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“Smart Process” of Medical Innovation: The Synergism Based on Network and Physical Space

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  • Ailian Zhang

    (Business School, Jilin University, Changchun 130012, China)

  • Mengmeng Pan

    (Business School, Jilin University, Changchun 130012, China)

Abstract

Medical innovation has a profound impact on public health, and it is always of social concern to encourage innovation and enhance the value in health care delivery. Based on a sample of China’s listed firms in the medical industry from 2007 to 2018, this paper highlights the independent and mixed roles of informatization and high-speed rail in public medical innovation. The results show that informatization at network space and high-speed rail at physical space effectively promote the innovation of medical enterprises. In addition, “online” information technology and “offline” high-speed rail technology have a synergistic effect on medical innovation, especially in areas with a low level of innovation. The conclusion supports the positive significance of technology in the application of public health and proposes that the construction of smart society is very important to public health.

Suggested Citation

  • Ailian Zhang & Mengmeng Pan, 2020. "“Smart Process” of Medical Innovation: The Synergism Based on Network and Physical Space," IJERPH, MDPI, vol. 17(11), pages 1-17, May.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:11:p:3798-:d:363534
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    1. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    2. James D. Dana Jr. & Eugene Orlov Jr., 2014. "Internet Penetration and Capacity Utilization in the US Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 106-137, November.
    3. Aamir Rafique Hashmi, 2013. "Competition and Innovation: The Inverted-U Relationship Revisited," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1653-1668, December.
    4. Ju, Jiandong & Lin, Justin Yifu & Wang, Yong, 2015. "Endowment structures, industrial dynamics, and economic growth," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 244-263.
    5. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    6. Gilles Duranton & Diego Puga, 2001. "Nursery Cities: Urban Diversity, Process Innovation, and the Life Cycle of Products," American Economic Review, American Economic Association, vol. 91(5), pages 1454-1477, December.
    7. Josh Lerner & Julie Wulf, 2007. "Innovation and Incentives: Evidence from Corporate R&D," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 634-644, November.
    8. Sharon S. Dawes, 1996. "Interagency information sharing: Expected benefits, manageable risks," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 15(3), pages 377-394.
    9. Bertschek, Irene & Cerquera, Daniel & Klein, Gordon J., 2011. "More bits - more bucks? Measuring the impact of broadband internet on firm performance," ZEW Discussion Papers 11-032, ZEW - Leibniz Centre for European Economic Research.
    10. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    11. Henkel, Joachim, 2006. "Selective revealing in open innovation processes: The case of embedded Linux," Research Policy, Elsevier, vol. 35(7), pages 953-969, September.
    12. Josh Lerner & Parag A. Pathak & Jean Tirole, 2006. "The Dynamics of Open-Source Contributors," American Economic Review, American Economic Association, vol. 96(2), pages 114-118, May.
    13. Chen, Zhenhua & Haynes, Kingsley E., 2017. "Impact of high-speed rail on regional economic disparity in China," Journal of Transport Geography, Elsevier, vol. 65(C), pages 80-91.
    14. Liu, Zhiqiang, 2008. "Foreign direct investment and technology spillovers: Theory and evidence," Journal of Development Economics, Elsevier, vol. 85(1-2), pages 176-193, February.
    15. Carolyn Shaw Solo, 1951. "Innovation in the Capitalist Process: A Critique of the Schumpeterian Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 65(3), pages 417-428.
    16. Pierre Pluye & Roland Grad & Carol Repchinsky & Barbara Jovaisas & Janique Johnson‐Lafleur & Marie‐Eve Carrier & Vera Granikov & Barbara Farrell & Charo Rodriguez & Gillian Bartlett & Carmen Loiselle , 2013. "Four levels of outcomes of information‐seeking: A mixed methods study in primary health care," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(1), pages 108-125, January.
    17. Dongxiao Gu & Jingjing Guo & Changyong Liang & Wenxing Lu & Shuping Zhao & Bing Liu & Tianyue Long, 2019. "Social Media-Based Health Management Systems and Sustained Health Engagement: TPB Perspective," IJERPH, MDPI, vol. 16(9), pages 1-15, April.
    18. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    19. Koellinger, Philipp, 2008. "The relationship between technology, innovation, and firm performance--Empirical evidence from e-business in Europe," Research Policy, Elsevier, vol. 37(8), pages 1317-1328, September.
    20. Narin, Francis & Noma, Elliot & Perry, Ross, 1987. "Patents as indicators of corporate technological strength," Research Policy, Elsevier, vol. 16(2-4), pages 143-155, August.
    21. Boote, Jonathan & Baird, Wendy & Beecroft, Claire, 2010. "Public involvement at the design stage of primary health research: A narrative review of case examples," Health Policy, Elsevier, vol. 95(1), pages 10-23, April.
    22. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    23. Yong-Hong Kuo & Andrew Kusiak, 2019. "From data to big data in production research: the past and future trends," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4828-4853, August.
    24. Clarke, George R.G., 2008. "Has the internet increased exports for firms from low and middle-income countries," Information Economics and Policy, Elsevier, vol. 20(1), pages 16-37, March.
    25. Blum, Bernardo S. & Goldfarb, Avi, 2006. "Does the internet defy the law of gravity?," Journal of International Economics, Elsevier, vol. 70(2), pages 384-405, December.
    26. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    27. Jan Bena & Kai Li, 2014. "Corporate Innovations and Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 69(5), pages 1923-1960, October.
    28. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    29. Bin Ding & Wei Liu & Sang-Bing Tsai & Dongxiao Gu & Fang Bian & Xuefeng Shao, 2019. "Effect of Patient Participation on Nurse and Patient Outcomes in Inpatient Healthcare," IJERPH, MDPI, vol. 16(8), pages 1-16, April.
    30. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    31. Prasanna Tambe & Lorin M. Hitt, 2012. "The Productivity of Information Technology Investments: New Evidence from IT Labor Data," Information Systems Research, INFORMS, vol. 23(3-part-1), pages 599-617, September.
    32. Sinan Aral & Peter Weill, 2007. "IT Assets, Organizational Capabilities, and Firm Performance: How Resource Allocations and Organizational Differences Explain Performance Variation," Organization Science, INFORMS, vol. 18(5), pages 763-780, October.
    33. Dongxiao Gu & Changyong Liang & Kyung-Sun Kim & Changhui Yang & Wenjuan Cheng & Jun Wang, 2015. "Which is More Reliable, Expert Experience or Information Itself? Weight Scheme of Complex Cases for Health Management Decision Making," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(03), pages 597-620.
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