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COVID-19, jobs and skills—Exploratory analysis of the job postings in the US and UK healthcare job market

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  • Himanshu Upadhyay
  • Mecit Can Emre Simsekler
  • Maher Maalouf
  • Siddiq Anwar
  • Mohammed Omar

Abstract

The COVID-19 pandemic has significantly affected all spheres of life, including the healthcare workforce. While the COVID-19 pandemic has started driving organizational and societal shifts, it is vital for healthcare organizations and decision-makers to analyze patterns in the changing workforce. In this study, we aim to identify patterns in healthcare job postings during the pandemic to understand which jobs and associated skills are trending after the advent of COVID-19. Content analysis of job postings was conducted using data-driven approaches over two-time intervals in the pandemic. The proposed framework utilizes Latent Dirichlet Allocation (LDA) for topic modeling to evaluate the patterns in job postings in the US and the UK. The most demanded jobs, skills and tasks for the US job postings are presented based on job posting data from popular job posting websites. This is obtained by mapping the job postings to the jobs, skills and tasks defined in the O*NET database for the healthcare occupations in the US. The topic modeling results clearly show increased hiring for telehealth services in both the US and UK. This study also presents an increase in demand for specific occupations and skills in the USA healthcare industry. The results and methods used in the study can help monitor rapid changes in the job market due to pandemics and guide decision-makers to make organizational shifts in a timely manner.

Suggested Citation

  • Himanshu Upadhyay & Mecit Can Emre Simsekler & Maher Maalouf & Siddiq Anwar & Mohammed Omar, 2023. "COVID-19, jobs and skills—Exploratory analysis of the job postings in the US and UK healthcare job market," PLOS ONE, Public Library of Science, vol. 18(1), pages 1-16, January.
    • Handle: RePEc:plo:pone00:0278237
    DOI: 10.1371/journal.pone.0278237
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    References listed on IDEAS

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    1. R Maria del Rio-Chanona & Penny Mealy & Anton Pichler & François Lafond & J Doyne Farmer, 2020. "Supply and demand shocks in the COVID-19 pandemic: an industry and occupation perspective," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 94-137.
    2. Diana Jiménez-Rodríguez & Azucena Santillán García & Jesús Montoro Robles & María del Mar Rodríguez Salvador & Francisco José Muñoz Ronda & Oscar Arrogante, 2020. "Increase in Video Consultations During the COVID-19 Pandemic: Healthcare Professionals’ Perceptions about Their Implementation and Adequate Management," IJERPH, MDPI, vol. 17(14), pages 1-14, July.
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