"Guess what! You're the First to See this Event": Increasing Contribution to Online Production Communities

In this paper, we describe the results of an online field experiment examining the impacts of messaging about task novelty on the volume of volunteers' contributions to an online citizen science project. Encouraging volunteers to provide a little more content as they work is an attractive strategy to increase the community's output. Prior research found that an important motivation for participation in online citizen science is the wonder of being the first person to observe a particular image. To appeal to this motivation, a pop-up message was added to an online citizen science project that alerted volunteers when they were the first to annotate a particular image. Our analysis reveals that new volunteers who saw these messages increased the volume of annotations they contributed. The results of our study suggest an additional strategy to increase the amount of work volunteers contribute to online communities and citizen science projects specifically.

[1]  Aniket Kittur,et al.  Organizing without formal organization: group identification, goal setting and social modeling in directing online production , 2012, CSCW.

[2]  Nicholas Jing Yuan,et al.  Mining novelty-seeking trait across heterogeneous domains , 2014, WWW.

[3]  Jason T. Reed,et al.  An Exploratory Factor Analysis of Motivations for Participating in Zooniverse, a Collection of Virtual Citizen Science Projects , 2013, 2013 46th Hawaii International Conference on System Sciences.

[4]  Robert E. Kraut,et al.  Building loyalty to online communities through bond and identity-based attachment to sub-groups , 2014, CSCW.

[5]  David De Roure,et al.  Zooniverse: observing the world's largest citizen science platform , 2014, WWW.

[6]  Oded Nov,et al.  What motivates Wikipedians? , 2007, CACM.

[7]  Heng-Li Yang,et al.  Motivations of Wikipedia content contributors , 2010, Comput. Hum. Behav..

[8]  Krzysztof Z. Gajos,et al.  Curiosity Killed the Cat, but Makes Crowdwork Better , 2016, CHI.

[9]  C. D. Smock,et al.  Children's reactions to novelty: an experimental study of "curiosity motivation". , 1962, Child development.

[10]  Burr Settles,et al.  Plugged in to the community: social motivators in online goal-setting groups , 2011, C&T.

[11]  C. Lintott,et al.  Galaxy Zoo: Exploring the Motivations of Citizen Science Volunteers. , 2009, 0909.2925.

[12]  Dario Taraborelli,et al.  MoodBar: Increasing New User Retention in Wikipedia through Lightweight Socialization , 2014, CSCW.

[13]  D. Berlyne A theory of human curiosity. , 1954, British journal of psychology.

[14]  Bodo Winter,et al.  Linear models and linear mixed effects models in R with linguistic applications , 2013, ArXiv.

[15]  P. Resnick,et al.  Building Successful Online Communities: Evidence-Based Social Design , 2012 .

[16]  Brian Fitzgerald,et al.  Why Hackers Do What They Do: Understanding Motivation and Effort in Free/Open Source Software Projects , 2007 .

[17]  Amy Bruckman,et al.  From Wikipedia to the Classroom: Exploring Online Publication and Learning , 2006, ICLS.

[18]  Louis Leung Leisure boredom, sensation seeking, self-esteem, and addiction: Symptoms and patterns of cell phone use , 2008 .

[19]  Danny Miller,et al.  Theory and issues in the study of consumption , 2001 .

[20]  Aaron Halfaker,et al.  Using edit sessions to measure participation in wikipedia , 2013, CSCW.

[21]  Rich Gazan,et al.  First-Mover Advantage in a Social Q&A Community , 2015, 2015 48th Hawaii International Conference on System Sciences.

[22]  Stuart Lynn,et al.  THE HISTORY AND ENVIRONMENT OF A FADED QUASAR: HUBBLE SPACE TELESCOPE OBSERVATIONS OF HANNY'S VOORWERP AND IC 2497 , 2012, 1206.3797.

[23]  Michael Vitale,et al.  The Wisdom of Crowds , 2015, Cell.

[24]  Jennifer Preece,et al.  Dynamic changes in motivation in collaborative citizen-science projects , 2012, CSCW.

[25]  Stacey Kuznetsov,et al.  Motivations of contributors to Wikipedia , 2006, CSOC.

[26]  Oded Nov,et al.  Exploring motivations for contributing to open source initiatives: The roles of contribution context and personal values , 2008, Comput. Hum. Behav..

[27]  Carsten S. Østerlund,et al.  Motivations for Sustained Participation in Crowdsourcing: Case Studies of Citizen Science on the Role of Talk , 2015, 2015 48th Hawaii International Conference on System Sciences.

[28]  Jennifer Preece,et al.  Does motivation in citizen science change with time and culture? , 2014, CSCW Companion.

[29]  Alexander Hars,et al.  Working for free? Motivations of participating in open source projects , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[30]  Eric S. Raymond,et al.  The New Hacker's Dictionary , 1991 .

[31]  S. Reiss Multifaceted Nature of Intrinsic Motivation: The Theory of 16 Basic Desires , 2004 .

[32]  S. Hollis,et al.  What is meant by intention to treat analysis? Survey of published randomised controlled trials , 1999, BMJ.

[33]  Carsten S. Østerlund,et al.  Encouraging Work in Citizen Science: Experiments in Goal Setting and Anchoring , 2016, CSCW Companion.

[34]  Carl Rhodes,et al.  Editorial: Neophilia and organization , 2010 .