Analysis

Description: This study examines the economic footprint created by the Canadian research and development pharmaceutical sector on the Canadian economy in 2020, 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: This infographic provides details about the median employment earnings as well as rates of return to studies of graduates.

Description: This paper uses longitudinal data derived from a database that integrates data from the Postsecondary Student Information System (PSIS) with data from the Canada Emergency Response Benefit (CERB) and the Canada Emergency Student Benefit (CESB) to provide insights into the differences in the rate of receipt of CERB and CESB of students who were in postsecondary education at the beginning of the COVID-19 pandemic. The emergency benefits payments are examined along various educational and socio-economic characteristics.

Description:

The infographic for active enterprises consists of all enterprises that had either revenue or employees at any time during the reference period.

Description:

Businesses are aiming to retain employees in order to keep up with increased supply and demand pressures. Based on the results of the Canadian Survey on Business Conditions, most businesses were likely to expect obstacles regarding the retention of current staff as well as the recruitment of new staff in order to fill vacant positions they may be experiencing. Almost half of businesses foresee rising costs of inputs and labour to be an obstacle in addressing staffing challenges. This article provides insights on the topics of challenges of hiring and vacant positions.

Description:

The prevalence of diabetes mellitus in adults is increasing in Canada and worldwide, due to population aging as well as various social, environmental, and genetic factors. The objective of this study was to examine different individual and neighbourhood characteristics and their independent associations with risk of hospitalization for diabetes (type 1 or type 2) and selected commonly comorbid conditions among the high-risk Canadian adult population.

Description:

Strong, positive relationships are critical to the healthy development of adolescents in their transition to adulthood. Using 2017/2018 reports from the nationally representative Health Behaviour in School-aged Children study, this study examined the strength, consistency and significance of associations between “intensive” social media use (frequent use to connect with other people) and “problematic” social media use (use that depicts addictive qualities) and available measures of adolescent relationships and connections.

Description:

Canada’s COVID-19 vaccination campaign began on December 14, 2020 with the arrival of a limited number of doses which were prioritized for high-risk populations, such as the elderly, residents and staff of congregate living settings, frontline healthcare workers, and Indigenous populations. Using data from the COVID-19 Vaccination Coverage Survey (CVCS), this study’s objective was to examine sociodemographic disparities in COVID-19 vaccination uptake and intent by identifying the social and economic determinants associated with vaccination uptake among seniors aged 60 years and older (i.e., those eligible for vaccination at the time of the survey) and the determinants of vaccination intent in the entire adult population.

Description:

This article examines some of the effects of COVID-19 on rural businesses in Canada, with comparison to urban counterparts by industry for contextual support. Topics include business obstacles, expectations for the next year, workforce changes and other subjects from the Canadian Survey on Business Conditions, fourth quarter of 2022.

Description:

Physical flow accounts (PFA) record the annual flows of natural resources, products and residuals between the Canadian economy and the environment. The Water Account describes the use of the natural resource input of water and of water accessed through municipal water supply or irrigation systems by industries, governments, institutions, and households.

Description: This infographic provides details about the median employment earnings as well as rates of return to studies of graduates.

Description:

The infographic for active enterprises consists of all enterprises that had either revenue or employees at any time during the reference period.

Description:

Physical flow accounts (PFA) record the annual flows of natural resources, products and residuals between the Canadian economy and the environment. The Water Account describes the use of the natural resource input of water and of water accessed through municipal water supply or irrigation systems by industries, governments, institutions, and households.

Description:

This infographic features government spending data in Canada for the 2021/2022 fiscal year. It gives a breakdown of expenses by the socio-economic purpose for which the funds are used.

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This presentation provides a summary of some of the recent social and economic developments in Canada while emerging from the pandemic. It highlights examples of economic resilience and upcoming challenges.

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Based on the 2021 Census data, the following infographic provides information on Canadian citizenship.

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An analysis of medical and non-medical cannabis consumption in the past 12 months among the population aged 15 or older, using the 2019/2020 Canadian Community Health Survey.

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In this video, you will learn the answers to the following questions: What are the different types of error? What are the types of error that lead to statistical bias? Where during the data journey statistical bias can occur?

Description:

This Census in Brief article reports on housing conditions among First Nations people, Métis and Inuit in 2021. It describes the share of First Nations people, Métis and Inuit living in crowded dwellings and dwellings in need of major repair, and reports variation by provinces, territories, and the regions of Inuit Nunangat. This article also highlights the most common living arrangements among First Nations people, Métis and Inuit who were living in crowded dwellings and dwellings in need of major repair, and reports on how housing conditions have changed since 2016.

Description:

This article uses administrative data from the Canada Emergency Response Benefit (CERB) program linked to the 2016 long-form Census to examine socio-economic characteristics of Indigenous workers who received the benefit between March and September 2020. Proportions of workers who received payment are presented by age group, sex, province or region, industry of employment, income and size of business as well as for First Nations, Métis and Inuit workers separately.

Description: This study examines the economic footprint created by the Canadian research and development pharmaceutical sector on the Canadian economy in 2020, 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: This paper uses longitudinal data derived from a database that integrates data from the Postsecondary Student Information System (PSIS) with data from the Canada Emergency Response Benefit (CERB) and the Canada Emergency Student Benefit (CESB) to provide insights into the differences in the rate of receipt of CERB and CESB of students who were in postsecondary education at the beginning of the COVID-19 pandemic. The emergency benefits payments are examined along various educational and socio-economic characteristics.

Description:

Businesses are aiming to retain employees in order to keep up with increased supply and demand pressures. Based on the results of the Canadian Survey on Business Conditions, most businesses were likely to expect obstacles regarding the retention of current staff as well as the recruitment of new staff in order to fill vacant positions they may be experiencing. Almost half of businesses foresee rising costs of inputs and labour to be an obstacle in addressing staffing challenges. This article provides insights on the topics of challenges of hiring and vacant positions.

Description:

The prevalence of diabetes mellitus in adults is increasing in Canada and worldwide, due to population aging as well as various social, environmental, and genetic factors. The objective of this study was to examine different individual and neighbourhood characteristics and their independent associations with risk of hospitalization for diabetes (type 1 or type 2) and selected commonly comorbid conditions among the high-risk Canadian adult population.

Description:

Strong, positive relationships are critical to the healthy development of adolescents in their transition to adulthood. Using 2017/2018 reports from the nationally representative Health Behaviour in School-aged Children study, this study examined the strength, consistency and significance of associations between “intensive” social media use (frequent use to connect with other people) and “problematic” social media use (use that depicts addictive qualities) and available measures of adolescent relationships and connections.

Description:

Canada’s COVID-19 vaccination campaign began on December 14, 2020 with the arrival of a limited number of doses which were prioritized for high-risk populations, such as the elderly, residents and staff of congregate living settings, frontline healthcare workers, and Indigenous populations. Using data from the COVID-19 Vaccination Coverage Survey (CVCS), this study’s objective was to examine sociodemographic disparities in COVID-19 vaccination uptake and intent by identifying the social and economic determinants associated with vaccination uptake among seniors aged 60 years and older (i.e., those eligible for vaccination at the time of the survey) and the determinants of vaccination intent in the entire adult population.

Description:

This article examines some of the effects of COVID-19 on rural businesses in Canada, with comparison to urban counterparts by industry for contextual support. Topics include business obstacles, expectations for the next year, workforce changes and other subjects from the Canadian Survey on Business Conditions, fourth quarter of 2022.

Description:

Non-probability samples are deprived of the powerful design probability for randomization-based inference. This deprivation, however, encourages us to take advantage of a natural divine probability that comes with any finite population. A key metric from this perspective is the data defect correlation (ddc), which is the model-free finite-population correlation between the individual’s sample inclusion indicator and the individual’s attribute being sampled. A data generating mechanism is equivalent to a probability sampling, in terms of design effect, if and only if its corresponding ddc is of N-1/2 (stochastic) order, where N is the population size (Meng, 2018). Consequently, existing valid linear estimation methods for non-probability samples can be recast as various strategies to miniaturize the ddc down to the N-1/2 order. The quasi design-based methods accomplish this task by diminishing the variability among the N inclusion propensities via weighting. The super-population model-based approach achieves the same goal through reducing the variability of the N individual attributes by replacing them with their residuals from a regression model. The doubly robust estimators enjoy their celebrated property because a correlation is zero whenever one of the variables being correlated is constant, regardless of which one. Understanding the commonality of these methods through ddc also helps us see clearly the possibility of “double-plus robustness”: a valid estimation without relying on the full validity of either the regression model or the estimated inclusion propensity, neither of which is guaranteed because both rely on device probability. The insight generated by ddc also suggests counterbalancing sub-sampling, a strategy aimed at creating a miniature of the population out of a non-probability sample, and with favorable quality-quantity trade-off because mean-squared errors are much more sensitive to ddc than to the sample size, especially for large populations.

Description:

Two-phase sampling is a cost effective sampling design employed extensively in surveys. In this paper a method of most efficient linear estimation of totals in two-phase sampling is proposed, which exploits optimally auxiliary survey information. First, a best linear unbiased estimator (BLUE) of any total is formally derived in analytic form, and shown to be also a calibration estimator. Then, a proper reformulation of such a BLUE and estimation of its unknown coefficients leads to the construction of an “optimal” regression estimator, which can also be obtained through a suitable calibration procedure. A distinctive feature of such calibration is the alignment of estimates from the two phases in an one-step procedure involving the combined first-and-second phase samples. Optimal estimation is feasible for certain two-phase designs that are used often in large scale surveys. For general two-phase designs, an alternative calibration procedure gives a generalized regression estimator as an approximate optimal estimator. The proposed general approach to optimal estimation leads to the most effective use of the available auxiliary information in any two-phase survey. The advantages of this approach over existing methods of estimation in two-phase sampling are shown both theoretically and through a simulation study.

Description:

This study provides the first socioeconomic profile of immigrant women board directors and officers in Canada from an intersectional lens. Linking data from the Corporations Returns Act with those from the Longitudinal Immigration database, exploratory estimates are presented. The study analyzes characteristics of immigrants at admission and disparities in family, work and income characteristics, mainly by gender and immigrant status. Further, it informs on the types of businesses in which diverse women executives contribute to corporate governance and strategic decision making.

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This paper examines the revisions published in 2011 to Canadian and the United States business sector labour productivity estimates and related variables. In addition to the usual three years revision cycle of the Canadian National Accounts, hours worked in Canada were revised back to 1981 to incorporate the historical revision of the Labour Force Survey published in January 2011. The United States National Accounts estimates were revised back to 2003 and hours worked back to 2002.

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This report introduces the Crime Severity Index, a new tool for measuring police-reported crime in Canada that for the first time tracks changes in the severity of crime, not just volume.The report also examines how crime is measured in Canada, as well as recent improvements to statistics on crime that are gathered from the police.

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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.

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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.

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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.

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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:

Since September 11, 2001, important changes in the financial and operating statistics of airline activities in Canada have taken place. In particular, most airline companies have seen a deterioration of their financial positions and the number of flights and of seats available have generally decreased while security measures have increased. The aim of this paper is to examine the post-September 11 aviation market in Canada with respect to one key operating characteristic: the number of flights of airline companies operating in Canada. More specifically, the following questions are addressed: Was there a recovery in airline activities in Canada since September 11? Were all losses in all sectors recovered (domestic, transborder and international)? Were all losses at all airports recovered?

This paper is divided into three sections: 1. Data sources and limitations, the scope of this research and the methodological approach used are described in the first section. 2. The second section highlights the main results obtained and discusses these results in the context of the recent trends in airline activities in Canada. 3. Lastly, some conclusions are offered, based on the evidence collected and analysed.

Description:

This study documents the methodological and technical challenges that are involved in performing analysis on small groups using a sample survey, oversampling, response rate, non-response rate due to language, release feasibility and sampling variability. It is based on the 1999 General Social Survey (GSS) on victimization.

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This report provides a descriptive overview of the first results from the 2000 Youth in Transition Survey (YITS) for 18-20-year-olds in Canada. The YITS, developed through a partnership between Human Resources Development Canada and Statistics Canada, is a longitudinal survey designed to collect a broad range of information on the education and labour market experiences of youth.

This report provides new information on high school dropout rates as of December 1999 and compares high school graduates and dropouts on a number of dimensions, including family background, parental education and occupation, engagement with school, working during high school, peer influence, and educational aspirations. This report also provides a first look at pathways followed by young people once they are no longer in high school, including their participation in post-secondary education, employment status, self-assessed skills levels, and barriers to post-secondary education.