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All (35)

All (35) (0 to 10 of 35 results)

  • Articles and reports: 12-001-X201800254956
    Description:

    In Italy, the Labor Force Survey (LFS) is conducted quarterly by the National Statistical Institute (ISTAT) to produce estimates of the labor force status of the population at different geographical levels. In particular, ISTAT provides LFS estimates of employed and unemployed counts for local Labor Market Areas (LMAs). LMAs are 611 sub-regional clusters of municipalities and are unplanned domains for which direct estimates have overly large sampling errors. This implies the need of Small Area Estimation (SAE) methods. In this paper, we develop a new area level SAE method that uses a Latent Markov Model (LMM) as linking model. In LMMs, the characteristic of interest, and its evolution in time, is represented by a latent process that follows a Markov chain, usually of first order. Therefore, areas are allowed to change their latent state across time. The proposed model is applied to quarterly data from the LFS for the period 2004 to 2014 and fitted within a hierarchical Bayesian framework using a data augmentation Gibbs sampler. Estimates are compared with those obtained by the classical Fay-Herriot model, by a time-series area level SAE model, and on the basis of data coming from the 2011 Population Census.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254957
    Description:

    When a linear imputation method is used to correct non-response based on certain assumptions, total variance can be assigned to non-responding units. Linear imputation is not as limited as it seems, given that the most common methods – ratio, donor, mean and auxiliary value imputation – are all linear imputation methods. We will discuss the inference framework and the unit-level decomposition of variance due to non-response. Simulation results will also be presented. This decomposition can be used to prioritize non-response follow-up or manual corrections, or simply to guide data analysis.

    Release date: 2018-12-20

  • Articles and reports: 91F0015M2018001
    Description:

    This article compares the main data sources and methods that can provide a measure of Canadian emigration. The main result is that the various available sources and methods differ sometimes substantially in regards to their universe, coverage and concepts. As a result, the number of emigrants can also change a lot according to the approach used.

    Release date: 2018-12-20

  • Articles and reports: 82-003-X201801200001
    Description:

    The objective of this study is to compare estimates of physical activity among adults from a newly developed Canadian questionnaire with those obtained objectively by accelerometry. Data for 18- to 79-year-olds were collected in 2014 and 2015 as part of the Canadian Health Measures Survey. Moderate-to-vigorous physical activity was reported on the household questionnaire by domain (transportation, recreation, and occupational or household) as part of the new Physical Activity Adult Questionnaire (PAAQ) and measured objectively using the Actical accelerometer.

    Release date: 2018-12-19

  • Articles and reports: 82-003-X201801200003
    Description:

    This study presents cancer incidence by stage at diagnosis for the top four cancers, using data from the Canadian Cancer Registry for the combined period of 2011 to 2015.

    Release date: 2018-12-19

  • Articles and reports: 13-605-X201800154969
    Description:

    Statistics Canada is responsible for compiling and disseminating Canada’s key macroeconomic indicators such as gross domestic product, household spending, investment, exports, imports, government revenue and expenditure, and industrial output. With the approval of Bill C-45, a significant portion of cannabis production and consumption is moving from the illegal to the legal market. This now-legal activity is in scope for inclusion in Canada’s estimates of gross domestic product just like other legal economic activities. The change in legal status makes it much easier for Statistics Canada to gather credible data to measure the size of the market. This paper outlines how the Canadian national economic accounts will be adjusted to incorporate both the illegal and the now-legal production and consumption of non-medical cannabis for the period 1961 forward.

    Release date: 2018-12-07

  • Articles and reports: 85-002-X201800154978
    Description:

    This Juristat article examines family violence in Canada. It includes sections dedicated to police-reported data on intimate partner violence, family violence against children and youth, and family violence against seniors.

    Release date: 2018-12-05

  • Articles and reports: 89-654-X2018002
    Description:

    This profile article is the first main release by Statistics Canada based on findings from the 2017 Canadian Survey on Disability. It is divided into three sections - demographics, employment, and income - and provides a general snapshot on persons with disabilities to inform on emerging government priorities (such as Opportunity for All: Canada's First Poverty Reduction Strategy; Government of Canada, 2018) and community interest in the areas of disability prevalence, labour market participation, and income inequality.

    Release date: 2018-11-28

  • Articles and reports: 89-653-X2018001
    Description:

    This Concepts and Methods Guide is intended to provide a detailed review of the 2017 APS with respect to its subject matter and methodological approaches. It is designed to assist APS data users by serving as a guide to the concepts and measures of the survey as well as the technical details of the survey's design, field work and data processing. This guide is meant to provide users with helpful information on how to use and interpret survey results. The discussion on data quality also allows users to review the strengths and limitations of the data for their particular needs.

    Chapter 1 of this guide provides an overview of the 2017 APS by introducing the survey's background and objectives. Chapter 2 outlines the survey's themes and explains the key concepts and definitions used for the survey. Chapters 3 to 6 cover important aspects of the APS survey methodology, sampling design, data collection and processing. Chapters 7 and 8 review issues of data quality and caution users about comparing 2017 APS data with data from other sources. Chapter 9 outlines the survey products available to the public, including data tables, analytical articles and reference material. The Appendices provide a comprehensive list of survey indicators, extra coding categories and standard classifications used on the APS. Lastly, a glossary of survey terms is also provided.

    Release date: 2018-11-26

  • Articles and reports: 85-002-X201800154980
    Description:

    This annual Juristat presents 2017 homicide data. Changes in the rates of homicide in Canada over time are examined as well as the characteristics of homicides committed in 2017. It presents information on the age and sex of homicide victims, the methods used to commit homicides (including the use of firearms), whether the homicide was determined to be gang-related, the relationship of the accused to the victim as well as other characteristics of the accused. In addition, information is presented on homicide victims and accused who were identified as Aboriginal.

    Release date: 2018-11-21
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Articles and reports (35)

Articles and reports (35) (0 to 10 of 35 results)

  • Articles and reports: 12-001-X201800254956
    Description:

    In Italy, the Labor Force Survey (LFS) is conducted quarterly by the National Statistical Institute (ISTAT) to produce estimates of the labor force status of the population at different geographical levels. In particular, ISTAT provides LFS estimates of employed and unemployed counts for local Labor Market Areas (LMAs). LMAs are 611 sub-regional clusters of municipalities and are unplanned domains for which direct estimates have overly large sampling errors. This implies the need of Small Area Estimation (SAE) methods. In this paper, we develop a new area level SAE method that uses a Latent Markov Model (LMM) as linking model. In LMMs, the characteristic of interest, and its evolution in time, is represented by a latent process that follows a Markov chain, usually of first order. Therefore, areas are allowed to change their latent state across time. The proposed model is applied to quarterly data from the LFS for the period 2004 to 2014 and fitted within a hierarchical Bayesian framework using a data augmentation Gibbs sampler. Estimates are compared with those obtained by the classical Fay-Herriot model, by a time-series area level SAE model, and on the basis of data coming from the 2011 Population Census.

    Release date: 2018-12-20

  • Articles and reports: 12-001-X201800254957
    Description:

    When a linear imputation method is used to correct non-response based on certain assumptions, total variance can be assigned to non-responding units. Linear imputation is not as limited as it seems, given that the most common methods – ratio, donor, mean and auxiliary value imputation – are all linear imputation methods. We will discuss the inference framework and the unit-level decomposition of variance due to non-response. Simulation results will also be presented. This decomposition can be used to prioritize non-response follow-up or manual corrections, or simply to guide data analysis.

    Release date: 2018-12-20

  • Articles and reports: 91F0015M2018001
    Description:

    This article compares the main data sources and methods that can provide a measure of Canadian emigration. The main result is that the various available sources and methods differ sometimes substantially in regards to their universe, coverage and concepts. As a result, the number of emigrants can also change a lot according to the approach used.

    Release date: 2018-12-20

  • Articles and reports: 82-003-X201801200001
    Description:

    The objective of this study is to compare estimates of physical activity among adults from a newly developed Canadian questionnaire with those obtained objectively by accelerometry. Data for 18- to 79-year-olds were collected in 2014 and 2015 as part of the Canadian Health Measures Survey. Moderate-to-vigorous physical activity was reported on the household questionnaire by domain (transportation, recreation, and occupational or household) as part of the new Physical Activity Adult Questionnaire (PAAQ) and measured objectively using the Actical accelerometer.

    Release date: 2018-12-19

  • Articles and reports: 82-003-X201801200003
    Description:

    This study presents cancer incidence by stage at diagnosis for the top four cancers, using data from the Canadian Cancer Registry for the combined period of 2011 to 2015.

    Release date: 2018-12-19

  • Articles and reports: 13-605-X201800154969
    Description:

    Statistics Canada is responsible for compiling and disseminating Canada’s key macroeconomic indicators such as gross domestic product, household spending, investment, exports, imports, government revenue and expenditure, and industrial output. With the approval of Bill C-45, a significant portion of cannabis production and consumption is moving from the illegal to the legal market. This now-legal activity is in scope for inclusion in Canada’s estimates of gross domestic product just like other legal economic activities. The change in legal status makes it much easier for Statistics Canada to gather credible data to measure the size of the market. This paper outlines how the Canadian national economic accounts will be adjusted to incorporate both the illegal and the now-legal production and consumption of non-medical cannabis for the period 1961 forward.

    Release date: 2018-12-07

  • Articles and reports: 85-002-X201800154978
    Description:

    This Juristat article examines family violence in Canada. It includes sections dedicated to police-reported data on intimate partner violence, family violence against children and youth, and family violence against seniors.

    Release date: 2018-12-05

  • Articles and reports: 89-654-X2018002
    Description:

    This profile article is the first main release by Statistics Canada based on findings from the 2017 Canadian Survey on Disability. It is divided into three sections - demographics, employment, and income - and provides a general snapshot on persons with disabilities to inform on emerging government priorities (such as Opportunity for All: Canada's First Poverty Reduction Strategy; Government of Canada, 2018) and community interest in the areas of disability prevalence, labour market participation, and income inequality.

    Release date: 2018-11-28

  • Articles and reports: 89-653-X2018001
    Description:

    This Concepts and Methods Guide is intended to provide a detailed review of the 2017 APS with respect to its subject matter and methodological approaches. It is designed to assist APS data users by serving as a guide to the concepts and measures of the survey as well as the technical details of the survey's design, field work and data processing. This guide is meant to provide users with helpful information on how to use and interpret survey results. The discussion on data quality also allows users to review the strengths and limitations of the data for their particular needs.

    Chapter 1 of this guide provides an overview of the 2017 APS by introducing the survey's background and objectives. Chapter 2 outlines the survey's themes and explains the key concepts and definitions used for the survey. Chapters 3 to 6 cover important aspects of the APS survey methodology, sampling design, data collection and processing. Chapters 7 and 8 review issues of data quality and caution users about comparing 2017 APS data with data from other sources. Chapter 9 outlines the survey products available to the public, including data tables, analytical articles and reference material. The Appendices provide a comprehensive list of survey indicators, extra coding categories and standard classifications used on the APS. Lastly, a glossary of survey terms is also provided.

    Release date: 2018-11-26

  • Articles and reports: 85-002-X201800154980
    Description:

    This annual Juristat presents 2017 homicide data. Changes in the rates of homicide in Canada over time are examined as well as the characteristics of homicides committed in 2017. It presents information on the age and sex of homicide victims, the methods used to commit homicides (including the use of firearms), whether the homicide was determined to be gang-related, the relationship of the accused to the victim as well as other characteristics of the accused. In addition, information is presented on homicide victims and accused who were identified as Aboriginal.

    Release date: 2018-11-21
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