The DOI matches its Crossref record; 53 of the 54 references it cites were found in a registry or an index.
Gender Differences in Language Use: An Analysis of 14,000 Text Samples
Abstract
Differences in the ways that men and women use language have long been of interest in the study of discourse. Despite extensive theorizing, actual empirical investigations have yet to converge on a coherent picture of gender differences in language. A significant reason is the lack of agreement over the best way to analyze language. In this research, gender differences in language use were examined using standardized categories to analyze a database of over 14,000 text files from 70 separate studies. Women used more words related to psychological and social processes. Men referred more to object properties and impersonal topics. Although these effects were largely consistent across different contexts, the pattern of variation suggests that gender differences are larger on tasks that place fewer constraints on language use.
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“For example, multiple studies report that emoticons (i.e. ‘:)’ ‘:-(‘) are used more often by females [34], [36], [38], but Huffaker & Calvert found males use them more in a sample of 100 teenage bloggers [39].”
From Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013) · cites this paper as [34]
In the citing paper
“Males used more swear words, object references (e.g., ‘xbox’ and swear words) [34], [89].”
From Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013) · cites this paper as [34]
In the citing paper
“they mention more psychological and social processes [34] (e.g., ‘love you’ and ‘3’ –a heart)”
From Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013) · cites this paper as [34]
In the citing paper
“Males used more swear words, object references (e.g., ‘xbox’ and swear words) [34], [89].”
From Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013) · cites this paper as [34]
Citations
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,845
Cohen, J. (1992) · Psychological Bulletin · doi:10.1037//0033-2909.112.1.155 · Cited by 8,771
Variation across Speech and Writing
Biber, D. (1988) · doi:10.1017/cbo9780511621024 · Cited by 5,227
Who is this "We"? Levels of collective identity and self representations.
Brewer, M. B., & Gardner, W. (1996) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.71.1.83 · Cited by 3,401 · cited 2×
“The absence of a difference in first-person plural may indicate that the word “we” is not a simple marker of a communal, interdependent mindset (cf. Brewer & Gardner, 1996), rather than indicating doubts about whether women really are rapport oriented.”
BackgroundBulletin of the Menninger Clinic
(1989) · Psychiatric Bulletin · doi:10.1192/pb.13.12.698-a · Cited by 3,380
Lakoff, R. (1973) · Language in Society · doi:10.1017/s0047404500000051 · Cited by 3,138
Psychological Aspects of Natural Language Use: Our Words, Our Selves
Pennebaker, J. W., Mehl, M. R., & Niederhoffer, K. G. (2003) · Annual Review of Psychology · doi:10.1146/annurev.psych.54.101601.145041 · Cited by 2,624
Self-citationLinguistic 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
Self-citationBiber, D., Conrad, S., & Reppen, R. (1998) · Cambridge University Press eBooks · doi:10.1017/cbo9780511804489 · Cited by 1,501
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 1,489
Self-citationCorpus linguistics : investigating language structure and use
Biber, D., Conrad, S., & Reppen, R. (2006) · Cited by 1,480
Positive emotions in early life and longevity: Findings from the nun study.
Danner, D. D., Snowdon, D. A., & Friesen, W. V. (2001) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.80.5.804 · Cited by 1,406
Scott, A., & Lakoff, R. T. (1976) · The English Journal · doi:10.2307/814504 · Cited by 1,398
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
Self-citationFreed, A. F. (1997) · Language · doi:10.2307/416031 · Cited by 1,007
The New Handbook of Language and Social Psychology
Giles, H., & Robinson, W. P. (2001) · Medical Entomology and Zoology · Cited by 738
Holmes, J. (2013) · doi:10.4324/9781315845722 · Cited by 720
Handbook of Language and Social Psychology
Myers‐Scotton, C., Giles, H., & Robinson, W. P. (1992) · Language · doi:10.2307/416867 · Cited by 672
Automatically Categorizing Written Texts by Author Gender
Koppel, M. (2002) · Literary and Linguistic Computing · doi:10.1093/llc/17.4.401 · Cited by 623
The science and politics of comparing women and men.
Eagly, A. H. (1995) · American Psychologist · doi:10.1037/0003-066x.50.3.145 · Cited by 606
Gender and Democracy in Computer-Mediated Communication
Herring, S. (1995) · Computerization and Controversy, 2nd Ed. · doi:10.1016/b978-0-12-415040-9.50121-4 · Cited by 535
(2007) · Cited by 521
Self-citationWords 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
Self-citationMehl, M. R., & Pennebaker, J. W. (2003) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.84.4.857 · Cited by 508 · cited 8×
“Women’s greater use of pronouns mirrored previous work, and the finding that women used more certainty words parallels earlier discoveries that women used more intensive adverbs (Biber et al., 1998; McMillan et al., 1977; Mehl & Pennebaker, 2003; Mulac et al., 2000).”
BackgroundMethodResultInfluentialEmpirical support for the gender-as-culture hypothesis.
Mulac, A., Bradac, J. J., & Gibbons, P. (2001) · Human Communication Research · doi:10.1111/j.1468-2958.2001.tb00778.x · Cited by 330
Power displays between women and men in discussions of gender-linked tasks: A multichannel study.
Dovidio, J. F., Brown, C. E., Heltman, K., Ellyson, S. L., & Keating, C. F. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.55.4.580 · Cited by 295
Language Use and Personality during Crises: Analyses of Mayor Rudolph Giuliani's Press Conferences
Pennebaker, J. W., & Lay, T. C. (2002) · Journal of Research in Personality · doi:10.1006/jrpe.2002.2349 · Cited by 280
Self-citationGender, Language and Discourse
Weatherall, A. (2005) · Routledge eBooks · doi:10.4324/9780203988817 · Cited by 271
The question of tag questions in women's speech: they don't really use more of them, do they?↓
Dubois, B. L., & Crouch, I. M. (1975) · Language in Society · doi:10.1017/s0047404500006680 · Cited by 230
Mulac, A., Wiemann, J. M., Widenmann, S. J., & Gibson, T. W. (1988) · Communication Monographs · doi:10.1080/03637758809376175 · Cited by 217
Women's language: Uncertainty or interpersonal sensitivity and emotionality?
McMillan, J. R., Clifton, A. K., McGrath, D., & Gale, W. S. (1977) · Sex Roles · doi:10.1007/bf00287838 · Cited by 201
Literary and Linguistic Computing
Archive, O. J. D. (2009) · Cited by 188
Predicting gender from electronic discourse
Thomson, R., & Murachver, T. (2001) · British Journal of Social Psychology · doi:10.1348/014466601164812 · Cited by 179
The female register: an empirical study of Lakoff's hypotheses
Crosby, F. J., & NYQUIST, L. V. (1977) · Language in Society · doi:10.1017/s0047404500005030 · Cited by 177
Gender, Language and Discourse
(2004) · Women in Management Review · doi:10.1108/09649420410525324 · Cited by 174
Oberlander, J., & Gill, A. J. (2006) · Discourse Processes · doi:10.1207/s15326950dp4203_1 · Cited by 140
(1981) · PubMed · Cited by 125
Verbal Behavior: Adaptation and Psychopathology
Shapiro, T. (1982) · American Journal of Psychiatry · doi:10.1176/ajp.139.8.1069 · Cited by 104
Linguistic Contributors to the Gender-Linked Language Effect
Mulac, A., & Lundell, T. L. (1986) · Journal of Language and Social Psychology · doi:10.1177/0261927x8652001 · Cited by 102
The folk‐linguistics of women's speech: An empirical examination
Bradley, P. H. (1981) · Communication Monographs · doi:10.1080/03637758109376048 · Cited by 95
Mulac, A., & Lundell, T. L. (1994) · Language & Communication · doi:10.1016/0271-5309(94)90007-8 · Cited by 92
Mulac, A., Lundell, T. L., & Bradac, J. J. (1986) · Communication Monographs · doi:10.1080/03637758609376131 · Cited by 86
Verbal Behavior: Adaptation and Psychopathology
Brown, S. R., & Weintraub, W. (1984) · Political Psychology · doi:10.2307/3790837 · Cited by 81
The gender-linked language effect in primary and secondary students' impromptu essays
Mulac, A., Studley, L. B., & Blau, S. (1990) · Sex Roles · doi:10.1007/bf00289762 · Cited by 79
Psychotherapy of Neurotic Character
Shapiro, D. L. (1989) · Cited by 71
Style and Content in E-Mails and Letters to Male and Female Friends
Colley, A. M., Todd, Z., Bland, M., Holmes, M. E., Khanom, N., & Pike, H. (2004) · Journal of Language and Social Psychology · doi:10.1177/0261927x04266812 · Cited by 67
Gender-Linked Linguistic Behavior in Television Interviews
Brownlow, S., Rosamond, J. A., & Parker, J. A. (2003) · Sex Roles · doi:10.1023/a:1024404812972 · Cited by 57
Female and Male Managers’ and Professionals’ Criticism Giving
Mulac, A., Seibold, D. R., & Farris, J. L. (2000) · Journal of Language and Social Psychology · doi:10.1177/0261927x00019004001 · Cited by 53
Social Class, Sex and Linguistic Coding
Poole, M. E. (1979) · Language and Speech · doi:10.1177/002383097902200104 · Cited by 36
Intelligence, and measures of inhibition and time sense
Levine, M., Spivack, G., Fuschillo, J., & Tavernier, A. (1959) · Journal of Clinical Psychology · doi:10.1002/1097-4679(195904)15:2 · Cited by 29
Psychotherapy of Neurotic Character
Esman, A. H. (1990) · American Journal of Psychiatry · doi:10.1176/ajp.147.6.802 · Cited by 29
Grafton, S. (1994) · Medical Entomology and Zoology · Cited by 3
Research works printed but not linked: 4
- Carr C., 1996, The Alienist
- Chung C. K., 2007, Social communication, 343
- Pennebaker J. W., 2001, Linguistic Inquiry and Word Count (LIWC): LIWC2001
- Strainchamps E., 1971, Woman in sexist society, 240
Cited by
Sorted by citations
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
“A meta-analysis of the texts from many studies shows that that the largest language differences between males and females are in the complexity of the language used and the degree of social references (Newman, Groom, Handelman, & Pennebaker, 2008).”
Self-citationLinguistic Inquiry and Word Count (LIWC)
Chung, C. K., & Pennebaker, J. W. (2012) · IGI Global eBooks · doi:10.4018/978-1-60960-741-8.ch012 · Cited by 2,215
Self-citationNorms of valence, arousal, and dominance for 13,915 English lemmas
Warriner, A. B., Kuperman, V., & Brysbaert, M. (2013) · Behavior Research Methods · doi:10.3758/s13428-012-0314-x · Cited by 1,959
Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach
Schwartz, H. A., Eichstaedt, J. C., Kern, M. L., Dziurzynski, L., Ramones, S. M., Agrawal, M., Shah, A., Kosinski, M., Stillwell, D., Seligman, M. E. P., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073791 · Cited by 1,700
“, ‘excited’), and first-person singulars [88], and they mention more psychological and social processes [34] (e.”
BackgroundMethodEvidence that gendered wording in job advertisements exists and sustains gender inequality.
Gaucher, D. M., Friesen, J. P., & Kay, A. C. (2011) · Journal of Personality and Social Psychology · doi:10.1037/a0022530 · Cited by 800
“This is consistent with previous research that has examined gender differences in language by coding for specific words (Newman et al., 2008).”
Metadata
- Authors
- Newman, M. L., Groom, C. J., Handelman, L. D., & Pennebaker, J. W.
- Affiliations
- Arizona State University (US)
- Department for Work and Pensions (GB)
- Oxford University Press (United Kingdom) (GB)
- The University of Texas at Austin (US)
- ORCID
- Pennebaker, James W.
- Venue
- Discourse Processes
- Publisher
- Informa UK Limited
- Published
- 2008-05-15
- Volume
- 45
- Issue
- 3
- Pages
- 211-236
- ISSN
- 0163-853X (ISSN-L)
- 1532-6950
- OpenAlex
- W2139875525
- Cited by
- 788
- References
- 54
- Citations by year
- 2026: 28 · 2025: 47 · 2024: 48 · 2023: 61 · 2022: 91 · 2021: 57 · 2020: 63 · 2019: 53 · 2018: 59 · 2017: 61 · 2016: 46 · 2015: 38 · 2014: 59 · 2013: 21 · 2012: 20
- FWCI
- 27.49
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Discourse Processes (publishedVersion)
- Topics
- Social Sciences › Gender Studies › Gender Studies in Language
- Social Sciences › Linguistics and Language › Discourse Analysis in Language Studies
- Social Sciences › Linguistics and Language › Linguistic Variation and Morphology
- Keywords
- gender differences in language, language use, women's language, men's language, text analysis, topic categories, object properties, discourse analysis
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