The role of generative AI in navigating trade-offs in policy research design
Balancing Validity, Rigour, and Innovation
Bibliographic Data
| ID | 6433800 |
|---|---|
| Authors | Xun Wu (0000-0002-7518-3951, Hong Kong University of Science and Technology, corresponding author), Dale Whittington (0000-0002-6075-8812, University of Manchester), Yvonne Jie Chen (0000-0003-4755-6025, ShanghaiTech University), 栄利子 仲座 (Hong Kong University of Science and Technology) |
| Year | 2024 |
| Volume | 18 |
| Issue | 2 |
| Pages | 455-481 |
| Publication date | 2024-11-26 |
| Peer Reviewed | Yes |
| Open Access | No |
| Type | ARTICLE |
| Venue | Journal of Asian Public Policy (JOURNAL) |
| Journal identifiers | ISSN: 1751-6242 • E-ISSN: 1751-6234 |
| Publisher | Taylor & Francis (PUBLISHER • GB) |
| DOI | 10.1080/17516234.2024.2425874 |
| OpenAlex | W4404771821 |
| Language | EN |
| Citations received | 2 |
| References cited | 17 |
Business · Economics · Epistemology · Generative grammar · Knowledge management · Political science · Process management · Rigour · Computer Science · Ethics and Social Impacts of AI · Psychology · Sustainability and Climate Change Governance · Artificial Intelligence
Responsible Artificial Intelligence
A Unified Framework of Five Principles for AI in Society
Machine learning
Big data in the policy cycle
From human writing to artificial intelligence generated text
Combining satellite imagery and machine learning to predict poverty
Can Generative AI improve social science?
Reframing Public Policy
Large language models as a substitute for human experts in annotating political text
Policy learning and policy change
Covid-19, policy change, and post-pandemic data governance
Bringing Rigor to the Use of Evidence in Policy Making
Can Large Language Models Transform Computational Social Science
The Credibility Revolution in Empirical Economics
Construct validity in psychological tests
Dilemmatics
| Unique citing works | 2 |
|---|---|
| Citations per year | 2 |
| Citation span | 2025 - 2025 (1) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 2 |