Analysis

COVID-19 A data perspective

COVID-19: A data perspective: Explore key economic trends and social challenges that arise as the COVID-19 situation evolves.

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All (7,902) (0 to 10 of 7,902 results)

  • Stats in brief: 45-28-0001202000100042
    Description:

    The economic lockdown triggered by COVID-19 has led so far to disproportionate employment losses among lower-paid workers and young workers. Its impact on visible minorities is currently less known. Using data from a large crowdsourcing data collection initiative, the study further compares the degree to which visible minority participants: a) experienced job loss or reduced workhours since the onset of the pandemic, b) were strongly or moderately impacted financially, and c) applied for and received federal income support.

    Release date: 2020-07-06

  • Stats in brief: 45-28-0001202000100048
    Description:

    The study examines the precautions and concerns of participants who responded to a crowdsourcing initiative between April 3 and April 25 and who reported that they were living in the Canadian North. Results are presented separately for Yukon, the Northwest Territories, and Nunavut.

    Release date: 2020-07-06

  • Stats in brief: 11-627-M2020040
    Description:

    This infographic highlights data from the 2017 Canadian Survey on Disability to provide a look at the vulnerability of persons aged 15 and over with disabilities in Canada including potential areas of impact and unique challenges persons with disabilities may face during the COVID-19 pandemic.

    Release date: 2020-07-06

  • Articles and reports: 11F0019M2020012
    Description:

    The Government of Canada offers various financial incentives for parents to save for their children’s postsecondary education by contributing to a Registered Education Savings Plan (RESP). However, RESP participation rates tend to rise substantially with family income, and previous research has demonstrated that family wealth was the single most important reason for this trend (among factors that could be examined). This study explores whether differences in parental literacy, numeracy and financial literacy can further account for some of the gap in RESP participation by level of family income.

    Release date: 2020-07-06

  • Stats in brief: 11-001-X202018822344
    Description: Release published in The Daily – Statistics Canada’s official release bulletin
    Release date: 2020-07-06

  • Stats in brief: 11-001-X202018824325
    Description: Release published in The Daily – Statistics Canada’s official release bulletin
    Release date: 2020-07-06

  • Stats in brief: 11-001-X202018824443
    Description: Release published in The Daily – Statistics Canada’s official release bulletin
    Release date: 2020-07-06

  • Stats in brief: 11-001-X202018824823
    Description: Release published in The Daily – Statistics Canada’s official release bulletin
    Release date: 2020-07-06

  • Journals and periodicals: 11-627-M
    Description:

    Every year, Statistics Canada collects data from hundreds of surveys. As the amount of data gathered increases, Statistics Canada has introduced infographics to help people, business owners, academics, and management at all levels, understand key information derived from the data. Infographics can be used to quickly communicate a message, to simplify the presentation of large amounts of data, to see data patterns and relationships, and to monitor changes in variables over time.

    These infographics will provide a quick overview of Statistics Canada survey data.

    Release date: 2020-07-06

  • Journals and periodicals: 11F0019M
    Geography: Canada
    Description:

    The Analytical Studies Branch Research Paper Series provides for the circulation of research conducted by Analytical Studies Branch staff and collaborators. The Series is intended to stimulate discussion on a variety of topics, such as labour, immigration, education and skills, income mobility, well-being, aging, firm dynamics, productivity, economic transitions, and economic geography. Readers of the Series are encouraged to contact the authors with their comments and suggestions. All the papers in the Analytical Studies Branch Research Paper Series go through institutional and peer review to ensure that they conform to Statistics Canada's mandate as a governmental statistical agency and adhere to generally accepted standards of good professional practice.

    Release date: 2020-07-06
Stats in brief (1,738)

Stats in brief (1,738) (1,680 to 1,690 of 1,738 results)

  • Stats in brief: 88-001-X20000077923
    Description:

    The higher education sector is composed of "all universities, colleges of technology and other institutes of post-secondary education, whatever their source of finance or legal status. It also includes all research institutes, experimental stations and clinics operating under the direct control of, or administered by, or associated with higher education establishments."

    Release date: 2000-12-21

  • Stats in brief: 88-001-X20000067924
    Geography: Province or territory
    Description:

    Gross domestic expenditures on research and development (GERD) represents total R&D expenditures performed in a country's national territory during a given year. GERD includes research and development performed within a country and funded from abroad but excludes payments sent abroad for research and development performed in other countries.

    Release date: 2000-12-20

  • Stats in brief: 88-001-X20000057925
    Description:

    This Bulletin provides recent information on the performance and funding of Federal Government Expenditures on Scientific Activities, 2000-2001. The statistics presented are derived from the survey of the science and technology (S&T) activities of Federal departments and agencies. According to international convention, S&T is divided into two fields; Natural Sciences and Engineering (NSE) and Social Sciences and Humanities (SSH). These fields of science are further divided into Research and Development (R&D) and Related Scientific Activities (RSA).

    Release date: 2000-11-23

  • Stats in brief: 88-001-X20000047926
    Description:

    Statistics presented are derived from a survey of nine Provincial Research Organizations (PRO): the InNOVAcorp (formerly the Nova Scotia Research Foundation Corporation), the New Brunswick Research and Productivity Council, the "Centre de recherche industrielle du Québec (CRIQ)", the Industrial Technology Centre (Manitoba) (formerly the Economic Innovation and Technology Council), the Saskatchewan Research Council, the Alberta Research Council, the Yukon Research Institute, the NUNAVUT Research Institute (formerly the Science Institute of the Northwest Territories) and the Aurora Research Institute.

    Release date: 2000-11-16

  • Stats in brief: 88-003-X20000035778
    Geography: Canada
    Description:

    Updates on expenditures and personnel.

    Release date: 2000-10-06

  • Stats in brief: 88-001-X20000017929
    Description:

    This service bulletin presents federal government personnel (Full-Time Equivalent - FTE*) engaged in S&T activities. Data on federal government expenditures on S&T are found in Volume 23, No. 5 of this publication.

    Release date: 2000-03-17

  • Stats in brief: 88-001-X19990107930
    Description:

    This service bulletin presents the geographic distribution of federal government science and technologyexpenditures. Data on federal government expenditures on science and technology are found in Volume 23,No. 5 of this publication, released in October, 1999. In both this and the earlier bulletin, science and technology (S&T) expenditure is the sum of expenditures on research and development (R&D) and on related scientific activities (RSA).

    Release date: 1999-12-23

  • Stats in brief: 88-001-X19990097966
    Description:

    The statistics presented in this bulletin are derived from our latest survey of industrial research and development activities in Canada. The survey reports on the research and development spending intentions for 1999, the estimates for 1998 and the actual expenditures for 1997 of corporations performing research and development activities in Canada. In 1997, a decision was made to eliminate the short survey forms in favour of administrative data, in order to reduce the response burden.

    Release date: 1999-12-22

  • Stats in brief: 13-604-M1999036
    Description:

    Recent economic trends, including expanding globalization of trade (as evidenced by new trade agreements), volatility in market exchange rates, and greater interest in international comparisons of real income and productivity are generating increased interest in intercountry comparisons. These comparisons are made in real terms derived from purchasing power parities (PPPs). In Canada, a particularly important relationship with the United States focusses attention on US/Canada comparative price and volume measures. This article includes updated annual bilateral volume indexes of real gross domestic product (GDP) per capita and its components for the United States, compared with Canada, and the associated PPPs.

    Release date: 1999-11-30

  • Stats in brief: 88-001-X19990087967
    Description:

    This release provides data on the research and development activities of the private non-profit sector.

    Release date: 1999-11-26
Articles and reports (5,849)

Articles and reports (5,849) (0 to 10 of 5,849 results)

  • Articles and reports: 11F0019M2020012
    Description:

    The Government of Canada offers various financial incentives for parents to save for their children’s postsecondary education by contributing to a Registered Education Savings Plan (RESP). However, RESP participation rates tend to rise substantially with family income, and previous research has demonstrated that family wealth was the single most important reason for this trend (among factors that could be examined). This study explores whether differences in parental literacy, numeracy and financial literacy can further account for some of the gap in RESP participation by level of family income.

    Release date: 2020-07-06

  • Articles and reports: 82-003-X202000500001
    Description:

    This study examines Canadians' concerns about the impact of COIVD-19 on their own health and the health of others, and the precautions individuals have taken to avoid infection.

    Release date: 2020-07-02

  • Articles and reports: 82-003-X202000500002
    Description:

    Canada recently adopted the 24-Hour Movement Guidelines for Children and Youth (24-Hour Guidelines) for young people aged 5 to 17 years-an international first, providing integrated recommendations for physical activity, sedentary time and sleep. Since the release of the guidelines, very few studies have examined the associations of adherence to the 24-Hour Guidelines with health outcomes-and none focus on psychosocial health. Therefore, the objective of this study was to assess the associations of meeting the 24-Hour Guidelines and their behaviour-specific recommendations with psychosocial health among Canadian children and youth.

    Release date: 2020-07-02

  • Articles and reports: 85-002-X202000100002
    Description:

    This Juristat examines the characteristics and socioeconomic circumstances of young offenders who participated in the Nova Scotia Restorative Justice Program in 2009/2010. Drawing on information from tax data and the 2016 Census of Population, this analysis provides information on economic and social marginalization which may have contributed to their offending, as well as some of the challenges they continued to face in young adulthood. In particular, differences between the circumstances of male and female offenders are shown.

    Release date: 2020-07-02

  • Articles and reports: 12-001-X202000100001
    Description:

    For several decades, national statistical agencies around the world have been using probability surveys as their preferred tool to meet information needs about a population of interest. In the last few years, there has been a wind of change and other data sources are being increasingly explored. Five key factors are behind this trend: the decline in response rates in probability surveys, the high cost of data collection, the increased burden on respondents, the desire for access to “real-time” statistics, and the proliferation of non-probability data sources. Some people have even come to believe that probability surveys could gradually disappear. In this article, we review some approaches that can reduce, or even eliminate, the use of probability surveys, all the while preserving a valid statistical inference framework. All the approaches we consider use data from a non-probability source; data from a probability survey are also used in most cases. Some of these approaches rely on the validity of model assumptions, which contrasts with approaches based on the probability sampling design. These design-based approaches are generally not as efficient; yet, they are not subject to the risk of bias due to model misspecification.

    Release date: 2020-06-30

  • Articles and reports: 12-001-X202000100002
    Description:

    Model-based methods are required to estimate small area parameters of interest, such as totals and means, when traditional direct estimation methods cannot provide adequate precision. Unit level and area level models are the most commonly used ones in practice. In the case of the unit level model, efficient model-based estimators can be obtained if the sample design is such that the sample and population models coincide: that is, the sampling design is non-informative for the model. If on the other hand, the sampling design is informative for the model, the selection probabilities will be related to the variable of interest, even after conditioning on the available auxiliary data. This will imply that the population model no longer holds for the sample. Pfeffermann and Sverchkov (2007) used the relationships between the population and sample distribution of the study variable to obtain approximately unbiased semi-parametric predictors of the area means under informative sampling schemes. Their procedure is valid for both sampled and non-sampled areas.

    Release date: 2020-06-30

  • Articles and reports: 12-001-X202000100003
    Description:

    Probability sampling designs are sometimes used in conjunction with model-based predictors of finite population quantities. These designs should minimize the anticipated variance (AV), which is the variance over both the superpopulation and sampling processes, of the predictor of interest. The AV-optimal design is well known for model-assisted estimators which attain the Godambe-Joshi lower bound for the AV of design-unbiased estimators. However, no optimal probability designs have been found for model-based prediction, except under conditions such that the model-based and model-assisted estimators coincide; these cases can be limiting. This paper shows that the Godambe-Joshi lower bound is an upper bound for the AV of the best linear unbiased estimator of a population total, where the upper bound is over the space of all covariate sets. Therefore model-assisted optimal designs are a sensible choice for model-based prediction when there is uncertainty about the form of the final model, as there often would be prior to conducting the survey. Simulations confirm the result over a range of scenarios, including when the relationship between the target and auxiliary variables is nonlinear and modeled using splines. The AV is lowest relative to the bound when an important design variable is not associated with the target variable.

    Release date: 2020-06-30

  • Articles and reports: 12-001-X202000100004
    Description:

    Cut-off sampling is applied when there is a subset of units from the population from which getting the required information is too expensive or difficult and, therefore, those units are deliberately excluded from sample selection. If those excluded units are different from the sampled ones in the characteristics of interest, naïve estimators may be severely biased. Calibration estimators have been proposed to reduce the design-bias. However, when estimating in small domains, they can be inefficient even in the absence of cut-off sampling. Model-based small area estimation methods may prove useful for reducing the bias due to cut-off sampling if the assumed model holds for the whole population. At the same time, for small domains, these methods provide more efficient estimators than calibration methods. Since model-based properties are obtained assuming that the model holds but no model is exactly true, here we analyze the design properties of calibration and model-based procedures for estimation of small domain characteristics under cut-off sampling. Our results confirm that model-based estimators reduce the bias due to cut-off sampling and perform significantly better in terms of design mean squared error.

    Release date: 2020-06-30

  • Articles and reports: 12-001-X202000100005
    Description:

    Selecting the right sample size is central to ensure the quality of a survey. The state of the art is to account for complex sampling designs by calculating effective sample sizes. These effective sample sizes are determined using the design effect of central variables of interest. However, in face-to-face surveys empirical estimates of design effects are often suspected to be conflated with the impact of the interviewers. This typically leads to an over-estimation of design effects and consequently risks misallocating resources towards a higher sample size instead of using more interviewers or improving measurement accuracy. Therefore, we propose a corrected design effect that separates the interviewer effect from the effects of the sampling design on the sampling variance. The ability to estimate the corrected design effect is tested using a simulation study. In this respect, we address disentangling cluster and interviewer variance. Corrected design effects are estimated for data from the European Social Survey (ESS) round 6 and compared with conventional design effect estimates. Furthermore, we show that for some countries in the ESS round 6 the estimates of conventional design effect are indeed strongly inflated by interviewer effects.

    Release date: 2020-06-30

  • Articles and reports: 12-001-X202000100006
    Description:

    In surveys, logical boundaries among variables or among waves of surveys make imputation of missing values complicated. We propose a new regression-based multiple imputation method to deal with survey nonresponses with two-sided logical boundaries. This imputation method automatically satisfies the boundary conditions without an additional acceptance/rejection procedure and utilizes the boundary information to derive an imputed value and to determine the suitability of the imputed value. Simulation results show that our new imputation method outperforms the existing imputation methods for both mean and quantile estimations regardless of missing rates, error distributions, and missing-mechanisms. We apply our method to impute the self-reported variable “years of smoking” in successive health screenings of Koreans.

    Release date: 2020-06-30
Journals and periodicals (315)

Journals and periodicals (315) (0 to 10 of 315 results)

  • Journals and periodicals: 11-627-M
    Description:

    Every year, Statistics Canada collects data from hundreds of surveys. As the amount of data gathered increases, Statistics Canada has introduced infographics to help people, business owners, academics, and management at all levels, understand key information derived from the data. Infographics can be used to quickly communicate a message, to simplify the presentation of large amounts of data, to see data patterns and relationships, and to monitor changes in variables over time.

    These infographics will provide a quick overview of Statistics Canada survey data.

    Release date: 2020-07-06

  • Journals and periodicals: 11F0019M
    Geography: Canada
    Description:

    The Analytical Studies Branch Research Paper Series provides for the circulation of research conducted by Analytical Studies Branch staff and collaborators. The Series is intended to stimulate discussion on a variety of topics, such as labour, immigration, education and skills, income mobility, well-being, aging, firm dynamics, productivity, economic transitions, and economic geography. Readers of the Series are encouraged to contact the authors with their comments and suggestions. All the papers in the Analytical Studies Branch Research Paper Series go through institutional and peer review to ensure that they conform to Statistics Canada's mandate as a governmental statistical agency and adhere to generally accepted standards of good professional practice.

    Release date: 2020-07-06

  • 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 2.768 for 2018 and a five-year impact factor of 2.905. All articles are indexed in PubMed. Our online catalogue is free and receives more than 500,000 visits per year. External submissions are welcome.

    Release date: 2020-07-02

  • Journals and periodicals: 85-002-X
    Geography: Canada
    Description:

    This publication provides in-depth analysis and detailed statistics on a variety of topics and issues related to justice and public safety. Topics include crime, victimization, homicide, civil, family and criminal courts, and correctional services. Issues related to community safety, and perceptions of safety are also covered. The publication is intended for those with an interest in Canada's justice and public safety systems as well as those who plan, establish, administer and evaluate programs and projects related to justice and public safety.

    Release date: 2020-07-02

  • Journals and periodicals: 12-001-X
    Geography: Canada
    Description:

    The journal publishes articles dealing with various aspects of statistical development relevant to a statistical agency, such as design issues in the context of practical constraints, use of different data sources and collection techniques, total survey error, survey evaluation, research in survey methodology, time series analysis, seasonal adjustment, demographic studies, data integration, estimation and data analysis methods, and general survey systems development. The emphasis is placed on the development and evaluation of specific methodologies as applied to data collection or the data themselves.

    Release date: 2020-06-30

  • Journals and periodicals: 13-604-M
    Geography: Canada
    Description:

    These papers provide background information as well as in depth analysis on data reported in any of the following accounts: income and expenditure accounts, provincial economic accounts, financial flow accounts, national balance sheet accounts, estimates of labour income, and national tourism indicators.

    Release date: 2020-06-29

  • Journals and periodicals: 11-626-X
    Geography: Canada
    Description:

    Articles in the Economic Insights series highlight issues related to the growth and development of Canada's economy. In some cases, these articles highlight new insights or synthesize the results of previous research carried out by Statistics Canada; in others, they provide contextual information that accompanies the release of new data or updates from previous papers. The Economic Insights series features concise examinations of economic events, research results, trends, and important structural changes in the economy.

    Release date: 2020-06-24

  • Journals and periodicals: 82-625-X
    Geography: Canada
    Description:

    Health fact sheets will include short, focused, single-theme analysis documents. Over the course of the series, analysis will include topics on: Health conditions, lifestyle, well-being, disability, prevention and detection of disease, deaths, pregnancy and birth, health care services and environmental factors.

    Release date: 2020-06-24

  • Journals and periodicals: 89-28-0001
    Description:

    Short and focused data tables related to current events.

    Release date: 2020-06-19

  • Journals and periodicals: 11-632-X
    Description:

    The newsletter offers information aimed at three main groups, businesses (small to medium), communities and ethno-cultural groups/communities. Articles and outreach materials will assist their understanding of national and local data from the many relevant sources found on the Statistics Canada website.

    Release date: 2020-06-18
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