IDEAS home Printed from https://ideas.repec.org/a/eee/ijrema/v37y2020i1p27-42.html
   My bibliography  Save this article

The evolving world of research in marketing and the blending of theory and data

Author

Listed:
  • Lehmann, Donald R.

Abstract

The world, and the way research is conducted in marketing, has changed over the last fifty years. For example, there has been an increased emphasis on theory and model testing. This paper briefly identifies some of the changes that have occurred. It then discusses the role of theory and presents a method for combining theory (intuition, expectations) with data to form a model. Finally, it identifies a number of concerns with the way research is typically conducted, most of which involve “formulaic” approaches that have developed. The purpose of the paper is not to present a correct approach. Rather it is to have all of us, but especially young scholars, think more critically (and imaginatively) about how to advance knowledge in marketing.

Suggested Citation

  • Lehmann, Donald R., 2020. "The evolving world of research in marketing and the blending of theory and data," International Journal of Research in Marketing, Elsevier, vol. 37(1), pages 27-42.
    • Handle: RePEc:eee:ijrema:v:37:y:2020:i:1:p:27-42
    DOI: 10.1016/j.ijresmar.2019.12.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167811619300862
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ijresmar.2019.12.001?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Claes Fornell & Roland Rust, 1989. "Incorporating prior theory in covariance structure analysis: A bayesian approach," Psychometrika, Springer;The Psychometric Society, vol. 54(2), pages 249-259, June.
    2. Lehmann, Donald R. & Moore, William L., 1991. "A combined simply scalable and tree-based preference model," Journal of Business Research, Elsevier, vol. 22(4), pages 311-326, June.
    3. Holbrook, Morris B & Lehmann, Donald R, 1981. "Allocating Discretionary Time: Complementarity among Activities," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 7(4), pages 395-406, March.
    4. Lynch, John G. & Bradlow, Eric T. & Huber, Joel C. & Lehmann, Donald R., 2015. "Reflections on the replication corner: In praise of conceptual replications," International Journal of Research in Marketing, Elsevier, vol. 32(4), pages 333-342.
    5. Lehmann, Donald R. & Gruber, Robert, 1980. "Exponents of multiattribute models," Journal of Business Research, Elsevier, vol. 8(3), pages 361-370, September.
    6. Roland T. Rust & David C. Schmittlein, 1985. "A Bayesian Cross-Validated Likelihood Method for Comparing Alternative Specifications of Quantitative Models," Marketing Science, INFORMS, vol. 4(1), pages 20-40.
    7. Ferber, Robert, 1977. "Research by Convenience," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 4(1), pages 57-58, June.
    8. Jacob Goldenberg & Donald R. Lehmann & David Mazursky, 2001. "The Idea Itself and the Circumstances of Its Emergence as Predictors of New Product Success," Management Science, INFORMS, vol. 47(1), pages 69-84, January.
    9. Kevin Lane Keller & Donald R. Lehmann, 2006. "Brands and Branding: Research Findings and Future Priorities," Marketing Science, INFORMS, vol. 25(6), pages 740-759, 11-12.
    10. Greenleaf, Eric A & Lehmann, Donald R, 1995. "Reasons for Substantial Delay in Consumer Decision Making," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(2), pages 186-199, September.
    11. Roland T. Rust & Duncan Simester & Roderick J. Brodie & V. Nilikant, 1995. "Model Selection Criteria: An Investigation of Relative Accuracy, Posterior Probabilities, and Combinations of Criteria," Management Science, INFORMS, vol. 41(2), pages 322-333, February.
    12. Robert C. Blattberg & Stephen J. Hoch, 1990. "Database Models and Managerial Intuition: 50% Model + 50% Manager," Management Science, INFORMS, vol. 36(8), pages 887-899, August.
    13. Hulbert, James M. & Lehmann, Donald R. & Winer, Russell S., 1983. "Objective and strategy determination: Some empirical results," Journal of Business Research, Elsevier, vol. 11(4), pages 427-438, December.
    14. Frank M. Bass, 1995. "Empirical Generalizations and Marketing Science: A Personal View," Marketing Science, INFORMS, vol. 14(3_supplem), pages 6-19.
    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. Isaac Levi Henderson & Mark Avis & Wai Hong Kan Tsui & Thanh Ngo & Andrew Gilbey, 2023. "Compound Brands and the Multi-Creation of Brand Associations: Evidence from Airports and Shopping Malls," Sustainability, MDPI, vol. 15(2), pages 1-21, January.
    2. Islam, Towhidul & Meade, Nigel & Carson, Richard T. & Louviere, Jordan J. & Wang, Juan, 2022. "The usefulness of socio-demographic variables in predicting purchase decisions: Evidence from machine learning procedures," Journal of Business Research, Elsevier, vol. 151(C), pages 324-338.
    3. Justin Jia & Jia Li & Weixin Liu, 2023. "Expectation-based consumer purchase decisions: behavioral modeling and observations," Marketing Letters, Springer, vol. 34(3), pages 397-413, September.
    4. Ming-Hui Huang & Roland T. Rust, 2021. "A strategic framework for artificial intelligence in marketing," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 30-50, January.
    5. Malshe, Avinash & Hughes, Douglas E. & Good, Valerie & Friend, Scott B., 2022. "Marketing strategy implementation impediments and remedies: A multi-level theoretical framework within the sales-marketing interface," International Journal of Research in Marketing, Elsevier, vol. 39(3), pages 824-846.
    6. Wierenga, Berend, 2021. "The study of important marketing issues in an evolving field," International Journal of Research in Marketing, Elsevier, vol. 38(1), pages 18-28.

    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. Namwoon Kim & Jin K. Han & Rajendra K. Srivastava, 2002. "A Dynamic IT Adoption Model for the SOHO Market: PC Generational Decisions with Technological Expectations," Management Science, INFORMS, vol. 48(2), pages 222-240, February.
    2. Kim, Namwoon & Srivastava, Rajendra K., 2007. "Modeling cross-price effects on inter-category dynamics: The case of three computing platforms," Omega, Elsevier, vol. 35(3), pages 290-301, June.
    3. Jonathan Lee & Peter Boatwright & Wagner A. Kamakura, 2003. "A Bayesian Model for Prelaunch Sales Forecasting of Recorded Music," Management Science, INFORMS, vol. 49(2), pages 179-196, February.
    4. Astrea Camstra & Anne Boomsma, 1992. "Cross-Validation in Regression and Covariance Structure Analysis," Sociological Methods & Research, , vol. 21(1), pages 89-115, August.
    5. Venkatesh Shankar & Pablo Azar & Matthew Fuller, 2008. "—: A Multicategory Brand Equity Model and Its Application at Allstate," Marketing Science, INFORMS, vol. 27(4), pages 567-584, 07-08.
    6. Baecke, Philippe & De Baets, Shari & Vanderheyden, Karlien, 2017. "Investigating the added value of integrating human judgement into statistical demand forecasting systems," International Journal of Production Economics, Elsevier, vol. 191(C), pages 85-96.
    7. David R. Bell & Jeongwen Chiang & V. Padmanabhan, 1999. "The Decomposition of Promotional Response: An Empirical Generalization," Marketing Science, INFORMS, vol. 18(4), pages 504-526.
    8. Tohru Yoshioka-Kobayashi & Tomofumi Miyanoshita & Daisuke Kanama, 2020. "Revisiting incremental product innovations in the food-manufacturing industry: an empirical study on the effect of intellectual property rights," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-19, December.
    9. Skallerud, Kåre & Korneliussen, Tor & Olsen, Svein Ottar, 2009. "An examination of consumers’ cross-shopping behaviour," Journal of Retailing and Consumer Services, Elsevier, vol. 16(3), pages 181-189.
    10. O'Cass, A., 2000. "An assessment of consumers product, purchase decision, advertising and consumption involvement in fashion clothing," Journal of Economic Psychology, Elsevier, vol. 21(5), pages 545-576, October.
    11. Kim, Sang-Joon & Bae, John & Oh, Hannah, 2019. "Financing strategically: The moderation effect of marketing activities on the bifurcated relationship between debt level and firm valuation of small and medium enterprises," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 663-681.
    12. Tim Rakow & Charles Vincent & Kate Bull & Nigel Harvey, 2005. "Assessing the Likelihood of an Important Clinical Outcome: New Insights from a Comparison of Clinical and Actuarial Judgment," Medical Decision Making, , vol. 25(3), pages 262-282, May.
    13. Bae, John & Kim, Sang-Joon & Oh, Hannah, 2017. "Taming polysemous signals: The role of marketing intensity on the relationship between financial leverage and firm performance," Review of Financial Economics, Elsevier, vol. 33(C), pages 29-40.
    14. Yu Ding & Wayne S. DeSarbo & Dominique M. Hanssens & Kamel Jedidi & John G. Lynch & Donald R. Lehmann, 2020. "The past, present, and future of measurement and methods in marketing analysis," Marketing Letters, Springer, vol. 31(2), pages 175-186, September.
    15. Cristina Moreira & Ana Côrte-Real & Paulo Lencastre, 2010. "The image of Agriculture in Portugal," Working Papers de Gestão (Management Working Papers) 04, Católica Porto Business School, Universidade Católica Portuguesa.
    16. Stefan Buehler & Daniel Halbheer, 2011. "Selling when Brand Image Matters," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 167(1), pages 102-118, March.
    17. Kowalska-Pyzalska, Anna & Maciejowska, Katarzyna & Suszczyński, Karol & Sznajd-Weron, Katarzyna & Weron, Rafał, 2014. "Turning green: Agent-based modeling of the adoption of dynamic electricity tariffs," Energy Policy, Elsevier, vol. 72(C), pages 164-174.
    18. Vlad I. Rosca & Cristina Veronica Partenie, 2018. "A theoretical overview on understanding customer-based brand equity," Journal of Community Positive Practices, Catalactica NGO, issue 4, pages 19-28.
    19. Frank M. Bass, 2004. "Comments on "A New Product Growth for Model Consumer Durables The Bass Model"," Management Science, INFORMS, vol. 50(12_supple), pages 1833-1840, December.
    20. Adeoye, I.A. & Ayodele, O.E. & Adesuyi, I.O & Ayo, M.F, 2021. "Brand Association and Sales Growth: The Flour Milling Industry Experience," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 5(7), pages 727-731, July.

    More about this item

    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:eee:ijrema:v:37:y:2020:i:1:p:27-42. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/international-journal-of-research-in-marketing/ .

    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.