2026
The Division of Labour and Female Partners' Relative Pay across Phases of Parenthood: Evidence from UK Dual-Earner Couples
DOIPhD candidate in Social Statistics at the University of Manchester. My research runs in two streams. One is my doctoral work on time use, gender, and the division of labour among UK dual-earner couples. The other is computational social science, where I am currently applying models such as word2vec, transformers, and variational autoencoders to sociological questions.
My doctoral research, funded by the UKRI North West Social Science Doctoral Training Partnership, uses UK longitudinal and time-use data to examine how paid work, domestic work, and parenthood structure the daily lives of dual-earner couples. I draw on multi-channel sequence analysis, multilevel modelling, and structural equation modelling.
Alongside that, I am developing a strand of work on AI literacy and computational social science. One project examines the social stratification of generative AI literacy, use frequency, and workplace acceptance across eleven European countries. A second uses decade-specific word embeddings to measure where everyday places sit on cultural dimensions across a century of American books, and how far that arrangement holds.
* Corresponding author
2026
The Division of Labour and Female Partners' Relative Pay across Phases of Parenthood: Evidence from UK Dual-Earner Couples
DOI
2023
Can Teleworking Improve Workers' Job Satisfaction? Exploring the Roles of Gender and Emotional Well-Being
DOI
2023
Supervertex Sampling Network: A Geodesic Differential SLIC Approach for 3D Mesh
DOI
2022
NGD-Transformer: Navigation Geodesic Distance Positional Encoding with Self-Attention Pooling for Graph Transformer on 3D Triangle Mesh
DOIExploring Physical and Mental Health in the Sandwich Generation Dual-Earner Couples: A Couple-Level Analysis
Mapping Couples' Daily Rhythms: A Multi-Channel Sequence Analysis of Time Use in UK Dual-Earner Couples
Return-to-Office, Back to the Past? Working On-site and Gendered Division of Labour among UK Couples
Different Days or Different Experiences? Gendered Daily Rhythms and Time Pressure among Working Parents and Non-Parents in the UK, 2016–2023
The Social Stratification in Generative Artificial Intelligence Literacy, Use Frequency, and Workplace Acceptance in 11 European Countries
SocArXiv preprintGender Typing and Symbolic Value in American Everyday Spaces, 1900 to 2009
2026
Fathers' work-life balance: why occupational class matters in the UK
Read
2025
2025
Dads and school involvement: could do better?
ReadTeaching Assistant at the University of Manchester, 2023 to 2026.
Undergraduate. SOST20131 Answering Social Research Questions with Statistical Models.
Postgraduate. DATA70121 Statistics and Machine Learning, and SOST70033 Data Science Modelling.
Peer reviewer for Humanities and Social Sciences Communications, Social Indicators Research, and Applied Research in Quality of Life.
Languages. Stata, R, and Python.
Statistical modelling. Longitudinal data analysis, multilevel modelling, structural equation modelling, latent growth curve modelling, multi-channel sequence analysis, survival analysis, complex survey analysis, multiple imputation (MICE), and principal component analysis.
Computational methods. Word embeddings (word2vec), transformer models, variational autoencoders, and natural language processing for social science applications.
I welcome enquiries about collaboration, teaching, and research.