The Role of Big Data in Addressing Societal Challenges: A Systematic Mapping Study

Big data has recently become the focus of academic and corporate investigation due to its high potential in generating business and social value. We have done a systematic mapping of the literature related to big data and its applications leading to social change through the lens of social innovation. The search strategy initially resulted in 593 papers, and after applying inclusion exclusion criteria a total of 156 papers were mapped; 59% of which were identified as empirical studies. This mapping investigated the publication frequency of the studies, research approach and contributions, research areas and article distribution per journal. We also address some challenges found from the mapping associated with the research topic. This mapping study will offer the basis for a reflection process among the researchers in this field and will allow us to develop a research agenda and roadmap of big data and its applications leading to social change.

[1]  Mike Chiasson,et al.  Style Composition in Action Research Publication , 2012, MIS Q..

[2]  Kai Petersen,et al.  Systematic Mapping Studies in Software Engineering , 2008, EASE.

[3]  Geoff Mulgan,et al.  The Theoretical Foundations of Social Innovation , 2012 .

[4]  Maria Elena Baltazar Herrera Creating competitive advantage by institutionalizing corporate social innovation , 2015 .

[5]  Barbara Kitchenham,et al.  Procedures for Performing Systematic Reviews , 2004 .

[6]  Ralph Schroeder,et al.  Big Data and Positive Change in the Developing World , 2014 .

[7]  Arne Hintz,et al.  Prediction, pre-emption and limits to dissent: Social media and big data uses for policing protests in the United Kingdom , 2018, New Media Soc..

[8]  G. Cajaiba-Santana Social innovation: Moving the field forward. A conceptual framework , 2014 .

[9]  Marleen Huysman,et al.  Debating big data: A literature review on realizing value from big data , 2017, J. Strateg. Inf. Syst..

[10]  Roberto V. Zicari,et al.  Big Data: Challenges and Opportunities , 2013 .

[11]  G. Mulgan,et al.  The open book of social innovation , 2010 .

[12]  Michail N. Giannakos,et al.  Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies , 2018, Inf. Syst. E Bus. Manag..

[13]  Geoff Mulgan,et al.  The Process of Social Innovation , 2006, Innovations: Technology, Governance, Globalization.

[14]  B. J. Oates,et al.  Researching Information Systems and Computing , 2005 .

[15]  Grigori Melnik,et al.  On the success of empirical studies in the international conference on software engineering , 2006, ICSE.

[16]  Benjamin W. Wah,et al.  Significance and Challenges of Big Data Research , 2015, Big Data Res..

[17]  Michail N. Giannakos,et al.  Social Innovation And Social Entrepreneurship Through Big Data: Developing A Reseach Agenda , 2017, MCIS.

[18]  Guillermo Vega-Gorgojo,et al.  Societal impacts of big data: challenges and opportunities in Europe , 2017, ArXiv.

[19]  Charbel José Chiappetta Jabbour,et al.  Management theory and big data literature: From a review to a research agenda , 2018, Int. J. Inf. Manag..

[20]  J. Manyika Big data: The next frontier for innovation, competition, and productivity , 2011 .

[21]  Pearl Brereton,et al.  Using mapping studies as the basis for further research - A participant-observer case study , 2011, Inf. Softw. Technol..

[22]  Kenth Engø-Monsen,et al.  Impact of human mobility on the emergence of dengue epidemics in Pakistan , 2015, Proceedings of the National Academy of Sciences.

[23]  Vasant Dhar,et al.  Editorial - Big Data, Data Science, and Analytics: The Opportunity and Challenge for IS Research , 2014, Inf. Syst. Res..

[24]  John Gantz,et al.  The Digital Universe in 2020: Big Data, Bigger Digital Shadows, and Biggest Growth in the Far East , 2012 .

[25]  Michail N. Giannakos,et al.  Big data analytics capabilities: a systematic literature review and research agenda , 2017, Information Systems and e-Business Management.

[26]  MaryAnne M. Gobble,et al.  Big Data: The Next Big Thing in Innovation , 2013 .

[27]  Clive Jefferies,et al.  Length and readability of structured software engineering abstracts , 2008, IET Softw..

[28]  Mara Ferreri,et al.  Platform economies and urban planning: Airbnb and regulated deregulation in London , 2018 .

[29]  Shahriar Akter,et al.  How ‘Big Data’ Can Make Big Impact: Findings from a Systematic Review and a Longitudinal Case Study , 2015 .