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2020 | OriginalPaper | Chapter

A Novel Tool for Online Community Moderator Evaluation

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Abstract

This study introduces a new instrument for leadership evaluation in online forums and other online communities which was developed using a grounded approach. Questions that emerged from the literature were then evaluated to create hypotheses that guided the development of an instrument for moderator evaluation. The Moderator Evaluation Contingency Scale (MECS) is modified from Fiedler’s contingency model to determine if a moderator is more task- or relationship-oriented in his or her approach to moderation and interactions with other members of a community. The MECS was developed and tested on Reddit in 2013–2014 using random sampling for Forum selection, moderator selection, and interactions with users. A content analysis using the MECS to evaluate posts was found to be a viable measure of a moderator’s ability to perform tasks like removing content as well as his or her ability to interact with users. Bots were analyzed using the MECS as well to determine bias. Next steps include making the instrument available for use by social media and niche community sites, administrators, and other moderators.

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Literature
1.
go back to reference Anders, G.: Technology- what is reddit worth?-The Web’s antibullying, meme-spawning, porn-flecked link forum may go down as one of the shrewdest buys in the media business. Forbes, 56 (2012) Anders, G.: Technology- what is reddit worth?-The Web’s antibullying, meme-spawning, porn-flecked link forum may go down as one of the shrewdest buys in the media business. Forbes, 56 (2012)
3.
go back to reference Avolio, B.J., Kahai, S., Dodge, G.E.: E-leadership: implications for theory, research, and practice. Lead. Q. 11(4), 615–668 (2000) Avolio, B.J., Kahai, S., Dodge, G.E.: E-leadership: implications for theory, research, and practice. Lead. Q. 11(4), 615–668 (2000)
4.
go back to reference Avolio, B.J., Sosik, J.J., Kahai, S.S., Baker, B.: E-leadership: re-examining transformations in leadership source and transmission. Lead. Q. 25(1), 105–131 (2014) Avolio, B.J., Sosik, J.J., Kahai, S.S., Baker, B.: E-leadership: re-examining transformations in leadership source and transmission. Lead. Q. 25(1), 105–131 (2014)
5.
go back to reference Balthazard, P.A., Waldman, D.A., Warren, J.E.: Predictors of the emergence of transformational leadership in virtual decision teams. Lead. Q. 20(5), 651–663 (2009) Balthazard, P.A., Waldman, D.A., Warren, J.E.: Predictors of the emergence of transformational leadership in virtual decision teams. Lead. Q. 20(5), 651–663 (2009)
6.
go back to reference Cascio, W.F., Shurygailo, S.: E-leadership and virtual teams. Organ. Dyn. (2003) Cascio, W.F., Shurygailo, S.: E-leadership and virtual teams. Organ. Dyn. (2003)
7.
go back to reference Chen, J., Xu, H., Whinston, A.B.: Moderated online communities and quality of user-generated content. J. Manag. Inf. Syst. 28(2), 237–268 (2011) Chen, J., Xu, H., Whinston, A.B.: Moderated online communities and quality of user-generated content. J. Manag. Inf. Syst. 28(2), 237–268 (2011)
9.
go back to reference Cheshire, C.: Online trust, trustworthiness, or assurance? Daedalus 140(4), 49–58 (2011) Cheshire, C.: Online trust, trustworthiness, or assurance? Daedalus 140(4), 49–58 (2011)
10.
go back to reference Cosley, D., Frankowski, D., Kiesler, S., Terveen, L., Riedl, J.: How oversight improves member-maintained communities. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 11–20 (2005) Cosley, D., Frankowski, D., Kiesler, S., Terveen, L., Riedl, J.: How oversight improves member-maintained communities. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 11–20 (2005)
11.
go back to reference Crosby, B.C., Bryson, J.M.: Integrative leadership and the creation and maintenance of cross-sector collaborations. Lead. Q. 21(2), 211–230 (2010) Crosby, B.C., Bryson, J.M.: Integrative leadership and the creation and maintenance of cross-sector collaborations. Lead. Q. 21(2), 211–230 (2010)
12.
go back to reference Day, D.V., Fleenor, J.W., Atwater, L.E., Sturm, R.E., McKee, R.A.: Advances in leader and leadership development: a review of 25 years of research and theory. Lead. Q. 25(1), 63–82 (2014) Day, D.V., Fleenor, J.W., Atwater, L.E., Sturm, R.E., McKee, R.A.: Advances in leader and leadership development: a review of 25 years of research and theory. Lead. Q. 25(1), 63–82 (2014)
13.
go back to reference Delort, J., Arunasalam, B., Paris, C.: Automatic moderation of online discussion sites. Int. J. Electron. Commer. 15(3), 9–30 (2011) Delort, J., Arunasalam, B., Paris, C.: Automatic moderation of online discussion sites. Int. J. Electron. Commer. 15(3), 9–30 (2011)
14.
go back to reference Dibbell, J.: Mutilated furries, flying phalluses: put the blame on griefers, the sociopaths of the virtual world. Wired Mag. 16(2), 16–20 (2008) Dibbell, J.: Mutilated furries, flying phalluses: put the blame on griefers, the sociopaths of the virtual world. Wired Mag. 16(2), 16–20 (2008)
15.
go back to reference Dinh, J.E., Lord, R.G., Gardner, W.L., Meuser, J.D., Liden, R.C., Hu, J.: Leadership theory and research in the new millennium: current theoretical trends and changing perspectives. Lead. Q. 25(1), 36–62 (2014) Dinh, J.E., Lord, R.G., Gardner, W.L., Meuser, J.D., Liden, R.C., Hu, J.: Leadership theory and research in the new millennium: current theoretical trends and changing perspectives. Lead. Q. 25(1), 36–62 (2014)
16.
go back to reference Ellison, N.B., Steinfield, C., Lampe, C.: The benefits of Facebook “friends:” social capital and college students’ use of online social network sites. J. Comput. Mediat. Commun. 12(4), 1143–1168 (2007) Ellison, N.B., Steinfield, C., Lampe, C.: The benefits of Facebook “friends:” social capital and college students’ use of online social network sites. J. Comput. Mediat. Commun. 12(4), 1143–1168 (2007)
17.
go back to reference Fiedler, F.E.: Predicting the effects of leadership training and experience from the contingency model. J. Appl. Psychol. 56(2), 114 (1972) Fiedler, F.E.: Predicting the effects of leadership training and experience from the contingency model. J. Appl. Psychol. 56(2), 114 (1972)
18.
go back to reference Fiedler, F.E., Mahar, L.: A field experiment validating contingency model leadership training. J. Appl. Psychol. 64(3), 247 (1979) Fiedler, F.E., Mahar, L.: A field experiment validating contingency model leadership training. J. Appl. Psychol. 64(3), 247 (1979)
19.
go back to reference Gairín-Sallán, J., Rodríguez-Gómez, D., Armengol-Asparó, C.: Who exactly is the moderator? A consideration of online knowledge management network moderation in educational organisations. Comput. Educ. 55(1), 304–312 (2010) Gairín-Sallán, J., Rodríguez-Gómez, D., Armengol-Asparó, C.: Who exactly is the moderator? A consideration of online knowledge management network moderation in educational organisations. Comput. Educ. 55(1), 304–312 (2010)
20.
go back to reference Gazan, R.: Understanding the rogue user. In: Nahl, D., Bilal, D. (eds.) Information and Emotion: The Emergent Affective Paradigm in Information Behavior Research and Theory. Information Today, pp. 177–185 (2007) Gazan, R.: Understanding the rogue user. In: Nahl, D., Bilal, D. (eds.) Information and Emotion: The Emergent Affective Paradigm in Information Behavior Research and Theory. Information Today, pp. 177–185 (2007)
22.
go back to reference Grimes, J.M., Jaeger, P.T., Fleischmann, K.R.: Obfuscatocracy: a stakeholder analysis of governing documents for virtual worlds. First Monday 13(9) (2008) Grimes, J.M., Jaeger, P.T., Fleischmann, K.R.: Obfuscatocracy: a stakeholder analysis of governing documents for virtual worlds. First Monday 13(9) (2008)
23.
go back to reference Huberman, B.A., Romero, D.M., Wu, F.: Social networks that matter: Twitter under the microscope. arXiv preprint arXiv:0812.1045 (2008) Huberman, B.A., Romero, D.M., Wu, F.: Social networks that matter: Twitter under the microscope. arXiv preprint arXiv:​0812.​1045 (2008)
24.
go back to reference Hussain, S.T., Lei, S., Akram, T., Haider, M.J., Hussain, S.H., Ali, M.: Kurt Lewin’s change model: a critical review of the role of leadership and employee involvement in organizational change. J. Innov. Knowl. 3(3), 123–127 (2018) Hussain, S.T., Lei, S., Akram, T., Haider, M.J., Hussain, S.H., Ali, M.: Kurt Lewin’s change model: a critical review of the role of leadership and employee involvement in organizational change. J. Innov. Knowl. 3(3), 123–127 (2018)
25.
go back to reference Huang, R., Kahai, S., Jestice, R.: The contingent effects of leadership on team collaboration in virtual teams. Comput. Hum. Behav. 26(5), 1098–1110 (2010) Huang, R., Kahai, S., Jestice, R.: The contingent effects of leadership on team collaboration in virtual teams. Comput. Hum. Behav. 26(5), 1098–1110 (2010)
26.
go back to reference Kerr, S., Harlan, A.: Predicting the effects of leadership training and experience from the contingency model: some remaining problems. J. Appl. Psychol. 57(2), 114–117 (1973) Kerr, S., Harlan, A.: Predicting the effects of leadership training and experience from the contingency model: some remaining problems. J. Appl. Psychol. 57(2), 114–117 (1973)
27.
go back to reference Kirman, B., Lineham, C., Lawson, S.: Exploring mischief and mayhem in social computing or: how we learned to stop worrying and love the trolls. In: CHI 2012 Extended Abstracts on Human Factors in Computing Systems, pp. 121–130 (2012) Kirman, B., Lineham, C., Lawson, S.: Exploring mischief and mayhem in social computing or: how we learned to stop worrying and love the trolls. In: CHI 2012 Extended Abstracts on Human Factors in Computing Systems, pp. 121–130 (2012)
28.
go back to reference Lurey, J.S., Raisinghani, M.S.: An empirical study of best practices in virtual teams. Inf. Manag. 38(8), 523–544 (2001) Lurey, J.S., Raisinghani, M.S.: An empirical study of best practices in virtual teams. Inf. Manag. 38(8), 523–544 (2001)
29.
go back to reference Maslennikova, L.: Leader-centered versus follower-centered leadership styles. Lead. Adv. Online 14 (2007) Maslennikova, L.: Leader-centered versus follower-centered leadership styles. Lead. Adv. Online 14 (2007)
31.
go back to reference Purvanova, R.K., Bono, J.E.: Transformational leadership in context: face-to-face and virtual teams. Lead. Q. 20(3), 343–357 (2009) Purvanova, R.K., Bono, J.E.: Transformational leadership in context: face-to-face and virtual teams. Lead. Q. 20(3), 343–357 (2009)
33.
go back to reference Tseng, J.J., Tsai, Y.H., Chao, R.C.: Enhancing L2 interaction in avatar-based virtual worlds: student teachers’ perceptions. Australas. J. Educ. Technol. 29(3), 357–371 (2013) Tseng, J.J., Tsai, Y.H., Chao, R.C.: Enhancing L2 interaction in avatar-based virtual worlds: student teachers’ perceptions. Australas. J. Educ. Technol. 29(3), 357–371 (2013)
34.
go back to reference Vlachopoulos, P., Cowan, J.: Reconceptualising moderation in asynchronous online discussions using grounded theory. Distance Educ. 31(1), 23–36 (2010) Vlachopoulos, P., Cowan, J.: Reconceptualising moderation in asynchronous online discussions using grounded theory. Distance Educ. 31(1), 23–36 (2010)
35.
go back to reference Zaccaro, S.J., Bader, P.: E-leadership and the challenges of leading e-teams: minimizing the bad and maximizing the good. Organ. Dyn. 31(4), 377–387 (2003) Zaccaro, S.J., Bader, P.: E-leadership and the challenges of leading e-teams: minimizing the bad and maximizing the good. Organ. Dyn. 31(4), 377–387 (2003)
Metadata
Title
A Novel Tool for Online Community Moderator Evaluation
Author
Alicia J. W. Takaoka
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-60152-2_34