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Conceptual Framework

Open Data for Social Change and Sustainable Development

Raed M Sharif François van Schalkwyk

Category Open Data

Developing transparency through digital means? Examining institutional responses to civic technology in Latin America

Rebecca Rumbul

Category Civic Technology

Scientific crowdsourcing in wildlife research and conservation: Tigers (Panthera tigris) as a case study

Big data in the policy cycle: Policy decision making in the digital era

Johann Höchtl Peter Parycek Ralph Schöllhammer

Methodology Conceptual Framework
Objective Effectiveness

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

How Regular People Can Help Shape Science

David Lang

Methodology Conceptual Framework

Too Much Democracy in All the Wrong Places: Toward a Grammar of Participation

Christopher M. Kelty

Algorithmic Accountability: Journalistic Investigation of Computational Power Structures

Nicholas Diakopoulos

Objective Legitimacy

Geospatial big data and cartography: research challenges and opportunities for making maps that matter

Methodology Conceptual Framework
Objective

The challenges and limits of big data algorithms in technocratic governance

Jeannine E. Relly Carol B. Schwalbe

Methodology Conceptual Framework
Objective Effectiveness

A Framework for Analyzing Digital Volunteer Contributions in Emergent Crisis Response Efforts

Chul Hyun Park Erik W. Johnston

Making design safe for citizens: A hidden history of humanitarian experimentation

Katja Lindskov Jacobsen

Objective Legitimacy

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Civic Open Data at a Crossroads: Dominant Models and Current Challenges

Renee E. Sieber Peter A. Johnson

Category Open Data
Methodology Conceptual Framework
Objective Access Participation

Datafication and Democracy: Recalibrating Digital Information Systems to Address Societal Interests

Jonathan Gray

Methodology Conceptual Framework
Objective Effectiveness

‘Data.gov-in-a-box’: Delimiting transparency

Clare Birchall

Category Open Data
Methodology Conceptual Framework

Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

Edward Glaeserrew Hillis Scott Duke Kominers Michael Luca

Objective Effectiveness

A Taxonomy of Open Government Data Research Areas and Topics

Yannis Charalabidis Charalampos Alexopoulos Euripidis Loukis

Category Open Data
Methodology Conceptual Framework
Objective Effectiveness

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Entrepreneurial Administration

Phil Weiser

Methodology Conceptual Framework

May be available at

Group Privacy in Times of Big Data. A Literature Review

Paula Helm

Objective Privacy

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The Challenges and Limits of Big Data Algorithms in Technocratic Governance

Marijn Janssen George Kuk

Methodology Conceptual Framework
Objective Legitimacy

Innovations in Federal Statistics: Combining Data Sources While Protecting Privacy

Methodology Conceptual Framework
Objective Effectiveness

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Crowdsourcing: A Survey of Applications

Jayshri Namdeorao Ganthade Sunil R. Gupta

Methodology Conceptual Framework
Objective Effectiveness

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Embracing Crowdsourcing: A Strategy for State and Local Governments Approaching “Whole Community” Emergency Planning

Jesse A. Sievers

Methodology Conceptual Framework

May be available at

Smart cities: moving beyond urban cybernetics to tackle wicked problems

Robert Goodspeed

Objective Effectiveness

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Data protection in a big data society. Ideas for a future regulation

Alessandro Mantelero Giuseppe Vaciago

Methodology Conceptual Framework

May be available at

Effect of Government Data Openness on a Knowledge-based Economy

Jae-Nam Lee Juyeon Ham Byounggu Choi

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

Mark Deakin

Methodology Conceptual Framework

Why do humans reason? Arguments for an argumentative theory

Hugo Mercier Dan Sperber

Methodology Conceptual Framework
Objective Effectiveness

Collaborative Governance in Theory and Practice

Chris Ansell Alison Gash

Methodology Conceptual Framework

Open or Closed? Open Licensing of Real-Time Public Sector Transit Data

Teresa Scassa Alexandra Diebel

Towards a Transparency Ontology in the Context of Open Government

Rui Pedro Lourenço Susana Jorge Helena Rolas

Objective Transparency

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Citizen Scientist

Mary Ellen Hannibal

Category Citizen Science
Methodology Conceptual Framework
Objective Effectiveness
Type Book

May be available at

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

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

Methodology Conceptual Framework
Objective Legitimacy

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

Nik Thompson Ravi Ravindran Salvatore Nicosia

The Fundamentals of Policy Crowdsourcing

John Prpić Araz Taeihagh James Melton

Methodology Conceptual Framework

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

Crowdsourcing Privacy Policy Analysis: Potential, Challenges and Best Practices

Florian Schaub Travis D. Breaux Norman Sadeh

Methodology Conceptual Framework

May be available at

The ethical impact of data science

Luciano Floridi Mariarosaria Taddeo

Category Data Analysis
Objective

Fifty Shades of Manipulation

Cass R. Sunstein

Methodology Conceptual Framework

Big Data: Big Power Shifts?

Lena Ulbricht Maximilian von Grafenstein

Objective Effectiveness

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

Max Craglia Lea Shanley

Behavioral Insights and Public Policy Lessons from Around the World

May be available at

Privacy of Public Data

Kirsten E. Martin Helen Nissenbaum

Mapping collective behavior in the big-data era

Pantelis P. Analytis Mehdi Moussaïd Florian Artinger Juliane E Kämmer Gerd Gigerenzer

Methodology Conceptual Framework
Objective Effectiveness

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

Ryan Burns

Methodology Conceptual Framework
Objective Effectiveness

May be available at

MOOCs and Crowdsourcing: Massive Courses and Massive Resources

John Prpić James Melton Araz Taeihagh Terry Anderson

Methodology Conceptual Framework

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

Ethics for Big Data and Analytics

Daniel E. O'Leary

Category Big Data
Objective Legitimacy

May be available at

IT and Legislative Development

Peter Wahlgren

Methodology Conceptual Framework
Objective Effectiveness

A taxonomy of crowdsourcing based on task complexity

Robbie T. Nakatsu Elissa B. Grossman Charalambos L. lacovou

Methodology Conceptual Framework

May be available at

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

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

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

Sea Change in Open Science and Data Sharing Leadership by Industry

Krumholz HM Gross CP Blount KL Ritchie JD Hodshon B Lehman R Ross JS