IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v63y2017i2p405-423.html
   My bibliography  Save this article

Learning by Doing in Multiproduct Manufacturing: Variety, Customizations, and Overlapping Product Generations

Author

Listed:
  • Carolyn D. Egelman

    (Medallia, Inc., Palo Alto, California 94306)

  • Dennis Epple

    (Tepper School of Business, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

  • Linda Argote

    (Tepper School of Business, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

  • Erica R. H. Fuchs

    (Department of Engineering and Public Policy, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213)

Abstract

Extending research on organizational learning to multiproduct environments is of particular importance given that the vast majority of products are manufactured in such environments. We investigate learning in a multiproduct facility drawing on exceptionally rich data for a manufacturing firm that is a leading producer of high-technology hardware components. Weekly data for 10 years from the firm’s production and human resource tracking systems are augmented by surveys of managers and engineers and by extensive firsthand observation. We find that productivity improves when multiple generations of the firm’s primary product family are produced concurrently, reflecting the firm’s ability to augment and transfer knowledge from older to newer product generations. No significant transfer of knowledge is evident between the primary product family and other products. Productivity is, however, adversely affected when the production facility is faced with extensive within-product buyer-specific customizations. We develop the implications of these findings for theory and practice. This paper was accepted by Serguei Netessine, operations management .

Suggested Citation

  • 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.
  • Handle: RePEc:inm:ormnsc:v:63:y:2017:i:2:p:405-423
    DOI: 10.1287/mnsc.2015.2352
    as

    Download full text from publisher

    File URL: https://doi.org/10.1287/mnsc.2015.2352
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2015.2352?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
    ---><---

    References listed on IDEAS

    as
    1. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    2. 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.
    3. 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.
    4. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    5. Eelke Wiersma, 2007. "Conditions That Shape the Learning Curve: Factors That Increase the Ability and Opportunity to Learn," Management Science, INFORMS, vol. 53(12), pages 1903-1915, December.
    6. Taylor Randall & Karl Ulrich, 2001. "Product Variety, Supply Chain Structure, and Firm Performance: Analysis of the U.S. Bicycle Industry," Management Science, INFORMS, vol. 47(12), pages 1588-1604, December.
    7. 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.
    8. Nicole Palan, 2010. "Measurement of Specialization – The Choice of Indices," FIW Working Paper series 062, FIW.
    9. Argote, Linda & Ingram, Paul, 2000. "Knowledge Transfer: A Basis for Competitive Advantage in Firms," Organizational Behavior and Human Decision Processes, Elsevier, vol. 82(1), pages 150-169, May.
    10. Eric D. Darr & Linda Argote & Dennis Epple, 1995. "The Acquisition, Transfer, and Depreciation of Knowledge in Service Organizations: Productivity in Franchises," Management Science, INFORMS, vol. 41(11), pages 1750-1762, November.
    11. Argote, L. & Epple, D., 1990. "Learning Curves In Manufacturing," GSIA Working Papers 89-90-02, Carnegie Mellon University, Tepper School of Business.
    12. Dennis Epple & Linda Argote & Rukmini Devadas, 1991. "Organizational Learning Curves: A Method for Investigating Intra-Plant Transfer of Knowledge Acquired Through Learning by Doing," Organization Science, INFORMS, vol. 2(1), pages 58-70, February.
    13. Steven D. Levitt & John A. List & Chad Syverson, 2013. "Toward an Understanding of Learning by Doing: Evidence from an Automobile Assembly Plant," Journal of Political Economy, University of Chicago Press, vol. 121(4), pages 643-681.
    14. Sunder Kekre & Kannan Srinivasan, 1990. "Broader Product Line: A Necessity to Achieve Success?," Management Science, INFORMS, vol. 36(10), pages 1216-1232, October.
    15. Anandasivam Gopal & Manu Goyal & Serguei Netessine & Matthew Reindorp, 2013. "The Impact of New Product Introduction on Plant Productivity in the North American Automotive Industry," Management Science, INFORMS, vol. 59(10), pages 2217-2236, October.
    16. Linda Argote & Bill McEvily & Ray Reagans, 2003. "Introduction to the Special Issue on Managing Knowledge in Organizations: Creating, Retaining, and Transferring Knowledge," Management Science, INFORMS, vol. 49(4), pages 1-1, April.
    17. Marshall Fisher & Kamalini Ramdas & Karl Ulrich, 1999. "Component Sharing in the Management of Product Variety: A Study of Automotive Braking Systems," Management Science, INFORMS, vol. 45(3), pages 297-315, March.
    18. Michael A. Lapré & Amit Shankar Mukherjee & Luk N. Van Wassenhove, 2000. "Behind the Learning Curve: Linking Learning Activities to Waste Reduction," Management Science, INFORMS, vol. 46(5), pages 597-611, May.
    19. Zeynep Ton & Robert S. Huckman, 2008. "Managing the Impact of Employee Turnover on Performance: The Role of Process Conformance," Organization Science, INFORMS, vol. 19(1), pages 56-68, February.
    20. Preyas Desai & Sunder Kekre & Suresh Radhakrishnan & Kannan Srinivasan, 2001. "Product Differentiation and Commonality in Design: Balancing Revenue and Cost Drivers," Management Science, INFORMS, vol. 47(1), pages 37-51, January.
    21. Dennis Epple & Linda Argote & Kenneth Murphy, 1996. "An Empirical Investigation of the Microstructure of Knowledge Acquisition and Transfer Through Learning by Doing," Operations Research, INFORMS, vol. 44(1), pages 77-86, February.
    22. 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.
    23. C. Lanier Benkard, 2000. "Learning and Forgetting: The Dynamics of Aircraft Production," American Economic Review, American Economic Association, vol. 90(4), pages 1034-1054, September.
    24. 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.
    25. Linda Argote & Sara L. Beckman & Dennis Epple, 1990. "The Persistence and Transfer of Learning in Industrial Settings," Management Science, INFORMS, vol. 36(2), pages 140-154, February.
    26. Manu Goyal & Serguei Netessine, 2011. "Volume Flexibility, Product Flexibility, or Both: The Role of Demand Correlation and Product Substitution," Manufacturing & Service Operations Management, INFORMS, vol. 13(2), pages 180-193, March.
    27. Marvin B. Lieberman, 1984. "The Learning Curve and Pricing in the Chemical Processing Industries," RAND Journal of Economics, The RAND Corporation, vol. 15(2), pages 213-228, Summer.
    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. Elina H. Hwang & David Krackhardt, 2020. "Online Knowledge Communities: Breaking or Sustaining Knowledge Silos?," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 138-155, January.
    2. David Maslach & Oana Branzei & Claus Rerup & Mark J. Zbaracki, 2018. "Noise as Signal in Learning from Rare Events," Organization Science, INFORMS, vol. 29(2), pages 225-246, April.
    3. Fan, Terence & Schwab, Andreas & Geng, Xuesong, 2021. "Habitual entrepreneurship in digital platform ecosystems: A time-contingent model of learning from prior software project experiences," Journal of Business Venturing, Elsevier, vol. 36(5).
    4. Ivan Lugovoi & Dimitrios A. Andritsos & Claire Senot, 2022. "Novelty and scope of process innovation: The role of related and unrelated manufacturing experience," Production and Operations Management, Production and Operations Management Society, vol. 31(10), pages 3877-3895, October.
    5. Taguchi, Hiroyuki, 2022. "Manufacturing exports and institutional qualities: The case of central Asian countries," MPRA Paper 113585, University Library of Munich, Germany.
    6. Sunkee Lee & Philipp Meyer-Doyle, 2017. "How Performance Incentives Shape Individual Exploration and Exploitation: Evidence from Microdata," Organization Science, INFORMS, vol. 28(1), pages 19-38, February.
    7. Jingchuan Pu, 2022. "Do Online Communities Improve Job Performance in the Geographically Dispersed Organization?," Production and Operations Management, Production and Operations Management Society, vol. 31(2), pages 403-421, February.
    8. Kretschmer, Tobias & Glauber, Johanna, 2018. "Learning from failure across products," CEPR Discussion Papers 13140, C.E.P.R. Discussion Papers.
    9. Christian Weckenborg & Karsten Kieckhäfer & Thomas S. Spengler & Patricia Bernstein, 2020. "The Volkswagen Pre-Production Center Applies Operations Research to Optimize Capacity Scheduling," Interfaces, INFORMS, vol. 50(2), pages 119-136, March.
    10. 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.
    11. Ken Moon & Patrick Bergemann & Daniel Brown & Andrew Chen & James Chu & Ellen A. Eisen & Gregory M. Fischer & Prashant Loyalka & Sungmin Rho & Joshua Cohen, 2023. "Manufacturing Productivity with Worker Turnover," Management Science, INFORMS, vol. 69(4), pages 1995-2015, April.

    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. 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.
    2. 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.
    3. Megan Lawrence, 2018. "Taking Stock of the Ability to Change: The Effect of Prior Experience," Organization Science, INFORMS, vol. 29(3), pages 489-506, June.
    4. Kretschmer, Tobias & Glauber, Johanna, 2018. "Learning from failure across products," CEPR Discussion Papers 13140, C.E.P.R. Discussion Papers.
    5. Argote, Linda & Fahrenkopf, Erin, 2016. "Knowledge transfer in organizations: The roles of members, tasks, tools, and networks," Organizational Behavior and Human Decision Processes, Elsevier, vol. 136(C), pages 146-159.
    6. Linda Argote & Ella Miron-Spektor, 2011. "Organizational Learning: From Experience to Knowledge," Organization Science, INFORMS, vol. 22(5), pages 1123-1137, October.
    7. 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.
    8. Nadeau, Marie-Claude & Kar, Ashish & Roth, Richard & Kirchain, Randolph, 2010. "A dynamic process-based cost modeling approach to understand learning effects in manufacturing," International Journal of Production Economics, Elsevier, vol. 128(1), pages 223-234, November.
    9. Kamalini Ramdas & Khaled Saleh & Steven Stern & Haiyan Liu, 2018. "Variety and Experience: Learning and Forgetting in the Use of Surgical Devices," Management Science, INFORMS, vol. 64(6), pages 2590-2608, June.
    10. Megan Lawrence, 2020. "Replication using templates: Does the unit learn from itself, the template, or both?," Strategic Management Journal, Wiley Blackwell, vol. 41(11), pages 1955-1982, November.
    11. Anandasivam Gopal & Manu Goyal & Serguei Netessine & Matthew Reindorp, 2013. "The Impact of New Product Introduction on Plant Productivity in the North American Automotive Industry," Management Science, INFORMS, vol. 59(10), pages 2217-2236, October.
    12. Edward G. Anderson & Kyle Lewis, 2014. "A Dynamic Model of Individual and Collective Learning Amid Disruption," Organization Science, INFORMS, vol. 25(2), pages 356-376, April.
    13. Kannan Srikanth & Jaideep Anand & Mihaela Stan, 2021. "The origins of time compression diseconomies," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1573-1599, September.
    14. Tridas Mukhopadhyay & ParamVir Singh & Seung Hyun Kim, 2011. "Learning Curves of Agents with Diverse Skills in Information Technology-Enabled Physician Referral Systems," Information Systems Research, INFORMS, vol. 22(3), pages 586-605, September.
    15. Youngsoo Kim & Ramayya Krishnan & Linda Argote, 2012. "The Learning Curve of IT Knowledge Workers in a Computing Call Center," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 887-902, September.
    16. Tat Y. Chan & Jia Li & Lamar Pierce, 2014. "Learning from Peers: Knowledge Transfer and Sales Force Productivity Growth," Marketing Science, INFORMS, vol. 33(4), pages 463-484, July.
    17. Kai-Lung Hui, 2004. "Product Variety Under Brand Influence: An Empirical Investigation of Personal Computer Demand," Management Science, INFORMS, vol. 50(5), pages 686-700, May.
    18. Toft-Kehler, Rasmus & Wennberg, Karl & Kim, Phillip H., 2014. "Practice makes perfect: Entrepreneurial-experience curves and venture performance," Journal of Business Venturing, Elsevier, vol. 29(4), pages 453-470.
    19. Brun, Alessandro & Capra, Eugenio & Miragliotta, Giovanni, 2009. "VRP revisited: The impact of behavioural costs in balancing standardisation and variety," International Journal of Production Economics, Elsevier, vol. 117(1), pages 16-29, January.
    20. Anupam Agrawal & Suresh Muthulingam, 2015. "Does Organizational Forgetting Affect Vendor Quality Performance? An Empirical Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 17(3), pages 350-367, July.

    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:63:y:2017:i:2:p:405-423. 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.