This study develops, validates, and applies a teacher applicant typology using labor market data. We construct our typology by applying a correlated topic model to 11,000 personal statements teachers submitted as part of their applications for open positions in Wisconsin public schools between 2015 and 2017. We identify seven types of teacher…

Do employers prioritize university prestige above an applicant's skills in the hiring process? To distinguish between the effect of human capital in the hiring process from the effect of the name of the graduating university--while controlling for networking effects--2,400 fictitious applications were submitted to IT and accounting jobs in the US,…

How the labour market operates in an increasingly digital context has remained under-researched. The article explains why the digital labour market is in urgent need of study, as digitalisation transforms how labour markets are structured and shape the competition for jobs. Digital tools give job seekers new ways of describing themselves and give…

Black women's pathway into the professoriate is an area of academic research that has been largely understudied. Contemporary research investigating the lack of representation of Black women in the professoriate reveal that the underrepresentation of Black women in faculty positions is the result of complex and intersecting factors, including…

The paper discusses the implications of recent advances in artificial intelligence for knowledge workers, focusing on possible complementarities and substitution between machine translation tools and language professionals. The emergence of machine translation tools could enhance social welfare through enhanced opportunities for inter-language…

Numerous studies have explored the labor market of school principals, documenting high turnover rates and voicing concerns regarding labor supply. However, little is known about the staffing challenges in rural schools and what promotes applicants to apply for and be hired for principalship in these locales. In partnership with the Wisconsin…

This article provides evidence and insight on the demand-side of graduate employment and selection through an investigation of employers' conceptions of what constitutes hireable and employable graduates. Drawing on evidence from a qualitative study with a diverse range of employers in the UK, the article shows that employers understand graduates'…

This paper focuses on the potential of competency assessment to support the long-term growth of the labour market by facilitating the appropriate employment of skilled immigrants. A competency-informed approach involves looking holistically at an individual's ability to apply knowledge and skills with appropriate judgment in a defined setting. The…

Employers' recruitment behaviour in entry labour markets is central for young people's transitions from school to work. Whereas previous research has focused on the effects of specific applicant characteristics, I concentrate on how organisational characteristics, namely organisation size and private or public sector affiliation, relate to…

This year approximately 3,300 employers attempted the survey with 2.560 providing enough information to be included in the analyses. Seventy-three percent (1859 respondents) are recruiters seeking full-time talent or hiring managers overseeing talent acquisition within their organizations. Other contributors include internship and co-op managers…

The academic job market is overcrowded, but departments are hiring, and each year thousands of graduate students and other candidates will get phone calls offering them tenure-track positions. It is typically a moment of mutual giddiness. The department heads are excited at the prospect of a terrific new colleague; the job applicants now know that…

This year approximately 3,300 employers attempted the survey with 2.560 providing enough information to be included in our analyses. Seventy-three percent (1859 respondents) are recruiters seeking full-time talent or hiring managers overseeing talent acquisition within their organizations. Other contributors include internship and co-op managers…

This article provides a new account of American job seekers' individualized understandings of their labor-market difficulties, and more broadly, of how structural conditions shape subjective responses. Unemployed white-collar workers in the U.S. tend to interpret their labor market difficulties as reflecting flaws in themselves, while Israelis…

Audit studies testing for discrimination have been criticized because applicants from different groups may not appear identical to employers. Correspondence studies address this criticism by using fictitious paper applicants whose qualifications can be made identical across groups. However, Heckman and Siegelman (1993) show that group differences…

This study describes a series of focus groups conducted with employers. A series of 10 focus groups was conducted in 10 different communities in a midwestern state, with small, medium, and large communities represented. A total of 67 participants, representing human resources offices and direct supervisors, responded to questions regarding…