Analysis

Description: This study presents an updated sociodemographic profile of children aged 0 to 14 years with affirmative responses largely based on parent reports to the questions on the 2021 Census long-form questionnaire about difficulties with activities of daily living.

Description: Inspired by the two excellent discussions of our paper, we offer some new insights and developments into the problem of estimating participation probabilities for non-probability samples. First, we propose an improvement of the method of Chen, Li and Wu (2020), based on best linear unbiased estimation theory, that more efficiently leverages the available probability and non-probability sample data. We also develop a sample likelihood approach, similar in spirit to the method of Elliott (2009), that properly accounts for the overlap between both samples when it can be identified in at least one of the samples. We use best linear unbiased prediction theory to handle the scenario where the overlap is unknown. Interestingly, our two proposed approaches coincide in the case of unknown overlap. Then, we show that many existing methods can be obtained as a special case of a general unbiased estimating function. Finally, we conclude with some comments on nonparametric estimation of participation probabilities.

Description: Non-probability samples are being increasingly explored in National Statistical Offices as an alternative to probability samples. However, it is well known that the use of a non-probability sample alone may produce estimates with significant bias due to the unknown nature of the underlying selection mechanism. Bias reduction can be achieved by integrating data from the non-probability sample with data from a probability sample provided that both samples contain auxiliary variables in common. We focus on inverse probability weighting methods, which involve modelling the probability of participation in the non-probability sample. First, we consider the logistic model along with pseudo maximum likelihood estimation. We propose a variable selection procedure based on a modified Akaike Information Criterion (AIC) that properly accounts for the data structure and the probability sampling design. We also propose a simple rank-based method of forming homogeneous post-strata. Then, we extend the Classification and Regression Trees (CART) algorithm to this data integration scenario, while again properly accounting for the probability sampling design. A bootstrap variance estimator is proposed that reflects two sources of variability: the probability sampling design and the participation model. Our methods are illustrated using Statistics Canada’s crowdsourcing and survey data.

Description: The infographic uses data from the integrated file of the Postsecondary Student Information System, the 2016 Census, the 2021 Census and the T1 Family File to compare the job quality of Indigenous graduates with a bachelor's degree with that of non-racialized and non-Indigenous graduates two years after graduation. Job quality indicators include employment income, unionization rate, and employer pension plan coverage rate.

Description: Optimal oral health is an essential element of healthy aging. Oral health problems such as tooth loss, periodontal disease, and dry mouth accumulate throughout adult life and worsen with increasing age. Using data from the 2019/2020 Canadian Health Survey on Seniors, this study explores the link between dental insurance, income, and oral health care access among seniors (aged 65 and over) in Canada. It contributes to the understanding of oral health care among seniors before the implementation of the Canadian Dental Care Plan.

Description: The purpose of this document is to define the concept of peer groups, to give an overview of how they are created and to demonstrate their usefulness. This paper presents the 2023 classification of the peer groups.

Description: This study examines the economic footprint created by the Canadian research and development pharmaceutical sector on the Canadian economy in 2021, including a focus on the contribution of Innovative Medicines Canada’s members. While the impact of the sector’s medical research is well known, less known are the economic impacts of the sector on the Canadian economy, such as the value generated, the jobs supported and the investments made.

Description: From April 2nd to May 6th, 2024, Statistics Canada conducted the Canadian Survey on Business Conditions. The purpose of this survey is to collect information on businesses in Canada related to emerging issues. This infographic presents key results from this.

Description: Over the last several years, recreational screen time has been increasing. During the COVID-19 pandemic, recreational screen time rose among Canadian youth and adults, and those who increased screen time had poorer self-reported mental health. Using data from the 2017, 2018, and 2021 Canadian Community Health Survey, the objective of this study was to compare recreational screen time behaviours before (2018) and during (2021) the pandemic, looking at patterns by sociodemographic subgroups of the Canadian population.

Description: While many Canadians prefer to live in low-density housing, the supply of these units is linked to urban sprawl and attendant environmental and economic implications. This article examines recent trends of new housing supply and areas of urban sprawl in select Canadian cities. It also analyzes the characteristics of homeowners who live in neighbourhoods which have recently experienced urban sprawl.

Description: The infographic uses data from the integrated file of the Postsecondary Student Information System, the 2016 Census, the 2021 Census and the T1 Family File to compare the job quality of Indigenous graduates with a bachelor's degree with that of non-racialized and non-Indigenous graduates two years after graduation. Job quality indicators include employment income, unionization rate, and employer pension plan coverage rate.

Description: From April 2nd to May 6th, 2024, Statistics Canada conducted the Canadian Survey on Business Conditions. The purpose of this survey is to collect information on businesses in Canada related to emerging issues. This infographic presents key results from this.

Description: From January 2nd to February 5th, 2024, Statistics Canada conducted the Canadian Survey on Business Conditions. The purpose of this survey is to collect information on businesses in Canada related to emerging issues. This iteration of the survey focuses on business expectations and business conditions in Canada. In addition, the questionnaire for the first quarter of 2024 includes a component specifically for non-profit organizations (NPOs). The intent of this set of questions is to address a present data gap and to provide a better understanding of the non-profit sector. This infographic presents key results from this.

Description: This infographic presents some highlights from the 2022 Canadian Income Survey data.

Description: This infographic examines the early child care experiences of children with long-term conditions or disabilities using data from the 2023 Survey on Early Learning and Child Care arrangements – Children with Long-term Conditions and Disabilities (SELCCA – CLCD). It explores the types of extra support needed while in child care, the common difficulties they experienced as well as the impacts on the parent or guardian having difficulty finding a child care arrangement.

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.

Description: This infographic provides estimates on health care workers' stress, alcohol consumption and positive health behaviours during the COVID-19 pandemic. Estimates are provided across three primary health care worker groups: nurses, physicians, and Personal Support Workers/Care Aides (PSWs/CAs).

Description: This infographic is a visual representation using some of the data from the 2023 Police Administration Survey. Findings reported on the infographic include results on key indicators such as police strength, number of police officers, number of calls for service and police personnel data.

Description: Using data from the 2021 Census of Population, this infographic examines the prevalence of low income among persons in one-parent families with an immigrant parent. This infographic explores the prevalence of low income among persons in one-parent families according to the parent’s admission category and racialized group, as well as the presence of young children in the family.

Description: This infographic examines Canadian exporters in 2021 that have been funded by the federal government through Business Innovation and Growth Support (BIGS) programs. Data is presented by program, countries of export, industry and comparison highlights.

Description: This study presents an updated sociodemographic profile of children aged 0 to 14 years with affirmative responses largely based on parent reports to the questions on the 2021 Census long-form questionnaire about difficulties with activities of daily living.

Description: Inspired by the two excellent discussions of our paper, we offer some new insights and developments into the problem of estimating participation probabilities for non-probability samples. First, we propose an improvement of the method of Chen, Li and Wu (2020), based on best linear unbiased estimation theory, that more efficiently leverages the available probability and non-probability sample data. We also develop a sample likelihood approach, similar in spirit to the method of Elliott (2009), that properly accounts for the overlap between both samples when it can be identified in at least one of the samples. We use best linear unbiased prediction theory to handle the scenario where the overlap is unknown. Interestingly, our two proposed approaches coincide in the case of unknown overlap. Then, we show that many existing methods can be obtained as a special case of a general unbiased estimating function. Finally, we conclude with some comments on nonparametric estimation of participation probabilities.

Description: Non-probability samples are being increasingly explored in National Statistical Offices as an alternative to probability samples. However, it is well known that the use of a non-probability sample alone may produce estimates with significant bias due to the unknown nature of the underlying selection mechanism. Bias reduction can be achieved by integrating data from the non-probability sample with data from a probability sample provided that both samples contain auxiliary variables in common. We focus on inverse probability weighting methods, which involve modelling the probability of participation in the non-probability sample. First, we consider the logistic model along with pseudo maximum likelihood estimation. We propose a variable selection procedure based on a modified Akaike Information Criterion (AIC) that properly accounts for the data structure and the probability sampling design. We also propose a simple rank-based method of forming homogeneous post-strata. Then, we extend the Classification and Regression Trees (CART) algorithm to this data integration scenario, while again properly accounting for the probability sampling design. A bootstrap variance estimator is proposed that reflects two sources of variability: the probability sampling design and the participation model. Our methods are illustrated using Statistics Canada’s crowdsourcing and survey data.

Description: Optimal oral health is an essential element of healthy aging. Oral health problems such as tooth loss, periodontal disease, and dry mouth accumulate throughout adult life and worsen with increasing age. Using data from the 2019/2020 Canadian Health Survey on Seniors, this study explores the link between dental insurance, income, and oral health care access among seniors (aged 65 and over) in Canada. It contributes to the understanding of oral health care among seniors before the implementation of the Canadian Dental Care Plan.

Description: The purpose of this document is to define the concept of peer groups, to give an overview of how they are created and to demonstrate their usefulness. This paper presents the 2023 classification of the peer groups.

Description: This study examines the economic footprint created by the Canadian research and development pharmaceutical sector on the Canadian economy in 2021, including a focus on the contribution of Innovative Medicines Canada’s members. While the impact of the sector’s medical research is well known, less known are the economic impacts of the sector on the Canadian economy, such as the value generated, the jobs supported and the investments made.

Description: Over the last several years, recreational screen time has been increasing. During the COVID-19 pandemic, recreational screen time rose among Canadian youth and adults, and those who increased screen time had poorer self-reported mental health. Using data from the 2017, 2018, and 2021 Canadian Community Health Survey, the objective of this study was to compare recreational screen time behaviours before (2018) and during (2021) the pandemic, looking at patterns by sociodemographic subgroups of the Canadian population.

Description: While many Canadians prefer to live in low-density housing, the supply of these units is linked to urban sprawl and attendant environmental and economic implications. This article examines recent trends of new housing supply and areas of urban sprawl in select Canadian cities. It also analyzes the characteristics of homeowners who live in neighbourhoods which have recently experienced urban sprawl.

Description: This Juristat article explores recent trends in police-reported sexual assault and other selected types of violent crime, following the implementation of changes to the Uniform Crime Reporting Survey in 2018. Analysis includes a focus on clearance status and victim, accused person and incident characteristics, comparing results from 2017 to the years that followed the changes.

Description: The Canadian Income Survey (CIS) has introduced improvements to the methods and data sources used to produce income and poverty estimates with the release of its 2022 reference year estimates. Foremost among these improvements is a significant increase in the sample size for a large subset of the CIS content. The weighting methodology was also improved and the target population of the CIS was changed from persons aged 16 years and over to persons aged 15 years and over. This paper describes the changes made and presents the approximate net result of these changes on the income estimates and data quality of the CIS using 2021 data. The changes described in this paper highlight the ways in which data quality has been improved while having little impact on key CIS estimates and trends.

Description:

This document of fact sheets provides an Aboriginal language profile of Métis, Inuit, and off-reserve First Nations children under the age of six in Canada. The 2006 Aboriginal Children's Survey is used to provide broad indicators of young Aboriginal children's experiences with Aboriginal languages. Data include their ability to speak and understand an Aboriginal language, and their exposure to Aboriginal languages at home and in the community. Family characteristics associated with Aboriginal language knowledge are also presented. Finally, the hopes and expectations of parents regarding their children's acquisition of an Aboriginal language are described.

Description:

This report presents the highlights of the age and sex data release from the 2006 Census of Population. Numerous colour maps, figures and tables illustrate the latest demographic trends and geographic patterns observed from the published data.

Description:

This report briefly describes over 100 long-term medical follow-up studies covering topics over the complete life cycle including most age groups and diseases. The research projects examine delayed health outcomes in relation to occupational, environmental, lifestyle, medical and socio-economic factors.

This inventory of projects carried out since 1978, searchable by themes, will aid in determining earlier research completed using record linkage plus national birth, cancer and death databases for Canada. It outlines the agencies involved, the main investigators at the time of the work, the size of the study population, and provides citations to published findings. This report will be useful for those who make or influence policies, regulations and medical guidelines, and carry out research that affects the health of the population at the industry, community, regional, national or international level.

Description:

This paper contains regional and provincial findings from the second wave of the Longitudinal Survey of Immigrants to Canada (LSIC). The LSIC was designed to study how newly arrived immigrants adjust over time to living in Canada.

This paper focuses on the issue of labour market integration for immigrants at the regional and provincial levels. Labour market integration is a critical aspect of the immigrant settlement process. For the major provinces and Census Metropolitan Areas, this paper addresses questions such as: how long does it take newly arrived immigrants to get their first job? How many of them find employment in their intended occupation? And what obstacles do they encounter when looking for work?

Description:

The Longitudinal Survey of Immigrants to Canada (LSIC), conducted jointly by Statistics Canada and Citizenship and Immigration Canada under the Policy Research Initiative, is a comprehensive survey designed to study the process by which new immigrants adapt to Canadian society. About 12,000 immigrants aged 15 and older who arrived in Canada from abroad between October 2000 and September 2001 were interviewed. By late 2005, when all three waves of interviews will have been completed, the survey will provide a better understanding of how the settlement process unfolds for new immigrants.

The results of this survey will provide valuable information on how immigrants are meeting various challenges associated with integration and what resources are most helpful to their settlement in Canada. The main topics being investigated include housing, education, foreign credentials recognition, employment, income, the development and use of social networks, language skills, health, values and attitudes, and satisfaction with the settlement experience.

Results from the first wave of the LSIC had shown that labour market integration was a particularly critical aspect of the immigrant settlement process. This paper therefore focuses on this issue. The release addresses questions such as: how long does it take newly arrived immigrants to get their first job? How many of them find employment in their intended occupation? And what obstacles do they encounter when looking for work?

Description:

This publication provides the first national portrait of the many thousands of nonprofit and voluntary organizations found in every Canadian community. The data, from the National Survey of Nonprofit and Voluntary Organizations, reveal a set of organizations that are widely diverse in nature, touching virtually every aspect of Canadians' lives.

Description:

"Learning a living: First results of the Adult Literacy and Life Skills Survey" presents new evidence on the nature and magnitude of the literacy gaps faced by OECD countries and how these gaps have evolved over the medium term.

The fundamental goal of the Adult Literacy and Life Skills Survey (ALL) is to shed new light on the twin processes of skill gain and loss. The survey is sponsored by the Organisation for Economic Co-operation and Development (OECD).

The report offers new insights into the factors that influence the formation and loss of adult skills in various settings - at home and at work - for the seven countries participating in the first round of data collection. The study offers the first comparative evidence on the impact of formal adult education and informal learning on the supply of skill. It also provides unique insight into the distribution of information and communication technology skills, and how these have amplified both productivity and wage inequality.

It is meant to assist decision makers in formulating policy in four areas:-Policies aimed at removing skill deficits that act as barriers to innovation, productivity and high rates of economic growth;-Policies designed to limit and reverse social exclusion and income inequality; -Policies that seek to reduce the unit cost of delivering public health care and education services;-Policies conceived to improve quality in all spheres, from public services to quality of life, individual fulfillment and happiness.

Description:

This booklet summarizes the key results of the first National Survey of Nonprofit and Voluntary Organizations. These organizations have a significant economic presence and serve as vehicles for citizen engagement. However, many report significant challenges to their capacity to fulfill their missions.

Description:

This work is an updated version of a study published under the same title following the population censuses of 1991 and 1996. The text and tables have been adapted to reflect the more complete data from the 2001 Census, in which the usual questions on knowledge of languages, mother tongue, and language spoken 'most often' at home are supplemented by a question on languages spoken 'regularly' at home , and a two-part question on language use at work, that is, the language used 'most often,' and other languages used 'regularly,' in the workplace. This enrichment of the content has allowed us to expand our analysis while remaining true to the initial goal of presenting in a straightfoward manner basic statistics on the country's demolinguistic reality.

Description:

The 2001 Participation and Activity Limitation Survey (PALS) is a post-censal survey of adults and children whose everyday activities may be limited because of a condition or health problem. A sample of those persons who answered 'Yes' to the 2001 Census disability filter questions were included in the PALS Survey population. Approximately 35,000 adults and 8,000 children living in private and some collective households in the 10 provinces were selected to participate in the survey. The data was collected after the 2001 Census, in the fall of 2001.

This paper presents initial results on the number of persons with disabilities, disability rates as well as the type and severity of disability, by age and sex, for Canada and the provinces.