Bias out-of-the-box: An empirical analysis of intersectional occupational biases in popular generative language models

HR Kirk, Y Jun, F Volpin, H Iqbal… - Advances in neural …, 2021 - proceedings.neurips.cc
The capabilities of natural language models trained on large-scale data have increased
immensely over the past few years. Open source libraries such as HuggingFace have made …

A process‐oriented, multilevel, multidimensional conceptual framework of work–life balance support: A multidisciplinary systematic literature review and future …

Y Fan, K Potočnik, S Chaudhry - International Journal of …, 2021 - Wiley Online Library
Work–life balance is shaped not only by how individuals manage their personal demands
and resources, but also by stressors and work–life balance support mechanisms from …

National family policies and mothers' employment: How earnings inequality shapes policy effects across and within countries

JL Hook, E Paek - American Sociological Review, 2020 - journals.sagepub.com
Although researchers generally agree that national family policies play a role in shaping
mothers' employment, there is considerable debate about whether, how, and why policy …

When does part-time work relate to less work-life conflict for parents? Moderating influences of workplace support and gender in the Netherlands, Sweden and the …

L Van Breeschoten, M Evertsson - Community, Work & Family, 2019 - Taylor & Francis
Working part-time can potentially be a great means of reducing work-life conflict for parents
of young children. However, research has not univocally found this attenuating relation …

“I may be essential but someone has to look after my kids”: women physicians and COVID-19

J Smith, L Abouzaid, J Masuhara… - Canadian Journal of …, 2022 - Springer
Objectives This paper analyzes results from focus groups held with women physicians in
British Columbia which explored questions around how gender norms and roles influenced …

[HTML][HTML] Same degrees, different outcomes? Fields of study choices and gender wage inequality in Finland and Germany

AE Hägglund - Social Science Research, 2024 - Elsevier
Men and women's diverging fields of study choices contribute to the gender wage gap
among highly educated workers in several countries, yet systematic cross-national …

Gendered labor market (dis) advantages in Nordic welfare States: Introduction to the theme of the special issue

A Mustosmäki, L Reisel, T Sihto, M Teigen - Nordic journal of working life …, 2021 - jyx.jyu.fi
Gender equality has been named as one of the normative foundations of Nordic wel-fare
states. This is reflected in how, year after year, Nordic states rank among the most gender …

Gender and disability in male‐dominated occupations: A social relational model

KJC Sang, J Richards, A Marks - Gender, Work & Organization, 2016 - Wiley Online Library
Evidence from male‐dominated sectors points to high levels of disability and the disabling
nature of working environments. However, research of this nature assumes a medical model …

[PDF][PDF] Gendered tradeoffs

JL Hook, M Li - The Palgrave Handbook of Family Policy, 2020 - library.oapen.org
The literature linking family policy to women's labor market outcomes is a rapidly expanding
field, spanning many disciplines and analytic approaches. Several recent reviews provide a …

Gendered employment patterns: Women's labour market outcomes across 24 countries

H Kowalewska - Journal of European Social Policy, 2023 - journals.sagepub.com
An accepted framework for 'gendering'the analysis of welfare regimes compares countries
by degrees of 'defamilialization'or how far their family policies support or undermine …