Language style matching in writing: synchrony in essays, correspondence, and poetry.
Abstract
Each relationship has its own personality. Almost immediately after a social interaction begins, verbal and nonverbal behaviors become synchronized. Even in asocial contexts, individuals tend to produce utterances that match the grammatical structure of sentences they have recently heard or read. Three projects explore language style matching (LSM) in everyday writing tasks and professional writing. LSM is the relative use of 9 function word categories (e.g., articles, personal pronouns) between any 2 texts. In the first project, 2 samples totaling 1,744 college students answered 4 essay questions written in very different styles. Students automatically matched the language style of the target questions. Overall, the LSM metric was internally consistent and reliable across writing tasks. Women, participants of higher socioeconomic status, and students who earned higher test grades matched with targets more than others did. In the second project, 74 participants completed cliffhanger excerpts from popular fiction. Judges' ratings of excerpt-response similarity were related to content matching but not function word matching, as indexed by LSM. Further, participants were not able to intentionally increase style or content matching. In the final project, an archival study tracked the professional writing and personal correspondence of 3 pairs of famous writers across their relationships. Language matching in poetry and letters reflected fluctuations in the relationships of 3 couples: Sigmund Freud and Carl Jung, Elizabeth Barrett and Robert Browning, and Sylvia Plath and Ted Hughes. Implications for using LSM as an implicit marker of social engagement and influence are discussed. (PsycINFO Database Record (c) 2010 APA, all rights reserved).
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People are spontaneously inclined to synchronize their word use, for both content and function words.
“people are spontaneously inclined to synchronize their word use, a tendency that occurs not only for content words (what someone is saying) but also for function words (how someone is saying it) (Pickering and Garrod, 2004; Ireland and Pennebaker, 2010).”
From Synchrony in Psychotherapy: A Review and an Integrative Framework for the Therapeutic Alliance (2016) · cites this paper as Ireland and Pennebaker, 2010
Cites
Grice, H. P. (1975) · Speech Acts · doi:10.1163/9789004368811_003 · Cited by 23,221 · see citing works
A very brief measure of the Big-Five personality domains
Gosling, S. D., Rentfrow, P. J., & Swann, W. B. (2003) · Journal of Research in Personality · doi:10.1016/s0092-6566(03)00046-1 · Cited by 8,307 · see citing works
Landauer, T. K., & Dumais, S. T. (1997) · Psychological Review · doi:10.1037/0033-295x.104.2.211 · Cited by 6,282 · see citing works
(1960) · Medical Entomology and Zoology · Cited by 5,851 · see citing works
The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods
Tausczik, Y. R., & Pennebaker, J. W. (2010) · Journal of Language and Social Psychology · doi:10.1177/0261927x09351676 · Cited by 5,774 · see citing works
Self-citationSpeaking: from intention to articulation
(1989) · Choice Reviews Online · doi:10.5860/choice.27-1947 · Cited by 5,016 · see citing works
On Methods in the Analysis of Profile Data
Greenhouse, S. W., & Geisser, S. (1959) · Psychometrika · doi:10.1007/bf02289823 · Cited by 4,946 · see citing works
Clark, H. H., & Brennan, S. E. (1991) · Perspectives on socially shared cognition. · doi:10.1037/10096-006 · Cited by 4,555 · see citing works
Baron-Cohen, S., & Wheelwright, S. (2004) · Journal of Autism and Developmental Disorders · doi:10.1023/b:jadd.0000022607.19833.00 · Cited by 4,093 · see citing works
Editorial Office (1997) · Obesity Surgery · doi:10.1381/096089297765555359 · Cited by 3,917 · see citing works
The chameleon effect: the perception–behavior link and social interaction
Chartrand, T. L., & Bargh, J. A. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.6.893 · Cited by 3,674 · see citing works
Perspectives on socially shared cognition.
Resnick, L. B., Levine, J. M., & Teasley, S. D. (1991) · American Psychological Association eBooks · doi:10.1037/10096-000 · Cited by 3,468 · see citing works
Pattern and growth in personality
Allport, G. W. (1961) · Medical Entomology and Zoology · Cited by 3,361 · see citing works
Toward a mechanistic psychology of dialogue.
Pickering, M. J., & Garrod, S. (2004) · Behavioral and Brain Sciences · doi:10.1017/s0140525x04000056 · Cited by 2,678 · see citing works
Parental Involvement in the Development of Children’s Reading Skill: A Five-Year Longitudinal Study
Sénéchal, M., & LeFevre, J. (2002) · Child Development · doi:10.1111/1467-8624.00417 · Cited by 2,203 · see citing works
Kintsch, W. (1977) · Medical Entomology and Zoology · Cited by 2,051 · see citing works
Linguistic styles: language use as an individual difference
Pennebaker, J. W., & King, L. A. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.77.6.1296 · Cited by 1,961 · see citing works
Self-citationSyntactic persistence in language production
Bock, J. K. (1986) · Cognitive Psychology · doi:10.1016/0010-0285(86)90004-6 · Cited by 1,911 · see citing works
Does Language Shape Thought?: Mandarin and English Speakers' Conceptions of Time
Boroditsky, L. (2001) · Cognitive Psychology · doi:10.1006/cogp.2001.0748 · Cited by 1,815 · see citing works
The Development and Psychometric Properties of LIWC2015
Pennebaker, J. W., Boyd, R. L., Jordan, K., & Blackburn, K. (2015) · University of Texas at Austin · doi:10.15781/t25p41 · Cited by 1,674 · see citing works
Self-citationInterpersonal Perception: A Social Relations Analysis
Kenny, D. A. (1988) · Journal of Social and Personal Relationships · doi:10.1177/026540758800500207 · Cited by 1,516 · see citing works
Lying Words: Predicting Deception from Linguistic Styles
Newman, M. L., Pennebaker, J. W., Berry, D. S., & Richards, J. M. (2003) · Personality and Social Psychology Bulletin · doi:10.1177/0146167203029005010 · Cited by 1,441 · see citing works
Self-citationFacebook Profiles Reflect Actual Personality, Not Self-Idealization
Back, M. D., Stopfer, J. M., Vazire, S., Gaddis, S., Schmukle, S. C., Egloff, B., & Gosling, S. D. (2010) · Psychological Science · doi:10.1177/0956797609360756 · Cited by 1,169 · see citing works
Significance Test for Sphericity of a Normal $n$-Variate Distribution
Mauchly, J. W. (1940) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177731915 · Cited by 1,158 · see citing works
Structural priming: A critical review.
Pickering, M. J., & Ferreira, V. S. (2008) · Psychological Bulletin · doi:10.1037/0033-2909.134.3.427 · Cited by 1,047 · see citing works
Language use of depressed and depression-vulnerable college students
Rude, S., Gortner, E.-M., & Pennebaker, J. (2004) · Cognition & Emotion · doi:10.1080/02699930441000030 · Cited by 1,018 · see citing works
Self-citationBlackwell Handbook of Judgment and Decision Making
(2004) · Wiley eBooks · doi:10.1002/9780470752937 · Cited by 981 · see citing works
Transactive memory in close relationships.
Wegner, D. M., Erber, R., & Raymond, P. (1991) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.61.6.923 · Cited by 857 · see citing works
Marital interaction: Physiological linkage and affective exchange.
Levenson, R. W., & Gottman, J. M. (1983) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.45.3.587 · Cited by 855 · see citing works
Biber, D. (1993) · Language · doi:10.2307/416912 · Cited by 837 · see citing works
Aikens, N. L., & Barbarin, O. A. (2008) · Journal of Educational Psychology · doi:10.1037/0022-0663.100.2.235 · Cited by 813 · see citing works
Linguistic Markers of Psychological Change Surrounding September 11, 2001
Cohn, M. A., Mehl, M. R., & Pennebaker, J. W. (2004) · Psychological Science · doi:10.1111/j.0956-7976.2004.00741.x · Cited by 808 · see citing works
Self-citationGender differences in language use: An analysis of 14,000 text samples
Newman, M. L., Groom, C. J., Handelman, L. D., & Pennebaker, J. W. (2008) · Discourse Processes · doi:10.1080/01638530802073712 · Cited by 788 · see citing works
Self-citationThe measurement of textual coherence with latent semantic analysis
Foltz, P. W., Kintsch, W., & Landauer, T. K. (1998) · Discourse Processes · doi:10.1080/01638539809545029 · Cited by 764 · see citing works
The ‘Good Enough’ Approach to Language Comprehension
Ferreira, F., & Patson, N. D. (2007) · Language and Linguistics Compass · doi:10.1111/j.1749-818x.2007.00007.x · Cited by 739 · see citing works
The New Handbook of Language and Social Psychology
Giles, H., & Robinson, W. P. (2001) · Medical Entomology and Zoology · Cited by 735 · see citing works
Condon, W. S., & Sander, L. W. (1974) · Science · doi:10.1126/science.183.4120.99 · Cited by 729 · see citing works
The analysis of data from dyads and groups.
Kashy, D. A., & Kenny, D. A. (2000) · Cited by 708 · see citing works
Mimicry and Prosocial Behavior
van Baaren, R. B., Holland, R. W., Kawakami, K., & van Knippenberg, A. (2004) · Psychological Science · doi:10.1111/j.0963-7214.2004.01501012.x · Cited by 683 · see citing works
Mutual interpersonal postural constraints are involved in cooperative conversation.
Shockley, K., Santana, M.-V., & Fowler, C. A. (2003) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.29.2.326 · Cited by 681 · see citing works
Handbook of Language and Social Psychology
Myers‐Scotton, C., Giles, H., & Robinson, W. P. (1992) · Language · doi:10.2307/416867 · Cited by 672 · see citing works
Fleeson, W. (2004) · Current Directions in Psychological Science · doi:10.1111/j.0963-7214.2004.00280.x · Cited by 649 · see citing works
Richardson, D. C., & Dale, R. (2005) · Cognitive Science · doi:10.1207/s15516709cog0000_29 · Cited by 641 · see citing works
Linguistic Inquiry and Word Count (LIWC2007)
Pennebaker, J., Booth, R. J., & Francis, M. T. (2007) · ResearchSpace (University of Auckland) · Cited by 604 · see citing works
Self-citationCoordinated movement and rapport in teacher–student interactions
Bernieri, F. J. (1988) · Journal of Nonverbal Behavior · doi:10.1007/bf00986930 · Cited by 590 · see citing works
Linguistic Style Matching in Social Interaction
Niederhoffer, K. G., & Pennebaker, J. W. (2002) · Journal of Language and Social Psychology · doi:10.1177/026192702237953 · Cited by 563 · see citing works
Self-citationWord Use in the Poetry of Suicidal and Nonsuicidal Poets
Wiltsey Stirman, S., & Pennebaker, J. W. (2001) · Psychosomatic Medicine · doi:10.1097/00006842-200107000-00001 · Cited by 547 · see citing works
Self-citationCommunication Accommodation Theory
Gallois, C., & Giles, H. (2015) · The International Encyclopedia of Language and Social Interaction · doi:10.1002/9781118611463.wbielsi066 · Cited by 544 · see citing works
On Lying and Being Lied To: A Linguistic Analysis of Deception in Computer-Mediated Communication
Hancock, J. T., Curry, L. E., Goorha, S., & Woodworth, M. (2007) · Discourse Processes · doi:10.1080/01638530701739181 · Cited by 523 · see citing works
Words of wisdom: Language use over the life span
Pennebaker, J. W., & Stone, L. D. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.2.291 · Cited by 518 · see citing works
Self-citationFast and Frugal Heuristics: The Tools of Bounded Rationality
Gigerenzer, G. (2004) · Wiley eBooks · doi:10.1002/9780470752937.ch4 · Cited by 490 · see citing works
The Art of Conversation Is Coordination
Richardson, D. C., Dale, R. A. C., & Kirkham, N. Z. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01914.x · Cited by 485 · see citing works
I Am Too Just Like You: Nonconscious Mimicry as an Automatic Behavioral Response to Social Exclusion
Lakin, J. L., Chartrand, T. L., & Arkin, R. M. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02162.x · Cited by 485 · see citing works
The impact of social context on mimicry
Bourgeois, P., & Hess, U. (2008) · Biological Psychology · doi:10.1016/j.biopsycho.2007.11.008 · Cited by 458 · see citing works
Measuring Socioeconomic Status in Studies of Child Development
Hauser, R. M. (1994) · Child Development · doi:10.1111/j.1467-8624.1994.tb00834.x · Cited by 452 · see citing works
Language Style Matching as a Predictor of Social Dynamics in Small Groups
Gonzales, A. L., Hancock, J. T., & Pennebaker, J. W. (2009) · Communication Research · doi:10.1177/0093650209351468 · Cited by 432 · see citing works
Self-citationThe Secret Life of Pronouns: Flexibility in Writing Style and Physical Health
Campbell, R. S., & Pennebaker, J. W. (2003) · Psychological Science · doi:10.1111/1467-9280.01419 · Cited by 430 · see citing works
Self-citationTowards a resolution of the personality triad: Persons, situations, and behaviors
Funder, D. C. (2005) · Journal of Research in Personality · doi:10.1016/j.jrp.2005.08.003 · Cited by 428 · see citing works
Similarity, convergence, and relationship satisfaction in dating and married couples.
Gonzaga, G. C., Campos, B., & Bradbury, T. N. (2007) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.93.1.34 · Cited by 404 · see citing works
Mimicry for money: Behavioral consequences of imitation
van Baaren, R. B., Holland, R. W., Steenaert, B., & van Knippenberg, A. (2003) · Journal of Experimental Social Psychology · doi:10.1016/s0022-1031(03)00014-3 · Cited by 393 · see citing works
Automatically profiling the author of an anonymous text
Argamon, S., Koppel, M., Pennebaker, J. W., & Schler, J. (2009) · Communications of the ACM · doi:10.1145/1461928.1461959 · Cited by 376 · see citing works
Self-citationInfluences of semantic and syntactic context on open- and closed-class words
Petten, C. K. V., & Kutas, M. (1991) · Memory & Cognition · doi:10.3758/bf03198500 · Cited by 370 · see citing works
Chartrand, T. L., & van Baaren, R. (2009) · Advances in experimental social psychology · doi:10.1016/s0065-2601(08)00405-x · Cited by 348 · see citing works
Convergence of mean vocal intensity in dyadic communication as a function of social desirability.
Natale, M. (1975) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.32.5.790 · Cited by 336 · see citing works
Linguistic Structure in Language Processing
Carlson, G. N., & Tanenhaus, M. K. (1989) · Studies in theoretical psycholinguistics · doi:10.1007/978-94-009-2729-2 · Cited by 312 · see citing works
Conversation and Coordinative Structures
Shockley, K. D., Richardson, D. C., & Dale, R. A. C. (2009) · Topics in Cognitive Science · doi:10.1111/j.1756-8765.2009.01021.x · Cited by 310 · see citing works
Partner‐Specific Adaptation in Dialog
Brennan, S. E., & Hanna, J. E. (2009) · Topics in Cognitive Science · doi:10.1111/j.1756-8765.2009.01019.x · Cited by 303 · see citing works
Fast, L. A., & Funder, D. C. (2008) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.94.2.334 · Cited by 292 · see citing works
Bernieri, F. J., Davis, J. M., Rosenthal, R., & Knee, C. R. (1994) · Personality and Social Psychology Bulletin · doi:10.1177/0146167294203008 · Cited by 259 · see citing works
Self-monitoring without awareness: using mimicry as a nonconscious affiliation strategy
Cheng, C. M., & Chartrand, T. L. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.85.6.1170 · Cited by 245 · see citing works
Brown‐Schmidt, S., & Tanenhaus, M. K. (2008) · Cognitive Science · doi:10.1080/03640210802066816 · Cited by 231 · see citing works
More than mere mimicry? The influence of emotion on rapid facial reactions to faces.
Moody, E. J., McIntosh, D. N., Mann, L. J., & Weisser, K. R. (2007) · Emotion · doi:10.1037/1528-3542.7.2.447 · Cited by 223 · see citing works
Convergence in the physical appearance of spouses
Zajonc, R. B., Adelmann, P. K., Murphy, S. T., & Niedenthal, P. M. (1987) · Motivation and Emotion · doi:10.1007/bf00992848 · Cited by 222 · see citing works
Slatcher, R. B., Chung, C. K., Pennebaker, J. W., & Stone, L. D. (2006) · Journal of Research in Personality · doi:10.1016/j.jrp.2006.01.006 · Cited by 221 · see citing works
Self-citationThe Freud/ Jung Letters: the Correspondence Between Sigmund Freud and C.G. Jung
Freud, S., Jung, C. G., McGuire, W. J., Manheim, R., & Hull, R. F. C. (1979) · Cited by 221 · see citing works
Francis, W. N. (1997) · Language · doi:10.2307/415886 · Cited by 202 · see citing works
Implicit Behavioral Mimicry: Investigating the Impact of Group Membership
Yabar, Y., Johnston, L., Miles, L., & Peace, V. (2006) · Journal of Nonverbal Behavior · doi:10.1007/s10919-006-0010-6 · Cited by 201 · see citing works
The relationship of social power to visual displays of dominance between men and women.
Dovidio, J. F., Ellyson, S. L., Keating, C. F., Heltman, K., & al, E. (1988) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.54.2.233 · Cited by 201 · see citing works
Ramanathan, S., & McGill, A. L. (2007) · Journal of Consumer Research · doi:10.1086/520074 · Cited by 197 · see citing works
Peltokorpi, V. (2008) · Review of General Psychology · doi:10.1037/1089-2680.12.4.378 · Cited by 195 · see citing works
The Silent Woman: Sylvia Plath and Ted Hughes
Kagan, W., & Malcolm, J. (1995) · Chicago Review · doi:10.2307/25305917 · Cited by 188 · see citing works
Linguistic Style Matching and Negotiation Outcome
Taylor, P. J., & Thomas, S. (2008) · Negotiation and Conflict Management Research · doi:10.1111/j.1750-4716.2008.00016.x · Cited by 185 · see citing works
Proceedings of the twentieth annual conference of the Cognitive Science Society
Shillcock, R. C., & Monaghan, P. (1998) · Cited by 167 · see citing works
(2007) · Advances in consciousness research · doi:10.1075/aicr.68 · Cited by 157 · see citing works
Cryptomnesia: Delineating inadvertent plagiarism.
Brown, A. S., & Murphy, D. R. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.15.3.432 · Cited by 153 · see citing works
Shared experiences and the similarity of personalities: A longitudinal study of married couples.
Caspi, A., Herbener, E. S., & Ozer, D. J. (1992) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.62.2.281 · Cited by 143 · see citing works
Testosterone Reduces Conscious Detection of Signals Serving Social Correction
van Honk, J., & Schutter, D. J. L. G. (2007) · Psychological Science · doi:10.1111/j.1467-9280.2007.01955.x · Cited by 142 · see citing works
Dillard, A. (1989) · Cited by 139 · see citing works
Mimicking Attractive Opposite-Sex Others: The Role of Romantic Relationship Status
Karremans, J. C., & Verwijmeren, T. (2008) · Personality and Social Psychology Bulletin · doi:10.1177/0146167208316693 · Cited by 135 · see citing works
SONNBY‐BORGSTRÖM, M., JÖNSSON, P., & SVENSSON, O. (2008) · Scandinavian Journal of Psychology · doi:10.1111/j.1467-9450.2008.00626.x · Cited by 119 · see citing works
Ruminative self-focus and autobiographical memory
Teasdale, J. D., & Green, H. A. C. (2003) · Personality and Individual Differences · doi:10.1016/j.paid.2003.08.022 · Cited by 115 · see citing works
The ‘Russian Doll’ model of empathy and imitation
de Waal, F. Β. Μ. (2007) · Advances in consciousness research · doi:10.1075/aicr.68.06waa · Cited by 110 · see citing works
Schultheiss, O. C., Liening, S. H., & Schad, D. J. (2008) · Journal of Research in Personality · doi:10.1016/j.jrp.2008.07.008 · Cited by 108 · see citing works
Somatic and Social: Chinese Americans Talk about Emotion
Tsai, J. L., Simeonova, D. I., & Watanabe, J. T. (2004) · Personality and Social Psychology Bulletin · doi:10.1177/0146167204264014 · Cited by 107 · see citing works
Pulvermüller, F., & Assadollahi, R. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.6.971 · Cited by 96 · see citing works
Postural Mirroring and Intergroup Relations
LaFrance, M. (1985) · Personality and Social Psychology Bulletin · doi:10.1177/0146167285112008 · Cited by 88 · see citing works
Interruption outcomes and vocal amplitude: Explorations in social psychophysics.
Meltzer, L., Morris, W. N., & Hayes, D. P. (1971) · Journal of Personality and Social Psychology · doi:10.1037/h0030993 · Cited by 87 · see citing works
Woike, B. A. (1994) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.67.1.142 · Cited by 86 · see citing works
Busby, D. M., & Gardner, B. C. (2008) · Family Process · doi:10.1111/j.1545-5300.2008.00250.x · Cited by 85 · see citing works
Verbal Behavior: Adaptation and Psychopathology
Brown, S. R., & Weintraub, W. (1984) · Political Psychology · doi:10.2307/3790837 · Cited by 82 · see citing works
The Process of Communication Accommodation
Giles, H. (2009) · The New Sociolinguistics Reader · doi:10.1007/978-1-349-92299-4_19 · Cited by 80 · see citing works
The Letters of Robert Browning and Elizabeth Barrett Barrett, 1845-1846
Honan, P., Browning, R., Barrett, E. B., Browning, E. B., & KINTNER, E. (1971) · The Yearbook of English Studies · doi:10.2307/3507139 · Cited by 78 · see citing works
Oatley, K., & Djikic, M. (2008) · Review of General Psychology · doi:10.1037/1089-2680.12.1.9 · Cited by 69 · see citing works
Myrberg, E., & Rosén, M. (2008) · Educational Research and Evaluation · doi:10.1080/13803610802576742 · Cited by 68 · see citing works
The Isolability of Syntactic Processing
Bock, J. K., & Kroch, A. (1989) · Studies in theoretical psycholinguistics · doi:10.1007/978-94-009-2729-2_5 · Cited by 66 · see citing works
The art of Sylvia Plath : a symposium
Newman, C. H. (1971) · Indiana University Press eBooks · Cited by 60 · see citing works
Modeling the Personality of Dyads and Groups
Gonzalez, R., & Griffin, D. W. (2002) · Journal of Personality · doi:10.1111/1467-6494.05027 · Cited by 59 · see citing works
Taylor, F. K. (1965) · The British Journal of Psychiatry · doi:10.1192/bjp.111.480.1111 · Cited by 59 · see citing works
Applying reciprocity and accommodation theories to supervisor/subordinate communication
McCroskey, J. C., & RICHMOND, V. P. (2000) · Journal of Applied Communication Research · doi:10.1080/00909880009365575 · Cited by 56 · see citing works
The Language of Love: Sex, Sexual Orientation, and Language Use in Online Personal Advertisements
Groom, C. J., & Pennebaker, J. W. (2005) · Sex Roles · doi:10.1007/s11199-005-3711-0 · Cited by 53 · see citing works
Self-citationFlehmig, H. C., Steinborn, M. B., Langner, R., & Westhoff, K. (2007) · Psychology science · Cited by 49 · see citing works
Kimura, M., & Daibo, I. (2006) · Journal of Nonverbal Behavior · doi:10.1007/s10919-006-0011-5 · Cited by 49 · see citing works
Freud, Jung, and Hall the King-Maker: The Historic Expedition to America (1909).
Simon, L., & Rosenzweig, S. (1994) · The American Historical Review · doi:10.2307/2167492 · Cited by 38 · see citing works
Saari, J. L., & Malcolm, J. (1994) · The Antioch Review · doi:10.2307/4613058 · Cited by 24 · see citing works
(1996) · Cited by 22 · see citing works
Evidence that Syntactic Priming is Long-lasting
Boyland, J. T., & Anderson, J. R. (2022) · Routledge eBooks · doi:10.4324/9781315782416-225 · Cited by 21 · see citing works
Twain, M. (1910) · Cited by 19 · see citing works
The Dramatic Imagination of Robert Browning: A Literary Life
Kennedy, R. S., & Hair, D. S. (2007) · Cited by 9 · see citing works
Secrets and Lies: Plath, Privacy, Publication and Ted Hughes's "Birthday Letters"
Churchwell, S. (2001) · Contemporary Literature · doi:10.2307/1209086 · Cited by 9 · see citing works
Realizations of turn-taking in Conversational Interactions
Yang, W. (2007) · US-China Foreign Language · Cited by 8 · see citing works
Browning, R. (1844) · Oxford University Press eBooks · doi:10.1093/oseo/instance.00131582 · Cited by 2 · see citing works
McFarland (2001) · doi:10.1044/1092-4388(2001/012
Literacy as a Leisure Activity
Nippold, M. A., Duthie, J. K., & Larsen, J. (2005) · Language, Speech, and Hearing Services in Schools · doi:10.1044/0161-1461(2005/009
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Chung, C. K., & Pennebaker, J. W. (2012) · IGI Global eBooks · doi:10.4018/978-1-60960-741-8.ch012 · Cited by 2,152 · see citing works
Self-citationDuckworth, A. L., & Yeager, D. S. (2015) · Educational Researcher · doi:10.3102/0013189x15584327 · Cited by 993 · see citing works
Ludwig, S., de Ruyter, K., Friedman, M., Brüggen, E. C., Wetzels, M. G. M., & Pfann, G. A. (2012) · Journal of Marketing · doi:10.1509/jm.11.0560 · Cited by 742 · see citing works
The Antecedents and Consequences of Human Behavioral Mimicry
Chartrand, T. L., & Lakin, J. L. (2013) · Annual Review of Psychology · doi:10.1146/annurev-psych-113011-143754 · Cited by 662 · see citing works
Language Style Matching Predicts Relationship Initiation and Stability
Ireland, M. E., Slatcher, R. B., Eastwick, P. W., Scissors, L. E., Finkel, E. J., & Pennebaker, J. W. (2010) · Psychological Science · doi:10.1177/0956797610392928 · Cited by 532 · see citing works
Self-citationNadkarni, S., & Chen, J. (2014) · Academy of Management Journal · doi:10.5465/amj.2011.0401 · Cited by 497 · see citing works
Synchrony in Psychotherapy: A Review and an Integrative Framework for the Therapeutic Alliance
Koole, S. L., & Tschacher, W. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00862 · Cited by 456 · see citing works
“Finally, people are spontaneously inclined to synchronize their word use, a tendency that occurs not only for content words (what someone is saying) but also for function words (how someone is saying it) (Pickering and Garrod, 2004; Ireland and Pennebaker, 2010).”
BackgroundRecent trends in deep learning based personality detection
Mehta, Y., Majumder, N., Gelbukh, A. F., & Cambria, E. (2019) · Artificial Intelligence Review · doi:10.1007/s10462-019-09770-z · Cited by 342 · see citing works
Detecting, Preventing, and Mitigating Online Firestorms in Brand Communities
Herhausen, D., Ludwig, S., Grewal, D., Wulf, J., & Schögel, M. (2019) · Journal of Marketing · doi:10.1177/0022242918822300 · Cited by 336 · see citing works
Danescu-Niculescu-Mizil, C., & Lee, L. (2011) · arXiv (Cornell University) · doi:10.48550/arxiv.1106.3077 · Cited by 329 · see citing works
Crilly, D., Hansen, M. T., & Zollo, M. (2015) · Academy of Management Journal · doi:10.5465/amj.2015.0171 · Cited by 334 · see citing works
Boyd, R. L., & Schwartz, H. A. (2021) · Journal of Language and Social Psychology · doi:10.1177/0261927x20967028 · Cited by 317 · see citing works
Kronrod, A., & Danziger, S. (2013) · Journal of Consumer Research · doi:10.1086/671998 · Cited by 294 · see citing works
It doesn’t hurt to ask: Question-asking increases liking.
Huang, K., Yeomans, M., Brooks, A. W., Minson, J. A., & Francesca Gino, B. (2017) · Journal of Personality and Social Psychology · doi:10.1037/pspi0000097 · Cited by 194 · see citing works
Developing Simplified Chinese Psychological Linguistic Analysis Dictionary for Microblog
Gao, R., Hao, B., He, L., Gao, Y., & Zhu, T. (2013) · Lecture notes in computer science · doi:10.1007/978-3-319-02753-1_36 · Cited by 189 · see citing works
The signaling effect of management response in engaging customers: A study of the hotel industry
Li, C., Cui, G., & Peng, L. (2017) · Tourism Management · doi:10.1016/j.tourman.2017.03.009 · Cited by 193 · see citing works
Munaro, A. C., Barcelos, R. H., Maffezzolli, E. C. F., Rodrigues, J. P. S., & Paraíso, E. C. (2021) · Journal of Consumer Behaviour · doi:10.1002/cb.1939 · Cited by 172 · see citing works
Convergence of speech rate in conversation predicts cooperation
Manson, J. H., Bryant, G. A., Gervais, M. M., & Kline, M. A. (2013) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2013.08.001 · Cited by 167 · see citing works
Jonason, P. K., Baughman, H. M., Carter, G. L., & Parker, P. D. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2015.01.008 · Cited by 167 · see citing works
The impact of language style on consumers′ reactions to online reviews
Wu, L. L., Shen, H., Fan, A., & Mattila, A. S. (2016) · Tourism Management · doi:10.1016/j.tourman.2016.09.006 · Cited by 164 · see citing works
The association of therapist empathy and synchrony in vocally encoded arousal.
Imel, Z. E., Barco, J. S., Brown, H. J., Baucom, B. R., Baer, J. S., Kircher, J. C., & Atkins, D. C. (2014) · Journal of Counseling Psychology · doi:10.1037/a0034943 · Cited by 159 · see citing works
Revenue Generation Through Influencer Marketing
Beichert, M., Bayerl, A., Goldenberg, J., & Lanz, A. (2023) · Journal of Marketing · doi:10.1177/00222429231217471 · Cited by 153 · see citing works
Lord, S. P., Sheng, E., Imel, Z. E., Baer, J., & Atkins, D. C. (2015) · Behavior Therapy · doi:10.1016/j.beth.2014.11.002 · Cited by 144 · see citing works
Wang, X., Tang, L. R., & Kim, E. (2018) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2018.08.007 · Cited by 147 · see citing works
Bottom-Up and Top-Down: Predicting Personality with Psycholinguistic and Language Model Features
Mehta, Y., Fatehi, S., Kazameini, A., Stachl, C., Cambria, E., & Eetemadi, S. (2020) · Proceedings · doi:10.1109/icdm50108.2020.00146 · Cited by 141 · see citing works
Do Massively Pretrained Language Models Make Better Storytellers?
See, A., Pappu, A., Saxena, R., Yerukola, A., & Manning, C. D. (2019) · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) · doi:10.18653/v1/k19-1079 · Cited by 139 · see citing works
Psychological Text Analysis in the Digital Humanities
Boyd, R. L. (2017) · Springer eBooks · doi:10.1007/978-3-319-54499-1_7 · Cited by 133 · see citing works
Shi, W., Zhang, Y., & Hoskisson, R. E. (2018) · Academy of Management Journal · doi:10.5465/amj.2016.1062 · Cited by 122 · see citing works
Analyzing big data in social media: Text and network analyses of an eating disorder forum
Moessner, M., Feldhege, J., Wolf, M., & Bauer, S. (2018) · International Journal of Eating Disorders · doi:10.1002/eat.22878 · Cited by 116 · see citing works
Yang, S., Zhou, C., & Chen, Y. (2021) · Information Processing & Management · doi:10.1016/j.ipm.2021.102521 · Cited by 104 · see citing works
Liu, A. X., Xie, Y., & Zhang, J. (2019) · Journal of Interactive Marketing · doi:10.1016/j.intmar.2018.11.001 · Cited by 104 · see citing works
What’s yours is mine: exploring customer voice on Airbnb using text-mining approaches
Zhang, J. (2019) · Journal of Consumer Marketing · doi:10.1108/jcm-02-2018-2581 · Cited by 103 · see citing works
Take Their Word for It: The Symbolic Role of Linguistic Style Matches in User Communities1
Ludwig, S., de Ruyter, K., Mahr, D., Wetzels, M. G. M., Brüggen, E. C., & Ruyck, T. D. (2014) · MIS Quarterly · doi:10.25300/misq/2014/38.4.12 · Cited by 95 · see citing works
Free Speech and Safe Spaces: How Moderation Policies Shape Online Discussion Spaces
Gibson, A. D. (2019) · Social Media + Society · doi:10.1177/2056305119832588 · Cited by 97 · see citing works
The impact of language style accommodation during social media interactions on brand trust
Jakić, A., Wagner, M. O., & Meyer, A. (2017) · Journal of service management · doi:10.1108/josm-12-2016-0325 · Cited by 88 · see citing works
Improving teamwork using real-time language feedback
Tausczik, Y., & Pennebaker, J. W. (2013) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2470654.2470720 · Cited by 87 · see citing works
Self-citationKulesza, W. M., Doliński, D., Huisman, A., & Majewski, R. (2013) · Journal of Language and Social Psychology · doi:10.1177/0261927x13506906 · Cited by 85 · see citing works
Engagement in earnings conference calls
Rennekamp, K. M., Sethuraman, M., & Steenhoven, B. A. (2022) · Journal of Accounting and Economics · doi:10.1016/j.jacceco.2022.101498 · Cited by 83 · see citing works
Are Atypical Things More Popular?
Berger, J. A., & Packard, G. M. (2018) · Psychological Science · doi:10.1177/0956797618759465 · Cited by 82 · see citing works
Can AI Help in Ideation? A Theory-Based Model for Idea Screening in Crowdsourcing Contests
Bell, J. J., Pescher, C., Tellis, G. J., & Füller, J. (2023) · Marketing Science · doi:10.1287/mksc.2023.1434 · Cited by 76 · see citing works
Theoretical Perspectives on Interpersonal Adjustments in Language and Communication
Gasiorek, J. (2016) · Cambridge University Press eBooks · doi:10.1017/cbo9781316226537.002 · Cited by 73 · see citing works
What makes population perception of review helpfulness: an information processing perspective
Guo, B., & Zhou, S. (2016) · Electronic Commerce Research · doi:10.1007/s10660-016-9234-7 · Cited by 72 · see citing works
Topaloglu, O., & Dass, M. (2019) · Decision Sciences · doi:10.1111/deci.12378 · Cited by 70 · see citing works
Language Style Matching, Engagement, and Impasse in Negotiations
Ireland, M. E., & Henderson, M. D. (2014) · Negotiation and Conflict Management Research · doi:10.1111/ncmr.12025 · Cited by 69 · see citing works
Self-citationLanguage style matching and police interrogation outcomes.
Richardson, B. H., Taylor, P. J., Snook, B., Conchie, S. M., & Bennell, C. (2014) · Law and Human Behavior · doi:10.1037/lhb0000077 · Cited by 64 · see citing works
Meinecke, A. L., & Kauffeld, S. (2018) · Journal of Business and Psychology · doi:10.1007/s10869-018-9554-9 · Cited by 62 · see citing works
Gelfand, M. J., Severance, L. E., Lee, T., Bruss, C. B., Lun, J., Abdel-Latif, A.-H., Al‐Moghazy, A. A., & Ahmed, S. M. (2015) · Journal of Organizational Behavior · doi:10.1002/job.2026 · Cited by 60 · see citing works
Detecting insider threats through language change.
Taylor, P. J., Dando, C. J., Ormerod, T. C., Ball, L. J., Jenkins, M. C., Sandham, A., & Menacere, T. (2013) · Law and Human Behavior · doi:10.1037/lhb0000032 · Cited by 59 · see citing works
Muir, K., Joinson, A., Cotterill, R., & Dewdney, N. (2016) · Human Communication Research · doi:10.1111/hcre.12083 · Cited by 59 · see citing works
Wang, F. “., Xu, H., Hou, R., & Zhu, Z. (2022) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2022.103156 · Cited by 77 · see citing works
Latent Semantic Similarity and Language Style Matching in Initial Dyadic Interactions
Babcock, M. J., Ta, V. P., & Ickes, W. J. (2013) · Journal of Language and Social Psychology · doi:10.1177/0261927x13499331 · Cited by 58 · see citing works
Language use and style matching in supportive conversations between strangers and friends
Cannava, K. E., & Bodie, G. D. (2016) · Journal of Social and Personal Relationships · doi:10.1177/0265407516641222 · Cited by 57 · see citing works
Diagnostic Features of Nonverbal Synchrony in Psychotherapy: Comparing Depression and Anxiety
Paulick, J., Rubel, J., Deisenhofer, A.-K., Schwartz, B., Thielemann, D., Altmann, U., Boyle, K., Strauss, B., & Lutz, W. (2018) · Cognitive Therapy and Research · doi:10.1007/s10608-018-9914-9 · Cited by 56 · see citing works
Attractive Chameleons Sell: The Mimicry‐Attractiveness Link
Kulesza, W. M., Szypowska, Z., Jarman, M. S., & Doliński, D. (2014) · Psychology and Marketing · doi:10.1002/mar.20716 · Cited by 55 · see citing works
Rains, S. A. (2015) · Communication Research · doi:10.1177/0093650214565920 · Cited by 53 · see citing works
Moore, S. G., & McFerran, B. (2017) · Journal of the Association for Consumer Research · doi:10.1086/690942 · Cited by 53 · see citing works
Baek, T. H., Kim, H. J., & Kim, J. (2025) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2025.104106 · Cited by 57 · see citing works
Ludwig, S., van Laer, T., de Ruyter, K., & Friedman, M. (2016) · Journal of Management Information Systems · doi:10.1080/07421222.2016.1205927 · Cited by 49 · see citing works
Sustainability Communication in Hotels: The Role of Cognitive Linguistics
Bernard, S., Rahman, I., & Douglas, A. C. (2023) · Journal of Hospitality & Tourism Research · doi:10.1177/10963480231158757 · Cited by 49 · see citing works
Markowitz, D. M. (2024) · PNAS Nexus · doi:10.1093/pnasnexus/pgae387 · Cited by 48 · see citing works
Decoding social media speak: developing a speech act theory research agenda
Ludwig, S., & de Ruyter, K. (2016) · Journal of Consumer Marketing · doi:10.1108/jcm-04-2015-1405 · Cited by 48 · see citing works
Artificial Intelligence and the Psychology of Human Connection
Boyd, R. L., & Markowitz, D. M. (2026) · Perspectives on Psychological Science · doi:10.1177/17456916251404394 · Cited by 61 · see citing works
What's in a word? Linguistic characteristics of Adult Attachment Interviews
Cassidy, J. A., Sherman, L. J., & Jones, J. D. (2011) · Attachment & Human Development · doi:10.1080/14616734.2012.636649 · Cited by 47 · see citing works
Dimensions of Self-Expression in Facebook Status Updates
Kramer, A. D. I., & Chung, C. K. (2021) · Proceedings of the International AAAI Conference on Web and Social Media · doi:10.1609/icwsm.v5i1.14140 · Cited by 47 · see citing works
März, A., Schubach, S., & Schumann, J. H. (2017) · Psychology and Marketing · doi:10.1002/mar.20979 · Cited by 45 · see citing works
Van Oerle, S., Lievens, A., & Mahr, D. (2018) · Psychology & Marketing · doi:10.1002/mar.21111 · Cited by 43 · see citing works
Romero, D. M., Swaab, R. I., Uzzi, B., & Galinsky, A. D. (2015) · Personality and Social Psychology Bulletin · doi:10.1177/0146167215591168 · Cited by 40 · see citing works
Language Style Matching in Romantic Partners’ Conflict and Support Interactions
Bowen, J., Winczewski, L., & Collins, N. (2017) · Journal of Language and Social Psychology · doi:10.1177/0261927x16666308 · Cited by 33 · see citing works
Minimizing the Pain and Probability of Rejection
Sommer, K. L., & Bernieri, F. J. (2014) · Social Psychological and Personality Science · doi:10.1177/1948550614549384 · Cited by 40 · see citing works
“We-ness” in Relationship-Defining Memories and Marital Satisfaction
Alea, N. L., Singer, J. A., & Labunko, B. (2015) · Springer eBooks · doi:10.1007/978-94-017-9909-6_9 · Cited by 41 · see citing works
Choi, Y., Ingram, P., & Han, S. (2023) · Administrative Science Quarterly · doi:10.1177/00018392221146792 · Cited by 27 · see citing works
Does your style engage? Linguistic styles of influencers and digital consumer engagement on YouTube
Munaro, A. C., Barcelos, R. H., Maffezzolli, E. C. F., Rodrigues, J. P. S., & Paraíso, E. C. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108217 · Cited by 45 · see citing works
Malloch, Y. Z., & Taylor, L. D. (2018) · Health Communication · doi:10.1080/10410236.2018.1434737 · Cited by 38 · see citing works
Signaling Dominance in Online Negotiations: The Role of Affective Tone
Belkin, L. Y., Kurtzberg, T. R., & Naquin, C. E. (2013) · Negotiation and Conflict Management Research · doi:10.1111/ncmr.12016 · Cited by 37 · see citing works
Communication Accommodation Theory: A Brief Review of the Literature
Elhami, A. (2020) · Journal of Advances in Education and Philosophy · doi:10.36348/jaep.2020.v04i05.002 · Cited by 37 · see citing works
Chakraborty, I., Chiong, K. X., Dover, H. F., & Sudhir, K. (2024) · Marketing Science · doi:10.1287/mksc.2023.0149 · Cited by 42 · see citing works
Is three a crowd? Examining rapport in investigative interviews.
Driskell, T., Blickensderfer, B., & Eduardo Salas, A. (2012) · Group Dynamics Theory Research and Practice · doi:10.1037/a0029686 · Cited by 37 · see citing works
Characteristics and Correlates of Word Use in Physician-Patient Communication
Falkenstein, A., Tran, B. Q., Ludi, D., Molkara, A. M., Nguyen, H. L., Tabuenca, A. D., & Sweeny, K. M. (2016) · Annals of Behavioral Medicine · doi:10.1007/s12160-016-9792-x · Cited by 37 · see citing works
Bayram, A. B., & Ta, V. P. (2018) · Negotiation and Conflict Management Research · doi:10.1111/ncmr.12142 · Cited by 37 · see citing works
Pan, W., Feng, B., & Shen, C. (2020) · Journal of Medical Internet Research · doi:10.2196/17365 · Cited by 37 · see citing works
Understanding style, language and etiquette in email communication in higher education: a survey
Lewin‐Jones, J., & Mason, V. L. (2014) · Research in Post-Compulsory Education · doi:10.1080/13596748.2014.872934 · Cited by 37 · see citing works
Borelli, J. L., Sohn, L. M., Wang, B. A., Hong, K., DeCoste, C. L., & Suchman, N. E. (2018) · Psychoanalytic Psychology · doi:10.1037/pap0000177 · Cited by 36 · see citing works
Zhou, Y., Callejas, M. L. A., Li, Y., & MacGeorge, E. L. (2021) · Health Communication · doi:10.1080/10410236.2021.1989139 · Cited by 36 · see citing works
Social Indicators of Deception
Driskell, J. E., Eduardo Salas, A., & Driskell, T. (2012) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720812446338 · Cited by 35 · see citing works
Responsive and Responsible: Customizing Management Responses to Online Traveler Reviews
Zhang, X., Yang, Y., Qiao, S., & Zhang, Z. (2020) · Journal of Travel Research · doi:10.1177/0047287520971046 · Cited by 35 · see citing works
Effect of interactive intensity on lexical alignment and L2 writing quality
Wang, M., Gan, Q., & Boland, J. E. (2022) · System (Linköping) · doi:10.1016/j.system.2022.102847 · Cited by 32 · see citing works
The Role of Consumer Speech Acts in Brand Activism: A Transformative Advertising Perspective
Fletcher‐Brown, J., Middleton, K., Thompson‐Whiteside, H., Turnbull, S., Tuan, A., & Hollebeek, L. D. (2024) · Journal of Advertising · doi:10.1080/00913367.2023.2288828 · Cited by 33 · see citing works
Corciolani, M., Nieri, F., & Tuan, A. (2019) · Corporate Social Responsibility and Environmental Management · doi:10.1002/csr.1832 · Cited by 32 · see citing works
Audiences and Disasters: Analyses of Media Diaries Before and After an Earthquake and a Massive Fire
Correa, T., Scherman, A., & Arriagada, A. (2016) · Journal of Communication · doi:10.1111/jcom.12245 · Cited by 31 · see citing works
How developments in natural language processing help us in understanding human behaviour
Mihalcea, R. F., Biester, L., Boyd, R. L., Jin, Z., Pérez‐Rosas, V., Wilson, S. R., & Pennebaker, J. W. (2024) · Nature Human Behaviour · doi:10.1038/s41562-024-01938-0 · Cited by 34 · see citing works
Self-citationCreating Effective Marketing Messages Through Moderately Surprising Syntax
Atalay, A. S., Kihal, S. E., & Ellsaesser, F. (2023) · Journal of Marketing · doi:10.1177/00222429231153582 · Cited by 29 · see citing works
Exploring the effects of official-structured managerial responses on hotel online popularity
Gong, C., Liu, J., Law, R., & Ye, Q. (2022) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2022.103293 · Cited by 29 · see citing works
A study of manipulative and authentic negative reviews
Banerjee, S., & Chua, A. Y. K. (2014) · International Conference on Ubiquitous Information Management and Communication (IMCOM) · doi:10.1145/2557977.2557984 · Cited by 27 · see citing works
Exploring Self-Identified Counseling Expertise in Online Support Forums
Lahnala, A., Zhao, Y., WELCH, C. A., Kummerfeld, J. K., An, L. C., Resnicow, K., Mihalcea, R. F., & Pérez‐Rosas, V. (2021) · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · doi:10.18653/v1/2021.findings-acl.392 · Cited by 27 · see citing works
Investigation of Goodreads’ reviews: Kakutanied, deceived or simply honest?
Hajibayova, L. (2019) · Journal of Documentation · doi:10.1108/jd-07-2018-0104 · Cited by 26 · see citing works
Decoding the writing styles of disciplines: A large-scale quantitative analysis
Dong, S., Mao, J., Ke, Q., & Pei, L. (2024) · Information Processing & Management · doi:10.1016/j.ipm.2024.103718 · Cited by 25 · see citing works
Language and interaction: applying sociolinguistics to social network analysis
Diehl, D. K. (2018) · Quality & Quantity · doi:10.1007/s11135-018-0787-5 · Cited by 25 · see citing works
What’s not to like? Negations in brand messages increase consumer engagement
Pezzuti, T., & Leonhardt, J. M. (2022) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-022-00894-3 · Cited by 25 · see citing works
Li, C., Cui, G., & He, Y. (2020) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2020.102560 · Cited by 24 · see citing works
Introducing rLSM: An integrated metric assessing temporal reciprocity in language style matching
Müller-Frommeyer, L. C., Frommeyer, N. A. M., & Kauffeld, S. (2018) · Behavior Research Methods · doi:10.3758/s13428-018-1078-8 · Cited by 23 · see citing works
- Authors
- Ireland, M. E., & Pennebaker, J. W.
- Affiliations
- The University of Texas at Austin (US)
- Venue
- Journal of Personality and Social Psychology
- Published
- 2010-09
- Volume
- 99
- Issue
- 3
- Pages
- 549-571
- ISSN
- 0022-3514 (ISSN-L)
- 1939-1315
- OpenAlex
- W2152198378
- Cited by
- 380
- References
- 123
- Citations by year
- 2026: 29 · 2025: 39 · 2024: 37 · 2023: 33 · 2022: 32 · 2021: 15 · 2020: 38 · 2019: 24 · 2018: 20 · 2017: 15 · 2016: 25 · 2015: 15 · 2014: 17 · 2013: 18 · 2012: 15
- FWCI
- 13.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Personality and Social Psychology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Army Research Institute (W91WAW-07-C-0029)
- Counterintelligence Field Activity (H9c104-07-C-0014)
- Study of Terrorism and Responses to Terrorism (Z934002)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Authorship Attribution and Profiling
- Social Sciences › Psychology › Social Psychology › Mental Health via Writing
- Social Sciences › Psychology › Social Psychology › Attachment and Relationship Dynamics
- Keywords
- language style matching, function words, essay writing, poetry, social synchrony, interpersonal relationships, social influence, gender differences, socioeconomic status, test performance, popular fiction, professional writing, Elizabeth Barrett Browning
- MeSH terms
- Adolescent, Adult, Educational Status, Female, Humans, Language, Linguistics, Literature, Male, Poetry as Topic, Psychometrics, Socioeconomic Factors, Students, Texas, Writing, Correspondence as Topic, Sex Distribution, Intention, Young Adult
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