637
Views
14
CrossRef citations to date
0
Altmetric
Articles

Social signals as design interventions for enhancing citizen science contributions*

, , &
Pages 594-611 | Received 13 Sep 2016, Accepted 20 Feb 2017, Published online: 16 Mar 2017

References

  • Adar, E., & Huberman, B. A. (2000). Free riding on Gnutella. First Monday, 5(10). doi: 10.5210/fm.v5i10.792
  • Bates, D., Mächler, M., Bolker, B., & Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software, 67(1), 1–48. doi: 10.18637/jss.v067.i01
  • Bowser, A., Hansen, D., He, Y., Boston, C., Reid, M., Gunnell, L., & Preece, J. (2013). Using gamification to inspire new citizen science volunteers. Paper presented at the Proceedings of the first international conference on Gameful Design, Research, and Applications, Toronto, Canada.
  • Brabham, D. C. (2010). Moving the crowd at threadless: Motivations for participation in a crowdsourcing application. Information, Communication & Society, 13(8), 1122–1145. doi: 10.1080/13691181003624090
  • Cappa, F., Laut, J., Nov, O., Giustiniano, L., & Porfiri, M. (2016). Activating social strategies: Face-to-face interaction in technology-mediated citizen science. Journal of Environmental Management, 182, 374–384. doi: 10.1016/j.jenvman.2016.07.092
  • Cardamone, C., Schawinski, K., Sarzi, M., Bamford, S. P., Bennert, N., Urry, C., … van den Berg, J. (2009). Galaxy zoo green peas: Discovery of a class of compact extremely star-forming galaxies. Monthly Notices of the Royal Astronomical Society, 399(3), 1191–1205. doi: 10.1111/j.1365-2966.2009.15383.x
  • Chen, Y., Harper, F. M., Konstan, J., & Xin Li, S. (2010). Social comparisons and contributions to online communities: A field experiment on movielens. The American Economic Review, 100(4), 1358–1398. doi: 10.1257/aer.100.4.1358
  • Christy, K. R., & Fox, J. (2014). Leaderboards in a virtual classroom: A test of stereotype threat and social comparison explanations for women’s math performance. Computers & Education, 78, 66–77. doi: 10.1016/j.compedu.2014.05.005
  • Colusso, L., Hsieh, G., & Munson, S. A. (2016). Designing closeness to increase gamers’ performance. Paper presented at the Proceedings of the SIGCHI conference on Human Factors in Computing Systems, Sant Clara, CA.
  • Doan, A., Ramakrishnan, R., & Halevy, A. Y. (2011). Crowdsourcing systems on the world-wide web. Communications of the ACM, 54(4), 86–96. doi: 10.1145/1924421.1924442
  • Farzan, R., Dabbish, L. A., Kraut, R. E., & Postmes, T. (2011). Increasing commitment to online communities by designing for social presence. Paper presented at the Proceedings of the ACM 2011 conference on Computer Supported Cooperative Work, Hangzhou, China.
  • Festinger, L. (1954). A theory of social comparison processes. Human Relations, 7(2), 117–140. doi: 10.1177/001872675400700202
  • Cooper, S., Khatib, F., Treuille, A., Barbero, J., Lee, J., Beenen, M., … Foldit players. (2010). Predicting protein structures with a multiplayer online game. Nature, 466(7307), 756–760. doi: 10.1038/nature09304
  • Garcia, S. M., & Tor, A. (2009). The n-effect more competitors, less competition. Psychological Science, 20(7), 871–877. doi: 10.1111/j.1467-9280.2009.02385.x
  • Goodchild, M. F. (2007). Citizens as sensors: The world of volunteered geography. GeoJournal, 69(4), 211–221. doi: 10.1007/s10708-007-9111-y
  • Gura, T. (2013). Citizen science: Amateur experts. Nature, 496(7444), 259–261. doi: 10.1038/nj7444-259a
  • Harkins, S. G. (1987). Social loafing and social facilitation. Journal of Experimental Social Psychology, 23(1), 1–18. doi: 10.1016/0022-1031(87)90022-9
  • Holohan, A., & Garg, A. (2005). Collaboration online: The example of distributed computing. Journal of Computer-Mediated Communication, 10(4). doi: 10.1111/j.1083-6101.2005.tb00279.x
  • Hothorn, T., Bretz, F., & Westfall, P. (2008). Simultaneous inference in general parametric models. Biometrical Journal, 50(3), 346–363. doi: 10.1002/bimj.200810425
  • Hughes, D., Coulson, G., & Walkerdine, J. (2005). Free riding on Gnutella revisited: The bell tolls? IEEE Distributed Systems Online, 6(6). doi: 10.1109/MDSO.2005.31
  • Kawrykow, A., Roumanis, G., Kam, A., Kwak, D., Leung, C., Wu, C., … Waldispühl, J. (2012). Phylo: A citizen science approach for improving multiple sequence alignment. PloS ONE, 7(3), e31362. doi: 10.1371/journal.pone.0031362
  • Lang, C., Stillman, L., Linger, H., Dalvean, J., McNamara, B., McGrath, J., & Collins, R. (2012). Collaborative research partnerships in the community. Information, Communication & Society, 15(7), 1081–1105. doi: 10.1080/1369118X.2012.704061
  • Laut, J., Henry, E., Nov, O., & Porfiri, M. (2014). Development of a mechatronics-based citizen science platform for aquatic environmental monitoring. IEEE/ASME Transactions on Mechatronics, 19(5), 1541–1551. doi: 10.1109/TMECH.2013.2287705
  • Laut, J., Cappa, F., Nov, O., & Porfiri, M. (2017). Increasing citizen science contribution using a virtual peer. Journal of the American Society for Information Science and Technology, 68(3), 583–593. doi: 10.1002/asi.23685
  • Ling, K., Beenen, G., Ludford, P., Wang, X., Chang, K., Li, X., … Kraut, R. (2005). Using social psychology to motivate contributions to online communities. Journal of Computer-Mediated Communication, 10(4). doi: 10.1111/j.1083-6101.2005.tb00273.x
  • Lintott, C. J., Schawinski, K., Slosar, A., Land, K., Bamford, S., Thomas, D., … van den Berg, J. (2008). Galaxy zoo: Morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey. Monthly Notices of the Royal Astronomical Society, 389(3), 1179–1189. doi: 10.1111/j.1365-2966.2008.13689.x
  • Massung, E., Coyle, D., Cater, K. F., Jay, M., & Preist, C. (2013). Using crowdsourcing to support pro-environmental community activism. Paper presented at the Proceedings of the SIGCHI conference on Human Factors in Computing Systems, Paris, France.
  • Masters, K. L., Nichol, R. C., Hoyle, B., Lintott, C., Bamford, S. P., Edmondson, E. M., … Thomas, D. (2011). Galaxy zoo: Bars in disc galaxies. Monthly Notices of the Royal Astronomical Society, 411(3), 2026–2034. doi: 10.1111/j.1365-2966.2010.17834.x
  • Mendes, W. B., Blascovich, J., Major, B., & Seery, M. (2001). Challenge and threat responses during downward and upward social comparisons. European Journal of Social Psychology, 31(5), 477–497. doi: 10.1002/ejsp.80
  • Moschis, G. P. (1976). Social comparison and informal group influence. Journal of Marketing Research, 13(3), 237–244. doi: 10.2307/3150733
  • Nov, O., Arazy, O., & Anderson, D. (2011). Dusting for science: Motivation and participation of digital citizen science volunteers. Paper presented at the Proceedings of the 2011 iConference, Seattle, Washington.
  • Nov, O., Arazy, O., & Anderson, D. (2014). Scientists@home: What drives the quantity and quality of online citizen science participation?. PLoS ONE, 9(4), e90375. doi: 10.1371/journal.pone.0090375
  • Nov, O., Laut, J., & Porfiri, M. (2015). Using targeted design interventions to encourage extra-role crowdsourcing behavior. Journal of the Association for Information Science and Technology, 67(2), 483–489. doi: 10.1002/asi.23507
  • Oinas-Kukkonen, H., & Harjumaa, M. (2009). Persuasive systems design: Key issues, process model, and system features. Communications of the Association for Information Systems, 24(1), Article 8.
  • Paulos, E., Honicky, R., & Hooker, B. (2008). In M. Foth, (Ed.),Urban informatics: Community integration and implementation (pp. 414–436). Hershey, PA: IGI Global.
  • Preist, C., Massung, E., & Coyle, D. (2014). Competing or aiming to be average?: Normification as a means of engaging digital volunteers. Paper presented at the Proceedings of the 17th ACM conference on Computer Supported Cooperative Work & Social Computing, Baltimore, MD.
  • Price, L. L., Feick, L. F., & Higie, R. A. (1989). Preference heterogeneity and coorientation as determinants of perceived informational influence. Journal of Business Research, 19(3), 227–242. doi: 10.1016/0148-2963(89)90021-0
  • Raddick, M. J., Bracey, G., Gay, P. L., Lintott, C. J., Murray, P., Schawinski, K., … van den Berg, J. (2010). Galaxy zoo: Exploring the motivations of citizen science volunteers. Astronomy Education Review, 9(1), 010103. doi: 10.3847/AER2009036
  • Rotman, D., Preece, J., Hammock, J., Procita, K., Hansen, D., Parr, C., & Jacobs, D. (2012). Dynamic changes in motivation in collaborative citizen-science projects. Paper presented at the Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work, Seattle, Washington.
  • Shang, J., & Croson, R. (2009). A field experiment in charitable contribution: The impact of social information on the voluntary provision of public goods. The Economic Journal, 119(540), 1422–1439. doi: 10.1111/j.1468-0297.2009.02267.x
  • Shepherd, M. M., Briggs, R. O., Reinig, B. A., Yen, J., & Nunamaker, J. F., Jr. (1995). Invoking social comparison to improve electronic brainstorming: Beyond anonymity. Journal of Management Information Systems, 12(3), 155–170. doi: 10.1080/07421222.1995.11518095
  • Silvertown, J. (2009). A new dawn for citizen science. Trends in Ecology & Evolution, 24(9), 467–471. doi: 10.1016/j.tree.2009.03.017
  • Simpson, R., Page, K. R., & De Roure, D. (2014). Zooniverse: Observing the world’s largest citizen science platform. Paper presented at the Proceedings of the 23rd international conference on World Wide Web, Seoul, Korea.
  • Stibe, A. (2015). Towards a framework for socially influencing systems: Meta-analysis of four PLS-SEM based studies. Paper presented at the international conference on Persuasive Technology, Chicago, IL.
  • Sullivan, B. L., Wood, C. L., Iliff, M. J., Bonney, R. E., Fink, D., & Kelling, S. (2009). Ebird: A citizen-based bird observation network in the biological sciences. Biological Conservation, 142(10), 2282–2292. doi: 10.1016/j.biocon.2009.05.006
  • Taylor, S. E., & Lobel, M. (1989). Social comparison activity under threat: Downward evaluation and upward contacts. Psychological Review, 96(4), 569–575. doi: 10.1037/0033-295X.96.4.569
  • Westphal, A., Von Korff, J., Anderson, D., Alexander, A., Betts, B., Brownlee, D., & Zolensky, M. (2006). Stardust@home: Virtual microscope validation and first results. Paper presented at the 37th annual lunar and planetary science conference, League City, TX.
  • Wiggins, A., & Crowston, K. (2010). Developing a conceptual model of virtual organisations for citizen science. International Journal of Organisational Design and Engineering, 1(1–2), 148–162. doi: 10.1504/IJODE.2010.035191
  • Wilkinson, D. M. (2008). Strong regularities in online peer production. Paper presented at the Proceedings of the 9th ACM conference on Electronic Commerce, Chicago, IL.
  • Zheng, H., Li, D., & Hou, W. (2011). Task design, motivation, and participation in crowdsourcing contests. International Journal of Electronic Commerce, 15(4), 57–88. doi: 10.2753/JEC1086-4415150402

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.