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Volumn 21, Issue 4, 2016, Pages 526-541

Tweeting negative emotion: An investigation of twitter data in the aftermath of violence on college campuses

Author keywords

Collective trauma; Isla vista massacre; LIWC; School shootings; Social media; Twitter

Indexed keywords

EMOTION; HUMAN; INFORMATION DISSEMINATION; INFORMATION PROCESSING; INTERNET; SOCIAL MEDIA; VIOLENCE;

EID: 85004010333     PISSN: 1082989X     EISSN: None     Source Type: Journal    
DOI: 10.1037/met0000099     Document Type: Article
Times cited : (62)

References (52)
  • 1
    • 43449097569 scopus 로고    scopus 로고
    • A useful methodological synergy? Combining critical discourse analysis and corpus linguistics to examine discourses of refugees and asylum seekers in the UK press
    • Baker, P., Gabrielatos, C., Khosravinik, M., KrzyZanowski, M., McEnery, T., & Wodak, R. (2008). A useful methodological synergy? Combining critical discourse analysis and corpus linguistics to examine discourses of refugees and asylum seekers in the UK press. Discourse & Society, 19, 273-306. http://dx.doi.org/10.1177/0957926508088962
    • (2008) Discourse & Society , vol.19 , pp. 273-306
    • Baker, P.1    Gabrielatos, C.2    Khosravinik, M.3    KrzyZanowski, M.4    McEnery, T.5    Wodak, R.6
  • 4
    • 7444222499 scopus 로고    scopus 로고
    • Linguistic markers of psychological change surrounding September 11, 2001
    • Cohn, M. A., Mehl, M. R., & Pennebaker, J. W. (2004). Linguistic markers of psychological change surrounding September 11, 2001. Psychological Science, 15, 687-693. http://dx.doi.org/10.1111/j.0956-7976.2004.00741.x
    • (2004) Psychological Science , vol.15 , pp. 687-693
    • Cohn, M.A.1    Mehl, M.R.2    Pennebaker, J.W.3
  • 5
    • 84856164136 scopus 로고    scopus 로고
    • Predicting the political alignment of Twitter users. Paper presented at 2011 IEEE International Conference on Privacy
    • (October). Boston, MA. Los Alamitos, CA: Conference Publishing Services. March 13, 2015, from IEEE Xplore
    • Conover, M. D., Gonçalves, B., Ratkiewicz, J., Flammini, A., & Menczer, F. (2011, October). Predicting the political alignment of Twitter users. Paper presented at 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, Boston, MA. Los Alamitos, CA: Conference Publishing Services. Retrieved March 13, 2015, from IEEE Xplore. http://dx.doi.org/10.1109/PASSAT/SocialCom.2011.34
    • (2011) Security, Risk and Trust and IEEE International Conference on Social Computing
    • Conover, M.D.1    Gonçalves, B.2    Ratkiewicz, J.3    Flammini, A.4    Menczer, F.5
  • 6
    • 84900420076 scopus 로고    scopus 로고
    • "Narco" emotions: Affect and desensitization in social media during the Mexican drug war
    • (April). Toronto, Canada. New York, NY: ACM. Retrieved December 2, 2014, from ACM Digital Library
    • De Choudhury, M., Monroy-Hernandez, A., & Mark, G. (2014, April). "Narco" emotions: Affect and desensitization in social media during the Mexican drug war. Paper presented at the SIGCHI Conference on Human Factors in Computing Systems, Toronto, Canada. New York, NY: ACM. Retrieved December 2, 2014, from ACM Digital Library. http://dx.doi.org/10.1145/2556288.2557197
    • (2014) Paper presented at the SIGCHI Conference on Human Factors in Computing Systems
    • De Choudhury, M.1    Monroy-Hernandez, A.2    Mark, G.3
  • 7
    • 82855168069 scopus 로고    scopus 로고
    • Temporal patterns of happiness and information in a global social network: Hedonometrics and Twitter
    • Dodds, P. S., Harris, K. D., Kloumann, I. M., Bliss, C. A., & Danforth, C. M. (2011). Temporal patterns of happiness and information in a global social network: Hedonometrics and Twitter. PLoS ONE, 6, e26752. http://dx.doi.org/10.1371/journal.pone.0026752
    • (2011) PLoS ONE , vol.6
    • Dodds, P.S.1    Harris, K.D.2    Kloumann, I.M.3    Bliss, C.A.4    Danforth, C.M.5
  • 8
    • 84927620433 scopus 로고    scopus 로고
    • Sadness shifts to anxiety over time and distance from the national tragedy in Newtown, CT
    • Doré, B., Ort, L., Braverman, O., & Ochsner, K. N. (2015). Sadness shifts to anxiety over time and distance from the national tragedy in Newtown, CT. Psychological Science, 26, 363-373. http://dx.doi.org/10.1177/0956797614562218
    • (2015) Psychological Science , vol.26 , pp. 363-373
    • Doré, B.1    Ort, L.2    Braverman, O.3    Ochsner, K.N.4
  • 11
    • 33750497841 scopus 로고    scopus 로고
    • Experimental disclosure and its moderators: A meta-analysis
    • Frattaroli, J. (2006). Experimental disclosure and its moderators: A meta-analysis. Psychological Bulletin, 132, 823-865. http://dx.doi.org/10.1037/0033-2909.132.6.823
    • (2006) Psychological Bulletin , vol.132 , pp. 823-865
    • Frattaroli, J.1
  • 14
    • 0242425765 scopus 로고    scopus 로고
    • The archival anatomy of a disaster: Media coverage and community-wide health effects of the Texas A&M bonfire tragedy
    • Gortner, E. M., & Pennebaker, J. W. (2003). The archival anatomy of a disaster: Media coverage and community-wide health effects of the Texas A&M bonfire tragedy. Journal of Social and Clinical Psychology, 22, 580-603. http://dx.doi.org/10.1521/jscp.22.5.580.22923
    • (2003) Journal of Social and Clinical Psychology , vol.22 , pp. 580-603
    • Gortner, E.M.1    Pennebaker, J.W.2
  • 17
    • 38049117845 scopus 로고    scopus 로고
    • Terrorism, acute stress, and cardiovascular health: A 3-year national study following the September 11th attacks
    • Holman, E. A., Silver, R. C., Poulin, M., Andersen, J., Gil-Rivas, V., & McIntosh, D. N. (2008). Terrorism, acute stress, and cardiovascular health: A 3-year national study following the September 11th attacks. Archives of General Psychiatry, 65, 73-80. http://dx.doi.org/10.1001/archgenpsychiatry.2007.6
    • (2008) Archives of General Psychiatry , vol.65 , pp. 73-80
    • Holman, E.A.1    Silver, R.C.2    Poulin, M.3    Andersen, J.4    Gil-Rivas, V.5    McIntosh, D.N.6
  • 19
    • 0034651977 scopus 로고    scopus 로고
    • Permutation tests for joinpoint regression with applications to cancer rates
    • Kim, H. J., Fay, M. P., Feuer, E. J., & Midthune, D. N. (2000). Permutation tests for joinpoint regression with applications to cancer rates. Statistics in Medicine, 19, 335-351. http://dx.doi.org/10.1002/(sici)1097-0258(20000215)19:3%3C335::aid-sim336%3E3.0.co;2-z
    • (2000) Statistics in Medicine , vol.19 , pp. 335-351
    • Kim, H.J.1    Fay, M.P.2    Feuer, E.J.3    Midthune, D.N.4
  • 20
    • 0017360990 scopus 로고
    • The measurement of observer agreement for categorical data
    • Landis, J. R., & Koch, G. G. (1977). The measurement of observer agreement for categorical data. Biometrics, 33, 159-174. http://dx.doi.org/10.2307/2529310
    • (1977) Biometrics , vol.33 , pp. 159-174
    • Landis, J.R.1    Koch, G.G.2
  • 21
    • 85002339062 scopus 로고    scopus 로고
    • The mental health consequences of mass shootings
    • Advance online publication
    • Lowe, S. R., & Galea, S. (2015). The mental health consequences of mass shootings. Trauma, Violence & Abuse. Advance online publication. http://dx.doi.org/10.1177/1524838015591572
    • (2015) Trauma, Violence & Abuse
    • Lowe, S.R.1    Galea, S.2
  • 22
    • 33947389682 scopus 로고    scopus 로고
    • Mining large corpora for social information: The case of elderly
    • Mautner, G. (2007). Mining large corpora for social information: The case of elderly. Language in Society, 36, 51-72. http://dx.doi.org/10.1017/0S0047404507070030
    • (2007) Language in Society , vol.36 , pp. 51-72
    • Mautner, G.1
  • 24
    • 84880012989 scopus 로고    scopus 로고
    • Twitter and disasters: The uses of Twitter during the 2010 Pakistan floods
    • Murthy, D., & Longwell, S. A. (2013). Twitter and disasters: The uses of Twitter during the 2010 Pakistan floods. Information, Communication and Society, 16, 837-855. http://dx.doi.org/10.1080/1369118X.2012.696123
    • (2013) Information, Communication and Society , vol.16 , pp. 837-855
    • Murthy, D.1    Longwell, S.A.2
  • 25
    • 0036751340 scopus 로고    scopus 로고
    • 60, 000 disaster victims speak: Part I. An empirical review of the empirical literature, 1981-2001
    • Norris, F. H., Friedman, M. J., Watson, P. J., Byrne, C. M., Diaz, E., & Kaniasty, K. (2002). 60, 000 disaster victims speak: Part I. An empirical review of the empirical literature, 1981-2001. Psychiatry, 65, 207-239. http://dx.doi.org/10.1521/psyc.65.3.207.20173
    • (2002) Psychiatry , vol.65 , pp. 207-239
    • Norris, F.H.1    Friedman, M.J.2    Watson, P.J.3    Byrne, C.M.4    Diaz, E.5    Kaniasty, K.6
  • 26
    • 0037036703 scopus 로고    scopus 로고
    • Research on the mental health effects of terrorism
    • North, C. S., & Pfefferbaum, B. (2002). Research on the mental health effects of terrorism. Journal ofthe American Medical Association, 288, 633-636. http://dx.doi.org/10.1001/jama.288.5.633
    • (2002) Journal ofthe American Medical Association , vol.288 , pp. 633-636
    • North, C.S.1    Pfefferbaum, B.2
  • 27
    • 0030699064 scopus 로고    scopus 로고
    • One-year follow-up of survivors of a mass shooting
    • North, C. S., Smith, E. M., & Spitznagel, E. L. (1997). One-year follow-up of survivors of a mass shooting. The American Journal ofPsychiatry, 154, 1696-1702. http://dx.doi.org/10.1176/ajp.154.12.1696
    • (1997) The American Journal ofPsychiatry , vol.154 , pp. 1696-1702
    • North, C.S.1    Smith, E.M.2    Spitznagel, E.L.3
  • 28
    • 84878843190 scopus 로고    scopus 로고
    • Internet banging: New trends in social media, gang violence, masculinity and hip hop
    • Patton, D. U., Eschmann, R. D., & Butler, D. A. (2013). Internet banging: New trends in social media, gang violence, masculinity and hip hop. Computers in Human Behavior, 29, A54-A59. http://dx.doi.org/10.1016/j.chb.2012.12.035
    • (2013) Computers in Human Behavior , vol.29 , pp. A54-A59
    • Patton, D.U.1    Eschmann, R.D.2    Butler, D.A.3
  • 30
    • 0000042050 scopus 로고    scopus 로고
    • Cognitive, emotional, and language processes in disclosure
    • Pennebaker, J. W., & Francis, M. E. (1996). Cognitive, emotional, and language processes in disclosure. Cognition and Emotion, 10, 601-626. http://dx.doi.org/10.1080/026999396380079
    • (1996) Cognition and Emotion , vol.10 , pp. 601-626
    • Pennebaker, J.W.1    Francis, M.E.2
  • 31
    • 0033252854 scopus 로고    scopus 로고
    • Linguistic styles: Language use as an individual difference
    • Pennebaker, J. W., & King, L. A. (1999). Linguistic styles: Language use as an individual difference. Journal ofPersonality and Social Psychology, 77, 1296-1312. http://dx.doi.org/10.1037/0022-3514.77.6.1296
    • (1999) Journal ofPersonality and Social Psychology , vol.77 , pp. 1296-1312
    • Pennebaker, J.W.1    King, L.A.2
  • 32
    • 0042609977 scopus 로고    scopus 로고
    • Psychological aspects of natural language use: Our words, our selves
    • Pennebaker, J. W., Mehl, M. R., & Niederhoffer, K. G. (2003). Psychological aspects of natural language use: Our words, our selves. Annual Review ofPsychology, 54, 547-577. http://dx.doi.org/10.1146/annurev.psych.54.101601.145041
    • (2003) Annual Review ofPsychology , vol.54 , pp. 547-577
    • Pennebaker, J.W.1    Mehl, M.R.2    Niederhoffer, K.G.3
  • 33
    • 36749018055 scopus 로고    scopus 로고
    • Estimating the impact of state policies and institutions with mixed-level data
    • Primo, D. M., Jacobsmeier, M. L., & Milyo, J. (2007). Estimating the impact of state policies and institutions with mixed-level data. State Politics & Policy Quarterly, 7, 446-459. http://dx.doi.org/10.1177/153244000700700405
    • (2007) State Politics & Policy Quarterly , vol.7 , pp. 446-459
    • Primo, D.M.1    Jacobsmeier, M.L.2    Milyo, J.3
  • 34
    • 84964927929 scopus 로고    scopus 로고
    • Vienna, Austria: R Foundation for Statistical Computing
    • R Core Team. (2015). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from https://www.R-project.org/
    • (2015) R: A language and environment for statistical computing
  • 35
    • 84893569109 scopus 로고    scopus 로고
    • Happy tweets: Christians are happier, more socially connected, and less analytical than atheists on Twitter
    • Ritter, R. S., Preston, J. L., & Hernandez, I. (2013). Happy tweets: Christians are happier, more socially connected, and less analytical than atheists on Twitter. Social Psychological & Personality Science, 5, 243-249. http://dx.doi.org/10.1177/1948550613492345
    • (2013) Social Psychological & Personality Science , vol.5 , pp. 243-249
    • Ritter, R.S.1    Preston, J.L.2    Hernandez, I.3
  • 36
    • 10944248381 scopus 로고    scopus 로고
    • Language use of depressed and depression-vulnerable college students
    • Rude, S., Gortner, E. M., & Pennebaker, J. (2004). Language use of depressed and depression-vulnerable college students. Cognition and Emotion, 18, 1121-1133. http://dx.doi.org/10.1080/02699930441000030
    • (2004) Cognition and Emotion , vol.18 , pp. 1121-1133
    • Rude, S.1    Gortner, E.M.2    Pennebaker, J.3
  • 38
    • 84884541833 scopus 로고    scopus 로고
    • 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., Ungar, L. H. (2013). Personality, gender, and age in the language of social media: The open-vocabulary approach. PLoS ONE, 8, e73791. http://dx.doi.org/10.1371/journal.pone.0073791
    • (2013) PLoS ONE , vol.8
    • Schwartz, H.A.1    Eichstaedt, J.C.2    Kern, M.L.3    Dziurzynski, L.4    Ramones, S.M.5    Agrawal, M.6    Ungar, L.H.7
  • 39
  • 40
    • 48349108139 scopus 로고    scopus 로고
    • Expressing thoughts and feelings following a collective trauma: Immediate responses to 9/11 predict negative outcomes in a national sample
    • Seery, M. D., Silver, R. C., Holman, E. A., Ence, W. A., & Chu, T. Q. (2008). Expressing thoughts and feelings following a collective trauma: Immediate responses to 9/11 predict negative outcomes in a national sample. Journal of Consulting and Clinical Psychology, 76, 657-667. http://dx.doi.org/10.1037/0022-006X.76.4.657
    • (2008) Journal of Consulting and Clinical Psychology , vol.76 , pp. 657-667
    • Seery, M.D.1    Silver, R.C.2    Holman, E.A.3    Ence, W.A.4    Chu, T.Q.5
  • 42
    • 2442476198 scopus 로고    scopus 로고
    • Conducting research after the 9/11 terrorist attacks: Challenges and results
    • Silver, R. C. (2004). Conducting research after the 9/11 terrorist attacks: Challenges and results. Families, Systems & Health, 22, 47-51. http://dx.doi.org/10.1037/1091-7527.22.1.47
    • (2004) Families, Systems & Health , vol.22 , pp. 47-51
    • Silver, R.C.1
  • 43
    • 0036373772 scopus 로고    scopus 로고
    • Trauma in real time: Talking and avoiding online conversations about the death of Princess Diana
    • Stone, L. D., & Pennebaker, J. W. (2002). Trauma in real time: Talking and avoiding online conversations about the death of Princess Diana. Basic and Applied Social Psychology, 24, 173-183. http://dx.doi.org/10.1207/S15324834BASP2403_1
    • (2002) Basic and Applied Social Psychology , vol.24 , pp. 173-183
    • Stone, L.D.1    Pennebaker, J.W.2
  • 44
    • 84914117704 scopus 로고    scopus 로고
    • Terse messaging and public health in the midst of natural disasters: The case of the Boulder floods
    • Sutton, J., League, C., Sellnow, T. L., & Sellnow, D. D. (2015). Terse messaging and public health in the midst of natural disasters: The case of the Boulder floods. Health Communication, 30, 135-143. http://dx.doi.org/10.1080/10410236.2014.974124
    • (2015) Health Communication , vol.30 , pp. 135-143
    • Sutton, J.1    League, C.2    Sellnow, T.L.3    Sellnow, D.D.4
  • 45
    • 84905814389 scopus 로고    scopus 로고
    • Terse message amplification in the Boston Bombing response
    • (May). University Park, PA. University Park, PA: The Pennsylvania State University. December 4, 2014, from Institute of Translational Health Sciences Database
    • Sutton, J., Spiro, E. S., Fitzhugh, S., Johnson, B., Gibson, B., & Butts, C. T. (2014, May). Terse message amplification in the Boston Bombing response. Paper presented at the 11th International Conference on Information Systems for Crisis Response and Management, University Park, PA. University Park, PA: The Pennsylvania State University. Retrieved December 4, 2014, from Institute of Translational Health Sciences Database.
    • (2014) The 11th International Conference on Information Systems for Crisis Response and Management
    • Sutton, J.1    Spiro, E.S.2    Fitzhugh, S.3    Johnson, B.4    Gibson, B.5    Butts, C.T.6
  • 46
    • 84945942743 scopus 로고    scopus 로고
    • Twitter language use reflects psychological differences between Democrats and Republicans
    • Sylwester, K., & Purver, M. (2015). Twitter language use reflects psychological differences between Democrats and Republicans. PLoS ONE, 10, e0137422. http://dx.doi.org/10.1371/journal.pone.0137422
    • (2015) PLoS ONE , vol.10
    • Sylwester, K.1    Purver, M.2
  • 47
    • 77649253939 scopus 로고    scopus 로고
    • The psychological meaning of words: LIWC and computerized text analysis methods
    • Tausczik, Y. R., & Pennebaker, J. W. (2010). The psychological meaning of words: LIWC and computerized text analysis methods. Journal of Language and Social Psychology, 29, 24-54. http://dx.doi.org/10.1177/0261927X09351676
    • (2010) Journal of Language and Social Psychology , vol.29 , pp. 24-54
    • Tausczik, Y.R.1    Pennebaker, J.W.2
  • 48
    • 0001508790 scopus 로고
    • Regression-discontinuity analysis: An alternative to the ex post facto experiment
    • Thistlethwaite, D., & Campbell, D. (1960). Regression-discontinuity analysis: An alternative to the ex post facto experiment. Journal of Educa-tional Psychology, 51, 309-317. http://dx.doi.org/10.1037/h0044319
    • (1960) Journal of Educa-tional Psychology , vol.51 , pp. 309-317
    • Thistlethwaite, D.1    Campbell, D.2
  • 49
    • 85004195627 scopus 로고    scopus 로고
    • UCLA Statistical Consulting Group. (2015). Regression with Stata: Beyond OLS. Retrieved from http://www.ats.ucla.edu/stat/stata/webbooks/reg/chapter4/statareg4.htm
    • (2015) Regression with Stata: Beyond OLS
  • 50
    • 84947457489 scopus 로고    scopus 로고
    • Inferring latent user properties from texts published in social media
    • (April). Austin, TX. Palo Alto, CA: AAAI Press. October 15, 2015 from AAAI Publications Library
    • Volkova, S., Bachrach, Y., Armstrong, M., & Sharma, V. (2015, April). Inferring latent user properties from texts published in social media. Paper presented at the Twenty-Ninth AAAI Conference on Artificial Intelligence, Austin, TX. Palo Alto, CA: AAAI Press. Retrieved October 15, 2015 from AAAI Publications Library.
    • (2015) The Twenty-Ninth AAAI Conference on Artificial Intelligence
    • Volkova, S.1    Bachrach, Y.2    Armstrong, M.3    Sharma, V.4
  • 51
    • 71149112134 scopus 로고    scopus 로고
    • A community responds to collective trauma: An ecological analysis of the James Byrd murder in Jasper, TX
    • Wicke, T., & Silver, R. C. (2009). A community responds to collective trauma: An ecological analysis of the James Byrd murder in Jasper, TX. American Journal of Community Psychology, 44, 233-248. http://dx.doi.org/10.1007/s10464-009-9262-8
    • (2009) American Journal of Community Psychology , vol.44 , pp. 233-248
    • Wicke, T.1    Silver, R.C.2
  • 52
    • 84924769582 scopus 로고    scopus 로고
    • Conservatives report, but liberals display, greater happiness
    • Wojcik, S. P., Hovasapian, A., Graham, J., Motyl, M., & Ditto, P. H. (2015). Conservatives report, but liberals display, greater happiness. Science, 347, 1243-1246. http://dx.doi.org/10.1126/science.1260817
    • (2015) Science , vol.347 , pp. 1243-1246
    • Wojcik, S.P.1    Hovasapian, A.2    Graham, J.3    Motyl, M.4    Ditto, P.H.5


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