Exploring the landscape of educator professional activity on Twitter: an analysis of 16 education-related Twitter hashtags

References

• Andrews, N. and Schwartz, F., 2014. Islamic State pushes social media battle with West. The wall street journal. Available from: https://www.wsj.com/articles/isis-pushes-social-media-battle-with-west-1408725614 [Accessed 2 February 2020].
   Google Scholar
• Arpaci, I., 2015. A comparative study of the effects of cultural differences on the adoption of mobile learning. British journal of educational technology, 46 (4), 699–712. doi:10.1111/bjet.12160
   Web of Science ®Google Scholar
• Banet-Weiser, S. and Miltner, K.M., 2016. #MasculinitySoFragile: culture, structure, and networked misogyny. Feminist media studies, 16 (1), 171–174. doi:10.1080/14680777.2016.1120490
   Web of Science ®Google Scholar
• Borko, H., 2004. Professional development and teacher learning: mapping the terrain. Educational researcher, 33 (8), 3–15. doi:10.3102/0013189X033008003
   Google Scholar
• Borman, G.D., Gamoran, A., and Bowdon, J., 2008. A randomized trial of teacher development in elementary science: first-year achievement effects. Journal of research on educational effectiveness, 1 (4), 237–264. doi:10.1080/19345740802328273
   Google Scholar
• Britt, V.G. and Paulus, T., 2016. ‘Beyond the four walls of my building’: a case study of #edchat as a community of practice. American journal of distance education, 30 (1), 48–59. doi:10.1080/08923647.2016.1119609
   Web of Science ®Google Scholar
• Bruns, A. and Moe, H., 2014. Structural layers of communication on Twitter. In: K. Weller, et al., eds. Twitter and society. New York: Peter Lang, 15–28.
   Google Scholar
• Bruns, A. and Burgess, J., 2015. Twitter hashtags from ad hoc to calculated publics. In: N. Rambukkana, ed. Hashtag publics: the power and politics of discursive networks. New York: Peter Lang, 13–28.
   Google Scholar
• Brunton, F., 2013. Spam: a shadow history of the internet. Cambridge, MA: MIT.
   Google Scholar
• Carpenter, J., 2015. Preservice teachers’ microblogging: professional development via Twitter. Contemporary issues in technology and teacher education, 15 (2), 209–234.
   Google Scholar
• Carpenter, J., et al., 2019a. Exploring how and why educators use Instagram. Society for Information Technology & Teacher Education International Conference. Association for the Advancement of Computing in Education (AACE), 2686–2691.
   Google Scholar
• Carpenter, J.P., et al., 2019b. Spam and educators’ Twitter use: methodological challenges and considerations. TechTrends. Advance online publication. doi:10.1007/s11528-019-00466-3.
   Web of Science ®Google Scholar
• Carpenter, J.P. and Green, T.D., 2017. Mobile instant messaging for professional learning: educators’ perspectives on and uses of Voxer. Teaching and teacher education, 68, 53–67. doi:10.1016/j.tate.2017.08.008
   Web of Science ®Google Scholar
• Carpenter, J.P. and Harvey, S., 2019. “There’s no referee on social media”: challenges in educator professional social media use. Teaching and teacher education, 86, 102904. doi:10.1016/j.tate.2019.102904
   Web of Science ®Google Scholar
• Carpenter, J.P. and Krutka, D.G., 2014. How and why educators use Twitter: a survey of the field. Journal of research on technology in education, 46 (4), 414–434. doi:10.1080/15391523.2014.925701
   Google Scholar
• Carpenter, J.P. and Krutka, D.G., 2015. Engagement through microblogging: educator professional development via Twitter. Professional development in education, 41 (4), 707–728. doi:10.1080/19415257.2014.939294
   Web of Science ®Google Scholar
• Carpenter, J.P., Tur, G., and Marín, V.I., 2016. What do us and spanish pre-service teachers think about educational and professional use of twitter? a comparative study. Teaching and teacher education, 60, 131–143.
   Web of Science ®Google Scholar
• Dede, C., et al., 2009. A research agenda for online teacher professional development. Journal of teacher education, 60 (1), 8–19. doi:10.1177/0022487108327554
   Web of Science ®Google Scholar
• Desimone, L.M., 2009. Improving impact studies of teachers’ professional development: toward better conceptualizations and measures. Educational researcher, 38 (3), 181–199. doi:10.3102/0013189X08331140
   Web of Science ®Google Scholar
• Dodor, B.A., Sira, N., and Hausafus, C.O., 2010. Breaking down the walls of teacher isolation. Journal of family and consumer sciences education, 28 (1), 1–12.
   Google Scholar
• Forgie, S.E., Duff, J.P., and Ross, S., 2013. Twelve tips for using Twitter as a learning tool in medical education. Medical teacher, 35 (1), 8–14. doi:10.3109/0142159X.2012.746448
   PubMed Web of Science ®Google Scholar
• Fox, A. and Bird, T., 2017. The challenge to professionals of using social media: teachers in England negotiating personal-professional identities. Education and information technologies, 22 (2), 647–675. doi:10.1007/s10639-015-9442-0
   Web of Science ®Google Scholar
• Gao, F. and Li, L., 2017. Examining a one-hour synchronous chat in a microblogging-based professional development community. British journal of educational technology, 48 (2), 332–347. doi:10.1111/bjet.12384
   Web of Science ®Google Scholar
• Garet, M.S., et al., 2001. What makes professional development effective? Results from a national sample of teachers. American educational research journal, 38 (4), 915–945. doi:10.3102/00028312038004915
   Web of Science ®Google Scholar
• Gee, J.P., 2004. Situated language and learning: a critique of traditional schooling. New York: Routledge.
   Google Scholar
• Gee, J.P. and Hayes, E., 2012. Nurturing affinity spaces and game-based learning. In: C. Steinkuehler, K. Squire, and S. Barab, eds. Games, learning, and society: learning and meaning in the digital age. Cambridge, UK: Cambridge University, 129–155.
   Google Scholar
• Gómez, M. and Journell, W., 2017. Professionality, preservice teachers, and Twitter. Journal of technology and teacher education, 25 (4), 377–412.
   Google Scholar
• Gómez, V., et al., 2013. A likelihood-based framework for the analysis of discussion threads. World wide web, 16 (5–6), 645–675. doi:10.1007/s11280-012-0162-8
   Google Scholar
• Greenhalgh, S.P., et al., 2020. Identifying multiple learning spaces within a single teacher-focused Twitter hashtag. Computers & education, 148, 103809. doi:10.1016/j.compedu.2020.103809
   Web of Science ®Google Scholar
• Greenhalgh, S.P. and Koehler, M.J., 2017. 28 days later: Twitter hashtags as “just in time” teacher professional development. Techtrends, 61 (3), 246–252.
   Web of Science ®Google Scholar
• Greenhow, C. and Lewin, C., 2016. Social media and education: reconceptualizing the boundaries of formal and informal learning. Learning, media and technology, 41 (1), 6–30. doi:10.1080/17439884.2015.1064954
   Web of Science ®Google Scholar
• Hewson, C., Vogel, C., and Laurent, D., 2016. Internet research methods. 2nd ed. London, UK: SAGE.
   Google Scholar
• Holmes, K., et al., 2013. “Follow” me: networked professional learning for teachers. Australian journal of teacher education, 38 (12). doi:10.14221/ajte.2013v38n12.4
   Google Scholar
• Hur, J.W. and Brush, T.A., 2009. Teacher participation in online communities: why do teachers want to participate in self-generated online communities of K–12 teachers? Journal of research on technology in education, 41 (3), 279–303. doi:10.1080/15391523.2009.10782532
   Google Scholar
• Jones, W.M. and Dexter, S., 2014. How teachers learn: the roles of formal, informal, and independent learning. Educational technology research and development, 62 (3), 367–384. doi:10.1007/s11423-014-9337-6
   Web of Science ®Google Scholar
• Kearney, M.W., no date. TweetBotOrNot. [Web application.]. Available from: https://mikewk.shinyapps.io/botornot/ [Accessed 20 January 2020].
   Google Scholar
• Keay, J.K., Carse, N., and Jess, M., 2019. Understanding teachers as complex professional learners. Professional development in education, 45 (1), 125–137. doi:10.1080/19415257.2018.1449004
   Web of Science ®Google Scholar
• Kelly, N. and Antonio, A., 2016. Teacher peer support in social network sites. Teaching and teacher education, 56, 138–149. doi:10.1016/j.tate.2016.02.007
   Web of Science ®Google Scholar
• Kennedy, A., 2005. Models of continuing professional development: a framework for analysis. Journal of in-service education, 31 (2), 235–250. doi:10.1080/13674580500200277
   Google Scholar
• Kennedy, A., 2014. Understanding continuing professional development: the need for theory to impact on policy and practice. Professional development in education, 40 (5), 688–697. doi:10.1080/19415257.2014.955122
   Google Scholar
• Kennedy, M.M., 2016. How does professional development improve teaching? Review of educational research, 86 (4), 945–980. doi:10.3102/0034654315626800
   Web of Science ®Google Scholar
• Kerr, S.L. and Schmeichel, M.J., 2018. Teacher Twitter chats: gender differences in participants’ contributions. Journal of research on technology in education, 50 (3), 241–252. doi:10.1080/15391523.2018.1458260
   Web of Science ®Google Scholar
• Kimmons, R., et al., 2018. Mining social media divides: an analysis of K-12 US school uses of Twitter. Learning, media and technology, 43 (3), 307–325. doi:10.1080/17439884.2018.1504791
   Web of Science ®Google Scholar
• Kimmons, R. and Veletsianos, G., 2014. The fragmented educator 2.0: social networking sites, acceptable identity fragments, and the identity constellation. Computers & education, 72, 292–301. doi:10.1016/j.compedu.2013.12.001
   Web of Science ®Google Scholar
• Krutka, D., Nowell, S., and Whitlock, A.M., 2017. Towards a social media pedagogy: successes and shortcomings in educative uses of Twitter with teacher candidates. Journal of technology and teacher education, 25 (2), 215–240.
   Google Scholar
• Kyndt, E., et al. 2016. Teachers’ everyday professional development: mapping informal learning activities, antecedents, and learning outcomes. Review of educational research, 86 (4), 1111–1150. doi:10.3102/0034654315627864
   Web of Science ®Google Scholar
• Lantz-Andersson, A., et al., 2017. Sharing repertoires in a teacher professional Facebook group. Learning, culture and social interaction, 15, 44–55. doi:10.1016/j.lcsi.2017.07.001
   Web of Science ®Google Scholar
• Lave, J., Wenger, E., and Wenger, E., 1991. Situated learning: legitimate peripheral participation. Cambridge, UK: Cambridge University.
   Google Scholar
• Majmundar, A., et al., 2018. The why we retweet scale. PloS one, 13 (10), e0206076. doi:10.1371/journal.pone.0206076
   Web of Science ®Google Scholar
• Markham, A. and Buchanan, E., 2012. Ethical decision-making and internet research: recommendations from the AoIR ethics working committee (Version 2.0). Chicago, IL: Association of Internet Researchers. Available from: https://aoir.org/ethics/
   Google Scholar
• Nagle, J., 2018. Twitter, cyber-violence, and the need for a critical social media literacy in teacher education: a review of the literature. Teaching and teacher education, 76, 86–94. doi:10.1016/j.tate.2018.08.014
   Web of Science ®Google Scholar
• Nochumson, T.C., 2020. Elementary schoolteachers’ use of twitter: exploring the implications of learning through online social media. Professional development in education, 46(2), 306–323. Advanced online publication. doi:10.1080/19415257.2019.1585382
   Web of Science ®Google Scholar
• Noonan, J., 2019. An affinity for learning: teacher identity and powerful professional development. Journal of teacher education., 70(5),526–537. doi: 10.1177/0022487118788838.
   Web of Science ®Google Scholar
• Porath, S.L., 2019. Educator professional conversations via Twitter chat: speech acts and intentions in #PDBookClub. Current issues in emerging eLearning, 6 (1), 55–77.
   Google Scholar
• Rehm, M. and Notten, A., 2016. Twitter as an informal learning space for teachers!? The role of social capital in Twitter conversations among teachers. Teaching and teacher education, 60, 215–223. doi:10.1016/j.tate.2016.08.015
   Web of Science ®Google Scholar
• Richter, D., et al., 2011. Professional development across the teaching career: teachers’ uptake of formal and informal learning opportunities. Teaching and teacher education, 27 (1), 116–126. doi:10.1016/j.tate.2010.07.008
   Web of Science ®Google Scholar
• Risser, H.S., Bottoms, S., and Clark, C., 2019. “Nobody else organized”: teachers solving problems of practice in the Twitterblogosphere. Educational media international, 56 (4), 269–284. doi:10.1080/09523987.2019.1681111
   Web of Science ®Google Scholar
• Rogers, R., 2014. Debanalizing Twitter: the transformation of an object of study. In: K. Weller, et al., eds. Twitter and society. New York: Peter Lang, ix–xxvi.
   Google Scholar
• Rosell-Aguilar, F., 2018. Twitter: a professional development and community of practice tool for teachers. Journal of interactive media in education, 6 (1), 1–12.
   Google Scholar
• Rosenberg, J., et al., 2017. A tale of two Twitters: synchronous and asynchronous use of the same hashtag. In: P. Resta and S. Smith, eds. Society for Information Technology and Teacher Education International Conference. Washington, DC: Association for the Advancement of Computing in Education (AACE), 283–286.
   Google Scholar
• Rosenberg, J.M., et al. 2016. An investigation of state educational Twitter hashtags (SETHs) as affinity spaces. E-learning and digital media, 13 (1–2), 24–44. doi:10.1177/2042753016672351
   Google Scholar
• Schroeder, S., Curcio, R., and Lundgren, L., 2019. Expanding the learning network: how teachers use Pinterest. Journal of research on technology in education, 51 (2), 166–186. doi:10.1080/15391523.2019.1573354
   Web of Science ®Google Scholar
• Selwyn, N., Nemorin, S., and Johnson, N., 2017. High-tech, hard work: an investigation of teachers’ work in the digital age. Learning, media and technology, 42 (4), 390–405. doi:10.1080/17439884.2016.1252770
   Web of Science ®Google Scholar
• Shirky, C., 2011. The political power of social media: technology, the public sphere, and political change. Foreign affairs, 90 (1), 28–41.
   Web of Science ®Google Scholar
• Smith Risser, H., 2013. Virtual induction: a novice teacher’s use of Twitter to form an informal mentoring network. Teaching and teacher education, 35, 25–33. doi:10.1016/j.tate.2013.05.001
   Web of Science ®Google Scholar
• Spencer, P., et al. 2018. The professional development needs of early career teachers, and the extent to which they are met: a survey of teachers in England. Professional development in education, 44 (1), 33–46. doi:10.1080/19415257.2017.1299028
   Web of Science ®Google Scholar
• Statista, 2019. Number of monthly active Twitter users worldwide from 1st quarter 2010 to 1st quarter 2019 (in millions). Available from: https://www.statista.com/statistics/282087/number-of-monthly-active-twitter-users/ [Accessed 29 January 2020].
   Google Scholar
• Staudt Willet, K.B., 2019. Revisiting how and why educators use Twitter: tweet types and purposes in #Edchat. Journal of research on technology in education, 51 (3), 273–289. doi:10.1080/15391523.2019.1611507
   Web of Science ®Google Scholar
• Staudt Willet, K.B. and Carpenter, J.P., 2020. Teachers on reddit? Exploring contributions and interactions in four teaching-related subreddits. Journal of research on technology in education, 52 (2), 216–233. doi:10.1080/15391523.2020.1722978
   Web of Science ®Google Scholar
• Thunman, E. and Persson, M., 2018. Ethical dilemmas on social media: swedish secondary teachers’ boundary management on Facebook. Teacher development, 22 (2), 175–190. doi:10.1080/13664530.2017.1371634
   Web of Science ®Google Scholar
• Trust, T., Krutka, D.G., and Carpenter, J.P., 2016. “Together we are better”: professional learning networks for teachers. Computers & education, 102, 15–34. doi:10.1016/j.compedu.2016.06.007
   Web of Science ®Google Scholar
• Van Dijck, J., 2011. Tracing Twitter: the rise of a microblogging platform. International journal of media and cultural politics, 7 (3), 333–348. doi:10.1386/macp.7.3.333_1
   Google Scholar
• Veletsianos, G., 2017. Three cases of hashtags used as learning and professional development environments. Techtrends, 61 (3), 284–292. doi:10.1007/s11528-016-0143-3
   Web of Science ®Google Scholar
• Warnick, B.R., et al. 2016. Social media use and teacher ethics. Educational policy, 30 (5), 771–795. doi:10.1177/0895904814552895
   Web of Science ®Google Scholar
• Wenger, E., 1998. Communities of practice: learning, meaning, and identity. Cambridge, UK: Cambridge University.
   Google Scholar
• Wojcik, S. and Hughes, A. 2019. Sizing up Twitter users. Pew Research Center. Available from: https://www.pewinternet.org/2019/04/24/sizing-up-twitter-users/ [Accessed 25 April 2019].
   Google Scholar
• Xing, W. and Gao, F., 2018. Exploring the relationship between online discourse and commitment in Twitter professional learning communities. Computers & education, 126, 388–398. doi:10.1016/j.compedu.2018.08.010
   Web of Science ®Google Scholar