajectory group. These findings underscore a need to provide transitional health and social service supports for other trajectory groups in an effort to minimise hospitalisation for preventable causes.


Subject(s)
Drug Users , Illicit Drugs , Substance-Related Disorders , Canada/epidemiology , Hospitalization , Humans , Prospective Studies , Substance-Related Disorders/epidemiology
4.
J Subst Abuse Treat ; 107: 17-23, 2019 12.
Article in English | MEDLINE | ID: mdl-31757260

ABSTRACT

The objective of this study was to identify migration patterns from an open illicit drug scene (the Downtown Eastside [DTES] neighborhood) and describe factors associated with these migration patterns. Data were derived from three cohorts of people who use illicit drugs in Vancouver, Canada. Defined using latent class growth analysis, we identified four distinct migration trajectory groups: 1) consistently living in the DTES (47.8%); 2) early migration out, with a median time of migrating out of DTES of 5.3 months (21.5%); 3) late migration out, with a median time of migrating out of DTES of 38.0 months (20.1%); and 4) frequent revisit back-and-forth to DTES (10.6%). In a multivariable model, compared to the "consistently living in the DTES" group, factors associated with the "frequent revisit" group included being enrolled in non-pharmacological addiction treatment and having an HCV-positive serostatus. Factors associated with the "early migration out" group included being enrolled in detoxification or in other non-pharmacological addiction treatment, later calendar year, being on income assistance, living in a single room occupancy hotel, and having an HCV-positive serostatus. These findings point to the need for appropriate distribution of services in order to meet the needs of this population.


Subject(s)
Drug Users/statistics & numerical data , Hepatitis C/epidemiology , Public Assistance/statistics & numerical data , Residence Characteristics/statistics & numerical data , Substance-Related Disorders/epidemiology , Adult , British Columbia/epidemiology , Comorbidity , Female , Health Services Needs and Demand , Humans , Illicit Drugs , Longitudinal Studies , Male , Population Dynamics/statistics & numerical data , Substance-Related Disorders/rehabilitation
5.
BMJ Open ; 9(7): e030530, 2019 07 11.
Article in English | MEDLINE | ID: mdl-31300509

ABSTRACT

OBJECTIVES: Administrative data are increasingly being used for surveillance and monitoring of mental health and substance use disorders (MHSUD) across Canada. However, the validity of the diagnostic codes specific to MHSUD is unknown in emergency departments (EDs). Our objective was to determine the concordance, and individual-level and hospital-level factors associated with concordance, between diagnosis codes assigned in ED and at discharge from hospital for MHSUD-related conditions. DESIGN: Population-based retrospective cohort study. SETTING: EDs and hospitals within Vancouver Coastal Health Authority (VCH), British Columbia, Canada. PARTICIPANTS: 16 926 individuals who were admitted into a VCH hospital following an ED visit from 1 April 2009 to 31 March 2017, contributing to 48 116 pairs of ED and hospital discharge diagnoses. PRIMARY AND SECONDARY OUTCOME MEASURES: We examined concordance in identifying MHSUD between the primary discharge diagnosis codes based on the International Statistical Classification of Diseases, 9th and 10th Revisions (Canada) assigned in the ED and those assigned in the hospital among all ED visits resulting in a hospital admission. We calculated the percent overall agreement, positive agreement, negative agreement and Cohen's kappa coefficient. We performed multiple regression analyses to identify factors independently associated with discordance. RESULTS: We found a high level of concordance for broad categories of MH conditions (overall agreement=0.89, positive agreement=0.74 and kappa=0.67), and a fair level of concordance for SUDs (overall agreement=0.89, positive agreement=0.31 and kappa=0.27). SUDs were less likely to be indicated as the primary cause in ED as opposed to in hospital (3.8% vs 11.7%). In multiple regression analyses, ED visits occurring during holidays, weekends and overnight (21:00-8:59 hours) were associated with increased odds of discordance in identifying MH conditions (adjusted OR 1.47, 95% CI 1.11 to 1.93; 1.27, 95% CI 1.16 to 1.40; 1.30, 95% CI 1.19 to 1.42, respectively). CONCLUSIONS: ED data could be used to improve surveillance and monitoring of MHSUD. Future efforts are needed to improve screening for individuals with MHSUD and subsequently connect them to treatment and follow-up care.


Subject(s)
Emergency Service, Hospital/standards , Hospital Records/statistics & numerical data , Mental Disorders/diagnosis , Adult , Aged , Emergency Service, Hospital/statistics & numerical data , Female , Humans , International Classification of Diseases/standards , Male , Middle Aged , Retrospective Studies , Substance-Related Disorders/diagnosis , Young Adult
6.
Int J Drug Policy ; 59: 16-23, 2018 09.
Article in English | MEDLINE | ID: mdl-29966804

ABSTRACT

People who use drugs (PWUD) frequently have complex health care needs, yet face multiple barriers to accessing services. Involving PWUD in health service design and evaluation can enhance the quality of data collected and ensure policy and practice improvements reflect the expressed needs of the population. However, PWUD remain largely excluded from the evaluation of health services that directly affect their lives, including development of patient-reported experience measures (PREMS) that have gained prominence in health services research and clinical practice. Detailed descriptions of PWUD participation in survey design are notably absent in the literature. In this commentary, we present a case that demonstrates how PWUD can contribute meaningfully to the development of questionnaires that assess patient-reported health care experiences. We describe the development, implementation and outcomes of a process to engage local drug user organizations in the evaluation of a redesign and reorientation of health service delivery in the Downtown Eastside (DTES) neighborhood of Vancouver, Canada. Through this process, participants contributed critical elements to the design of a patient-reported experience measure, including: (1) identifying unmet service needs in the neighborhood; (2) identifying local barriers and facilitators to care; (3) formulating questions on cultural safety; and (4) improving structure, language and clarity of the questionnaire. We highlight lessons learned from the process, reflecting on the strengths, challenges and ethical considerations associated with community-based approaches to questionnaire development. The workshop model presented here illustrates one flexible and promising approach to enabling meaningful participation of PWUD in questionnaire development.


Subject(s)
Community-Based Participatory Research/methods , Drug Users/psychology , Patient Reported Outcome Measures , Surveys and Questionnaires , Canada , Cities , Female , Focus Groups , Health Services Accessibility , Humans , Male , Organizational Case Studies , Policy Making , Program Development/methods
7.
Healthc Policy ; 9(4): 32-47, 2014 May.
Article in English | MEDLINE | ID: mdl-24973482

ABSTRACT

BACKGROUND: British Columbia's primary care reform (initiated in 2002) aims to promote "full-service family practice" through incentive payments and other practice support programs. Despite attention to policy, no longitudinal analysis has been conducted of the activities of BC primary care physicians. METHODS: This study employed linked administrative health data from 1991/92 through 2009/10 to describe dimensions of care from the definition of "full-service family practice" used in BC reform, grouped into four categories: access, continuity, coordination and comprehensiveness. RESULTS: Access, continuity and coordination of care fell over the study period (p < 0.001). Some dimensions reflecting comprehensiveness of care declined (obstetrics and geriatric care), though the remainder did not change significantly. Overall declining trends were consistent across physician characteristics and remained significant when accounting for shifts to non- fee-for-service payment. CONCLUSION: Findings suggest efforts are not achieving their intended aims. Rigorous evaluation of individual components of reform is needed.


Subject(s)
Family Practice/statistics & numerical data , Adult , Aged , British Columbia/epidemiology , Continuity of Patient Care/statistics & numerical data , Family Practice/standards , Family Practice/trends , Female , Health Care Reform , Health Policy , Health Services Accessibility/statistics & numerical data , Humans , Male , Middle Aged , Physicians, Primary Care/statistics & numerical data
8.
Can J Aging ; 32(2): 173-83, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23701920

ABSTRACT

This article describes British Columbia's regulatory model for assisted living and used time series analysis to examine individuals' use of health care services before and after moving to assisted living. The 4,219 assisted living residents studied were older and predominantly female, with 73 per cent having one or more major chronic conditions. Use of health care services tended to increase before the move to assisted living, drop at the time of the move (most notably for general practitioners, medical specialists, and acute care), and remain low for the 12-month follow-up period. These apparent positive effects are not trivial; the cohort of 1,894 assisted living residents used 18,000 fewer acute care days in the year after, compared to the year before, their move. Future research should address whether and how assisted living affects longer-term pathways of care for older adults and ultimately their function and quality of life.


Subject(s)
Assisted Living Facilities , Health Services/statistics & numerical data , Aged , Aged, 80 and over , Assisted Living Facilities/economics , Assisted Living Facilities/legislation & jurisprudence , Assisted Living Facilities/standards , British Columbia , Cohort Studies , Female , Humans , Male , Sex Distribution
9.
Healthc Policy ; 7(1): 41-54, 2011 Aug.
Article in English | MEDLINE | ID: mdl-22851985

ABSTRACT

Conventional wisdom holds that Canada suffers from a physician shortage, yet expenditures for physicians' services continue to increase rapidly. We address this apparent paradox, analyzing fee-for-service payments to physicians in British Columbia in 1996/97 and 2005/06. Age-specific per capita expenditures (adjusted for fee changes) rose 1% per year over this period, adding $174 million to 2005/06 expenditures. We partition these increases into changes in the proportion of the population seeing a physician; the number of unique physicians seen; the number of visits per physician; and the average expenditure per visit. Expenditures on laboratory and imaging services, particularly for the elderly and very elderly, have increased dramatically. By contrast, primary care services for the non-elderly appear to have declined. The causes and health consequences of these large changes deserve serious attention.

10.
Healthc Policy ; 5 Spec no: 65-76, 2009 Nov.
Article in English | MEDLINE | ID: mdl-21037904

ABSTRACT

WHAT DID WE DO?: This paper describes the creation of a population research registry as part of an information system to support primary healthcare (PHC) research in British Columbia. The population registry includes all residents of the province who were either eligible to use or actually used healthcare services, together with demographic, geographic, health status, registration and service use data. The PHC population research registry is built using administrative data inputs, and data are anonymized to comply with privacy and confidentiality standards. WHAT DID WE LEARN?: The registry provides data to undertake research into PHC needs and service utilization. It facilitates both population-based research as well as research on population subgroups. Combined with anonymous physician and utilization data, the information system can be used to study service utilization rates for population-based analyses. Over the longer term, the information will contribute to our understanding of PHC qualities and outcomes. WHAT ARE THE IMPLICATIONS?: Continued completeness of the population research registry depends upon full administrative source data. Planning to ensure complete data capture is critical both for the research registry and our ability to undertake population-based PHC research.

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