Sociological Methods & Research

Papers
(The TQCC of Sociological Methods & Research is 6. 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 2021-04-01 to 2025-04-01.)
ArticleCitations
Recurrent Multinomial Models for Categorical Sequences176
Improving Cross-Cultural Comparability of Measures on Gender and Age Stereotypes by Means of Piloting Methods93
A New Approach to Detecting Cheating in Sensitive Surveys: The Cheating Detection Triangular Model38
Sample Selection Matters: Moving Toward Empirically Sound Qualitative Research36
Understanding the “Grievance Studies Affair” Papers and Why They Should Be Reinstated: A Response to Geoff Cole34
Lagged Dependent Variable Predictors, Classical Measurement Error, and Path Dependency: The Conditions Under Which Various Estimators are Appropriate33
Linking Input Inequality and Outcome Inequality29
Sharing Big Video Data: Ethics, Methods, and Technology28
The Social Autopsy23
Evidence of Validity Does not Rule out Systematic Bias: A Commentary on Nomological Noise and Cross-Cultural Invariance20
A Tool Kit for Relation Induction in Text Analysis20
When Corporations Are People: Agent Talk and the Development of Organizational Actorhood, 1890–193419
Linear Probability Model Revisited: Why It Works and How It Should Be Specified18
Aligning Interviewing with Process Tracing14
Addressing Non-ignorable Panel Attrition Using External Population Data: Analysis of Demographic Events From Survey Data14
Causal Decomposition Analysis With Time-Varying Mediators: Designing Individualized Interventions to Reduce Social Disparities14
Video Data Analysis and Police Body-Worn Camera Footage11
A Primer on Deep Learning for Causal Inference11
Attendance, Completion, and Heterogeneous Returns to College: A Causal Mediation Approach11
Machine Learning as a Model for Cultural Learning: Teaching an Algorithm What it Means to be Fat11
Using Google Maps to Generate Organizational Sampling Frames11
The Potential for Using a Shortened Version of the Everyday Discrimination Scale in Population Research with Young Adults: A Construct Validation Investigation9
Dynamics of Health Expectancy: An Introduction to the Multiple Multistate Method (MMM)9
How Valid Are Trust Survey Measures? New Insights From Open-Ended Probing Data and Supervised Machine Learning9
Elucidating the Social – Developing Social Process Tracing as an Integrative Framework8
From Strange to Normal: Computational Approaches to Examining Immigrant Incorporation Through Shifts in the Mainstream8
Multiple imputation of partially observed covariates in discrete-time survival analysis8
Path Analysis for Binary Random Variables8
Method Bias Mechanisms and Procedural Remedies8
Estimating Causal Effects of Multi-Valued Treatments Accounting for Network Interference: Immigration Policies and Crime Rates8
The Design and Optimality of Survey Counts: A Unified Framework Via the Fisher Information Maximizer8
A Theory of Higher Order Interactions Between Sensitive Variables: Empirical Evidences and an Application to a Variety of Smoking7
A Generalized Ordered Logit Model to Accommodate Multiple Rating Scales7
Measuring the Nature of Individual Sequences6
Handle with Care: A Sociologist’s Guide to Causal Inference with Instrumental Variables6
Bounding Causes of Effects With Mediators6
Locating Cultural Holes Brokers in Diffusion Dynamics Across Bright Symbolic Boundaries6
Surprising Causes: Propensity-adjusted Treatment Scores for Multimethod Case Selection6
Longitudinal QCA: Integrating Time Through Change-Based Intervals (CBIs) and a Flexible Lag Condition (FLC)6
The Additional Effects of Adaptive Survey Design Beyond Post-Survey Adjustment: An Experimental Evaluation6
Age, Period, and Cohort Analysis With Bounding and Interactions6
Estimation and sensitivity analysis for causal decomposition in health disparity research6
Exploring and Correcting the Bias in the Estimation of the Gini Measure of Inequality6
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