Projects

Research Projects

Current, upcoming, and completed SADL research and data initiatives.

Active Research

Current Projects

Ongoing research projects and data initiatives.

Network diagram linking countries to the values they invoke in UN climate conference high-level speeches

Figure (cropped): Almquist, Bagozzi, Blinova & Brown (2026), Network Science 14:e7, Fig. 2(c), CC BY 4.0

Environmental Politics

UNFCCC Climate Negotiation Networks

Current

Research on participation, organizational diversity, value networks, and negotiation dynamics across more than 30 years of international climate change talks.

Related publications

In Search of Common Ground: Exploring Value Networks at the UNFCCC Climate Change Talks; Dynamic Networks of Negotiation for International Climate Change Cooperation

Dispersion profile from the underdisp R package: conditional variance-to-mean ratios below one, with fitted underdispersed count models

Figure: underdisp package documentation (Bagozzi 2026)

Computational Methods

Methods and Software for Imperfect Political Data

Current

Statistical models for political outcomes that are inflated, underdispersed, misclassified, or underreported, released as open-source R packages (underdisp and iop) so that researchers can apply them directly.

Related publications

Modeling Two Types of Peace: The Zero-Inflated Ordered Probit (ZiOP) Model in Conflict Research; Top-Category Inflation in Ordered International Relations Outcomes; A Bayesian Split Population Survival Model for Duration Data with Misclassified Failure Events; The Prevalence and Severity of Underreporting Bias in Machine and Human Coded Data

Typewritten participant list from the second CITES Conference of the Parties (1979)

Figure: Blinova, Emuru, Emuru & Bagozzi (2026), Scientific Data 13:493, Fig. 1, CC BY-NC-ND 4.0

Environmental Politics

CITES Conference Attendance Data

Current

Geo-located attendance data and research on participation in Convention on International Trade in Endangered Species conferences of the parties.

Related publications

Geo-Located Attendance Data for CITES Conferences of the Parties

Flowchart of the article transformation pipeline: original news articles are converted by LLMs into four experimental conditions varying by sentiment (neutral vs. extreme) and framing (balanced vs. one-sided), then validated, reviewed, and inserted into the survey

Figure: Khatiwada, Pappu, Bagozzi & Mauriello (2026), CHI '26, CC BY 4.0

Misinformation & Media

Large Language Models and the Political Information Environment

Current

How large language models shape and evaluate political news: experiments on how readers respond to AI-rewritten news, audits of LLM evaluators that flag polarizing language, and large annotated datasets of election-period posts on X and Bluesky for harmful-content research.

Related publications

When AI Rewrites the News: How Sentiment, Framing, and LLM Disclosure Shape Perceptions; Severity-Dependent Bias in LLM Evaluators: A Span-Level Audit of Polarizing Language Detection in Everyday News

The Kremlin Senate building in Moscow

Photo: Bahnfrend / Wikimedia Commons, CC BY-SA 4.0

Computational Methods

Russian Domestic and Foreign Policy Speech Data

Current

Linked multi-modal data (texts, images, and captions) for studying Russian domestic and foreign policy speeches with computational methods.

Logo of Democratizing Access to Research Software Engineering (DARSE) at the University of Delaware

Logo: DARSE, University of Delaware

Computational Methods

SCIPE: Building a Computational and Data-Intensive Research Workforce

Current

NSF SCIPE initiative (2024-2029; PI: Sunita Chandrasekaran; co-PI: Benjamin E. Bagozzi) to build a computational and data-intensive research workforce across social science and STEM disciplines in the Mid-Atlantic region.

NSF OAC-2417814 - $4,679,886

Heat map of radical environmental and animal-liberation direct-action events across North America

Figure: Almquist, Bagozzi & Blinova (2025), Data in Brief 60:111543, Fig. 6, CC BY 4.0

Environmental Politics

Radical Environmental Direct-Action Event Database

Current

Historical spatio-temporal dataset of North American radical environmental direct-action events, capturing protest tactics, targets, and geographic distribution over time.

Excerpt of a UN climate conference participant list, with delegation, name, title, and affiliation fields color-coded by the lab's classifier

Figure: Blinova, Emuru & Bagozzi (2024), Scientific Data 11:1134, Fig. 7, CC BY-NC-ND 4.0

Environmental Politics

International Climate Change Talks Attendance Database

Current

Over 30 years of individual-level attendance data for international climate change negotiations (UNFCCC COPs), enabling analysis of delegation composition and participation patterns.

Monthly topic prevalence in an Iranian state-linked manipulated-media campaign, 2020

Figure: Bagozzi, Balasubramanian, Goel & Parker (2025), Data & Policy 7:e19, Fig. 4, CC BY 4.0

Misinformation & Media

Social Media Misinformation Detection

Current

Framework for enhancing social media misinformation detection using topical-tactics analysis, with applications to state-linked manipulated media including Iranian COVID-19 disinformation.

Maps of Mexican states showing the share of public information requests on four topics

Figure: Berliner, Bagozzi & Palmer-Rubin (2018), World Development 109:222-235 (accepted manuscript, LSE Research Online), Fig. 4, CC BY-NC-ND 4.0

Transparency & Open Government

Freedom of Information & Government Responsiveness

Current

Multi-country study of government disclosure patterns, citizen information requests, and bureaucratic responsiveness, using over one million public information requests from Mexico and other contexts.

Past Work

Completed Projects

Map of U.S. television markets with local stations that duplicate news content

Map: David Racca (CADSR, UD), in Yanich & Bagozzi (2025), "Reusing the News: Duplicating Local TV Content," Fig. 10, CC BY-NC-ND 4.0

Misinformation & Media

Local Television News Consolidation and Content Reuse

Completed

Large-scale research measuring local broadcast news delocalization, television-station consolidation, and duplicated local content.

Knight Foundation · 2021-2023

Related publications

Reusing the News: Duplicating Local TV Content; Duplicating the News: Local TV News & Text Reuse

POLECAT daily global event counts beside a map of geolocated Russia-to-Ukraine material-conflict events

Figure (adapted): Halterman, Bagozzi, Beger, Schrodt & Scarborough (2023), "PLOVER and POLECAT," SocArXiv rm5dw, Figs. 1(b) and 2(e), CC BY 4.0; panels combined

Political Violence & Human Rights

POLECAT Political Event Data

Completed

Modernized weekly political event data supporting computational social science research on conflict and political behavior.

PLOVER ontology initially supported in part by NSF SBE-SMA-1539302. This research was sponsored by the U.S. Government. The views expressed in this paper are the author’s alone and do not represent the views of the U.S. Government.

World heat map of average material-conflict event counts, 2003 to 2013

Figure: Mukherjee, Bagozzi & Chatterjee (2023), Environmetrics 34(2):e2778, Fig. 3, CC BY-NC-ND

Computational Methods

Spatio-Temporal Threat Detection

Completed

Collaborative research on multivariate quantiles for rapid spatio-temporal threat detection.

National Science Foundation DMS-1737865

Reference

Research Themes

Environmental Politics

Data-driven work on environmental movements, climate negotiations, climate shocks, and environmental governance.

Misinformation & Media

Computational analysis of manipulated media, misinformation tactics, political communication, and online information systems.

Transparency & Open Government

Research on public accountability, access-to-information requests, government disclosure, and bureaucratic responsiveness.

Political Violence & Human Rights

Studies of conflict, repression, human rights monitoring, food insecurity, and violence against civilians.

Computational Methods

Computational social science methods for political data, including text-as-data, event data, and statistical modeling.