IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v58y2012i4p708-722.html
   My bibliography  Save this article

Broadening Focus: Spillovers, Complementarities, and Specialization in the Hospital Industry

Author

Listed:
  • Jonathan R. Clark

    (Health Policy and Administration, Pennsylvania State University, University Park, Pennsylvania 16802)

  • Robert S. Huckman

    (Technology and Operations Management, Harvard Business School, Harvard University, Boston, Massachusetts 02163; and National Bureau of Economic Research, Cambridge, Massachusetts 02138)

Abstract

The long-standing argument that focused operations outperform others stands in contrast to claims about the benefits of broader operational scope. The performance benefits of focus are typically attributed to reduced complexity, lower uncertainty, and the development of specialized expertise; the benefits of greater breadth are linked to the economies of scope achieved by sharing common resources, such as advertising or production capacity, across activities. Within the literature on corporate strategy, this tension between focus and breadth is reconciled by the concept of related diversification (i.e., a firm with multiple operating units, each specializing in distinct but related activities). We consider whether there are similar benefits to related diversification within an operating unit and examine the mechanism that generates these benefits. Using the empirical context of cardiovascular care within hospitals, we first examine the relationship between a hospital's level of specialization in cardiovascular care and the quality of its clinical performance on cardiovascular patients. We find that, on average, focus has a positive effect on quality performance. We then distinguish between positive spillovers and complementarities to examine (1) the extent to which a hospital's specialization in areas related to cardiovascular care directly impacts performance on cardiovascular patients (positive spillovers) and (2) whether the marginal benefit of a hospital's focus in cardiovascular care depends on the degree to which the hospital "cospecializes" in related areas (complementarities). In our setting, we find evidence of such complementarities in specialization. This paper was accepted by Christian Terwiesch, operations management.

Suggested Citation

  • Jonathan R. Clark & Robert S. Huckman, 2012. "Broadening Focus: Spillovers, Complementarities, and Specialization in the Hospital Industry," Management Science, INFORMS, vol. 58(4), pages 708-722, April.
  • Handle: RePEc:inm:ormnsc:v:58:y:2012:i:4:p:708-722
    DOI: 10.1287/mnsc.1110.1448
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.1110.1448
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.1110.1448?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    2. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    3. Michael A. Lapré & Nikos Tsikriktsis, 2006. "Organizational Learning Curves for Customer Dissatisfaction: Heterogeneity Across Airlines," Management Science, INFORMS, vol. 52(3), pages 352-366, March.
    4. Wai Fong Boh & Sandra A. Slaughter & J. Alberto Espinosa, 2007. "Learning from Experience in Software Development: A Multilevel Analysis," Management Science, INFORMS, vol. 53(8), pages 1315-1331, August.
    5. Fernando F. Suarez & Michael A. Cusumano & Charles H. Fine, 1996. "An Empirical Study of Manufacturing Flexibility in Printed Circuit Board Assembly," Operations Research, INFORMS, vol. 44(1), pages 223-240, February.
    6. Marshall L. Fisher & Christopher D. Ittner, 1999. "The Impact of Product Variety on Automobile Assembly Operations: Empirical Evidence and Simulation Analysis," Management Science, INFORMS, vol. 45(6), pages 771-786, June.
    7. Belén Villalonga, 2004. "Diversification Discount or Premium? New Evidence from the Business Information Tracking Series," Journal of Finance, American Finance Association, vol. 59(2), pages 479-506, April.
    8. Nicolaj Siggelkow, 2003. "Why Focus? A Study Of Intra‐Industry Focus Effects," Journal of Industrial Economics, Wiley Blackwell, vol. 51(2), pages 121-150, June.
    9. Constantinos C. Markides & Peter J. Williamson, 1994. "Related diversification, core competences and corporate performance," Strategic Management Journal, Wiley Blackwell, vol. 15(S2), pages 149-165, June.
    10. Sunder Kekre & Kannan Srinivasan, 1990. "Broader Product Line: A Necessity to Achieve Success?," Management Science, INFORMS, vol. 36(10), pages 1216-1232, October.
    11. Jose Manuel Campa & Simi Kedia, 2002. "Explaining the Diversification Discount," Journal of Finance, American Finance Association, vol. 57(4), pages 1731-1762, August.
    12. Nikos Tsikriktsis, 2007. "The Effect of Operational Performance and Focus on Profitability: A Longitudinal Study of the U.S. Airline Industry," Manufacturing & Service Operations Management, INFORMS, vol. 9(4), pages 506-517, April.
    13. Thomas Brush & Aneel Karnani, 1996. "Impact of Plant Size and Focus on Productivity: An Empirical Study," Management Science, INFORMS, vol. 42(7), pages 1065-1081, July.
    14. Milgrom, Paul & Roberts, John, 1994. "Complementarities and systems: Understanding japanese economic organization," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 9(1), pages 3-42.
    15. Lang, Larry H P & Stulz, Rene M, 1994. "Tobin's q, Corporate Diversification, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1248-1280, December.
    16. Milgrom, Paul & Roberts, John, 1995. "Complementarities and fit strategy, structure, and organizational change in manufacturing," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 179-208, April.
    17. H. Kurt Christensen & Cynthia A. Montgomery, 1981. "Corporate economic performance: Diversification strategy versus market structure," Strategic Management Journal, Wiley Blackwell, vol. 2(4), pages 327-343, October.
    18. Richard P. Rumelt, 1982. "Diversification strategy and profitability," Strategic Management Journal, Wiley Blackwell, vol. 3(4), pages 359-369, October.
    19. Barro, Jason R. & Huckman, Robert S. & Kessler, Daniel P., 2006. "The effects of cardiac specialty hospitals on the cost and quality of medical care," Journal of Health Economics, Elsevier, vol. 25(4), pages 702-721, July.
    20. Robert S. Huckman & Darren E. Zinner, 2008. "Does focus improve operational performance? Lessons from the management of clinical trials," Strategic Management Journal, Wiley Blackwell, vol. 29(2), pages 173-193, February.
    21. Sriram Narayanan & Sridhar Balasubramanian & Jayashankar M. Swaminathan, 2009. "A Matter of Balance: Specialization, Task Variety, and Individual Learning in a Software Maintenance Environment," Management Science, INFORMS, vol. 55(11), pages 1861-1876, November.
    22. Teece, David J., 1980. "Economies of scope and the scope of the enterprise," Journal of Economic Behavior & Organization, Elsevier, vol. 1(3), pages 223-247, September.
    23. Taylor, Frederick Winslow, 1911. "The Principles of Scientific Management," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number taylor1911.
    24. Melissa A. Schilling & Patricia Vidal & Robert E. Ployhart & Alexandre Marangoni, 2003. "Learning by Doing Something Else: Variation, Relatedness, and the Learning Curve," Management Science, INFORMS, vol. 49(1), pages 39-56, January.
    25. John Paul MacDuffie & Kannan Sethuraman & Marshall L. Fisher, 1996. "Product Variety and Manufacturing Performance: Evidence from the International Automotive Assembly Plant Study," Management Science, INFORMS, vol. 42(3), pages 350-369, March.
    26. Panzar, John C & Willig, Robert D, 1981. "Economies of Scope," American Economic Review, American Economic Association, vol. 71(2), pages 268-272, May.
    27. Krishna Palepu, 1985. "Diversification strategy, profit performance and the entropy measure," Strategic Management Journal, Wiley Blackwell, vol. 6(3), pages 239-255, July.
    28. Diwas Singh KC & Christian Terwiesch, 2011. "The Effects of Focus on Performance: Evidence from California Hospitals," Management Science, INFORMS, vol. 57(11), pages 1897-1912, November.
    Full references (including those not matched with items on IDEAS)

    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. Bradley R. Staats & Francesca Gino, 2012. "Specialization and Variety in Repetitive Tasks: Evidence from a Japanese Bank," Management Science, INFORMS, vol. 58(6), pages 1141-1159, June.
    2. Diwas Singh KC & Bradley R. Staats, 2012. "Accumulating a Portfolio of Experience: The Effect of Focal and Related Experience on Surgeon Performance," Manufacturing & Service Operations Management, INFORMS, vol. 14(4), pages 618-633, October.
    3. Diwas Singh KC & Christian Terwiesch, 2011. "The Effects of Focus on Performance: Evidence from California Hospitals," Management Science, INFORMS, vol. 57(11), pages 1897-1912, November.
    4. Sara Parker‐Lue & Marvin Lieberman, 2020. "The impact of diversification on task performance: Evidence from kidney transplant centers," Strategic Management Journal, Wiley Blackwell, vol. 41(7), pages 1169-1190, July.
    5. Robert S. Huckman & Bradley R. Staats, 2008. "Variation in Experience and Team Familiarity: Addressing the Knowledge Acquisition-Application Problem," Harvard Business School Working Papers 09-035, Harvard Business School.
    6. Carolyn D. Egelman & Dennis Epple & Linda Argote & Erica R.H. Fuchs, 2013. "Learning by Doing in a Multi-Product Manufacturing Environment: Product Variety, Customizations, and Overlapping Product Generations," NBER Working Papers 19674, National Bureau of Economic Research, Inc.
    7. Linda Argote & Sunkee Lee & Jisoo Park, 2021. "Organizational Learning Processes and Outcomes: Major Findings and Future Research Directions," Management Science, INFORMS, vol. 67(9), pages 5399-5429, September.
    8. Michael Freeman & Nicos Savva & Stefan Scholtes, 2021. "Economies of Scale and Scope in Hospitals: An Empirical Study of Volume Spillovers," Management Science, INFORMS, vol. 67(2), pages 673-697, February.
    9. Antonio Vera & Pythagoras Petratos & Torsten Oliver Salge, 2018. "A widening gap? Static and dynamic performance differences between specialist and general hospitals," Health Care Management Science, Springer, vol. 21(1), pages 25-36, March.
    10. Richard A. Bettis & Constance E. Helfat & J. Myles Shaver & Douglas J. Miller & Hsiao-Shan Yang, 2016. "The dynamics of diversification: Market entry and exit by public and private firms," Strategic Management Journal, Wiley Blackwell, vol. 37(11), pages 2323-2345, November.
    11. Chen, Chiung-Jung & Yu, Chwo-Ming Joseph, 2012. "Managerial ownership, diversification, and firm performance: Evidence from an emerging market," International Business Review, Elsevier, vol. 21(3), pages 518-534.
    12. López Zapata, Esteban & García Muiña, Fernando Enrique & García, Susana María, 2019. "Analysing the relationship between diversification strategy and firm performance: the role of the economic cycle," Cuadernos de Gestión, Universidad del País Vasco - Instituto de Economía Aplicada a la Empresa (IEAE).
    13. Nicola Cetorelli & Michael G. Jacobides & Samuel Stern, 2021. "Mapping a sector's scope transformation and the value of following the evolving core," Strategic Management Journal, Wiley Blackwell, vol. 42(12), pages 2294-2327, December.
    14. Cynthia A. Montgomery, 1994. "Corporate Diversificaton," Journal of Economic Perspectives, American Economic Association, vol. 8(3), pages 163-178, Summer.
    15. Wonsang Ryu & Brian T. McCann & William P. Wan, 2022. "Learning by doing and corporate diversification," Strategic Management Journal, Wiley Blackwell, vol. 43(8), pages 1635-1665, August.
    16. Felix Miedaner & Sandra Sülz, 2020. "Boundaries of Focus and Volume: An Empirical Study in Neonatal Intensive Care," Production and Operations Management, Production and Operations Management Society, vol. 29(2), pages 298-308, February.
    17. Scott F. Rockart & Nilanjana Dutt, 2015. "The rate and potential of capability development trajectories," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 53-75, January.
    18. Carolyn D. Egelman & Dennis Epple & Linda Argote & Erica R. H. Fuchs, 2017. "Learning by Doing in Multiproduct Manufacturing: Variety, Customizations, and Overlapping Product Generations," Management Science, INFORMS, vol. 63(2), pages 405-423, February.
    19. Zhang, Jingfang & Malikov, Emir, 2022. "Off-balance sheet activities and scope economies in U.S. banking," Journal of Banking & Finance, Elsevier, vol. 141(C).
    20. Wang, Yuandi & Ning, Lutao & Chen, Jin, 2014. "Product diversification through licensing: Empirical evidence from Chinese firms," European Management Journal, Elsevier, vol. 32(4), pages 577-586.

    More about this item

    Keywords

    operational focus; spillovers; complementarities; healthcare; organizational studies; effectiveness-performance; productivity; hospitals;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality
    • M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management

    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:inm:ormnsc:v:58:y:2012:i:4:p:708-722. 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 Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.