1. EEM
  2. Всі випуски
  3. Випуск 8, Номер 2, 2021
  4. Digitalization of Healthcare Sector as a Tool for Implementation of Competition Policy

Digitalization of Healthcare Sector as a Tool for Implementation of Competition Policy

EEM.
2021;
Випуск 8, Номер 2
: сс. 25 - 34
https://doi.org/10.23939/eem2021.02.025
Автори:
  1. Aldona Frączkiewicz-Wronka
1
University of Economics in Katowice, Poland

Competitiveness of modern states is increasingly dependent on the method and scope of using information-communications technologies (ICTs) in the economy and in the implementation of the states’ care functions. The application of information-communications technologies (ICTs) in health care is of special importance due to observed dynamic changes taking place in social structures. The main factors contributing to the widespread use of information-communications technologies (ICTs) in health care include demographic changes, the increase in the duration of human life, the increase in health care expenditures, progress in medical science and the increase in patients’ ability to use automated devices. The aim of this article is to characterize the main ideas forming the architecture of the Healthcare 4.0 concept and to place this concept in a broader perspective of the Industry 4.0 concept.

healthcare 4.0.
публічне управління
ICT
  1. Abidi, S.S.R. and Abidi, S.R.. (2019), “Intelligent health data analytics: a convergence of artificial intelligence and big data”, Healthcare Management Forum, Vol. 32 No. 4, pp. 178-182. https://doi.org/10.1177/0840470419846134
  2. Acsente, D. (2010), “Literature review: a representation of how future knowledge worker is shaping the twenty-first century workplace”, On the Horizon, Vol. 18 No. 3, pp. 279-287. https://doi.org/10.1108/10748121011072726
  3. Battaglio Jr. R.P.. (2015) Public Human Resource Management: Strategies andpractices in the 21st century. Los Angeles: Sage https://doi.org/10.4135/9781483395784
  4. Buttigieget, S.C., Dey, P.K. and Gauci, D. (2016), “Business process management in health care: current challenges and future prospects”, Innovation and Entrepreneurship in Health, Vol. 3 No. 1, pp. 1-13. https://doi.org/10.2147/IEH.S68183
  5. Cavallone M., Palumbo R., (2020) Debunking the myth of industry 4.0 in health care: insights from a systematic literature review. The TQM Journal, pp.1754 DOI 10.1108/TQM-10-2019-0245 https://doi.org/10.1108/TQM-10-2019-0245
  6. Chanchaichujit J., Tan A. Meng F. Eaimkhong S. Healthcare 4.0: Next Generation Processes with the Latest Technologies. Palgrave Macmillan 2019 https://doi.org/10.1007/978-981-13-8114-0
  7. Corral-Acero, J. (2020). The ’Digital Twin’ to enable the vision of precision cardiology, European Heart Journal, 41(48), 4556-4564. https://doi.org/10.1093/eurheartj/ehaa159 https://doi.org/10.1093/eurheartj/ehaa159
  8. Das, S., U. Yaylacicegi, and N. Menon. 2011. “The Effect of Information Technology Investments in Healthcare: A Longitudinal Study of Its Lag, Duration, and Economic Value.” IEEE Transactions on Engineering Management 58 (1): 124-140. doi:10.1109/TEM.2010.2048906. https://doi.org/10.1109/TEM.2010.2048906
  9. EC (2020). Annexes to the Proposal for a Regulation of the European Parliament and of the European Council establishing a Programme of Union action in the field of health for 2021-2027 and repealing Regulation (EU) No 282/2014 “EU Health Programme”. Brussels, 28.5.2020. COM(2020) 405 final ANNEXES 1 to 2).
  10. Emanuel, E.J. and Wachter, R.M.. (2019), “Artificial intelligence in health care. Will the value match the hype?”, JAMA, Vol. 321 No. 23, pp. 2281-2282. https://doi.org/10.1001/jama.2019.4914
  11. Erol, S., Jäger, A., Hold, P., Ott, K. and Sihn, W. (2016), “Tangible Industry 4.0: a scenario-based approach to learning for the future of production”, Procedia CIRP, Vol. 54, pp. 13-18. https://doi.org/10.1016/j.procir.2016.03.162
  12. Estrela, V.V., Monteiro, A.C.B., França, R.P., Iano, Y., Khelassi, A., & Razmjooy, N. (2018). Health 4.0: Applications, Management, Technologies and Review. Medical Technologies Journal, 2(4), 262-276. https://doi.org/10.26415/2572-004X-vol2iss4p262-276 https://doi.org/10.26415/2572-004X-vol2iss4p262-276
  13. Eysenbach, G., Siadat, H., Solvoll, T., Keeling, D., Li, J., Talaei-Khoei, A.,MacIntyre, C. R. (2013). Health care provider adoption of eHealth: A systematic literature review. Interactive Journal of Medical Research, 2(1). https://doi.org/10.2196/ijmr.2468 https://doi.org/10.2196/ijmr.2468
  14. Faggini, M., Cosimato, S., Nota, F.D., & Nota, G. (2019). Pursuing Sustainability for Healthcare through Digital Platforms. Sustainability, 11(1), 165. https://doi.org/10.3390/su11010165 https://doi.org/10.3390/su11010165
  15. Gellerstedt, M. (2016), “The digitalization of health care paves the way for improved quality of life?”, Journal of Systemics, Cybernetics and Informatics, Vol. 14 No. 5, pp. 1-10.
  16. Gerlach, R. (2019). Why Should Sustainability Be an Issue in Digital Healthcare? 4 ways digital health companies can help achieve the sustainable development goals. Accessed: https://www.tbd.community/en/a/why-should-sustainability-be-issue-digita...
  17. Hofmann, E. and Rüsch, M. (2017), “Industry 4.0 and the current status as well as future prospects on logistics”, Computers in Industry, Vol. 89, pp. 23-34. https://doi.org/10.1016/j.compind.2017.04.002
  18. Interpol (2020). COVID-19: Cybercrime Analysis Report — August 2020, https://www.interpol.int/Newsand-Events/News/2020/INTERPOL-report-shows-....
  19. Jayaraman PP, Forkan ARM, Morshed A, Haghighi PD, Kang Y-B. Healthcare 4.0: A review of frontiers in digital health. WIREs Data Mining Knowl Discov. 2019;e1350. https://doi.org/10.1002/widm.1350 https://doi.org/10.1002/widm.1350
  20. Kagermann, H. (2015), “Change through digitization-value creation in the age of industry 4.0”, in Albach, H., Meffert, H., Pinkwart, A. and Reichwald, R. (Eds), Management of Permanent Change, Springer Gabler, Wiesbaden, pp. 23-35. https://doi.org/10.1007/978-3-658-05014-6_2
  21. Kagermann, H., Wahlster, W. and Helbig, J. (2013), “Securing the future of German manufacturing industry: recommendations for implementing the strategic initiative INDUSTRIE 4.0”, Final Report of the Industry 4.0 Working Group, Forschungsunion im Stifterverband für die Deutsche Wirtschaft e.V., Berlin.
  22. Kamble, S.S., Gunasekaran, A. and Gawankar, S.A. (2018), “Sustainable Industry 4.0 framework: a systematic literature review identifying the current trends and future perspectives”, Process Safety and Environmental Protection, Vol. 117, pp. 408-425. https://doi.org/10.1016/j.psep.2018.05.009
  23. Kamble, S.S., Gunasekaran, A. and Sharma, R. (2018), “Analysis of the driving and dependence power of barriers to adopt Industry 4.0 in Indian manufacturing industry”, Computers in Industry, Vol. 101, pp. 107-119. https://doi.org/10.1016/j.compind.2018.06.004
  24. Kapferer S. (2016). Value-based healthcare in Europe. Collaborating for a healthy future. OECD. https://www.oecd.org/health/health-systems/Value-based-health-care-in-Eu...
  25. Kim, Y., Park, Y. and Choi, J. (2017), “A study on the adoption of IoT smart home service: using value-based adoption model”, Total Quality Management & Business Excellence, Vol. 28 Nos 9-10, pp. 1149-1165. https://doi.org/10.1080/14783363.2017.1310708
  26. Kobayashi, Y., Ishibashi, M. and Kobayashi, H. (2019), “How will «democratization of artificial intelligence» change the future of radiologists?”, Japanese Journal of Radiology, Vol. 37 No. 1, pp. 9-14. https://doi.org/10.1007/s11604-018-0793-5
  27. Lee, J., Kao, H.A. and Yang, S. (2014), “Service innovation and smart analytics for Industry 4.0 and Big Data environment”, Procedia CIRP, Vol. 16, pp. 3-8. https://doi.org/10.1016/j.procir.2014.02.001
  28. Lenz, R. and Reichert, M. (2007), “IT support for healthcare processes-premises, challenges, perspectives”, Data & Knowledge Engineering, Vol. 61 No. 1, pp. 39-58. https://doi.org/10.1016/j.datak.2006.04.007
  29. Lenz, R., Peleg, M. and Reichert, M. (2012), “Healthcare process support: achievements, challenges, current research”, International Journal of Knowledge-Based Organizations, Vol. 2 No. 4, pp. 52-68. https://doi.org/10.4018/ijkbo.2012100104
  30. Liao, Y., Deschamps, F., Loures, E.D.F.R. and Ramos, L.F.P.. (2017), “Past, present and future of Industry 4.0 — a systematic literature review and research agenda proposal”, International Journal of Production Research, Vol. 55 No. 12, pp. 3609- 3629. https://doi.org/10.1080/00207543.2017.1308576
  31. Lindgren, S. (2017), Digital Media and Society, Sage Publishing, London.
  32. Lobo, F. (2016), “The Industry 4.0 revolution and the future of manufacturing execution systems (MES)”, Journal of Innovation Management, Vol. 3 No. 4, pp. 16-21. https://doi.org/10.24840/2183-0606_003.004_0003
  33. Maier M.W., Emery D., Hilliard R., Software architecture: introducing IEEE standard 1471. “Computer” 2001, no. 34(4), pp. 107-109). https://doi.org/10.1109/2.917550
  34. McGrail, S. (2021), IBM, Moderna Explore AI, Blockchain for COVID-19 Vaccine Management, HITInfrastructure — Xtelligent Healthcare Media, https://hitinfrastructure.com/news/ibm-modernaexplore-ai-blockchain-for-...
  35. Morrison, T.M., Pathmanathan, P., Adwan, M., and Margerrison, E. (2018) Advancing Regulatory Science With Computational Modeling for Medical Devices at the FDA’s Office of Science and Engineering Laboratories. Frontiers in Medicine, 5, 241. https://doi.org/10.3389/fmed.2018.00241 https://doi.org/10.3389/fmed.2018.00241
  36. Mrugalska and Wyrwicka, 2017; Mrugalska, B. and Wyrwicka, M.K.. (2017), “Towards lean production in Industry 4.0”, Procedia Engineering, Vol. 182, pp. 466-473. https://doi.org/10.1016/j.proeng.2017.03.135
  37. Noorbakhsh-Sabet, N., Zand, R., Zhang, Y. and Abedi, V. (2019), “Artificial intelligence transformsthe future of health care”, The American Journal of Medicine, Vol. 132 No. 7, pp. 795-801. https://doi.org/10.1016/j.amjmed.2019.01.017
  38. OECD (2020a). The Digitalisation of Science, Technology and Innovation: Key Developments and Policies. https://www.oecd.org/science/inno/the-digitalisation-of-science-technolo...
  39. OECD (2020b), “Dealing with digital security risk during the Coronavirus (COVID-19) crisis,” OECD Policy Responses to Coronavirus (COVID- 19), OECD Publishing, Paris, http://www.oecd.org/coronavirus/policy-responses/dealing-with-digital-se...
  40. OECD (2020c), “Seven lessons learned about digital security during the COVID-19 crisis,” OECD Tackling Coronavirus (COVID-19), OECD Publishing, Paris, http://www.oecd.org/coronavirus/policyresponses/seven-lessons-learned-ab...
  41. OECD 2021: What future for science, technology and innovation after Covid-19. OECD Sciences, Technology and Industry Policy Papers. April 2021, No.107
  42. Oesterreich, T.D. and Teuteberg, F. (2016), “Understanding the implications of digitisation and automation in the context of Industry 4.0: a triangulation approach and elements of a research agenda for the construction industry”, Computers in Industry, Vol. 83, pp. 121-139. https://doi.org/10.1016/j.compind.2016.09.006
  43. Orcajo, E.M.. (2021). 6 Digital Twin Applications in Healthcare — The Revolution of the Next Decade. https://www.linkedin.com/pulse/6- digital-twin-applications-healthcare-...enrique/
  44. Pappalardo, F., Russo, G., Tshinanu, F.M., & Viceconti, M. (2019). In silico clinical trials: concepts and early adopters. Briefings in Bioinformatics, 20(5), 1699-1708. https://doi.org/10.1093/bib/bby043 https://doi.org/10.1093/bib/bby043
  45. Philbeck, T., & Davis, N. (2019). The fourth industrial revolution: Shaping a new era. Journal of International Affairs, 72(1), 17-22. https://www.jstor.org/stable/10.2307/26588339.
  46. Porter, M.E.. (2010), “What is value in health care?”, New England Journal of Medicine, Vol. 363 No. 26, pp. 2477-2481. https://doi.org/10.1056/NEJMp1011024
  47. Qin, J., Liu, Y. and Grosvenor, R. (2016), “A categorical framework of manufacturing for Industry 4.0 and beyond”, Procedia CIRP, Vol. 52, pp. 173-178. https://doi.org/10.1016/j.procir.2016.08.005
  48. Rejikumar V., Raja Sreedharan V, Arunprasad P., Persis J., Sreeraj K.M. 2019 Industry 4.0: keyfindings and analysis from the literature arena. Benchmarking: An International Journal. Vol.26, No 8, pp. 2514-2542 https://doi.org/10.1108/BIJ-09-2018-0281
  49. Saldivar, A.A.F., Li, Y., Chen, W.N., Zhan, Z.H., Zhang, J. and Chen, L.Y.. (2015), “Industry 4.0 with cyber-physical integration: a design and manufacture perspective”, 2015 21st International Conference on Automation and Computing, IEEE, pp. 1-6. https://doi.org/10.1109/IConAC.2015.7313954
  50. Sanal, M.G., Paul, K., Kumar, S. and Ganguly, N.K. (2019), “Artificial intelligence and deep learning: the future of medicine and medical practice”, Journal of Association of Physicians of India, Vol. 67 No. 4, pp. 71-73.
  51. Schaffers, H., Sällström, A., Pallot, M., Hernández-Muñoz, J.M., Santoro, R. and Trousse, B. (2011), “Integrating living labs with future internet experimental platforms for co-creating services within smart cities”, International Conference on Concurrent Enterprising, Aachen.
  52. Schuh, G., Potente, T., Wesch-Potente, C., Weber, A.R. and Prote, J.P.. (2014), “Collaboration mechanisms to increase productivity in the context of Industry 4.0”, Procedia CIRP, Vol. 19, pp. 51- 56. https://doi.org/10.1016/j.procir.2014.05.016
  53. Schwartz, S.M., Wildenhaus, K., Bucher, A., & Byrd, B. (2020). Digital Twins and the Emerging Science of Self: Implications for Digital Health Experience Design and “Small” Data. Frontiers in Computer Science, 2, 31. https://doi.org/10.3389/fcomp.2020.00031 https://doi.org/10.3389/fcomp.2020.00031
  54. Seric, A. & D. Winkler (2020), “Managing COVID-19: Could the coronavirus spur automation and reverse globalization? | Industrial Analytics Platform,” Industrial Analytics Platform — Unido.org, https://iap.unido.org/articles/managing-covid-19-could-coronavirus-spur-...
  55. Shafiq, S.I., Sanin, C., Toro, C. & Szczerbicki, E. (2015), “Virtual engineering object (VEO): toward experience-based design and manufacturing for Industry 4.0”, Cybernetics and Systems, Vol. 46, Nos 1-2, pp. 35-50. https://doi.org/10.1080/01969722.2015.1007734
  56. Sligo, J., Gauld, R., Roberts, V., & Villa, L. (2017). A literature review for large-scale health information system project planning, implementation and evaluation. International Journal of Medical Informatics, 97, 86-97. https://doi. org/10.1016/j.ijmedinf.2016.09.007 https://doi.org/10.1016/j.ijmedinf.2016.09.007
  57. Spinney, L. (2020), The World Changed Its Approach to Health After the 1918 Flu, Time, https://time.com/5797629/health-1918-flu-epidemic/
  58. Spohrer, J., Maglio, P. P., Bailey J., & Gruhl, D. (2007). Steps toward a science of service systems. Computer, 40(1), 71-77, 2007. https://doi.org/10.1109/MC.2007.33 https://doi.org/10.1109/MC.2007.33
  59. Sreedharan, V.R. and Unnikrishnan, A. (2017), “Moving towards industry 4.0: a systematic review”, International Journal of Pure and Applied Mathematics, Vol. 117 No. 20, pp. 929-936.
  60. Sultan, N. 2014. “Making Use of Cloud Computing for Healthcare Provision: Opportunities and Challenges.” International Journal of Information Management 34 (2): 177- 184. doi:10.1016/j.ijinfomgt.2013. 12.011. https://doi.org/10.1016/j.ijinfomgt.2013.12.011
  61. Teisberg, E., Wallace, S., & O’Hara, S. (2020). Defining and Implementing Value-Based Health Care: A Strategic Framework. Academic medicine : journal of the Association of American Medical Colleges, 95(5), 682-685. https://doi.org/10.1097/ACM.0000000000003122 https://doi.org/10.1097/ACM.0000000000003122
  62. Trappey, A.J., Trappey, C.V., Fan, C.Y., Hsu, A.P., Li, X.K. and Lee, I.J.. (2017), “IoT patent roadmap for smart logistic service provision in the context of Industry 4.0”, Journal of the Chinese Institute of Engineers, Vol. 40 No. 7, pp. 593-602. https://doi.org/10.1080/02533839.2017.1362325
  63. Vogelsang, K., Liere-Netheler, K., Packmohr, S. and Hoppe, U. (2019), ’Success factors for fostering a digital transformation in manufacturing companies’, Journal of Enterprise Transformation, published online ahead of print, doi: 10.1080/19488289.2019.1578839. https://doi.org/10.1080/19488289.2019.1578839
  64. Wang, S., Wan, J., Zhang, D., Li, D. and Zhang, C. (2016), “Towards smart factory for Industry 4.0: a self-organized multi-agent system with Big Data-based feedback and coordination”, Computer Networks, Vol. 101, pp. 158-168. https://doi.org/10.1016/j.comnet.2015.12.017
  65. Witkowski, K. (2017), “Internet of Things, Big Data, Industry 4.0 — innovative solutions in logistics and supply chains management”, Procedia Engineering, Vol. 182, pp. 763-769. https://doi.org/10.1016/j.proeng.2017.03.197
  66. Xu, L.D., Xu, E.L. and Li, L. (2018), “Industry 4.0: state of the art and future trends”, International Journal of Production Research, Vol. 56 No. 8, pp. 2941-2962. https://doi.org/10.1080/00207543.2018.1444806
  67. Yang, C., Delcher, C., Shenkman, E. and Ranka, S. (2018), “Machine learning approaches for predicting high cost high need patient expenditures in health care”, BioMedical Engineering Online, Vol. 17, pp. 81-118. https://doi.org/10.1186/s12938-018-0568-3