Technological uncertainty, market orientation and firms’ economic performance

Author/s Gianluca Vagnani, Michele Simoni
Publishing Year 2016 Issue 2016/2
Language English Pages 25 P. 143-167 File size 174 KB
DOI 10.3280/MC2016-002008
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The paper analyzes how the technological environment affects the relationship between market orientation and a firm’s economic performance. In particular, the study focuses on a dimension of technological environment that has been neglected by the extant literature to date, i.e., the level of uncertainty for firms created by the homogeneity-heterogeneity of the set of technologies available in an industry. In addition, in contrast to past studies that have been primarily based on cross-sectional analysis and subjective measures, this paper proposes a longitudinal study based on objective measures of market orientation, technological uncertainty and performance. Our findings show the peculiar effect of technological uncertainty on the market orientation-firm’s performance link. Moreover, this paper introduces a set of new methodologies, particularly on the measurement of market orientation and of technological uncertainty. The theoretical contribution and practical implications of our results are discussed.

Keywords: Technological uncertainty, market orientation, firm’s economic performance, endogeneity, content analysis, longitudinal research design

  1. Abell D. (1993). Managing with dual Strategies. Mastering the present and preempting the future. New York: The Free Press.
  2. Abrahamson E. & Amir E. (1996). The information content of the president’s letter to shareholders. Journal of Business Finance & Accounting, 23(8): 1157-1182, DOI: 10.1111/j.1468-5957.1996.tb01163.x
  3. Anderson P. & Tushman M.L. (1990). Technological discontinuities and dominant designs: A cyclical model of technological change. Administrative Science Quarterly, 35(4): 604-633, DOI: 10.2307/2393511
  4. Arellano M. (2003). Panel data econometrics. New York: Oxford University Press.
  5. Ashwin M. & Hirst A. (2014). Scoping the market orientation literature from 2009 to 2013: a review of the concept and the discussions found across a range of academic disciplines. Journal of Strategic Marketing, 23(4): 353-363, DOI: 10.1080/0965254x.2014.970213
  6. Atuahene-Gima K. & Ko A. (2001). An Empirical Investigation of the Effect of Market Orientation and Entrepreneurship Orientation Alignment on Product Innovation. Organization Science, 12(1): 54-74, DOI: 10.1287/orsc.
  7. Atuahene-Gima K., Slater S.F. & Olson E.M. (2005). The contingent value of responsive and proactive market orientations for new product program performance. Journal of Product Innovation Management, 22(6): 464-482, DOI: 10.1111/j.1540-5885.2005.00144.x
  8. Balakrishnan S. (1996). Benefits of customer and competitive orientations in industrial markets. Industrial Marketing Management, 25(4): 257-269, DOI: 10.1016/0019-8501(96)00012-0
  9. Baron R.M. & Kenny D.A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of personality and social psychology, 51(6): 1173-1182, DOI: 10.1037//0022-3514.51.6.1173
  10. Bennett R.C. & Cooper R.G. (1979). Beyond the marketing concept. Business Horizons, 22(3): 76-83, DOI: 10.1016/0007-6813(79)90088-0
  11. Billett M.T., King T.H.D. & Mauer D.C. (2007). Growth opportunities and the choice of leverage, debt maturity, and covenants. The Journal of Finance, 62(2): 697-730, DOI: 10.1111/j.1540-6261.2007.01221.x
  12. Birkinshaw J. & Gibson C. (2004). Building ambidexterity into an organization. MIT Sloan Management Review, 45: 47-55, DOI: 10.1225/SMR144
  13. Blundell R. & Bond S. (2000). GMM estimation with persistent panel data: an application to production functions. Econometric reviews, 19(3): 321-340, DOI: 10.1080/07474930008800475
  14. Bowman E.H. (1984). Content analysis of annual reports for corporate strategy and risk. Interfaces, 14(1): 61-71, DOI: 10.1287/inte.14.1.61
  15. Cassar, G. (2010). Are individuals entering self_employment overly optimistic? An empirical test of plans and projections on nascent entrepreneur expectations. Strategic Management Journal, 31(8): 822-840, DOI: 10.2139/ssrn.945206
  16. Chakravarthy, B. S. (1986). Measuring strategic performance. Strategic Management Journal, 7(5): 437-458, DOI: 10.1002/smj.4250070505
  17. Christensen C.M. & Bower, J. L. (1996). Customer power, strategic investment, and the failure of leading firms. Strategic Management Journal, 17(3): 197-218, DOI: 10.1002/(sici)1097-0266(199603)17:3<197::aid-smj804>;2-l.
  18. Chung K.H. & Pruitt, S. W. (1994). A simple approximation of Tobin’s q. Financial management, 23(3): 70-74, DOI: 10.2307/3665623
  19. Courtis J.K. (1982). Private shareholder response to corporate annual reports. Accounting & Finance, 22(2): 53-72, DOI: 10.1111/j.1467-629x.1982.tb00036.x
  20. Daniel Kindström D.C.K., Dr, Carbonell P. & Rodriguez-Escudero A.-I. (2014). Antecedents and consequences of using information from customers involved in new service development. Journal of Business & Industrial Marketing, 29(2): 112-122, DOI: 10.1108/jbim-04-2012-0071
  21. Deshpandé R. & Farley J. (1998). Measuring market orientation: generalization and synthesis. Journal of Market-Focused Management, 2(3): 213-232, DOI: 10.1023/A:1009719615327
  22. Deshpandé R., Farley J.U. & Webster F.E. (2000). Triad lessons: generalizing results on high performance firms in five business-to-business markets. International Journal of Research in Marketing, 17(4): 353-362, DOI: 10.1016/s0167-8116(00)00009-4
  23. Dess G.G. & Beard D.W. (1984). Dimensions of organizational task environments. Administrative Science Quarterly, 29(1): 52-73, DOI: 10.2307/2393080
  24. Devinney T.M., Yip G.S. & Johnson, G. (2010). Using frontier analysis to evaluate company performance. British Journal of Management, 21(4): 921-938, DOI: 10.1111/j.1467-8551.2009.00650.x
  25. Fleming L. & Sorenson, O. (2003). Navigating the Technology Landscape of Innovation. (cover story). MIT Sloan Management Review, 44(2): 15-23, Retrieved from
  26. Fleming L. & Sorenson O. (2004). Science as a map in technological search. Strategic Management Journal, 25(8-9): 909-928, DOI: 10.1002/smj.384
  27. Frenken K. (2006). A fitness landscape approach to technological complexity, modularity, and vertical disintegration. Structural Change and Economic Dynamics, 17(3): 288-305, DOI: 10.1016/j.strueco.2006.01.001
  28. Frenken K., Saviotti P.P. & Trommetter M. (1999). Variety and niche creation in aircraft, helicopters, motorcycles and microcomputers. Research Policy, 28(5): 469-488, DOI: 10.1016/s0048-7333(99)00008-6
  29. Frosch R.A. (1996). The customer for R&D is always wrong! Research Technology Management, 39(6): 22-27, DOI: 10.1002/pam.2028
  30. Golinelli G.M. & Vagnani G. (2002). Corporate Governance as a Viable System: the Role of Intra-and Inter-Systemic Relationships. Symphonya. Emerging Issues in Management (2): 54-68, DOI: 10.4468/2002.2.07golinelli.vagnani
  31. González-Benito Ó. & González-Benito J. (2005). Cultural vs. operational market orientation and objective vs. subjective performance: Perspective of production and operations. Industrial Marketing Management, 34(8): 797-829, DOI: 10.1016/j.indmarman.2005.01.002
  32. Gotteland D. & Boulé, J.-M. (2006). The market orientation–new product performance relationship: Redefining the moderating role of environmental conditions. International Journal of Research in Marketing, 23(2): 171-185, DOI: 10.1016/j.ijresmar.2005.08.001
  33. Gray B., Matear S., Boshoff C. & Matheson P. (1998). Developing a better measure of market orientation. European Journal of Marketing, 32(9/10): 884-903,
  34. 10.1108/03090569810232327.
  35. Greene W.H. (2002). Econometric analysis. Englewood Cliffs: Prentice Hall.
  36. Griliches Z. (1981). Market value, R&D, and patents. Economics letters, 7(2): 183-187, DOI: 10.1016/0165-1765(87)90114-5
  37. Griliches Z. (1990). Patent statistics as economic indicators: a survey. National Bureau of Economic Research, DOI: 10.3386/w3301
  38. Hall B.H. (1993). The stock market’s valuation of R&D investment during the 1980’s. The American Economic Review, 83(2): 259-264, Retrieved from
  39. Hansen L.P. (1982). Large sample properties of generalized method of moments estimators. Econometrica: Journal of the Econometric Society, 50(4): 1029-1054, DOI: 10.2307/1912775
  40. Hsiao C. (2007). Panel data analysis—advantages and challenges. Test, 16(1): 1-22, DOI: 10.1007/s11749-007-0046-x
  41. Jaworski B.J. & Kohli A.K. (1993). Market orientation: antecedents and consequences. Journal of Marketing, 57(3): 53, DOI: 10.2307/1251854
  42. Katila R. (2002). New product search over time: past ideas in their prime?. Academy of Management Journal, 45(5): 995-1010, DOI: 10.2307/3069326
  43. Keegan J. & Kabanoff B. (2007). Indirect industry-and subindustry-level managerial discretion measurement. Organizational Research Methods, DOI: 10.1177/1094428107308897
  44. Keil T., Maula M., Schildt H. & Zahra S.A. (2008). The effect of governance modes and relatedness of external business development activities on innovative performance. Strategic Management Journal, 29(8): 895-907, DOI: 10.1002/smj.672
  45. King G. & Lowe W. (2003). An automated information extraction tool for international conflict data with performance as good as human coders: A rare events evaluation design. International Organization, 57(3): 617-642, DOI: 10.1017/s0020818303573064
  46. Kirca A.H., Jayachandran, S. & Bearden W.O. (2005). Market orientation: A metaanalytic review and assessment of its antecedents and impact on performance. Journal of Marketing, 69(2): 24-41, DOI: 10.1509/jmkg.
  47. Kleinknecht A., Van Montfort K. & Brouwer E. (2002). The non-trivial choice between innovation indicators. Economics of Innovation and new technology, 11(2): 109-121, DOI: 10.1080/10438590210899
  48. Kohli A.K. & Jaworski, B.J. (1990). Market Orientation: The Construct, Research Propositions, and Managerial Implications. Journal of Marketing, 54(2): 1-18, DOI: 10.2307/1251866
  49. Kohli A.K., Jaworski B.J. & Kumar A. (1993). MARKOR: A Measure of Market Orientation. Journal of Marketing Research, 30(4): 467-477, DOI: 10.2307/3172691
  50. Kumar K., Subramanian R. & Yauger C. (1998). Examining the Market Orientation-Performance Relationship: A Context-Specific Study. Journal of Management, 24(2): 201-233, DOI: 10.1177/014920639802400204
  51. Kumar V., Jones E., Venkatesan R. & Leone R.P. (2011). Is market orientation a source of sustainable competitive advantage or simply the cost of competing?. Journal of Marketing, 75(1): 16-30, DOI: 10.1509/jmkg.75.1.16
  52. Laver, M., Benoit, K. & Garry, J. (2003). Extracting policy positions from political texts using words as data. American Political Science Review, 97(2): 311-331, DOI: 10.1017/s0003055403000698.
  53. Lavie D., Kang J. & Rosenkopf L. (2011). Balance within and across domains: The performance implications of exploration and exploitation in alliances. Organization Science, 22(6): 1517-1538, DOI: 10.1287/orsc.1100.0596
  54. Lenox M.J., Rockart S.F. & Lewin A.Y. (2010). Does interdependency affect firm and industry profitability? An empirical test. Strategic Management Journal, 31(2): 121-139, DOI: 10.1002/smj.811
  55. Leonard-Barton, D. (1992). Core capabilities and core rigidities: A paradox in managing new product development. Strategic Management Journal, 13(S1): 111-125, DOI: 10.1142/9789814295505_0002
  56. Liao S.-H., Chang W.-J., Wu C.-C. & Katrichis J.M. (2011). A survey of market orientation research (1995-2008). Industrial Marketing Management, 40(2): 301-310, DOI: 10.1016/j.indmarman.2010.09.003
  57. Lin B.-W., Lee Y. & Hung S.-C. (2006). R&D intensity and commercialization orientation effects on financial performance. Journal of Business Research, 59(6): 679-685, DOI: 10.1016/j.jbusres.2006.01.002
  58. Lindenberg E.B. & Ross S.A. (1981). Tobin’s q ratio and industrial organization. Journal of Business, 54(1): 1-32, DOI: 10.1086/296120
  59. Lubatkin M. & Shrieves R.E. (1986). Towards reconciliation of market performance measures to strategic management research. Academy of Management Review, 11(3): 497-512, DOI: 10.5465/amr.1986.4306197
  60. Michalisin M.D. (2001). Validity of annual report assertions about innovativeness: an empirical investigation. Journal of Business Research, 53(3): 151-161, DOI: 10.1016/s0148-2963(99)00118-6
  61. Moran P., Simoni M. & Vagnani G. (2011). Becoming the best: by beating or ignoring the best? Toward an expanded view of the role of managerial selection in complex and turbulent environments. Journal of Management & Governance, 15(3): 447-481, DOI: 10.1007/s10997-010-9129-2
  62. Morgan N.A., Vorhies D.W. & Mason C.H. (2009). Market orientation, marketing capabilities, and firm performance. Strategic Management Journal, 30(8): 909-920, DOI: 10.1002/smj.764
  63. Narver J.C. & Slater S.F. (1990). The Effect of a Market Orientation on Business Profitability. Journal of Marketing, 54(4): 20-35, DOI: 10.4135/9781452231426.n3
  64. Osborne J.D., Stubbart C.I. & Ramaprasad A. (2001). Strategic groups and competitive enactment: a study of dynamic relationships between mental models and performance. Strategic Management Journal, 22(5): 435-454, DOI: 10.1002/smj.166
  65. Patel P. & Pavitt K. (1997). The technological competencies of the world’s largest firms: complex and path-dependent, but not much variety. Research Policy, 26(2): 141-156, DOI: 10.1016/s0048-7333(97)00005-x
  66. Pelham A.M. & Wilson D.T. (1995). A longitudinal study of the impact of market structure, firm structure, strategy, and market orientation culture on dimensions of small-firm performance. Journal of the Academy of Marketing Science, 24(1): 27- 43, DOI: 10.1177/009207039602400103
  67. Porac J.F., Wade J.B. & Pollock T.G. (1999). Industry categories and the politics of the comparable firm in CEO compensation. Administrative Science Quarterly, 44(1): 112-144, DOI: 10.2307/2667033
  68. Raju P.S., Lonial S.C. & Crum M.D. (2011). Market orientation in the context of SMEs: A conceptual framework. Journal of Business Research, 64(12): 1320-1326, DOI: 10.1016/j.jbusres.2010.12.002.
  69. Reichheld F.F. (1996). Learning from customer defections. Harvard Business Review, 74(2): 56-69, doi 10.1225/96210
  70. Richard P.J., Devinney T.M., Yip G.S. & Johnson G. (2009). Measuring organizational performance: Towards methodological best practice. Journal of Management, 35(3), DOI: 10.2139/ssrn.814285
  71. Rodriguez Cano C., Carrillat F.A. & Jaramillo F. (2004). A meta-analysis of the relationship between market orientation and business performance: evidence from five continents. International Journal of Research in Marketing, 21(2): 179-200, DOI: 10.1016/j.ijresmar.2003.07.001
  72. Roodman D. (2009). A note on the theme of too many instruments. Oxford Bulletin of Economics and statistics, 71(1): 135-158, DOI: 10.1111/j.1468-0084.2008.00542.x
  73. Rosenberg N. (1982). Inside the black box: Technology and economics. Cambridge University Press.
  74. Ruekert R.W. (1992). Developing a market orientation: an organizational strategy perspective. International Journal of Research in Marketing, 9(3): 225-245, DOI: 10.1016/0167-8116(92)90019-h
  75. Saviotti P.P. & Metcalfe J.S. (1984). A theoretical approach to the construction of technological output indicators. Research Policy, 13(3): 141-151, DOI: 10.1016/0048-7333(84)90022-2
  76. Schot J. & Geels F. (2007). Niches in evolutionary theories of technical change. Journal of Evolutionary Economics, 17(5): 605-622, DOI: 10.1007/s00191-007-0057-5
  77. Shannon C.E. (1948). A mathematical theory of communication. The Bell System Technical Journal, 27: 379-423, 623-656, DOI: 10.1002/j.1538-7305.1948.tb01338.x
  78. Shiller R.J. (1980). Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?. National Bureau of Economic Research, DOI: 10.3386/w0456
  79. Slater S. F. & Narver J.C. (1994). Market orientation, customer value, and superior performance. Business Horizons, 37(2): 22-28, DOI: 10.1016/0007-6813(94)90029-9
  80. Slater S.F. & Narver J.C. (2000). The positive effect of a market orientation on business profitability: a balanced replication. Journal of Business Research, 48(1): 69-73, DOI: 10.1016/s0148-2963(98)00077-0
  81. Sorenson O., Rivkin J.W. & Fleming L. (2006). Complexity, networks and knowledge flow. Research Policy, 35(7): 994-1017, DOI: 10.2139/ssrn.310001
  82. Stevenson R.L. (2001). In Praise of Dumb Clerks: Computer-Assisted Content. In M.D. West (Ed.), Theory, Method, and Practice in Computer Content Analysis (pp. 3-12). Westport, CT: Ablex Publishing.
  83. Tauber E.M. (1974). How market research discourages major innovation. Business Horizons, 17(3): 22-26, DOI: 10.1016/0007-6813(74)90070-6
  84. Theil H. (1967). Economics and information theory. Amsterdam: North Holland.
  85. Tobin J. (1969). A general equilibrium approach to monetary theory. Journal of money, credit and banking, 1(1): 15-29, DOI: 10.2307/1991374
  86. Tobin J. (1978). Monetary policies and the economy: the transmission mechanism. Southern Economic Journal, 44(3): 421-431, DOI: 10.2307/1057201
  87. Trajtenberg M., Henderson R. & Jaffe A. (1997). University versus corporate patents: A window on the basicness of invention. Economics of Innovation and new technology, 5(1): 19-50, DOI: 10.1080/10438599700000006.TsaiK.-H.,ChouC.&KuoJ.-H.(2008).Thecurvilinearrelationshipsbetweenresponsiveandproactivemarketorientationsandnewproductperformance:Acontingentlink.IndustrialMarketingManagement,37(8):884-894,doi:10.1016/j.indmarman.2007.03.005
  88. Tushman M.L. & Anderson P. (1986). Technological discontinuities and organizational environments. Administrative Science Quarterly, 31(3): 439-465, DOI: 10.2307/2392832
  89. Uotila J., Maula M., Keil T. & Zahra S.A. (2009). Exploration, exploitation, and financial performance: analysis of S&P 500 corporations. Strategic Management Journal, 30(2): 221-231, DOI: 10.1002/smj.738

Gianluca Vagnani, Michele Simoni, Technological uncertainty, market orientation and firms’ economic performance in "MERCATI & COMPETITIVITÀ" 2/2016, pp 143-167, DOI: 10.3280/MC2016-002008