Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 7 of 7 for “"online job postings"”.
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Measuring pro-social message in job postings using machine learning
When searching for jobs, job applicants are not only motivated by monetary compensation alone, the meaning and social effects of the work also matter. Pro-social motivation, the desire to have a positive impact on other people or social collectives also play an important role in job searching. On …
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From Wallets to Wages: Consumer Income, Job Design, and Pay Disparities
… that serve high-income consumers specialize jobs into higher-paying and higher-skilled positions focused on quality, while those that serve lower-income consumers emphasize cost minimization by requiring workers to perform a wider range of general tasks. Matching consumer foot traffic data …
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Occupational change : automation and reskilling risks
… skill demands from the near-universe of tagged online job postings in the US for the last decade (2010-2018). We use this data to study how the skill demands of occupations have changed and how these changes affect the returns to skills. Low- and medium-wage occupations' skill demands changed …
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Labor Market Adjustments Under Economic Shocks: Evidence from the U.S.
… Using econometric methods on panel data from online job postings, the Current Population Survey, and trade exposure measures, the analysis provides empirical evidence on how firms adjust hiring criteria in response to disruptions in labor supply, market conditions, and global trade. The first …
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Essays on Information Technology, Human Capital, and the Future of Work
… by leveraging novel data from over 200 million online job postings from 2010 until 2020. I find large heterogeneity in skill returns across industries and identify potential (re)skill investment opportunities for workers. In the second essay, ’Digital Resilience: How Work-From-Home Feasibility …
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Essays on changing nature of work and organizations : implications for the U.S. labor market
… market to influence employment outcomes for job seekers (1) in alternative work arrangements and (2) of different genders. The first essay describes recent developments in the labor market for nonstandard workers, that is, an increase in the variety of pathways through which nonstandard …
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Exploring Engineering Employment Trends: A Decade-long Deep Dive into Skills and Competences Included in Job Advertisements
… Natural Language Processing (NLP) can support job advertisement discipline classification to help workforce researchers in analyzing labor market trends and relate it back to higher education. In particular, this study investigates how NLP can be used to identify discipline-specific and …