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Research

A selection of questions I’ve spent time investigating, from research funding and doctoral education to language in online communities.

Featured capstone · Master of Education · 2026

The Relationship Between RGC Funding and Research Productivity Among STEM Scholars in Hong Kong

A panel data analysis covering 2012–2022.

22,456scholars
247,016scholar-years
11 yearsof evidence

Abstract

Hong Kong presents a paradox that demands empirical investigation. The city hosts five universities ranked in the global top 100, receives approximately HK$1.18 billion annually in competitive research funding from the Research Grants Council, and sustains some of the highest rates of international collaboration in Asia. Yet its scientific competitiveness has weakened steadily since the early 2000s.

This study provides a scholar-level causal evaluation of how RGC funding shapes STEM scholar research productivity in Hong Kong. It uses propensity score matching, two-way panel fixed effects, seemingly unrelated regression and event-study analysis to separate the marginal impact of funding from the selection bias that directs grants towards already productive scholars.

The findings identify a quality–quantity trade-off: grant receipt increases publication volume and short-term field-normalised citation impact whilst reducing the share of publications placed in Q1 journals and average journal prestige. The paper argues that continued public investment in competitive grants is justified, while portfolio diversification and field-calibrated accountability are the reforms most likely to maximise returns.

Selected writing

02

Slang Analysis of Discord Data

A quantitative exploration of informal language, slang and generational patterns inside digital communities.

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03

The Future of Doctoral Education

Reimagining the PhD for a globalised, digital age while balancing research excellence with social and personal purpose.

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04

Why Education Systems Converge

Testing six theories of global educational change and asking which framework best explains the spread of global scripts.

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