OOIR: Observatory of International Research

Papers

(The median citation count of Communication Methods and Measures 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 2020-11-01 to 2024-11-01.)

Article	Citations
The Validity of Sentiment Analysis: Comparing Manual Annotation, Crowd-Coding, Dictionary Approaches, and Machine Learning Algorithms	163
Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda	63
Latent Semantic Scaling: A Semisupervised Text Analysis Technique for New Domains and Languages	51
Development and Validation of an Algorithm Literacy Scale for Internet Users	49
Automated Tracking Approaches for Studying Online Media Use: A Critical Review and Recommendations	37
Digital Trace Data Collection for Social Media Effects Research: APIs, Data Donation, and (Screen) Tracking	26
Promises and Pitfalls of Social Media Data Donations	23
Associations between Self-Reports and Device-Reports of Social Networking Site Use: An Application of the Truth and Bias Model	23
Machine Translation Vs. Multilingual Dictionaries Assessing Two Strategies for the Topic Modeling of Multilingual Text Collections	16
Building the Bridge: Topic Modeling for Comparative Research	16
Comparing Manual and Automated Coding Methods of Nonverbal Synchrony	14
Expert-Informed Topic Models for Document Set Discovery	10
What We Can Do and Cannot Do with Topic Modeling: A Systematic Review	10
Conceptualizing and Measuring Communication Interdependence: The Technology and Face-to-Face Integration Scale	8
Comparing Chatbots and Online Surveys for (Longitudinal) Data Collection: An Investigation of Response Characteristics, Data Quality, and User Evaluation	8
Conceptualizing and Examining Change in Communication Research	8
Worlds of Agents: Prospects of Agent-Based Modeling for Communication Research	8
Leveraging Data Donations for Communication Research: Exploring Drivers Behind the Willingness to Donate	6
Enhancing Theory-Informed Dictionary Approaches with “Glass-box” Machine Learning: The Case of Integrative Complexity in Social Media Comments	6
A Dynamic Dyadic Systems Perspective on Interpersonal Conversation	6
Message Deletion on Telegram: Affected Data Types and Implications for Computational Analysis	5
Building an ICCN Multimodal Classifier of Aggressive Political Debate Style: Towards a Computational Understanding of Candidate Performance Over Time	4
Computer Vision and Internet Meme Genealogy: An Evaluation of Image Feature Matching as a Technique for Pattern Detection	4
Capturing a News Frame – Comparing Machine-Learning Approaches to Frame Analysis with Different Degrees of Supervision	4
A Practical Introduction to Network Neuroscience for Communication Researchers	4

Metrics of News Audience Polarization: Same or Different?	3
Inter-annotator Agreement Using the Conversation Analysis Modelling Schema, for Dialogue	3
Automated Visual Analysis for the Study of Social Media Effects: Opportunities, Approaches, and Challenges	3
Comparison Conditions in Research on Persuasive Message Effects: Aligning Evidence and Claims About Persuasiveness	3
Communication Quality Analysis: A User-friendly Observational Measure of Patient–Clinician Communication	3
Lifting the Veil on the Use of Big Data News Repositories: A Documentation and Critical Discussion of A Protest Event Analysis	3
Better Crowdcoding: Strategies for Promoting Accuracy in Crowdsourced Content Analysis	3
Misclassification in Automated Content Analysis Causes Bias in Regression. Can We Fix It? Yes We Can!	2
Training Versus Responsiveness in Supportive Interactions Employing Confederates: A Dynamic Dyadic Systems Approach	2
Investigating Opinions on Public Policies in Digital Media: Setting up a Supervised Machine Learning Tool for Stance Classification	2
Developing an Incivility Dictionary for German Online Discussions – a Semi-Automated Approach Combining Human and Artificial Knowledge	2
Assessing (In)accuracy and Biases in Self-reported Measures of Exposure to Disagreement: Evidence from Linkage Analysis Using Digital Trace Data	2
A Systematic Literature Review of Latent Variable Mixture Modeling in Communication Scholarship	2
The Implications of Communication Technologies for Supportive Conversations: A Dynamic Dyadic Systems Approach Examining Turn Transitions	2
Is Older Indeed Wiser? Identifying Conflict Communication Patterns in Older and Younger Dating Couples	2
A Quadrilogy for (Big) Data Reliabilities	2
Advancing Automated Content Analysis for a New Era of Media Effects Research: The Key Role of Transfer Learning	2
Linking event archives to news: a computational method for analyzing the gatekeeping process	2
Linkage Analysis Revised – Linking Digital Traces and Survey Data	2