IDEAS home Printed from https://ideas.repec.org/a/eee/jouret/v85y2009i2p145-158.html
   My bibliography  Save this article

Using Lexical Semantic Analysis to Derive Online Brand Positions: An Application to Retail Marketing Research

Author

Listed:
  • Aggarwal, Praveen
  • Vaidyanathan, Rajiv
  • Venkatesh, Alladi

Abstract

This paper provides an innovative approach to brand tracking in the context of online retail shopping by deriving meaning from the vast amount of information stored in online search engine databases. The method draws upon research in lexical text analysis and computational linguistics to gain insights into the structural schema of online brand positions. The paper proposes a simple-to-use method that managers can utilize to assess their brand's positioning relative to that of their competitors’ in the online environment.

Suggested Citation

  • Aggarwal, Praveen & Vaidyanathan, Rajiv & Venkatesh, Alladi, 2009. "Using Lexical Semantic Analysis to Derive Online Brand Positions: An Application to Retail Marketing Research," Journal of Retailing, Elsevier, vol. 85(2), pages 145-158.
    • Handle: RePEc:eee:jouret:v:85:y:2009:i:2:p:145-158
    DOI: 10.1016/j.jretai.2009.03.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0022435909000165
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jretai.2009.03.001?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. Punj, Girish & Moon, Junyean, 2002. "Positioning options for achieving brand association: a psychological categorization framework," Journal of Business Research, Elsevier, vol. 55(4), pages 275-283, April.
    2. Fournier, Susan, 1998. "Consumers and Their Brands: Developing Relationship Theory in Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 24(4), pages 343-373, March.
    3. David Godes & Dina Mayzlin, 2004. "Using Online Conversations to Study Word-of-Mouth Communication," Marketing Science, INFORMS, vol. 23(4), pages 545-560, June.
    4. Krueckeberg, Harry F. & Hamilton, John R., 1981. "Consumer Perceptions Of National, Generic, And Private Brand Grocery Products," Journal of Food Distribution Research, Food Distribution Research Society, vol. 12(1), pages 1-9, February.
    5. Warden, Clyde A. & Huang, Stephen Chi-Tsun & Liu, Tsung-Chi & Wu, Wann-Yih, 2008. "Global media, local metaphor: Television shopping and marketing-as-relationship in America, Japan, and Taiwan," Journal of Retailing, Elsevier, vol. 84(1), pages 119-129.
    6. Kassarjian, Harold H, 1977. "Content Analysis in Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 4(1), pages 8-18, June.
    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. Wang, Xin (Shane) & Ryoo, Jun Hyun (Joseph) & Bendle, Neil & Kopalle, Praveen K., 2021. "The role of machine learning analytics and metrics in retailing research," Journal of Retailing, Elsevier, vol. 97(4), pages 658-675.
    2. Moon, Sangkil & Kamakura, Wagner A., 2017. "A picture is worth a thousand words: Translating product reviews into a product positioning map," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 265-285.
    3. A. Fronzetti Colladon & F. Grippa & R. Innarella, 2021. "Studying the association of online brand importance with museum visitors: An application of the semantic brand score," Papers 2105.07749, arXiv.org.
    4. Guyt, Jonne Y. & Datta, Hannes & Boegershausen, Johannes, 2024. "Unlocking the Potential of Web Data for Retailing Research," Journal of Retailing, Elsevier, vol. 100(1), pages 130-147.
    5. Jaeger, Lena-Christin & Höhler, Julia, 2021. "Using word of mouth data from social media to identify asymmetric competition in food retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    6. Moon, Sangkil & Song, Reo, 2015. "The Roles of Cultural Elements in International Retailing of Cultural Products: An Application to the Motion Picture Industry," Journal of Retailing, Elsevier, vol. 91(1), pages 154-170.
    7. Ravula, Prashanth & Bhatnagar, Amit & Gauri, Dinesh K, 2023. "Role of gender in the creation and persuasiveness of online reviews," Journal of Business Research, Elsevier, vol. 154(C).
    8. Grewal, Dhruv & Herhausen, Dennis & Ludwig, Stephan & Villarroel Ordenes, Francisco, 2022. "The Future of Digital Communication Research: Considering Dynamics and Multimodality," Journal of Retailing, Elsevier, vol. 98(2), pages 224-240.
    9. Bitty Balducci & Detelina Marinova, 2018. "Unstructured data in marketing," Journal of the Academy of Marketing Science, Springer, vol. 46(4), pages 557-590, July.
    10. Fronzetti Colladon, Andrea, 2018. "The Semantic Brand Score," Journal of Business Research, Elsevier, vol. 88(C), pages 150-160.
    11. Balagué, Christine & de Valck, Kristine, 2013. "Using Blogs to Solicit Consumer Feedback: The Role of Directive Questioning Versus No Questioning," Journal of Interactive Marketing, Elsevier, vol. 27(1), pages 62-73.
    12. Dawn Iacobucci & Maria Petrescu & Anjala Krishen & Michael Bendixen, 2019. "The state of marketing analytics in research and practice," Journal of Marketing Analytics, Palgrave Macmillan, vol. 7(3), pages 152-181, September.
    13. Benedicktus, Ray L. & Brady, Michael K. & Darke, Peter R. & Voorhees, Clay M., 2010. "Conveying Trustworthiness to Online Consumers: Reactions to Consensus, Physical Store Presence, Brand Familiarity, and Generalized Suspicion," Journal of Retailing, Elsevier, vol. 86(4), pages 322-335.
    14. Mitra, Satanik & Jenamani, Mamata, 2020. "OBIM: A computational model to estimate brand image from online consumer review," Journal of Business Research, Elsevier, vol. 114(C), pages 213-226.
    15. Brown, James R. & Dant, Rajiv P., 2009. "The Theoretical Domains of Retailing Research: A Retrospective," Journal of Retailing, Elsevier, vol. 85(2), pages 113-128.

    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. Agnieszka Zablocki & Bodo Schlegelmilch & Michael J. Houston, 2019. "How valence, volume and variance of online reviews influence brand attitudes," AMS Review, Springer;Academy of Marketing Science, vol. 9(1), pages 61-77, June.
    2. S. Stremersch & I. Verniers & C. Verhoef, 2006. "The Quest for Citations: Drivers of Article Impact," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 06/422, Ghent University, Faculty of Economics and Business Administration.
    3. Steven M. Shugan, 2006. "Editorial—Are Consumers Rational? Experimental Evidence?," Marketing Science, INFORMS, vol. 25(1), pages 1-7, 01-02.
    4. Barwitz, Niklas & Maas, Peter, 2018. "Understanding the Omnichannel Customer Journey: Determinants of Interaction Choice," Journal of Interactive Marketing, Elsevier, vol. 43(C), pages 116-133.
    5. Reckmann, Tobias, 2017. "Intellectual Structure and Emancipation of Word of Mouth Research: A Bibliometric Analysis of a Multidisciplinary Research Field," EconStor Preprints 179913, ZBW - Leibniz Information Centre for Economics.
    6. Breazeale, Michael & Ponder, Nicole, 2013. "Get the picture? Visual servicescapes and self-image congruity," Journal of Business Research, Elsevier, vol. 66(7), pages 839-846.
    7. Hayes, Jameson L. & King, Karen Whitehill & Ramirez, Artemio, 2016. "Brands, Friends, & Viral Advertising: A Social Exchange Perspective on the Ad Referral Processes," Journal of Interactive Marketing, Elsevier, vol. 36(C), pages 31-45.
    8. Nguyen, Cathy & Romaniuk, Jenni, 2014. "Pass it on: A framework for classifying the content of word of mouth," Australasian marketing journal, Elsevier, vol. 22(2), pages 117-124.
    9. Hajli, Nick & Shanmugam, Mohana & Papagiannidis, Savvas & Zahay, Debra & Richard, Marie-Odile, 2017. "Branding co-creation with members of online brand communities," Journal of Business Research, Elsevier, vol. 70(C), pages 136-144.
    10. Andrew E. Wilson & Michael D. Giebelhausen & Michael K. Brady, 2017. "Negative word of mouth can be a positive for consumers connected to the brand," Journal of the Academy of Marketing Science, Springer, vol. 45(4), pages 534-547, July.
    11. Daly, Bonita A. & Schuler, Drue K., 1998. "Redefining a certified public accounting firm," Accounting, Organizations and Society, Elsevier, vol. 23(5-6), pages 549-567.
    12. Bastian Popp & Herbert Woratschek, 2017. "Consumer–brand identification revisited: An integrative framework of brand identification, customer satisfaction, and price image and their role for brand loyalty and word of mouth," Journal of Brand Management, Palgrave Macmillan, vol. 24(3), pages 250-270, May.
    13. Chao-Ming Yang, 2020. "Influences of Product Involvement and Symbolic Consumption Cues in Advertisements on Consumer Attitudes," International Journal of Marketing Studies, Canadian Center of Science and Education, vol. 11(2), pages 1-15, March.
    14. Sirieix, Lucie & Lála, Jan & Kocmanová, Klára, 2017. "Understanding the antecedents of consumers' attitudes towards doggy bags in restaurants: Concern about food waste, culture, norms and emotions," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 153-158.
    15. Siwarit Pongsakornrungsilp & Pimlapas Pongsakornrungsilp & Theeranuch Pusaksrikit & Pimmada Wichasin & Vikas Kumar, 2021. "Co-Creating a Sustainable Regional Brand from Multiple Sub-Brands: The Andaman Tourism Cluster of Thailand," Sustainability, MDPI, vol. 13(16), pages 1-23, August.
    16. Diwanji, Vaibhav S. & Cortese, Juliann, 2020. "Contrasting user generated videos versus brand generated videos in ecommerce," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    17. Catalin Mihail BARBU & Radu Florin OGARCA & Mihai Razvan Constantin BARBU, 2010. "Branding In Small Business," Management and Marketing Journal, University of Craiova, Faculty of Economics and Business Administration, vol. 0(S1), pages 31-38, June.
    18. Chiara Mauri & Angelo Di Gregorio & Alice Mazzucchelli & Isabella Maggioni, 2017. "The employability of marketing graduates in the era of digitalisation and globalisation," MERCATI & COMPETITIVIT?, FrancoAngeli Editore, vol. 2017(4), pages 103-124.
    19. Shijie Lu & Xin (Shane) Wang & Neil Bendle, 2020. "Does Piracy Create Online Word of Mouth? An Empirical Analysis in the Movie Industry," Management Science, INFORMS, vol. 66(5), pages 2140-2162, May.
    20. Leenheer, J. & Bijmolt, T.H.A. & van Heerde, H.J. & Smidts, A., 2002. "Do Loyalty Programs Enhance Behavioral Loyalty : An Empirical Analysis Accounting for Program Design and Competitive Effects," Discussion Paper 2002-65, Tilburg University, Center for Economic Research.

    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:jouret:v:85:y:2009:i:2:p:145-158. 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/journal-of-retailing .

    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.