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International Journal of
            Population Studies                                                         Atypical workers and COVID-19



            which has received limited attention to date. The firm-  Consent for publication
            level database used in this study provides a comprehensive
            understanding of the issue, highlighting the specific   Not applicable.
            factors that hinder or promote the increase in atypical   Availability of data
            employment levels during the pandemic. Future research
            might include case studies of firms that did not have as   Data and materials are available from the corresponding
            negative experiences as their peer-firms and showcase   author on request.
            what the “better” firms did that resulted in the more-  References
            positive results.
                                                               Al-Jubari, I., Mosbah, A., & Salem, S.F. (2022). Employee well-
              The study’s policy implications emphasize the need   being during COVID-19 pandemic: The role of adaptability,
            for policymakers to address the inadequacy of education   work-family conflict, and organizational response.  Sage
            and training for the workforce, balance labor regulations   Open, 12(3).
            between workforce flexibility and job security, and      https://doi.org/10.1177/21582440221096142
            incentivize firms to innovate and adapt to the new economic
            landscape. Specifically, policies should be targeted toward   Blankenburg, S. and Palma, J.G. (2009). Introduction: The global
            small  firms to  reduce  constraints  on  their  reliance  on   financial crisis. Cambridge Journal of Economics, 33(4):531-
                                                                  538.
            temporary employment, while policies for medium- and
            large-sized firms should focus on increasing job security      https://doi.org/10.1093/cje/bep038
            for temporary workers. Furthermore, investments in   Burchardt, J. (2019). Flexicurity: The Danish model. In: The
            education and training programs can help workers acquire   Palgrave Handbook of Management History. Cham:
            the skills and qualifications needed for more stable, long-  Palgrave Macmillan.
            term employment. Finally, policymakers should consider      https://doi.org/10.1007/978-3-319-62348-1_96-1
            providing support and resources for firms to develop   Chen, Y., Ingram, C., Downey, V., Roe, M., Drummond, A.,
            new business models and strategies that will enable them   Sripaiboonkij, P.,  et al. (2022). Employee mental health
            to weather the effects of the pandemic while offering tax   during COVID-19 adaptation: Observations of occupational
            breaks  or  financial  incentives  to  firms  that  create  new   safety and health/human resource professionals in Ireland.
            jobs or convert their operations to meet new demands.   International Journal of Public Health, 67:1604720.
            Governments and policymakers should design policies      https://doi.org/10.3389/ijph.2022.1604720
            that promote hiring atypical workers during a crisis while
            improving their working conditions and wages.      Chen, Z. (2021). Influence of working from home during the
                                                                  COVID-19 crisis and HR practitioner response. Frontiers in
            Acknowledgments                                       Psychology, 12:710517.
                                                                  https://doi.org/10.3389/fpsyg.2021.710517
            None.
                                                               Connelly, C.E., & Gallagher, D.G. (2004). Emerging trends
            Funding                                               in  contingent work  research.  Journal  of Management,
                                                                  30(6):959-983.
            None.
                                                                  https://doi.org/10.1016/j.jm.2004.06.008
            Conflict of interest                               Couprie, H., & Joutard, X. (2017). The role of atypical jobs in

            The authors declare no conflicts of interest.         career trajectories at the start of working life. Revue Française
                                                                  d’économie, 32(1):59-93.
            Author contributions                                  https://doi.org/10.3917/rfe.171.0059
            Conceptualization: All authors                     Davoine, T. (2023). Flexicurity, education and optimal labour
            Formal analysis: Zakaria Elouaourti                   market policies. LABOUR, 37(4):592-625.
            Investigation: All authors                            https://doi.org/10.1111/labr.12255
            Methodology: All authors                           Del Rio-Chanona, R.M., Mealy, P., Pichler, A., Lafond, F., &
            Writing–original draft: All authors                   Doyne  Farmer, J.  (2020)  Supply  and  demand  shocks  in
            Writing– review & editing: All authors                the COVID-19 pandemic: An industry and occupation
                                                                  perspective.  Oxford Review of Economic Policy, 36(1):
            Ethics approval and consent to participate            S94-S137.
            Not applicable.                                       https://doi.org/10.1093/oxrep/graa033


            Volume 11 Issue 5 (2025)                        69                        https://doi.org/10.36922/ijps.3575
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