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Technical Blossom in Medical Care: The Influence of Big Data Platform on Medical Innovation

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  • Bai Liu

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

  • Shuyan Guo

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

  • Bin Ding

    (International Business School Suzhou, Xi’an Jiaotong-Liverpool University, Suzhou 215123, China)

Abstract

Medical innovation has consistently been an essential subject and a source of support for public health research. Furthermore, improving the level of medical research and development is of great concern in this field. This paper highlights the role of big data in public medical innovation. Based on a sample of China’s listed firms in the medical industry from 2013 to 2018, this paper explores the exogenous shock effect of China’s big data medical policy. Results show that the construction of the medical big data platform effectively promotes innovation investment and the innovation patent of medical firms. In addition, the heterogeneity of this promoting effect is reflected in firm size through the overcoming of different innovation bottlenecks. The research conclusions support the positive significance of the macro-led implementation of the medical big data platform, and suggest that the positive economic externalities generated by this policy are critical to public health.

Suggested Citation

  • Bai Liu & Shuyan Guo & Bin Ding, 2020. "Technical Blossom in Medical Care: The Influence of Big Data Platform on Medical Innovation," IJERPH, MDPI, vol. 17(2), pages 1-17, January.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:2:p:516-:d:308478
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    as
    1. 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.
    2. DiMasi, Joseph A. & Grabowski, Henry G. & Hansen, Ronald W., 2016. "Innovation in the pharmaceutical industry: New estimates of R&D costs," Journal of Health Economics, Elsevier, vol. 47(C), pages 20-33.
    3. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
    4. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    5. 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.
    6. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    7. Jan Bena & Kai Li, 2014. "Corporate Innovations and Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 69(5), pages 1923-1960, October.
    8. Sodhro, Ali Hassan & Luo, Zongwei & Sangaiah, Arun Kumar & Baik, Sung Wook, 2019. "Mobile edge computing based QoS optimization in medical healthcare applications," International Journal of Information Management, Elsevier, vol. 45(C), pages 308-318.
    9. Orley Ashenfelter & David E. Card, 1984. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," Working Papers 554, Princeton University, Department of Economics, Industrial Relations Section..
    10. 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.
    11. Ginger Zhe Jin & Phillip Leslie, 2003. "The Effect of Information on Product Quality: Evidence from Restaurant Hygiene Grade Cards," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 409-451.
    12. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    13. Heckman, James J & Payner, Brook S, 1989. "Determining the Impact of Federal Antidiscrimination Policy on the Economic Status of Blacks: A Study of South Carolina," American Economic Review, American Economic Association, vol. 79(1), pages 138-177, March.
    14. 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.
    15. Hatzenbuehler, M.L. & O'Cleirigh, C. & Grasso, C. & Mayer, K. & Safren, S. & Bradford, J., 2012. "Effect of same-sex marriage laws on health care use and expenditures in sexual minority men: A quasi-natural experiment," American Journal of Public Health, American Public Health Association, vol. 102(2), pages 285-291.
    16. Karambakhsh, Ahmad & Kamel, Aouaidjia & Sheng, Bin & Li, Ping & Yang, Po & Feng, David Dagan, 2019. "Deep gesture interaction for augmented anatomy learning," International Journal of Information Management, Elsevier, vol. 45(C), pages 328-336.
    17. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    18. 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.
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