Communication Methods and Measures

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 2020-04-01 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
Comparing Manual and Automated Coding Methods of Nonverbal Synchrony14
Automated Visual Content Analysis (AVCA) in Communication Research: A Protocol for Large Scale Image Classification with Pre-Trained Computer Vision Models14
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
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
Worlds of Agents: Prospects of Agent-Based Modeling for Communication Research6
Conceptualizing and Examining Change in Communication Research6
What We Can Do and Cannot Do with Topic Modeling: A Systematic Review5
Diffusion in Information-Seeking Networks: Testing the Interaction of Network Hierarchy and Fluidity with Agent-Based Modeling5
Comparing Chatbots and Online Surveys for (Longitudinal) Data Collection: An Investigation of Response Characteristics, Data Quality, and User Evaluation5
Enhancing Theory-Informed Dictionary Approaches with “Glass-box” Machine Learning: The Case of Integrative Complexity in Social Media Comments5
A Dynamic Dyadic Systems Perspective on Interpersonal Conversation4
Fine-Grained Analysis of Diversity Levels in the News4
Leveraging Data Donations for Communication Research: Exploring Drivers Behind the Willingness to Donate4
Message Deletion on Telegram: Affected Data Types and Implications for Computational Analysis4
Building an ICCN Multimodal Classifier of Aggressive Political Debate Style: Towards a Computational Understanding of Candidate Performance Over Time3
Good Decisions or Bad Outcomes? A Model for Group Deliberation on Value-Laden Topics3
An Evolutionary Model of the Emergence of Meanings3
Better Crowdcoding: Strategies for Promoting Accuracy in Crowdsourced Content Analysis3
A Practical Introduction to Network Neuroscience for Communication Researchers3
Measuring Reciprocal Dynamics between Communication Processes and Effects in Distinct Growth Sequences3
Misclassification in Automated Content Analysis Causes Bias in Regression. Can We Fix It? Yes We Can!2
Investigating Opinions on Public Policies in Digital Media: Setting up a Supervised Machine Learning Tool for Stance Classification2
Assessing (In)accuracy and Biases in Self-reported Measures of Exposure to Disagreement: Evidence from Linkage Analysis Using Digital Trace Data2
Lifting the Veil on the Use of Big Data News Repositories: A Documentation and Critical Discussion of A Protest Event Analysis2
A Quadrilogy for (Big) Data Reliabilities2
Inter-annotator Agreement Using the Conversation Analysis Modelling Schema, for Dialogue2
Is Older Indeed Wiser? Identifying Conflict Communication Patterns in Older and Younger Dating Couples2
0.016381025314331