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Erschienen in: Information Systems Frontiers 2/2020

04.05.2019

Developing and Organizing an Analytics Capability for Patient Flow in a General Hospital

verfasst von: Bendik Bygstad, Egil Øvrelid, Thomas Lie, Magnus Bergquist

Erschienen in: Information Systems Frontiers | Ausgabe 2/2020

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Abstract

Much of the information produced in hospitals is clinical, and stored for the purposes of documentation. In practice, most of it is never used. The potential of analytics is to reuse this information for other purposes. This is easier said than done, because of technical, semantic, legal and organizational hindrances. In particular, hospitals are not organized to leverage the value of big data. In this study we ask, how can we conceptualize analytics as an integrated part of hospital processes? And, how can we develop and organize an analytics capability in a large hospital? Our empirical evidence is a longitudinal study in a high-tech hospital in Norway, where we followed the development of an analytics capability, and assessed the organizational benefits. We offer two findings. First, we show how the analytics process interacts with the hospital logistics processes in a sense- and respond cycle. Second, we demonstrate how analytics capability is built on the institutionalized network of technology, an analytics team and the administrative and clinical decision makers.

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Fußnoten
1
Healthcare Information and Management Systems Society
 
Literatur
Zurück zum Zitat Acampora, G., Cook, D. J., Rashidi, P., & Vasilakos, A. V. (2013). A survey on ambient intelligence in healthcare. Proceedings of the IEEE, 101(12), 2013.CrossRef Acampora, G., Cook, D. J., Rashidi, P., & Vasilakos, A. V. (2013). A survey on ambient intelligence in healthcare. Proceedings of the IEEE, 101(12), 2013.CrossRef
Zurück zum Zitat Agarwal, R., Gao, G., DesRoches, C., & Jha, A. K. (2010). Research commentary—The digital transformation of healthcare: Current status and the road ahead. Information Systems Research, 21(4), 796–809.CrossRef Agarwal, R., Gao, G., DesRoches, C., & Jha, A. K. (2010). Research commentary—The digital transformation of healthcare: Current status and the road ahead. Information Systems Research, 21(4), 796–809.CrossRef
Zurück zum Zitat Anhang Price, R., Ellitt, M. N., Zaslavsky, A. M., Hays, R. D., Lehrman, W. G., Rybowski, L., Edgman-Levitan, S., & Cleary, P. D. (2014). Examining the role of patient experience surveys in measuring health care quality. Medical Care Research and Review, 71(5), 522–554.CrossRef Anhang Price, R., Ellitt, M. N., Zaslavsky, A. M., Hays, R. D., Lehrman, W. G., Rybowski, L., Edgman-Levitan, S., & Cleary, P. D. (2014). Examining the role of patient experience surveys in measuring health care quality. Medical Care Research and Review, 71(5), 522–554.CrossRef
Zurück zum Zitat Bhattacharjee, P., & Kumar Ray, P. (2014). Patient flow modelling and performance analysis of healthcare delivery processes in hospitals: A review and reflections. Computers & Industrial Engineering, 78, 299–312.CrossRef Bhattacharjee, P., & Kumar Ray, P. (2014). Patient flow modelling and performance analysis of healthcare delivery processes in hospitals: A review and reflections. Computers & Industrial Engineering, 78, 299–312.CrossRef
Zurück zum Zitat Bygstad, B., Bergquist, M. (2018) Horizontal Affordances for Patient Centred Care in Hospitals, Proceedings of the 51st Hawaii International Conference on System Sciences, 2018. Bygstad, B., Bergquist, M. (2018) Horizontal Affordances for Patient Centred Care in Hospitals, Proceedings of the 51st Hawaii International Conference on System Sciences, 2018.
Zurück zum Zitat Cosic, R., Shanks, G., Maynard, S. (2012) Towards a business analytics capability maturity model. Proceeding of 23rd Australasian Conference on Information Systems, 2012, Geelon, Cosic, R., Shanks, G., Maynard, S. (2012) Towards a business analytics capability maturity model. Proceeding of 23rd Australasian Conference on Information Systems, 2012, Geelon,
Zurück zum Zitat Davenport, T. (1993) Process innovation: reengineering work through information technology. Boston: Harvard Business School Press. Davenport, T. (1993) Process innovation: reengineering work through information technology. Boston: Harvard Business School Press.
Zurück zum Zitat Davenport, T.H. (2014) Enterprise analytics. Pearson. Davenport, T.H. (2014) Enterprise analytics. Pearson.
Zurück zum Zitat Fichman, R. G., Kohli, R., & Krishnan, R. (2011). The role of information Systems in Healthcare: Current Research and Future Trends. Information Systems Research, 22(3), 419–428.CrossRef Fichman, R. G., Kohli, R., & Krishnan, R. (2011). The role of information Systems in Healthcare: Current Research and Future Trends. Information Systems Research, 22(3), 419–428.CrossRef
Zurück zum Zitat Fitzgerald, J.A., Dadich, A. (2009) Using Visual Analytics to Improve Hospital Scheduling and Patient Flow, Journal of Theoretical and Applied Electronic Commerce Research VOL 4 / ISSUE 2 / AUGUST 2009 / 20–30. Fitzgerald, J.A., Dadich, A. (2009) Using Visual Analytics to Improve Hospital Scheduling and Patient Flow, Journal of Theoretical and Applied Electronic Commerce Research VOL 4 / ISSUE 2 / AUGUST 2009 / 20–30.
Zurück zum Zitat Garud, R., Kumaraswamy, A., & Karnøe, P. (2010). Path dependence or path creation. Journal of Management Studies, 47, Issue 4 June 2010, 760–774.CrossRef Garud, R., Kumaraswamy, A., & Karnøe, P. (2010). Path dependence or path creation. Journal of Management Studies, 47, Issue 4 June 2010, 760–774.CrossRef
Zurück zum Zitat Gerring, J. (2006) Case Study Research: Principles and Practices, Cambridge University Press, 2006. Gerring, J. (2006) Case Study Research: Principles and Practices, Cambridge University Press, 2006.
Zurück zum Zitat Glouberman, S. and Mintzberg, H. (2001) Managing the care of health and the cure of disease – Part I – Differentiation. Health Care Management Review, 26(1), 56–69. Glouberman, S. and Mintzberg, H. (2001) Managing the care of health and the cure of disease – Part I – Differentiation. Health Care Management Review, 26(1), 56–69.
Zurück zum Zitat Grant, R. M. (1996) Prospering in dynamically-competitive environments: Organizational capability as knowledge integration, organization science, Vol. 7, No. 4 (Jul. - Aug., 1996), pp. 375–387. Grant, R. M. (1996) Prospering in dynamically-competitive environments: Organizational capability as knowledge integration, organization science, Vol. 7, No. 4 (Jul. - Aug., 1996), pp. 375–387.
Zurück zum Zitat Hammer, M. (1990) Reengineering work: don’t automate, obliterate. Boston: Harvard Business review. Hammer, M. (1990) Reengineering work: don’t automate, obliterate. Boston: Harvard Business review.
Zurück zum Zitat Hanseth, O., & Lyytinen, K. (2010). Design theory for dynamic complexity in information infrastructures: The case of building internet. JIT, 25(1), 1–19. Hanseth, O., & Lyytinen, K. (2010). Design theory for dynamic complexity in information infrastructures: The case of building internet. JIT, 25(1), 1–19.
Zurück zum Zitat Henfridsson, O., & Bygstad, B. (2013). The generative mechanisms of digital infrastructure evolution. MIS Quarterly, 37(3), 907–931.CrossRef Henfridsson, O., & Bygstad, B. (2013). The generative mechanisms of digital infrastructure evolution. MIS Quarterly, 37(3), 907–931.CrossRef
Zurück zum Zitat Kankanhalli, A., Hahn, J., Tan, S., & Gao, G. (2016). Big data and analytics in healthcare: Introduction to the special edition. Inf Sys Front, 18, 233–235.CrossRef Kankanhalli, A., Hahn, J., Tan, S., & Gao, G. (2016). Big data and analytics in healthcare: Introduction to the special edition. Inf Sys Front, 18, 233–235.CrossRef
Zurück zum Zitat Kannampallil, T. G., Franklin, A., Mishra, R., Almoosa, K. F., Cohen, T., & Patel, V. L. (2013). Understanding the nature of information seeking behavior in critical care: Implications for the design of health information technology. Artificial Intelligence in Medicine, 57(1), 21–29.CrossRef Kannampallil, T. G., Franklin, A., Mishra, R., Almoosa, K. F., Cohen, T., & Patel, V. L. (2013). Understanding the nature of information seeking behavior in critical care: Implications for the design of health information technology. Artificial Intelligence in Medicine, 57(1), 21–29.CrossRef
Zurück zum Zitat Langley, A. (1999). Strategies for theorizing from process data. Academy of Management Review, 24(4), 691–710.CrossRef Langley, A. (1999). Strategies for theorizing from process data. Academy of Management Review, 24(4), 691–710.CrossRef
Zurück zum Zitat Mathiassen, L. (2017) Designing engaged scholarship: From real-world problems to research publications, engaged management review, Vol. 1, 2017. Mathiassen, L. (2017) Designing engaged scholarship: From real-world problems to research publications, engaged management review, Vol. 1, 2017.
Zurück zum Zitat Mintzberg, H. (1993) Structure in Fives: Designing Effective Organizations. Prentice-Hall, Inc. Mintzberg, H. (1993) Structure in Fives: Designing Effective Organizations. Prentice-Hall, Inc.
Zurück zum Zitat Overby, E., Bharadwaj, Α., and Sambamurthy, V. (2006) Enterprise Agility and the Enabling Role of Information Technology, European Journal of Information Systems (15), 120–131 Overby, E., Bharadwaj, Α., and Sambamurthy, V. (2006) Enterprise Agility and the Enabling Role of Information Technology, European Journal of Information Systems (15), 120–131
Zurück zum Zitat Poba-Nzaou, P., Uwizeyemungu, S., Raymond, L., & Paré, G. (2014). Motivations underlying the adoption of ERP systems in healthcare organizations: Insights from online stories. Information Systems Frontiers, 16(4), 591–605.CrossRef Poba-Nzaou, P., Uwizeyemungu, S., Raymond, L., & Paré, G. (2014). Motivations underlying the adoption of ERP systems in healthcare organizations: Insights from online stories. Information Systems Frontiers, 16(4), 591–605.CrossRef
Zurück zum Zitat Raghupathi, W., & Raghupathi, V. (2014). Big data analytics in healthcare: Promise and potential. Health Information Science and Systems, 2, 3.CrossRef Raghupathi, W., & Raghupathi, V. (2014). Big data analytics in healthcare: Promise and potential. Health Information Science and Systems, 2, 3.CrossRef
Zurück zum Zitat Swayne, L.E, Duncan, W.J., Ginter, P.M.(2012) Strategic management of health care organizations, Chichester, UK: John Wiley & Sons. Swayne, L.E, Duncan, W.J., Ginter, P.M.(2012) Strategic management of health care organizations, Chichester, UK: John Wiley & Sons.
Zurück zum Zitat Wang, Y., Kung, L., & Byrd, R. (2016). Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations. Technological Forecasting and Social Change, 126, 3–13.CrossRef Wang, Y., Kung, L., & Byrd, R. (2016). Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations. Technological Forecasting and Social Change, 126, 3–13.CrossRef
Zurück zum Zitat Wang, Y., Kung, L. A., Wang, W. Y. C., & Cegielski, C. G. (2018). An integrated big data analytics-enabled transformation model: Application to health care. Information & Management, 55(1), 64–79.CrossRef Wang, Y., Kung, L. A., Wang, W. Y. C., & Cegielski, C. G. (2018). An integrated big data analytics-enabled transformation model: Application to health care. Information & Management, 55(1), 64–79.CrossRef
Zurück zum Zitat Weber-Jahnke, J., Peyton, L., & Topaloglou, T. (2012). eHealth system interoperability. Information Systems Frontiers, 14, 1–3.CrossRef Weber-Jahnke, J., Peyton, L., & Topaloglou, T. (2012). eHealth system interoperability. Information Systems Frontiers, 14, 1–3.CrossRef
Zurück zum Zitat Yin, R. (2013). Case study research: Design and methods. SAGE Publication. Yin, R. (2013). Case study research: Design and methods. SAGE Publication.
Metadaten
Titel
Developing and Organizing an Analytics Capability for Patient Flow in a General Hospital
verfasst von
Bendik Bygstad
Egil Øvrelid
Thomas Lie
Magnus Bergquist
Publikationsdatum
04.05.2019
Verlag
Springer US
Erschienen in
Information Systems Frontiers / Ausgabe 2/2020
Print ISSN: 1387-3326
Elektronische ISSN: 1572-9419
DOI
https://doi.org/10.1007/s10796-019-09920-2

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