Handbook of Language Analysis in Psychology (Hardcover)

I. Introduction and Methods 1. Text Analysis for Psychology: Methods, Principles, and Practices, Brendan Kennedy, Ashwini Ashokkumar, Ryan L. Boyd, & Morteza Dehghani II. Dyadic Synchrony/Psychological Coordination in Conversations 2. Language Coordination in Writing and Conversation, Molly E. Ireland & Taleen Nalabandian 3. Language in Close Relationships, Andrea B. Horn & Tabea Meier 4. Harnessing a Language Analysis Perspective to Uncover Emergent Group Processes, Aime A. Kane & Lyn M. van Swol 5. Cooperation, Interaction, Search: Computational Approaches to the Psychology of Asking and Answering Questions, Christina M. Boyce-Jacino & Simon DeDeo III. Political Psychology 6. Language Analysis in Political Psychology, Kayla N. Jordan 7. Automated Integrative Complexity: Language Analysis Tools for Psychological Research, Shannon C. Houck, Lucian Gideon Conway, III, & Alivia Zubrod 8. Text as Data in Political Psychology, Martijn Schoonvelde, Christian Pipal, & Gijs Schumacher IV. Morality 9. Language Analysis in Moral Psychology, Mohammad Atari & Morteza Dehghani 10. Morality in Politics, Sze Yuh Nina Wang & Yoel Inbar 11. Morality in Language, Cristina Leone & Laura Niemi V. Deception/Lying 12. Motivation for Deception, Paul J. Taylor, Grace McKenzie, & Ben Marshall 13. Lies and Language: A Context-Contingent Approach to Verbal Cues of Deceit, David M. Markowitz & Jeffrey T. Hancock 14. Deception and Its Detection, Judee K. Burgoon, Norah E. Dunbar, & Lee A. Spitzley VI. Personality and Individual Differences 15. Investigating Individual Differences in Metaphor Use and Its Outcomes: Research Questions, Measurement, and Findings, Adam K. Fetterman, Katherine French, & Brian P. Meier 16. The Quantum Self: Examining Methodologies to Understand How Language Impacts Bilinguals Dual Selves, Shu Jiang & Nairn Ramrez-Esparza 17. Personality Disorder and Verbal Behavior, Charlotte Entwistle, Ely Marceau, & Ryan L. Boyd VII. Affect/Sentiment 18. Behavioral Machine Intelligence with Language, Nikolaos Malandrakis, Victor Martinez, Anil Ramakrishna, Manoj Kumar, Karan Singla, Md Nasir, & Shrikanth Narayanan 19. Theory-Driven Measurement of Emotion (Expressions) in Social Media Text, William J. Brady, Killian McLoughlin, & M. J. Crockett 20. Identifying and Understanding the Targets of Sentiment Analysis, Charles Welch, Mahmoud Azab, & Rada Mihalcea VIII. Public Health and Well-Being 21. The Language of Environmentalism: Harnessing Social Media Data in the Face of Environmental Uncertainty, Sonya Sachdeva 22. The Language of Mindfulness: Studying Contemplative Experience through Natural Language, Angelina J. Polsinelli, Deanna M. Kaplan, & Matthias R. Mehl IX. Judgment/Biases 23. Knowledge, Cognition, and Everyday Judgment: An Introduction to the Distributed Semantics Approach, Russell Richie & Sudeep Bhatia 24. Sociolinguistic Properties of Word Embeddings, Alina Arseniev-Koehler & Jacob G. Foster 25. Social Biases in Word Embeddings and Their Relation to Human Cognition, Aylin Caliskan & Molly Lewis 26. Word Embeddings Reveal Social Group Attitudes and Stereotypes in Large Language Corpora, Tessa E. S. Charlesworth & Mahzarin R. Banaji X. Ethical Guidelines 27. Ethical Pitfalls for Natural Language Processing in Psychology, Mark Alfano, Emily Sullivan, & Amir Ebrahimi Fard 28. Ethical Issues in Text Mining for Mental Health, Joshua August Skorburg & Phoebe Friesen XI. Looking to the Horizon 29. Intergrouping and Aging Matters Textually, Howard Giles & Joseph B. Walther 30. Text and Discourse with Humans and Computers, Arthur C. Graesser & Leah C. Windsor 31. Computer-Based Language Analysis as a Paradigm Shift, James W. Pennebaker Author Index Subject Index