I. O. Pappas, P. Mikalef, M. N. Giannakos, and K. J. , Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies, Inf Syst E-Bus Manage, vol.16, p.479, 2018.

P. Mikalef, I. O. Pappas, J. Krogstie, and M. Giannakos, Big data analytics capabilities: a systematic literature review and research agenda, Information Systems and e-Business Management, vol.16, issue.3, pp.547-578, 2018.

J. Gantz and D. Reinsel, The digital universe in 2020: big data, bigger digital shadows, and biggest growth in the far east, IDC iView IDC Anal Future, vol.2012, pp.1-16, 2012.

R. Agarwal and V. Dhar, Editorial-Big data, data science, and analytics: The opportunity and challenge for IS research, Information Systems Research, vol.25, pp.443-448, 2014.

I. O. Pappas, L. Jaccheri, P. Mikalef, and M. N. Giannakos, Social Innovation and Social Entrepreneurship through Big Data: Developing a Research Agenda. 11th Mediterranean Conference on Information Systems, 2017.

K. C. Desouza and K. L. Smith, Big data for social innovation, Stanford Social Innovation Review, 2014.

J. A. Phills, K. Deiglmeier, and D. T. Miller, Rediscovering social Innovation, Stanford Social Innovation Review, vol.6, issue.4, pp.34-43, 2008.

S. F. Wamba, S. Akter, A. Edwards, G. Chopin, and D. Gnanzou, How 'big data' can make big impact: Findings from a systematic review and a longitudinal case study, International Journal of Production Economics, vol.165, 2015.

P. De-camaro-fiorini, B. M. Roman-pais, C. J. Seles, E. Jabbour, A. L. Mariano et al., Management theory and big data literature: From a review to a research agenda, International Journal of Information Management, vol.43, pp.112-129, 2018.

W. A. Gunther, M. H. Mehrizi, M. Huysman, and F. Feldberg, Debating big data: A literature review on realizing value from big data, The Journal of Strategic Information Systems, vol.26, issue.3, pp.191-209, 2017.

F. M. Tseng and R. R. Harmon, The impact of big data analytics on the dynamics of social change, Technological Forecasting and Social Change, vol.130, 2018.

G. Cajaiba-santana, Social innovation: Moving the field forward. A conceptual framework, Technological Forecasting and Social Change, vol.82, pp.42-51, 2014.

R. V. Zicari, Big data: Challenges and opportunities, Big data computing, 2014.

K. Petersen, R. Feldt, S. Mujtaba, and M. M. , Systematic mapping studies in software engineering, EASE, vol.8, pp.68-77, 2008.

M. Cuquet, G. Vega-gorgojo, H. Lammerant, R. Finn, and . Umair-ul-hassan, Societal impacts of big data: challenges and opportunities in Europe, 2017.

M. M. Gobble, Big data: the next big thing in innovation, Res. Technol. Manag, vol.56, issue.1, pp.64-66, 2013.

J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs et al., Big Data: The Next Frontier for Innovation, Competition and Productivity, 2011.

B. Brown, M. Chul, and J. Manyika, Are you ready for the era of ???big data?, ?? McKinsey Q, vol.4, 2011.

G. Mulgan, The theoretical foundation of social innovation, Social Innovation, 2012.

G. Mulgan, The process of social innovation, Innovations, vol.1, issue.2, pp.145-162, 2006.

M. E. Herrera, Creating competitive advantage by institutionalizing corporate social innovation, Journal of Business Research, vol.68, issue.7, pp.1468-1474, 2015.

R. Murray, J. Caulier-grice, and G. Mulgan, The open book of social innovation. London, UK. National endowment for science, technology and the art (NESTA), 2010.

J. X. Wah, B. W. Cheng, X. Wang, and Y. , Significance and challenges of Big Data Research, Big Data Research, vol.2, pp.59-64, 2015.

B. Kitchenham, Procedures for performing systematic reviews, vol.33, pp.1-26, 2004.

B. J. Oates, Researching Information Systems and Computing, 2006.

C. Zannier, G. Melnik, and F. Maurer, On the success of empirical studies in the international conference on software engineering, ICSE '06 Proceedings of the 28th international conference on Software engineering, 2006.

L. Mathiassen, M. Chiasson, and G. M. , Style Composition in Action Research Publication, MIS Quarterly, vol.32, issue.2, pp.347-363, 2012.

L. Taylor, J. Cowls, R. Schroeder, and E. T. Meyer, Big data and positive change in the developing world, Policy and Internet, vol.6, pp.418-444, 2014.

M. Ferreri and R. Sanyal, Platform economies and urban planning: Airbnb and regulated deregulation in London, Urban Studies, p.15, 2018.

L. Dencik, A. Hintz, and Z. Carey, Prediction, pre-emption, and limits to dissent: Social media and big data use for policing protests in the United Kingdom, New Media & Society, vol.20, 2017.

A. Wesolowski, T. Qureshi, M. F. Boni, P. R. Sundsoy, M. A. Johansson et al., Impact of human mobility on the emergence of dengue epidemics in Pakistan, PNAS September, vol.22, 2015.

B. A. Kitchenham, D. Budgen, P. Brereton, and O. , Using mapping studies as the basis for further research-a participant observer case study, Inf Softw Technol, vol.53, pp.638-651, 2011.

B. A. Kitchenham, P. Brereton, O. , and O. S. , Length and readability of structured software engineering abstracts, IET Softw, vol.2, p.37, 2008.