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 2020-04-01 to 2024-04-01.)
ArticleCitations
The Validity of Sentiment Analysis: Comparing Manual Annotation, Crowd-Coding, Dictionary Approaches, and Machine Learning Algorithms132
Three Gaps in Computational Text Analysis Methods for Social Sciences: A Research Agenda47
Latent Semantic Scaling: A Semisupervised Text Analysis Technique for New Domains and Languages46
Automated Tracking Approaches for Studying Online Media Use: A Critical Review and Recommendations31
Development and Validation of an Algorithm Literacy Scale for Internet Users28
Hybrid Content Analysis: Toward a Strategy for the Theory-driven, Computer-assisted Classification of Large Text Corpora24
Mobile Devices as Tools for Media and Communication Research: A Scoping Review on Collecting Self-report Data in Repeated Measurement Designs23
A Comparison of Three Approaches for Measuring Negative Cognitions for Psychological Reactance22
Associations between Self-Reports and Device-Reports of Social Networking Site Use: An Application of the Truth and Bias Model18
Reproducible Extraction of Cross-lingual Topics (rectr)17
Digital Trace Data Collection for Social Media Effects Research: APIs, Data Donation, and (Screen) Tracking15
Automated Visual Content Analysis (AVCA) in Communication Research: A Protocol for Large Scale Image Classification with Pre-Trained Computer Vision Models14
Comparing Manual and Automated Coding Methods of Nonverbal Synchrony14
Promises and Pitfalls of Social Media Data Donations13
Machine Translation Vs. Multilingual Dictionaries Assessing Two Strategies for the Topic Modeling of Multilingual Text Collections13
Building the Bridge: Topic Modeling for Comparative Research11
From Filled to Empty Time Intervals: Quantifying Online Behaviors with Digital Traces10
Expert-Informed Topic Models for Document Set Discovery9
Conceptualizing and Measuring Communication Interdependence: The Technology and Face-to-Face Integration Scale8
Worlds of Agents: Prospects of Agent-Based Modeling for Communication Research6
Conceptualizing and Examining Change in Communication Research6
Co-Orientation of Media Use: Studying Selection and Influence Processes in Social Networks to Link Micro Behavior of TV and YouTube Use to Meso-Level Structures6
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