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1.
Can Fam Physician ; 67(8): 601-607, 2021 08.
Article in English | MEDLINE | ID: mdl-34385208

ABSTRACT

OBJECTIVE: To test the feasibility of reporting diabetes indicators at a regional and community level in order to provide feedback to local leaders on health system performance. DESIGN: Analysis of administrative data from hospital discharges and physician billings. SETTING: Sioux Lookout region of Ontario. PARTICIPANTS: Residents from 30 remote communities served by the Sioux Lookout First Nations Health Authority. MAIN OUTCOME MEASURES: Incidence and prevalence of diabetes and incidence of diabetes complications, including heart attack, stroke, retinopathy, amputations, end-stage kidney disease, diabetes-related hospitalizations, and death. RESULTS: Data were available for 18 542 residents from the 30 remote communities. Residents were almost entirely of First Nations descent. The prevalence of diabetes was 12.9%, the annual incidence was 1.0%, and the annual rate of complications was 5.4% in 2015-2016. Prevalence increased slightly over time. We had sufficient data to report prevalence in 25 of 30 communities (average population 738; range 234 to 2626). We reported statistically significant differences in prevalence by community; 8 were above average and 2 were below average. For diabetes complications, data were pooled over 5 years, and while community-level results could be reported, the variance was too high to allow detection of significant differences. Using 2-tailed t tests for difference of proportions, we determined that grouping communities into subregions of approximately 2000 persons would permit the detection of differences of 30% from the average 5-year complication rate. CONCLUSION: This study demonstrates the possibility of reporting diabetes prevalence by individual First Nations reserve communities. Complication rates can be reported by individual community, but estimates are more useful for comparison if the smallest communities are grouped together. Such studies could be replicated across Canada to promote local use of these data for resource planning and monitoring long-term progress of diabetes programs and services.


Subject(s)
Diabetes Mellitus , Indians, North American , Diabetes Mellitus/epidemiology , Humans , Incidence , Ontario/epidemiology , Prevalence
2.
Chest ; 155(4): 771-777, 2019 04.
Article in English | MEDLINE | ID: mdl-30664858

ABSTRACT

BACKGROUND: There is limited knowledge on what proportions of patients with COPD receive ambulatory care from primary care physicians, pulmonologists, or other specialists. We evaluated the types and combinations of physicians who provide ambulatory care to patients with COPD. METHODS: We conducted a population-based cross-sectional study using health administrative datasets from Ontario, Canada between April 1, 2014 and March 31, 2015. Individuals age 35 years and older with physician-diagnosed COPD were identified, using a previously validated COPD case definition. The primary outcomes were ambulatory visits to primary care physicians, pulmonologists, and all other specialists within a 1-year period. RESULTS: There were 895,155 individuals identified as having physician-diagnosed COPD. Of those, 56,533 individuals (6.3%) had no ambulatory care visits, 802,327 (89.6%) saw primary care physicians, and 95,782 (10.7%) consulted pulmonologists. By comparison, 736,496 (82.3%) saw other specialists, and 218,997 (24.5%) saw cardiologists. There were 32,473 individuals (3.6%) who underwent COPD-related hospitalizations. Of those in the subcohort with one hospitalization, about 30.0% saw pulmonologists; 43.7% of those who underwent two or more hospitalizations saw pulmonologists, and 9.9% with no hospitalization consulted pulmonologists. CONCLUSIONS: Primary care physicians play a substantial role in caring for patients with COPD. But only one-half as many patients with COPD saw pulmonologists than cardiologists, suggesting that COPD may receive less specialty care compared with other chronic medical conditions. This information can help inform COPD care strategies to improve COPD care and minimize exacerbations and associated health-care costs. It also suggests a need for more research to provide guidance on when patients with COPD should be referred to pulmonologists.


Subject(s)
Ambulatory Care/methods , Physician's Role , Physicians, Primary Care/statistics & numerical data , Pulmonary Disease, Chronic Obstructive/therapy , Pulmonologists/statistics & numerical data , Adult , Aged , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Morbidity/trends , Ontario/epidemiology , Pulmonary Disease, Chronic Obstructive/epidemiology , Retrospective Studies
3.
JAMA Intern Med ; 178(11): 1516-1525, 2018 11 01.
Article in English | MEDLINE | ID: mdl-30304456

ABSTRACT

Importance: International nephrology societies advise against nonsteroidal anti-inflammatory drug (NSAID) use in patients with hypertension, heart failure, or chronic kidney disease (CKD); however, recent studies have not investigated the frequency or associations of use in these patients. Objectives: To estimate the frequency of and variation in prescription NSAID use among high-risk patients, to identify characteristics associated with prescription NSAID use, and to investigate whether use is associated with short-term, safety-related outcomes. Design, Setting, and Participants: In this retrospective cohort study, administrative claims databases were linked to create a cohort of primary care visits for a musculoskeletal disorder involving patients 65 years and older with a history of hypertension, heart failure, or CKD between April 1, 2012, and March 31, 2016, in Ontario, Canada. Exposure: Prescription NSAID use was defined as at least 1 patient-level Ontario Drug Benefit claim for a prescription NSAID dispensing within 7 days after a visit. Main Outcomes and Measures: Multiple cardiovascular and renal safety-related outcomes were observed between 8 and 37 days after each visit, including cardiac complications (any emergency department visit or hospitalization for cardiovascular disease), renal complications (any hospitalization for hyperkalemia, acute kidney injury, or dialysis), and death. Results: The study identified 2 415 291 musculoskeletal-related primary care visits by 814 049 older adults (mean [SD] age, 75.3 [4.0] years; 61.1% female) with hypertension, heart failure, or CKD, of which 224 825 (9.3%) were followed by prescription NSAID use. The median physician-level prescribing rate was 11.0% (interquartile range, 6.7%-16.7%) among 7365 primary care physicians. Within a sample of 35 552 matched patient pairs, each consisting of an exposed and nonexposed patient matched on the logit of their propensity score for prescription NSAID use (exposure), the study found similar rates of cardiac complications (288 [0.8%] vs 279 [0.8%]), renal complications (34 [0.1%] vs 33 [0.1%]), and death (27 [0.1%] vs 30 [0.1%]). For cardiovascular and renal-safety related outcomes, there was no difference between exposed patients (308 [0.9%]) and nonexposed patients (300 [0.8%]) (absolute risk reduction, 0.0003; 95% CI, -0.001 to 0.002; P = .74). Conclusions and Relevance: While prescription NSAID use in primary care was frequent among high-risk patients, with widespread physician-level variation, use was not associated with increased risk of short-term, safety-related outcomes.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Heart Failure/complications , Hypertension/complications , Musculoskeletal Diseases/drug therapy , Prescription Drugs/therapeutic use , Renal Insufficiency, Chronic/complications , Aged , Aged, 80 and over , Female , Humans , Male , Musculoskeletal Diseases/complications , Retrospective Studies
4.
JAMA Netw Open ; 1(6): e183506, 2018 10 05.
Article in English | MEDLINE | ID: mdl-30646242

ABSTRACT

Importance: Efforts to reduce low-value tests and treatments in primary care are often ineffective. These efforts typically target physicians broadly, most of whom order low-value care infrequently. Objectives: To measure physician-level use rates of 4 low-value screening tests in primary care to investigate the presence and characteristics of primary care physicians who frequently order low-value care. Design, Setting, and Participants: A retrospective cohort study was conducted using administrative health care claims collected between April 1, 2012, and March 31, 2016, in Ontario, Canada. This study measured use of 4 low-value screening tests-repeated dual-energy x-ray absorptiometry (DXA) scans, electrocardiograms (ECGs), Papanicolaou (Pap) tests, and chest radiographs (CXRs)-among low-risk outpatients rostered to a common cohort of primary care physicians. Exposures: Physician sex, years since medical school graduation, and primary care model. Main Outcomes and Measures: This study measured the number of tests to which a given physician ranked in the top quintile by ordering rate. The resulting cross-test score (range, 0-4) reflects a physician's propensity to order low-value care across screening tests. Physicians were then dichotomized into infrequent or isolated frequent users (score, 0 or 1, respectively) or generalized frequent users for 2 or more tests (score, ≥2). Results: The final sample consisted of 2394 primary care physicians (mean [SD] age, 51.3 [10.0] years; 50.2% female), who were predominantly Canadian medical school graduates (1701 [71.1%]), far removed from medical school graduation (median, 25.3 years; interquartile range, 17.3-32.3 years), and reimbursed via fee-for-service in a family health group (1130 [47.2%]). They ordered 302 509 low-value screening tests (74 167 DXA scans, 179 855 ECGs, 19 906 Pap tests, and 28 581 CXRs) after 3 428 557 ordering opportunities. Within the cohort, generalized frequent users represented 18.4% (441 of 2394) of physicians but ordered 39.2% (118 665 of 302 509) of all low-value screening tests. Physicians who were male (odds ratio, 1.29; 95% CI, 1.01-1.64), further removed from medical school graduation (odds ratio, 1.03; 95% CI, 1.02-1.04), or in an enhanced fee-for-service payment model (family health group) vs a capitated payment model (family health team) (odds ratio, 2.04; 95% CI, 1.42-2.94) had increased odds of being generalized frequent users. Conclusions and Relevance: This study identified a group of primary care physicians who frequently ordered low-value screening tests. Tailoring future interventions to these generalized frequent users might be an effective approach to reducing low-value care.


Subject(s)
Mass Screening/statistics & numerical data , Physicians, Primary Care/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Adult , Female , Humans , Male , Middle Aged , Ontario/epidemiology , Retrospective Studies
5.
Eur Respir J ; 45(1): 51-9, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25142481

ABSTRACT

Chronic obstructive pulmonary disease (COPD) has been associated with many types of comorbidity. We aimed to quantify the real world impact of COPD on lower respiratory tract infection, cardiovascular disease, diabetes, psychiatric disease, musculoskeletal disease and cancer, and their impact on COPD through health services. A population study using health administrative data from Ontario, Canada, in 2008-2012 was conducted. Absolute and adjusted relative rates of ambulatory care visits, emergency department visits and hospitalisations for the comorbidities of interest in people with and without COPD were determined and compared. Among 7 241 591 adults, 909 948 (12.6%) had COPD. Over half of all lung cancer, a third of all lower respiratory tract infection and cardiovascular disease, a quarter of all low trauma fracture, and a fifth of all psychiatric, musculoskeletal, non-lung cancer and diabetes ambulatory care visits, emergency department visits and hospitalisations in Ontario were used by people with COPD. Individuals with COPD used about five times more health services for lung cancer, and two times more health services for lower respiratory tract infections and cardiovascular disease than people without COPD. Individuals with COPD use a disproportionate amount of health services for comorbid disease, placing significant burden on the healthcare system.


Subject(s)
Pulmonary Disease, Chronic Obstructive/complications , Pulmonary Disease, Chronic Obstructive/epidemiology , Adult , Aged , Cardiovascular Diseases/complications , Comorbidity , Diabetes Complications/pathology , Female , Humans , Longitudinal Studies , Lung Neoplasms/complications , Male , Mental Disorders/complications , Middle Aged , Models, Statistical , Musculoskeletal Diseases/complications , Neoplasms/complications , Ontario , Pulmonary Disease, Chronic Obstructive/diagnosis , Respiratory Tract Infections/complications , Risk Factors , Sensitivity and Specificity
6.
Int J Environ Res Public Health ; 10(12): 7299-309, 2013 Dec 17.
Article in English | MEDLINE | ID: mdl-24351748

ABSTRACT

Interest has been increasing in regulating the location and number of tobacco vendors as part of a comprehensive tobacco control program. The objective of this paper is to examine the distribution of tobacco outlets in a large jurisdiction, to assess: (1) whether tobacco outlets are more likely to be located in vulnerable areas; and (2) what proportion of tobacco outlets are located close to schools. Retail locations across the Province of Ontario from Ministry of Health Promotion data were linked to 2006 Census data at the neighbourhood level. There was one tobacco retail outlet for every 1,000 people over age 15 in Ontario. Density of outlets varied by public health unit, and was associated with the number of smokers. Tobacco outlets were more likely to be located in areas that had high neighbourhood deprivation, in both rural and urban areas. Outlets were less likely to be located in areas with high immigrant populations in urban areas, with the reverse being true for rural areas. Overall, 65% of tobacco retailers were located within 500 m of a school. The sale of tobacco products is ubiquitous, however, neighbourhoods with lower socio-economic status are more likely to have easier availability of tobacco products and most retailers are located within walking distance of a school. The results suggest the importance of policies to regulate the location of tobacco retail outlets.


Subject(s)
Tobacco Industry/organization & administration , Tobacco Products/economics , Commerce , Geography , Ontario , Residence Characteristics , Socioeconomic Factors , Tobacco Industry/economics
7.
CMAJ ; 185(7): E287-94, 2013 Apr 16.
Article in English | MEDLINE | ID: mdl-23460630

ABSTRACT

BACKGROUND: High tobacco prices, typically achieved through taxation, are an evidence-based strategy to reduce tobacco use. However, the presence of inexpensive contraband tobacco could undermine this effective intervention by providing an accessible alternative to quitting. We assessed whether the use of contraband tobacco negatively affects smoking cessation outcomes. METHODS: We evaluated data from 2786 people who smoked, aged 18 years or older, who participated in the population-based longitudinal Ontario Tobacco Survey. We analyzed associations between use of contraband tobacco and smoking cessation outcomes (attempting to quit, 30-d cessation and long-term cessation at 1 yr follow-up). RESULTS: Compared with people who smoked premium or discount cigarettes, people who reported usually smoking contraband cigarettes at baseline were heavier smokers, perceived greater addiction, identified more barriers to quitting and were more likely to have used pharmacotherapy for smoking cessation. People who smoked contraband cigarettes were less likely to report a period of 30-day cessation during the subsequent 6 months (adjusted relative risk [RR] 0.23, 95% confidence interval [CI] 0.09-0.61) and 1 year (adjusted RR 0.30, 95% CI 0.14-0.61), but they did not differ significantly from other people who smoked regarding attempts to quit (at 6 mo, adjusted RR 0.74, 95% CI 0.43-1.20) or long-term cessation (adjusted RR 0.24, 95% CI 0.04-1.34). INTERPRETATION: Smoking contraband cigarettes was negatively associated with short-term smoking cessation. Access to contraband tobacco may therefore undermine public health efforts to reduce the use of tobacco at the population level.


Subject(s)
Smoking Cessation/psychology , Smoking Prevention , Smoking/epidemiology , Tobacco Products/economics , Tobacco Use Disorder/epidemiology , Adult , Cohort Studies , Female , Humans , Male , Middle Aged , Ontario , Smoking/economics , Smoking Cessation/economics , Taxes/economics , Taxes/legislation & jurisprudence , Tobacco Products/supply & distribution , Tobacco Use Disorder/prevention & control , Tobacco Use Disorder/psychology , Young Adult
8.
Nicotine Tob Res ; 15(7): 1201-10, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23231826

ABSTRACT

INTRODUCTION: Few studies have examined the transitions of smokers in the general population through multiple periods of daily, occasional smoking, or abstinence over time. Transitions from daily to occasional smoking are particularly of interest as these may be steps toward cessation. METHODS: The Ontario Tobacco Survey panel study followed 4,355 baseline smokers, semiannually for up to 3 years. Probabilities of all possible changes in smoking status more than 6 months were estimated using 13,000 repeated measures observations generated from sets of 3 consecutive interviews (n = 9,932 daily smokers, 1,245 occasion smokers, and 1,823 abstinent for at least 30 days, at Time 1). RESULTS: For initial daily smokers, an estimated 83% remained daily smokers more than 2 follow-ups. The majority of those who had been abstinent for 30 days at 1 interview, were also former smokers at the following interview. In contrast, occasional smoking status was unstable and future smoking status was dependent upon smoking history and subjective dependence. Among daily smokers who became occasional smokers 6 months later, an estimated 20% became a former smoker, at the next interview, but 50% returned to daily smoking. Daily, turned occasional smokers who rebounded back to daily smoking were more likely to describe themselves as addicted at Time 1. Continuing occasional smokers were somewhat less likely to intend to quit, or have tried, despite considering themselves less addicted. CONCLUSIONS: Reducing to occasional smoking can be a stepping stone toward cessation but entails a greater risk of return to daily smoking, compared with complete abstinence.


Subject(s)
Smoking Cessation/methods , Smoking/psychology , Adult , Female , Humans , Interviews as Topic , Longitudinal Studies , Male , Middle Aged , Ontario/epidemiology , Smoking/epidemiology , Smoking Cessation/psychology , Time Factors
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