Skip to main content
Top
Published in: European Journal of Ageing 4/2022

Open Access 08-10-2021 | Coronavirus | Original Investigation

Occupation and working outcomes during the Coronavirus Pandemic

Authors: Agar Brugiavini, Raluca E. Buia, Irene Simonetti

Published in: European Journal of Ageing | Issue 4/2022

Login to get access

Abstract

Using data from the first wave of the SHARE COVID-19 Survey and additional information collected from the previous waves of SHARE (Survey of Health Ageing and Retirement in Europe), we explore the effects of job characteristics on two outcomes: (i) the probability of work interruptions and (ii) the length of such interruptions during the first phase of the Coronavirus Pandemic. In order to assess the relationship between job features and labour market outcomes, we define two indexes proxying the pre-COVID-19 technical remote work feasibility as well as the level of social interaction with other people while working. Moreover, we use an indicator that classifies ISCO-08 3-digit job titles based on the essential nature of the good or service provided. We find that job characteristics have been major determinants of the probability of undergoing work interruptions and their duration. In addition, we show that women have been negatively affected by the Pandemic to a much larger extent than men, suggesting the relevance of the intrinsic characteristics of jobs they are mainly involved in, and the role of gender selection into specific activities. Not only females were more likely to have undergone work interruptions but they also exhibited larger probabilities of longer work breaks. A similar impact is seen for self-employed and less-educated workers.
Appendix
Available only for authorised users
Footnotes
1
The employment status has been inferred from the SHARE COVID-19 Survey, question CAEP805_: “At the time when Corona broke out, were you employed or self-employed, including working for family business?”.
 
2
We have dropped individuals from Hungary and the Netherlands because some relevant information is missing.
 
3
We set the threshold at 8 weeks as this is the median value of the variable CAW003_.
 
4
Wave 8 was implemented right before the COVID-19 outbreak.
 
5
When respondents do not provide this type of information in wave 8 – either because they were not administered the regular questionnaire or because they had no change in their occupation since the previous interview – we recover their occupational code from the previous (most recent) wave in which they participated.
 
6
The list is based on the “Communication from the Commission on Guidelines concerning free movements of workers” during the first wave of the COVID-19 outbreak (https://​ec.​europa.​eu/​social/​main.​jsp?​langId=​en&​catId=​89&​furtherNews=​yes&​newsId=​9630) and the Dutch definition of key workers (https://​www.​government.​nl/​topics/​coronavirus-covid-19).
 
7
We refer to Basso et al. (2020) for the detailed list of selected questions and value-thresholds.
 
8
This methodology maps US jobs’ characteristics, namely their technology and labour market conditions, into European jobs. This exercise entails some measurement error as long as technology differs across countries and European occupations. Thus, the results need to be interpreted as if the US occupational technology was in place for each labour market analysed (Basso et al. (2020)).
 
9
Hence, category 1 is a subset of category 2, while category 2 is a subset of category 3.
 
10
Eighteen questions are drawn from the “work context” module while nine are selected from the “work activities” section.
 
11
In relative terms, an increase of 10 percentage points in the remote work feasibility and social interaction indexes, determine a reduction of the probability of experiencing work interruptions of about 4.36% in the first case, while an increase of about 2.01% in the second case.
 
12
The only possibility to distinguish between different types of sellers (by using dummies for job categories) would be to use a much higher level of detail, such as 4-digit ISCO-08. Moreover, the distinction between those working in food shops and other types of sellers would need to go even deeper, that is, to occupation titles.
 
Literature
go back to reference Autor D, Dorn D (August 2013) The growth of low-skill service jobs and the polarization of the US labor market. American Economic Review 103(5):1553–97CrossRef Autor D, Dorn D (August 2013) The growth of low-skill service jobs and the polarization of the US labor market. American Economic Review 103(5):1553–97CrossRef
go back to reference Autor D, Dorn D (2009) This job is “getting old”: measuring changes in job opportunities using occupational age structure. American Economic Review 99(2):45–51CrossRef Autor D, Dorn D (2009) This job is “getting old”: measuring changes in job opportunities using occupational age structure. American Economic Review 99(2):45–51CrossRef
go back to reference Barbieri T., Basso G. and Scicchitano S. (2020), “Italian Workers at Risk During the Covid-19 Epidemic”, INAPP working paper, 46. Barbieri T., Basso G. and Scicchitano S. (2020), “Italian Workers at Risk During the Covid-19 Epidemic”, INAPP working paper, 46.
go back to reference Basso G., Boeri T., Caiumi A. and Paccagnella M. (2020), “The New Hazardous Jobs and Worker Reallocation”, OECD, Social, Employment and Migration Working Papers No.247 Basso G., Boeri T., Caiumi A. and Paccagnella M. (2020), “The New Hazardous Jobs and Worker Reallocation”, OECD, Social, Employment and Migration Working Papers No.247
go back to reference Boeri T., Caiumi A. and Paccagnella M. (2020), “Mitigating the work-safety trade-off. Covid Economics: Vetted and Real-Time Papers” 2: 60–66. Boeri T., Caiumi A. and Paccagnella M. (2020), “Mitigating the work-safety trade-off. Covid Economics: Vetted and Real-Time Papers” 2: 60–66.
go back to reference Börsch-Supan A. (2020) Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 8. Release version: 0. SHARE-ERIC. Preliminary data set. Börsch-Supan A. (2020) Survey of Health, Ageing and Retirement in Europe (SHARE) Wave 8. Release version: 0. SHARE-ERIC. Preliminary data set.
go back to reference Cetrulo A., Guarascio D. and Virgillito ME (2020), “The Privilege of Working from Home at the Time of Social Distancing,” Intereconomics, 55(3):142’¨A`ı147. Cetrulo A., Guarascio D. and Virgillito ME (2020), “The Privilege of Working from Home at the Time of Social Distancing,” Intereconomics, 55(3):142’¨A`ı147.
go back to reference Deming DJ (2017) The Growing importance of social skills in the labor market. Quarterly Journal of Economics 132(4):1593–1640CrossRef Deming DJ (2017) The Growing importance of social skills in the labor market. Quarterly Journal of Economics 132(4):1593–1640CrossRef
go back to reference Dingel JI, Neiman B (2020) How many jobs can be done at home. Journal of Public Economics 189:104235CrossRef Dingel JI, Neiman B (2020) How many jobs can be done at home. Journal of Public Economics 189:104235CrossRef
go back to reference Fasani F., Mazza J. (2020), “Immigrant Key Workers: Their Contribution to Europe’s COVID-19 Response”, Policy Paper, No. 155, IZA Fasani F., Mazza J. (2020), “Immigrant Key Workers: Their Contribution to Europe’s COVID-19 Response”, Policy Paper, No. 155, IZA
go back to reference ILO (2020), “ILO Monitor: COVID-19 and the world of work”. Third Edition, 2020 ILO (2020), “ILO Monitor: COVID-19 and the world of work”. Third Edition, 2020
go back to reference Jaimovich N, Siu HE (2020) Job polarization and jobless recoveries. Rev Econ Stat 102(1):129–147CrossRef Jaimovich N, Siu HE (2020) Job polarization and jobless recoveries. Rev Econ Stat 102(1):129–147CrossRef
go back to reference OECD, (2020a), “OECD Employment Outlook 2020: Worker Security and the COVID-19 Crisis” OECD, (2020a), “OECD Employment Outlook 2020: Worker Security and the COVID-19 Crisis”
go back to reference OECD, (2020b), “Women at the core of the fight against COVID-19 crisis” OECD, (2020b), “Women at the core of the fight against COVID-19 crisis”
go back to reference Scherpenzeel A, Axt K, Bergmann M, Douhou S, Oepen A, Sand G, Schuller K, Stuck S, Wagner M, Börsch-Supan A (2020) Collecting survey data among the 50+ population during the COVID-19 outbreak: the survey of health, ageing and retirement in Europe (SHARE). Survey Research Methods 14(2):217–221 Scherpenzeel A, Axt K, Bergmann M, Douhou S, Oepen A, Sand G, Schuller K, Stuck S, Wagner M, Börsch-Supan A (2020) Collecting survey data among the 50+ population during the COVID-19 outbreak: the survey of health, ageing and retirement in Europe (SHARE). Survey Research Methods 14(2):217–221
go back to reference Yasenov V. (2020), “Who can work from home?”, IZA Discussion Paper 13197, IZA Yasenov V. (2020), “Who can work from home?”, IZA Discussion Paper 13197, IZA
Metadata
Title
Occupation and working outcomes during the Coronavirus Pandemic
Authors
Agar Brugiavini
Raluca E. Buia
Irene Simonetti
Publication date
08-10-2021
Publisher
Springer Netherlands
Keyword
Coronavirus
Published in
European Journal of Ageing / Issue 4/2022
Print ISSN: 1613-9372
Electronic ISSN: 1613-9380
DOI
https://doi.org/10.1007/s10433-021-00651-5

Other articles of this Issue 4/2022

European Journal of Ageing 4/2022 Go to the issue