Collective Sensemaking in Online Health Forums

Online health communities collect vast amounts of information and opinions in regards to health and wellness management. However, these opinions are usually stored within lengthy and loosely structured discussion threads; synthesizing information in these threads can be challenging. In this mixed-methods study, grounded in the theoretical perspective of collective sensemaking, we examined patterns of communication within an online diabetes community TuDiabetes. The results of the study suggest that members of TuDiabetes often construct shared meaning through deep discussions, back and forth negotiation of perspectives, and resolution of conflicts in opinions. However, unlike participants of other sensemaking communities, members of TuDiabetes often value multiplicity of opinions rather than consensus. We use study results to draw implications for the design of computing platforms for facilitating collective sensemaking that promote construction of shared knowledge yet embrace diversity of opinions.

[1]  Yiftach Nagar,et al.  What do you think?: the structuring of an online community as a collective-sensemaking process , 2012, CSCW.

[2]  Meredith Ringel Morris,et al.  CoSense: enhancing sensemaking for collaborative web search , 2009, CHI.

[3]  Gerrit C. van der Veer,et al.  CHI '05 Extended Abstracts on Human Factors in Computing Systems , 2005, CHI 2005.

[4]  Jiang Yang,et al.  Sweet Home: understanding diabetes management via a chinese online community , 2014, CHI.

[5]  Etienne Wenger,et al.  Communities of Practice: Learning, Meaning, and Identity , 1998 .

[6]  George W. Furnas,et al.  Making sense of sensemaking , 2005, CHI Extended Abstracts.

[7]  Aniket Kittur,et al.  He says, she says: conflict and coordination in Wikipedia , 2007, CHI.

[8]  Navneet Kaur,et al.  Opinion mining and sentiment analysis , 2016, 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom).

[9]  Scott Counts,et al.  mimir: a market-based real-time question and answer service , 2009, CHI.

[10]  E. Wenger.  Communities of Practice: Learning, Meaning, and Identity , 1998 .

[11]  Natasa Milic-Frayling,et al.  Socializing or knowledge sharing?: characterizing social intent in community question answering , 2009, CIKM.

[12]  K. Weick.  FROM SENSEMAKING IN ORGANIZATIONS , 2021, The New Economic Sociology.

[13]  Gerry Stahl,et al.  Group Cognition: Computer Support for Building Collaborative Knowledge (Acting with Technology) , 2006 .

[14]  Aniket Kittur,et al.  Identifying shared leadership in Wikipedia , 2011, CHI.

[15]  Madhu C. Reddy,et al.  Understanding together: sensemaking in collaborative information seeking , 2010, CSCW '10.

[16]  Wanda Pratt,et al.  Catalyzing social support for breast cancer patients , 2010, CHI.

[17]  F. Maxwell Harper,et al.  Facts or friends?: distinguishing informational and conversational questions in social Q&A sites , 2009, CHI.

[18]  Terry Winograd,et al.  SenseMaker: an information-exploration interface supporting the contextual evolution of a user's interests , 1997, CHI.

[19]  Yan Qu.  A sensemaking-supporting information gathering system , 2003, CHI Extended Abstracts.

[20]  George W. Furnas,et al.  Sensemaking workshop CHI 2009 , 2009, CHI Extended Abstracts.

[21]  Anita L. Blanchard,et al.  Supportive communication, sense of virtual community and health outcomes in online infertility groups , 2009, C&T.

[22]  Mark S. Ackerman,et al.  Collaborative help in chronic disease management: supporting individualized problems , 2012, CSCW.

[23]  M. Duffy.  Sensemaking: A Collaborative Inquiry Approach to "Doing" Learning , 1995 .

[24]  Aniket Kittur,et al.  Harnessing the wisdom of crowds in wikipedia: quality through coordination , 2008, CSCW.

[25]  Regina Barzilay,et al.  Event Discovery in Social Media Feeds , 2011, ACL.

[26]  David Gotz,et al.  The ScratchPad: sensemaking support for the web , 2007, WWW '07.

[27]  C. Coburn,et al.  Collective Sensemaking about Reading: How Teachers Mediate Reading Policy in Their Professional Communities , 2001 .

[28]  Aaron Halfaker,et al.  A jury of your peers: quality, experience and ownership in Wikipedia , 2009, Int. Sym. Wikis.

[29]  Aniket Kittur,et al.  Sensemaking : Improving Sensemaking by Leveraging the Efforts of Previous Users , 2012 .

[30]  Lena Mamykina,et al.  Design lessons from the fastest q&a site in the west , 2011, CHI.

[31]  Monika Richter,et al.  Cognition In The Wild , 2016 .

[32]  James D. Hollan,et al.  Distributed cognition: toward a new foundation for human-computer interaction research , 2000, TCHI.

[33]  Desney S. Tan,et al.  Investigating web search strategies and forum use to support diet and weight loss , 2009, CHI Extended Abstracts.

[34]  Jason Swarts,et al.  The collaborative construction of "fact" on Wikipedia , 2009, SIGDOC '09.

[35]  Victor Kaptelinin,et al.  Group Cognition Computer Support for Building Collaborative Knowledge , 2007 .

[36]  Dorrit Billman,et al.  Medical sensemaking with entity workspace , 2007, CHI.

[37]  Gilbert Cockton,et al.  CHI '03 Extended Abstracts on Human Factors in Computing Systems , 2003, CHI 2003.

[38]  Gilad Ravid,et al.  Information overload and the message dynamics of online interaction spaces: a theoretical model and empirical exploration , 2004, IEEE Engineering Management Review.

[39]  Mark S. Ackerman,et al.  Questions in, knowledge in?: a study of naver's question answering community , 2009, CHI.

[40]  Li Wang,et al.  Predicting Thread Discourse Structure over Technical Web Forums , 2011, EMNLP.

[41]  K. Weick,et al.  Organizing and the Process of Sensemaking , 2005 .

[42]  Alan Ritter,et al.  Unsupervised Modeling of Twitter Conversations , 2010, NAACL.

[43]  Priya Nambisan,et al.  Information seeking and social support in online health communities: impact on patients' perceived empathy , 2011, J. Am. Medical Informatics Assoc..

[44]  Robert E. Kraut,et al.  Why pay?: exploring how financial incentives are used for question & answer , 2010, CHI.

[45]  Marilyn Tremaine.  CHI '01 Extended Abstracts on Human Factors in Computing Systems , 2001, CHI Extended Abstracts.

[46]  Giuseppe Carenini,et al.  ConVis: A Visual Text Analytic System for Exploring Blog Conversations , 2014, Comput. Graph. Forum.

[47]  Annie T. Chen.  Exploring online support spaces: using cluster analysis to examine breast cancer, diabetes and fibromyalgia support groups. , 2012, Patient education and counseling.

[48]  Michela Ferron,et al.  Collective memory building in Wikipedia: the case of North African uprisings , 2011, Int. Sym. Wikis.