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Description:

With labour market uncertainty increasing across Canada, there is a need for innovative ways to help displaced workers to re-skill/up-skill and potentially pivot to in-demand occupations. In our study, we present a unique approach to bridge the gap between the displaced and in-demand occupations and provide a machine learning framework that may be able to forecast employment by NAICS for 6 months. We have combined the monthly employment data from Statistics Canada’s Survey of Employment and Payroll Hours, and the monthly job ads counts from Burning Glass to achieve our goal. Our approach consists of three steps: 1.        Finding the displaced occupations in Alberta over the last 7 years based on the integrated actual employment and job ads count data. Step. 2. Using the list of displaced occupations, a unique pivot graph is developed to map a displaced occupation to a list of in-demand occupations which have skills similar to the chosen displaced occupation. Step 3.  Applying SARIMA and SARIMAX models to forecast employment for 6 months. The above approaches are aimed at assisting public policy and planning

Key Words: Employment; Labour Market; Job Ads; Skills; Time Series Analysis; Forecasting.

Description:

This chapter provides a broad overview of the education situation of Canadian youth. It focuses on the general level of education for young Canadians, as well as on which groups are driving the rise in educational attainment. The chapter also examines the literacy and numeracy skills of young Canadians and how they compare with their counterparts in other OECD countries. Finally, it looks at some of the costs and benefits of a postsecondary education in Canada, including how such an education has been rewarded in the labour market.

Description:

Using a new database created by integrating information from the Postsecondary Student Information System (PSIS) with 2016 Census data, this article examines the extent to which 2012 and 2013 graduates with a bachelor's degree who did not go back to school full time after graduating held a job requiring a high school diploma at most when they entered the labour market in 2016. The overqualification rate is examined according to several characteristics, such as sex, field of study, province, graduation year, belonging to a group designated as a visible minority and immigration status.

Description:

The number of new international students (first-time study permit holders) in Canada has increased steadily since the mid-2000s, and reached 250,020 in 2019. Alongside this trend are increased efforts in attracting international students as a potential pool of candidates for permanent immigration and the Canadian labour force. To understand the nature of this potential pool of labour, this article provides a comprehensive analysis of who is coming to Canada as an international student.

Description:

Statistics Canada has undertaken a broad range of initiatives designed to understand the impacts of COVID-19 on Canadians. This update extends earlier, experimental research into monthly family income trends of Canadians over the pandemic period. The approach integrates weekly earnings available from the Canadian Labour Force Survey (LFS) together with information specific to government transfers including special COVID-19 benefits collected through administrative data sources and imputation. This update incorporates additional data sources and takes into account the emergency programs introduced at the beginning of the pandemic as well as the recovery programs introduced in late September 2020 to replace them. Population coverage is consistent with the second edition, however experimental estimates have been updated and extended through March 2021. The paper describes the data sources used, estimation strategies employed, limitations, and potential future developments.

Description:

This chapter examines, using key indicators, how young Canadians are faring in the labour market. It examines the types of jobs they hold and the pay they receive, and provides information about which groups were doing well in 2019 before the pandemic. The chapter also makes comparisons with older Canadians, provides trends over the last four decades, and highlights some of the short-term consequences that COVID-19 has had on youth employment. When possible, labour market indicators are examined by sex, education and immigrant status.

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This article provides an integrated summary of key changes in economic and labour market activity since the onset of the pandemic.

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This study examines whether the gaps in the employment rates and weekly earnings between immigrants and Canadian-born individuals increased or decreased over the last two decades. Earlier studies have well documented the expanding earnings gap between new immigrant workers and their Canadian-born counterparts during the 1980s and 1990s. However, significant policy changes in immigration selection and settlement have been introduced since the early 2000s, and the employment rate and entry earnings among new immigrants have been improving in recent years. Little research has been undertaken to examine whether the earnings gap between new immigrant and Canadian-born workers has recently started to close.

Description:

This infographic features the earnings and mobility of newly-certified journeypersons across Canada. It presents mobility rates over time as well as key results among selected Red Seal trades for earnings and mobility.

Description:

Statistics Canada has undertaken a broad range of initiatives designed to understand the impacts of COVID-19 on Canadians. This research paper highlights experimental methods designed to measure the impact of the pandemic on month-by-month family income trends of Canadians long before detailed annual statistics become available. The approach integrates weekly earnings available from the Canadian Labour Force Survey (LFS) together with information specific to government transfers including special COVID-19 benefits collected through administrative data sources and imputation. The objective is to shed light on the impact of labour market disruptions on Canadians and their families and the extent to which emergency benefits introduced by the government offset these disruptions. This paper describes the data sources used, estimation strategies employed, initial results, limitations, and potential future developments.

Description: This interactive visualization application provides a comprehensive picture of the Canadian labour market using the most recent data from the Survey of Employment, Payrolls and Hours (SEPH). The estimates are seasonally adjusted and available by province and largest industrial sector. Historical estimates, going back 10 years, are also included. The interactive application allows users to quickly and easily explore and personalize the information presented. Combine multiple provinces and industrial sectors to create your own labour market domains of interest.

Description:

The Canadian Labour Market Observatory consists of interactive data visualization applications showcasing the vast amount of publicly available labour market information. The fully interactive applications allow Canadians to quickly and easily personalize the information in a way that is relevant to them and their interests.

Description:

This interactive visualization application provides a comprehensive picture of the Canadian labour market using the most recent Labour Force Survey data available. The estimates are seasonally adjusted and available by province, sex, age group and industry. Historical estimates, going back 5 years, are also included for monthly employment changes and unemployment rates. The interactive application allows users to quickly and easily explore and personalize the information presented. Combine multiple provinces, sexes and age groups to create your own labour market domains of interest.

Description: This web application provides access to Statistics Canada’s Labour Market Indicators for Canada, by province and by census metropolitan area. This dynamic application allows users to view geographical rankings for each labour market indicator and to create quick and easy reports with interactive maps and charts that can be easily copied into other programs. All provincial and CMA estimates used in this application are seasonally adjusted, 3-month moving averages. Labour Force Survey data at the provincial level published each month in The Daily are seasonally adjusted monthly estimates.

Description: This web application provides access to Statistics Canada’s Labour Market Indicators for Canada, by province, territory and economic region (ER). This dynamic application allows users to view a snapshot of key labour market indicators, observe geographical rankings for each indicator using an interactive map and table, and easily copy data into other programs. The provincial and ER estimates used in this application from the Labour Force Survey (LFS) are three-month moving averages, unadjusted for seasonality. The provincial, territorial and ER estimates used in this application from the Job Vacancy and Wage Survey (JVWS) are quarterly data, unadjusted for seasonality. Historical estimates are available in this application, with data going back 10 years for the LFS and from the first quarter of 2016 for JVWS.

Description: This interactive tool details the median employment income earned by postsecondary graduates two and five years after obtaining their educational qualification.

Description: The Pan-Canadian Education Indicators Program (PCEIP) draws from a wide variety of data sources to provide information on the school-age population, elementary, secondary and postsecondary education, transitions, and labour market outcomes.

PCEIP products include tables, fact sheets, reports and a methodological handbook. They present indicators for all of Canada, the provinces, the territories, as well as selected international comparisons and comparisons over time.

The Pan-Canadian Education Indicators Program (PCEIP) is an ongoing initiative of the Canadian Education Statistics Council, a partnership between Statistics Canada and the Council of Ministers of Education, Canada that provides a set of statistical measures on education systems in Canada.

Description: This file provides data on the characteristics of the population. The 2001 Census Public Use Microdata Files (PUMFs) contain samples of anonymous responses to the 2001 Census questionnaire. The files have been carefully scrutinized to ensure the complete confidentiality of the individual responses. Three files are available: the Individuals File, the Families File, and the Households and Housing File.

Microdata files are unique among census products in that they give users access to non-aggregated data. The PUMFs user can group and manipulate these variables to suit data and research requirements. Tabulations excluded from other census products can be created or relationships between variables can be analysed using different statistical tests. PUMFs provide quick access to a comprehensive social and economic database about Canada and its people.

Most of the subject matter covered by the census is included in the microdata files. To ensure the respondents' anonymity, geographic identifiers have been restricted to provinces/territories and large metropolitan areas.

Note: Please be advised that errors have been detected in the data for two variables contained on the revised version of this CD-ROM. As well, we have added a unique record identifier called PPSORT, built/included in the file for administrative purposes only. The affected variables are: Income status (2000 low income cut-offs) (INCSTP) Ethnic origin (ETHNICRA) Further details can be found in the "Errata" file offered in several formats on the new, re-issued CD-ROM. Original release date - February 8, 2005 1rst Correction - released August 24, 2005 2nd Correction - released April 26, 2006

Description: This survey was designed to collect details on topics such as: i) the extent to which graduates of postsecondary programs have been successful in obtaining employment since graduation; ii) the relationship between the graduates' program of study and the employment subsequently obtained; iii) the type of employment obtained and qualification requirements; iv) sources of funding for postsecondary education; and v) government-sponsored student loans and other sources of student debt. The survey results are directed towards policy makers, researchers, educators, employers and persons interested in public postsecondary education and graduates' transition from school to work.

Description: This interactive data visualization tool uses graphs to present social inclusion indicators under the theme of Participation in the labour market. The indicators (participation rate, employment rate, unemployment rate, population in self-employment (unincorporated), population in overqualification situation, youth not in employment, education or training) can be disaggregated by visible minority and selected sociodemographic characteristics. Data are available for Canada, geographical regions of Canada, province or territory and census metropolitan area. This data visualization tool is part of a broader conceptual framework on social inclusion and covers a total of 11 themes. Each theme has a similar interactive visualization tool.

Description:

Users of socio-economic statistics typically want more and better information. Often, these needs can be met simply by more extensive data collections, subject to usual concerns over financial costs and survey respondent burdens. Users, particularly for public policy purposes, have also expressed a continuing, and as yet unfilled, demand for an integrated and coherent system of socio-economic statistics. In this case, additional data will not be sufficient; the more important constraint is the absence of an agreed conceptual approach.

In this paper, we briefly review the state of frameworks for social and economic statistics, including the kinds of socio-economic indicators users may want. These indicators are motivated first in general terms from basic principles and intuitive concepts, leaving aside for the moment the practicalities of their construction. We then show how a coherent structure of such indicators might be assembled.

A key implication is that this structure requires a coordinated network of surveys and data collection processes, and higher data quality standards. This in turn implies a breaking down of the "stovepipe" systems that typify much of the survey work in national statistical agencies (i.e. parallel but generally unrelated data "production lines"). Moreover, the data flowing from the network of surveys must be integrated. Since the data of interest are dynamic, the proposed method goes beyond statistical matching to microsimulation modeling. Finally, these ideas are illustrated with preliminary results from the LifePaths model currently under development in Statistics Canada.

Description:

Labour economists have developed elaborate theoretical models and conducted very advanced econometric analysis of the decision making of households. But this emphasis on the supply side of the labour market has not been matched by any corresponding degree of sophistication in empirical analysis of the demand side of the labour market. This has been due in part to the lack of appropriate data. This paper outlines why demand side data which outlines the behaviour of firms in the labour market is necessary for the advancement of labour market analysis. It also discusses the constraints which existing data collection methods impose on labour economics. The paper suggests types of data which might be collected, alternative methodologies for an establishment/worker survey, and discusses some of the theoretical and empirical difficulties that might be encountered in such an exercise.

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An up-to-date look at the labour market and other economic indicators for the first six months of 1994.

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In recent years, the labour force participation of youths has fallen dramatically. This note explores the labour market conditions for youths both in and out of school and the labour force.

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The slow economic recovery of the first half of 1993 picked up speed in the fall. Although the labour market was volatile throughout the year, employment grew by 1.2% and the unemployment rate remained high, at 11.2%.

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The transition from school to work can be difficult, particularly for young people who leave high school without graduating. This study looks at the labour market and income situation of 18 to 20 year-old school leavers.

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This note compares retirement patterns during the pre-recession and recession years to examine if there is a relationship between the state of the economy and early retirement.

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The characteristics of people who moved in 1987 to look for work, start a new job or take a transfer are profiled.

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Over twice as many adults were enrolled in credit courses in 1990 as in 1980. The author suggests a person's age, sex, occupation and labour force status are influential factors in returning to school.

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Employment growth moderated considerably this year, and shifted its focus westward: more than half the growth occurred in British Columbia. An up-to-date look at labour market developments in the first six months of 1989.

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Although income and expenditure data provide an indication of current consumption and ability to purchase goods and services, they provide little information on the long-term ability of families to sustain themselves. The results of this survey will provide information on the net worth (wealth) of Canadian families, that is, the value of their assets less their debts.

This paper examines the objectives of the survey, how the survey has changed since 1984, the types of questions being asked and information that will be provided, as well as other survey background. An accompanying table outlines the content of the questionnaire. The intent of this paper is to describe the work done to date and the next steps for this important subject.

Description:

The main objectives of a new Canadian survey measuring asset and debt holding of families and individuals will be to update wealth information that is over one decade old; to improve the reliability of the wealth estimates; and, to provide a primary tool for analysing many important policy issues related to the distribution of assets and debts, future consumption possibilities, and savings behaviour that is of interest to governments, business and communities.

This paper is the document that launched the development of the new asset and debt survey, subsequently renamed the Survey of Financial Security. It looks at the conceptual framework for the survey, including the appropriate unit of measurement (family, household or person) and discusses measurement issues such as establishing an accounting framework for assets and debts. The variables proposed for inclusion are also identified. The paper poses several questions to readers and asks for comments and feedback.

Description:

This document summarizes the comments and feedback received on an earlier document: Towards a new Canadian asset and debt survey - A content discussion paper. The new asset and debt survey (now called the Survey of Financial Security) is to update the wealth information on Canadian families and unattached individuals. Since the last data collection was conducted in 1984, it was essential to include a consultative process in the development of the survey in order to obtain feedback on issues of concern and to define the conceptual framework for the survey.

Comments on the content discussion paper are summarized by major theme and sections indicate how the suggestions are being incorporated into the survey or why they could not be incorporated. This paper also mentions the main objectives of the survey and provides an overview of the survey content, revised according to the feedback from the discussion paper.

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This paper provides a written approximation of the 1998 Survey of Labour and Income Dynamics (SLID) labour interview questionnaire.

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This paper presents the questions, possible responses and question flows for the 1998 Survey of Labour and Income Dynamics (SLID) preliminary questionnaire.

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This document describes the survey content for the Survey of Labour and Income Dynamics (SLID) income data questionnaire and explains the interview process.

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This paper describes the Survey of Labour and Income Dynamics (SLID) income data collection procedures and provides an overview of the interview process. May 1995 was the first year respondents could choose to carry out the interview as in the previous year, or they could grant permission for Statistics Canada to access their income tax returns from Revenue Canada and forego the interview.

Description:

This paper presents a preview of the variables on the first microdata file of the Survey of Labour and Income Dynamics.