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In Search of Data: An Editorial

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  • Steven M. Shugan

    (Warrington College of Business Administration, University of Florida, 201 Bryan Hall, Campus Box 117155, Gainesville, Florida 32611–7155)

Abstract

We argue that: (1) whether articles contain numeric data should be irrelevant to the evaluation process; (2) the desirability of numeric real, numeric synthetic, or nonnumeric data depends on the research objective; (3) assumptions can and should sometimes substitute for additional data; and (4) equal scrutiny should be given to data collection procedures, regardless of whether the researcher influences the collection or not. Finally, rather than focusing on data, evaluation of research should focus on whether the research provides compelling evidence for the conclusions.

Suggested Citation

  • Steven M. Shugan, 2002. "In Search of Data: An Editorial," Marketing Science, INFORMS, vol. 21(4), pages 369-377.
    • Handle: RePEc:inm:ormksc:v:21:y:2002:i:4:p:369-377
    DOI: 10.1287/mksc.21.4.369.132
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    1. Eric T. Anderson & Duncan I. Simester, 2001. "Are Sale Signs Less Effective When More Products Have Them?," Marketing Science, INFORMS, vol. 20(2), pages 121-142, March.
    2. K. Sudhir & Vrinda Kadiyali & Vithala R. Rao, 2001. "Structural Analysis of Manufacturer Pricing in the Presence of a Strategic Retailer," Yale School of Management Working Papers ysm229, Yale School of Management.
    3. Kenneth I. Wolpin & Mark R. Rosenzweig, 2000. "Natural "Natural Experiments" in Economics," Journal of Economic Literature, American Economic Association, vol. 38(4), pages 827-874, December.
    4. Bart J. Bronnenberg & Vijay Mahajan, 2001. "Unobserved Retailer Behavior in Multimarket Data: Joint Spatial Dependence in Market Shares and Promotion Variables," Marketing Science, INFORMS, vol. 20(3), pages 284-299, October.
    5. A. S. C. Ehrenberg, 1995. "Empirical Generalisations, Theory, and Method," Marketing Science, INFORMS, vol. 14(3_supplem), pages 20-28.
    6. Leamer, Edward E, 1983. "Let's Take the Con Out of Econometrics," American Economic Review, American Economic Association, vol. 73(1), pages 31-43, March.
    7. Lynch, John G, Jr, 1983. "The Role of External Validity in Theoretical Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(1), pages 109-111, June.
    8. D. Sudharshan & Jerrold H. May & Allan D. Shocker, 1987. "A Simulation Comparison of Methods for New Product Location," Marketing Science, INFORMS, vol. 6(2), pages 182-201.
    9. Chris Chatfield, 1995. "Model Uncertainty, Data Mining and Statistical Inference," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 158(3), pages 419-444, May.
    10. Christophe Van den Bulte & Gary L. Lilien, 1997. "Bias and Systematic Change in the Parameter Estimates of Macro-Level Diffusion Models," Marketing Science, INFORMS, vol. 16(4), pages 338-353.
    11. De Long, J Bradford & Lang, Kevin, 1992. "Are All Economic Hypotheses False?," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1257-1272, December.
    12. Faulhaber, Gerald R & Baumol, William J, 1988. "Economists as Innovators: Practical Products of Theoretical Research," Journal of Economic Literature, American Economic Association, vol. 26(2), pages 577-600, June.
    13. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    14. Peter E. Rossi & Robert E. McCulloch & Greg M. Allenby, 1996. "The Value of Purchase History Data in Target Marketing," Marketing Science, INFORMS, vol. 15(4), pages 321-340.
    15. K. Sudhir, 2001. "Structural Analysis of Manufacturer Pricing in the Presence of a Strategic Retailer," Marketing Science, INFORMS, vol. 20(3), pages 244-264, October.
    16. Daniel McFadden, 1986. "The Choice Theory Approach to Market Research," Marketing Science, INFORMS, vol. 5(4), pages 275-297.
    17. Griliches, Zvi, 1985. "Data and Econometricians-The Uneasy Alliance," American Economic Review, American Economic Association, vol. 75(2), pages 196-200, May.
    18. Hutchinson, J Wesley & Kamakura, Wagner A & Lynch, John G, Jr, 2000. "Unobserved Heterogeneity as an Alternative Explanation for "Reversal" Effects in Behavioral Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(3), pages 324-344, December.
    19. Randolph E. Bucklin & Sunil Gupta, 1999. "Commercial Use of UPC Scanner Data: Industry and Academic Perspectives," Marketing Science, INFORMS, vol. 18(3), pages 247-273.
    20. Yuxin Chen & Chakravarthi Narasimhan & Z. John Zhang, 2001. "Individual Marketing with Imperfect Targetability," Marketing Science, INFORMS, vol. 20(1), pages 23-41, November.
    21. Jinhong Xie & Steven M. Shugan, 2001. "Electronic Tickets, Smart Cards, and Online Prepayments: When and How to Advance Sell," Marketing Science, INFORMS, vol. 20(3), pages 219-243, June.
    22. Pradeep K. Chintagunta, 2001. "Endogeneity and Heterogeneity in a Probit Demand Model: Estimation Using Aggregate Data," Marketing Science, INFORMS, vol. 20(4), pages 442-456, December.
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    Cited by:

    1. Liang Guo, 2006. "—Removing the Boundary Between Structural and Reduced-Form Models," Marketing Science, INFORMS, vol. 25(6), pages 629-632, 11-12.
    2. Steven M. Shugan, 2004. "Editorial: Consulting, Research, and Consulting Research," Marketing Science, INFORMS, vol. 23(2), pages 173-179.
    3. Guhl, Daniel, 2019. "Addressing endogeneity in aggregate logit models with time-varying parameters for optimal retail-pricing," European Journal of Operational Research, Elsevier, vol. 277(2), pages 684-698.
    4. Steven M. Shugan, 2006. "Editorial: Errors in the Variables, Unobserved Heterogeneity, and Other Ways of Hiding Statistical Error," Marketing Science, INFORMS, vol. 25(3), pages 203-216, 05-06.
    5. Eyal Biyalogorsky & Eitan Gerstner, 2004. "Contingent Pricing to Reduce Price Risks," Marketing Science, INFORMS, vol. 23(1), pages 146-155, March.
    6. Steven M. Shugan, 2007. "Editorial—The Anna Karenina Bias: Which Variables to Observe?," Marketing Science, INFORMS, vol. 26(2), pages 145-148, 03-04.
    7. Schmid, Stefan & Kotulla, Thomas, 2011. "50 years of research on international standardization and adaptation--From a systematic literature analysis to a theoretical framework," International Business Review, Elsevier, vol. 20(5), pages 491-507, October.

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