IDEAS home Printed from https://ideas.repec.org/a/taf/tprsxx/v55y2017i17p5168-5182.html
   My bibliography  Save this article

How big data and analytics reshape the wearable device market – the context of e-health

Author

Listed:
  • Jing Wu
  • He Li
  • Zhangxi Lin
  • Khim-Yong Goh

Abstract

The wearable device can be a key link between health care and big data and analytics (BDA). The benefits of BDA in health care have been widely acknowledged, but the uncertainty of the implementation of BDA has led some firms to hesitate in adopting this technology. In this research, we are keen to answer the key questions of whether the wearable device firms would adopt the BDA strategy, and how much effort they would put into it. We propose a competition model between the wearable device firms with and without BDA strategies, and consider the consumer’s preference towards BDA and network effects. Our model demonstrates that the investment on BDA directly affects the firm’s equilibrium price, market share and profit and at the same time, this strategy also affects the rival’s performances. When the firm with BDA strategy adopts different competition strategy: conservative or expansive, the outcomes of market are different. We also find that different market structures, fully covered and partially covered, have different impacts on the firms’ competition when the consumers have heterogeneous preference on BDA strategy.

Suggested Citation

  • Jing Wu & He Li & Zhangxi Lin & Khim-Yong Goh, 2017. "How big data and analytics reshape the wearable device market – the context of e-health," International Journal of Production Research, Taylor & Francis Journals, vol. 55(17), pages 5168-5182, September.
  • Handle: RePEc:taf:tprsxx:v:55:y:2017:i:17:p:5168-5182
    DOI: 10.1080/00207543.2015.1059521
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00207543.2015.1059521
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00207543.2015.1059521?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Xinxin Li & Yuxin Chen, 2012. "Corporate IT Standardization: Product Compatibility, Exclusive Purchase Commitment, and Competition Effects," Information Systems Research, INFORMS, vol. 23(4), pages 1158-1174, December.
    2. Zafer Ozdemir & Jack Barron & Subhajyoti Bandyopadhyay, 2011. "An Analysis of the Adoption of Digital Health Records Under Switching Costs," Information Systems Research, INFORMS, vol. 22(3), pages 491-503, September.
    3. Honoré, Florence & Munari, Federico & van Pottelsberghe de La Potterie, Bruno, 2015. "Corporate governance practices and companies’ R&D intensity: Evidence from European countries," Research Policy, Elsevier, vol. 44(2), pages 533-543.
    4. Gabszewicz, Jean J. & Wauthy, Xavier Y., 2012. "Nesting horizontal and vertical differentiation," Regional Science and Urban Economics, Elsevier, vol. 42(6), pages 998-1002.
    5. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, December.
    6. Cheng, Hsing Kenneth & Tang, Qian Candy, 2010. "Free trial or no free trial: Optimal software product design with network effects," European Journal of Operational Research, Elsevier, vol. 205(2), pages 437-447, September.
    7. Xiaorui Hu & Zhangxi Lin & Andrew B. Whinston & Han Zhang, 2004. "Hope or Hype: On the Viability of Escrow Services as Trusted Third Parties in Online Auction Environments," Information Systems Research, INFORMS, vol. 15(3), pages 236-249, September.
    8. Ward, Michael J. & Marsolo, Keith A. & Froehle, Craig M., 2014. "Applications of business analytics in healthcare," Business Horizons, Elsevier, vol. 57(5), pages 571-582.
    9. d'Aspremont, C & Gabszewicz, Jean Jaskold & Thisse, J-F, 1979. "On Hotelling's "Stability in Competition"," Econometrica, Econometric Society, vol. 47(5), pages 1145-1150, September.
    10. Wu, Jie, 2012. "Technological collaboration in product innovation: The role of market competition and sectoral technological intensity," Research Policy, Elsevier, vol. 41(2), pages 489-496.
    11. Nunes, Paulo Maçãs & Serrasqueiro, Zélia & Leitão, João, 2012. "Is there a linear relationship between R&D intensity and growth? Empirical evidence of non-high-tech vs. high-tech SMEs," Research Policy, Elsevier, vol. 41(1), pages 36-53.
    12. Hashai, Niron & Almor, Tamar, 2008. "R&D intensity, value appropriation and integration patterns within organizational boundaries," Research Policy, Elsevier, vol. 37(6-7), pages 1022-1034, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Donghui Yang & Yan Wang & Shue Mei, 2021. "How to balance online healthcare platforms and offline systems? A supply chain management perspective," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(2), pages 502-515, March.
    2. Benzidia, Smail & Makaoui, Naouel & Bentahar, Omar, 2021. "The impact of big data analytics and artificial intelligence on green supply chain process integration and hospital environmental performance," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    3. Seok Chan Jeong & Beom-Jin Choi, 2022. "Moderating Effects of Consumers’ Personal Innovativeness on the Adoption and Purchase Intention of Wearable Devices," SAGE Open, , vol. 12(4), pages 21582440221, November.
    4. Chen, Yi & Ding, Shuai & Zheng, Handong & Zhang, Youtao & Yang, Shanlin, 2018. "Exploring diffusion strategies for mHealth promotion using evolutionary game model," Applied Mathematics and Computation, Elsevier, vol. 336(C), pages 148-161.
    5. Rajesh Chidananda Reddy & Biplab Bhattacharjee & Debasisha Mishra & Anandadeep Mandal, 2022. "A systematic literature review towards a conceptual framework for enablers and barriers of an enterprise data science strategy," Information Systems and e-Business Management, Springer, vol. 20(1), pages 223-255, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jing Wu & He Li & Zhangxi Lin & Haichao Zheng, 2017. "Competition in wearable device market: the effect of network externality and product compatibility," Electronic Commerce Research, Springer, vol. 17(3), pages 335-359, September.
    2. G. Bertuzzi & L. Lambertini, 2001. "Advertising in a Differential Game of Spatial Competition," Working Papers 400, Dipartimento Scienze Economiche, Universita' di Bologna.
    3. Paul Belleflamme & Eric Toulemonde, 2003. "Product differentiation in successive vertical oligopolies," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 36(3), pages 523-545, August.
    4. Fujita, Masahisa & Thisse, Jacques-François, 2009. "New Economic Geography: An appraisal on the occasion of Paul Krugman's 2008 Nobel Prize in Economic Sciences," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 109-119, March.
    5. Salvanes, Kjell G. & Steen, Frode & Sorgard, Lars, 2005. "Hotelling in the air? Flight departures in Norway," Regional Science and Urban Economics, Elsevier, vol. 35(2), pages 193-213, March.
    6. Mayer, Thierry, 2000. "Spatial Cournot competition and heterogeneous production costs across locations," Regional Science and Urban Economics, Elsevier, vol. 30(3), pages 325-352, May.
    7. Haan, Marco A. & Toolsema, Linda A., 2005. "The Effects of Cartelization on Product Design," Research Report 05F02, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    8. Barigozzi, Francesca & Ma, Ching-to Albert, 2018. "Product differentiation with multiple qualities," International Journal of Industrial Organization, Elsevier, vol. 61(C), pages 380-412.
    9. Gu Yiquan & Wenzel Tobias, 2012. "Price-Dependent Demand in Spatial Models," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 12(1), pages 1-26, March.
    10. Sridhar Moorthy & Shervin Shahrokhi Tehrani, 2023. "Targeting Advertising Spending and Price on the Hotelling Line," Marketing Science, INFORMS, vol. 42(6), pages 1057-1079, November.
    11. Justman, Moshe & Thisse, Jacques-Francois & van Ypersele, Tanguy, 2005. "Fiscal competition and regional differentiation," Regional Science and Urban Economics, Elsevier, vol. 35(6), pages 848-861, November.
    12. Fraser Summerfield, 2016. "Matching Skill and Tasks: Cyclical Fluctuations in the Overqualification of New Hires," Working Paper series 16-08, Rimini Centre for Economic Analysis.
    13. S. Baranzoni & P. Bianchi & L. Lambertini, 2000. "Multiproduct Firms, Product Differentiation, and Market Structure," Working Papers 368, Dipartimento Scienze Economiche, Universita' di Bologna.
    14. Fournier, Gaëtan & Van Der Straeten, Karine & Weibull, Jörgen W., 2020. "Spatial competition with unit-demand functions," TSE Working Papers 20-1072, Toulouse School of Economics (TSE).
    15. Yogesh V. Joshi & David J. Reibstein & Z. John Zhang, 2016. "Turf Wars: Product Line Strategies in Competitive Markets," Marketing Science, INFORMS, vol. 35(1), pages 128-141, January.
    16. Das Nilotpal & Falaris Evangelos M & Mulligan James G, 2009. "Vintage Effects and the Diffusion of Time-Saving Technological Innovations," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-37, June.
    17. Meng Li & Suresh P. Sethi & Jun Zhang, 2016. "Competing with bandit supply chains," Annals of Operations Research, Springer, vol. 240(2), pages 617-640, May.
    18. repec:dgr:rugsom:05f02 is not listed on IDEAS
    19. Luo, Jinjing & Moschini, GianCarlo, 2019. "Pass-through of the policy-induced E85 subsidy: Insights from Hotelling's model," Energy Economics, Elsevier, vol. 84(C).
    20. Carriquiry, Miguel A. & Babcock, Bruce A., 2005. "The Impact of Transportation Costs on Spatial Competition of Grain Buyers: An Iowa Case Study," Journal of the Transportation Research Forum, Transportation Research Forum, vol. 44(2).
    21. Stefano Colombo, 2009. "The unidirectional Hotelling model with spatial price discrimination," Economics Bulletin, AccessEcon, vol. 29(4), pages 3031-3040.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:tprsxx:v:55:y:2017:i:17:p:5168-5182. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/TPRS20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.