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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.

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.

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.

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.

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.

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.

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

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.

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.

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.

Using 2006 Census data, this profile provides a statistical overview of the labour market activity, industry, occupation, education, language of work, place of work and mode of transportation variables for Canada, provinces, territories, census divisions, census subdivisions and dissemination areas.

In the census product line, groups of variables, such as this one, are referred to as release components of profiles. These are made available with the major releases of variables of the census cycle, starting with age and sex. Together, they will form a complete cumulative profile of all the variables for each level of geography, plus one cumulative profile for the dissolved census subdivisions.

Starting with the age and sex major day of release, and on major days of release thereafter, profile component data will be available for particular topics at the Canada, province and territory, census division and census subdivision levels, at the census metropolitan area, census agglomeration and census tract levels, and at the federal electoral district (based on the 2003 Representation Order) level. Profile component data for all other standard areas, including dissemination areas, urban areas, designated places and forward sortation areas, will be available approximately four weeks after the major days of release.

Using 2006 Census data, this profile provides a statistical overview of the labour market activity, industry, occupation, education, language of work, place of work and mode of transportation variables for Canada, provinces, territories and forward sortation areas.

In the census product line, groups of variables, such as this one, are referred to as release components of profiles. These are made available with the major releases of variables of the census cycle, starting with age and sex. Together, they will form a complete cumulative profile of all the variables for each level of geography, plus one cumulative profile for the dissolved census subdivisions.

Starting with the age and sex major day of release, and on major days of release thereafter, profile component data will be available for particular topics at the Canada, province and territory, census division and census subdivision levels, at the census metropolitan area, census agglomeration and census tract levels, and at the federal electoral district (based on the 2003 Representation Order) level. Profile component data for all other standard areas, including dissemination areas, urban areas, designated places and forward sortation areas, will be available approximately four weeks after the major days of release.

Using 2006 Census data, this profile provides a statistical overview of the labour market activity, industry, occupation, education, language of work, place of work and mode of transportation variables for census metropolitan areas, census agglomerations and census subdivisions.

In the census product line, groups of variables, such as this one, are referred to as release components of profiles. These are made available with the major releases of variables of the census cycle, starting with age and sex. Together, they will form a complete cumulative profile of all the variables for each level of geography, plus one cumulative profile for the dissolved census subdivisions.

Starting with the age and sex major day of release, and on major days of release thereafter, profile component data will be available for particular topics at the Canada, province and territory, census division and census subdivision levels, at the census metropolitan area, census agglomeration and census tract levels, and at the federal electoral district (based on the 2003 Representation Order) level. Profile component data for all other standard areas, including dissemination areas, urban areas, designated places and forward sortation areas, will be available approximately four weeks after the major days of release.

Using 2006 Census data, this profile provides a statistical overview of the labour market activity, industry, occupation, education, language of work, place of work and mode of transportation variables for designated places.

In the census product line, groups of variables, such as this one, are referred to as release components of profiles. These are made available with the major releases of variables of the census cycle, starting with age and sex. Together, they will form a complete cumulative profile of all the variables for each level of geography, plus one cumulative profile for the dissolved census subdivisions.

Starting with the age and sex major day of release, and on major days of release thereafter, profile component data will be available for particular topics at the Canada, province and territory, census division and census subdivision levels, at the census metropolitan area, census agglomeration and census tract levels, and at the federal electoral district (based on the 2003 Representation Order) level. Profile component data for all other standard areas, including dissemination areas, urban areas, designated places and forward sortation areas, will be available approximately four weeks after the major days of release.

Using 2006 Census data, this profile provides a statistical overview of the labour market activity, industry, occupation, education, language of work, place of work and mode of transportation variables for urban areas.

In the census product line, groups of variables, such as this one, are referred to as release components of profiles. These are made available with the major releases of variables of the census cycle, starting with age and sex. Together, they will form a complete cumulative profile of all the variables for each level of geography, plus one cumulative profile for the dissolved census subdivisions.

Starting with the age and sex major day of release, and on major days of release thereafter, profile component data will be available for particular topics at the Canada, province and territory, census division and census subdivision levels, at the census metropolitan area, census agglomeration and census tract levels, and at the federal electoral district (based on the 2003 Representation Order) level. Profile component data for all other standard areas, including dissemination areas, urban areas, designated places and forward sortation areas, will be available approximately four weeks after the major days of release.

This report presents findings from the 2006 Census of Population labour release. The data illustrate the changing trends in the Canadian labour force between 2001 and 2006, highlighting the impact of changes in the economy over this period on the labour market. More specifically, this report presents industrial and occupational employment trends, as well as trends for key demographic groups in the labour force such as older workers, immigrants and Aboriginal Peoples. Numerous colour maps, figures and tables illustrate the latest provincial, territorial and metropolitan labour force trends observed from the 2006 Census of Population.

Data for Canada, provinces, territories, census divisions and census subdivisions are shown in this table.

This table is part of the topic 'Labour', which presents data on the paid work of the Canadian workforce, including detailed industry and occupation data, class of worker, and work activity during the reference year. The census is the only source of data covering the entire labour market, including Indian reserves, overseas households, and all provinces and territories.

This topic also presents data on the unpaid work of the Canadian workforce, including unpaid household work, unpaid child care, and unpaid senior care. These data, together with information on paid work, provide a more complete picture of the work activities of all Canadians.

This table can be found in topic bundle: Labour, 2006 Census, Catalogue no. 97-559-XCB2006004.

It is possible to subscribe to all the day-of-release topic bundles. Refer to Catalogue no. 97-569-XCB for more information.

This table is available free on the Internet, Catalogue no. 97-559-XWE2006020.

Data for Canada, provinces, territories, census metropolitan areas and census agglomerations are shown in this table.

This table is part of the topic 'Labour', which presents data on the paid work of the Canadian workforce, including detailed industry and occupation data, class of worker, and work activity during the reference year. The census is the only source of data covering the entire labour market, including Indian reserves, overseas households, and all provinces and territories.

This topic also presents data on the unpaid work of the Canadian workforce, including unpaid household work, unpaid child care, and unpaid senior care. These data, together with information on paid work, provide a more complete picture of the work activities of all Canadians.

This table can be found in topic bundle: Labour, 2006 Census, Catalogue no. 97-559-XCB2006004.

It is possible to subscribe to all the day-of-release topic bundles. Refer to Catalogue no. 97-569-XCB for more information.

This table is available free on the Internet, Catalogue no. 97-559-XWE2006021.

Data for Canada, provinces, territories, census divisions and census subdivisions are shown in this table.

This table is part of the topic 'Labour', which presents data on the paid work of the Canadian workforce, including detailed industry and occupation data, class of worker, and work activity during the reference year. The census is the only source of data covering the entire labour market, including Indian reserves, overseas households, and all provinces and territories.

This topic also presents data on the unpaid work of the Canadian workforce, including unpaid household work, unpaid child care, and unpaid senior care. These data, together with information on paid work, provide a more complete picture of the work activities of all Canadians.

This table can be found in topic bundle: Labour, 2006 Census, Catalogue no. 97-559-XCB2006004.

It is possible to subscribe to all the day-of-release topic bundles. Refer to Catalogue no. 97-569-XCB for more information.

This table is available free on the Internet, Catalogue no. 97-559-XWE2006026.

Using 2006 Census data, this profile provides a statistical overview of the labour market activity, industry, occupation, education, language of work, place of work and mode of transportation variables for Canada, provinces, territories, census divisions and census subdivisions.

In the census product line, groups of variables, such as this one, are referred to as release components of profiles. These are made available with the major releases of variables of the census cycle, starting with age and sex. Together, they will form a complete cumulative profile of all the variables for each level of geography, plus one cumulative profile for the dissolved census subdivisions.

Starting with the age and sex major day of release, and on major days of release thereafter, profile component data will be available for particular topics at the Canada, province and territory, census division and census subdivision levels, at the census metropolitan area, census agglomeration and census tract levels, and at the federal electoral district (based on the 2003 Representation Order) level. Profile component data for all other standard areas, including dissemination areas, urban areas, designated places and forward sortation areas, will be available approximately four weeks after the major days of release.

This article looks at the growing phenomenon of young adults continuing to live at home with their parents.

Job creation is one major focus of rural development initiatives. The purpose of this bulletin is to provide an overview of employment and unemployment patterns in the non-metro workforce. In this bulletin, we combined the rural and small town population (as defined in ANALYSIS BULLETIN No. 1) with the Census Agglomeration (CA) population to constitute the non-metro population (see "Definitions" box). Our results for the overall non-metro workforce also apply to the rural and small town component of the non-metro workforce (refer to Employment Patterns in the Non-metro Workforce {Ottawa: Statistics Canada, Agriculture and Rural Working Paper No. 35, Cat. No. 21-601-MPE98035}).

This study addresses the labour market adjustment of immigrants in Canada and specifically, employment stability. It uses data from the Survey of Labour and Income Dynamics (SLID).

This paper reviews some of the substantive findings that have emerged from recent studies which used longitudinal data sources. It then discusses the 'growing pains' that can occur as these complex sources find their niche, and explores some of the lessons learned in the Canadian context.

This paper estimates a structural model of self-employment using data from Survey of Labour and Income Dynamics (SLID). It provides a comprehensive analysis of the self-employment decision and it assesses the self-employment behavior of men and women separately.

The wage opportunities afforded different racial groups vary considerably. This paper presents a new analysis of wage differentials for different visible minority groups in Canada which also accounts for immigration background. It uses data from the Survey of Labour and Income Dynamics (SLID).

This paper presents data on labour market transitions (or the seam) using data from the Survey of Labour and Income Dynamics (SLID).

Temporary help is an integral part of the workforce strategy of many businesses. Temporary help workers may be on the payroll of the organization where they work or they may be employees of the firms in personnel supplier industry, placed in the organization under contract.

The study is an analysis of the personnel supplier industry, commonly known as the temporary help industry. The paper begins with a discussion of the special nature of the industry's product. The role of temporary help in the labour market is compared to just-in-time inventory technology in material handling and bridge financing in the financial markets. It then analyzes the industry's structure in terms of occupations and skill levels, degree of specialization and its determinants, competition at the industry and product levels, major markets and trade. Finally, the growth and cycles in the industry are analyzed in terms of the business demographics, highlighting the effect of firm size and vintage.

This paper describes the financial intermediation activity of insurance companies and its similarities to the activity of the other financial intermediaries. The financial intermediation activity encompasses the issue of financial instruments such as claims, the use of the funds collected to make loans and the acquisition of a variety of other financial assets. An insurance policy is a claim on the insurance company, albeit a contingent one, just as a bank deposit is a claim on the bank.

Several major trends seem to be emerging regarding the product mix of these companies. With regard to life insurance, the decline of whole life policies in favour of term policies for almost 20 years seems to be irreversible. Furthermore, there has been a substantial increase in the share of annuities (especially individual annuities) at the expense of life insurance.

The paper also outlines a cross country comparison of life and non-life insurance industry asset structures. Each type of company establishes its own investment strategy to suit its own needs: life insurance companies prefer long-term assets with returns that maintain purchasing power, and non-life insurance companies generally prefer more liquid assets. Regulation also seems to affect the asset structure at the national and international levels. For a number of countries, including Canada, regulation seems to favour investments in less risky assets, such as government bonds, instead of in the stock market.

The contributors to this book examine two broad themes related to the well-being of Canadian youth. First, they document the nature of the labour market facing young adults and how it has changed since they early 1970s. Second, the autors examine how families, communities, and the public sector influence some of the ways in which children become successful and self-reliant adults. The motivation for bringing these essays together has to do with the increasing importance of child well-being in public discourse and the development of public policy. The major message to emerge is that the future of Canada's children is both a good news, and a bad news story. Labour markets have changed dramatically, and on average it is now more difficult to obtain a strong foothold that will lead to increasing prosperity. Many young Canadians, however, are well prepared by their family and community backgrounds to deal with these new challenges, and as young parents are in a position to pass this heritage on their children. However, this has not been challenges in getting ahead in life. A companion volume published in February of 1998 by Statistics Canada called Government Finances and Generational Equity examines the operation of government taxes and transfers from a generational perspective, focusing on the conduct of fiscal policy and the relative status of individuals in successive generations.

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.

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.

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.

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

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

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

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.

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