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International Journal of
            Population Studies                                                         Atypical workers and COVID-19



            increased or  decreased its  temporary  workforce  during   The Danish model combines flexibility with strong
            the pandemic. This finding suggests that policy measures   security measures, illustrating how well-managed labor
            implemented to support firms during the pandemic must   market strategies can stabilize employment dynamics and
            be reevaluated to ensure that they effectively support firms   support workers during economic shifts. This strategy
            in maintaining their temporary workforce. Our findings   is  particularly  important  for  medium  and  large  firms
            underscore the importance of a multifaceted approach to   struggling with declining temporary roles without such
            addressing the challenges firms and employees face during   measures. In contrast, medium-  and large-sized firms
            the COVID-19 pandemic.                             experienced a decrease in their temporary workforce during
                                                               the COVID-19 pandemic. This finding corroborates the
            4. Discussion                                      results of Elouaourti & Ezzahid (2022), who observed that
            The challenges posed by an inadequately educated   medium-sized firms are more adversely affected by crises
            workforce and labor regulations were significant barriers   than micro, small, and large firms. Unlike micro and small
            to expanding atypical employment at the firm level during   firms, which can adapt by operating informally, medium-
            the COVID-19 pandemic. This finding indicates a critical   sized firms lack this flexibility. Conversely, large firms
            misalignment between training and the specific needs of   often have the resources and political clout to mitigate
            companies seeking a temporary workforce. Hayat  et al.   such impacts, placing medium-sized firms at a distinct
            (2022) similarly explored the impact of the pandemic on skill   disadvantage during periods of economic downturn.
            development, finding a notable increase in online searches   Our findings highlight an urgent need for policies
            related to upgrading skills during lockdowns. This result   addressing the gaps in education and training systems,
            suggests that individuals were keen to enhance their skills,   especially concerning the skills necessary for unconventional
            potentially utilizing the extra time afforded by lockdowns   and emerging job sectors. This finding highlights the gap
            to invest in their human capital. They emphasize the   between current educational offerings and the evolving
            critical role of online educational platforms in facilitating   demands of the workforce. This observation aligns with
            this upskilling, establishing a positive relationship between   Krishnamoorthy & Keating (2021), who explored the
            their use and human capital development. In contrast, our
            findings suggest that despite the increased interest in skills   repercussions of COVID-19 on higher education and its
            development (Hayat et al., 2022), the educational offerings   effects on workforce readiness. Their study revealed how
            may not have adequately aligned with the labor market’s   the pandemic has intensified existing disparities in higher
            specific needs. This misalignment may have prevented the   education  and  workforce  preparedness,  particularly  by
            effective integration of newly acquired skills into atypical   highlighting the inadequacy of traditional educational
            employment opportunities;  therefore,  while  there  was a   frameworks in equipping students with relevant skills. They
            clear desire for skill enhancement, the training available   argued that the pandemic intensified the misalignment
            may not have fully addressed the practical demands of   between  the  skills  supplied  by  both  conventional  and
            companies, particularly for temporary roles. This situation   corporate educational institutions and the changing needs
            underscores the need for better alignment between   of the job market. In this regard, Pizzinelli & Shibata
            educational  programs  and  market  needs  to  support  the   (2023) provided a valuable perspective on the labor market
            growth of atypical employment in times of crisis.  mismatch  during  the  COVID-19  pandemic.  Utilizing
                                                               the framework developed by Şahin  et al. (2014), their
              Furthermore, small firms significantly expanded   research focused on the US and the UK, determining a
            their use of temporary workers during the COVID-19   significant increase in labor market mismatch at the onset
            pandemic. This trend likely stemmed from small firms   of the pandemic; however, this mismatch returned to
            facing stricter constraints from labor market regulations   pre-pandemic levels within a few months. This situation
            regarding  standard  jobs,  leading  them  to  depend  more   indicates that  the  pandemic  did not  induce  a  sustained
            on temporary employment. While this strategy provided   structural shift that would cause considerable friction in
            firms with greater flexibility in managing their workforce,   the alignment between workers and firms. Consequently,
            it often comes at the cost of reduced employee job security.   the impact of the mismatch on employment was relatively
            Pizzinelli & Shibata (2023) supported this observation,   minor and short-lived, especially when compared to
            highlighting  that effective labor  market policies  can   the more enduring disruptions seen during the Global
            mitigate the negative impacts of economic disruptions,   Financial Crisis (Blankenburg & Palma, 2009).
            such as those seen during the pandemic. They argued
            that addressing labor market mismatches and providing   Policymakers must explore ways to help workers acquire
            adequate  support  for  workers  could  help  reduce  the   new skills that will enable them to adapt to the evolving
            adverse effects of fluctuations in temporary employment.   demands of the labor market. In addition, labor regulations


            Volume 11 Issue 5 (2025)                        64                        https://doi.org/10.36922/ijps.3575
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