Examining the Core Dilemmas Hindering Big Data-related Transformations in Public-Sector Organisations

6Aika. 2015. 6Aika-strategia, Finland. Available at https://6aika.fi/wp-content/uploads/2015/11/6Aika-strategia_pa%CC%88ivitys_2015_EN.pdf (last accessed 10 June 2019).Search in Google Scholar

Adrian, C., R. Abdullah, R. Atan and Y. Y. Jusoh. 2017. “Factors Influencing to the Implementation Success of Big Data Analytics: A Systematic Literature Review”. In ICRIIS (ed.). Research and Innovation in Information Systems (ICRIIS), 16 / 07 / 2017 International Conference. Langkawi Island, Malaysia: IEEE, 1 – 6.10.1109/ICRIIS.2017.8002536Search in Google Scholar

Adrian, C., R. Abdullah, R. Atan and Y. Y. Jusoh. 2018. “Conceptual Model Development of Big Data Analytics Implementation Assessment Effect on Decision-Making.” International Journal of Interactive Multimedia and Artificial Intelligence 5(1), 101 – 106.10.9781/ijimai.2018.03.001Search in Google Scholar

Argyris, C. 1990. “The Dilemma of Implementing Controls: The Case of Managerial Accounting.” Accounting Organizations and Society 15(6), 503 – 511.10.1016/0361-3682(90)90031-OOpen DOISearch in Google Scholar

Baack, S. 2015. “Datafication and Empowerment: How the Open Data Movement Re-Articulates Notions of Democracy, Participation, and Journalism.” Big Data and Society 2(2), 1 – 1.10.1177/2053951715594634Search in Google Scholar

Barnes, T. J. 2013. “Big Data, Little History.” Dialogues in Human Geography 3(3), 297 – 302.10.1177/2043820613514323Search in Google Scholar

Batty, M. 2013. “Big Data, Smart Cities and City Planning.” Dialogues in Human Geography 3(3), 274 – 279.10.1177/2043820613513390Search in Google Scholar

Beer, S. 1979. The Heart of Enterprise. Chichester: Wiley.Search in Google Scholar

Bolden, R. 2011. “Distributed Leadership in Organizations: A Review of Theory and Research.” International Journal of Management Reviews 13, 251 – 269.10.1111/j.1468-2370.2011.00306.xOpen DOISearch in Google Scholar

Boulding, K. E. 1964. “A Review of a Strategy of Decision.” American Sociological Review 29, 930 – 931.10.2307/2090878Open DOISearch in Google Scholar

Brook, C., M. Pedler, C. Abbott and J. Burgoyne. 2016. “On Stopping Doing those Things that are not Getting us to where we Want to Be: Unlearning, Wicked Problems and Critical Action Learning.” Human Relations 69(2), 369 – 389.10.1177/0018726715586243Search in Google Scholar

Brown, A., P. Stacey and J. Nandhakumar. 2008. “Making Sense of Sensemaking Narratives.” Human Relations 61(8), 1035 – 1062.10.1177/0018726708094858Search in Google Scholar

Bryant, R., R. H. Katz and E. D. Lazowska. 2008. “Big-Data Computing: Creating Revolutionary Breakthroughs in Commerce, Science and Society.” Available at http://cra.org/ccc/resources/ccc-led-whitepapers/ (last accessed 27 March 2018).Search in Google Scholar

Burner, B. 2011. “Introduction: Why does Change Fail, and what can we Do about it ?” Journal of Change Management 11(4), 445 – 450.10.1080/14697017.2011.630507Search in Google Scholar

Burnes, B. and P. Jackson. 2011. “Success and Failure in Organizational Change: An Exploration of the Roles of Values.” Journal of Change Management 11(2), 133 – 162.10.1080/14697017.2010.524655Search in Google Scholar

Carlson, E., M. Poole, N. Lambert and J. Lammers. 2017. “A Study of Organizational Responses to Dilemmas in Interorganizational Emergency Management.” Communication Research 44(2), 287 – 315.10.1177/0093650215621775Open DOISearch in Google Scholar

Cegarra-Navarro, J. G., A. Wensley and M. T. Sanchez-Polo. 2010. “An Application of the Hospital-in the-Home Unlearning Context.” Social Work in Health Care 49(10), 895 – 918.10.1080/00981389.2010.506410Search in Google Scholar

Chen, M. M. S. and Y. Liu. 2014. “Big Data: A Survey.” Mobile Networks and Applications 19(2), 171 – 209.10.1007/s11036-013-0489-0Search in Google Scholar

Chen, Y.-C. and T.-C. Hsieh. 2014. “Big Data for Digital Government.” International Journal of Public Administration in the Digital Age 1(1), 1 – 14.10.4018/ijpada.2014010101Search in Google Scholar

Cukier, K. and V. Mayer-Schoenberger. 2013. “Rise of Big Data: How it’s Changing the Way we Think about the World.” The Foreign Affairs 92(28), 28 – 40.Search in Google Scholar

Cumbley, R. and P. Church. 2013. “Is Big Data Creepy ?” Computer Law & Security Review 29(5), 601 – 609.10.1016/j.clsr.2013.07.007Open DOISearch in Google Scholar

Dailey, S. and K. Browning. 2014. “Retelling Stories in Organizations: Understanding the Functions of Narrative Repetition.” Academy of Management Review 39(1), 22 – 43.10.5465/amr.2011.0329Open DOISearch in Google Scholar

Deephouse, D. L. and S. M. Carter. 2005. “An Examination of Differences between Organizational Legitimacy and Organizational Reputation.” Journal of Management Studies 42(2), 329‒360.10.1111/j.1467-6486.2005.00499.xOpen DOISearch in Google Scholar

Dubois, A. and L.-E. Gadde. 2002. “Systematic Combining: An Abductive Approach to Case Research.” Journal of Business Research 55, 553 – 560.10.1016/S0148-2963(00)00195-8Open DOISearch in Google Scholar

Eriksson, P. and A. Kovalainen. 2008. Qualitative Methods in Business Research. London: Sage Publications Ltd.10.4135/9780857028044Search in Google Scholar

Goodall, K. and M. Warner. 1997. “Human Resources in Sino-Foreign Joint Ventures: Selected Case Studies in Shanghai, Compared with Beijing.” International Journal of Human Resource Management 8(5), 569 – 594.10.1080/095851997341397Open DOISearch in Google Scholar

Halaweh, M. and A. E. Massry. 2015. “Conceptual Model for Successful Implementation of Big Data in Organizations.” Journal of International Technology and Information Management 24(2), 21 – 34.10.58729/1941-6679.1039Search in Google Scholar

Hampden-Turner, C. 1970. Radical Man. Cambridge, MA: Schenkman Publishing Company, Inc.Search in Google Scholar

Hampden-Turner, C. 1981. Maps of the Mind. New York: Macmillan Publishing Company.Search in Google Scholar

Hampden-Turner, C. 1990. Charting the Corporate Mind: From Dilemma to Strategy. Oxford: Blackwell Publishers.Search in Google Scholar

Hampden-Turner, C. 1999. “Is there a New Paradigm ? The Tree in the Garden.” Business Ethics: A European Review 8(3), 177 – 185.10.1111/1467-8608.00146Open DOISearch in Google Scholar

Hampden-Turner, C. 2009. Teaching Innovation and Entrepreneurship: Building on the Singapore Experiment. New York: Cambridge University Press.10.1017/CBO9781139194556Search in Google Scholar

Hampden-Turner, C. and F. Trompenaars. 2015. Nine Visions of Capitalism: Unlocking the Meanings of Wealth Creation. Oxford: Infinite Ideas Limited.Search in Google Scholar

Hytti, U., P. Kuoppakangas, K. Suomi, C. Chapleo and M. Giovanardi. 2015. “Challenges in Delivering Brand Promise: Focusing on Municipal Healthcare Organisations.” International Journal of Public Sector Management 28(3), 254 – 272.10.1108/IJPSM-10-2014-0127Search in Google Scholar

Kallio, T. J. and P. Kuoppakangas. 2013. “Bandwagoning Municipal Enterprises: Institutional Isomorphism and the Search for the Th ird Way.” Policy Studies 34 (1), 19 – 35.10.1080/01442872.2012.731842Search in Google Scholar

Kim, G.-H., S. Trimi and J.-H. Chung. 2014. “Big-Data Applications in the Government Sector.” Communication of ACM 57(3), 78 – 85.10.1145/2500873Search in Google Scholar

Kitchin, R. 2014. “Big Data, New Epistemologies and Paradigm Shifts.” Big Data & Society 1(1), 1 – 12.10.1177/2053951714528481Search in Google Scholar

Kitchin, R. and G. McArdle. 2016. “What Makes Big Data, Big Data ? Exploring the Ontological Characteristics of 26 Datasets.” Big Data & Society January–June, 1 – 10.10.1177/2053951716631130Search in Google Scholar

Klievink, B., B. J. Romijn, S. Cunningham and H. de Bruijn. 2017. “Big Data in the Public Sector: Uncertainties and Readiness.” Information Systems Frontiers 19, 267 – 283.10.1007/s10796-016-9686-2Open DOISearch in Google Scholar

Kuoppakangas, P. 2014. “Adopting a Municipal Enterprise Form: Expectations and outcomes – Three Cases and Dilemmas.” Journal of Change Management 14(1), 126 – 145.10.1080/14697017.2013.778895Search in Google Scholar

Kuoppakangas, P. 2015. Decision-Making and Choice in the Adoption of a Municipal Enterprise Form in Public Sector Healthcare Organisations: Reasoning, Goals, Legitimacy and Core Dilemmas. PhD dissertation, Turku School of Economics, University of Turku, Turku.Search in Google Scholar

Laine, P. 2018. HR as a Change Agent ? HR in the Implementation of Strategic and everyday Change. PhD dissertation, Tampere University, Tampere.Search in Google Scholar

Laine, P. and P. Kuoppakangas. 2015. “A Reconceptualization of Change Strategy: One Application of Dilemma Theory.” Journal of Change Management 15(4), 332 – 352.10.1080/14697017.2015.1058845Search in Google Scholar

Laitinen, I., T. Kinder and J. Stenvall. 2017a. “Co-Design and Action Learning in Local Public Services.” Journal of Adult and Continuing Education 24(1), 58 – 80.10.1177/1477971417725344Search in Google Scholar

Laitinen, I., P. Piazza and J. Stenvall. 2017b. “Adaptive Learning in Smart Cities: The Cases of Catania and Helsinki.” Journal of Adult and Continuing Education 23(1), 119 – 137.10.1177/1477971417691781Open DOISearch in Google Scholar

Lake, W. R. 2017. “Big Data, Urban Governance, and the Ontological Politics of Hyper-Individualism.” Big Data & Society 4(1), 1 – 10.10.1177/2053951716682537Search in Google Scholar

Leavitt, N. 2009. “Is Cloud Computing Really Ready for Prime Time ?” Computer 42(1), 15 – 20.10.1109/MC.2009.20Search in Google Scholar

Lin, Y., L. Sha, Z. Szu, Q. Wang and R. Sabrikhi. 2010. “Wireless Network Cloud: Architecture and System Requirements.” IBM Journal of Research and Development 54(1), 1 – 4.10.1147/JRD.2009.2037680Search in Google Scholar

Lindblom, C. E. 1979. “Still Muddling, not yet through.” Public Administrative Review 39(6), 517 – 526.10.2307/976178Search in Google Scholar

Lukka, K. and E. Kasanen. 1995. “The Problem of Generalizability: Anecdotes and Evidence in Accounting Research.” Accounting, Auditing & Accountability Journal 8(5), 71‒90.10.1108/09513579510147733Search in Google Scholar

Madsen, D. and T. Stenheim. 2016. “Big Data Viewed through the Lens of Management Fashion Theory.” Cogent Business & Management 3, 1 – 19.10.1080/23311975.2016.1165072Search in Google Scholar

Malomo, F. and V. Sena. 2017. “Data Intelligence for Local Government ? Assessing the Benefits and Barriers to Use of Big Data in the Public Sector.” Politics and Internet 1, 7 – 21.10.1002/poi3.141Search in Google Scholar

Manyika, J., M. Chui, B. Brown, J. Bugin, R. Dobbs, C. Roxburgh and A. H. Byers. 2011. “Big Data: The Next Frontier for Innovation, Competition, and Productivity.” Available at https://bigdatawg.nist.gov/pdf/MGI_big_data_full_report.pdf (last accessed 27 March 2018).Search in Google Scholar

Miller, H. G. and P. Mork. 2013. “From Data to Decisions: A Value Chain for Big Data.” IT Professional 15(1), 57 – 59.10.1109/MITP.2013.11Search in Google Scholar

Mittelstadt, B. D., P. Allo, M. Taddeo, S. Wachter and L. Floridi. 2016. “The Ethics of Algorithms: Mapping the Debate.” Big Data & Society July–December, 1 – 21.10.1177/2053951716679679Search in Google Scholar

Oztruk, A. B. 2010. Factors Affecting Individual and Organizational RFID Technology Adoption in the Hospitality Industry. PhD dissertation, Oklahoma State University, Oklahoma.Search in Google Scholar

Patton, M. Q. 1999. “Enhancing the Quality and Credibility of Qualitative Analysis.” Health Services Research 34, 1189 – 1208.Search in Google Scholar

Pink, S., D. Lanzeni and H. Horst. 2018. “Data Anxieties: Finding Trust in Everyday Digital Mess.” Big Data & Society January–June 2018, 1 – 14.10.1177/2053951718756685Search in Google Scholar

Pollitt, C. 2006. “Performance Information for Democracy: The Missing Link ?” Evaluation 12(1), 38 – 55.10.1177/1356389006064191Search in Google Scholar

Pollitt, C. and G. Bouckaert. 2011. Public Management Reform: A Comparative Analysis – New Public Management, Governance, and the Neo-Weberian State. New York: Oxford University Press.Search in Google Scholar

Quinn, R. E. 1988. Beyond Rational Management: Mastering the Paradoxes and Competing Demands of High Performance. San Francisco: Jossey-Bass.Search in Google Scholar

Rittel, H. W. J. and M. Webber. 1973. “Dilemmas in a General Theory of Planning.” Policy Sciences 4(2), 155 – 169.10.1007/BF01405730Open DOISearch in Google Scholar

Shah, N., Z. Irani and A. M. Sharif. 2017. “Big Data in an HR Context: Exploring Organizational Change Readiness, Employee Attitudes and Behaviors.” Journal of Business Research 70, 366 – 378.10.1016/j.jbusres.2016.08.010Open DOISearch in Google Scholar

Silverman, D. 2011. Qualitative Research. 3^rd edn. London: Sage.Search in Google Scholar

Smith, W. K. and M. W. Lewis. 2011. “Toward a Theory of Paradox: A Dynamic Equilibrium Model of Organizing.” Academy of Management Review 26(2), 381 – 403.10.5465/AMR.2011.59330958Search in Google Scholar

Solow, R. M. 1987. “We’d Better Watch out.” New York Times Book Review, 12 July, 36.Search in Google Scholar

Špaček, D. and E. Gatarik. 2017. “Knowledge Management and Czech Self-Governments: Empirical Investigations into the Application of Knowledge Management to Public Administration in the Czech Republic.” NISPAcee Journal of Public Administration and Policy 10(1), 201 – 220.10.1515/nispa-2017-0009Search in Google Scholar

Stenvall, J., T. Kinder, P. Kuoppakangas and I. Laitinen. 2018. “Unlearning and Public Services: A Case Study with a Vygotskian Approach.” Journal of Adult and Continuing Education 24(2), 188 – 207.10.1177/1477971418818570Open DOISearch in Google Scholar

Stinchcombe, A. L. 1990. Information and Organizations. Berkeley: University of California Press.Search in Google Scholar

Storey, J. and G. Salaman. 2009. Managerial Dilemmas: Exploiting Paradox for Strategic Leadership. Oxford: Wiley-Blackwell.Search in Google Scholar

Suomi, K., P. Kuoppakangas, U. Hytti, C. Hampden-Turner and J. Kangaslahti. 2014. “Focusing on Dilemmas Challenging Reputation Management in Higher Education.” International Journal of Educational Management 28(4), 461 – 478.10.1108/IJEM-04-2013-0046Search in Google Scholar

Suomi, K., P. Kuoppakangas, J. Stenvall, E. Pekkola and J. Kivistö. 2019. “Revisiting ‘the Shotgun Wedding of Industry and Academia’: Empirical Evidence from Finland.” International Review on Public and Nonprofit Marketing 16(1), 81 – 102.10.1007/s12208-019-00220-8Search in Google Scholar

Tech America Foundation. 2012. Demystifying Big Data: A Practical Guide to Transforming the Business of Government. Tech America Foundation’s Federal Big Data Commission. Available at https://bigdatawg.nist.gov/_uploadfiles/M0068_v1_3903747095.pdf (last accessed 19 February 2019).Search in Google Scholar

Tsang, E. W. K. and S. A. Zahra. 2008. “Organizational Unlearning.” Human Relations 61(10), 1435 – 1462.10.1177/0018726708095710Search in Google Scholar

Uhl-Bien, M. 2006. “Relational Leadership Theory: Exploring the Social Processes of Leadership and Organizing.” Leadership Quarterly 17(6), 654 – 676.10.1016/j.leaqua.2006.10.007Open DOISearch in Google Scholar

Ward, J. S. and A. Barker. 2013. Undefined by Data: A Survey of Big Data Definitions. University of St Andrews, UK. Available at http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.705.9909&rep=rep1&type=pdf (last accessed 19 February 2019).Search in Google Scholar

Weick, K. E. 1995. Sensemaking in organizations. Thousand Oaks: Sage.Search in Google Scholar

Yehezkel, D. 1964. “Muddling through: ‘Science’ or Inertia ?” Public Administration Review 24(3), 153 – 157.10.2307/973640Open DOISearch in Google Scholar

Yin, R. 2003. Case Study Research: Design and Methods. 3^rd edn. London: Sage.Search in Google Scholar