Understanding the Influence of Mobile In-App Price Promotions in Food Delivery Apps on Customer Engagement and Advocacy

Authors

  •   Devika Rani Sharma Assistant Professor, School of Business, GITAM (Deemed to Be University), Hyderabad, Telangana
  •   Balgopal Singh Associate Professor, FMS, Banasthali Vidyapith, Rajasthan - 304 022
  •   Kamal Jaiswal Lecturer, Higher Colleges of Technology, Abu Dhabi

DOI:

https://doi.org/10.17010/ijom/2023/v53/i7/170023

Keywords:

customer engagement

, consumer advocacy, in-app price promotion, food delivery apps

Paper Submission Date

, August 2, 2022, Paper sent back for Revision, April 10, 2023, Paper Acceptance Date, April 30, Paper Published Online, July 15, 2023

Abstract

Purpose : With the emergence of e-commerce, food ordering through mobile-app also witnessed significant growth akin to other products. However, the consumers’ switching rates for online food service provider was found to be high. Traditional marketing wisdom suggested various forms of promotion to counter this. The form of promotion mainly suggested was price promotion. The objective of the present study was to understand the role of in-app price promotion between consumer engagement and advocacy relationships in the context of food delivery applications.

Methodology : The descriptive research design was adopted to further the study. A research model depicting the proposed hypotheses was developed based on social exchange and incentive theories. Data were collected through an online questionnaire from 293 users of food delivery applications from the Delhi-NCR region. PLS-SEM was used to test the hypothesized relationships between the constructs.

Findings : The study established that in-app price promotion was positively associated with consumer advocacy and fully mediated the relationship between consumer engagement and advocacy.

Practical Implications : This study strongly recommended that food delivery app managers should frequently offer in-app price discount coupons to their existing customers. Availing of promotional benefits would help spread positive word-of-mouth about food and service quality. Positive advocacy would be beneficial to attract new customers. This study would also be helpful to future researchers in the conceptualizing study in another e-commerce context.

Originality : This study was the first to determine the role of in-app price promotion between consumer engagement and advocacy relationships in the online food-delivery app context.

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Published

2023-07-01

How to Cite

Rani Sharma, D., Singh, B., & Jaiswal, K. (2023). Understanding the Influence of Mobile In-App Price Promotions in Food Delivery Apps on Customer Engagement and Advocacy. Indian Journal of Marketing, 53(7), 8–29. https://doi.org/10.17010/ijom/2023/v53/i7/170023

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References

Ahn, J. (2022). Impact of cognitive aspects of food mobile application on customers’ behaviour. Current Issues in Tourism, 25(4), 516–523. https://doi.org/10.1080/13683500.2021.1890700

Ailawadi, K. L., Neslin, S. A., & Gedenk, K. (2001). Pursuing the value-conscious consumer: Store brands versus national brand promotions. Journal of Marketing, 65(1), 71–89. https://doi.org/10.1509/jmkg.65.1.71.18132

Alguacil, M., Nunez-Pomar, J. M., Valantine, I., Crespo-Hervas, J., Perez-Campos, C., & Staskeviciute-Butiene, I. (2018). The importance of the services brand in predicting loyalty and word of mouth. Engineering Economics, 29(4), 446–454. https://doi.org/10.5755/j01.ee.29.4.17694

Andrews, M., Goehring, J., Hui, S., Pancras, J., & Thornswood, L. (2016). Mobile promotions: A framework and research priorities. Journal of Interactive Marketing, 34(1), 15–24. https://doi.org/10.1016/j.intmar.2016.03.004

Andrews, R. L., & Currim, I. S. (2004). Behavioural differences between consumers attracted to shopping online versus traditional supermarkets: Implications for enterprise design and marketing strategy. International Journal of Internet Marketing and Advertising, 1(1), 38–61. https://doi.org/10.1504/IJIMA.2004.003689

Appel, G., Libai, B., Muller, E., & Shachar, R. (2020). On the monetization of mobile apps. International Journal of Research in Marketing, 37(1), 93–107. https://doi.org/10.1016/j.ijresmar.2019.07.007

Armstrong, M., & Brown, D. (2006). Strategic reward: Making it happen. Kogan Page Publishers.

Bhati, R., & Verma, H. V. (2020). Antecedents of customer brand advocacy: A metaanalysis of the empirical evidence. Journal of Research in Interactive Marketing, 14(2), 153–172. https://doi.org/10.1108/JRIM-12-2018-0165

Blau, P. M. (2017). Exchange and power in social life. Routledge. https://doi.org/10.4324/9780203792643

Bolton, R. N., Kannan, P. K., & Bramlett, M. D. (2000). Implications of loyalty program membership and service experiences for customer retention and value. Journal of the Academy of Marketing Science, 28(1), 95–108. https://doi.org/10.1177/0092070300281009

Boulding, W., Staelin, R., Ehret, M., & Johnston, W. J. (2005). A customer relationship management roadmap: What is known, potential pitfalls, and where to go. Journal of Marketing, 69(4), 155–166. https://doi.org/10.1509/jmkg.2005.69.4.155

Brakus, J. J., Schmitt, B. H., & Zarantonello, L. (2009). Brand experience: What is it? How is it measured? Does it affect loyalty? Journal of Marketing, 73(3), 52–68. https://doi.org/10.1509/jmkg.73.3.052

Brodie, R. J., Hollebeek, L. D., Jurić, B., & Ilić, A. (2011). Customer engagement : Conceptual domain, fundamental propositions, and implications for research. Journal of Service Research, 14(3), 252–271. https://doi.org/10.1177/1094670511411703

Brodie, R. J., Ilic, A., Juric, B., & Hollebeek, L. (2013). Consumer engagement in a virtual brand community: An exploratory analysis. Journal of Business Research, 66(1), 105– 114. https://doi.org/10.1016/j.jbusres.2011.07.029

Chahal, H., & Rani, A. (2017). How trust moderates social media engagement and brand equity. Journal of Research in Interactive Marketing, 11(3), 312–335. https://doi.org/10.1108/JRIM-10-2016-0104

Chakraborty, D., Kayal, G., Mehta, P., Nunkoo, R., & Rana, N. P. (2022). Consumers’ usage of food delivery app: A theory of consumption values. Journal of Hospitality Marketing & Management, 31(5), 601–619. https://doi.org/10.1080/19368623.2022.2024476

Chandon, P., Wansink, B., & Laurent, G. (2000). A benefit congruency framework of sales promotion effectiveness. Journal of Marketing, 64(4), 65–81. https://doi.org/10.1509/jmkg.64.4.65.18071

Chandra, Y. U., & Cassandra, C. (2019). Stimulus factors of order online food delivery. In, 2019 International Conference on Information Management and Technology (ICIMTech) (pp. 330–333). IEEE. https://doi.org/10.1109/ICIMTech.2019.8843715

Chelminski, P., & Coulter, R. A. (2011). An examination of consumer advocacy and complaining behavior in the context of service failure. Journal of Services Marketing, 25(5), 361–370. https://doi.org/10.1108/08876041111149711

Chintagunta, P. K., Chu, J., & Cebollada, J. (2012). Quantifying transaction costs in online/offline grocery channel choice. Marketing Science, 31(1), 96–114. https://doi.org/10.1287/mksc.1110.0678

Cho, M., Bonn, M. A., & Li, J. (2019). Differences in perceptions about food delivery apps between single-person and multi-person households. International Journal of Hospitality Management, 77, 108–116. https://doi.org/10.1016/j.ijhm.2018.06.019

Chu, J., Arce-Urriza, M., Cebollada-Calvo, J.-J., & Chintagunta, P. K. (2010). An empirical analysis of shopping behavior across online and offline channels for grocery products: The moderating effects of household and product characteristics. Journal of Interactive Marketing, 24(4), 251–268. https://doi.org/10.1016/j.intmar.2010.07.004

Chung, C. M., & Darke, P. R. (2006). The consumer as advocate: Self-relevance, culture, and word-of-mouth. Marketing Letters, 17(4), 269–279. https://doi.org/10.1007/s11002-006-8426-7

Danaher, P. J., Smith, M. S., Ranasinghe, K., & Danaher, T. S. (2015). Where, when, and how long: Factors that influence the redemption of mobile phone coupons. Journal of Marketing Research, 52(5), 710–725. https://doi.org/10.1509/jmr.13.0341

Degeratu, A. M., Rangaswamy, A., & Wu, J. (2000). Consumer choice behavior in online and traditional supermarkets: The effects of brand name, price, and other search attributes. International Journal of Research in Marketing, 17(1), 55–78. https://doi.org/10.1016/S0167-8116(00)00005-7

Deshpande, R. (2016). Choice determination under various price offer frames. Indian Journal of Marketing, 46(12), 53–60. https://doi.org/10.17010/ijom/2016/v46/i12/106749

Dijkstra, T. K., & Henseler, J. (2015). Consistent and asymptotically normal PLS estimators for linear structural equations. Computational Statistics & Data Analysis, 81, 10–23. https://doi.org/10.1016/j.csda.2014.07.008

Dirsehan, T., & Cankat, E. (2021). Role of mobile food-ordering applications in developing restaurants’ brand satisfaction and loyalty in the pandemic period. Journal of Retailing and Consumer Services, 62, Article 102608. https://doi.org/10.1016/j.jretconser.2021.102608

Ferdianto, F., Juwitasary, H., Satria Dharma, D. F., & Vivien. (2021). Development of mobile application for pre order food and beverage. In, 2021 International Conference on Information Management and Technology (ICIMTech) (pp. 177–182). IEEE. https://doi.org/10.1109/ICIMTech53080.2021.9535046

Finn, A. (2005). Reassessing the foundations of customer delight. Journal of Service Research, 8(2), 103–116. https://doi.org/10.1177/1094670505279340

Fong, N. M., Fang, Z., & Luo, X. (2015). Geo-conquesting: Competitive locational targeting of mobile promotions. Journal of Marketing Research, 52(5), 726–735. https://doi.org/10.1509/jmr.14.0229

Fornell, C., & Larcker, D. F. (1981). Structural equation models with unobservable variables and measurement error: Algebra and statistics. Journal of Marketing Research, 18(3), 382–388. https://doi.org/10.1177/002224378101800313

Gambetti, R. C., Graffigna, G., & Biraghi, S. (2012). The grounded theory approach to consumer-brand engagement: The practitioner’s standpoint. International Journal of Market Research, 54(5), 659–687. https://doi.org/10.2501/IJMR-54-5-659-687

Gill, M., Sridhar, S., & Grewal, R. (2017). Return on engagement initiatives: A study of a business-to-business mobile app. Journal of Marketing, 81(4), 45–66. https://doi.org/10.1509/jm.16.0149

Girija, S., & Sharma, D. R. (2018). A conceptual model of customer engagement through mobile applications in India. International Journal of Indian Culture and Business Management, 17(3), 307–320. https://doi.org/10.1504/IJICBM.2018.094584

Gopinath, S., Thomas, J. S., & Krishnamurthi, L. (2014). Investigating the relationship between the content of online word of mouth, advertising, and brand performance. Marketing Science, 33(2), 241–258. https://doi.org/10.1287/mksc.2013.0820

Grewal, D., Ailawadi, K. L., Gauri, D., Hall, K., Kopalle, P., & Robertson, J. R. (2011). Innovations in retail pricing and promotions. Journal of Retailing, 87(Supplement 1), S43–S52. https://doi.org/10.1016/j.jretai.2011.04.008

Gwinner, K. P., Gremler, D. D., & Bitner, M. J. (1998). Relational benefits in services industries: The customer’s perspective. Journal of the Academy of Marketing Science, 26(2), 101–114. https://doi.org/10.1177/0092070398262002

Hair, J. F., Sarstedt, M., & Ringle, C. M. (2019). Rethinking some of the rethinking of partial least squares. European Journal of Marketing, 53(4), 566–584. https://doi.org/10.1108/EJM-10-2018-0665

Hair, J. T., Anderson R. E., Tatham, R. L., & Black, W. C. (1997). Multivariate data analysis with readings (3rd ed.). Macmillan.

Hennig-Thurau, T., Gwinner, K. P., Walsh, G., & Gremler, D. D. (2004). Electronic wordof- mouth via consumer-opinion platforms: What motivates consumers to articulate themselves on the Internet? Journal of Interactive Marketing, 18(1), 38–52. https://doi.org/10.1002/dir.10073

Hollebeek, L. (2011). Exploring customer brand engagement: Definition and themes. Journal of Strategic Marketing, 19(7), 555–573. https://doi.org/10.1080/0965254X.2011.599493

Hollebeek, L. D., Conduit, J., & Brodie, R. J. (2016). Strategic drivers, anticipated and unanticipated outcomes of customer engagement. Journal of Marketing Management, 32 (5–6), 393–398. https://doi.org/10.1080/0267257X.2016.1144360

Hollebeek, L. D., Glynn, M. S., & Brodie, R. J. (2014). Consumer brand engagement in social media: Conceptualization, scale development and validation. Journal of Interactive Marketing, 28(2), 149–165. https://doi.org/10.1016/j.intmar.2013.12.002

Hoyer, W. D., Chandy, R., Dorotic, M., Krafft, M., & Singh, S. S. (2010). Consumer cocreation in new product development. Journal of Service Research, 13(3), 283–296. https://doi.org/10.1177/1094670510375604

IMARC. (2021). India online food delivery market: Industry trends, share, size, growth, opportunity and forecast 2023–2028. https://www.Imarcgroup.Com/India-Online-Food- Delivery-Market

Inman, J. J., & Nikolova, H. (2017). Shopper-facing retail technology: A retailer adoption decision framework incorporating shopper attitudes and privacy concerns. Journal of Retailing, 93(1), 7–28. https://doi.org/10.1016/j.jretai.2016.12.006

Islam, J. U., Hollebeek, L. D., Rahman, Z., Khan, I., & Rasool, A. (2019). Customer engagement in the service context: An empirical investigation of the construct, its antecedents and consequences. Journal of Retailing and Consumer Services, 50, 277– 285. https://doi.org/10.1016/j.jretconser.2019.05.018

Islam, J. U., & Rahman, Z. (2016). The transpiring journey of customer engagement research in marketing: A systematic review of the past decade. Management Decision, 54(8), 2008–2034. https://doi.org/10.1108/MD-01-2016-0028

Islam, J. U., Rahman, Z., & Hollebeek, L. D. (2018). Consumer engagement in online brand communities: A solicitation of congruity theory. Internet Research, 28(1), 23–45. https://doi.org/10.1108/IntR-09-2016-0279

Jaakkola, E., & Alexander, M. (2014). The role of customer engagement behavior in value co-creation: A service system perspective. Journal of Service Research, 17(3), 247–261. https://doi.org/10.1177/1094670514529187

Japutra, A., Ekinci, Y., & Simkin, L. (2018). Positive and negative behaviours resulting from brand attachment: The moderating effects of attachment styles. European Journal of Marketing, 52(5/6), 1185–1202. https://doi.org/10.1108/EJM-10-2016-0566

Jin, L., & Huang, Y. (2014). When giving money does not work: The differential effects of monetary versus in-kind rewards in referral reward programs. International Journal of Research in Marketing, 31(1), 107–116. https://doi.org/10.1016/j.ijresmar.2013.08.005

Kandampully, J., Zhang, T. (C)., & Bilgihan, A. (2015). Customer loyalty: A review and future directions with a special focus on the hospitality industry. International Journal of Contemporary Hospitality Management, 27(3), 379–414. https://doi.org/10.1108/IJCHM-03-2014-0151

Kang, H. (2021). Sample size determination and power analysis using the G*Power software. Journal of Educational Evaluation for Health Professions, 18, 17. https://doi.org/10.3352/jeehp.2021.18.17

Kang, J., Tang, L., & Fiore, A. M. (2014). Enhancing consumer–brand relationships on restaurant Facebook fan pages: Maximizing consumer benefits and increasing active participation. International Journal of Hospitality Management, 36, 145–155. https://doi.org/10.1016/j.ijhm.2013.08.015

Kannan, P. K., & Li, H. (2017). Digital marketing: A framework, review and research agenda. International Journal of Research in Marketing, 34(1), 22–45. https://doi.org/10.1016/j.ijresmar.2016.11.006

Kapoor, A. P., & Vij, M. (2018). Technology at the dinner table: Ordering food online through mobile apps. Journal of Retailing and Consumer Services, 43, 342–351. https://doi.org/10.1016/j.jretconser.2018.04.001

Kaur, P., Dhir, A., Talwar, S., & Ghuman, K. (2021). The value proposition of food delivery apps from the perspective of theory of consumption value. International Journal of Contemporary Hospitality Management, 33(4), 1129–1159. https://doi.org/10.1108/IJCHM-05-2020-0477

Kaur, P., Talwar, S., Islam, N., Salo, J., & Dhir, A. (2022). The effect of the valence of forgiveness to service recovery strategies and service outcomes in food delivery apps. Journal of Business Research, 147, 142–157. https://doi.org/10.1016/j.jbusres.2022.04.020

Keelery, S. (2022, May 24). Most popular food delivery companies across India as of August 2021. Statista. https://www.statista.com/statistics/1149293/india-popular-fooddelivery- apps/

Kietzmann, J. H., Hermkens, K., McCarthy, I. P., & Silvestre, B. S. (2011). Social media? Get serious! Understanding the functional building blocks of social media. Business Horizons, 54(3), 241–251. https://doi.org/10.1016/j.bushor.2011.01.005

Kozinets, R. V. (1999). E-tribalized marketing? : The strategic implications of virtual communities of consumption. European Management Journal, 17(3), 252–264. https://doi.org/10.1016/S0263-2373(99)00004-3

Kumar, V., Aksoy, L., Donkers, B., Venkatesan, R., Wiesel, T., & Tillmanns, S. (2010). Undervalued or overvalued customers: Capturing total customer engagement value. Journal of Service Research, 13(3), 297–310. https://doi.org/10.1177/1094670510375602

Kumar, V., & Pansari, A. (2016). Competitive advantage through engagement. Journal of Marketing Research, 53(4), 497–514. https://doi.org/10.1509/jmr.15.0044

Kumar, V., & Pereira, A. (1995). Explaining the variation in short-term sales response to retail price promotions. Journal of the Academy of Marketing Science, 23(3), 155–169. https://doi.org/10.1177/0092070395233001

Lambrecht, A., & Misra, K. (2017). Fee or free: When should firms charge for online content? Management Science, 63(4), 1150–1165. https://doi.org/10.1287/mnsc.2015.2383

Lawer, C., & Knox, S. (2006). Customer advocacy and brand development. Journal of Product & Brand Management, 15(2), 121–129. https://doi.org/10.1108/10610420610658956

Lee, L., & Tsai, C. I. (2014). How price promotions influence post-purchase consumption experience over time. Journal of Consumer Research, 40(5), 943–959. https://doi.org/10.1086/673441

Lee, Y.-J., Haley, E., & Yang, K. (2013). The mediating role of attitude towards values advocacy ads in evaluating issue support behaviour and purchase intention. International Journal of Advertising, 32(2), 233–253. https://doi.org/10.2501/IJA-32-2- 233-253

Liu, H., Lobschat, L., & Verhoef, P. C. (2018). Multichannel retailing: A review and research agenda. Foundations and Trends® in Marketing, 12(1), 1–79. https://doi.org/10.1561/1700000059

Luk, S. T., & Yip, L. S. (2008). The moderator effect of monetary sales promotion on the relationship between brand trust and purchase behaviour. Journal of Brand Management, 15(6), 452–464. https://doi.org/10.1057/bm.2008.12

Luo, X., Andrews, M., Fang, Z., & Phang, C. W. (2014). Mobile targeting. Management Science, 60(7), 1738–1756. https://doi.org/10.1287/mnsc.2013.1836

Mangold, W. G., & Faulds, D. J. (2009). Social media: The new hybrid element of the promotion mix. Business Horizons, 52(4), 357–365. https://doi.org/10.1016/j.bushor.2009.03.002

Nandi, S., & Singh, S. (2021). Young adults’ engagement with Facebook advertisements : An exploratory study using theory of planned behaviour. Indian Journal of Marketing, 51(2), 9–28. https://doi.org/10.17010/ijom/2021/v51/i2/157548

Nitzl, C., & Hirsch, B. (2016). The drivers of a superior’s trust formation in his subordinate: The manager–management accountant example. Journal of Accounting & Organizational Change, 12(4), 472–503. https://doi.org/10.1108/JAOC-07-2015-0058

Oliveira, M., & Fernandes, T. (2022). Luxury brands and social media: Drivers and outcomes of consumer engagement on Instagram. Journal of Strategic Marketing, 30(4), 389–407. https://doi.org/10.1080/0965254X.2020.1777459

Oliver, R. L. (1999). Whence consumer loyalty? Journal of Marketing, 63(4_suppl1), 33– 44. https://doi.org/10.1177/00222429990634s105

Parasuraman, A., Berry, L. L., & Zeithaml, V. A. (1991). Perceived service quality as a customer-based performance measure: An empirical examination of organizational barriers using an extended service quality model. Human Resource Management, 30(3), 335–364. https://doi.org/10.1002/hrm.3930300304

Park, C. H., Park, Y.-H., & Schweidel, D. A. (2018). The effects of mobile promotions on customer purchase dynamics. International Journal of Research in Marketing, 35(3), 453–470. https://doi.org/10.1016/j.ijresmar.2018.05.001

Pauwels, K., & Neslin, S. A. (2015). Building with bricks and mortar: The revenue impact of opening physical stores in a multichannel environment. Journal of Retailing, 91(2), 182–197. https://doi.org/10.1016/j.jretai.2015.02.001

Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903. https://doi.org/10.1037/0021- 9010.88.5.879

Quynh, N. H. (2019). The moderating influence of brand image on the relationship between customer engagement and customer loyalty. Indian Journal of Marketing, 49(9), 42–56. https://doi.org/10.17010/ijom/2019/v49/i9/146939

Rejikumar, G. (2013). Customer price sensitivity as a basis for moderation in satisfaction among mobile customers. Indian Journal of Marketing, 43(10), 33–46. https://doi.org/10.17010/ijom/2013/v43/i10/38359

Richter, N. F., Cepeda, G., Roldán, J. L., & Ringle, C. M. (2016). European management research using partial least squares structural equation modeling (PLS-SEM). European Management Journal, 34(6), 589–597. https://doi.org/10.1016/j.emj.2016.08.001

Rosenbaum, M. S., Seger-Guttmann, T., & Giraldo, M. (2017). Commentary: Vulnerable consumers in service settings. Journal of Services Marketing, 31(4/5), 309–312. https://doi.org/10.1108/JSM-05-2017-0156

Ryu, G., & Feick, L. (2007). A penny for your thoughts: Referral reward programs and referral likelihood. Journal of Marketing, 71(1), 84–94. https://doi.org/10.1509/jmkg.71.1.084

Sarstedt, M., Ringle, C. M., & Hair, J. F. (2017). Partial least squares structural equation modeling. In, C. Homburg, M. Klarmann, & A. Vomberg (eds.), Handbook of market research (pp. 1–40). Springer. https://doi.org/10.1007/978-3-319-05542-8_15-1

Sashi, C. M. (2012). Customer engagement, buyer-seller relationships, and social media. Management Decision, 50(2), 253–272. https://doi.org/10.1108/00251741211203551

Schmitt, P., Skiera, B., & van den Bulte, C. (2011). Referral programs and customer value. Journal of Marketing, 75(1), 46–59. https://doi.org/10.1509/jm.75.1.46

Shabbir, H., Palihawadana, D., & Thwaites, D. (2007). Determining the antecedents and consequences of donor-perceived relationship quality — A dimensional qualitative research approach. Psychology & Marketing, 24(3), 271–293. https://doi.org/10.1002/mar.20161

Sharma, D. R., & Singh, B. (2021). Understanding the relationship between customer satisfaction, customer engagement and repeat purchase behaviour. Vision: The Journal of Business Perspective. https://doi.org/10.1177/0972262921992593

Shimul, A. S., & Phau, I. (2022). Luxury brand attachment: Predictors, moderators and consequences. International Journal of Consumer Studies, 46(6), 2466–2487. https://doi.org/10.1111/ijcs.12799

Singh, B. (2022). Understanding the role of image, quality and price for developing prestigious mass brands. Asia Pacific Journal of Marketing and Logistics, 35(3), 533–559. https://doi.org/10.1108/APJML-08-2021-0628

Skinner, B. F. (1953). Some contributions of an experimental analysis of behavior to psychology as a whole. American Psychologist, 8(2), 69–78. https://doi.org/10.1037/h0054118

Srivastava, M. (2019). Role of customer engagement in customer loyalty for retail service brands: Customer orientation of salesperson as a mediator. Indian Journal of Marketing, 49(11), 7–19. https://doi.org/10.17010/ijom/2019/v49/i11/148273

Taber, K. S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in Science Education, 48(6), 1273–1296. https://doi.org/10.1007/s11165-016-9602-2

Tanwar, A. S., Chaudhry, H., & Srivastava, M. K. (2021). Influencer marketing as a tool of digital consumer engagement: A systematic literature review. Indian Journal of Marketing, 51(10), 27–42. https://doi.org/10.17010/ijom/2021/v51/i10/166439

Taylor, G. A., & Neslin, S. A. (2005). The current and future sales impact of a retail frequency reward program. Journal of Retailing, 81(4), 293–305. https://doi.org/10.1016/j.jretai.2004.11.004

Thakur, R. (2018). Customer engagement and online reviews. Journal of Retailing and Consumer Services, 41, 48–59. https://doi.org/10.1016/j.jretconser.2017.11.002

Thamizhvanan, A., & Xavier, M. J. (2013). Determinants of customers’ online purchase intention: An empirical study in India. Journal of Indian Business Research, 5(1), 17–32. https://doi.org/10.1108/17554191311303367

Tuk, M. A., Verlegh, P. W., Smidts, A., & Wigboldus, D. H. (2009). Sales and sincerity: The role of relational framing in word-of-mouth marketing. Journal of Consumer Psychology, 19(1), 38–47. https://doi.org/10.1016/j.jcps.2008.12.007

Van Doorn, J., Lemon, K. N., Mittal, V., Nass, S., Pick, D., Pirner, P., & Verhoef, P. C. (2010). Customer engagement behavior: Theoretical foundations and research directions. Journal of Service Research, 13(3), 253–266. https://doi.org/10.1177/1094670510375599

Van Heerde, H. J., Dinner, I. M., & Neslin, S. A. (2019). Engaging the unengaged customer: The value of a retailer mobile app. International Journal of Research in Marketing, 36(3), 420–438. https://doi.org/10.1016/j.ijresmar.2019.03.003

Venkatesh, V., & Brown, S. A. (2001). A longitudinal investigation of personal computers in homes: Adoption determinants and emerging challenges. MIS Quarterly, 25(1), 71–102. https://doi.org/10.2307/3250959

Verhoef, P. C. (2003). Understanding the effect of customer relationship management efforts on customer retention and customer share development. Journal of Marketing, 67(4), 30–45. https://doi.org/10.1509/jmkg.67.4.30.18685

Verma, V. K., Chandra, B., & Kumar, S. (2019). Values and ascribed responsibility to predict consumers’ attitude and concern towards green hotel visit intention. Journal of Business Research, 96, 206–216. https://doi.org/10.1016/j.jbusres.2018.11.021

Vivek, S. D., Beatty, S. E., & Morgan, R. M. (2012). Customer engagement: Exploring customer relationships beyond purchase. Journal of Marketing Theory and Practice, 20(2), 122–146. https://doi.org/10.2753/MTP1069-6679200201

Wallace, E., Buil, I., & de Chernatony, L. (2012). Facebook ‘friendship’ and brand advocacy. Journal of Brand Management, 20(2), 128–146. https://doi.org/10.1057/bm.2012.45

Wang, R. J.-H., Krishnamurthi, L., & Malthouse, E. C. (2018). When reward convenience meets a mobile app: Increasing customer participation in a coalition loyalty program. Journal of the Association for Consumer Research, 3(3), 314–329. https://doi.org/10.1086/698331

Wirtz, J., & Chew, P. (2002). The effects of incentives, deal proneness, satisfaction and tie strength on word-of-mouth behaviour. International Journal of Service Industry Management, 13(2), 141–162. https://doi.org/10.1108/09564230210425340

Wirtz, J., Orsingher, C., Chew, P., & Tambyah, S. K. (2013). The role of metaperception on the effectiveness of referral reward programs. Journal of Service Research, 16(1), 82–98. https://doi.org/10.1177/1094670512462138

Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996). The behavioral consequences of service quality. Journal of Marketing, 60(2), 31–46. https://doi.org/10.1177/002224299606000203

Zoellner, F., & Schaefers, T. (2015). Do price promotions help or hurt premium-product brands? Journal of Advertising Research, 55(3), 270–283. https://doi.org/10.2501/JAR-2015-008