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Full Description
This volume contains an Open Access chapter.
In the digital age, Big Data offers an unparalleled lens into the intricacies of human behavior. Data sourced from job boards, social media platforms, or news websites allows researchers to answer questions that could not be answered with conventional data sources. Labor markets are no exception here: every day, millions of workers and firms interact, and big data allows us to better understand the complex dynamics arising from worker-firm interactions.
This volume showcases new, original research using Big Data to gain fresh insights into how labor markets work. The volume is compiled by Solomon Polachek, a pioneer in gender-related labor market research, and Benjamin Elsner, an expert on causal inference and the economics of migration. Topics include recent trends in the digitalization of job postings, the use of online vacancy and job applicants' data to study skill dynamics, the insights gained from linked vacancy data regarding skill demand and wages, the tracking of gender norms over time, the utilization of domain-specific word embeddings to examine the demand for skills, the latest evidence on employee agreements in the franchise sector, and the impact of vertical restraints on labor markets in franchised industries. All chapters use a combination of innovative data sources and machine learning methods to enhance our understanding of how labor markets work.
Contents
Chapter 1. Letting Job Postings Talk: Recent Trends in Digitalization; Alejandra Bellatin, Vivian Chu, and Gabriela Galassi
Chapter 2. Using Online Vacany and Job Applicants' Data to Study Skill Dynamics; Verónica Escudero, Hannah Liepmann, and Ana Podjanin OPEN ACCESS
Chapter 3. Skill Demand and Wages: Evidence from Linked Vacancy Data; Lennart Ziegler
Chapter 4. The Times Have Changed: Tracking the Evolution of Gender Norms over Time; Andreas Kuhn
Chapter 5. Using Domain-Specific Word Embeddings to Examine the Demand For Skills; Sugat Chaturvedi, Kanika Mahajan, and Zahra Siddique
Chapter 6. New Evidence on Employee Non-compete, No Poach, and No Hire Agreements in the Franchise Sector; Peter Norlander
Chapter 7. Vertical Restraints and Labor Markets in Franchised Industries; Brian Callaci, Sérgio Pinto, Marshall Steinbaum, and Matt Walsh
