Page 74 - IJPS-11-5
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International Journal of
            Population Studies                                                         Atypical workers and COVID-19



            permanent jobs rather than relying heavily on temporary   adapt their operations quickly. By implementing these
            employment (Burchardt, 2019; Kreiner & Svarer, 2022).  recommendations, policymakers and businesses can
              The positive correlation between firms converting   create a more resilient labor market better equipped to
            their production or services in response to COVID-19   handle future crises, ensuring workforce flexibility and job
            and the level of temporary employment underscores the   security.
            importance  of  innovation  (Nunes  et al.,  2023;  Osuna  &   5. Conclusion
            García Pérez, 2022). Governments should support business
            transformation by providing financial incentives, such as   This  paper  investigated  the  impact  of  the  COVID-19
            tax breaks or grants, to firms that innovate and adapt their   health crisis on contingent/atypical employment. For this
            business models to meet new market demands. In addition,   purpose, we mobilized a firm-level database of 12,193
            incentivizing research and development activities will enable   firms from 19 countries. A dynamic logit model was used
            firms to explore new products, services, and operational   as the empirical methodology.
            strategies, promoting long-term growth and employment   Atypical workers were among the most impacted
            stability (Fasano et al., 2022; Turkson et al., 2021).  segments of the population by the COVID-19 health
              Given the distinct impact of COVID-19 on atypical   crisis. Our empirical results showed that an inadequately
            employment across different regions, adopting region-  educated workforce and labor regulations were the main
            specific policy measures is critical. Policymakers should   factors that hindered the increase in atypical employment
            streamline labor market regulations in regions with   levels at the firm level during the COVID-19 pandemic.
            stricter policies to allow for greater employment flexibility   Results by firm size showed that small firms raised the
            during crises, ensuring that firms can adapt to fluctuating   probability of increasing the level of the temporary labor
            labor demands. Developing region-specific education and   force, as opposed to medium- and large-sized firms.
            training programs that address the unique needs of local   Furthermore, results by sector of activity showed that,
            industries will bridge the skills gap and enhance workforce   except for firms operating in the construction sector, firms
            readiness (Herod et al., 2022).                    belonging to other sectors (hotel and restaurants, retail,
              The study also highlights the need to reassess   IT, transport, machinery, and equipment sectors, etc.)
            government subsidies and assistance programs to support   were less inclined to increase their temporary workforce.
            firms during crises (Lalinsky & Pál, 2022). It is essential to   However, this is not the case for firms operating in the
            design targeted subsidies and financial assistance programs   construction sector, which is the only sector that has seen
            that specifically address firms’ needs for maintaining their   a significant increase in the temporary workforce of its
            workforce. These programs should focus on both temporary   firms.
            and permanent employment. Continuously evaluating the   Furthermore, the firm’s geographical location is a
            impact of government assistance programs and adjusting   key determinant of the increase/decrease in the firm’s
            them based on feedback from businesses and labor market   temporary workforce. The firms in Africa and Europe
            trends will ensure that they provide meaningful support in   experienced a decline in their temporary workforce, unlike
            maintaining employment levels (Liouaeddine et al., 2024).  those in the MENA region, which experienced an increase
              Firms should invest in comprehensive human resource   in the temporary workforce during the COVID-19 crisis.
            development strategies to build a more resilient workforce   Finally, national or local government measures issued to
            capable of navigating future crises. Implementing programs   firms failed to mitigate the impact of the COVID-19 health
            focusing on employee well-being and mental health   crisis on the contingent worker segment. Regarding the
            is crucial (Al-Jubari  et al., 2022), as a supportive work   empirical verification of the Schumpeterian hypothesis of
            environment enhances productivity and job satisfaction.   “creative destruction,” the latter is confirmed insofar as the
            Developing clear career paths and opportunities for   variable “has this establishment converted its production
            advancement within firms will provide employees with a   or services in response to COVID-19” is statistically
            sense of stability and long-term growth prospects (Chen   positively correlated with our two dependent variables. In
            et al., 2022).                                     other words, the adjustment policies implemented at the
              Finally, firms should prepare themselves for a   firm level in our sample destroyed old temporary jobs in
            pandemic-like occurrence through special scenario   these firms, but these adjustment measures created new
            planning (Rawson & Stevens, 2023). This approach involves   needs in the temporary labor force for the firms.
            developing  contingency  plans  that  address  potential   Our study contributes to the literature on the impact
            disruptions and ensuring that they have the flexibility to   of the COVID-19 pandemic on atypical employment,


            Volume 11 Issue 5 (2025)                        68                        https://doi.org/10.36922/ijps.3575
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