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2019 | OriginalPaper | Chapter

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

Authors : Farzana Quayyum, Ilias O. Pappas, Letizia Jaccheri

Published in: Digital Transformation for a Sustainable Society in the 21st Century

Publisher: Springer International Publishing

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Abstract

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.

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Literature
1.
go back to reference Pappas, I.O., Mikalef, P., Giannakos, M.N., Krogstie, J.: Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies. Inf. Syst. E-Bus. Manag. 16, 479 (2018)CrossRef Pappas, I.O., Mikalef, P., Giannakos, M.N., Krogstie, J.: Big data and business analytics ecosystems: paving the way towards digital transformation and sustainable societies. Inf. Syst. E-Bus. Manag. 16, 479 (2018)CrossRef
2.
go back to reference Mikalef, P., Pappas, I.O., Krogstie, J., Giannakos, M.: Big data analytics capabilities: a systematic literature review and research agenda. Inf. Syst. E-Bus. Manag. 16(3), 547–578 (2018)CrossRef Mikalef, P., Pappas, I.O., Krogstie, J., Giannakos, M.: Big data analytics capabilities: a systematic literature review and research agenda. Inf. Syst. E-Bus. Manag. 16(3), 547–578 (2018)CrossRef
3.
go back to reference Gantz, J., Reinsel, D.: The digital universe in 2020: big data, bigger digital shadows, and biggest growth in the far east. IDC iView IDC Anal. Future 2012, 1–16 (2012) Gantz, J., Reinsel, D.: The digital universe in 2020: big data, bigger digital shadows, and biggest growth in the far east. IDC iView IDC Anal. Future 2012, 1–16 (2012)
4.
go back to reference Agarwal, R., Dhar, V.: Editorial—big data, data science, and analytics: the opportunity and challenge for IS research. Inf. Syst. Res. 25, 443–448 (2014)CrossRef Agarwal, R., Dhar, V.: Editorial—big data, data science, and analytics: the opportunity and challenge for IS research. Inf. Syst. Res. 25, 443–448 (2014)CrossRef
5.
go back to reference Pappas, I.O., Jaccheri, M.L., Mikalef, P., Giannakos, M.N.: Social innovation and social entrepreneurship through big data: developing a research agenda. In: 11th Mediterranean Conference on Information Systems (MCIS) (2017) Pappas, I.O., Jaccheri, M.L., Mikalef, P., Giannakos, M.N.: Social innovation and social entrepreneurship through big data: developing a research agenda. In: 11th Mediterranean Conference on Information Systems (MCIS) (2017)
6.
go back to reference Desouza, K.C., Smith, K.L.: Big data for social innovation. Stanf. Soc. Innov. Rev. Summer 12, 38–43 (2014) Desouza, K.C., Smith, K.L.: Big data for social innovation. Stanf. Soc. Innov. Rev. Summer 12, 38–43 (2014)
7.
go back to reference Phills, J.A., Deiglmeier, K., Miller, D.T.: Rediscovering social innovation. Stanf. Soc. Innov. Rev. 6(4), 34–43 (2008) Phills, J.A., Deiglmeier, K., Miller, D.T.: Rediscovering social innovation. Stanf. Soc. Innov. Rev. 6(4), 34–43 (2008)
8.
go back to reference Wamba, S.F., Akter, S., Edwards, A., Chopin, G., Gnanzou, D.: How ‘big data’ can make big impact: findings from a systematic review and a longitudinal case study. Int. J. Prod. Econ. 165, 234–246 (2015)CrossRef Wamba, S.F., Akter, S., Edwards, A., Chopin, G., Gnanzou, D.: How ‘big data’ can make big impact: findings from a systematic review and a longitudinal case study. Int. J. Prod. Econ. 165, 234–246 (2015)CrossRef
9.
go back to reference de Camargo Fiorini, P., Seles, B.M.R.P., Jabbour, C.J.C., Mariano, E.B., de Sousa Jabbour, A.B.L.: Management theory and big data literature: from a review to a research agenda. Int. J. Inf. Manag. 43, 112–129 (2018) de Camargo Fiorini, P., Seles, B.M.R.P., Jabbour, C.J.C., Mariano, E.B., de Sousa Jabbour, A.B.L.: Management theory and big data literature: from a review to a research agenda. Int. J. Inf. Manag. 43, 112–129 (2018)
10.
go back to reference Gunther, W.A., Mehrizi, M.H.R., Huysman, M., Feldberg, F.: Debating big data: a literature review on realizing value from big data. J. Strat. Inf. Syst. 26(3), 191–209 (2017)CrossRef Gunther, W.A., Mehrizi, M.H.R., Huysman, M., Feldberg, F.: Debating big data: a literature review on realizing value from big data. J. Strat. Inf. Syst. 26(3), 191–209 (2017)CrossRef
11.
go back to reference Tseng, F.M., Harmon, R.R.: The impact of big data analytics on the dynamics of social change. Technol. Forecast. Soc. Change 130, 1–188 (2018)CrossRef Tseng, F.M., Harmon, R.R.: The impact of big data analytics on the dynamics of social change. Technol. Forecast. Soc. Change 130, 1–188 (2018)CrossRef
12.
go back to reference Cajaiba-Santana, G.: Social innovation: moving the field forward. A conceptual framework. Technol. Forecast. Soc. Change 82, 42–51 (2014)CrossRef Cajaiba-Santana, G.: Social innovation: moving the field forward. A conceptual framework. Technol. Forecast. Soc. Change 82, 42–51 (2014)CrossRef
13.
go back to reference Zicari R.V.: Big data: challenges and opportunities. Akerkar, R. (ed.) Big Data Computing. Chapman and Hall/CRC, Boca Raton (2014) Zicari R.V.: Big data: challenges and opportunities. Akerkar, R. (ed.) Big Data Computing. Chapman and Hall/CRC, Boca Raton (2014)
14.
go back to reference Petersen, K., Feldt, R., Mujtaba, S., Mattsson, M.: Systematic mapping studies in software engineering. EASE 8, 68–77 (2008) Petersen, K., Feldt, R., Mujtaba, S., Mattsson, M.: Systematic mapping studies in software engineering. EASE 8, 68–77 (2008)
15.
go back to reference Cuquet, M., Vega-Gorgojo, G., Lammerant, H., Finn, R., Umair ul Hassan: Societal impacts of big data: challenges and opportunities in Europe. Cornell University Library (2017) Cuquet, M., Vega-Gorgojo, G., Lammerant, H., Finn, R., Umair ul Hassan: Societal impacts of big data: challenges and opportunities in Europe. Cornell University Library (2017)
16.
go back to reference Gobble, M.M.: Big data: the next big thing in innovation. Res. Technol. Manag. 56(1), 64–66 (2013)CrossRef Gobble, M.M.: Big data: the next big thing in innovation. Res. Technol. Manag. 56(1), 64–66 (2013)CrossRef
17.
go back to reference Manyika, J., et al.: Big Data: The Next Frontier for Innovation, Competition and Productivity. McKinsey Global Institute (2011) Manyika, J., et al.: Big Data: The Next Frontier for Innovation, Competition and Productivity. McKinsey Global Institute (2011)
18.
go back to reference Brown, B., Chul, M., Manyika, J.: Are you ready for the era of ‘big data’? McKinsey Q. 4, 24–27+30–35 (2011) Brown, B., Chul, M., Manyika, J.: Are you ready for the era of ‘big data’? McKinsey Q. 4, 24–27+30–35 (2011)
20.
go back to reference Mulgan, G.: The process of social innovation. Innovations 1(2), 145–162 (2006)CrossRef Mulgan, G.: The process of social innovation. Innovations 1(2), 145–162 (2006)CrossRef
21.
go back to reference Herrera, M.E.B.: Creating competitive advantage by institutionalizing corporate social innovation. J. Bus. Res. 68(7), 1468–1474 (2015)CrossRef Herrera, M.E.B.: Creating competitive advantage by institutionalizing corporate social innovation. J. Bus. Res. 68(7), 1468–1474 (2015)CrossRef
22.
go back to reference Murray, R., Caulier-Grice, J., Mulgan, G.: The Open Book of Social Innovation. National Endowment for Science, Technology and the Art (NESTA), London, UK (2010) Murray, R., Caulier-Grice, J., Mulgan, G.: The Open Book of Social Innovation. National Endowment for Science, Technology and the Art (NESTA), London, UK (2010)
23.
go back to reference Jin, X., Wah, B.W., Cheng, X., Wang, Y.: Significance and challenges of big data research. Big Data Res. 2, 59–64 (2015)CrossRef Jin, X., Wah, B.W., Cheng, X., Wang, Y.: Significance and challenges of big data research. Big Data Res. 2, 59–64 (2015)CrossRef
24.
go back to reference Kitchenham, B.: Procedures for performing systematic reviews. Keele Univ. 33, 1–26 (2004) Kitchenham, B.: Procedures for performing systematic reviews. Keele Univ. 33, 1–26 (2004)
25.
go back to reference Oates, B.J.: Researching Information Systems and Computing: Sage Publications Ltd., Thousand Oaks (2006) Oates, B.J.: Researching Information Systems and Computing: Sage Publications Ltd., Thousand Oaks (2006)
26.
go back to reference Zannier, C., Melnik, G., Maurer, F.: On the success of empirical studies in the international conference on software engineering. In: ICSE 2006, Proceedings of the 28th International Conference on Software Engineering, pp. 341–350 (2006) Zannier, C., Melnik, G., Maurer, F.: On the success of empirical studies in the international conference on software engineering. In: ICSE 2006, Proceedings of the 28th International Conference on Software Engineering, pp. 341–350 (2006)
27.
go back to reference Mathiassen, L., Chiasson, M., Germonprez, M.: Style composition in action research publication. MIS Q. 32(2), 347–363 (2012)CrossRef Mathiassen, L., Chiasson, M., Germonprez, M.: Style composition in action research publication. MIS Q. 32(2), 347–363 (2012)CrossRef
28.
go back to reference Taylor, L., Cowls, J., Schroeder, R., Meyer, E.T.: Big data and positive change in the developing world. Policy Internet 6, 418–444 (2014)CrossRef Taylor, L., Cowls, J., Schroeder, R., Meyer, E.T.: Big data and positive change in the developing world. Policy Internet 6, 418–444 (2014)CrossRef
29.
go back to reference Ferreri, M., Sanyal, R.: Platform economies and urban planning: Airbnb and regulated deregulation in London. Urban Stud. 55(15), 3353–3368 (2018)CrossRef Ferreri, M., Sanyal, R.: Platform economies and urban planning: Airbnb and regulated deregulation in London. Urban Stud. 55(15), 3353–3368 (2018)CrossRef
30.
go back to reference Dencik, L., Hintz, A., Carey, Z.: Prediction, pre-emption, and limits to dissent: social media and big data use for policing protests in the United Kingdom. New Media Soc. 20, 1433–1450 (2017)CrossRef Dencik, L., Hintz, A., Carey, Z.: Prediction, pre-emption, and limits to dissent: social media and big data use for policing protests in the United Kingdom. New Media Soc. 20, 1433–1450 (2017)CrossRef
31.
go back to reference Wesolowski, A., et al.: Impact of human mobility on the emergence of dengue epidemics in Pakistan. PNAS 112, 11887–11892 (2015) Wesolowski, A., et al.: Impact of human mobility on the emergence of dengue epidemics in Pakistan. PNAS 112, 11887–11892 (2015)
32.
go back to reference Kitchenham, B.A., Budgen, D., Pearl Brereton, O.: Using mapping studies as the basis for further research—a participant observer case study. Inf. Softw. Technol. 53, 638–651 (2011)CrossRef Kitchenham, B.A., Budgen, D., Pearl Brereton, O.: Using mapping studies as the basis for further research—a participant observer case study. Inf. Softw. Technol. 53, 638–651 (2011)CrossRef
33.
go back to reference Kitchenham, B.A., Pearl Brereton, O., Owen, S.: Length and readability of structured software engineering abstracts. IET Softw. 2, 37 (2008)CrossRef Kitchenham, B.A., Pearl Brereton, O., Owen, S.: Length and readability of structured software engineering abstracts. IET Softw. 2, 37 (2008)CrossRef
Metadata
Title
The Role of Big Data in Addressing Societal Challenges: A Systematic Mapping Study
Authors
Farzana Quayyum
Ilias O. Pappas
Letizia Jaccheri
Copyright Year
2019
DOI
https://doi.org/10.1007/978-3-030-29374-1_13

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