Sharing the same bed with different dreams: Topic modeling the research-practice gap in public relations 2011-2020

References

• Blei, D. M. 2012. “Probabilistic Topic Models.” Communications of the ACM 55 (4): 77–84. doi:10.1145/2133806.2133826.
   Web of Science ®Google Scholar
• Blei, D. M., A. Y. Ng, and M. I. Jordan. 2003. “Latent Dirichlet Allocation.” Journal of Machine Learning Research 3: 993–1022. doi:10.1162/jmlr.2003.3.4-5.993.
   Web of Science ®Google Scholar
• Bowen, S. 2007. “The Extent of Ethics.” In The Future of Excellence in Public Relations and Communication Management, edited by E. Toth, 275–297. Mahwah, NJ: Lawrence Erlbaum.
   Google Scholar
• Broom, G. M., M. S. Cox, E. A. Krueger, and C. M. Liebler. 1989. “The Gap Between Professional and Research Agendas in Public Relations Journals.” Journal of Public Relations Research 1 (1–4): 141–154. doi:10.1207/s1532754xjprr0101-4_8.
   Google Scholar
• Byrne, K. 2008. “The Value of Academia: Variance Among Academic and Practitioner Perspectives on the Role of Public Relations Academics.” Asia Pacific Public Relations Journal 9: 17–34. doi:10.3316/ielapa.200907287.
   Google Scholar
• Chang, J., S. Gerrish, C. Wang, J. L. Boyd-Graber, and D. M. Blei. 2009. “Reading Tea Leaves: How Humans Interpret Topic Models.” In Advances in Neural Information Processing Systems, edited by Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, 288–296. Cambridge, MA: The MIT Press.
   Google Scholar
• Cornelissen, J. 2020. Corporate Communication: A Guide to Theory and Practice. 6th. Thousand Oaks, CA: Sage.
   Google Scholar
• Devnew, L. 2017. “The Scholar Practitioner Leader as a Connector.” University of Phoenix Research Hub, October 9. https://research.phoenix.edu/blog/scholar-practitioner-leader-connector
   Google Scholar
• DiMaggio, P., M. Nag, and D. Blei. 2013. “Exploiting Affinities Between Topic Modeling and the Sociological Perspective on Culture: Application to Newspaper Coverage of US Government Arts Funding.” Poetics 41 (6): 570–606. doi:10.1016/j.poetic.2013.08.004.
   Web of Science ®Google Scholar
• Edwards, L., and C. Hodges, edited by. 2011. Public Relations, Society & Culture: Theoretical and Empirical Explorations. New York, NY: Routledge.
   Google Scholar
• Falkheimer, J., and M. Heide. 2014. “Strategic Communication in Participatory Culture: From One- and Two-Way Communication to Participatory Communication Through Social Media.” In The Routledge Handbook of Strategic Communication, edited by D. R. Holtzhausen and A. Zerfass, 361–374. New York, NY: Routledge.
   Google Scholar
• Feinerer, I., K. Hornik, and D. Meyer. 2008. “Text Mining Infrastructure in R.” Journal of Statistical Software 25 (5): 1–54. doi:10.18637/jss.v025.i05.
   Web of Science ®Google Scholar
• Gerow, A., Y. Hu, J. Boyd-Graber, D. M. Blei, and J. A. Evans. 2018. “Measuring Discursive Influence Across Scholarship.” Proceedings of the National Academy of Sciences 115 (13): 3308–3313. doi:10.1073/pnas.1719792115.
   PubMed Web of Science ®Google Scholar
• Global Alliance (for Public Relations and Communication Management). 2018. “A Global Capabilities Framework for the Public Relations and Communication Management Profession.” https://www.globalalliancepr.org/capabilitiesframeworks
   Google Scholar
• Gregory, A., and T. Watson. 2008. “Defining the Gap Between Research and Practice in Public Relations Programme Evaluation–Towards a New Research Agenda.” Journal of Marketing Communications 14 (5): 337–350. doi:10.1080/13527260701869098.
   Google Scholar
• Grunig, J. E. 1979. “The Two Worlds of PR Research.” Public Relations Review 5 (1): 11–14. doi:10.1016/S0363-8111(79)80003-X.
   Web of Science ®Google Scholar
• Grunig, L. A., J. E. Grunig, and D. M. Dozier. 2002. Excellent Organizations and Effective Organizations: A Study of Communication Management in Three Countries. Mahwah, NJ: Lawrence Erlbaum.
   Google Scholar
• Hallahan, K., D. Holtzhausen, B. Van Ruler, D. Verčič, and K. Sriramesh. 2007. “Defining Strategic Communication.” International Journal of Strategic Communication 1 (1): 3–35. doi:10.1080/15531180701285244.
   Google Scholar
• Heath, R. L., and W. Johansen. 2018. The International Encyclopedia of Strategic Communication. Hoboken, NJ: Wiley-Blackwell.
   Google Scholar
• Huang, R. 2019. “Network Fields, Cultural Identities and Labor Rights Communities: Big Data Analytics with Topic Model and Community Detection.” Chinese Journal of Sociology 5 (1): 3–28. doi:10.1177/2057150X18820500.
   Google Scholar
• Jacobi, C., W. van Atteveldt, and K. Welbers. 2016. “Quantitative Analysis of Large Amounts of Journalistic Texts Using Topic Modelling.” Digital Journalism 4 (1): 89–106. doi:10.1080/21670811.2015.1093271.
   Web of Science ®Google Scholar
• Jain, R., M. De Moya, and J. C. Molleda. 2014. “State of International Public Relations Research: Narrowing the Knowledge Gap About the Practice Across Borders.” Public Relations Review 40 (3): 595–597. doi:10.1016/j.pubrev.2014.02.009.
   Web of Science ®Google Scholar
• Jelen, A. 2008. “The Nature of Scholarly Endeavors in Public Relations.” In Public Relations Metrics: Research and Evaluation, edited by B. Van Ruler, A. Verčič, and D. Verčič, 36–59. New York, NY: Routledge.
   Google Scholar
• Kent, M. L. 2013. “Using Social Media Dialogically: Public Relations Role in Reviving Democracy.” Public Relations Review 39 (4): 337–345. doi:10.1016/j.pubrev.2013.07.024.
   Web of Science ®Google Scholar
• Kim, S., E. J. Avery, and R. W. Lariscy. 2009. “Are Crisis Communicators Practicing What We Preach? An Evaluation of Crisis Response Strategy Analyzed in Public Relations Research from 1991 to 2009.” Public Relations Review 35 (4): 446–448. doi:10.1016/j.pubrev.2009.08.002.
   Web of Science ®Google Scholar
• Kim, S. Y., M. I. Choi, B. H. Reber, and D. Kim. 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.
   Web of Science ®Google Scholar
• Ki, E. J., Y. Pasadeos, and T. Ertem-Eray. 2019. “Growth of Public Relations Research Networks: A Bibliometric Analysis.” Journal of Public Relations Research 31 (1–2): 5–31. doi:10.1080/1062726X.2019.1577739.
   Web of Science ®Google Scholar
• Kuhn, T. 2002. “Negotiating Boundaries Between Scholars and Practitioners: Knowledge, Networks, and Communities of Practice.” Management Communication Quarterly 16 (1): 106–112. doi:10.1177/0893318902161008.
   Google Scholar
• Lloyd, K. J., D. Boer, and S. C. Voelpel. 2017. “From Listening to Leading: Toward an Understanding of Supervisor Listening Within the Framework of Leader-Member Exchange Theory.” International Journal of Business Communication 54 (4): 431–451. doi:10.1177/2329488415572778.
   Web of Science ®Google Scholar
• Macnamara, J. 2010. “Four Gaps in Public Relations Scholarship and Practice: The Need for New Approaches.” In Media, Democracy and Change: Refereed Proceedings of the Australian and New Zealand Communication Association Annual Conference, Canberra, Australia, edited by K. McCallum, 1–18. ANZCA.
   Google Scholar
• Macnamara, J. 2014. The 21st Century Media (R)evolution: Emergent Communication Practices. New York, NY: Peter Lang.
   Google Scholar
• Macnamara, J. 2016. “Organizational Listening: Addressing a Major Gap in Public Relations Theory and Practice.” Journal of Public Relations Research 28 (3–4): 146–169. doi:10.1080/1062726X.2016.1228064.
   Web of Science ®Google Scholar
• Macnamara, J., A. Zerfass, A. Adi, and M. O. Lwin. 2018. “Capabilities of PR Professionals for Key Activities Lag: Asia-Pacific Study Shows Theory and Practice Gaps.” Public Relations Review 44 (5): 704–716. doi:10.1016/j.pubrev.2018.10.010.
   Web of Science ®Google Scholar
• Manley, D., and J. Valin. 2017. “Laying the Foundation for a Global Body of Knowledge in Public Relations and Communications Management.” Public Relations Review 43 (1): 56–70. doi:10.1016/j.pubrev.2016.10.018.
   Web of Science ®Google Scholar
• McElreath, M. P., and J. M. Blamphin. 1994. “Partial Answers to Priority Research Questions—and Gaps—found in the Public Relations Society of America’s Body of Knowledge.” Journal of Public Relations Research 6 (2): 69–103. doi:10.1207/s1532754xjprr0602_01.
   Google Scholar
• Murphy, P. 2015. “Contextual Distortion: Strategic Communication versus the Networked Nature of Nearly Everything.” In The Routledge Handbook of Strategic Communication, edited by D. R. Holtzhausen and A. Zerfass, 113–126. New York, NY: Routledge.
   Google Scholar
• Naushan, H. 2020. “Topic Modeling with Latent Dirichlet Allocation.” Towards Data Science, December 3. https://towardsdatascience.com/topic-modeling-with-latent-dirichlet-allocation-e7ff75290f8
   Google Scholar
• Neill, M. S., and S. A. Bowen. 2021. “Ethical Listening to Employees During a Pandemic: New Approaches, Barriers and Lessons.” Journal of Communication Management 25 (3): 276–297. doi:10.1108/JCOM-09-2020-0103.
   Web of Science ®Google Scholar
• Peng, T. Q., L. Zhang, Z. J. Zhong, and J. J. Zhu. 2013. “Mapping the Landscape of Internet Studies: Text Mining of Social Science Journal Articles 2000–2009.” New Media & Society 15 (5): 644–664. doi:10.1177/1461444812462846.
   Web of Science ®Google Scholar
• Pieczka, M. 2006. “Paradigms, Systems Theory and Public Relations.” In Public Relations: Critical Debates and Contemporary Practice, edited by J. L’Etang and M. Pieczka, 331–358. New York, NY: Routledge.
   Google Scholar
• Place, K. R. 2019. “Listening as the Driver of Public Relations Practice and Communications Strategy Within a Global Public Relations Agency.” The Public Relations Journal 12 (3): 1–18.
   Google Scholar
• PRSA (Public Relations Society of America). 2017. “Public relations defined.” https://www.prsa.org/about/all-about-pr
   Google Scholar
• Qin, Y. S., and L. R. Men. 2021. “Why Does Listening Matter Inside the Organization? The Impact of Internal Listening on Employee-Organization Relationships.” Journal of Public Relations Research 33 (5): 365–386. doi:10.1080/1062726X.2022.2034631.
   Web of Science ®Google Scholar
• Reed, K., J. R. Goolsby, and M. K. Johnston. 2016. “Listening in and Out: Listening to Customers and Employees to Strengthen an Integrated Market-Oriented System.” Journal of Business Research 69 (9): 3591–3599. doi:10.1016/j.jbusres.2016.01.002.
   Web of Science ®Google Scholar
• Rybalko, S., and T. Seltzer. 2010. “Dialogic Communication in 140 Characters or Less: How Fortune 500 Companies Engage Stakeholders Using Twitter.” Public Relations Review 36 (4): 336–341. doi:10.1016/j.pubrev.2010.08.004.
   Web of Science ®Google Scholar
• Van Ruler, B., and D. Verčič. 2005. “Reflective Communication Management, Future Ways for Public Relations Research.” Annals of the International Communication Association 29 (1): 239–274. doi:10.1080/23808985.2005.11679049.
   Google Scholar
• Verčič, D., B. Van Ruler, G. Bütschi, and B. Flodin. 2001. “On the Definition of Public Relations: A European View.” Public Relations Review 27 (4): 373–387. doi:10.1016/S0363-8111(01)00095-9.
   Web of Science ®Google Scholar
• Waddington, S. 2016. “Eight Tools to Fix the Gap Between PR Theory and Practice.” Institute for Public Relations, July 18. https://instituteforpr.org/eight-tools-fix-gap-pr-theory-practice/
   Google Scholar
• Walker, R. M., Y. Chandra, J. Zhang, and A. van Witteloostuijn. 2019. “Topic Modeling the Research‐practice Gap in Public Administration.” Public Administration Review 79 (6): 931–937. doi:10.1111/puar.13095.
   Web of Science ®Google Scholar
• Wang, X., and Y. H. C. Huang. 2020. “Uncovering the Role of Strategic Orientation in Translating Communication Strategies to Organizational Performance: An Analysis of Practitioners from Two Chinese Societies.” Blinded for ReviewInternational Journal of Business Communication. doi:10.1177/2329488420924839.
   Google Scholar
• Wilson, M., K. Robson, and E. Botha. 2017. “Crowdsourcing in a Time of Empowered Stakeholders: Lessons from Crowdsourcing Campaigns.” Business Horizons 60 (2): 247–253. doi:10.1016/j.bushor.2016.11.009.
   Web of Science ®Google Scholar
• Yang, S. U., M. Kang, and H. Cha. 2015. “A Study on Dialogic Communication, Trust, and Distrust: Testing a Scale for Measuring Organization-Public Dialogic Communication (OPDC).” Journal of Public Relations Research 27 (2): 175–192. doi:10.1080/1062726X.2015.1007998.
   Web of Science ®Google Scholar
• Zerfass, A., and S. C. Volk. 2017. “The Boundary Spanner: Which Tasks are Performed by Communication Executives? A New Management Tool Reflects the Many Facets of the Role.” Communication Director, November 29. https://www.communication-director.com/issues/strategy-and-cco/boundary-spanner/#.YtkIEMiEz9g
   Google Scholar