Holding out the promise of Lasswell's dream
Big data analytics in public policy research and teaching
Datos Bibliográficos
| ID | 4074128 |
|---|---|
| Autores | Ola G El‐taliawi (0000-0002-1615-6021, Carleton University), Namrata Goyal (0000-0002-1025-7585, Delft University of Technology, autor de correspondencia), Michael Howlett (0000-0003-4689-740X, Simon Fraser University) |
| Año | 2021 |
| Volumen | 38 |
| Número | 6 |
| Páginas | 640-660 |
| Fecha de publicación | 2021-11-01 |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | Review of Policy Research (JOURNAL) |
| Identificadores de la revista | ISSN: 1541-132X • E-ISSN: 1541-1338 |
| Editorial | Wiley (PUBLISHER • GB) |
| DOI | 10.1111/ropr.12448 |
| OpenAlex | W3199853562 |
| Idioma | EN |
| Citas recibidas | 12 |
| Referencias citadas | 83 |
While the emergence of big data raises concerns regarding governance and public policy, it also creates opportunities for diversifying the toolkit for analysis for the policy sciences as a whole, i.e., research concerning policy analysis as well as policy studies. Further, it opens avenues for practice, which together with research requires adaptation in teaching curricula if policy education were to remain relevant. However, it is not clear to what extent this opportunity is being realized in public policy research and teaching. In this study, we examine the prevalence of big data analytics in public policy research and pedagogy using bibliometric analysis and topic modeling for the former, and content analysis of course titles and descriptions for the latter. We find that despite significant scope for application of various big data techniques, the use of these analytic techniques in public policy has been largely limited to select institutions in a few countries. Further, data science has received limited attention in policy pedagogy, once again with significant geographic variation in its prevalence. We conclude that, to stay relevant, the policy sciences need to pay more attention to the integration of big data techniques in policy research, pedagogy, and thereby practice
Analytics · Big data · Corporate governance · Curriculum · Data mining · Data science · Economics · Education policy · Higher education · Management · Pedagogy · Policy analysis · Policy Sciences · Policy studies · Political science · Public policy · Public relations · Scope (computer science · Sociology · Computational and Text Analysis Methods · Computer Science · Data Analysis with R · Data Quality and Management · Public Administration
Machine learning in public administration research
Exploring food security as a multidimensional topic
Big Data-Driven Public Policy Decisions
Mapping the Adoption of Disruptive Technologies in Public Administration
A systematic review of public policy implementation during the Covid‐19 pandemic
From Niches to the Mainstream
Whither policy innovation? Mapping conceptual engagement with public policy in energy transitions research
Fracking Twitter
A semi-automated approach to policy-relevant evidence synthesis
Scaling Up With Integrity
Stakeholder theory in the public sector domain
The transformative power of technological change for public policy
Human Decisions and Machine Predictions
Machine learning
Statistical Modeling
Introduction—Platforms and Infrastructures in the Digital Age
Privacy and human behavior in the age of information
A correlated topic model of Science
Bibliometrix
Probabilistic topic models
How do academic topics shift across altmetric sources? A case study of the research area of Big Data
Big data
Big data and human geography
Responses to mass shooting events
Statistical Procedures for Forecasting Criminal Behavior
Profiling foreign policy leaders in their own language
Access and egress times to high-speed rail stations
Will Algorithms Blind People? The Effect of Explainable AI and Decision-Makers’ Experience on AI-supported Decision-Making in Government
Learning and Evaluation of Dialogue Strategies for New Applications
Data protection legislation
Indigenous Data Sovereignty
Digital divide and beyond
Smart City appropriation by local actors
Social big data informs spatially explicit management options for national parks with high tourism pressures
Navigating uncharted waters
Fit for purpose? The GDPR and the governance of European digital health
The ideological alignment of smart urbanism in Singapore
The emerging conception of the policy sciences
Public policy schools in the global south
The vestiges and vanguards of policy design in a digital context
Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach
Complexity Theory in Political Science and Public Policy
From Government to Governance? A Comparison of Environmental Governing in Swedish Forestry and Transport
Making Austerity Popular
Critical Questions for Big Data
| Citas por año | 2,4 |
|---|---|
| Intervalo de citas | 2021 - 2026 (6) |
| Altamente citado | No |