COVID-19- Jobs and skills: A comprehensive analysis of the job postings in the US and UK healthcare job market

الموضوعات

علوم تطبيقية وتكنولوجية

الملخص

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 analyse trends towards a 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 modelling, to evaluate the trends in job postings in the US and the UK, for a comparative study. The most demanded jobs, skills and tasks for the US job postings are presented based on job posting data of 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 US. The topic modelling results clearly show a trend towards increased hiring for telehealth services in both the US and UK. This study also suggests that there have been sudden increase in demand for certain 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 crises. The findings can guide decision-makers to make organizational shifts in a timely manner.

روابط وملفات

التعريف والنوع

رقم الوثيقة

025b15a5-f918-4e85-b13e-abc1ec371067

رقم العقد

0

نوع الوسائط

Crawler

نوع المحتوى

الرسائل العلمية

صيغة المصدر

رسائل ماجيستير

نوع الملف

pdf text

أسماء الملفات

2282980_1.pdf

بيانات النشر

ألقاب المؤلفين

[{"name_ar":"Himanshu Upadhyay","title_ar":"اعداد","title_en":"Preparation"},{"name_ar":"Maher Maalouf","title_ar":"اشراف","title_en":"Supervision"},{"name_ar":"Mecit Can Emre Simsekler","title_ar":"اشراف","title_en":"Supervision"},{"name_ar":"Mohammed Omar","title_ar":"اشراف","title_en":"Supervision"}]

اللغة

English

المصدر والدورية

اسم المصدر

COVID-19- Jobs and skills: A comprehensive analysis of the job postings in the US and UK healthcare job market

المحتوى والصفحات

عدد الصفحات

0

كلمات الباحثين

content analysis; topic modelling; future of healthcare; COVID-19; future of work job analysis

إشراف وإعداد

الإشراف

Maher Maalouf, Mecit Can Emre Simsekler, Mohammed Omar

الإعداد

Himanshu Upadhyay

الاقتباسات الببليوغرافية