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All (87)

All (87) (0 to 10 of 87 results)

  • 1. Health Reports
    Journals and periodicals: 82-003-X
    Geography: Canada
    Description:

    Health Reports, published by the Health Analysis Division of Statistics Canada, is a peer-reviewed journal of population health and health services research. It is designed for a broad audience that includes health professionals, researchers, policymakers, and the general public. The journal publishes articles of wide interest that contain original and timely analyses of national or provincial/territorial surveys or administrative databases. New articles are published electronically each month.

    Health Reports had an impact factor of 5.0 for 2022 and a five-year impact factor of 5.6. All articles are indexed in PubMed. Our online catalogue is free and receives more than 700,000 visits per year. External submissions are welcome.
    Release date: 2024-04-17
  • 2. Mental health risk factors, 2016
    Articles and reports: 14-28-0001202000100001
    Description:

    In the publication Quality of Employment in Canada, the Mental health risk factors indicator is the proportion of employees who report experiencing either severe time pressure or overload of work, violence or the threat of violence, or harassment or bullying.

    Release date: 2022-05-30
  • 3. Changes in chronic disease risk factors and current exercise habits among Canadian adults living with and without a child during the COVID-19 pandemic
    Articles and reports: 82-003-X202200400001
    Description:

    Canadians have been gravely impacted by the COVID-19 pandemic, and adults living with children may have been disproportionately impacted. The objective of this study was to describe changes in chronic disease risk factors and current exercise habits among adults living with and without a child younger than 18 years old.

    Release date: 2022-04-20
  • 4. Predicting transitions into and out of poverty using machine learning Archived
    Articles and reports: 11-522-X202100100003
    Description:

    The increasing size and richness of digital data allow for modeling more complex relationships and interactions, which is the strongpoint of machine learning. Here we applied gradient boosting to the Dutch system of social statistical datasets to estimate transition probabilities into and out of poverty. Individual estimates are reasonable, but the main advantages of the approach in combination with SHAP and global surrogate models are the simultaneous ranking of hundreds of features by their importance, detailed insight into their relationship with the transition probabilities, and the data-driven identification of subpopulations with relatively high and low transition probabilities. In addition, we decompose the difference in feature importance between general and subpopulation into a frequency and a feature effect. We caution for misinterpretation and discuss future directions.

    Key Words: Classification; Explainability; Gradient boosting; Life event; Risk factors; SHAP decomposition.

    Release date: 2021-10-15
  • 5. Prior contact with the criminal justice system among people who fatally overdosed on illicit drugs in Surrey and in British Columbia, 2011 to 2016
    Articles and reports: 85-002-X201900100011
    Geography: Geographical region of Canada, Census metropolitan area
    Description:

    This Juristat article examines a cohort of individuals who died of an illicit drug overdose in the province of British Columbia, with a special focus on the City of Surrey, between 2011 and 2016, and explores the nature and extent of their contact with the criminal justice system as a person accused of a crime. This analysis brings together data provided by the British Columbia Coroners Service with policing data from the Uniform Crime Reporting Survey, and criminal court data from the Integrated Criminal Court Survey. Identifying the primary risk factors and those at greatest risk of preventable illicit drug-related deaths will help support the development of evidence-informed interventions, precision programming and policies aimed at preventing future overdoses and saving lives.

    Release date: 2019-05-16
  • 6. Enhancing Canada’s statistics on securities Archived
    Articles and reports: 13-605-X201900100005
    Description:

    The last global financial crisis revealed some important data gaps in countries’ statistics to properly assess the build-up of risk and the interconnectedness in financial markets. These gaps have led to the development of a series of initiatives at the international level with clear deliverables to enhance the quality of the information produced by countries in the area of financial investment statistics, including statistics on securities. The initiative undertaken at Statistics Canada to enhance securities statistics has produced many benefits with important expansions in terms of additional characteristics of instruments issued and held by Canadians, additional sector details as well as increased frequency and timeliness.

    Release date: 2019-04-16
  • 7. Past-year suicidal thoughts among off-reserve First Nations, Métis and Inuit adults aged 18 to 25: Prevalence and associated characteristics Archived
    Articles and reports: 89-653-X2016011
    Description:

    For decades, researchers have reported high suicide rates among Aboriginal youth, which are several times higher than rates in the non-Aboriginal population. Based on the 2012 Aboriginal Peoples Survey, this article presents estimates of suicidal thoughts among off-reserve First Nations, Métis and Inuit adults aged 18 to 25. It examines associations between past-year suicidal thoughts and mental disorders and personality factors, childhood experiences and family characteristics, and socio-demographic characteristics, many of which have been shown to be related to suicidal thoughts in other populations.

    Release date: 2016-10-13
  • 8. Victimization of Aboriginal people in Canada, 2014 Archived
    Articles and reports: 85-002-X201600114631
    Description:

    This Juristat article uses data from the 2014 General Social Survey on Victimization to present information on Aboriginal victimization, with a particular focus on violent victimization. Characteristics associated with these incidents, including possible risk factors, as well as consequences of victimization, reasons for reporting or not reporting the victimization to the police, perceptions of personal safety, and perceptions of the criminal justice system are also explored.

    Release date: 2016-06-28
  • 9. Family violence in Canada: A statistical profile, 2011 Archived
    Articles and reports: 85-002-X201300111805
    Geography: Canada
    Description:

    This Juristat article profiles intimate partner violence (including both spousal and dating violence partners), family violence against children, and family violence against seniors. The special focus this year is family-related murder-suicides, which highlights trends, risk factors, underlying motives, and characteristics of the victims and accused. This annual article is designed to help monitor changes in family violence over time and identify emerging issues.

    Release date: 2013-06-25
  • 10. Modelling risk factor information for linked census data: The case of smoking Archived
    Articles and reports: 82-003-X201300611796
    Geography: Canada
    Description:

    The study assesses the feasibility of using statistical modelling techniques to fill information gaps related to risk factors, specifically, smoking status, in linked long-form census data.

    Release date: 2013-06-19
Data (1)

Data (1) ((1 result))

  • 1. International Youth Survey Archived
    Public use microdata: 89M0024X
    Geography: Census metropolitan area
    Description:

    The International Youth Survey (IYS) is the Canadian portion of the International Self-Report Delinquency Study (ISRD) which examines the behaviour and misbehaviour of students in grades 7 to 9 in about 30 European countries, United States and Canada. The National Crime Prevention Centre of the federal department of Public Safety sponsored the Canadian survey. The city of Toronto was chosen as the most suitable city where Statistics Canada could conduct the survey and on which the analysis of results would focus.

    The survey needed to be representative of each of the three grades (7 to 9) and at the grade level, of both sexes. In April 2006, about 3,200 students in 176 schools completed the IYS.

    Release date: 2007-09-25
Analysis (83)

Analysis (83) (0 to 10 of 83 results)

  • 1. Health Reports
    Journals and periodicals: 82-003-X
    Geography: Canada
    Description:

    Health Reports, published by the Health Analysis Division of Statistics Canada, is a peer-reviewed journal of population health and health services research. It is designed for a broad audience that includes health professionals, researchers, policymakers, and the general public. The journal publishes articles of wide interest that contain original and timely analyses of national or provincial/territorial surveys or administrative databases. New articles are published electronically each month.

    Health Reports had an impact factor of 5.0 for 2022 and a five-year impact factor of 5.6. All articles are indexed in PubMed. Our online catalogue is free and receives more than 700,000 visits per year. External submissions are welcome.
    Release date: 2024-04-17
  • 2. Mental health risk factors, 2016
    Articles and reports: 14-28-0001202000100001
    Description:

    In the publication Quality of Employment in Canada, the Mental health risk factors indicator is the proportion of employees who report experiencing either severe time pressure or overload of work, violence or the threat of violence, or harassment or bullying.

    Release date: 2022-05-30
  • 3. Changes in chronic disease risk factors and current exercise habits among Canadian adults living with and without a child during the COVID-19 pandemic
    Articles and reports: 82-003-X202200400001
    Description:

    Canadians have been gravely impacted by the COVID-19 pandemic, and adults living with children may have been disproportionately impacted. The objective of this study was to describe changes in chronic disease risk factors and current exercise habits among adults living with and without a child younger than 18 years old.

    Release date: 2022-04-20
  • 4. Predicting transitions into and out of poverty using machine learning Archived
    Articles and reports: 11-522-X202100100003
    Description:

    The increasing size and richness of digital data allow for modeling more complex relationships and interactions, which is the strongpoint of machine learning. Here we applied gradient boosting to the Dutch system of social statistical datasets to estimate transition probabilities into and out of poverty. Individual estimates are reasonable, but the main advantages of the approach in combination with SHAP and global surrogate models are the simultaneous ranking of hundreds of features by their importance, detailed insight into their relationship with the transition probabilities, and the data-driven identification of subpopulations with relatively high and low transition probabilities. In addition, we decompose the difference in feature importance between general and subpopulation into a frequency and a feature effect. We caution for misinterpretation and discuss future directions.

    Key Words: Classification; Explainability; Gradient boosting; Life event; Risk factors; SHAP decomposition.

    Release date: 2021-10-15
  • 5. Prior contact with the criminal justice system among people who fatally overdosed on illicit drugs in Surrey and in British Columbia, 2011 to 2016
    Articles and reports: 85-002-X201900100011
    Geography: Geographical region of Canada, Census metropolitan area
    Description:

    This Juristat article examines a cohort of individuals who died of an illicit drug overdose in the province of British Columbia, with a special focus on the City of Surrey, between 2011 and 2016, and explores the nature and extent of their contact with the criminal justice system as a person accused of a crime. This analysis brings together data provided by the British Columbia Coroners Service with policing data from the Uniform Crime Reporting Survey, and criminal court data from the Integrated Criminal Court Survey. Identifying the primary risk factors and those at greatest risk of preventable illicit drug-related deaths will help support the development of evidence-informed interventions, precision programming and policies aimed at preventing future overdoses and saving lives.

    Release date: 2019-05-16
  • 6. Enhancing Canada’s statistics on securities Archived
    Articles and reports: 13-605-X201900100005
    Description:

    The last global financial crisis revealed some important data gaps in countries’ statistics to properly assess the build-up of risk and the interconnectedness in financial markets. These gaps have led to the development of a series of initiatives at the international level with clear deliverables to enhance the quality of the information produced by countries in the area of financial investment statistics, including statistics on securities. The initiative undertaken at Statistics Canada to enhance securities statistics has produced many benefits with important expansions in terms of additional characteristics of instruments issued and held by Canadians, additional sector details as well as increased frequency and timeliness.

    Release date: 2019-04-16
  • 7. Past-year suicidal thoughts among off-reserve First Nations, Métis and Inuit adults aged 18 to 25: Prevalence and associated characteristics Archived
    Articles and reports: 89-653-X2016011
    Description:

    For decades, researchers have reported high suicide rates among Aboriginal youth, which are several times higher than rates in the non-Aboriginal population. Based on the 2012 Aboriginal Peoples Survey, this article presents estimates of suicidal thoughts among off-reserve First Nations, Métis and Inuit adults aged 18 to 25. It examines associations between past-year suicidal thoughts and mental disorders and personality factors, childhood experiences and family characteristics, and socio-demographic characteristics, many of which have been shown to be related to suicidal thoughts in other populations.

    Release date: 2016-10-13
  • 8. Victimization of Aboriginal people in Canada, 2014 Archived
    Articles and reports: 85-002-X201600114631
    Description:

    This Juristat article uses data from the 2014 General Social Survey on Victimization to present information on Aboriginal victimization, with a particular focus on violent victimization. Characteristics associated with these incidents, including possible risk factors, as well as consequences of victimization, reasons for reporting or not reporting the victimization to the police, perceptions of personal safety, and perceptions of the criminal justice system are also explored.

    Release date: 2016-06-28
  • 9. Family violence in Canada: A statistical profile, 2011 Archived
    Articles and reports: 85-002-X201300111805
    Geography: Canada
    Description:

    This Juristat article profiles intimate partner violence (including both spousal and dating violence partners), family violence against children, and family violence against seniors. The special focus this year is family-related murder-suicides, which highlights trends, risk factors, underlying motives, and characteristics of the victims and accused. This annual article is designed to help monitor changes in family violence over time and identify emerging issues.

    Release date: 2013-06-25
  • 10. Modelling risk factor information for linked census data: The case of smoking Archived
    Articles and reports: 82-003-X201300611796
    Geography: Canada
    Description:

    The study assesses the feasibility of using statistical modelling techniques to fill information gaps related to risk factors, specifically, smoking status, in linked long-form census data.

    Release date: 2013-06-19
Reference (3)

Reference (3) ((3 results))

  • 1. Creation of an occupational surveillance system in Canada: Combining data for a unique Canadian study Archived
    Surveys and statistical programs – Documentation: 11-522-X19990015652
    Description:

    Objective: To create an occupational surveillance system by collecting, linking, evaluating and disseminating data relating to occupation and mortality with the ultimate aim of reducing or preventing excess risk among workers and the general population.

    Release date: 2000-03-02
  • 2. Uncertainties in estimates of radon lung cancer risks Archived
    Surveys and statistical programs – Documentation: 11-522-X19990015658
    Description:

    Radon, a naturally occurring gas found at some level in most homes, is an established risk factor for human lung cancer. The U.S. National Research Council (1999) has recently completed a comprehensive evaluation of the health risks of residential exposure to radon, and developed models for projecting radon lung cancer risks in the general population. This analysis suggests that radon may play a role in the etiology of 10-15% of all lung cancer cases in the United States, although these estimates are subject to considerable uncertainty. In this article, we present a partial analysis of uncertainty and variability in estimates of lung cancer risk due to residential exposure to radon in the United States using a general framework for the analysis of uncertainty and variability that we have developed previously. Specifically, we focus on estimates of the age-specific excess relative risk (ERR) and lifetime relative risk (LRR), both of which vary substantially among individuals.

    Release date: 2000-03-02
  • 3. Random effects models for longitudinal data from complex samples Archived
    Surveys and statistical programs – Documentation: 11-522-X19980015017
    Description:

    Longitudinal studies with repeated observations on individuals permit better characterizations of change and assessment of possible risk factors, but there has been little experience applying sophisticated models for longitudinal data to the complex survey setting. We present results from a comparison of different variance estimation methods for random effects models of change in cognitive function among older adults. The sample design is a stratified sample of people 65 and older, drawn as part of a community-based study designed to examine risk factors for dementia. The model summarizes the population heterogeneity in overall level and rate of change in cognitive function using random effects for intercept and slope. We discuss an unweighted regression including covariates for the stratification variables, a weighted regression, and bootstrapping; we also did preliminary work into using balanced repeated replication and jackknife repeated replication.

    Release date: 1999-10-22
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