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All (95)

All (95) (0 to 10 of 95 results)

  • 1. High Inflation in 2022 in Canada: Demand–pull or supply–push?
    Articles and reports: 36-28-0001202400500005
    Description: Headline inflation in Canada reached a 40-year high in 2022. Rising prices reduced the purchasing power of people whose incomes were not keeping pace with inflation and the current high inflation in Canada, as well as in many other countries, may be caused by both demand and supply factors. This article examines whether the current high inflation in Canada is demand–pull or supply–push.
    Release date: 2024-05-22
  • 2. Harmonizing the assessment of allostatic load across cycles of the Canadian Health Measures Survey: Variable selection and calculation method
    Articles and reports: 82-003-X202400500002
    Description: The availability of measures to operationalize allostatic load—the cumulative toll on the body of responding to stressor demands—in population health surveys may differ across years or surveys, hampering analyses on the entire sampled population. In this study, the impacts of variable selection and calculation method were evaluated to generate an allostatic load index applicable across all cycles of the Canadian Health Measures Survey (CHMS). CHMS data were used to compare individual and population-level changes in scores for allostatic load indexes in which other commonly used measures were substituted for waist-to-hip ratio. Associations between the various constructs and indicators of socioeconomic position were then assessed to evaluate whether relationships were maintained across indexes.
    Release date: 2024-05-15
  • 3. Canada’s gross domestic product per capita: Perspectives on the return to trend
    Articles and reports: 36-28-0001202400400001
    Description: This article provides perspectives on the extent to which recent changes in gross domestic product per capita represent a departure from their long-term trend and discusses factors that have facilitated per capita growth in previous decades.
    Release date: 2024-04-24
  • 4. Women-owned small and medium-sized enterprises in Canada: Exporting story
    Articles and reports: 36-28-0001202400400005
    Description: The participation of women-owned businesses in exports is important for policies aiming to ensure that the benefits of international trade reach all groups. Women-owned small and medium-sized enterprises (SMEs) in Canada are as likely to export as those owned by men, and their export intensity (exports as a share of total sales) was not significantly different. This article examines factors related to the exporting success of women-owned small and medium-sized enterprises in Canada.
    Release date: 2024-04-24
  • 5. Results from the Survey on Early Learning and Child Care Arrangements: Children with Long-term Conditions and Disabilities, American Sign Language
    Stats in brief: 11-629-X2024001
    Description: Using data from the 2023 Survey on Early Learning and Child Care arrangements – Children with Long-term Conditions and Disabilities (SELCCA – CLCD), this American Sign Language video examines the early child care experiences of children with long-term conditions or disabilities.
    Release date: 2024-04-22
  • 6. What does nature provide to Canadians?
    Stats in brief: 11-627-M2024018
    Description: This infographic explores ecosystem services, which provide many benefits to society. The infographic provides a visual representation of the three main types of ecosystem services – provisioning services, regulating and maintenance services and cultural services.
    Release date: 2024-04-11
  • 7. Who are the sandwich caregivers in Canada?
    Stats in brief: 11-627-M2024003
    Description: This infographic investigates sandwich caregiving in Canada in 2022, defined as providing care in the past 12 months to both children under 15 years old and care-dependent adults and youth over 15 years old with a long-term condition or disability. The infographic explores the prevalence of sandwich caregiving, the types of relationships involved, and the impacts of this type of caregiving.
    Release date: 2024-04-02
  • 8. “Sandwiched” between unpaid care for children and care-dependent adults: A gender-based study
    Articles and reports: 89-652-X2024002
    Description: Using data from the 2022 Canadian Social Survey Wave 6 (Well-being and caregiving), this study explores unpaid caregiving in the past 12 months for care-dependent groups (children under 15 years old or adults and youth over 15 years old with a long-term condition or disability). This paper explores: Who are the unpaid caregivers, including "sandwich" caregivers? How much unpaid care is provided and to whom? What are the impacts of this unpaid caregiving on well-being, especially the gendered differences?
    Release date: 2024-04-02
  • 9. Dealing with undercoverage for non-probability survey samples
    Articles and reports: 12-001-X202300200005
    Description: Population undercoverage is one of the main hurdles faced by statistical analysis with non-probability survey samples. We discuss two typical scenarios of undercoverage, namely, stochastic undercoverage and deterministic undercoverage. We argue that existing estimation methods under the positivity assumption on the propensity scores (i.e., the participation probabilities) can be directly applied to handle the scenario of stochastic undercoverage. We explore strategies for mitigating biases in estimating the mean of the target population under deterministic undercoverage. In particular, we examine a split population approach based on a convex hull formulation, and construct estimators with reduced biases. A doubly robust estimator can be constructed if a followup subsample of the reference probability survey with measurements on the study variable becomes feasible. Performances of six competing estimators are investigated through a simulation study and issues which require further investigation are briefly discussed.
    Release date: 2024-01-03
  • 10. Design-based conformal prediction
    Articles and reports: 12-001-X202300200007
    Description: Conformal prediction is an assumption-lean approach to generating distribution-free prediction intervals or sets, for nearly arbitrary predictive models, with guaranteed finite-sample coverage. Conformal methods are an active research topic in statistics and machine learning, but only recently have they been extended to non-exchangeable data. In this paper, we invite survey methodologists to begin using and contributing to conformal methods. We introduce how conformal prediction can be applied to data from several common complex sample survey designs, under a framework of design-based inference for a finite population, and we point out gaps where survey methodologists could fruitfully apply their expertise. Our simulations empirically bear out the theoretical guarantees of finite-sample coverage, and our real-data example demonstrates how conformal prediction can be applied to complex sample survey data in practice.
    Release date: 2024-01-03
Stats in brief (12)

Stats in brief (12) (0 to 10 of 12 results)

  • 1. Results from the Survey on Early Learning and Child Care Arrangements: Children with Long-term Conditions and Disabilities, American Sign Language
    Stats in brief: 11-629-X2024001
    Description: Using data from the 2023 Survey on Early Learning and Child Care arrangements – Children with Long-term Conditions and Disabilities (SELCCA – CLCD), this American Sign Language video examines the early child care experiences of children with long-term conditions or disabilities.
    Release date: 2024-04-22
  • 2. What does nature provide to Canadians?
    Stats in brief: 11-627-M2024018
    Description: This infographic explores ecosystem services, which provide many benefits to society. The infographic provides a visual representation of the three main types of ecosystem services – provisioning services, regulating and maintenance services and cultural services.
    Release date: 2024-04-11
  • 3. Who are the sandwich caregivers in Canada?
    Stats in brief: 11-627-M2024003
    Description: This infographic investigates sandwich caregiving in Canada in 2022, defined as providing care in the past 12 months to both children under 15 years old and care-dependent adults and youth over 15 years old with a long-term condition or disability. The infographic explores the prevalence of sandwich caregiving, the types of relationships involved, and the impacts of this type of caregiving.
    Release date: 2024-04-02
  • 4. New data on disability in Canada, 2022
    Stats in brief: 11-627-M2023063
    Description: This infographic features the highlights of the Canadian Survey on Disability, 2022.
    Release date: 2023-12-01
  • 5. Canadian Survey on Disability: From 2017 to 2022, American Sign Language
    Stats in brief: 11-629-X2023002
    Description: This video features the highlights of the Canadian Survey on Disability, 2022, using American Sign Language (ASL).
    Release date: 2023-12-01
  • 6. Changes in income across different levels of educational attainment during the first year of the COVID-19 pandemic
    Stats in brief: 98-200-X2021015
    Description: This Census in Brief article examines how changes in income from 2019 to 2020, during the first year of the COVID-19 pandemic, differed by level of education. It looks at changes in employment income, income-replacement benefits (COVID-19 benefits and employment insurance) and the combination of these two income types. It also examines how changes in income varied by major field of study and by province.
    Release date: 2023-10-04
  • 7. Canadian-born Black populations: Educational attainment and earnings
    Stats in brief: 11-627-M2023048
    Description: This infographic analyzes three different Canadian-born Black populations: those with at least one parent born in Africa, those with at least one parent born in the Caribbean, and those with both parents born in Canada. It looks at how educational attainment differs between the three different Canadian-born Black populations, and how education along with other factors contributes to earnings differences between the different Black populations and between Black and non-Indigenous non-racialized populations.
    Release date: 2023-08-22
  • 8. Data Quality as Fitness for Use
    Stats in brief: 89-20-00062023001
    Description: This course is intended for Government of Canada employees who would like to learn about evaluating the quality of data for a particular use. Whether you are a new employee interested in learning the basics, or an experienced subject matter expert looking to refresh your skills, this course is here to help.
    Release date: 2023-07-17
  • 9. A portrait of educational attainment and occupational outcomes among racialized populations in 2021
    Stats in brief: 98-200-X2021011
    Description: This Census in Brief article focuses on the education of racialized groups based on data from the 2021 Census of Population. It examines differences in educational attainment between and within racialized groups. The article also provides information on whether racialized populations found jobs that correspond to their education.
    Release date: 2023-01-18
  • 10. Going to college after finishing a degree
    Stats in brief: 11-627-M2022083
    Description:

    This infographic shows the proportion of college students who had previously completed a bachelor’s degree or higher, including information by province, gender, and immigrant status.

    Release date: 2022-11-30
Articles and reports (82)

Articles and reports (82) (0 to 10 of 82 results)

  • 1. High Inflation in 2022 in Canada: Demand–pull or supply–push?
    Articles and reports: 36-28-0001202400500005
    Description: Headline inflation in Canada reached a 40-year high in 2022. Rising prices reduced the purchasing power of people whose incomes were not keeping pace with inflation and the current high inflation in Canada, as well as in many other countries, may be caused by both demand and supply factors. This article examines whether the current high inflation in Canada is demand–pull or supply–push.
    Release date: 2024-05-22
  • 2. Harmonizing the assessment of allostatic load across cycles of the Canadian Health Measures Survey: Variable selection and calculation method
    Articles and reports: 82-003-X202400500002
    Description: The availability of measures to operationalize allostatic load—the cumulative toll on the body of responding to stressor demands—in population health surveys may differ across years or surveys, hampering analyses on the entire sampled population. In this study, the impacts of variable selection and calculation method were evaluated to generate an allostatic load index applicable across all cycles of the Canadian Health Measures Survey (CHMS). CHMS data were used to compare individual and population-level changes in scores for allostatic load indexes in which other commonly used measures were substituted for waist-to-hip ratio. Associations between the various constructs and indicators of socioeconomic position were then assessed to evaluate whether relationships were maintained across indexes.
    Release date: 2024-05-15
  • 3. Canada’s gross domestic product per capita: Perspectives on the return to trend
    Articles and reports: 36-28-0001202400400001
    Description: This article provides perspectives on the extent to which recent changes in gross domestic product per capita represent a departure from their long-term trend and discusses factors that have facilitated per capita growth in previous decades.
    Release date: 2024-04-24
  • 4. Women-owned small and medium-sized enterprises in Canada: Exporting story
    Articles and reports: 36-28-0001202400400005
    Description: The participation of women-owned businesses in exports is important for policies aiming to ensure that the benefits of international trade reach all groups. Women-owned small and medium-sized enterprises (SMEs) in Canada are as likely to export as those owned by men, and their export intensity (exports as a share of total sales) was not significantly different. This article examines factors related to the exporting success of women-owned small and medium-sized enterprises in Canada.
    Release date: 2024-04-24
  • 5. “Sandwiched” between unpaid care for children and care-dependent adults: A gender-based study
    Articles and reports: 89-652-X2024002
    Description: Using data from the 2022 Canadian Social Survey Wave 6 (Well-being and caregiving), this study explores unpaid caregiving in the past 12 months for care-dependent groups (children under 15 years old or adults and youth over 15 years old with a long-term condition or disability). This paper explores: Who are the unpaid caregivers, including "sandwich" caregivers? How much unpaid care is provided and to whom? What are the impacts of this unpaid caregiving on well-being, especially the gendered differences?
    Release date: 2024-04-02
  • 6. Dealing with undercoverage for non-probability survey samples
    Articles and reports: 12-001-X202300200005
    Description: Population undercoverage is one of the main hurdles faced by statistical analysis with non-probability survey samples. We discuss two typical scenarios of undercoverage, namely, stochastic undercoverage and deterministic undercoverage. We argue that existing estimation methods under the positivity assumption on the propensity scores (i.e., the participation probabilities) can be directly applied to handle the scenario of stochastic undercoverage. We explore strategies for mitigating biases in estimating the mean of the target population under deterministic undercoverage. In particular, we examine a split population approach based on a convex hull formulation, and construct estimators with reduced biases. A doubly robust estimator can be constructed if a followup subsample of the reference probability survey with measurements on the study variable becomes feasible. Performances of six competing estimators are investigated through a simulation study and issues which require further investigation are briefly discussed.
    Release date: 2024-01-03
  • 7. Design-based conformal prediction
    Articles and reports: 12-001-X202300200007
    Description: Conformal prediction is an assumption-lean approach to generating distribution-free prediction intervals or sets, for nearly arbitrary predictive models, with guaranteed finite-sample coverage. Conformal methods are an active research topic in statistics and machine learning, but only recently have they been extended to non-exchangeable data. In this paper, we invite survey methodologists to begin using and contributing to conformal methods. We introduce how conformal prediction can be applied to data from several common complex sample survey designs, under a framework of design-based inference for a finite population, and we point out gaps where survey methodologists could fruitfully apply their expertise. Our simulations empirically bear out the theoretical guarantees of finite-sample coverage, and our real-data example demonstrates how conformal prediction can be applied to complex sample survey data in practice.
    Release date: 2024-01-03
  • 8. The post-2001 productivity growth divergence between Canada and the United States: The role of the information and cultural services industry
    Articles and reports: 36-28-0001202301200006
    Description: Canada and the United States share a deep economic relationship that contributes to most measures of their economic performances having a tight common trend over the long term. However, a notable exception is the increasing disparity in labour productivity growth between the two nations. This article summarizes recent research by Statistics Canada, focusing on the information and cultural services industry and how its competitive intensity relative to the United States has influenced the Canada-U.S. labour productivity growth gap since 2001.
    Release date: 2023-12-21
  • 9. Market Basket Measure research paper: Options for updating the other necessities component and the creation of a communication services component
    Articles and reports: 75F0002M2023010
    Description: This discussion paper addresses options and considerations related to two Market Basket Measure (MBM) research agenda items: (1) Updating the other necessities basket component; and (2) the potential creation of a communication services component in the MBM methodology. It also provides an opportunity for the public and stakeholders to provide feedback and comments on the considerations presented in this paper.
    Release date: 2023-12-21
  • 10. Canada's Care Economy: A Conceptual Framework
    Articles and reports: 89-652-X2023002
    Description: This report presents a conceptual framework of Canada’s care economy. This framework is based on a review of Canadian and international research on the topic as well as consultations with key stakeholders and experts. The report summarizes relevant research on the care economy, delineates the scope and boundaries for the Canadian context, and proposes key definitions of paid and unpaid care work.
    Release date: 2023-11-29
Journals and periodicals (1)

Journals and periodicals (1) ((1 result))

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