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Journal Article

Government Data Does Not Mean Data Governance: Lessons Learned from a Public Sector Application Audit

Nik Thompson Ravi Ravindran Salvatore Nicosia

Privacy and Open Government

Teresa Scassa

Category Open Data
Methodology Conceptual Framework
Objective Legitimacy Privacy

Credit Scoring and Trade Secrecy: An Algorithmic Quagmire or How the Lack of Transparency in Complex Financial Models Scuttled the Finance Market

Brenda Reddix-Smalls

Methodology Conceptual Framework
Objective Legitimacy

The challenges and limits of big data algorithms in technocratic governance

Jeannine E. Relly Carol B. Schwalbe

Methodology Conceptual Framework
Objective Effectiveness

On the barriers for local government releasing open data

Peter Conradie Sunil Choenni

Category Open Data
Objective Access Effectiveness

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Crowdsourcing roles, methods and tools for data-intensive disaster management

Marta Poblet Esteban García-Cuesta Pompeu Casanovas

Objective Participation

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A Decision Model for Data Sharing

Methodology Conceptual Framework

The Challenges and Limits of Big Data Algorithms in Technocratic Governance

Marijn Janssen George Kuk

Methodology Conceptual Framework
Objective Legitimacy

‘You have to raise a fist!’: seeing and speaking to the state in South Africa

Elizabeth Mills

Category Open Data
Methodology Case Studies

Modernizing Government's Approach to Transportation and Land Use Data: Challenges and Opportunities

Adie Tomer Ranjitha Shivaram

Objective Effectiveness

Crowdsourcing biomedical research: leveraging communities as innovation engines

Julio Saez-Rodriguez James C. Costello Stephen H. Friend Michael R. Kellen Lara Mangravite Pablo Meyer Thea Norman Gustavo Stolovitzky

Objective Effectiveness

May be available at

Privacy as a Public Good

Joshua A. T. Fairfield Christoph Engel

Category Data Analysis
Methodology User Studies
Objective Legitimacy Privacy

The right of access to information: exploring gender inequities

Laura Neuman

Evaluating Second Generation Open Government Data Infrastructures Using Value Models

Yannis Charalabidis Euripides Loukis Charalampos Alexopoulos

Category Open Data
Methodology Conceptual Framework

Competition-Based Innovation: The Case of the X Prize Foundation

Mokter Hossain Ilkka Kauranen

Methodology Case Studies

Does Twitter Increase Perceived Police Legitimacy?

Stephan G. Grimmelikhuijsen Albert J. Meijer

Methodology Statistical Modeling

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The openness buzz in the knowledge economy: Towards taxonomy

Anna Lundgren

Category Open Data

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Policy modeling to support administrative decisionmaking on the New York state HIV testing law.

Martin E. G. MacDonald R. H. Smith L. C. Gordon D. E. Tesoriero J. M. Laufer F. N. O’Connell D. A

Category Big Data Open Data

May be available at

A promising phenomenon of open data: A case study of the Chicago open data project

Maxat Kassen

Category Open Data
Objective Participation

Incorporating Reality into Social Choice

Ehud Shapiro Nimrod Talmon

Objective Participation

Citizen Involvment in Local Environmental Governance: A Methodology Combining Human-Centered Design and Living Lab Approaches

Sandrine Reiter Guillaume Gronier Philippe Valoggia

Methodology Design Science
Objective Participation

The well-informed city: A decentralized, bottom-up model for a smart city service using information and self-organization

Eyal Feder-Levy Efrat Blumenfeld-Liebertal Juval Portugali

Objective Effectiveness Access

May be available at

Big and Open Linked Data (BOLD) in government: A challenge to transparency and privacy?

Marijn Janssen Jeroen van den Hoven

Methodology Conceptual Framework
Objective Legitimacy Privacy

May be available at

Crowdsourcing civility: A natural experiment examining the effects of distributed moderation in online forums

Cliff Lampe Paul Zube Jusil Lee Chul Hyun Park Erik Johnston

Objective Participation

MOOCs and Crowdsourcing: Massive Courses and Massive Resources

John Prpić James Melton Araz Taeihagh Terry Anderson

Methodology Conceptual Framework

Google DeepMind and healthcare in an age of algorithms

Julia Powles Hal Hodson

Methodology Case Studies

Group Privacy in Times of Big Data. A Literature Review

Paula Helm

Objective Privacy

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Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

Edward Glaeserrew Hillis Scott Duke Kominers Michael Luca

Objective Effectiveness

Surveying the citizen science landscape

Andrea Wiggins Kevin Crowston

Methodology Survey
Objective Participation

Five design principles for crowdsourced policymaking: Assessing the case of crowdsourced off-road traffic law in Finland

Tanja Aitamurto Hélène Landemore

Big Data for Public Policy: The Quadruple Helix

Julia Lane

Methodology Conceptual Framework

Inclusive Constitution-Making: The Icelandic Experiment

Hélène Landemore

May be available at

Crowdsourcing: A Survey of Applications

Jayshri Namdeorao Ganthade Sunil R. Gupta

Methodology Conceptual Framework
Objective Effectiveness

May be available at

Why women participate less in civic activity: Evidence from Mali

Jessica Gottlieb

Methodology Case Studies
Objective Participation

A Platform for Closing the Open Data Feedback Loop based on Web 2.0 functionality

Euripidis Loukis

Category Open Data
Objective Access Effectiveness

The dark side of digital politics: understanding the algorithmic manufacturing of consent and the hindering of online dissidence

Emiliano Treré

Methodology Case Studies

Democratic Rulemaking

John M. De Figueiredo Edward Stiglitz

Methodology Quantitative Analysis
Objective Participation

Open collaboration in the public sector: The case of social coding on GitHub

Ines Mergel

May be available at

Intermediation in Open Development: A Knowledge Stewardship Approach

Katherine M. A. Reilly Juan P. Alperin

Methodology Conceptual Framework
Objective Effectiveness

Citizen Science: The Law and Ethics of Public Access to Medical Big Data

Sharona Hoffman

Category Data Analysis
Methodology Comparative Analysis

Special issue on “the behavioural turn in public policy: new evidence from experiments”

Francesco Bogliacino Cristiano Codagnone Giuseppe A. Veltri

Methodology Conceptual Framework
Objective Effectiveness

A multi-source dataset of urban life in the city of Milan and the Province of Trentino

Gianni Barlacchi Maco De Nadai Roberto Larcher Antonio Casella Christiana Chitic Giovanni Torrisi Fabrizio Antonelli Alessandro Vespignani Alex Pentland Bruno Lepri

Objective Effectiveness

Towards Decision Support for Disclosing Data: Closed or Open Data?

Anneke Zuiderwijk Marijn Janssen

Category Open Data
Objective Legitimacy

May be available at

How Does Collaborative Governance Scale?

Chris Ansell Jacob Torfing

Methodology Case Studies
Objective Effectiveness

May be available at

Crowd Sourced Legislation and Politics: The Legitimacy of Constitutional Deliberation in Romania

Sergiu Gherghina Sergiu Miscoiu

Methodology Case Studies
Objective Legitimacy

Connecting Societal Issues, Users and Data: Scenario-Based Design of Open Data Platforms

Erna Ruijer Stephan Grimmelikhuijsen Michael Hogan Sem Enzerink Adegboyega Ojo Albert Meijer

Objective Effectiveness

When Talk Trumps Text:The Democratizing Effects of Deliberation during Constitution-Making, 1974-2011

Todd A. Eisenstadt A. Carl LeVan Tofigh Mabou

Methodology Quantitative Analysis

Collective Intelligence Meets Medical Decision-Making: The Collective Outperforms the Radiologist

Max Wolf Jens Krause Patricia A. Carneyy Bogart Ralf H. J. M. Kurvers

Objective Effectiveness

Big Data for Development: A Review of Promises and Challenges

Martin Hilbert

Methodology Conceptual Framework
Objective Effectiveness

Anonymization and Risk

Ira Rubinstein Woodrow Hartzog

Methodology Conceptual Framework

Open data and its usability: an empirical view from the Citizen’s perspective

Vishanth Weerakkody Zahir Irani Kawal Kapoor Uthayasankar Sivarajah Yogesh K. Dwivedi

Category Open Data
Objective Effectiveness

Open Source Governance—A More Ambitious Cousin of Collaborative Governance

Ani Mateia Sergiu Ioan Irimia

Methodology Conceptual Framework
Objective Effectiveness

May be available at

Crowdteaching: Supporting Teaching as Designing in Crowdsourcing Communities

Mimi Recker Min Yuan Lei Ye

Methodology Quantitative Analysis
Objective Participation

Designing Successful Participatory Platforms with a Public Intent: Lessons Learned from Practitioners, Scholars, and Citizen Participants.

Chase Treisman Tanya M. Kelley Erik W. Johnston

Methodology Conceptual Framework

Novel Online Approaches to Citizen Engagement

Rebecca Rumbul

Objective Effectiveness

May be available at

Push, Pull, and Spill: A Transdisciplinary Case Study in Municipal Open Government

Jan Whittington Ryan Calo Mike Simon Jesse Woo Meg Young Peter Schmiedeskamp

Methodology Case Studies
Objective Effectiveness

Viscous Open Data: The Roles of Intermediaries in an Open Data Ecosystem

François van Schalkwyk Michelle Willmers Maurice McNaughton

Category Open Data
Methodology Conceptual Framework
Objective Access

May be available at

Contests as Innovation Policy Instruments: Lessons from the US Federal Agencies' Experience

Isabelle Liotard Valerie Revest

Methodology Case Studies
Objective Effectiveness

Datafication and empowerment: How the open data movement re-articulates notions of democracy, participation, and journalism

Stefan Baack

Methodology Case Studies Survey

Is Transparency a Recipe for Innovation?

Bastiaan Heemsbergen

Methodology Conceptual Framework

Humanitarian technology: a critical research agenda

Kristin Bergtora Sandvik Maria Gabrielsen Jumbert John Karlsrud Mareile Kaufmann

Methodology Conceptual Framework

May be available at

Crowdsourcing Biomedial Research: Leveraging Communities as Innovation Engines

Julio Saez-Rodriguez James C. Costello Stephen H. Friend Michael R. Kellen Lara Mangravite Pablo Meyer Thea Norman Gustavo Stolovitsky

Objective Effectiveness

May be available at

Evaluating E-Rulemaking: Public Participation and Political Institutions

Stuart M. Benjamin

Methodology Case Studies

True Collective Intelligence? A Sketch of a Possible New Field

Geoff Mulgan

Methodology Conceptual Framework

May be available at

Sustainable Business Models for Public Sector Open Data Providers

Federika Welle Donker Bastiaan van Loenen

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness

Foundations of e-Democracy

Ehud Shapiro

Methodology Conceptual Framework
Objective Participation

Job Creation and Firm-Specific Location Incentives

Nathan M. Jensen

Objective Effectiveness

May be available at

Who you are/where you live: do neighbourhood characteristics explain co-production?

Peter Thijssen Wouter Van Dooren

Methodology Quantitative Analysis
Objective Participation

May be available at

The Law and Big Data

Teppo Felin Caryn Devins Stuart Kauffman Roger Koppl

Methodology Qualitative Analysis

May be available at

The Perils of Experimentation

Michael A. Livermore

Objective Effectiveness

Hacking the streets: 'Smart' writing in the smart city

Spencer Jordan

GitHub use in public administration in Canada: Early experience with a new open collaboration tool

Justin Longo Tanya M. Kelley

May be available at

Disclosing or obscuring? The politics of transparency in global climate governance

Aarti Gupta Michael Mason

Methodology Conceptual Framework
Objective Legitimacy

May be available at

Working with the Grain: How Amenable to Digital Transformation Are the Monitoring and Repair of Rural Water Points in Tanzania?

Kapongola Nganyanyuka Javier Martinez Juma Lungo Jeroen Verplanke Yola Georgiadou

Objective Effectiveness

Embracing Digital Democracy: A Call for Building an Online Civic Commons

John Gastil Robert C. Richards Jr.

Governments and Citizens Getting to Know Each Other? Open, Closed, and Big Data in Public Management Reform

Methodology Survey

May be available at

Innovations in Federal Statistics: Combining Data Sources While Protecting Privacy

Methodology Conceptual Framework
Objective Effectiveness

May be available at

Internet Voting for Expatriates: The Swiss Case

Micha Germann Uwe Serdült

Category Civic Technology
Methodology Case Studies
Objective Participation

Police.uk and Data.police.uk: Developing Open Crime and Justice Data for the UK

Amanda M Smith Tom Heath

Category Open Data
Methodology Case Studies
Objective Legitimacy

Governance Infrastructures in 2020

Erik Johnston

Category Data Governance
Methodology Conceptual Framework

May be available at

Fine-Grained Dengue Forecasting Using Telephone Triage Services

Nabeel Abdur Rehman Shankar Kalyanaraman Talal Ahmad Fahad Pervaiz Umar Saif Lakshminarayanan Subramanian

Objective Effectiveness

Shaping the Web: Why the Politics of Search Engines Matters

Lucas D. Introna Helen Nissenbaum

Objective Legitimacy

Open Data as Universal Service. New perspectives in the Information Profession

L. Fernando Ramos Simón Rosario Arquero Avilés Iuliana Botezan Félix del Valle Gastaminza Silvia Cobo Serrano

Category Open Data
Methodology Conceptual Framework
Objective Access

Improving Crowdsourcing and Citizen Science as a Policy Mechanism for NA

Brittany Balcom

Methodology Quantitative Analysis
Objective Participation

Beyond the Quantified Self: Thematic exploration of a dataistic paradigm

Minna Ruckenstein Mika Pantzar

Category Small Data
Methodology Conceptual Framework

May be available at

Rethinking big data in digital humanitarianism: practices, epistemologies, and social relations

Ryan Burns

Methodology Conceptual Framework
Objective Effectiveness

May be available at

Why a Nudge is Not Enough: A social identity critique of governanceby stealth

Frank Mols S. Alexander Haslam Jolanda Jetten Niklas K. Steffens

Methodology Conceptual Framework
Objective Effectiveness

May be available at

A Systematic Review of Online Deliberation Research

Dennis Friess Christiane Eilders

Methodology Conceptual Framework
Objective Participation

May be available at

Inside the Digital Revolution

Heather Brooke

May be available at

The Smart City and its Citizens: Governance and Citizen Participation in Amsterdam Smart City

Carlo Francesco Capra

May be available at

Forecasting Domestic Violence: A Machine Learning Approach to Help Inform Arraignment Decisions

Richard A. Berk Susan B. Sorenson Geoffrey Barnes

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness

Social media and citizen engagement: A meta-analytic review

Marko M. Skoric Qinfeng Zhu Debbie Goh Natalie Pang

Objective Participation

May be available at

Does Crowdsourcing Legislation Increase Political Legitimacy? The Case of Avoin Ministeri in Finland

Henrik Serup Christensen Maija Karjalainen Laura Nurminen

Methodology Survey

Open Data for Social Change and Sustainable Development

Raed M Sharif François van Schalkwyk

Category Open Data

Online Participation in Higher Education Decision-making

Samuel Bohman Henrik Hansson Pooyeh Mobini

Methodology Case Studies Survey

Five Things We Learned From Our Survey on Government Innovations and the Hype Cycle

Danny Buerkli Farva Kaukab

Methodology Survey
Objective Effectiveness

Will Organization Design Be Affected By Big Data?

Giles Slinger Rupert Morrison

Category Data Analysis
Methodology Conceptual Framework
Objective Effectiveness

Crowdsourcing medical expertise in near real time

Max H. Sims Jeffrey Bigham Henry Kautz Marc W. Halterman

Methodology Case Studies

May be available at

Using Behavioral Science to Combat Climate Change

Cass Sunstein Lucia Reisch

Objective Effectiveness

Removing barriers for citizen participation to urban innovation

Annika Wolff Daniel Gooch Umar Mir Jose Cavero Gerd Kortuem

Category Open Data
Methodology Case Studies

Sentencing Transparency in the Information Age

Katja Franko Aas

Objective Legitimacy

Civic Tech for Urban Collaborative Governance

Hollie Russon Gilman

Category Civic Technology

Global Governance and ICTs: Exploring Online Governance Networks around Gender and Media

Claudia Padovani Elena Pavan

Methodology Case Studies
Objective Legitimacy

May be available at

Seeing without Knowing: Limitations of the Transparency Ideal and Its Application to Algorithmic Accountability

Methodology Conceptual Framework
Objective Legitimacy

Data democracy increased supply of geospatial information and expanded participatory processes in the production of data

Max Craglia Lea Shanley

Notes on the creation and impacts of Brazil’s Internet Bill of Rights

Ronaldo Lemos Carlos Affonso Souza Fabro Steibel

Methodology Case Studies
Objective Participation

May be available at

Tweeting From Left to Right: Is Online Political Communication More Than an Echo Chamber?

Pablo Barberá John T. Jost Jonathan Nagler Joshua A. Tucker Richard Bonneau

Methodology Quantitative Analysis
Objective Effectiveness

May be available at

Crowdsourcing Global Governance: Sustainable Development Goals, Civil Society, and the Pursuit of Democratic Legitimacy

Joshua C. Gellers

Objective Effectiveness

SeeClickFix Empowers Citizens by Connecting Them to Their Local Governments

Ben Berkowitz Jean-Paul Gagnon

Category Civic Technology
Methodology Case Studies

May be available at

Our Path to Better Science in Less Time Using Open Data Science Tools

Julia S. Steward Lowndes Benjamin D. Best Courtney Scarborough Jamie C. Afflerbach Melanie R. Frazier Casey C. O'Hara Ning Jiang Benjamin S. Halpern

Category Open Data
Objective Effectiveness

Policy makers’ perceptions on the transformational effect of Web 2.0 technologies on public services delivery

Manuel Pedro Rodríguez Bolívar

Methodology Survey
Objective Effectiveness

May be available at

IT and Legislative Development

Peter Wahlgren

Methodology Conceptual Framework
Objective Effectiveness

We All Need Help: “Big Data” and the Mismeasure of Public Administration

Stéphane Lavertu

Methodology Conceptual Framework
Objective Effectiveness

Mining Administrative Data to Spur Urban Revitalization

Ben Green Alejandra Caro Matthew Conway Robert Manduca Tom Plagge Abby Miller

Category Data Analysis
Methodology Quantitative Analysis
Objective Effectiveness

May be available at

Opening Government: Designing Open Innovation Processes to Collaborate With External Problem Solvers

Ines Mergel

Methodology Quantitative Analysis

May be available at

Teaching Machines to Understand - And Summarize - Text

Karuna Pande Joshi Tim Fini

Methodology Design Science
Objective Effectiveness

Living labs: Implementing open innovation in the public sector

Mila Gascó

Objective Effectiveness

One way traffic: The open data initiative project and the need for an effective demand side initiative in Ghana

Frank L.K. Ohemeng Kwaku Ofosu-Adarkwa

Category Open Data
Methodology Case Studies

May be available at

Crowdsourcing and regulatory reviews: A new way of challenging red tape in British government?

Martin Lodge Kai Wegrich

Methodology Case Studies

Outcome-driven open innovation at NASA

Jennifer L. Gustetic Jason Crusan Steve Rader Sam Ortega

Methodology Case Studies
Objective Effectiveness

May be available at

Confronting the Hype: The Use of Crisis Mapping for Community Development

Ana Brandusescu Renée E. Sieber Sylvie Jochems

Objective Effectiveness

May be available at

A micro-democratic perspective on crowd-work

Karin Hansson

Methodology Conceptual Framework

Just Good Enough Data: Figuring Data Citizenships through Air Pollution Sensing and Data Stories

Jennifer Gabrys Helen Pritchard Benjamin Barratt

Objective Effectiveness

Fifty Shades of Manipulation

Cass R. Sunstein

Methodology Conceptual Framework

Community Digital Storytelling for Collective Intelligence: Towards a Storytelling Cycle of Trust

Sarah Copeland Aldo de Moor

Methodology Conceptual Framework

May be available at

Assessing Social Value in Open Data Initiatives: A Framework

Gianluigi Viscusi Marco Castelli Carlo Batini

Category Open Data
Methodology Conceptual Framework
Objective Access Effectiveness

The Small World Initiative: An Innovative Crowdsourcing Platform for Antibiotics

Ana Maria Barral Huda Makhluf Nichole A. Broderick Erika L. Kurt

Methodology Case Studies
Objective Effectiveness

May be available at

“Open” disclosure of innovations, incentives and follow-on reuse: Theory on processes of cumulative innovation and a field experiment in computational biology

Kevin J. Boudreaua Karim R. Lakhani

Methodology Quantitative Analysis
Objective Effectiveness

Benchmarking open government: An open data perspective

N. Veljković S. Bogdanović-Dinić L. Stoimenov

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness

May be available at

“This is what modern deregulation looks like” : co-optation and contestation in the shaping of the UK’s Open Government Data Initiative

Jo Bates

Category Open Data
Methodology Conceptual Framework

Governance by Algorithms: Reality Construction by Algorithmic Selection on the Internet

Natascha Just Michael Latzer

Methodology Conceptual Framework

Men and women of words: how words divide and connect the Bunge La Mwananchi movement in Kenya

David Calleb Otieno Nathaniel Kabala Patta Scott-Villiers Gacheke Gachihi Diana Muthoni Ndung’u

Methodology Case Studies

The power of crowds

Pietro Michelucci Janis L. Dickinson

Methodology Conceptual Framework

May be available at

The Problem of Citizens: E-Democracy for Actually Existing Democracy

Daniel Kreiss

Methodology Conceptual Framework

EU Citizenship: Twenty Years On

Patricia Mindus

Methodology Conceptual Framework
Objective Legitimacy

Opening access to administrative data for evaluating public servics: The case of the Justice Data Lab

Fergus Lyon Tracey Gyateng David Prtichard Prabhat Vaze Ian Vickers Nicola Webb

Category Open Data
Methodology Case Studies
Objective Outside Innovation

Budgetary participation and managerial performance: The impact of information and environmental volatility

Hasan Almasi Mohammad Reza Palizdar Hossein Parsian

Methodology Survey

An investigation of unpaid crowdsourcing

Ria Mae Borromeo Motomichi Toyama

Tracking Employment Shocks Using Mobile Phone Data

Jameson L. Toole Yu-Ru Lin Erich Muehlegger Daniel Shoag Marta C. Gonzalez David Lazer

Category Data Analysis
Objective Effectiveness

Does transparency matter? Evaluating the governance impacts of the Extractive Industries Transparency Initiative (EITI) in Azerbaijan and Liberia

Benjamin K. Sovacoola Nathan Andrews

Methodology Case Studies
Objective Legitimacy

A Taxonomy of Open Government Data Research Areas and Topics

Yannis Charalabidis Charalampos Alexopoulos Euripidis Loukis

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness

May be available at

Postal big data: Global flows as proxy indicators for national wellbeing

Desislava Hristova Alex Rutherford Jose Anson Miguel Luengo-Oroz Cecilia Mascolo

Category Data Analysis
Objective Effectiveness

Nowcasting Disaster Damage

Yury Kryvasheyeu Haohui Chena Nick Obradovich Esteban Moroe Pascal Van Hentenryck James Fowler Manuel Cebrian

Category Data Analysis
Objective Effectiveness

Crowdsourcing: It Matters Who the Crowd Are

Alexis Comber Peter Mooney Ross S. Purves Duccio Rocchini Ariane Walz

Test it and they might come: improving the uptake of digital tools in transparency and accountability initiatives

Christopher Wilson Indra de Lanerolle

Methodology Case Studies

Smart cities: the state-of-the-art and governance challenge

Mark Deakin

Methodology Conceptual Framework

When does the state listen?

Miguel Loureiro Aalia Cassim Terence Darko Lucas Katera Nyambura Salome

Methodology Case Studies

Smart cities from scratch? a socio-technical perspective

Luís Carvalho

Category Data Analysis
Methodology Case Studies
Objective Effectiveness

May be available at

Effect of Government Data Openness on a Knowledge-based Economy

Jae-Nam Lee Juyeon Ham Byounggu Choi

Discovering the Appropriate Role of Serious Games in the Design of Open Governance Platforms

Tanya M. Kelley Erik Johnston

May be available at

Entrepreneurial Administration

Phil Weiser

Methodology Conceptual Framework

May be available at

Participatory Environmental Valuation: A Comparative Analysis of Four Case Studies

Leslie Carnoye Rita Lopes

Methodology Case Studies

Civic political engagement and social change in the new digital age

Karolina Koc-Michalska Darren G Lilleker Thierry Vedel

Objective Effectiveness

May be available at