News coverage, digital activism, and geographical saliency: A case study of refugee camps and volunteered geographical information

The last several decades have witnessed a shift in the way in which news is delivered and consumed by users. With the growth and advancements in mobile technologies, the Internet, and Web 2.0 technologies users are not only consumers of news, but also producers of online content. This has resulted in a novel and highly participatory cyber-physical news awareness ecosystem that fosters digital activism, in which volunteers contribute content to online communities. While studies have examined the various components of this news awareness ecosystem, little is still known about how news media coverage (and in particular digital media) impacts digital activism. In order to address this challenge and develop a greater understanding of it, this paper focuses on a specific form of digital activism, that of the production of digital geographical content through crowdsourcing efforts. Using refugee camps from around the world as a case study, we examine the relationship between news coverage (via Google news), search trends (via Google trends) and user edit contribution patterns in OpenStreetMap, a prominent geospatial data crowdsourcing platform. In addition, we compare and contrast these patterns with user edit patterns in Wikipedia, a well-known non-geospatial crowdsourcing platform. Using Google news and Google trends to derive a measure of thematic public awareness, our findings indicate that digital activism bursts tend to take place during periods of sustained build-up of public awareness deficit or surplus. These findings are in line with two prominent mass communication theories: agenda setting and corrective action, and suggest the emergence of a novel stimulus-awareness-activism framework in today’s participatory digital age. Moreover, these findings further complement existing research examining the motivational factors that drive users to contribute to online collaborative communities. This paper brings us one step closer to understanding the underlying mechanisms that drive digital activism in particular in the geospatial domain.

[1]  R. Picard Twilight or New Dawn of Journalism? , 2014 .

[2]  Seth van Hooland,et al.  MJ no more: using concurrent wikipedia edit spikes with social network plausibility checks for breaking news detection , 2013, WWW.

[3]  Michael Pfau,et al.  The Impact of Web Site Campaigning on Traditional News Media and Public Information Processing , 2003 .

[4]  Maxwell McCombs,et al.  Tracing the Time Lag in Agenda-Setting , 1981 .

[5]  S. Nuti,et al.  The Use of Google Trends in Health Care Research: A Systematic Review , 2014, PloS one.

[6]  Jie Yin,et al.  Using Social Media to Enhance Emergency Situation Awareness , 2012, IEEE Intelligent Systems.

[7]  Karen M. Lancendorfer,et al.  Agenda-setting and the internet: The intermedia influence of internet bulletin boards on newspaper coverage of the 2000 general election in South Korea , 2005 .

[8]  L. Capra,et al.  Mapping Community Engagement with Urban Crowd-Sourcing , 2012, Proceedings of the International AAAI Conference on Web and Social Media.

[9]  A. Troumbis Declining Google Trends of public interest in biodiversity: semantics, statistics or traceability of changing priorities? , 2017, Biodiversity and Conservation.

[10]  Ye Sun,et al.  Weibo, WeChat, and the Transformative Events of Environmental Activism on China's Wild Public Screens , 2016 .

[11]  J. Friedman Multivariate adaptive regression splines , 1990 .

[12]  Rodolphe Devillers,et al.  Improving Volunteered Geographic Information Quality Using a Tag Recommender System: The Case of OpenStreetMap , 2015, OpenStreetMap in GIScience.

[13]  Luciana S. Buriol,et al.  Temporal Analysis of the Wikigraph , 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06).

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

[15]  Kjetil Nørvåg,et al.  WikiPop: personalized event detection system based on Wikipedia page view statistics , 2010, CIKM '10.

[16]  H. Khondker Role of the New Media in the Arab Spring , 2011 .

[17]  Hernando Rojas,et al.  Mobilizers Mobilized: Information, Expression, Mobilization and Participation in the Digital Age , 2009, J. Comput. Mediat. Commun..

[18]  J. Carroll,et al.  A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication , 2013, Journal of medical Internet research.

[19]  Ye Sun,et al.  Constructing Public Space|Weibo, WeChat, and the Transformative Events of Environmental Activism in China , 2016 .

[20]  Jake Batsell,et al.  Engaged Journalism: Connecting with Digitally Empowered News Audiences , 2015 .

[21]  Steven P. Jackson,et al.  Assessing the impact of demographic characteristics on spatial error in volunteered geographic information features , 2015 .

[22]  Stefan Geiß,et al.  The interplay between media-for-monitoring and media-for-searching: How news media trigger searches and edits in Wikipedia , 2016, New Media Soc..

[23]  Stephen R. Barnard,et al.  Digitally Enabled Social Change: Activism in the Internet Age , 2012, New Media Soc..

[24]  J. Ripberger Capturing Curiosity: Using Internet Search Trends to Measure Public Attentiveness , 2011 .

[25]  S. O'Neill,et al.  Engaging the public with climate change: Behaviour change and communication , 2010 .

[26]  S. Adee Burst the filter bubble , 2016 .

[27]  H Eugene Stanley,et al.  Quantifying the semantics of search behavior before stock market moves , 2014, Proceedings of the National Academy of Sciences.

[28]  Giovanni Quattrone,et al.  The Life of the Party: Impact of Social Mapping in OpenStreetMap , 2013, ICWSM.

[29]  M. Goodchild,et al.  Volunteered Geographic Information, the Exaflood, and the Growing Digital Divide , 2013 .

[30]  Jacob Ratkiewicz,et al.  Traffic in Social Media I: Paths Through Information Networks , 2010, 2010 IEEE Second International Conference on Social Computing.

[31]  M. Haklay How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets , 2010 .

[32]  Ning Wang,et al.  Networked discontent: The anatomy of protest campaigns in social media , 2016, Soc. Networks.

[33]  Maurizio Napolitano,et al.  MVP OSM: a tool to identify areas of high quality contributor activity in OpenStreetMap , 2012 .

[34]  Pascal Neis,et al.  Analyzing the Contributor Activity of a Volunteered Geographic Information Project - The Case of OpenStreetMap , 2012, ISPRS Int. J. Geo Inf..

[35]  Peter Mooney,et al.  Analysis of Interaction and Co‐editing Patterns amongst OpenStreetMap Contributors , 2014, Trans. GIS.

[36]  S. Gorman,et al.  Volunteered Geographic Information and Crowdsourcing Disaster Relief: A Case Study of the Haitian Earthquake , 2010 .

[37]  Ryen W. White,et al.  Seeking and sharing health information online: comparing search engines and social media , 2014, CHI.

[38]  H. Roberts,et al.  Social Mobilization and the Networked Public Sphere: Mapping the SOPA-PIPA Debate , 2015 .

[39]  C. Haythornthwaite,et al.  Motivation for Open Collaboration , 2013 .

[40]  Andrew Crooks,et al.  User-Generated Big Data and Urban Morphology , 2016 .

[41]  Anthony Stefanidis,et al.  #Earthquake: Twitter as a Distributed Sensor System , 2013, Trans. GIS.

[42]  Mary Joyce Digital Activism Decoded: The New Mechanics of Change , 2010 .

[43]  Noora Al Emadi,et al.  Geography of Solidarity: Spatial and Temporal Patterns , 2016 .

[44]  Bin Jiang,et al.  Characterizing the Heterogeneity of the OpenStreetMap Data and Community , 2015, ISPRS Int. J. Geo Inf..

[45]  H. Roberts,et al.  Social Mobilization and the Networked Public Sphere: Mapping the SOPA-PIPA Debate , 2015 .

[46]  Michael Scharkow,et al.  Measuring the Public Agenda using Search Engine Queries , 2011 .

[47]  Kim Christian Schrøder,et al.  The Relative Importance of Social Media for Accessing, Finding, and Engaging with News , 2014 .

[48]  Karl Rehrl,et al.  A Framework for Data-Centric Analysis of Mapping Activity in the Context of Volunteered Geographic Information , 2016, ISPRS Int. J. Geo Inf..

[49]  Martin Wattenberg,et al.  Visualizing Activity on Wikipedia with Chromograms , 2007, INTERACT.

[50]  David Grazian A Digital Revolution? A Reassessment of New Media and Cultural Production in the Digital Age , 2005 .

[51]  Giovanni Quattrone,et al.  The Impact of Society on Volunteered Geographic Information: The Case of OpenStreetMap , 2015, OpenStreetMap in GIScience.

[52]  Wayne Wanta,et al.  Agenda Setting and Issue Salience Online , 2002, Commun. Res..

[53]  Rodolphe Devillers,et al.  Contributors’ enrollment in collaborative online communities: the case of OpenStreetMap , 2017, Geo spatial Inf. Sci..

[54]  Andreas Dengel,et al.  Analysis and forecasting of trending topics in online media streams , 2013, ACM Multimedia.

[55]  M. Gentzkow,et al.  Social Media and Fake News in the 2016 Election , 2017 .

[56]  Carl F. Salk,et al.  Comparing the Quality of Crowdsourced Data Contributed by Expert and Non-Experts , 2013, PloS one.

[57]  Dhavan V. Shah,et al.  Agenda Setting in a Digital Age: Tracking Attention to California Proposition 8 in Social Media, Online News and Conventional News , 2010 .

[58]  B. Hutchins,et al.  Power games: environmental protest, news media and the internet , 2009 .

[59]  Mike Berry,et al.  Press coverage of the refugee and migrant crisis in the EU: a content analysis of five European countries , 2016 .

[60]  Luis R. Carrasco,et al.  Analysis of the Capacity of Google Trends to Measure Interest in Conservation Topics and the Role of Online News , 2016, PloS one.

[61]  Eleftherios Mylonakis,et al.  Google trends: a web-based tool for real-time surveillance of disease outbreaks. , 2009, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[62]  PeterMooney How social is OpenStreetMap? , 2012 .

[63]  P. Shoemaker Communication Campaigns about Drugs : Government, Media, and the Public , 1989 .

[64]  Timothy W. Finin,et al.  Why we twitter: understanding microblogging usage and communities , 2007, WebKDD/SNA-KDD '07.

[65]  Yi Zhang,et al.  Do Wikipedians follow domain experts?: a domain-specific study on Wikipedia knowledge building , 2010, JCDL '10.

[66]  D. Shaw,et al.  Agenda setting function of mass media , 1972 .

[67]  Jeff South,et al.  LEGITIMIZING WIKIPEDIA , 2011 .

[68]  Change Saffron O’Neill and Maxwell Boykoff The Role of New Media in Engaging the Public with Climate Change , 2012 .

[69]  H. Stanley,et al.  Quantifying Trading Behavior in Financial Markets Using Google Trends , 2013, Scientific Reports.

[70]  Malcolm R. Parks,et al.  Social Media and Political Change: Capacity, Constraint, and Consequence , 2012 .

[71]  Patrick Weber,et al.  OpenStreetMap: User-Generated Street Maps , 2008, IEEE Pervasive Computing.

[72]  Shepherd Mpofu,et al.  New media, old news: Journalism and democracy in the digital age , 2013 .

[73]  Albert-Laszló Barabási,et al.  Bursts : the hidden patterns behind everything we do, from your e-mail to bloody crusades , 2011 .

[74]  Arthur A. Stukas,et al.  PERSONALITY PROCESSES AND INDIVIDUAL DIFFERENCES Understanding and Assessing the Motivations of Volunteers: A Functional Approach , 2004 .

[75]  A. Bruns,et al.  The Arab Spring and Social Media Audiences , 2013 .

[76]  Clay Westrope,et al.  Groundtruthing OpenStreetMap building damage assessment , 2014 .

[77]  Hong Qi,et al.  Open source data reveals connection between online and on-street protest activity , 2016, EPJ Data Science.

[78]  Anthony Stefanidis,et al.  Authoritative and Volunteered Geographical Information in a Developing Country: A Comparative Case Study of Road Datasets in Nairobi, Kenya , 2017, ISPRS Int. J. Geo Inf..

[79]  Yasushi Shinjo,et al.  VPN Gate: A Volunteer-Organized Public VPN Relay System with Blocking Resistance for Bypassing Government Censorship Firewalls , 2014, NSDI.

[80]  Bruce Bimber,et al.  Finding News Stories: A Comparison of Searches Using Lexisnexis and Google News , 2008 .

[81]  Adam Millard-Ball,et al.  The world’s user-generated road map is more than 80% complete , 2017, PloS one.

[82]  Dieter Pfoser,et al.  Crowdsourcing urban form and function , 2015, Int. J. Geogr. Inf. Sci..

[83]  Jens Lehmann,et al.  DBpedia - A large-scale, multilingual knowledge base extracted from Wikipedia , 2015, Semantic Web.

[84]  Mark Deuze,et al.  Participation, Remediation, Bricolage: Considering Principal Components of a Digital Culture , 2006, Inf. Soc..

[85]  Joe Bob Hester Setting the Agenda: The Mass Media and Public Opinion , 2005 .

[86]  Robert G. Picard,et al.  Twilight or New Dawn of Journalism? , 2014 .

[87]  Joanna Redden,et al.  A new news order?: Online news content examined , 2009 .

[88]  Anthony T. C. Goh,et al.  Multivariate adaptive regression splines and neural network models for prediction of pile drivability , 2016 .

[89]  Bernardo A. Huberman,et al.  Assessing the value of cooperation in Wikipedia , 2007, First Monday.

[90]  P. Howard,et al.  Digital Activism and Non‐Violent Conflict , 2013 .

[91]  Bo Xu,et al.  An empirical study of the motivations for content contribution and community participation in Wikipedia , 2015, Inf. Manag..

[92]  Wolfgang Nejdl,et al.  Extracting Event-Related Information from Article Updates in Wikipedia , 2013, ECIR.

[93]  Matthew T. Rice,et al.  Crowdsourced Geospatial Data: A Report on the Emerging Phenomena of Crowdsourced and User-Generated Geospatial Data , 2012 .

[94]  How Sudden Censorship Can Increase Access to Information , 2018, American Political Science Review.

[95]  Pablo J. Boczkowski,et al.  Between tradition and change , 2009 .

[96]  Yun Liu,et al.  Opinion formation on social media: an empirical approach. , 2014, Chaos.

[97]  Giovanni Quattrone,et al.  Mass Participation During Emergency Response: Event-centric Crowdsourcing in Humanitarian Mapping , 2017, CSCW.

[98]  L. Bierut,et al.  Monitoring of non-cigarette tobacco use using Google Trends , 2014, Tobacco Control.

[99]  Alexander Zipf,et al.  Temporal Analysis on Contribution Inequality in OpenStreetMap: A Comparative Study for Four Countries , 2016, ISPRS Int. J. Geo Inf..

[100]  David H. Douglas,et al.  ALGORITHMS FOR THE REDUCTION OF THE NUMBER OF POINTS REQUIRED TO REPRESENT A DIGITIZED LINE OR ITS CARICATURE , 1973 .

[101]  Anthony Stefanidis,et al.  Linking cyber and physical spaces through community detection and clustering in social media feeds , 2015, Comput. Environ. Urban Syst..

[102]  Edson C. Tandoc,et al.  THE JOURNALIST IS MARKETING THE NEWS , 2016 .

[103]  Sean W. Smith,et al.  The Quality of Open Source Production: Zealots and Good Samaritans in the Case of Wikipedia , 2007 .

[104]  Nino Vincenzo Verde,et al.  Bypassing Censorship: A Proven Tool against the Recent Internet Censorship in Turkey , 2014, 2014 IEEE International Symposium on Software Reliability Engineering Workshops.

[105]  David Coleman,et al.  Volunteered Geographic Information: the nature and motivation of produsers , 2009, Int. J. Spatial Data Infrastructures Res..

[106]  Laura A. Granka,et al.  Measuring Agenda Setting with Online Search Traffic: Influences of Online and Traditional Media , 2010 .

[107]  Mark Zastrow Crisis mappers turn to citizen scientists , 2014, Nature.