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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.

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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.

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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.

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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.

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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 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:

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 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 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: 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 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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This paper examines how the Canadian Adult Education and Training Survey (AETS) can be used to study participation in and impacts of education and training activities for adults.

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This user's guide provides a detailed description of the CD-ROM Income trends in Canada (13F0022XCB). It also provides a glossary, a description of the major concepts as well as an overview of the data source, the Survey of Labour and Income Dynamics (SLID).

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As of May 31, 2001 the Quarterly Income and Expenditure Accounts will have adopted the following change: Adoption of NAICS for estimates of labour income.

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This document presents the information for the new entry exit portion of the Survey of Labour and Income Dynamics (SLID) labour interview.

Description:

The Youth in Transition Survey (YITS) is a longitudinal survey designed to provide policy-relevant information about school-work transitions and factors influencing pathways. YITS will provide vehicle for future research and analysis of major transitions in young people's lives, particularly those between education, training and work. Information obtained from, and research based on, the survey will help clarify the nature and causes of short and long-term challenges young people face in school-work transitions and support policy planning and decision making to help prevent or remedy these problems.

Objectives of the Youth in Transition Survey were developed after an extensive consultation with stakeholders with an interest in youth and school-work transitions. Content includes measurement of major transitions in young people's lives including virtually all formal educational experiences and most labour-market experiences. Factors influencing transitions are also included family background, school experiences, achievement, aspirations and expectations, and employment experiences.

The implementation plan encompasses a longitudinal survey for each of two age cohorts, to be surveyed every two years. Data from a cohort entering at age 15 will permit analysis of long-term school-work transition patterns. Data from a cohort entering at ages18-20 will provide more immediate, policy-relevant information on young adults in the labour market.

Cycle one for the cohort aged 15 will include information collected from youth, their parents, and school principals. The sample design is a school-based frame that allows the selection of schools, and then individuals within schools. This design will permit analysis of school effects, a research domain not currently addressed by other Statistics Canada surveys. Methods of data collection include a self-completed questionnaire for youth and school principals, a telephone interview with parents, and assessment of youth competency in reading, science and mathematics as using self-completed test booklets provided under the integration of YITS with the OECD Programme for International Student Assessment (PISA). A pilot survey was conducted in April 1999 and the main survey took place in April-May 2000. Interviews were conducted with 30,000 students aged 15 from 1,000 schools in Canada. A telephone interview with parents of selected students took place in June 2000.

The sample design for the cohort aged 18-20 is similar to that of the Labour-Force survey. The method of data collection is computer-assisted telephone interviewing. The pilot survey was conducted in January 1999. In January-February 2000, 23, 000 youth participated in the main survey data collection.

Data from both cohorts is expected to be available in 2001. Following release of the first international report by the OECD/PISA project and the first national report, data will be publically available, permitting detailed exploration of content themes.

Description:

The publication guides the user through the vast array of labour market and income data sources. It offers detailed descriptions of the various surveys, including the data collected. A summary chart gives snapshot information for comparisons.

Description:

The Longitudinal Immigration Database (IMDB) links immigration and taxation administrative records into a comprehensive source of data on the labour market behaviour of the landed immigrant population in Canada. It covers the period 1980 to 1995 and will be updated annually starting with the 1996 tax year in 1999. Statistics Canada manages the database on behalf of a federal-provincial consortium led by Citizenship and Immigration Canada. The IMDB was created specifically to respond to the need for detailed and reliable data on the performance and impact of immigration policies and programs. It is the only source of data at Statistics Canada that provides a direct link between immigration policy levers and the economic performance of immigrants. The paper will examine the issues related to the development of a longitudinal database combining administrative records to support policy-relevant research and analysis. Discussion will focus specifically on the methodological, conceptual, analytical and privacy issues involved in the creation and ongoing development of this database. The paper will also touch briefly on research findings, which illustrate the policy outcome links the IMDB allows policy-makers to investigate.

Description:

One method of enriching survey data is to supplement information collected directly from the respondent with that obtained from administrative systems. The aims of such a practice include being able to collect data which might not otherwise be possible, provision of better quality information for data items which respondents may not be able to report accurately (or not at all) reduction of respondent load, and maximising the utility of information held in administrative systems. Given the direct link with administrative information, the data set resulting from such techniques is potentially a powerful basis for policy-relevant analysis and evaluation. However, the processes involved in effectively combining data from different sources raise a number of challenges which need to be addressed by the parties involved. These include issues associated with privacy, data linking, data quality, estimation, and dissemination.

Description:

The study of social mobility, between labour market statuses or between income levels, for example, is often based on the analysis of mobility matrices. When comparing these transition matrices, with a view to evaluating behavioural changes, one often forgets that the data derive from a sample survey and are therefore affected by sampling variances. Similarly, it is assumed that the responses collected correspond to the ' true value.'

Description:

The objective of this research project is to examine the long-term consequences of being raised in a single parent household. We examine the impact of parental separation or divorce on the adult labour market behaviour of children ten to fifteen years after the event. In particular, we relate the family income and household characteristics of a cohort of individuals who are 16 to 19 years of age in 1982 to their labour market earnings, reliance on social transfers (UI and Income Assistance), and marital/fertility outcomes during the early 1990s, when they are in their late 20s and early 30s. Our data is based upon the linked income tax records developed by us at Statistics Canada, the Survey of Labour and Income Dynamics, and the National Longitudinal Survey of Children and Youth.