This paper documents two COVID-related risks, viral risk and employment risk, and their distributions across the Canadian population. The measurement of viral risk is based on the VSE COVID Risk/Reward Assessment Tool, created to assist policymakers in determining the impacts of economic shutdowns and reopenings over the course of the pandemic. We document that women are more concentrated in high viral risk occupations and that this is the source of their greater employment loss over the course of the pandemic so far. They were also less likely to maintain one form of contact with their former employers, reducing employment recovery rates. Low educated workers face the same virus risk rates as high educated workers but much higher employment losses. Based on a rough counterfactual exercise, this is largely accounted for by their lower likelihood of switching to working from home which, in turn, is related to living conditions such as living in crowded dwellings. For both women and the low educated, existing inequities in their occupational distributions and living situations have resulted in them bearing a disproportionate amount of the risk emerging from the pandemic. Assortative matching in couples has tended to exacerbate risk inequities.
Canadian children experience a high level of intergenerational income mobility compared with US children. Moreover, their physical and mental health outcomes, school readiness, and post-secondary attendance are all less tightly associated with parental outcomes than in the United States. In this article, we investigate the role played by children’s education in the intergenerational transmission of income in Canada. Existing research has produced macro-level estimates of mobility to draw comparisons over time and across places and has studied the micro-level mechanisms that underlie the relationship between parents’ and children’s outcomes. However, evidence on the extent to which the different factors investigated drive the broader numbers is still limited. To remedy this, we exploit the Longitudinal and International Study of Adults, a rich panel of integrated survey and administrative data covering 1982–2013. We estimate that the education level of children accounts for 40.5–50.1 percent of the correlation between their income and their parents’, similar to the United States. Moreover, we discuss evidence suggesting that the greater mobility of Canadian children is linked not only to their lower returns to education but also to the weaker association between their education and their parents’ income. Finally, we find that almost half of the effect linked to education is associated with the skills respondents use at work, such as reading or communication.
This paper documents two COVID-related risks, viral risk and employment risk, and their distributions across the Canadian population. The measurement of viral risk is based on the VSE COVID Risk/Reward Assessment Tool, created to assist policymakers in determining the impacts of economic shutdowns and re-openings over the course of the pandemic. We document that women are more concentrated in high viral risk occupations and that this is the source of their greater employment loss over the course of the pandemic so far. They were also less likely to maintain one form of contact with their former employers, reducing employment recovery rates. Low educated workers face the same virus risk rates as high educated workers but much higher employment losses. Based on a rough counterfactual exercise, this is largely accounted for by their lower likelihood of switching to working from home which, in turn, is related to living conditions such as living in crowded dwellings. For both women and the low educated, existing inequities in their occupational distributions and living situations have resulted in them bearing a disproportionate amount of the risk emerging from the pandemic. Assortative matching in couples has tended to exacerbate risk inequities.
Using data from the Canadian Employer-Employee Dynamics Database between 2001 and 2015, the authors examine the impact of firms’ hiring and pay-setting policies on the gender earnings gap in Canada. Consistent with the existing literature and following Card, Cardoso, and Kline (2016), findings show that firm-specific premiums explain nearly one-quarter of the 26.8% average earnings gap between female and male workers. On average, firms’ hiring practices, due to differences in the relative proportion of women hired at high-wage firms (known as sorting), and pay-setting policies, due to differences in pay by gender within similar firms, each explain approximately one-half of this firm effect. The compositional difference between the two channels varies substantially over a worker’s life cycle, by parental and marital status, and across provinces.
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