Saltar al contenido principal

ETHNOS_APP

Inicio • Búsqueda • Revistas • Lista 0

Holding out the promise of Lasswell's dream

Big data analytics in public policy research and teaching

Datos Bibliográficos

ID4074128
AutoresOla 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)
Año2021
Volumen38
Número6
Páginas640-660
Fecha de publicación2021-11-01
Open AccessSí
TipoARTICLE
RevistaReview of Policy Research (JOURNAL)
Identificadores de la revistaISSN: 1541-132X • E-ISSN: 1541-1338
EditorialWiley (PUBLISHER • GB)
DOI10.1111/ropr.12448
OpenAlexW3199853562
IdiomaEN
Citas recibidas12
Referencias citadas83

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

    Min Yao, Lei Liu•International Public Management…•2026

  • Exploring food security as a multidimensional topic

    Open Access•Maria Stella Righettini, Elisa Bordin•Quality & Quantity•2023

  • Big Data-Driven Public Policy Decisions

    Open Access•Hossin Md Altab, Jie Du et al.•SAGE Open•2023

  • Mapping the Adoption of Disruptive Technologies in Public Administration

    Open Access•Matej Babšek, D Ravšelj et al.•SAGE Open•2025

  • A systematic review of public policy implementation during the Covid‐19 pandemic

    Open Access•Valeria de Oliveira Lemos Novato, Cristiana Maria Toscano et al.•Review of Policy Research•2025

  • From Niches to the Mainstream

    Open Access•Namrata Goyal, Valérie Pattyn et al.•Journal of Comparative Policy…•2025

  • Whither policy innovation? Mapping conceptual engagement with public policy in energy transitions research

    Open Access•Namrata Goyal, Araz Taeihagh et al.•Energy Research & Social Science•2022

  • Fracking Twitter

    Open Access•Angela Pattison, William Cipolli et al.•Politics & Policy•2023

  • A semi-automated approach to policy-relevant evidence synthesis

    Open Access•Rory Hooper, Namrata Goyal et al.•Policy Sciences•2024

  • Scaling Up With Integrity

    Open Access•Kylie L Anglin, Ariell Rose Bertrand et al.•Policy Studies Journal•2025

  • Stakeholder theory in the public sector domain

    Open Access•Greici Sarturi, Simone R Barakat et al.•Review of Policy Research•2025

  • The transformative power of technological change for public policy

    Open Access•Nils C Bandelow, Johanna Hornung et al.•Review of Policy Research•2021

  • Human Decisions and Machine Predictions

    Jon Kleinberg, Himabindu Lakkaraju et al.•The Quarterly Journal of Economics•2018

  • Machine learning

    Open Access•M I Jordan, T M Mitchell•Science•2015

  • Statistical Modeling

    Leo Breiman•Statistical Science•2001

  • Introduction—Platforms and Infrastructures in the Digital Age

    Pamela Constantinides, Ola Henfridsson et al.•Information Systems Research•2018

  • Privacy and human behavior in the age of information

    Open Access•Alessandro Acquisti, Laura Brandimarte et al.•Science•2015

  • A correlated topic model of Science

    David M Blei, John D Lafferty•The Annals of Applied Statistics•2007

  • Bibliometrix

    Open Access•Massimo Aria, Corrado Cuccurullo•Journal of Informetrics•2017

  • Probabilistic topic models

    Open Access•David M Blei•Communications of the ACM•2012

  • How do academic topics shift across altmetric sources? A case study of the research area of Big Data

    Open Access•Xiaozan Lyu, Rodrigo Costas Comesana•Scientometrics•2020

  • Big data

    Katharine Armstrong, Katharine Fairlie Armstrong•Information Communication & Society•2014

  • Big data and human geography

    Open Access•Rob Kitchin•Dialogues in Human Geography•2013

  • Responses to mass shooting events

    Open Access•Arie Croitoru, Sara Kien et al.•Criminology & Public Policy•2020

  • Statistical Procedures for Forecasting Criminal Behavior

    Open Access•Richard A Berk, Justin Bleich•Criminology & Public Policy•2013

  • Profiling foreign policy leaders in their own language

    Open Access•Christian Rabini, Klaus Brummer et al.•The British Journal of Politics…•2020

  • Access and egress times to high-speed rail stations

    Open Access•Amparo Moyano, Borja Moya‐Gómez et al.•Journal of Transport Geography•2018

  • Will Algorithms Blind People? The Effect of Explainable AI and Decision-Makers’ Experience on AI-supported Decision-Making in Government

    Open Access•Marijn Janssen, M H den Hartog et al.•Social Science Computer Review•2020

  • Learning and Evaluation of Dialogue Strategies for New Applications

    Open Access•Verena Rieser, Oliver Lemon•Computational Linguistics•2011

  • Data protection legislation

    Open Access•B van Loenen, Stefan Kulk et al.•Government Information Quarterly•2016

  • Indigenous Data Sovereignty

    Open Access•Tennille Larzelere Marley•American Behavioral Scientist•2018

  • Digital divide and beyond

    Open Access•Hannu Nieminen•European Journal of Communication•2016

  • Smart City appropriation by local actors

    Open Access•Jonathan Desdemoustier, Nathalie Crutzen et al.•Cities•2019

  • Social big data informs spatially explicit management options for national parks with high tourism pressures

    Open Access•Joungyoon Chun, Choong-Ki Kim et al.•Tourism Management•2020

  • Navigating uncharted waters

    Beverley A Townsend, Beverley Townsend et al.•South African Journal on Human…•2019

  • Fit for purpose? The GDPR and the governance of European digital health

    Luisa Marelli, Elisa Lievevrouw et al.•Policy Studies•2020

  • The ideological alignment of smart urbanism in Singapore

    Open Access•L Kong, Orlando Woods•Urban Studies•2018

  • The emerging conception of the policy sciences

    Open Access•Harold D Lasswell•Policy Sciences•1970

  • Public policy schools in the global south

    Open Access•Ola G El‐taliawi, Sreeja Nair et al.•Policy Sciences•2021

  • The vestiges and vanguards of policy design in a digital context

    Open Access•Amanda Clarke, Jonathan Craft•Canadian Public Administration•2017

  • Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach

    Open Access•Derek Greene, James P Cro et al.•Political Analysis•2017

  • Complexity Theory in Political Science and Public Policy

    Open Access•Paul Cairney•Political Studies Review•2012

  • From Government to Governance? A Comparison of Environmental Governing in Swedish Forestry and Transport

    Open Access•Erik Hysing•Governance•2009

  • Making Austerity Popular

    Open Access•Lucy Barnes, Timothy Hicks•American Journal of Political…•2018

  • Critical Questions for Big Data

    Drick Boyd, Danah Boyd et al.•Information Communication & Society•2012

Citas por año2,4
Intervalo de citas2021 - 2026 (6)
Altamente citadoNo

Herramientas

Abrir DOIOpen Access
Ethnos_APP • Proyecto Open Source • Licencia MIT • Frontend v2.0.0 • Privacidad y Cookies • Documentación de la API: api.ethnos.app/docs • Código de la API: GitHub • DOI: 10.5281/zenodo.17049435 • Código del Frontend: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae