IDEAS home Printed from https://ideas.repec.org/a/spr/joamsc/v52y2024i1d10.1007_s11747-023-00927-5.html
   My bibliography  Save this article

Personalized email marketing in loyalty programs: The role of multidimensional construal levels

Author

Listed:
  • Junzhou Zhang

    (Montclair State University)

  • Yuping Liu-Thompkins

    (Old Dominion University)

Abstract

Loyalty programs offer unique opportunities for firms to personalize their marketing communications to consumers. However, limited attention has been paid to how consumers’ actions within a loyalty program can be leveraged to design effective personalized messages. Addressing this gap, the current research investigates how tier level and goal distance in hierarchical loyalty programs can dictate varying responses to cognitive vs. affective message designs. Through two lab experiments and one field study involving real email campaigns from an international frequent flyer program, we show that the two components work jointly through a Boolean-like mechanism to determine a consumer’s mental construal level. A lower construal level results from simultaneous low tier and distance, which leads to a more favorable response to affective message appeals. In comparison, when either or both of tier level and goal distance are of high magnitude, the resulting higher construal level favors more cognitive message appeals.

Suggested Citation

  • Junzhou Zhang & Yuping Liu-Thompkins, 2024. "Personalized email marketing in loyalty programs: The role of multidimensional construal levels," Journal of the Academy of Marketing Science, Springer, vol. 52(1), pages 196-216, January.
  • Handle: RePEc:spr:joamsc:v:52:y:2024:i:1:d:10.1007_s11747-023-00927-5
    DOI: 10.1007/s11747-023-00927-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11747-023-00927-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11747-023-00927-5?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. Hannah H. Chang & Michel Tuan Pham, 2013. "Affect as a Decision-Making System of the Present," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(1), pages 42-63.
    2. Oliver J. Rutz & George F. Watson, 2019. "Endogeneity and marketing strategy research: an overview," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 479-498, May.
    3. Jisu J. Kim & Lena Steinhoff & Robert W. Palmatier, 2021. "An emerging theory of loyalty program dynamics," Journal of the Academy of Marketing Science, Springer, vol. 49(1), pages 71-95, January.
    4. Tuck Siong Chung & Roland T. Rust & Michel Wedel, 2009. "My Mobile Music: An Adaptive Personalization System for Digital Audio Players," Marketing Science, INFORMS, vol. 28(1), pages 52-68, 01-02.
    5. Lawrence E. Williams & Randy Stein & Laura Galguera, 2014. "The Distinct Affective Consequences of Psychological Distance and Construal Level," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(6), pages 1123-1138.
    6. Xavier Drèze & Joseph C. Nunes, 2009. "Feeling Superior: The Impact of Loyalty Program Structure on Consumers' Perceptions of Status," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(6), pages 890-905, April.
    7. Grewal, Dhruv & Marmorstein, Howard, 1994. "Market Price Variation, Perceived Price Variation, and Consumers' Price Search Decisions for Durable Goods," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(3), pages 453-460, December.
    8. Julia Belyavsky Bayuk & Chris Janiszewski & Robyn A. Leboeuf, 2010. "Letting Good Opportunities Pass Us By: Examining the Role of Mind-Set during Goal Pursuit," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(4), pages 570-583, December.
    9. repec:oup:jconrs:v:47:y:2021:i:5:p:787-806. is not listed on IDEAS
    10. Hanks, Andrew S. & Gunther, Carolyn & Lillard, Dean & Scharff, Robert L., 2019. "From paper to plastic: Understanding the impact of eWIC on WIC recipient behavior," Food Policy, Elsevier, vol. 83(C), pages 83-91.
    11. Els Breugelmans & Tammo Bijmolt & Jie Zhang & Leonardo Basso & Matilda Dorotic & Praveen Kopalle & Alec Minnema & Willem Mijnlieff & Nancy Wünderlich, 2015. "Advancing research on loyalty programs: a future research agenda," Marketing Letters, Springer, vol. 26(2), pages 127-139, June.
    12. DaHee Han & Adam Duhachek & Nidhi Agrawal, 2016. "Coping and Construal Level Matching Drives Health Message Effectiveness viaResponse Efficacy or Self-Efficacy Enhancement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 43(3), pages 429-447.
    13. Angela Y. Lee & Punam Anand Keller & Brian Sternthal, 2010. "Value from Regulatory Construal Fit: The Persuasive Impact of Fit between Consumer Goals and Message Concreteness," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(5), pages 735-747, February.
    14. Ran Kivetz & Oleg Urminsky & Yuhuang Zheng, 2006. "The Goal-Gradient Hypothesis Resurrected: Purchase Acceleration, Illusionary Goal Progress, and Customer Retention," Natural Field Experiments 00658, The Field Experiments Website.
    15. Navdeep S. Sahni & S. Christian Wheeler & Pradeep Chintagunta, 2018. "Personalization in Email Marketing: The Role of Noninformative Advertising Content," Marketing Science, INFORMS, vol. 37(2), pages 236-258, March.
    16. Kyeongheui Kim & Meng Zhang & Xiuping Li, 2008. "Effects of Temporal and Social Distance on Consumer Evaluations," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 35(4), pages 706-713, August.
    17. Chen, Ming-Yi, 2016. "Consumer response to health product communication: The role of perceived product efficacy," Journal of Business Research, Elsevier, vol. 69(9), pages 3251-3260.
    18. Blattberg, Robert C. & Malthouse, Edward C. & Neslin, Scott A., 2009. "Customer Lifetime Value: Empirical Generalizations and Some Conceptual Questions," Journal of Interactive Marketing, Elsevier, vol. 23(2), pages 157-168.
    19. Brianna JeeWon Paulich & V. Kumar, 2021. "Relating entertainment features in screenplays to movie performance: an empirical investigation," Journal of the Academy of Marketing Science, Springer, vol. 49(6), pages 1222-1242, November.
    20. Roland T. Rust & Tuck Siong Chung, 2006. "Marketing Models of Service and Relationships," Marketing Science, INFORMS, vol. 25(6), pages 560-580, 11-12.
    21. Sungho Park & Sachin Gupta, 2012. "Handling Endogenous Regressors by Joint Estimation Using Copulas," Marketing Science, INFORMS, vol. 31(4), pages 567-586, July.
    22. Hyojin Lee & Xiaoyan Deng & H. Rao Unnava & Kentaro Fujita, 2014. "Monochrome Forests and Colorful Trees: The Effect of Black-and-White versus Color Imagery on Construal Level," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(4), pages 1015-1032.
    23. Aguirre, Elizabeth & Mahr, Dominik & Grewal, Dhruv & de Ruyter, Ko & Wetzels, Martin, 2015. "Unraveling the Personalization Paradox: The Effect of Information Collection and Trust-Building Strategies on Online Advertisement Effectiveness," Journal of Retailing, Elsevier, vol. 91(1), pages 34-49.
    24. Diandian Xiang & Leinan Zhang & Qiuyan Tao & Yonggui Wang & Shuang Ma, 2019. "Informational or emotional appeals in crowdfunding message strategy: an empirical investigation of backers’ support decisions," Journal of the Academy of Marketing Science, Springer, vol. 47(6), pages 1046-1063, November.
    25. Hyojin Lee & Xiaoyan Deng & H. Rao Unnava & Kentaro Fujita, 2014. "Monochrome Forests and Colorful Trees: The Effect of Black-and-White versus Color Imagery on Construal Level," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(4), pages 1015-1032.
    26. Jiewen Hong & Angela Y. Lee, 2010. "Feeling Mixed but Not Torn: The Moderating Role of Construal Level in Mixed Emotions Appeals," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(3), pages 456-472, October.
    27. Anneleen Van Kerckhove & Maggie Geuens & Iris Vermeir, 2015. "The Floor Is Nearer than the Sky: How Looking Up or Down Affects Construal Level," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(6), pages 1358-1371.
    28. Brianna JeeWon Paulich & V. Kumar, 2021. "Correction to: Relating entertainment features in screenplays to movie performance: an empirical investigation," Journal of the Academy of Marketing Science, Springer, vol. 49(6), pages 1243-1243, November.
    29. Jan-Michael Becker & Dorian Proksch & Christian M. Ringle, 2022. "Revisiting Gaussian copulas to handle endogenous regressors," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 46-66, January.
    30. Tucker, Catherine E., 2012. "The economics of advertising and privacy," International Journal of Industrial Organization, Elsevier, vol. 30(3), pages 326-329.
    Full references (including those not matched with items on IDEAS)

    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. Chen, Yanyan & Mandler, Timo & Meyer-Waarden, Lars, 2021. "Three decades of research on loyalty programs: A literature review and future research agenda," Journal of Business Research, Elsevier, vol. 124(C), pages 179-197.
    2. Bombaij, Nick, 2021. "Effectiveness of loyalty programs," Other publications TiSEM 095c506d-5b5c-4ea3-9b41-a, Tilburg University, School of Economics and Management.
    3. Bombaij, Nick J.F. & Dekimpe, Marnik G., 2020. "When do loyalty programs work? The moderating role of design, retailer-strategy, and country characteristics," International Journal of Research in Marketing, Elsevier, vol. 37(1), pages 175-195.
    4. Alex Belli & Anne-Maree O’Rourke & François A. Carrillat & Ljubomir Pupovac & Valentyna Melnyk & Ekaterina Napolova, 2022. "40 years of loyalty programs: how effective are they? Generalizations from a meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 147-173, January.
    5. Yuanqiong He & Junfang Zhang & Yuanyuan Zhou & Zhilin Yang, 2019. "“Monkey See, Monkey Do?”: The Effect of Construal Level on Consumers’ Reactions to Others’ Unethical Behavior," Journal of Business Ethics, Springer, vol. 156(2), pages 455-472, May.
    6. Hu, Xin & He, Liuyi & Liu, Junjun, 2022. "Status reinforcing: Unintended rating bias on online shopping platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    7. Bies, Suzanne, 2022. "Examining the effectiveness of activation techniques on consumer behavior in temporary loyalty programs," Other publications TiSEM ade86df3-4846-4318-938f-a, Tilburg University, School of Economics and Management.
    8. Bazargan, Amirhossein & Karray, Salma & Zolfaghari, Saeed, 2017. "Modeling reward expiry for loyalty programs in a competitive market," International Journal of Production Economics, Elsevier, vol. 193(C), pages 352-364.
    9. Herter, Márcia Maurer & Borges, Adilson & Pinto, Diego Costa, 2021. "Which emotions make you healthier? The effects of sadness, embarrassment, and construal level on healthy behaviors," Journal of Business Research, Elsevier, vol. 130(C), pages 147-158.
    10. Kelting, Katie & Berry, Christopher & van Horen, Femke, 2019. "The presence of copycat private labels in a product set increases consumers' choice ease when shopping with an abstract mindset," Journal of Business Research, Elsevier, vol. 99(C), pages 264-274.
    11. Ran Duan & Christian Bombara, 2022. "Visualizing climate change: the role of construal level, emotional valence, and visual literacy," Climatic Change, Springer, vol. 170(1), pages 1-22, January.
    12. Wang, Lili & You, Yanfen & Yang, Chun-Ming, 2020. "Restrained by resources: The effect of scarcity cues and childhood socioeconomic status (SES) on consumer preference for feasibility," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 557-571.
    13. Yanwen Wang & Michael Lewis & Cynthia Cryder & Jim Sprigg, 2016. "Enduring Effects of Goal Achievement and Failure Within Customer Loyalty Programs: A Large-Scale Field Experiment," Marketing Science, INFORMS, vol. 35(4), pages 565-575, July.
    14. Septianto, Felix & An, Jake & Chiew, Tung Moi & Paramita, Widya & Tanudharma, Istiharini, 2019. "The similar versus divergent effects of pride and happiness on the effectiveness of loyalty programs," Journal of Business Research, Elsevier, vol. 99(C), pages 12-22.
    15. Didi Alaoui, Mohamed & Valette-Florence, Pierre & Cova, Véronique, 2022. "How psychological distance shapes hedonic consumption: The moderating role of the need to justify," Journal of Business Research, Elsevier, vol. 146(C), pages 57-69.
    16. Meents, Selmar & Verhagen, Tibert & Merikivi, Jani & Weltevreden, Jesse, 2020. "Persuasive location-based messaging to increase store visits: An exploratory study of fashion shoppers," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    17. Risselada, Hans & Verhoef, Peter C. & Bijmolt, Tammo H.A., 2010. "Staying Power of Churn Prediction Models," Journal of Interactive Marketing, Elsevier, vol. 24(3), pages 198-208.
    18. Kareklas, Ioannis & Muehling, Darrel D. & King, Skyler, 2019. "The effect of color and self-view priming in persuasive communications," Journal of Business Research, Elsevier, vol. 98(C), pages 33-49.
    19. Dorotic, Matilda & Verhoef, Peter C. & Fok, Dennis & Bijmolt, Tammo H.A., 2014. "Reward redemption effects in a loyalty program when customers choose how much and when to redeem," International Journal of Research in Marketing, Elsevier, vol. 31(4), pages 339-355.
    20. Matilda Dorotic & Dennis Fok & Peter C. Verhoef & Tammo H. A. Bijmolt, 2021. "Synergistic and cannibalization effects in a partnership loyalty program," Journal of the Academy of Marketing Science, Springer, vol. 49(5), pages 1021-1042, September.

    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:spr:joamsc:v:52:y:2024:i:1:d:10.1007_s11747-023-00927-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.