ArticlePloS one2013
Application and validation of case-finding algorithms for identifying individuals with human immunodeficiency virus from administrative data in British Columbia, Canada.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed.
- Validation of algorithms for identifying people living with HIV in French medico-administrative databases: implications for HIV surveillance.BMC medical research methodology · 2026Article
- Antiretroviral utilization and adherence before vs. after expansion of a provincial drug insurance policy.AIDS (London, England) · 2026Article
- Validation of algorithms to identify human immunodeficiency virus cases using administrative data in Manitoba.Canadian journal of public health = Revue canadienne de sante publique · 2025Article
- Risk of TB disease in individuals with cancer.IJTLD open · 2025Article
- Incidence and contributing factors of dementia among people living with HIV in British Columbia, Canada, from 2002 to 2016: a retrospective cohort study.BMJ public health · 2024Article
- Characterizing opioid agonist therapy uptake and factors associated with treatment retention among people with HIV in British Columbia, Canada.Preventive medicine reports · 2023Article
- COVID-19 vaccine effectiveness by HIV status and history of injection drug use: a test-negative analysis.Journal of the International AIDS Society · 2023Article
- Opioid agonist therapy and mortality among First Nations and other residents with concurrent alcohol use disorder in British Columbia, Canada: A population-based cohort study.Drug and alcohol dependence · 2023Article
- Article
- DM management in HIV patients: the adoption of population health management to transform the chronic management of HIV.European journal of public health · 2022Observational
- The impact of high-dose opioid prescription on mortality rates among people living with HIV: A retrospective cohort study.The International journal on drug policy · 2020Article
- Prescription of High-Dose Opioids Among People Living with HIV in British Columbia, Canada.AIDS and behavior · 2019Article
- Geographic variation in the costs of medical care for people living with HIV in British Columbia, Canada.BMC health services research · 2019Article
- Impact of personality disorders on leaving hospital against medical advice among people living with HIV in British Columbia, Canada.Social psychiatry and psychiatric epidemiology · 2019Article
- Creating Clinical Cohorts: Challenges Encountered in Two Canadian Provinces.Healthcare policy = Politiques de sante · 2019Article
- Missed opportunities for earlier diagnosis of HIV in British Columbia, Canada: A retrospective cohort study.PloS one · 2019Article
- The Cost-Effectiveness of Human Immunodeficiency Virus Testing and Treatment Engagement Initiatives in British Columbia, Canada: 2011-2013.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2018Article
- Article
- Informing Targeted Interventions to Optimize the Cascade of HIV Care Using Cluster Analyses of Health Resource Use Among People Living with HIV/AIDS.AIDS and behavior · 2018Article
- Effect of opioid-substitution therapy and mental health counseling on HIV risk among hepatitis C-infected individuals.Clinical epidemiology · 2018Article
Corrections and comments
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Authors and funding
11 authors.
Funding
Abstract
objectiveTo define a population-level cohort of individuals infected with the human immunodeficiency virus (HIV) in the province of British Columbia from available registries and administrative datasets using a validated case-finding algorithm.
methodsIndividuals were identified for possible cohort inclusion from the BC Centre for Excellence in HIV/AIDS (CfE) drug treatment program (antiretroviral therapy) and laboratory testing datasets (plasma viral load (pVL) and CD4 diagnostic test results), the BC Centre for Disease Control (CDC) provincial HIV surveillance database (positive HIV tests), as well as databases held by the BC Ministry of Health (MoH); the Discharge Abstract Database (hospitalizations), the Medical Services Plan (physician billing) and PharmaNet databases (additional HIV-related medications). A validated case-finding algorithm was applied to distinguish true HIV cases from those likely to have been misclassified. The sensitivity of the algorithms was assessed as the proportion of confirmed cases (those with records in the CfE, CDC and MoH databases) positively identified by each algorithm. A priori hypotheses were generated and tested to verify excluded cases.
resultsA total of 25,673 individuals were identified as having at least one HIV-related health record. Among 9,454 unconfirmed cases, the selected case-finding algorithm identified 849 individuals believed to be HIV-positive. The sensitivity of this algorithm among confirmed cases was 88%. Those excluded from the cohort were more likely to be female (44.4% vs. 22.5%; p<0.01), had a lower mortality rate (2.18 per 100 person years (100PY) vs. 3.14/100PY; p<0.01), and had lower median rates of health service utilization (days of medications dispensed: 9745/100PY vs. 10266/100PY; p<0.01; days of inpatient care: 29/100PY vs. 98/100PY; p<0.01; physician billings: 602/100PY vs. 2,056/100PY; p<0.01).
conclusionsThe application of validated case-finding algorithms and subsequent hypothesis testing provided a strong framework for defining a population-level cohort of HIV infected people in BC using administrative databases.
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