Computational Social Science & Digital Methods
Computational communication research using large-scale digital trace data, measurement, and causal designs.
I develop computational communication / computational social science projects that combine large-scale data, careful measurement, and defensible designs.
Representative directions:
- Platform and agenda dynamics (large-scale text + time-series signals)
- Measurement and validation for AI-assisted research pipelines
- Causal designs and policy evaluation with observational data (transparent assumptions + robustness checks)
Selected outputs & working papers (2025+)
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Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: Parental mediation is meaningfully linked to children’s digital media use and health literacy, with implications for family and school interventions.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding. -
Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: Newspaper framing of domestic violence varies across regions, shaping whether the issue is treated as private conflict or public responsibility.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding. - Intergenerational Differences and Media Use in a Small Society: A Theoretical Exploration of the Macau Model and Its Implications for Media Ecology Research代际差异与小型社会中的媒体使用：澳门模式的理论探索及其对媒体生态研究的启示
Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: A “small-society” Macau case helps theorize how intergenerational media use patterns emerge and how local ecosystems shape them.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding. -
Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: Negative title framing can boost engagement, but it also reinforces skewed representations of older adults with measurable behavioral effects.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding.
See also: the full research portfolio with cite/export tools on Research.