OOIR: Observatory of International Research

Papers

(The median citation count of Political Analysis is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Creating and Comparing Dictionary, Word Embedding, and Transformer-Based Models to Measure Discrete Emotions in German Political Text	478
Accessibility and Equity in the Research Process: Gender Bias in Elite Interview Recruitment	121
Measuring Distances in High Dimensional Spaces	107
Bayesian Sensitivity Analysis for Unmeasured Confounding in Causal Panel Data Models	86
Integrating Data Across Misaligned Spatial Units	69
Parameterizing Spatial Weight Matrices in Spatial Econometric Models	68
When Correlation Is Not Enough: Validating Populism Scores from Supervised Machine-Learning Models	38
Measuring Closeness in Proportional Representation Systems	30
Synthetically generated text for supervised text analysis	26
Ends Against the Middle: Measuring Latent Traits when Opposites Respond the Same Way for Antithetical Reasons	26
A Statistical Model of Bipartite Networks: Application to Cosponsorship in the United States Senate	25
Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI	24
Relatio: Text Semantics Capture Political and Economic Narratives – ERRATUM	23
A Nonparametric Bayesian Model for Detecting Differential Item Functioning: An Application to Political Representation in the US	21
Detecting and Correcting for Separation in Strategic Choice Models	18
On Finetuning Large Language Models	16
PAN volume 30 issue 4 Cover and Back matter	16
Validating the Applicability of Bayesian Inference with Surname and Geocoding to Congressional Redistricting	14
Refining Gamson: The Isometric Log-Ratio Transformation and Portfolio Proportionality in Multiparty Governments	13
Contagion, Confounding, and Causality: Confronting the Three C’s of Observational Political Networks Research	11
Generative AI and Topological Data Analysis of Longitudinal Panel Data	11
Estimating the Local Average Treatment Effect Without the Exclusion Restriction	11
Selecting More Informative Training Sets with Fewer Observations	10
How Much Should We Trust Instrumental Variable Estimates in Political Science? Practical Advice Based on 67 Replicated Studies	10
A Framework for the Unsupervised and Semi-Supervised Analysis of Visual Frames	10

Hierarchically Regularized Entropy Balancing	9
Categorizing Topics Versus Inferring Attitudes: A Theory and Method for Analyzing Open-ended Survey Responses	9
A Dynamic Discrete Choice Approach to Attitude Stability and Constraint	9
Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict	8
Priming Bias Versus Post-Treatment Bias in Experimental Designs	8
Generalized Kernel Regularized Least Squares	8
Proportionally Less Difficult?: Reevaluating Keele’s “Proportionally Difficult”	8
Countering Non-Ignorable Nonresponse in Survey Models with Randomized Response Instruments and Doubly Robust Estimation	8
The Probability of Casting a Pivotal Vote in an Instant Runoff Voting Election	8
Exponential Random Graph Models for Dynamic Signed Networks: An Application to International Relations	8
Cross-Lingual Classification of Political Texts Using Multilingual Sentence Embeddings	7
Out of One, Many: Using Language Models to Simulate Human Samples	5
Analyzing Political Text at Scale with Online Tensor LDA	5
PAN volume 31 issue 3 Cover and Back matter	5
Multiple Hypothesis Testing in Conjoint Analysis	5
Ordered Beta Regression: A Parsimonious, Well-Fitting Model for Continuous Data with Lower and Upper Bounds	5
Measuring Media Criticism with ALC Word Embeddings	5
Accounting for Protest Voting in the U.S. Congress	5
When Can We Trust Regression Discontinuity Design Estimates from Close Elections? Evidence from Experimental Benchmarks	5
Positioning Political Texts with Large Language Models by Asking and Averaging - CORRIGENDUM	5
Attention and Political Choice: A Foundation for Eye Tracking in Political Science	5
Odd Profiles in Conjoint Experimental Designs: Effects on Survey-Taking Attention and Behavior	5
Synthetic Replacements for Human Survey Data? The Perils of Large Language Models	4
Recalibration of Predicted Probabilities Using the “Logit Shift”: Why Does It Work, and When Can It Be Expected to Work Well?	4
Explaining Recruitment to Extremism: A Bayesian Hierarchical Case–Control Approach	4
Nonrandom Tweet Mortality and Data Access Restrictions: Compromising the Replication of Sensitive Twitter Studies	4
Constructing Vec-tionaries to Extract Message Features from Texts: A Case Study of Moral Content - ERRATUM	4
PopBERT. Detecting Populism and Its Host Ideologies in the German Bundestag	4
Meaning Beyond Numbers: Introducing the Plot Staircase to Measure Graphical Preferences	4
An Expert-Sourced Measure of Judicial Ideology - ERRATUM	4
An Expert-Sourced Measure of Judicial Ideology	4
PAN volume 30 issue 3 Cover and Back matter	4
Survey Professionalism: New Evidence from Web Browsing Data – ERRATUM	4
Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis	4
Acquiescence Bias Inflates Estimates of Conspiratorial Beliefs and Political Misperceptions - CORRIGENDUM	4
A Multilevel Model for Coalition Governments: Uncovering Party-Level Dependencies Within and Between Governments	4
Automated Coding of Political Campaign Advertisement Videos: An Empirical Validation Study	3
Fixed Effects, Lagged Dependent Variables, and Bracketing: Cautionary Remarks	3
Seeing Like a District: Understanding What Close-Election Designs for Leader Characteristics Can and Cannot Tell Us	3
Correcting Nonignorable Nonresponse Bias in Turnout Estimation Using Callback Data	3
Nationally Representative, Locally Misaligned: The Biases of Generative Artificial Intelligence in Neighborhood Perception	3
Audit Experiments of Racial Discrimination and the Importance of Symmetry in Exposure to Cues	3
Bridging the Grade Gap: Reducing Assessment Bias in a Multi-Grader Class	3
Trading Liberties: Estimating COVID-19 Policy Preferences from Conjoint Data – CORRIGENDUM	3
From Faces to Politics: Vision-Language Models (Sometimes) Link Visual Demographic Characteristics to Ideological Labels	2
Improving Computer Vision Interpretability: Transparent Two-Level Classification for Complex Scenes	2
PAN volume 31 issue 1 Cover and Front matter	2
Analyzing Ballot Order Effects When Voters Rank Candidates	2
Trading Liberties: Estimating COVID-19 Policy Preferences from Conjoint Data	2
Codebook LLMs: Evaluating LLMs as Measurement Tools for Political Science Concepts	2

PAN volume 31 issue 4 Cover and Back matter	2
Probabilistic Record Linkage Using Pretrained Text Embeddings	2
The Ideologies of Organized Interests and Amicus Curiae Briefs: Large-Scale, Social Network Imputation of Ideal Points	2
What Would You Say? Estimating Causal Effects of Social Context on Political Expression	2
Extractive versus Generative Language Models for Political Conflict Text Classification	2