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Benchmarking for Routines and Organizational Knowledge: A Managerial Accounting Approach with Performance Feedback

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  • Mircea Epure

Abstract

This study proposes a managerial accounting research design that bridges a gap between firm productivity based on frontier techniques and strategic management. In doing so, it operationalizes the theoretical frameworks based on the endogenous components of across-firms heterogeneous resources and routines, which are fundamental for firm performance. The design focuses on industry-level benchmarking to analyze changes in performance and organizational knowledge investments, and proposes some indicators for firm-level strategic benchmarking. An analysis of a twelve-years panel of the U.S. technology hardware and equipment industry illustrates the usefulness of the proposals. Findings reveal wider gaps between better and worse performers following economic distress. Increasing intangibles stocks is positively associated with changes in frontier benchmarking, while enhancing R&D spending is linked to frontier shifts. The discussion develops managerial interpretations suitable for control and reward systems.

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  • Mircea Epure, 2014. "Benchmarking for Routines and Organizational Knowledge: A Managerial Accounting Approach with Performance Feedback," Working Papers 729, Barcelona School of Economics.
  • Handle: RePEc:bge:wpaper:729
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    1. Jose Zofio & Jesus Pastor & Juan Aparicio, 2013. "The directional profit efficiency measure: on why profit inefficiency is either technical or allocative," Journal of Productivity Analysis, Springer, vol. 40(3), pages 257-266, December.
    2. Luenberger, David G., 1992. "Benefit functions and duality," Journal of Mathematical Economics, Elsevier, vol. 21(5), pages 461-481.
    3. Aparicio, Juan & Pastor, Jesus T. & Zofio, Jose L., 2013. "On the inconsistency of the Malmquist–Luenberger index," European Journal of Operational Research, Elsevier, vol. 229(3), pages 738-742.
    4. Chambers, Robert G. & Fare, Rolf & Grosskopf, Shawna, 1996. "Productivity Growth in APEC Countries," Working Papers 197843, University of Maryland, Department of Agricultural and Resource Economics.
    5. Teppo Felin & Nicolai J. Foss & Koen H. Heimeriks & Tammy L. Madsen, 2012. "Microfoundations of Routines and Capabilities: Individuals, Processes, and Structure," Journal of Management Studies, Wiley Blackwell, vol. 49(8), pages 1351-1374, December.
    6. Antle, Rick & Bogetoft, Peter & Stark, Andrew W., 2001. "Information systems, incentives and the timing of investments," Journal of Accounting and Public Policy, Elsevier, vol. 20(4-5), pages 267-294.
    7. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    8. Peter Abell & Teppo Felin & Nicolai Foss, 2008. "Building micro-foundations for the routines, capabilities, and performance links," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 29(6), pages 489-502.
    9. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    10. Wilson, Paul W, 1993. "Detecting Outliers in Deterministic Nonparametric Frontier Models with Multiple Outputs," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 319-323, July.
    11. Bert Balk, 2003. "The Residual: On Monitoring and Benchmarking Firms, Industries, and Economies with Respect to Productivity," Journal of Productivity Analysis, Springer, vol. 20(1), pages 5-47, July.
    12. John E. Ettlie, 1998. "R&D and Global Manufacturing Performance," Management Science, INFORMS, vol. 44(1), pages 1-11, January.
    13. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
    14. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    15. Langfield-Smith, Kim, 1997. "Management control systems and strategy: A critical review," Accounting, Organizations and Society, Elsevier, vol. 22(2), pages 207-232, February.
    16. Paul S. Adler & Kim B. Clark, 1991. "Behind the Learning Curve: A Sketch of the Learning Process," Management Science, INFORMS, vol. 37(3), pages 267-281, March.
    17. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    18. Cinzia Daraio & Léopold Simar, 2016. "Efficiency and benchmarking with directional distances: a data-driven approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(7), pages 928-944, July.
    19. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    20. Kiran Verma, 1993. "Managerial Efficiency: A Study of Management Buyouts," Contemporary Accounting Research, John Wiley & Sons, vol. 10(1), pages 179-204, September.
    21. Gary P. Pisano & Richard M.J. Bohmer & Amy C. Edmondson, 2001. "Organizational Differences in Rates of Learning: Evidence from the Adoption of Minimally Invasive Cardiac Surgery," Management Science, INFORMS, vol. 47(6), pages 752-768, June.
    22. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    23. Rajiv Banker & Hsihui Chang & Ram Natarajan, 2007. "Estimating DEA technical and allocative inefficiency using aggregate cost or revenue data," Journal of Productivity Analysis, Springer, vol. 27(2), pages 115-121, April.
    24. Nicholas S. Argyres & Teppo Felin & Nicolai Foss & Todd Zenger, 2012. "Organizational Economics of Capability and Heterogeneity," Organization Science, INFORMS, vol. 23(5), pages 1213-1226, October.
    25. Otto Toivanen & Paul Stoneman & Derek Bosworth, 2002. "Innovation and the Market Value of UK Firms, 1989–1995," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(1), pages 39-61, February.
    26. Ittner, Christopher D. & Larcker, David F., 1997. "Quality strategy, strategic control systems, and organizational performance," Accounting, Organizations and Society, Elsevier, vol. 22(3-4), pages 293-314.
    27. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, March.
    28. Teppo Felin & Teppo Felin, 2012. "Cosmologies of Capability, Markets and Wisdom of Crowds: Introduction and Comparative Agenda," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 33(5-6), pages 283-294, July.
    29. Bok Baik & Joon Chae & Sunhwa Choi & David B. Farber, 2013. "Changes in Operational Efficiency and Firm Performance: A Frontier Analysis Approach," Contemporary Accounting Research, John Wiley & Sons, vol. 30(3), pages 996-1026, September.
    30. Ray,Subhash C., 2012. "Data Envelopment Analysis," Cambridge Books, Cambridge University Press, number 9781107405264.
    31. E. Grifell-Tatjé & C. A. K. Lovell, 1999. "Profits and Productivity," Management Science, INFORMS, vol. 45(9), pages 1177-1193, September.
    32. Robert G. Chambers & Rulon D. Pope, 1996. "Aggregate Productivity Measures," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1360-1365.
    33. Argote, L. & Epple, D., 1990. "Learning Curves In Manufacturing," GSIA Working Papers 89-90-02, Carnegie Mellon University, Tepper School of Business.
    34. Jerker Denrell & Christina Fang & Sidney G. Winter, 2003. "The economics of strategic opportunity," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 977-990, October.
    35. Linda Argote & Ella Miron-Spektor, 2011. "Organizational Learning: From Experience to Knowledge," Organization Science, INFORMS, vol. 22(5), pages 1123-1137, October.
    36. Jean‐Philippe Boussemart & Walter Briec & Kristiaan Kerstens & Jean‐Christophe Poutineau, 2003. "Luenberger and Malmquist Productivity Indices: Theoretical Comparisons and Empirical Illustration," Bulletin of Economic Research, Wiley Blackwell, vol. 55(4), pages 391-405, October.
    37. Peter Bogetoft & Henrik Ballebye Olesen, 2003. "Incentives, Information Systems, and Competition," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(1), pages 234-247.
    38. W. Briec, 1997. "A Graph-Type Extension of Farrell Technical Efficiency Measure," Journal of Productivity Analysis, Springer, vol. 8(1), pages 95-110, March.
    39. Epure, Mircea & Kerstens, Kristiaan & Prior, Diego, 2011. "Technology-based total factor productivity and benchmarking: New proposals and an application," Omega, Elsevier, vol. 39(6), pages 608-619, December.
    40. Anne Marie Knott & David J. Bryce & Hart E. Posen, 2003. "On the Strategic Accumulation of Intangible Assets," Organization Science, INFORMS, vol. 14(2), pages 192-207, April.
    41. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    42. Felin, Teppo & Foss, Nicolai J., 2011. "The endogenous origins of experience, routines, and organizational capabilities: the poverty of stimulus," Journal of Institutional Economics, Cambridge University Press, vol. 7(2), pages 231-256, June.
    43. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    44. Anne Marie Knott, 2003. "Persistent heterogeneity and sustainable innovation," Strategic Management Journal, Wiley Blackwell, vol. 24(8), pages 687-705, August.
    45. Anne Marie Knott & Hart E. Posen, 2009. "Firm R&D Behavior and Evolving Technology in Established Industries," Organization Science, INFORMS, vol. 20(2), pages 352-367, April.
    46. Christoph Zott, 2003. "Dynamic capabilities and the emergence of intraindustry differential firm performance: insights from a simulation study," Strategic Management Journal, Wiley Blackwell, vol. 24(2), pages 97-125, February.
    47. Wade D. Cook & Joe Zhu, 2007. "Data Irregularities And Structural Complexities In Dea," Springer Books, in: Joe Zhu & Wade D. Cook (ed.), Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis, chapter 0, pages 1-11, Springer.
    48. O'Mahony, Mary & Vecchi, Michela, 2009. "R&D, knowledge spillovers and company productivity performance," Research Policy, Elsevier, vol. 38(1), pages 35-44, February.
    49. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    50. Peter Bogetoft & Lars Otto, 2011. "Benchmarking with DEA, SFA, and R," International Series in Operations Research and Management Science, Springer, number 978-1-4419-7961-2, December.
    51. Richard Blundell & Rachel Griffith & John van Reenen, 1999. "Market Share, Market Value and Innovation in a Panel of British Manufacturing Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(3), pages 529-554.
    52. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    53. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
    54. Shantanu Dutta & Om Narasimhan & Surendra Rajiv, 1999. "Success in High-Technology Markets: Is Marketing Capability Critical?," Marketing Science, INFORMS, vol. 18(4), pages 547-568.
    55. Noel Capon & John U. Farley & Scott Hoenig, 1990. "Determinants of Financial Performance: A Meta-Analysis," Management Science, INFORMS, vol. 36(10), pages 1143-1159, October.
    56. R. G. Chambers & Y. Chung & R. Färe, 1998. "Profit, Directional Distance Functions, and Nerlovian Efficiency," Journal of Optimization Theory and Applications, Springer, vol. 98(2), pages 351-364, August.
    57. Agrell, Per J. & Bogetoft, Peter & Tind, Jorgen, 2002. "Incentive plans for productive efficiency, innovation and learning," International Journal of Production Economics, Elsevier, vol. 78(1), pages 1-11, July.
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    1. Schubert, Torben & Jäger, Angela & Türkeli, Serdar & Visentin, Fabiana, 2020. "Addressing the productivity paradox with big data: A literature review and adaptation of the CDM econometric model," MERIT Working Papers 2020-050, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    2. Mircea Epure, 2022. "Corporate social responsibility as a signaling technology," Review of Managerial Science, Springer, vol. 16(3), pages 907-930, April.
    3. Ang, Frederic & Kerstens, Pieter Jan, 2017. "Decomposing the Luenberger–Hicks–Moorsteen Total Factor Productivity indicator: An application to U.S. agriculture," European Journal of Operational Research, Elsevier, vol. 260(1), pages 359-375.

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    More about this item

    Keywords

    benchmarking; resources; management accounting; organizational investments; frontier analysis;
    All these keywords.

    JEL classification:

    • M1 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration
    • M4 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • D2 - Microeconomics - - Production and Organizations
    • M0 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - General

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