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We measure human capital using the self-reported skill sets of nearly 9 million U.S. college graduates from professional profiles on LinkedIn. We aggregate skill strings into 48 clusters of general, occupation-specific, and managerial…

General Economics · Economics 2025-05-08 David Dorn , Florian Schoner , Moritz Seebacher , Lisa Simon , Ludger Woessmann

Labor share, the fraction of economic output accrued as wages, is inexplicably declining in industrialized countries. Whilst numerous prior works attempt to explain the decline via economic factors, our novel approach links the decline to…

General Economics · Economics 2024-01-05 B. N. Kausik

There has been a significant amount of debate around gender differences in intellectual functioning, however, most of this research concerns typically developing populations and lacks research into atypically developing populations and…

History and Overview · Mathematics 2021-12-28 David Giofrè , Katie Allen , Enrico Toffalini , Irene C. Mammarella , Sara Caviola

Cognition, a component of human capital, is fundamental for decision-making, and understanding the causes of human capital depreciation in old age is especially important in aging societies. Using various proxy measures of cognitive…

General Economics · Economics 2021-11-02 Plamen Nikolov , Steve Yeh

In 1990, one in five U.S. workers were aged over 50 years whereas today it is one in three. One possible explanation for this is that occupations have become more accommodating to the preferences of older workers. We explore this by…

General Economics · Economics 2022-12-08 Daron Acemoglu , Nicolaj Søndergaard Mühlbach , Andrew J. Scott

Economists have mainly focused on human capital accumulation rather than on the causes and consequences of human capital depreciation in late adulthood. To investigate how human capital depreciates over the life cycle, we examine how a…

General Economics · Economics 2022-12-09 Plamen Nikolov , Md Shahadath Hossain

In this article, I present a new approach and a novel model to the study of the life cycle of wages. The key idea is that wage can be thought as remuneration paid for the competency. It is assumed with the approach that there are three…

Physics and Society · Physics 2007-05-23 S. I. Maximov

This paper investigates the relationship between AI use and worker well-being outcomes such as mental health, job enjoyment, and physical health and safety, using microdata from the OECD AI Surveys across seven countries. The results reveal…

General Economics · Economics 2026-03-03 Voraprapa Nakavachara

We present the results of a study comparing the performance of younger adults (YA) and people in late adulthood (PLA) across ten low-level analysis tasks and five basic visualizations, employing Bayesian regression to aggregate and model…

Human-Computer Interaction · Computer Science 2025-03-05 Zack While , Ali Sarvghad

Healthy ageing is associated with decline in cognitive abilities such as language. Aerobic fitness has been shown to ameliorate decline in some cognitive domains, but the potential benefits for language have not been examined. In a…

Applications · Statistics 2018-04-13 K. Segaert , S. J. E. Lucas , C. V. Burley , Pieter Segaert , A. E. Milner , M. Ryan , L. Wheeldon

This paper examines whether students are entering the generative AI era with sufficiently strong educational foundations, focusing on the relationship between learning environments and changes in ICT related career aspirations across…

Computers and Society · Computer Science 2026-05-28 Diana Maria Popa , Simona-Vasilica Oprea , Adela Bâra

We document the age-race-gender intersectionality in the distribution of occupational tasks in the United States. We also investigate how the task content of work changed from the early-2000s to the late-2010s for different…

General Economics · Economics 2022-05-03 Samuel Cole , Zachary Cowell , John M. Nunley , R. Alan Seals

The growing adoption of artificial intelligence (AI) technologies has heightened interest in the labor market value of AI related skills, yet causal evidence on their role in hiring decisions remains scarce. This study examines whether AI…

General Economics · Economics 2026-03-05 Fabian Stephany , Ole Teutloff , Angelo Leone

The world population is projected to rapidly age over the next 30 years. Given the increasing digital technology adoption amongst older adults, researchers have investigated how technology can support aging populations. However, little work…

Human-Computer Interaction · Computer Science 2022-02-23 Nurul M Suhaimi , Yixuan Zhang , Mary Joseph , Miso Kim , Andrea G Parker , Jacqueline Griffin

This study introduces a novel method for predicting cognitive age using psychophysiological tests. To determine cognitive age, subjects were asked to complete a series of psychological tests measuring various cognitive functions, including…

Neurons and Cognition · Quantitative Biology 2025-12-29 Daria D. Tyurina , Sergey V. Stasenko , Konstantin V. Lushnikov , Maria V. Vedunova

Citations are a key ingredient of scientific research to relate a paper to others published in the community. Recently, it has been noted that there is a citation age bias in the Natural Language Processing (NLP) community, one of the…

Digital Libraries · Computer Science 2024-01-09 Hoa Nguyen , Steffen Eger

Cognitive ageing seems to be a story of global degradation. As one ages there are a number of physical, chemical and biological changes that take place. Therefore it is logical to assume that the brain is no exception to this phenomenon.…

Adaptation and Self-Organizing Systems · Physics 2014-08-07 Sakyasingha Dasgupta

The population is aging, and becoming more tech-savvy. The United Nations predicts that by 2050, one in six people in the world will be over age 65 (up from one in 11 in 2019), and this increases to one in four in Europe and Northern…

Computation and Language · Computer Science 2021-10-19 Kathleen C. Fraser , Majid Komeili

AI risks are typically framed around physical threats to humanity, a loss of control or an accidental error causing humanity's extinction. However, I argue in line with the gradual disempowerment thesis, that there is an underappreciated…

Computers and Society · Computer Science 2025-03-31 Joshua Krook

The digitalisation of childhood underscores the importance of early digital skill development. To understand how peer relationships shape this process, we draw on unique sociocentric network data from students in classrooms across three…

Social and Information Networks · Computer Science 2025-08-27 Petro Tolochko , Jana Bernhard-Harrer , Azade E. Kakavand , Aytalina Kulichkina , Hyunjin Song , Hajo G. Boomgaarden
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