Research and Trends in the Field of Social Media from 2012 to 2016: A Content Analysis of Studies in Selected Journals
- Uğur Bakan Izmir Kâtip Çelebi University (Turquía)
- Turgay Han Ordu University (Turquía)
Abstract
This paper aims at making a trend analysis of 1142 studies in the field of social media that were published in 12 SSCI journals from 2012 to 2016. Citation and content analyses were used to investigate the trends. Among the 4391 articles published in these journals, 1142 articles were identified as being related to the topic of social media. In the analysis, first, these articles were crossanalyzed by published years, journal, research topic, and citation count. Next, these articles on different sub-topics were analyzed according to their research settings, participants, research design types, and research methods.
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Ahn, J. (2012). Teenagers and social network sites: Do off-line inequalities predict their online social networks? First Monday, 17(1). doi:10.5210/fm.v17i1.3752
Aksnes, D. W. (2003). Characteristics of highly cited papers. Research Evaluation, 12(3), 159–170. doi:10.3152/147154403781776645.
Alias, N.; DeWitt, D.; Siraj, S.; Kamaruddin, S.N.A.S. & Daud, M.K.A (2013a). Content Analysis of Wikis in Selected Journals from 2007 to 2012. Procedia - Social and Behavioral Sciences, 103(26), 28-36. doi:10.1016/j.sbspro.2013.10.303
Alias, N.; Razak, S. H. A.; elHadad, G.; Kunjambu, N. R. M. N. K. & Muniandy, P. (2013b). A Content Analysis in the Studies of YouTube in Selected Journals. Procedia - Social and Behavioral Sciences, 103, 10–18. doi:10.1016/j.sbspro.2013.10.301
An, S. & Cheng, I. (2010). Crisis communication research in public relations journals: Tracking research trends over thirty years. In W. T. Coombs & S. J. Holladay (Ed.), The Handbook of Crisis Communication (pp. 65–90). Malden, MA: Wiley-Blackwell.
Antonakis, J. & Lalive, R. (2008). Quantifying scholarly impact: IQp versus the Hirsch h. Journal of the American Society for Information Science and Technology, 59(6), 956–969.
Aydın, S. (2014). Wikis as a tool for collaborative learning Implications for literacy language education and multilingualism. Sustainable Multilingualism, 5(1), 207–236. doi:10.7220/2335-2027.5.8
Balaban, A. T. (2012). Positive and negative aspects of citation indices and Journal Impact Factors. Scientometrics, 92(2), 241–247.
Berkowitz, D. (1995). Communication in the age of virtual reality. Public Relations Review, 21(4), 358–359. doi:10.1016/0363-8111(95)90123-x
Bode, L. & Dalrymple, K. E. (2014). Politics in 140 Characters or Less: Campaign Communication, Network Interaction, and Political Participation on Twitter. Journal of Political Marketing, 15(4), 311–332. doi:10.1080/15377857.2014.959686
Bojović, S.; Matić, R.; Popović, Z.; Smiljanić, M.; Stefanović, M. & Vidaković, V. (2014). An overview of forestry journals in the period 2006–2010 as basis for ascertaining research trends, Scientometrics, 98(2), 1331–1346. doi: 10.1007/s11192-013-1171-9
Boyd, D.; M. & Ellison, N. B. (2007). Social Network Sites: Definition, History, and Scholarship. Journal of Computer-Mediated Communication, 13(1), 210–230. doi:10.1111/j.1083-6101.2007.00393.x
Braun, T.; Glänzel, W. & Schubert, A. (2006). A Hirsch-type index for journals. Scientometrics, 69(1), 169–173. doi:10.1007/s11192-006-0147-4
Campanario, J. M. (2014). Analysis of the distribution of cited journals according to their positions in the h-core of citing journal listed in Journal Citation Reports. Journal of Informetrics, 8(3), 534–545. doi:10.1016/j.joi.2014.04.007
Chadwick, A. (2006). Internet politics: states, citizens, and new communications technologies. Oxford University Press, New York.
Cho, C.-H. & Khang, H. (2006). The state of Internet-related research in communications, marketing, and advertising: 1994–2003. Journal of Advertising, 35(3), 143–163.
Cohen, J. (1960). A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1), 37–46. doi:10.1177/001316446002000104
Cooper, R.; Potter, W. J.; & Dupagne, M. (1994). A status report on methods used in mass communication research. Journalism Educator, 48(4), 54–61.
Correa, T.; Hinsley, A. W.; & de Zúñiga, H. G. (2010). Who interacts on the Web?: The intersection of users’ personality and social media use. Computers in Human Behavior, 26(2), 247–253. doi:10.1016/j.chb.2009.09.003
Darmani, A.; Dwaikat, N.; & Ramirez Portilla, A. (2013). Twelve Years of Scholarly Research: Content and Trend Analysis of the Journal Creativity and Innovation Management. In IAMOT 2013 Proceedings, Porto Alegre, Brazil.
Domröse, C. M.; Keyver-Paik, M.-D.; Lorenzen, H.; Kuhn, W. C. & Mallmann, M. R. (2015). Development of Obstetrical and Gynecological Journals, 2007 To 2013: A Trend Analysis. Archives of Gynecology and Obstetrics, 293(2), 383–389. doi:10.1007/s00404-015-3818-7
Duhé, S. (2015). An overview of new media research in public relations journals from 1981 to 2014. Public Relations Review, 41(2), 153–169. doi:10.1016/j.pubrev.2014.11.002
Ekström, M. & Sveningsson, M. (2017). Young people’s experiences of political membership: from political parties to Facebook groups. Information, Communication & Society, 1–17. doi:10.1080/1369118x.2017.1358294
Elango, B. & Ho, Y.-S. (2017). A Bibliometric Analysis of Highly Cited Papers from India in Science Citation Index Expanded. Current Science, 112(08), 1653. doi:10.18520/cs/v112/i08/1653-1658
Ellison, N. B.; Steinfield, C. & Lampe, C. (2007). The Benefits of Facebook “Friends:” Social Capital and College Students’ Use of Online Social Network Sites. Journal of Computer-Mediated Communication, 12(4), 1143–1168. doi:10.1111/j.1083-6101.2007.00367.x
Etter, J.-F. & Stapleton, J. (2009). Citations to trials of nicotine replacement therapy were biased toward positive results and high-impact-factor journals. Journal of Clinical Epidemiology, 62(8), 831–837. doi:10.1016/j.jclinepi.2008.09.015
Feeley, T. H. (2008). A Bibliometric Analysis of Communication Journals from 2002 to 2005. Human Communication Research, 34(3), 505–520. doi:10.1111/j.1468-2958.2008.00330.x
Foo, J.Y.A. (2009). The Retrospective Analysis of Bibliographical Trends for Nine Biomedical Engineering Journals from 1999 to 2007. Annals of Biomedical Engineering, 37(7), 1474–1481. doi: 10.1007/s10439-009-9700-7
Garfield, E. (1987). 100 citation classics from the Journal of the American Medical Association. JAMA: The Journal of the American Medical Association, 257(1), 52–59. doi:10.1001/jama.257.1.52
Goodwin, J. & Garfield, E. (1980). Citation Indexing-Its Theory and Application in Science, Technology, and Humanities. Technology and Culture, 21(4), 714-715. doi:10.2307/3104125
Ha, J. H. & Boynton, L. (2013). Has Crisis Communication Been Studied Using an Interdisciplinary Approach? A 20-Year Content Analysis of Communication Journals. International Journal of Strategic Communication, 8(1), 29–44. doi:10.1080/1553118x.2013.850694
Harvey, D. (1990). The condition of postmodernity: An Enquiry into the Origins of Cultural Change. Oxford: Blackwell.
Houser, E. T. (1996). The Evaluative Use of Citation Analysis for Communication Journals. Human Communication Research, 22(4), 563–574. doi:10.1111/j.1468-2958.1996.tb00379.x
Hsieh, H-F. & Shannon, S.E. (2005). Three Approaches to Qualitative Content Analysis. Qualitative health Research, 15(9), 1277-1288.
Huang, M.-H. & Chang, Y.-W. (2011). A study of interdisciplinarity in information science: using direct citation and co-authorship analysis. Journal of Information Science, 37(4), 369–378. doi:10.1177/0165551511407141
Jiang, J.; Woosnam, K. M. & Draper, J. (2014). Structural elements of articles and diachronous citation analysis among top-ranking tourism journals (1990–2010). Tourism Management Perspectives, 12, 48–56. doi:10.1016/j.tmp.2014.06.004
Judge, T. A.; Cable, D. M.; Colbert, A. E. & Rynes, S. L. (2007). What causes a management article to be cited- Article, author, or journal? Academy of Management Journal, 50(3), 491–506. doi:10.5465/amj.2007.25525577
Kaplan, A. M. & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59–68. doi:10.1016/j.bushor.2009.09.003
Kaplan, A. M. & Haenlein, M. (2009). The fairyland of Second Life: Virtual social worlds and how to use them. Business Horizons, 52(6), 563–572. doi:10.1016/j.bushor.2009.07.002
Kim, S.-Y.; Choi, M.-I.; Reber, B. H. & Kim, D. (2014). Tracking public relations scholarship trends: Using semantic network analysis on PR Journals from 1975 to 2011. Public Relations Review, 40(1), 116–118. doi:10.1016/j.pubrev.2013.11.017
Khang, H.; Ki, E.-J. & Ye, L. (2012). Social Media Research in Advertising, Communication, Marketing, and Public Relations, 1997–2010. Journalism & Mass Communication Quarterly, 89(2), 279–298. doi:10.1177/1077699012439853
Kousha, K. & Thelwall, M. (2007). How is science cited on the Web? A classification of google unique Web citations. Journal of the American Society for Information Science and Technology, 58(11), 1631–1644. doi:10.1002/asi.20649
Levine, T. R. (2010). Rankings and Trends in Citation Patterns of Communication Journals. Communication Education, 59(1), 41–51. doi:10.1080/03634520903296825
Leydesdorff, L. (2007). Caveats for the use of citation indicators in research and journal evaluations. Journal of the American Society for Information Science and Technology, 59(2), 278–287. doi:10.1002/asi.20743
Li, S. & Tang, S. (2012). Mass communication research on China from 2000 to 2010: A meta-analysis. Asian Journal of Communication, 22(4), 405-427.
Lo, V. & Wei, R. (2010). New media and political communication in Asia: a critical assessment of research on media and politics, 1988–2008. Asian Journal of Communication, 20(2), 264–275. doi:10.1080/01292981003693435
Lwin, M. O. & Salmon, C. T. (2015). A retrospective overview of health communication studies in Asia from 2000 to 2013. Asian Journal of Communication, 25(1), 1–13. doi:10.1080/01292986.2015.1009265
Maurer, H. & Khan, M.S. (2010). Research trends in the field of e-learning from 2003 to 2008, Interactive Technology and Smart Education, 7 (1), 5-18.
Marini, D.; Folgieri, R.; Gadia, D. & Rizzi, A. (2011). Virtual reality as a communication process. Virtual Reality, 16(3), 233–241. doi:10.1007/s10055-011-0200-3
Meho, L. I. & Yang, K. (2007). Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus Scopus and google scholar. Journal of the American Society for Information Science and Technology, 58(13), 2105–2125. doi:10.1002/asi.20677
Miller, A. N.; Deeter, C.; Trelstad, A.; Hawk, M.; Ingram, G. & Ramirez, A. (2013). Still the Dark Continent: A Content Analysis of Research about Africa and by African Scholars in 18 Major Communication-Related Journals. Journal of International and Intercultural Communication, 6(4), 317–333. doi:10.1080/17513057.2013.787112
Miyairi, N. & Chang, H.-W. (2012). Bibliometric characteristics of highly cited papers from Taiwan, 2000–2009. Scientometrics, 92(1), 197–205. doi:10.1007/s11192-012-0722-9
Moed, H. F. (2005). Citation analysis in research evaluation. New York: Kluwer Academic Publishers.
Moorhead, S. A.; Hazlett, D. E.; Harrison, L.; Carroll, J. K.; Irwin, A. & Hoving, C. (2013). A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication. Journal of Medical Internet Research, 15(4), e85. http://doi.org/10.2196/jmir.1933
Nam, Y. & Barnett, G. A. (2010). Communication media diffusion and substitutions: longitudinal trends from 1980 to 2005 in Korea. New Media & Society, 12(7), 1137–1155. doi:10.1177/1461444809356334
Nekmat, E.; Gower, K. K. & Ye, L. (2014). Status of Image Management Research in Public Relations: A Cross-Discipline Content Analysis of Studies Published Between 1991 and 2011. International Journal of Strategic Communication, 8(4), 276–293. doi:10.1080/1553118x.2014.907575
Newhagen, J. E. & Rafaeli, S. (1996). Why Communication Researchers Should Study the Internet: A Dialogue. Journal of Communication, 46(1), 4–13. doi:10.1111/j.1460-2466.1996.tb01458.x
Pasadeos, Y.; Berger, B. & Renfro, R. B. (2010). Public Relations as a Maturing Discipline: An Update on Research Networks. Journal of Public Relations Research, 22(2), 136–158. doi:10.1080/10627261003601390
Patience, G. S.; Patience, C. A.; Blais, B. & Bertrand, F. (2017). Citation analysis of scientific categories. Heliyon, 3(5), e00300. doi:10.1016/j.heliyon.2017.e00300
Perloff, R. M. (1976). Journalism research: A twenty-year perspective. Journalism Quarterly, 53(1), 123–126.
Porter, C. E. (2006). A Typology of Virtual Communities: A Multi-Disciplinary Foundation for Future Research. Journal of Computer-Mediated Communication, 10(1). doi:10.1111/j.1083-6101.2004.tb00228.x
Rohn, U. (2014). Cross-Border Connectivity through Social Network Sites. Journal of Social Media Studies, 1(1), 35–52. doi:10.15340/2147336611761
Sailer, K. & McCulloh, I. (2012). Social networks and spatial configuration—How office layouts drive social interaction. Social Networks, 34(1), 47–58. doi:10.1016/j.socnet.2011.05.005
Sallot, L. M.; Lyon, L. J.; Acosta-Alzuru, C.; & Ogata Jones, K. (2003). From Aardvark to Zebra: A New Millennium Analysis of Theory Development in Public Relations Academic Journals. Journal of Public Relations Research, 15(1), 27–90. doi:10.1207/s1532754xjprr1501_2
Schutte, M. (2009). Social Software and Web 2.0 Technology Trends. Online Information Review, 33(6), 1206–1207. doi:10.1108/14684520911011133
Sheldon, P. (2008). Student favorite: Facebook and motives for its use. Southwestern Mass Communication Journal, 23(2): 39–55.
Smith, L. C. (1981). Citation analysis. Library Trends, 30(1), 83–106.
Snook, B.; Doan, B.; Cullen, R. M.; Kavanagh, J. M. & Eastwood, J. (2008). Publication and Research Trends in Police Psychology: A Review of Five Forensic Psychology Journals. Journal of Police and Criminal Psychology, 24(1), 45–50. doi:10.1007/s11896-008-9032-9
So, Clement Y. K. (2010). The rise of Asian communication research: a citation study of SSCI journals. Asian Journal of Communication, 20(2), 230–247. doi:10.1080/01292981003693419
Song, M.; Kim, M. C. & Jeong, Y. K. (2014). Analyzing the Political Landscape of 2012 Korean Presidential Election in Twitter. IEEE Intelligent Systems, 29(2), 18–26. doi:10.1109/mis.2014.20
Stafford, M. R. (2005). International Services Advertising (ISA): Defining the domain and reviewing the literature. Journal of Advertising, 34(1), 65–86.
Stieglitz, S. & Dang-Xuan, L. (2012). Social media and political communication: a social media analytics framework. Social Network Analysis and Mining, 3(4), 1277–1291. doi:10.1007/s13278-012-0079-3
Tang, R. (2004), Evolution of the interdisciplinary characteristics of information and library science. Proc. Am. Soc. Info. Sci. Tech., 41(1), 54–63. doi:10.1002/meet.1450410107
Tanner-Smith, E. E. & Polanin, J. R. (2016). Brief alcohol intervention trials conducted by higher prestige authors and published in higher impact factor journals are cited more frequently. Journal of Clinical Epidemiology, 75, 119–125. doi:10.1016/j.jclinepi.2016.01.028
Tomasello, T. K. (2001). The Status of Internet-Based Research in Five Leading Communication Journals, 1994–1999. Journalism & Mass Communication Quarterly, 78(4), 659–674. doi:10.1177/107769900107800403
Tomasello, T. K.; Lee, Y. & Baer, A. P. (2009). “New media” research publication trends and outlets in communication, 1990-2006. New Media & Society, 12(4), 531–548. doi:10.1177/1461444809342762
Toral, S. L.; Rocío Martínez‐Torres, M.; Barrero, F. & Cortés, F. (2009). An empirical study of the driving forces behind online communities. Internet Research, 19(4), 378–392. doi:10.1108/10662240910981353
Tran, H. (2007). Asia in mass communication research: A meta-analysis of peer-reviewed journals (1990–2005). Paper presented at annual convention of Association for Education in Journalism and Mass Communication, International Communication division, Washington, DC.
Tumasjan, A.; Sprenger, T. O.; Sandner, P. G. & Welpe, I. M. (2011). Election Forecasts with Twitter - How 140 Characters Reflect the Political Landscape. SSRN Electronic Journal. 29. doi:10.2139/ssrn.1833192
Van Leeuwen, T. (2012). Discussing some basic critique on Journal Impact Factors: revision of earlier comments. Scientometrics, 92(2), 443–455. doi:10.1007/s11192-012-0677-x
Verčič, D.; Verčič, A. T. & Sriramesh, K. (2015). Looking for digital in public relations. Public Relations Review, 41(2), 142–152. doi:10.1016/j.pubrev.2014.12.002
Vinkler, P. (2002). Dynamic changes in the chance for citedness. Scientometrics, 54(3), 421–434. doi:10.1023/a:1016086500801
Yale, L. & Gilly, M. C. (1988). Trends in advertising research: A look at the content of marketing-oriented journals from 1976 to 1985. Journal of Advertising, 17(1), 12–22.
Ye, L. & Ki, E.-J. (2012). The Status of Online Public Relations Research: An Analysis of Published Articles in 1992–2009. Journal of Public Relations Research, 24(5), 409–434. doi:10.1080/1062726x.2012.723277
Zhang, Y. & Leung, L. (2014). A review of social networking service (SNS) research in communication journals from 2006 to 2011. New media & society, 17(7), 1007–1024. doi: 10.1177/1461444813520477
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