OOIR: Observatory of International Research

Papers

(The TQCC of Political Analysis is 7. 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 2020-07-01 to 2024-07-01.)

Article	Citations
On the Use of Two-Way Fixed Effects Regression Models for Causal Inference with Panel Data	233
Does Conjoint Analysis Mitigate Social Desirability Bias?	73
Out of One, Many: Using Language Models to Simulate Human Samples	71
Achieving Statistical Significance with Control Variables and Without Transparency	68
Improving the External Validity of Conjoint Analysis: The Essential Role of Profile Distribution	51
Measuring the Rural Continuum in Political Science	35
Learning to See: Convolutional Neural Networks for the Analysis of Social Science Data	28
The MIDAS Touch: Accurate and Scalable Missing-Data Imputation with Deep Learning	27
A Bayesian Alternative to Synthetic Control for Comparative Case Studies	23
Reducing Model Misspecification and Bias in the Estimation of Interactions	23
Do Name-Based Treatments Violate Information Equivalence? Evidence from a Correspondence Audit Experiment	23
Accounting for Skewed or One-Sided Measurement Error in the Dependent Variable	23
Ordered Beta Regression: A Parsimonious, Well-Fitting Model for Continuous Data with Lower and Upper Bounds	21
The Multiclass Classification of Newspaper Articles with Machine Learning: The Hybrid Binary Snowball Approach	20
Topics, Concepts, and Measurement: A Crowdsourced Procedure for Validating Topics as Measures	20
Using Conjoint Experiments to Analyze Election Outcomes: The Essential Role of the Average Marginal Component Effect	18
Assessing Data Quality: An Approach and An Application	18
How Populist are Parties? Measuring Degrees of Populism in Party Manifestos Using Supervised Machine Learning	17
Gerrymandering and Compactness: Implementation Flexibility and Abuse	16
Cross-Domain Topic Classification for Political Texts	16
Understanding, Choosing, and Unifying Multilevel and Fixed Effect Approaches	15
Sentiment is Not Stance: Target-Aware Opinion Classification for Political Text Analysis	14
Identification of Preferences in Forced-Choice Conjoint Experiments: Reassessing the Quantity of Interest	13
Machine Learning Predictions as Regression Covariates	13
Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI	13

Generalized Full Matching	12
Optimizing the Measurement of Sexism in Political Surveys	12
Racing the Clock: Using Response Time as a Proxy for Attentiveness on Self-Administered Surveys	12
How Much Does the Cardinal Treatment of Ordinal Variables Matter? An Empirical Investigation	12
Using Motion Detection to Measure Social Polarization in the U.S. House of Representatives	12
Estimating and Using Individual Marginal Component Effects from Conjoint Experiments	11
Implementing Partisan Symmetry: Problems and Paradoxes	11
An Improved Method of Automated Nonparametric Content Analysis for Social Science	10
Equivalence Testing for Regression Discontinuity Designs	10
Spikes and Variance: Using Google Trends to Detect and Forecast Protests	10
Shadowing as a Tool for Studying Political Elites	10
Placebo Selection in Survey Experiments: An Agnostic Approach	9
Party Positions from Wikipedia Classifications of Party Ideology	9
Creating and Comparing Dictionary, Word Embedding, and Transformer-Based Models to Measure Discrete Emotions in German Political Text	9
A General Approach to Measuring Electoral Competitiveness for Parties and Governments	9
Generative Dynamics of Supreme Court Citations: Analysis with a New Statistical Network Model	9
Mapping Political Communities: A Statistical Analysis of Lobbying Networks in Legislative Politics	8
Eliciting Beliefs as Distributions in Online Surveys	8
A Bias-Corrected Estimator for the Crosswise Model with Inattentive Respondents	8
Combining Outcome-Based and Preference-Based Matching: A Constrained Priority Mechanism	7
The Misreporting Trade-Off Between List Experiments and Direct Questions in Practice: Partition Validation Evidence from Two Countries	7
Statistically Valid Inferences from Differentially Private Data Releases, with Application to the Facebook URLs Dataset	7
How to Get Better Survey Data More Efficiently	7