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1.
J Clin Epidemiol ; 149: 23-35, 2022 09.
Article in English | MEDLINE | ID: mdl-35605885

ABSTRACT

BACKGROUND AND OBJECTIVES: Compare meta-analysis in a distributed network to individual-level analysis for assessment of time trends of health services utilization with health administrative data. METHODS: We used administrative data from Ontario, Canada to analyze temporal trends in pediatric inflammatory bowel disease health services use. Beta coefficients were obtained using negative binomial, logistic, and Cox proportional hazards regression models. We replicated the individual-level analyses in each Ontario Local Health Integration Network (LHIN), then meta-analyzed aggregate trends using both fixed and random effects meta-analysis. We compared the pooled estimates of effect with individual-level analysis. RESULTS: Beta coefficients, summary effect estimates, and 95% confidence intervals (CIs) from the meta-analysis of data from distributed networks were not different than those from individual-level data, regardless of meta-analytic approach used. For example, the 5-year odds ratio of colectomy in ulcerative colitis using individual-level analysis was 0.978 (95% CI 0.950 to 1.007) compared to distributed network fixed effects meta-analysis: 0.982 (95% CI 0.950 to 1.015), and random effects meta-analysis: 0.982 (95% CI 0.950 to 1.015). CONCLUSION: Meta-analysis of multi-jurisdictional estimates were similar to estimates obtained from individual-level analysis. This method is a valid alternative for analysis of multi-jurisdictional data when individual-level data cannot be shared.


Subject(s)
Health Services , Research Design , Child , Humans , Odds Ratio , Proportional Hazards Models , Ontario/epidemiology
2.
Clin Microbiol Infect ; 28(3): 426-432, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34757115

ABSTRACT

OBJECTIVES: The COVID-19 pandemic has had an effect on the incidence of infectious diseases and medical care. This study aimed to describe the impact of the COVID-19 pandemic on community-level antibiotic use. METHODS: Using national antibiotic dispensing data from IQVIA's CompuScript database, this ecological study investigated antibiotic dispensing through community retail pharmacies in Canada from November 2014 to October 2020. Analyses were stratified by age, sex, prescription origin and approximate indication. RESULTS: Adjusting for seasonality, the national rate of antibiotic dispensing in Canada decreased by 26.5% (50.4 to 37.0 average prescriptions per 1000 inhabitants) during the first 8 months of the Canadian COVID-19 period (March to October 2020), compared with the pre-COVID-19 period. Prescribing rates in children ≤18 years decreased from 43.7 to 12.2 prescriptions per 1000 inhabitants in males (-72%) and from 46.8 to 14.9 prescriptions per 1000 inhabitants in females (-68%) in April 2020. Rates in adults ≥65 decreased from 74.9 to 48.8 prescriptions per 1000 inhabitants in males (-35%) and from 91.7 to 61.3 prescriptions per 1000 inhabitants in females (-33%) in May 2020. Antibiotic prescriptions from family physicians experienced a greater decrease than from surgeons and infectious disease physicians. Prescribing rates for antibiotics for respiratory indications decreased by 56% in May 2020 (29.2 to 12.8 prescriptions per 1000 inhabitants), compared with prescribing rates for urinary tract infections (9.4 to 7.8 prescriptions per 1000 inhabitants; -17%) and skin and soft tissue infections (6.4 to 5.2 prescriptions per 1000 inhabitants; -19%). DISCUSSION: The first 8 months of the COVID-19 pandemic reduced community antibiotic dispensing by 26.5% in Canada, compared with the marginal decrease of 3% in antibiotic consumption between 2015 and 2019. Further research is needed to understand the implications and long-term effects of the observed reductions on antibiotic use on antibiotic resistance in Canada.


Subject(s)
COVID-19 Drug Treatment , COVID-19 , Adult , Anti-Bacterial Agents/therapeutic use , COVID-19/epidemiology , Canada/epidemiology , Child , Drug Prescriptions , Female , Humans , Male , Pandemics , Practice Patterns, Physicians' , SARS-CoV-2
3.
Can Commun Dis Rep ; 48(11-12): 550-558, 2022 Nov 03.
Article in English | MEDLINE | ID: mdl-38205428

ABSTRACT

Background: Antimicrobial resistance is a current and pressing issue in Canada. Population-level antibiotic consumption is a key driver. The Public Health Agency of Canada undertook a comprehensive assessment of the Canadian public's knowledge, attitudes and practices in relation to antimicrobial resistance and antibiotic use, to help inform the implementation of public awareness and knowledge mobilization. Methods: Data were collected in three phases: 1) six in-person focus groups (53 participants) to help frame the survey; 2) nationwide survey administration to 1,515 Canadians 18 years and older via cell phone and landline; and 3) 12 online focus groups to analyze survey responses. Survey data is descriptive. Results: A third (33.9%) of survey respondents reported using antibiotics at least once in the previous 12 months, 15.8% more than twice and 4.6% more than five times. Antibiotic use was reported more among 1) those with a household income below $60,000, 2) those with a medical condition, 3) those without a university education and 4) among the youngest adults (18-24 years of age) and (25-34 years of age). Misinformation about antibiotics was common: 32.5% said antibiotics "can kill viruses"; 27.9% said they are "effective against colds and flu"; and 45.8% said they are "effective in treating fungal infections". Inaccurate information was reported more often by those 1) aged 18-24 years, 2) with a high school degree or less and 3) with a household income below $60,000. In focus groups, the time/money trade-offs involved in accessing medical care were reported to contribute to pushing for a prescription or using unprescribed antibiotics, particularly in more remote contexts, while the cost of a prescription contributed to sharing and using old antibiotics. A large majority, across all demographic groups, followed the advice of medical professionals in making health decisions. Conclusion: High trust in medical professionals presents an important opportunity for knowledge mobilization. Delayed prescriptions may alleviate concerns about the time/money constraints of accessing future care. Consideration should be given to prioritizing access to appropriate diagnostic and other technology for northern and/or remote communities and/or medical settings serving many young children to alleviate concerns of needing a prescription or of needing to return later.

4.
BMC Med Res Methodol ; 21(1): 179, 2021 08 28.
Article in English | MEDLINE | ID: mdl-34454414

ABSTRACT

BACKGROUND: Since primary data collection can be time-consuming and expensive, surgical site infections (SSIs) could ideally be monitored using routinely collected administrative data. We derived and internally validated efficient algorithms to identify SSIs within 30 days after surgery with health administrative data, using Machine Learning algorithms. METHODS: All patients enrolled in the National Surgical Quality Improvement Program from the Ottawa Hospital were linked to administrative datasets in Ontario, Canada. Machine Learning approaches, including a Random Forests algorithm and the high-performance logistic regression, were used to derive parsimonious models to predict SSI status. Finally, a risk score methodology was used to transform the final models into the risk score system. The SSI risk models were validated in the validation datasets. RESULTS: Of 14,351 patients, 795 (5.5%) had an SSI. First, separate predictive models were built for three distinct administrative datasets. The final model, including hospitalization diagnostic, physician diagnostic and procedure codes, demonstrated excellent discrimination (C statistics, 0.91, 95% CI, 0.90-0.92) and calibration (Hosmer-Lemeshow χ2 statistics, 4.531, p = 0.402). CONCLUSION: We demonstrated that health administrative data can be effectively used to identify SSIs. Machine learning algorithms have shown a high degree of accuracy in predicting postoperative SSIs and can integrate and utilize a large amount of administrative data. External validation of this model is required before it can be routinely used to identify SSIs.


Subject(s)
Algorithms , Surgical Wound Infection , Humans , Logistic Models , Ontario/epidemiology , Risk Factors , Surgical Wound Infection/diagnosis , Surgical Wound Infection/epidemiology
5.
J Crohns Colitis ; 15(12): 1991-2000, 2021 Dec 18.
Article in English | MEDLINE | ID: mdl-34019625

ABSTRACT

BACKGROUND: Modern, specialised care for children with inflammatory bowel disease [IBD] may have resulted in changes in health services use. We report trends over time in health services utilisation and surgery for children with IBD and children without IBD. METHODS: Children aged <18 years, diagnosed with IBD between 1994 and 2013 [n = 5518] and followed until 2015 in Ontario, Canada, were identified from health administrative data and matched to children without IBD on age, sex, rural/urban household, and income [n = 26,677]. We report the annual percentage change [APC] with 95% confidence intervals [CI] in the rate of outpatient visits, emergency department [ED] visits, and hospitalisations, using negative binomial regression for events within 5 years from the diagnosis/index date. We used Cox proportional hazards regression models to report APC in hazards of intestinal resection [Crohn's disease; CD] and colectomy [ulcerative colitis; UC]. RESULTS: IBD-specific hospitalisation rates decreased by 2.5% [95% CI 1.8-3.2%] annually, and all-cause hospitalisation rates in children without IBD decreased by 4.3% [95% CI 3.5-5.1%] annually. Intestinal resection risk in CD decreased by 6.0% [95% CI 4.6-7.3%] annually and colectomy risk in UC decreased by 3.0% [95% CI 0.7-5.2%] annually. In contrast, IBD-specific outpatient visit rates increased after 2005 by 4.0% [95% CI 3.1-4.9%] annually. Similar trends in outpatient visits were not observed in children without IBD. CONCLUSIONS: Hospitalisations and surgeries decreased over time while outpatient visits increased after 2005. Decreasing hospitalisations were mirrored in children without IBD, likely resulting from a combination of changes in disease management and health system factors.


Subject(s)
Delivery of Health Care/trends , Inflammatory Bowel Diseases/therapy , Outpatients , Patient Acceptance of Health Care , Telemedicine , Adolescent , Child , Child, Preschool , Cohort Studies , Disease Management , Female , Humans , Infant , Infant, Newborn , Male , Ontario
6.
Palliat Med ; 35(6): 1170-1180, 2021 06.
Article in English | MEDLINE | ID: mdl-33884934

ABSTRACT

BACKGROUND: Increasing involvement of palliative care generalists may improve access to palliative care. It is unknown, however, if their involvement with and without palliative care specialists are associated with different outcomes. AIM: To describe physician-based models of palliative care and their association with healthcare utilization outcomes including: emergency department visits, acute hospitalizations and intensive care unit (ICU) admissions in last 30 days of life; and, place of death. DESIGN: Population-based retrospective cohort study using linked health administrative data. We used descriptive statistics to compare outcomes across three models (generalist-only palliative care; consultation palliative care, comprising of both generalist and specialist care; and specialist-only palliative care) and conducted a logistic regression for community death. SETTING/PARTICIPANTS: All adults aged 18-105 who died in Ontario, Canada between April 1, 2012 and March 31, 2017. RESULTS: Of the 231,047 decedents who received palliative services, 40.3% received generalist, 32.3% consultation and 27.4% specialist palliative care. Across models, we noted minimal to modest variation for decedents with at least one emergency department visit (50%-59%), acute hospitalization (64%-69%) or ICU admission (7%-17%), as well as community death (36%-40%). In our adjusted analysis, receipt of a physician home visit was a stronger predictor for increased likelihood of community death (odds ratio 9.6, 95% confidence interval 9.4-9.8) than palliative care model (generalist vs consultation palliative care 2.0, 1.9-2.0). CONCLUSION: The generalist palliative care model achieved similar healthcare utilization outcomes as consultation and specialist models. Including a physician home visit component in each model may promote community death.


Subject(s)
Physicians , Terminal Care , Adult , Cohort Studies , Delivery of Health Care , Hospitalization , Humans , Ontario , Palliative Care , Patient Acceptance of Health Care , Retrospective Studies
7.
Ann Surg ; 273(5): 917-923, 2021 05 01.
Article in English | MEDLINE | ID: mdl-30907758

ABSTRACT

OBJECTIVES: To examine the association between surgical site infections (SSIs) and hospital readmissions and all-cause mortality, and to estimate the attributable health care costs of SSIs 1 year following surgery. BACKGROUND: SSIs are a common postoperative complication; the long-term impact of SSI on health outcomes and costs has not been formally evaluated. METHODS: This retrospective cohort study included all adult patients who underwent surgery at the 1202-bed teaching hospital in Ottawa, Ontario, Canada, and were included in the National Surgical Quality Improvement Program database between 2010 and 2015. The study exposure was postoperative SSI. The study outcomes included hospital readmission, all-cause mortality, and health care costs at 1 year (primary) and at 30 days and 90 days (secondary) following surgery. RESULTS: We identified 14,351 patients, including 795 patients with SSIs. Our multivariable analyses that accounted for competing risks demonstrated that at 1-year following the index date, superficial and deep/organ space SSIs were significantly associated with an increase in hospital readmission [hazard ratio (HR) = 1.63, 95% confidence interval (95% CI) 1.39-1.92 and HR = 3.49, (95% CI 2.76-4.17, respectively) and all-cause mortality (HR = 1.35, 95% CI 1.10-1.98 and HR = 2.21, 95% CI 1.44-2.78, respectively]. At 1 year after surgery, patients with superficial and deep/organ space SSIs incurred higher health care costs C$20,648 (95% CI) C$16,980- C$24,112and C$53,075 (95% CI) C$44,628- C$60,936), than non-SSI patients. CONCLUSION: SSIs, especially deep/organ space SSI, contribute to adverse health outcomes and health care costs across the entire year after surgery. Our findings highlight the importance of effective prevention/monitoring strategies targeting both short- and long-term consequences of SSI.


Subject(s)
Disease Management , Health Care Costs , Outcome Assessment, Health Care , Surgical Wound Infection/therapy , Adult , Databases, Factual , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Ontario/epidemiology , Retrospective Studies , Surgical Wound Infection/economics , Surgical Wound Infection/epidemiology , Time Factors
8.
J Appl Gerontol ; 40(8): 837-846, 2021 08.
Article in English | MEDLINE | ID: mdl-32028821

ABSTRACT

This retrospective cohort study describes the rates, location, and determinants of specialist physician visits among 257,216 long-term care (LTC) residents across 648 LTC homes in Ontario, Canada, between 2007 and 2016. Visit rates in the last year of life were calculated for a sub-cohort of residents who died in LTC between 2013 and 2016. Visits were measured per resident-year using physician billings. Over 10 years, the rate of visits to specialists outside the LTC home was consistently higher than within LTC (2.99 vs. 1.55 visits/resident-year). Residents were less likely to receive specialist care if they were older, had dementia, or lived in urban LTC homes. From 12 months before death to the last week of life, rates of specialist visits increased by 246% and 56% inside and outside of LTC, respectively. Improving access to physician specialist care in LTC homes may reduce burdensome transitions and improve resident quality of life.


Subject(s)
Long-Term Care , Physicians , Cohort Studies , Humans , Nursing Homes , Ontario , Quality of Life , Retrospective Studies
9.
J Intensive Care Med ; 36(8): 937-944, 2021 Aug.
Article in English | MEDLINE | ID: mdl-32666869

ABSTRACT

BACKGROUND: Frailty is characterized by vulnerability to stressors due to an accumulation of multiple functional deficits. Frailty is increasingly recognized as a risk factor for accelerated functional decline, increasing dependency, and risk of mortality. The objective of this study was to examine the association of frailty, at the time of critical care admission, with days alive at home and health care costs post-discharge. METHODS: This retrospective cohort study used linked administrative data (2010-2016) in Ontario, Canada. We identified all patients admitted at the intensive care unit (ICU), aged 19 years and above, assessed using the Resident Assessment Instrument for Home Care (RAI-HC), within 6 months prior to index hospitalization including an ICU stay. Patients were stratified as robust, pre-frail, or frail based on a validated Frailty Index. The primary outcome was days alive at home in the year after admission. Secondary outcomes included mortality, health care-associated costs, ICU interventions, long-term care admissions, and hospital readmissions. RESULTS: Frail patients spent significantly fewer days at home within 1 year of index hospitalization (mean 159 days vs 223 days in robust cohort, P < .001). Mortality was higher among frail patients at 1 year (59.6% in the frail cohort vs 45.9% in robust patients; odds ratio for death 1.59 [1.49-1.69]). Frail patients also had higher rates of long-term care admission within 1 year (30.1% vs 10.6% in robust patients). Total health care-associated costs per person alive were $30 450 higher the year after admission in the frail cohort. CONCLUSIONS: Frailty prior to ICU admission among patients who were eligible for RAI-HC assessment was associated with higher mortality and fewer days spent at home following admission. Frail patients had markedly higher rates of long-term care admission and increased costs per life saved following critical illness. These findings add to the discussion of risk-benefit trade-offs for ICU admission.


Subject(s)
Frailty , Aftercare , Aged , Critical Illness , Frail Elderly , Humans , Ontario/epidemiology , Patient Discharge , Retrospective Studies
10.
Am J Gastroenterol ; 116(2): 347-353, 2021 02 01.
Article in English | MEDLINE | ID: mdl-33038129

ABSTRACT

INTRODUCTION: Environmental factors related to urbanization and industrialization are believed to be involved in inflammatory bowel disease (IBD) development, but no study has looked at the association between greenspace and IBD. METHODS: We conducted a retrospective cohort study using linked population-based health administrative and environmental data sets. The study population comprised 2,715,318 mother-infant pairs from hospital births in Ontario, Canada, between April 1, 1991, and March 31, 2014. We measured the exposure to residential greenspace using the normalized difference vegetation index derived using remote-sensing methods. Average greenspace was estimated for the pregnancy and childhood periods. We used mixed-effects Cox proportional hazard models to assess potential associations between residential greenspace and the risk of developing IBD before 18 years while adjusting for covariates including sex, maternal IBD, rural/urban residence at birth, and neighborhood income. RESULTS: There were 3,444 IBD diagnoses that occurred during follow-up. An increase in the interquartile range of residential greenspace during the childhood period was associated with a lower risk of developing pediatric-onset IBD (hazard ratio [HR] 0.77, 95% confidence interval [CI] 0.74-0.81). This relationship was significant for both ulcerative colitis (HR 0.72 95% CI 0.67-0.78) and Crohn's disease (HR 0.81, 95% CI 0.76-0.87). There was a linear dose response across increasing quartiles of greenspace (P < 0.0001). No consistent association was detected between maternal intrapartum greenspace exposure and pediatric-onset IBD. DISCUSSION: Higher exposure to residential greenspace during childhood was associated with a reduced risk of IBD, suggesting a novel avenue to prevent IBD in children.


Subject(s)
Colitis, Ulcerative/epidemiology , Crohn Disease/epidemiology , Environmental Exposure/statistics & numerical data , Parks, Recreational/statistics & numerical data , Residence Characteristics/statistics & numerical data , Adolescent , Child , Child, Preschool , Cohort Studies , Female , Humans , Income , Infant , Infant, Newborn , Inflammatory Bowel Diseases/epidemiology , Male , Ontario/epidemiology , Proportional Hazards Models , Protective Factors , Retrospective Studies , Risk Factors , Rural Population , Urban Population
11.
Ann Surg Oncol ; 27(12): 4711-4719, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32725525

ABSTRACT

BACKGROUND: Invasive lobular carcinoma (ILC) is less common that invasive ductal carcinoma (IDC), and more challenging to diagnose by examination and screening mammography. This study evaluated current trends in ILC incidence, and described the 5-, 10-, and 15-year survival probabilities for women diagnosed with ILC in Ontario, Canada. METHODS: This retrospective cohort analysis included all women aged 18 years and older diagnosed with breast cancer between 1991 and 2015. Health administrative data from the Institute of Clinical Evaluative Sciences and the Ontario Cancer Registry were used to identify breast cancer cases. Age-adjusted incidence was plotted by year. Crude proportions were plotted by year of diagnosis for stage and hormone receptor status. Kaplan-Meier curves were generated to determine the 5-, 10-, and 15-year survival probabilities for ILC and IDC. RESULTS: From 1991 to 2015, there were 194,065 cases of breast cancer in Ontario, 14.7% of which were ILC. The age-adjusted incidence of breast cancer increased 1.04-fold, while ILC rates increased 1.53-fold. All bilateral breast cancers were of lobular origin. The proportion of stage 1 ILC decreased, while the proportion of stage 2-4 ILC increased. The 5-, 10-, and 15-year overall survival probabilities for women diagnosed with ILC were 82.7%, 65.3%, and 50.2%, respectively. CONCLUSIONS: This study contains the largest population dataset of ILC evaluated to date. While total breast cancer incidence rates in Ontario are largely unchanged, ILC incidence rates are steadily increasing and there is a trend towards diagnosis of ILC at a later stage. These trends highlight the ongoing diagnostic and treatment challenge ILC presents for patients and clinicians.


Subject(s)
Breast Neoplasms , Carcinoma, Lobular , Adolescent , Breast Neoplasms/epidemiology , Carcinoma, Lobular/epidemiology , Early Detection of Cancer , Female , Humans , Mammography , Ontario/epidemiology , Retrospective Studies
12.
Can J Aging ; 39(3): 385-392, 2020 09.
Article in English | MEDLINE | ID: mdl-32723412

ABSTRACT

The purpose of this study was to examine whether vehicle type based on size (car vs. other = truck/van/SUV) had an impact on the speeding, acceleration, and braking patterns of older male and female drivers (70 years and older) from a Canadian longitudinal study. The primary hypothesis was that older adults driving larger vehicles (e.g., trucks, SUVs, or vans) would be more likely to speed than those driving cars. Participants (n = 493) had a device installed in their vehicles that recorded their everyday driving. The findings suggest that the type of vehicle driven had little or no impact on per cent of time speeding or on the braking and accelerating patterns of older drivers. Given that the propensity for exceeding the speed limit was high among these older drivers, regardless of vehicle type, future research should examine what effect this behaviour has on older-driver road safety.


Subject(s)
Automobile Driving/statistics & numerical data , Automobiles/classification , Aged , Aged, 80 and over , Automobile Driving/legislation & jurisprudence , Automobiles/statistics & numerical data , Canada , Female , Humans , Longitudinal Studies , Male
13.
Environ Int ; 138: 105676, 2020 05.
Article in English | MEDLINE | ID: mdl-32217428

ABSTRACT

BACKGROUND: High-income nations have the highest rates of inflammatory bowel disease (IBD). The incidence of pediatric-onset IBD is increasing faster than IBD diagnosed in older individuals. Previous epidemiological studies have shown that air pollution might be a risk factor for development of earlier-onset IBD, but results remain mixed. OBJECTIVES: The objective of this study was to evaluate the associations between maternal and early-life exposures to nitrogen dioxide (NO2), fine particulate matter (PM2.5), ozone (O3,) and oxidant capacity (Ox) and risk of pediatric-onset IBD diagnosis. METHODS: We conducted a retrospective cohort study using linked population-based health administrative data. Singleton livebirths in Ontario, Canada between April 1st, 1991 and March 31st, 2014 were included. We investigated the association between weekly exposures during pregnancy and annual exposures from birth until the age of 18 years, and IBD diagnosed <18 years of age using Cox proportional hazards models. We reported hazard ratios (HR) and 95% confidence intervals (CI) for an associated increase in the interquartile range (IQR) of each pollutant. Models were mutually adjusted for exposures in both prenatal and postnatal periods, as well as for sex, rurality of residence at birth, maternal IBD, and neighborhood income. RESULTS: 2,218,789 newborns were included in this study, of whom 2491 developed IBD during follow-up. Increased associations with pediatric-onset IBD were noted for childhood exposure to Ox (HR 1.08, 95% CI 1.01-1.16). IBD development was also associated with Ox during the second trimester (HR 1.21, 95% CI 1.03-1.42), but not the overall pregnancy period (HR 1.12, 95% CI 0.79-1.59). There were no associations of IBD with exposure to NO2, PM2.5, or O3. DISCUSSION: Exposure to Ox during childhood was associated with IBD < 18 years. This suggests that air pollution may impact the developing child physiology in such a way that leads to early onset of IBD.


Subject(s)
Air Pollutants , Air Pollution , Inflammatory Bowel Diseases , Ozone , Adolescent , Aged , Air Pollutants/adverse effects , Air Pollutants/analysis , Air Pollution/adverse effects , Air Pollution/analysis , Child , Cohort Studies , Environmental Exposure/adverse effects , Environmental Exposure/analysis , Female , Humans , Infant, Newborn , Inflammatory Bowel Diseases/epidemiology , Inflammatory Bowel Diseases/etiology , Nitrogen Dioxide/analysis , Ontario/epidemiology , Ozone/adverse effects , Ozone/analysis , Particulate Matter/adverse effects , Particulate Matter/analysis , Pregnancy , Retrospective Studies
14.
J Am Heart Assoc ; 9(5): e013844, 2020 03 03.
Article in English | MEDLINE | ID: mdl-32070207

ABSTRACT

Background Palliative care is associated with improved symptom control and quality of life in people with heart failure. There is conflicting evidence as to whether it is associated with a greater likelihood of death at home in this population. The objective of this study was to describe the delivery of newly initiated palliative care services in adults who die with heart failure and measure the association between receipt of palliative care and death at home compared with those who did not receive palliative care. Methods and Results We performed a population-based cohort study using linked health administrative data in Ontario, Canada of 74 986 community-dwelling adults with heart failure who died between 2010 and 2015. Seventy-five percent of community-dwelling adults with heart failure died in a hospital. Patients who received any palliative care were twice as likely to die at home compared with those who did not receive it (adjusted odds ratio 2.12 [95% CI, 2.03-2.20]; P<0.01). Delivery of home-based palliative care had a higher association with death at home (adjusted odds ratio 11.88 [95% CI, 9.34-15.11]; P<0.01), as did delivery during transitions of care between inpatient and outpatient care settings (adjusted odds ratio 8.12 [95% CI, 6.41-10.27]; P<0.01). Palliative care was most commonly initiated late in the course of a person's disease (≤30 days before death, 45.2% of subjects) and led by nonspecialist palliative care physicians 61% of the time. Conclusions Most adults with heart failure die in a hospital. Providing palliative care near the end-of-life was associated with an increased likelihood of dying at home. These findings suggest that scaling existing palliative care programs to increase access may improve end-of-life care in people dying with chronic noncancer illness.


Subject(s)
Delivery of Health Care , Heart Failure/therapy , Home Care Services , Palliative Care , Terminal Care , Aged , Aged, 80 and over , Databases, Factual , Female , Heart Failure/diagnosis , Heart Failure/mortality , Heart Failure/physiopathology , Hospital Mortality , Humans , Male , Ontario , Treatment Outcome
15.
Inflamm Bowel Dis ; 26(11): 1761-1768, 2020 10 23.
Article in English | MEDLINE | ID: mdl-31995204

ABSTRACT

BACKGROUND: Inflammatory bowel disease (IBD) is associated with a high risk of venous thromboembolism (VTE) during hospitalization. It is unclear if this association persists after discharge. We aimed to assess the incidence of postdischarge VTE in IBD patients and to determine if IBD is associated with increased VTE risk. METHODS: We performed a population-based cohort study between 2002 and 2016 using Ontario health administrative data sets. Hospitalized (≥72 hours) adults with IBD were stratified into nonsurgical and surgical cohorts and matched on propensity score to non-IBD controls. Time to postdischarge VTE was assessed by Kaplan-Meier methods, and VTE risk was assessed by Cox proportional hazard models. RESULTS: A total of 81,900 IBD discharges (62,848 nonsurgical and 19,052 surgical) were matched to non-IBD controls. The cumulative incidence of VTE at 12 months after discharge was 2.3% for nonsurgical IBD patients and 1.6% for surgical IBD patients. The incidence increased in the nonsurgical IBD cohort by 4% per year (incidence rate ratio, 1.04; 95% CI, 1.02-1.05). In our propensity score-matched analysis, the risk of VTE at 1-month postdischarge was greater in nonsurgical IBD patients (hazard ratio [HR], 1.72; 95% CI, 1.51-1.96) and surgical patients with ulcerative colitis (HR, 1.68; 95% CI, 1.16-2.45) but not surgical patients with Crohn's disease. These trends persisted through 12 months. CONCLUSIONS: Nonsurgical IBD patients and surgical patients with ulcerative colitis are 1.7-fold more likely to develop postdischarge VTE than non-IBD patients. These findings support the need for increased vigilance and consideration of thromboprophylaxis in this population.


Subject(s)
Colitis, Ulcerative/complications , Crohn Disease/complications , Inflammatory Bowel Diseases/complications , Patient Discharge/statistics & numerical data , Venous Thromboembolism/epidemiology , Adult , Aged , Cohort Studies , Female , Humans , Incidence , Kaplan-Meier Estimate , Male , Middle Aged , Ontario/epidemiology , Propensity Score , Risk Factors , Venous Thromboembolism/etiology
16.
Am J Public Health ; 109(9): 1280-1287, 2019 09.
Article in English | MEDLINE | ID: mdl-31318596

ABSTRACT

Objectives. To estimate the population-level frequencies and standardized rates of sexual assault cases in the province of Ontario, Canada.Methods. We conducted a 15-year retrospective analysis (2002-2016) of sexual assault cases by linking 5 provincial administrative health databases. We defined sexual assault by an algorithm of 23 International Classification of Diseases, 10th Revision, and physician billing codes. We calculated age- and sex-stratified standardized rates per 100 000 census population, and we used age- and sex-stratified Poisson regressions to determine annual rate ratios.Results. Between 2002 and 2016, there were 52 780 incident cases of sexual assault in Ontario at a rate of 27.38 per 100 000 population. The highest rates were found among females aged 15 to 19 years (187 per 100 000) and 20 to 24 years (127 per 100 000). Among males, the highest rates were observed among children aged 0 to 4 years (41 per 100 000) and 5 to 9 years (29 per 10 000). Among males and females, the annual rate ratio increased among those aged 15 years and older and decreased among those aged 14 years and younger.Conclusions. Sexual assault was documented across all age groups and sexes, from children to elders, with high standardized rates among adolescents and children.


Subject(s)
Sex Offenses/statistics & numerical data , Adolescent , Adult , Aged , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Male , Middle Aged , Ontario/epidemiology , Retrospective Studies , Young Adult
17.
CMAJ ; 191(29): E804-E810, 2019 07 22.
Article in English | MEDLINE | ID: mdl-31332048

ABSTRACT

BACKGROUND: Alcohol use causes a large burden on the health of Canadians, and alcohol-related harms appear to be increasing in many high-income countries. We sought to analyze changes in emergency department visits attributable to alcohol use, by sex, age and neighbourhood income over time. METHODS: All individuals aged 10 to 105 years living in Ontario, Canada, between 2003 and 2016 were included in this study. The primary outcome was age-standardized rates of emergency department visits attributable to alcohol use, defined using diagnostic codes from the Canadian Institute for Health Information Health Indicator "hospitalizations entirely caused by alcohol." We compared rates of these visits using a retrospective population-level design. RESULTS: Among 15 121 639 individuals, there were 765 346 emergency department visits attributable to alcohol use over the study period. Between 2003 and 2016, the age-standardized rates of these visits increased more in women (86.5%) than in men (53.2%), and the increase in rates of emergency department visits attributable to alcohol use was 4.4 times greater than the increases in the rates of overall emergency department visits. Individuals aged 25-29 years experienced the largest change in the rate of emergency department visits attributable to alcohol use (175%). We found evidence of age-cohort effects, whereby the rate of emergency department visits attributable to alcohol use at age 19 years increased on average by 4.07% (95% confidence interval [CI] 3.71%-4.44%) per year for each cohort born between 1986 and 1999. Individuals in the lowest neighbourhood income quintile had 2.37 (95% CI 2.27-2.49) times the rate of emergency department visits attributable to alcohol use than those in the highest income quintile. This disparity increased slightly over the study period. INTERPRETATION: Although men and lower-income individuals have the highest burden of emergency department visits attributable to alcohol use, the largest increases in visits have been in women and younger adults. Further research should focus on potential causes of these trends to provide guidance on how to reduce alcohol-related harms.


Subject(s)
Alcohol-Related Disorders/epidemiology , Alcoholic Intoxication/epidemiology , Emergency Service, Hospital/statistics & numerical data , Adolescent , Adult , Age Distribution , Aged , Aged, 80 and over , Alcohol Drinking/epidemiology , Child , Cohort Studies , Female , Hospitalization/statistics & numerical data , Humans , Male , Middle Aged , Ontario/epidemiology , Retrospective Studies , Sex Distribution , Young Adult
18.
Can Fam Physician ; 65(Suppl 1): S53-S58, 2019 Apr.
Article in English | MEDLINE | ID: mdl-31023782

ABSTRACT

OBJECTIVE: To determine if there has been an increase in preventive care among adults with intellectual and developmental disabilities (IDD) as a result of the publication of the Canadian consensus guidelines on the care of adults with IDD in 2006 and 2011. DESIGN: Ecological study. SETTING: Ontario. PARTICIPANTS: The study group consisted of community-dwelling adults with IDD between the ages of 40 and 64 living in Ontario identified in 2009-2010 through administrative health and social services data. The comparison group consisted of a propensity-score-matched sample of the remaining Ontario population. MAIN OUTCOME MEASURES: A combined measure of a health examination or a Primary Care Quality Composite Score (PCQS) of 0.6 or greater, or both. Both measures were identified using administrative health data. RESULTS: Adults with IDD were 2.04% more likely to have had a health examination or a PCQS of 0.6 or greater before 2011-2012 and 1.70% less likely after 2011-2012. Adults without IDD were 1.03% more likely before 2011-2012 and 13.74% less likely after 2011-2012 to have had a health examination or a PCQS of 0.6 or greater. Male patients with IDD were 15.60% more likely and male patients without IDD were 7.39% less likely to have had a health examination or PCQS of 0.6 or greater compared with female patients. CONCLUSION: Despite the publication of the guidelines there has not been a corresponding increase in the uptake of the annual health examination or in the quality of preventive care among adults with IDD. More is required to reduce this documented inequity in care.


Subject(s)
Comprehensive Health Care/statistics & numerical data , Disabled Persons/statistics & numerical data , Health Services for Persons with Disabilities/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Preventive Health Services/statistics & numerical data , Adult , Comprehensive Health Care/standards , Developmental Disabilities , Female , Health Services for Persons with Disabilities/standards , Humans , Intellectual Disability , Male , Middle Aged , Ontario , Practice Guidelines as Topic , Preventive Health Services/standards
19.
Rev Panam Salud Publica ; 42, sept. 2018. Special Issue Alma-Ata.
Article in English | PAHO-IRIS | ID: phr-49501

ABSTRACT

[ABSTRACT]. Objectives. To examine the impact of the dissemination of guidelines to physicians and of a population-level health communication intervention on the percentage of adults with intellectual and developmental disabilities (IDD) receiving preventive care through primary care. Methods. Noninstitutionalized adults with IDD in the province of Ontario, Canada, aged 40 to 64 years were matched to Ontarians without such disabilities each fiscal year (FY) from 2003 to 2016. Health administrative data were used to create a composite measure of receipt of recommended preventive primary care. Age-adjusted rates were used to assess trends, and average two-year rate ratios (RRs) and confidence intervals (CIs) were used to evaluate the effectiveness of the interventions. Results. The number of adults with IDD identified ranged from 20 030 in FY 2003 to 28 080 in FY 2016. The percentage of adults with IDD receiving recommended preventive primary care ranged from 43.4% in 2003 to 55.7% in 2015. Men with IDD had a 53.7% increase across the 13 years, while women with IDD only had a 30.9% increase. When evaluating the impact of the interventions, men with IDD were 4% more likely (RR: 1.04; 95% CI: 1.02–1.05) to receive recommended primary care in FY 2015 and FY 2016 as compared to FY 2009 and FY 2010; in contrast, women with IDD were 5% less likely (RR: 0.95; 95% CI: 0.93–0.98). A comparable drop was observed among women without IDD. Conclusions. Nearly 45% of adults with IDD in Ontario still do not receive recommended preventive care through primary care. Long-term impacts of the interventions introduced in the province may still occur over time, so ongoing monitoring is warranted. Special attention should be given to the preventive care needs of women with IDD.


[RESUMO]. Objetivos. Examinar o impacto da disseminação de diretrizes para médicos é da intervenção de comunicação em saúde em nível populacional sobre a porcentagem de adultos com deficiência intelectual e de desenvolvimento (DID) que recebem cuidados preventivos por meio de atenção primária. Métodos. Adultos não institucionalizados com DID na província de Ontário, Canadá, com idades entre 40 e 64 anos foram comparados com os habitantes de Ontário sem deficiência, em cada exercício fiscal (AF) desde 2003 a 2016. Dados de saúde administrativos foram usados para criar uma medida de ter recebeu cuidados preventivos recomendados. As taxas ajustadas por idade foram usadas para avaliar as tendências, e as razões de frequência (RR) e os intervalos de confiança média (IC) de dois anos foram utilizados para avaliar a eficácia das intervenções. Resultados. O número de adultos com DID identificados variou de 20 030 no AF 2003 para 28 080 no AF 2016. A percentagem de adultos com DID que recebeu cuidados preventivos recomendados variou de 43,4% em 2003 para 55,7% em 2015. Homens com DID mostraram um aumento de 53,7% ao longo dos 13 anos, enquanto as mulheres com DID só apresentaram aumento de 30,9%. Ao avaliar o impacto das intervenções, os homens com DID mostraram uma probabilidade 4% maior (RR: 1,04, IC 95%: 1,02-1,05) de receber cuidados primarios recomendados em os AF 2015 e 2016 em comparação com os AF 2009 e 2010; em contraste, as mulheres com DID tiveram uma probabilidade 5% menor (RR: 0,95, IC 95%: 0,93-0,98). Uma diminuição comparável foi observada entre as mulheres sem DID. Conclusões. Aproximadamente 45% dos adultos com DID em Ontário ainda não recebem cuidados preventivos recomendados através da atenção primária. Os impactos a longo prazo das intervenções introduzidas na província podem ainda ocorrer ao longo do tempo, pelo que é necessária uma monitorização contínua. Atenção especial deve ser dada às necessidades de cuidados preventivos das mulheres com DID.


[RESUMEN]. Objetivos. Examinar el impacto de la diseminación de guías para médicos y de una intervención de comunicación de salud para la población sobre el porcentaje de adultos con discapacidades intelectuales y del desarrollo (DID) que reciben asistencia preventiva a través de la atención primaria. Métodos. Se compararon adultos de 40 a 64 años con DID no institucionalizados de la provincia de Ontario, Canadá, con habitantes de Ontario sin discapacidad en cada año fiscal (AF) desde 2003 hasta 2016. Se utilizaron datos administrativos de salud para crear una medida compuesta indicadora de haber recibido la atención primaria preventiva recomendada. Se usaron tasas ajustadas por edad para evaluar las tendencias y los índices de frecuencia (RR) e intervalos de confianza (IC) promedio de dos años para evaluar la efectividad de las intervenciones. Resultados. El número de adultos con DID identificados varió de 20 030 en el AF 2003 a 28 080 en el AF 2016. El porcentaje de adultos con DID que recibieron la atención primaria preventiva recomendada varió del 43,4% en 2003 al 55,7% en 2015. Los varones con DID presentaron un aumento del 53,7% a lo largo de los 13 años, mientras que las mujeres con DID solo tuvieron un aumento del 30,9%. Al evaluar el impacto de las intervenciones, los varones con DID mostraron un 4% más de probabilidades (RR: 1,04; IC 95%: 1,02-1,05) de recibir la atención primaria recomendada en los AF 2015 y 2016 en comparación con los AF 2009 y 2010; en comparación, las mujeres con DID presentaron un 5% menos de probabilidad (RR: 0,95; IC 95%: 0,93-0,98). Se observó una disminución comparable entre las mujeres sin DID. Conclusiones. Aproximadamente el 45% de los adultos con DID en Ontario aún no reciben la atención preventiva recomendada a través de la atención primaria. Los impactos a largo plazo de las intervenciones introducidas en la provincia aún pueden ocurrir a lo largo del tiempo, por lo que se requiere un monitoreo continuo. Se debe prestar especial atención a las necesidades de atención preventiva de las mujeres con DID.


Subject(s)
Preventive Health Services , Intellectual Disability , Primary Health Care , Canada , Preventive Health Services , Intellectual Disability , Canada , Intellectual Disability , Primary Health Care , Preventive Health Services , Primary Health Care
20.
BMJ Open ; 8(6): e021727, 2018 06 27.
Article in English | MEDLINE | ID: mdl-29950472

ABSTRACT

INTRODUCTION: Adverse drug events (ADEs) are common in older persons and contribute significantly to emergency department visits, hospitalisations and mortality. ADEs are often due to potentially inappropriate prescriptions (PIP) or potentially inappropriate omissions (PIO), and are avoidable if inappropriate prescriptions or omissions are identified and prevented. Identifying PIP/PIO at the population level through the application of PIP/PIO assessment tools to health administrative data can provide a unique opportunity to assess the economic burden of PIP/PIO on the healthcare system beyond medication costs which is yet to be done. The objective of this study is to assess the economic burden associated with PIP/PIO and to estimate the incremental costs associated with distinct PIP/PIO in the province of Ontario. METHODS AND ANALYSIS: We will conduct a retrospective cohort study using Ontario's health administrative databases. Eligible patients aged 66 years and older who were prescribed at least one medication between 1 April 2003 and 31 March 2014 (approximately 2.4 million patients) will be included. Population attributable fraction methodology will be used to assess the overall burden of PIP in Ontario, while regression analyses will be used to estimate the incremental costs of having specific PIP criteria and aid in prioritising targets for intervention. ETHICS AND DISSEMINATION: This study was approved by the Institutional Review Board at Sunnybrook Health Sciences Centre, Toronto, Canada. Dissemination will occur via publication, presentation at national and international conferences, and knowledge exchange with various stakeholders.


Subject(s)
Drug-Related Side Effects and Adverse Reactions/prevention & control , Health Care Costs/statistics & numerical data , Inappropriate Prescribing/statistics & numerical data , Potentially Inappropriate Medication List , Research Design , Aged , Aged, 80 and over , Databases, Factual , Emergency Service, Hospital , Female , Hospitalization , Humans , Male , Ontario , Regression Analysis , Retrospective Studies
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