Communication Methods and Measures

Papers
(The TQCC of Communication Methods and Measures 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 2020-11-01 to 2024-11-01.)
ArticleCitations
The Validity of Sentiment Analysis: Comparing Manual Annotation, Crowd-Coding, Dictionary Approaches, and Machine Learning Algorithms163
Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda63
Latent Semantic Scaling: A Semisupervised Text Analysis Technique for New Domains and Languages51
Development and Validation of an Algorithm Literacy Scale for Internet Users49
Automated Tracking Approaches for Studying Online Media Use: A Critical Review and Recommendations37
Digital Trace Data Collection for Social Media Effects Research: APIs, Data Donation, and (Screen) Tracking26
Promises and Pitfalls of Social Media Data Donations23
Associations between Self-Reports and Device-Reports of Social Networking Site Use: An Application of the Truth and Bias Model23
Building the Bridge: Topic Modeling for Comparative Research16
Machine Translation Vs. Multilingual Dictionaries Assessing Two Strategies for the Topic Modeling of Multilingual Text Collections16
Comparing Manual and Automated Coding Methods of Nonverbal Synchrony14
What We Can Do and Cannot Do with Topic Modeling: A Systematic Review10
Expert-Informed Topic Models for Document Set Discovery10
Comparing Chatbots and Online Surveys for (Longitudinal) Data Collection: An Investigation of Response Characteristics, Data Quality, and User Evaluation8
Conceptualizing and Examining Change in Communication Research8
Worlds of Agents: Prospects of Agent-Based Modeling for Communication Research8
Conceptualizing and Measuring Communication Interdependence: The Technology and Face-to-Face Integration Scale8
Enhancing Theory-Informed Dictionary Approaches with “Glass-box” Machine Learning: The Case of Integrative Complexity in Social Media Comments6
A Dynamic Dyadic Systems Perspective on Interpersonal Conversation6
Leveraging Data Donations for Communication Research: Exploring Drivers Behind the Willingness to Donate6
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