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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.

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.

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 and census agglomerations.

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 table is available free on the Internet, Catalogue no. 94-579-XWE2006004.

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, tracted census agglomerations and census tracts.

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 federal electoral districts (2003 Representation Order).

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.

These highlights provide a brief summary of the report "Inequalities in literacy skills among youth in Canada and the United States", the latest monograph released using data from the International Adult Literacy Survey. This report suggests that youth in North America do not fare as well in their literacy skills as their European counterparts. Variables such as income and education continue to have direct and indirect effects on people's literacy skills.

This paper explores the management development profiles of mid-to-senior level managers of the Canadian Red Cross Society.

This study examines the general finding that Canadian youth from higher socio-economic backgrounds tend to perform better on the International Adult Literacy Survey (IALS) than do youth from disadvantaged backgrounds. It also looks at whether this applies to states within the United States.

This article looks at university graduates with bachelor's degrees who entered a college program within two years of graduating.

Have baby boom women had an easier path through the labour market than women a generation older or younger? This article studies the "success" of baby boom women by looking at their situation in 1977 and 1997 and comparing it with that of the preceding and succeeding generations, using four major indicators: labour force participation; full-time employment; unemployment; and full-year full-time earnings.

Two quasi-experiments are used to estimate the impact of parental divorce on the adult incomes and labour market behaviour of adolescents, as well as on their use of social programs, and their marital/fertility behaviour. These involve the use of individuals experiencing the death of a parent, and legislative changes to the Canadian divorce law in 1986. Parental loss by death is assumed to be exogenous; the experiences of children with a bereaved background offering a benchmark to assess the endogeneity of parental loss through divorce. Differences between individuals with divorced parents and those from intact and bereaved families significantly overstate the impact of divorce across a broad range of outcomes. When background characteristics are controlled for-most notably the income and labour market activity of parents in the years leading up to the divorce-parental divorce seems to influence the marital and fertility decisions of children, but not their labour market outcomes. Adolescents whose parents divorced tend to put off marriage, and once married suffer a greater likelihood of marital instability, but their earnings and incomes are not on average much different from others.

This paper highlights recent developments in self-employment in Canada and explores its relationship to unemployment/full-time paid-employment. There are now two and a half million Canadians working at their own businesses, amounting to 16.2% of the total labour force or accounting for 17.8% of total employment. In the first eight years of the 1990s, self-employment on average expanded by 4.1% per year, contributing to over three out of four new jobs the economy has created. Entry and exit data demonstrate that there are substantial flows into and out of this sector of the economy. Gross flows into and out of self-employment as the main labour market activity averaged nearly half a million per year between 1982 and 1994, amounting to 42% of the total self-employed population.

The fixed-effects modelling results show a statistically significant but empirically small negative (positive) relationship between self-employment and unemployment (full-time paid- employment). This conclusion holds true across different data sources, for different time periods, for different measures and definitions, for different empirical samples, and across various estimating techniques. There is also a statistically significant but empirically small negative (positive) relationship between exits out of self-employment and unemployment (full-time paid- employment). It appears that a host of non-cyclical factors are behind the recent surge in self-employment.

Child poverty is high on the government's agenda. In order to reduce the rate of low-income among children, one has to either reduce the number of children flowing into low-income, or increase the number flowing out. But what is behind such movement? Most analysts would immediately think of job loss among the parents, but obviously divorce and remarriage can also play a role. In order to favourably alter the flows, one has to have some understanding of what is driving them. This paper asks to what extent this movement of children is determined by (1) changes in family status of the parents of children, or (2) changes in the parent's labour market conditions (i.e. job loss and gain, changes in hours of work or wages). We find that for an individual child, a divorce or marriage can have a tremendous influence on the likelihood of entering or exiting low-income. At the level of the individual, changes in family composition (when they occur) are more important than changes in jobs held by parents. However, changes in family status are relatively infrequent compared to labour market changes. Parents are much more likely to lose or find jobs, and experience changes in hours worked or wages, than they are to marry or divorce. When this is accounted for we find that, in the aggregate, flows of children into and out of low income are associated roughly equally with family compositional changes and changes in wages and hours worked.

Earlier this decade, labour market conditions for young Canadians aged 15-24 deteriorated significantly. In the late 1980s, youths were more likely to be working than were adults. By 1997, only about half were employed, almost ten percentage points less than adults. Furthermore, when they did find work, youths today are more likely to be working part-time compared to adults and compared to yourths at the start of the decade, leading to reduced pay.

This paper i) documents the extent and cyclicality of self-employment entry and exit flows; ii) explores transitions to and from self-employment; and iii) investigates the influence of individual characteristics and labour market experience as well as macroeconomic conditions on the probability of moving into or out of self-employment.

The self-employed sector now employs over two and a half million Canadian workers, has expanded on average by over 4% a year so far in this decade and accounted for over three out of every four new jobs the economy has created. There are substantial flows both into and out of self-employment over the last 15 years. Gross flows into and out of self-employment averaged nearly half a million per year between 1982 and 1994, amounting to 42% of the total self-employed population.

Regression results reveal no statistical evidence supporting the dominance of the push hypothesis over the pull hypothesis --- the notion that people are increasingly pushed into self-employment by deteriorating economic conditions. This analysis is done both through time-series analysis and the analysis of the determinants of flows into (and out of) self-employment. As in paid employment, younger Canadians are subject to higher turnover in self-employment --- they are not only more likely to enter but also substantially more likely to leave self-employment. Prior paid-employment experience and prior self-employment experience are both found to be associated with a higher likelihood of entering self-employment. The longer one is self-employed, the less likely he/she is going to leave the business. Having a spouse in business (being self-employed) substantially increases the likelihood of the other spouse becoming self-employed --- a self-employed spouse often attracts the other to either join the family business or start their own. We also find evidence that steady family income through paid-employment from one spouse increases the self-employed's (the other spouse's) affordability to continue with the business venture and hence reduces the likelihood of leaving self-employment.

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.