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Journal of the Academy of Marketing Science
Erschienen in: Journal of the Academy of Marketing Science 2/2022

08.11.2021 | Review Paper

Marketing research on Mobile apps: past, present and future

verfasst von: Lara Stocchi, Naser Pourazad, Nina Michaelidou, Arry Tanusondjaja, Paul Harrigan

Erschienen in: Journal of the Academy of Marketing Science | Ausgabe 2/2022

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Abstract

We present an integrative review of existing marketing research on mobile apps, clarifying and expanding what is known around how apps shape customer experiences and value across iterative customer journeys, leading to the attainment of competitive advantage, via apps (in instances of apps attached to an existing brand) and for apps (when the app is the brand). To synthetize relevant knowledge, we integrate different conceptual bases into a unified framework, which simplifies the results of an in-depth bibliographic analysis of 471 studies. The synthesis advances marketing research by combining customer experience, customer journey, value creation and co-creation, digital customer orientation, market orientation, and competitive advantage. This integration of knowledge also furthers scientific marketing research on apps, facilitating future developments on the topic and promoting expertise exchange between academia and industry.
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Fußnoten
1
In comparison to Lemon and Verhoef’s (2016) original framework, the use of the word ‘adoption’ is based on the logic that most apps are initially available to consumers at no cost. As such, there is often no ‘purchase’ per se; rather, the focal event that starts the customer journey is the series of customer experiences that lead to adopting the technology. The focus on adoption also combines the strategic firm/brand perspective and the consumer perspective (see Becker and Jaakkola 2020).
 
Literatur
Aaker, J. L. (1999). The malleable self: The role of self-expression in persuasion. Journal of Marketing Research, 36(1), 45–57.
Ahmed, R., Beard, F., & Yoon, D. (2016). Examining and extending advertising's dual mediation hypothesis to a branded mobile phone app. Journal of Interactive Advertising, 16, 133–144.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211.
Alalwan, A. A. (2020). Mobile food ordering apps: An empirical study of the factors affecting customer e-satisfaction and continued intention to reuse. International Journal of Information Management, 50, 28–44.
Alavi, S., & Ahuja, V. (2016). An empirical segmentation of users of mobile banking apps. Journal of Internet Commerce, 15, 390–407.
Alnawas, I., & Aburub, F. (2016). The effect of benefits generated from interacting with branded mobile apps on consumer satisfaction and purchase intentions. Journal of Retailing and Consumer Services, 31, 313–322.
Anblicks (2017). 9 Advantages of mobile apps over responsive eCommerce websites. Retrieved March 27, 2021 from https://​anblicks-inc.​medium.​com/​9-advantages-of-mobile-apps-over-responsive-ecommerce-websites-6aed1e6db0d.​
App Radar (2019). 6 App metrics you absolutely need to measure. Retrieved March 27, 2021 from https://​appradar.​com/​blog/​6-app-metrics-you-absolutely-need-to-measure
Appel, G., Libai, B., Muller, E., & Shachar, R. (2020). On the monetization of mobile apps. International Journal of Research in Marketing, 37, 93–107.
Arora, S., Hofstede, F. T., & Mahajan, V. (2017). The implications of offering free versions for the performance of paid mobile apps. Journal of Marketing, 81, 62–78.
Arya, V., Sethi, D., & Paul, J. (2019). Does digital footprint act as a digital asset?–enhancing brand experience through remarketing. International Journal of Information Management, 49, 142–156.
Atkinson, L. (2013). Smart shoppers? Using QR codes and ‘green’ smartphone apps to mobilize sustainable consumption in the retail environment. International Journal of Consumer Studies, 37, 387–393.
Azjen, I. (1980). Understanding attitudes and predicting social behavior. Englewood Cliffs.
Baek, T. H., & Yoo, C. Y. (2018). Branded app usability: Conceptualization, measurement, and prediction of consumer loyalty. Journal of Advertising, 47, 70–82.
Baena, V. (2016). Online and mobile marketing strategies as drivers of brand love in sports teams: Findings from real Madrid. International Journal of Sports Marketing and Sponsorship, 17, 202–218.
Becker, L., & Jaakkola, E. (2020). Customer experience: Fundamental premises and implications for research. Journal of the Academy of Marketing Science, 48, 630–648.
Belk, R. W. (1988). Possessions and the extended self. Journal of Consumer Research, 15, 139–168.
Bellman, S., Potter, R. F., Treleaven-Hassard, S., Robinson, J. A., & Varan, D. (2011). The effectiveness of branded mobile phone apps. Journal of Interactive Marketing, 25, 191–200.
Bhave, K., Jain, V., & Roy, S. (2013). Understanding the orientation of gen Y toward mobile applications and in-app advertising in India. International Journal of Mobile Marketing, 8, 62–71.
Boritz, J. E. (2005). IS practitioners' views on core concepts of information integrity. International Journal of Accounting Information Systems, 6(4), 260–279.
Bowlby, J. (1982). Attachment and loss: Retrospect and prospect. American Journal of Orthopsychiatry, 52(4), 664.
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.
Bruner, G., & Kumar, A. (2005). Explaining consumer acceptance of handheld internet devices. Journal of Business Research, 58, 553–558.
Buellingen, F., & Woerter, M. (2004). Development perspectives, firm strategies and applications in mobile commerce. Journal of Business Research, 57, 1402–1408.
Byun, H., Chiu, W., & Bae, J. (2018). Exploring the adoption of sports brand apps: An application of the modified technology acceptance model. International Journal of Asian Business and Information Management, 9, 52–65.
Cadogan, J. W. (2012). International marketing, strategic orientations and business success: Reflections on the path ahead. International Marketing Review, 29, 340–348.
Calder, B. J., Malthouse, E. C., & Schaedel, U. (2009). An experimental study of the relationship between online engagement and advertising effectiveness. Journal of Interactive Marketing, 23, 321–331.
Calder, B.-J., & Malthouse, E.-C. (2008). Media engagement and advertising effectiveness. In B. J. Calder (Ed.), Kellogg on advertising and media (pp. 1–36). Wiley.
Carlson, J. R., & Zmud, R. W. (1999). Channel expansion theory and the experiential nature of media richness perceptions. Academy of Management Journal, 42(2), 153–170.
Carter, S., & Yeo, A. C. (2016). Mobile apps usage by Malaysian business undergraduates and postgraduates: Implications for consumer behaviour theory and marketing practice. Internet Research, 26, 733–757.
Chadha, P., Alavi, S., & Ahuja, V. (2017). Mobile shopping apps: Functionalities, consumer adoption, and usage. International Journal of Cyber Behavior, Psychology and Learning, 7, 40–55.
Chandra, S., Srivastava, S. C., & Theng, Y. (2010). Evaluating the role of trust in consumer adoption on mobile payment systems: An empirical analysis. Communications of the Association for Information Systems, 27, 561–588.
Chang, C. (2015). Exploring Mobile application customer loyalty: The moderating effect of use contexts. Telecommunications Policy, 39, 678–690.
Chen, Q., Zhang, M., & Zhao, X. (2017). Analysing customer behaviour in mobile app usage. Industrial Management & Data Systems, 117, 425–438.
Chen, Y. R. (2017). Perceived values of branded mobile media, consumer engagement, business-consumer relationship quality and purchase intention: A study of WeChat in China. Public Relations Review, 43, 945–954.
Cheng, H. K., & Tang, Q. C. (2010). Free trial or no free trial: Optimal software product design with network effects. European Journal of Operational Research, 205(2), 437–447.
Cheng, X., Fang, L., Hong, X., & Yang, L. (2017). Exploiting mobile big data: Sources, features, and applications. IEEE Network, 31, 72–79.
Chong, A. Y. L., Chan, F. T. S., & Ooi, K. (2012). Predicting consumer decisions to adopt mobile commerce: Cross country empirical examination between China and Malaysia. Decision Support Systems, 53, 34–43.
Chopdar, P. K., & Sivakumar, V. J. (2018). Understanding psychological contract violation and its consequences on mobile shopping applications use in a developing country context. Journal of Indian Business Research, 10, 208–231.
Churchill Jr., G. A., & Surprenant, C. (1982). An investigation into the determinants of customer satisfaction. Journal of Marketing Research, 19(4), 491–504.
Cooil, B., Aksoy, L., & Keiningham, T. L. (2008). Approaches to customer segmentation. Journal of Relationship Marketing, 6, 9–39.
Cuadrado, F., & Dueñas, J. C. (2012). Mobile application stores: Success factors, existing approaches, and future developments. IEEE Communications Magazine, 50, 160–167.
Culnan, M. J., O'Reilly III, C. A., & Chatman, J. A. (1990). Intellectual structure of research in organizational behavior, 1972–1984: A cocitation analysis. Journal of the American Society for Information Science, 41(6), 453–458.
Cyr, D., Head, M., & Ivanov, A. (2006). Design aesthetics leading to m-loyalty in mobile commerce. Information & Management, 43, 950–963.
Dacko, S. G. (2017). Enabling smart retail settings via mobile augmented reality shopping apps. Technological Forecasting and Social Change, 124, 243–256.
Datta, H., Foubert, B., & Van Heerde, H. J. (2015). The challenge of retaining customers acquired with free trials. Journal of Marketing Research, 52(2), 217–234.
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). User acceptance of computer technology: A comparison of two theoretical models. Management Science, 35(8), 982–1003.
Dellaert, B. G. (2019). The consumer production journey: Marketing to consumers as co-producers in the sharing economy. Journal of the Academy of Marketing Science, 47(2), 238–254.
DeLone, W. H., & McLean, E. R. (1992). Information systems success: The quest for the dependent variable. Information Systems Research, 3(1), 60–95.
Demir, A., & Aydinli, C. (2016). Exploring the quality dimensions of mobile instant messaging applications and effects of them on customer satisfaction. International Journal of Computer Theory and Applications, 9, 1–15.
Deshpandé, R., Farley, J. U., & Webster Jr., F. E. (1993). Corporate culture, customer orientation, and innovativeness in Japanese firms: A quadrad analysis. Journal of Marketing, 57, 23–37.
Dinsmore, J. B., Dugan, R. G., & Wright, S. A. (2016). Monetary vs. nonmonetary prices: Differences in product evaluations due to pricing strategies within mobile applications. Journal of Strategic Marketing, 24(3–4), 227–240.
Dinsmore, J. B., Swani, K., & Dugan, R. G. (2017). To ‘free’ or not to ‘free’: Trait predictors of mobile app purchasing tendencies. Psychology & Marketing, 34, 227–244.
Doub, A. E., Levin, A., Heath, C. E., & LeVangie, K. (2018). Mobile app-etite: Consumer attitudes towards and use of mobile technology in the context of eating behaviour. Journal of Direct and Digital Marketing Practice, 17, 114–129.
Dovaliene, A., Masiulyte, A., & Piligrimiene, Z. (2015). The relations between customer engagement, perceived value and satisfaction: The case of mobile applications. Procedia-Social and Behavioral Sciences, 213, 659–664.
Dovaliene, A., Piligrimiene, Z., & Masiulyte, A. (2016). Factors influencing customer engagement in mobile applications. Engineering Economics, 27(2), 205–212.
Ehrenhard, M., Wijnhoven, F., van den Broek, T., & Stagno, M. Z. (2017). Unlocking how start-ups create business value with mobile applications: Development of an app-enabled business innovation cycle. Technological Forecasting and Social Change, 115, 26–36.
Eigenraam, A., Eelen, J., van Lin, A., & Verlegh, P. (2018). A consumer-based taxonomy of digital customer engagement practices. Journal of Interactive Marketing, 44, 102–121.
Eighmey, J., & McCord, L. (1998). Adding value in the information age: Uses and gratifications of sites on the world wide web. Journal of Business Research, 41(3), 187–194.
Elliott, R. L. (1997). Existential consumption and irrational desire. European Journal of Marketing, 31, 285–296.
Elsbach, K. D., & van Knippenberg, D. (2020). Creating high-impact literature reviews: An argument for ‘integrative reviews’. Journal of Management Studies, 57, 1277–1289.
Fang, J., Zhao, Z., Wen, C., & Wang, R. (2017). Design and performance attributes driving mobile travel application engagement. International Journal of Information Management, 37, 269–283.
Fang, Y. (2017). Beyond the usefulness of branded applications: Insights from consumer–brand engagement and self-construal perspectives. Psychology & Marketing, 34, 40–58.
Fang, Y. (2019). An app a day keeps a customer connected: Explicating loyalty to brands and branded applications through the lens of affordance and service-dominant logic. Information & Management, 56, 377–391.
Figge, S. (2014). Situation-dependent services—A challenge for Mobile network operators. Journal of Business Research, 57, 1416–1422.
Fournier, S. (1998). Consumers and their brands: Developing relationship theory in consumer research. Journal of Consumer Research, 24(4), 343–373.
Frey, R. M., Xu, R., & Ilic, A. (2017). Mobile app adoption in different life stages: An empirical analysis. Pervasive and Mobile Computing, 40, 512–527.
Furner, C. P., Racherla, P., & Babb, J. S. (2014). Mobile app stickiness (MASS) and Mobile interactivity: A conceptual model. The Marketing Review, 14, 163–188.
Gao, T. T., Rohm, A. J., Sultan, F., & Pagani, M. (2013). Consumers un-tethered: A three-market empirical study of consumers’ mobile marketing acceptance. Journal of Business Research, 66, 2536–2544.
Genc-Nayebi, N., & Abran, A. (2017). A systematic literature review: Opinion mining studies from mobile Appstore user reviews. Journal of Systems Software, 125, 207–219.
Gill, M., Sridhar, S., & Grewal, R. (2017). Return on engagement initiatives: A study of a business-to-business mobile app. Journal of Marketing, 81, 45–66.
Gokgoz, Z. A., Ataman, M. B., & van Bruggen, G. H. (2021). There’s an app for that! Understanding the drivers of mobile application downloads. Journal of Business Research, 123, 423–437.
Goldsmith, R. E., & Newell, S. J. (1997). Innovativeness and price sensitivity: Managerial, theoretical and methodological issues. Journal of Product & Brand Management, 6(3), 163–174.
Grant, I., & O’Donohoe, S. (2007). Why toung consumers are not open to mobile marketing communication. International Journal of Advertising, 26, 223–246.
Green, M. C., & Brock, T. C. (2000). The role of transportation in the persuasiveness of public narratives. Journal of Personality and Social Psychology, 79(5), 701.
Grewal, D., Hulland, J., Kopalle, P. K., & Karahanna, E. (2020). The future of technology and marketing: A multidisciplinary perspective. Journal of the Academy of Marketing Science, 48, 1–8.
Groenewald, T. (2004). A phenomenological research design illustrated. International Journal of Qualitative Methods, 3, 42–55.
Grönroos, C. (2019). Reforming public services: Does service logic have anything to offer? Public Management Review, 21(5), 775–788.
Ha, Q. A., Chen, J. V., Uy, H. U., & Capistrano, E. P. (2020). Exploring the privacy concerns in using intelligent virtual assistants under perspectives of information sensitivity and anthropomorphism. International journal of human–computer interaction, 1-16.
Harmeling, C. M., Moffett, J. W., Arnold, M. J., & Carlson, B. D. (2017). Toward a theory of customer engagement marketing. Journal of the Academy of Marketing Science, 45, 312–335.
Herzberg, F., Mausner, B., & Bloch- Snyderman, B. (1959). The motivation to work. Transaction Publishers.
Ho, S. Y. (2012). The effects of location personalization on individuals’ intention to use mobile services. Decision Support Systems, 53, 802–812.
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, 149–165.
Hong, S., & Tam, K. Y. (2006). Understanding the adoption of multipurpose information appliances: The case of mobile data services. Information Systems Research, 17, 162–179.
Hornbæk, K. (2006). Current practice in measuring usability: Challenges to usability studies and research. International Journal of Human-Computer Studies, 64(2), 79–102.
Howard, J. A., & Sheth, J. N. (1969). The theory of buyer behavior (no. 658.834 H6).
Hsiao, K., & Chen, C. (2016). What drives in-app purchase intention for mobile games? An examination of perceived values and loyalty. Electronic Commerce Research and Applications, 16, 18–29.
Hsu, C., & Lin, J. C. (2015). What drives purchase intention for paid mobile apps?–an expectation confirmation model with perceived value. Electronic Commerce Research and Applications, 14, 45–57.
Hu, H., Zhang, D., & Wang, C. (2019). Impact of social media influencers' endorsement on application adoption: A trust transfer perspective. Social Behavior and Personality: An International Journal, 47, 1–12.
Huang, G., & Korfiatis, N. (2015). Trying before buying: The moderating role of online reviews in trial attitude formation toward mobile applications. International Journal of Electronic Commerce, 19, 77–111.
Huang, J., Lin, Y., & Chuang, S. (2007). Elucidating user behavior of mobile learning: A perspective of the extended technology acceptance model. The Electronic Library, 25, 585–598.
Huang, M. H., & Rust, R. T. (2017). Technology-driven service strategy. Journal of the Academy of Marketing Science, 45(6), 906–924.
Hughes, A. M. (1996). The complete database marketer: Second-generation strategies and techniques for tapping the power of your customer database. McGraw-Hill.
Hur, H. J., Lee, H. K., & Choo, H. J. (2017). Understanding usage intention in innovative mobile app service: Comparison between millennial and mature consumers. Computers in Human Behavior, 73, 353–361.
Hyrynsalmi, S., Seppänen, M., Aarikka-Stenroos, L., Suominen, A., Järveläinen, J., & Harkke, V. (2015). Busting myths of electronic word of mouth: The relationship between customer ratings and the sales of mobile applications. Journal of Theoretical and Applied Electronic Commerce Research, 10, 1–18.
Ickin, S., Petersen, K., & Gonzalez-Huerta, J. (2017). Why do users install and delete apps? A survey study. In A. Ojala, H. Olsson, & K. Werder (Eds.), Lecture notes in business information processing (pp. 186–191). Springer.
Ismagilova, E., Slade, E. L., Rana, N., & Dwivedi, Y. K. (2019). The effect of electronic word of mouth communications on intention to buy: A meta-analysis. Information Systems Frontiers, 1–24.
Iyengar, R., Van den Bulte, C., & Valente, T. W. (2011). Opinion leadership and social contagion in new product diffusion. Marketing Science, 30, 195–212.
Iyer, P., Davari, A., & Mukherjee, A. (2018). Investigating the effectiveness of retailers’ mobile applications in determining customer satisfaction and repatronage intentions? A congruency perspective. Journal of Retailing and Consumer Services, 22, 235–243.
Jain, V., & Viswanathan, V. (2015). Choosing and using mobile apps: A conceptual framework for generation Y. Journal of Customer Behaviour, 14(4), 295–309.
Jin, C., & Villegas, J. (2008). Mobile phone users’ behaviors: The motivation factors of the mobile phone user. International Journal of Mobile Marketing, 3, 4–11.
John, O. P., & Srivastava, S. (1999). The big-five trait taxonomy: History, measurement, and theoretical perspectives, 2, 102–138. University of California.
Johnson, T., Kulesa, P., Cho, Y., & Shavitt, S. (2005). The relation between culture and response styles: Evidence from 19 countries. Journal of Cross-Cultural Psychology, 36, 264–277.
Joo, J., & Sang, Y. (2013). Exploring Koreans’ smartphone usage: An integrated model of the technology acceptance model and uses and gratifications theory. Computers in Human Behavior, 29(6), 2512–2518.
Jung, E., Baek, C., & Lee, J. D. (2012). Product survival analysis for the app store. Marketing Letters, 23, 929–941.
Jung, J., Kim, Y., & Chan-Olmsted, S. (2014). Measuring usage concentration of smartphone applications: Selective repertoire in a marketplace of choices. Mobile Media & Communication, 2, 352–368.
Kang, J. M., Mun, J. M., & Johnson, K. K. P. (2015). In-store mobile usage: Downloading and usage intention toward mobile location-based retail apps. Computers in Human Behavior, 46, 210–217.
Kang, J., & Namkung, Y. (2019). The role of personalization on continuance intention in food service mobile apps. International Journal of Contemporary Hospitality Management, 31, 734–752.
Karagkiozidou, M., Ziakis, C., Vlachopoulou, M., & Kyrkoudis, T. (2019). App store optimization factors for effective mobile app ranking. Strategic Innovative Marketing and Tourism, 479–486.
Karaiskos, D. C., Drossos, D. A., Tsiaousis, A. S., Giaglis, G. M., & Fouskas, K. G. (2012). Affective and social determinants of mobile data services adoption. Behaviour & Information Technology, 31, 209–219.
Karjaluoto, H, Shaikh, A. A., Saarijärvi, H., & Saraniemi, S. (2019). How perceived value drives the use of mobile financial services apps. International Journal of Information Management, 47, 252–261.
Katona, Z., Zubcsek, P. P., & Sarvary, M. (2011). Network effects and personal influences: The diffusion of an online social network. Journal of Marketing Research, 48, 425–443.
Keller, K. L. (1993). Conceptualizing, measuring, and managing customer-based brand equity. Journal of Marketing, 57, 1–22.
Khalifa, M., Cheng, S. K. N., & Shen, K. N. (2012). Adoption of Mobile commerce: A confidence model. Journal of Computer Information Systems, 53, 14–22.
Kilger, M., & Romer, E. (2007). Do measures of media engagement correlate with product purchase likelihood? Journal of Advertising Research, 47, 213–214.
Kim, E., Lin, J., & Sung, Y. (2013). To app or not to app: Engaging consumers via branded mobile apps. Journal of Interactive Advertising, 13, 53–65.
Kim, G. S., Park, S., & Oh, J. (2008). An examination of factors influencing consumer adoption of short message service (SMS). Psychology & Marketing, 25, 769–786.
Kim, J., & Lee, K. H. (2018). Influences of motivations and lifestyles on intentions to use smartphone applications. International Journal of Advertising, 37, 385–401.
Kim, J., & Yu, E. A. (2016). The holistic brand experience of branded mobile applications affects brand loyalty. Social Behavior and Personality, 44, 77–88.
Kim, J., Lee, S., & Park, Y. (2016a). A visual context-based market analysis of mobile application services. Management Decision, 54, 2106–2132.
Kim, M., Kim, J., Choi, J., & Trivedi, M. (2017). Mobile shopping through applications: Understanding application possession and mobile purchase. Journal of Interactive Marketing, 39, 55–68.
Kim, S. C., Yoon, D., & Han, E. K. (2016b). Antecedents of mobile app usage among smartphone users. Journal of Marketing Communications, 22, 653–670.
Kim, S. J., Wang, R. J. H, & Malthouse, E. C. (2015). The effects of adopting and using a brand’s mobile application on customers’ subsequent purchase behavior. Journal of Interactive Marketing, 31, 28–41.
Kim, S., & Baek, T. H. (2018). Examining the antecedents and consequences of mobile app engagement. Telematics and Informatics, 35, 148–158.
Kim, S., Baek, T. H., Kim, Y., & Yoo, K. (2016c). Factors affecting stickiness and word of mouth in mobile applications. Journal of Research in Interactive Marketing, 10, 177–192.
Kleijnen, M., Ruyter, K. D., & Wetzels, M. (2007). An assessment of value creation in mobile service delivery and the moderating role of time consciousness. Journal of Retailing, 83, 33–46.
Ko, E., Kim, E. Y., & Lee, E. K. (2009). Modelling consumer adoption of mobile shopping for fashion products in Korea. Psychology & Marketing, 26, 669–687.
Koenig-Lewis, N., Marquet, M., Palmer, A., & Zhao, A. L. (2015). Enjoyment and social influence: Predicting mobile payment adoption. The Service Industries Journal, 35, 537–554.
Kohli, A. K., & Jaworski, B. J. (1990). Market orientation: The construct, research propositions, and managerial implications. Journal of Marketing, 54, 1–18.
Kolb, D. (1984). Experiential learning: Experience as the source of learning and development. Prentice Hall.
Kolb, D. A., Boyatzis, R. E., & Mainemelis, C. (2001). Experiential learning theory: Previous research and new directions. Perspectives on Thinking, Learning, and Cognitive Styles, 1(8), 227–247.
Kopalle, P. K., Kumar, V., & Subramaniam, M. (2020). How legacy firms can embrace the digital ecosystem via digital customer orientation. Journal of the Academy of Marketing Science, 48, 114–131.
Kristensson, P. (2019). Future service technologies and value creation. Journal of Services Marketing, 33(4), 502–506.
Kübler, R., Pauwels, K., Yildirim, G., & Fandrich, T. (2018). App popularity: Where in the world are consumers most sensitive to price and user ratings? Journal of Marketing, 82, 20–44.
Kumar, A., & Mukherjee, A. (2013). Shop while you talk: Determinants of purchase intentions through a mobile device. International Journal of Mobile Marketing, 8, 23–37.
Kumar, D. S., Purani, K., & Viswanathan, S. A. (2018). Influences of ‘appscape’ on mobile app adoption and m-loyalty. Journal of Retailing and Consumer Services, 45, 132–141.
Lacewing, M. (2010). Personal identity: Physical and psychological continuity theories.
Lafferty, B. A., & Hult, G. T. M. (2001). A synthesis of contemporary market orientation perspectives. European Journal of Marketing, 35, 92–109.
Lam, S. Y., Shankar, V., Erramilli, M. K., & Murthy, B. (2004). Customer value, satisfaction, loyalty, and switching costs: An illustration from a business-to-business service context. Journal of the Academy of Marketing Science, 32(3), 293–311.
Lamberton, C., & Stephen, A. T. (2016). A thematic exploration of digital, social media, and mobile marketing research's evolution from 2000 to 2015 and an agenda for future research. Journal of Marketing, 80, 146–172.
Langford, S., & Ramachandran, M. (2013). The products of fission, fusion, and teletransportation: An occasional identity theorist's perspective. Australasian Journal of Philosophy, 91(1), 105–117.
Larivière, B., Joosten, H., Malthouse, E. C., Birgelen, M. C., Aksoy, P., Kunz, W. H., & Huang, M. (2013). Value fusion: The blending of consumer and firm value in the distinctive context of mobile technologies and social media. Journal of Service Management, 24, 268–293.
Laurent, G., & Kapferer, J. N. (1985). Measuring consumer involvement profiles. Journal of Marketing Research, 22(1), 41–53.
Lavidge, R. J., & Steiner, G. A. (1961). A model for predictive measurements of advertising effectiveness. Journal of Marketing, 25(6), 59–62.
Lee, C., Tsao, C., & Chang, W. C. (2015). The relationship between attitude toward using and customer satisfaction with mobile application services. Journal of Enterprise Information Management, 28, 680–697.
Lee, G., & Raghu, T. S. (2014). Determinants of mobile apps' success: Evidence from the app store market. Journal of Management Information Systems, 31, 133–170.
Lee, M. K. O., Cheung, C. M. K., & Chen, Z. (2007). Understanding user acceptance of multimedia messaging services: An empirical study. Journal of American Society of Information Science & Technology, 58, 2066–2077.
Lee, S. A. (2018a). Enhancing customers’ continued mobile app use in the service industry. Journal of Services Marketing, 32(6), 680–691.
Lee, S. A. (2018b). M-servicescape: Effects of the hotel mobile app servicescape preferences on customer response. Journal of Hospitality and Tourism Technology, 9, 172–187.
Lee, Y. H., Hsieh, Y. C., & Hsu, C. N. (2011). Adding innovation diffusion theory to the technology acceptance model: Supporting employees' intentions to use e-learning systems. Journal of Educational Technology & Society, 14(4), 124–137.
Lee, Y., & Kim, H. (2019). Consumer need for mobile app atmospherics and its relationships to shopper responses. Journal of Retailing and Consumer Services, 51, 437–442.
Lei, S. I., Ye, S., Wang, D., & Law, R. (2020). Engaging customers in value co-creation through mobile instant messaging in the tourism and hospitality industry. Journal of Hospitality & Tourism Research, 44(2), 229–251.
Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80, 69–96.
Li, C. (2018). Consumer behavior in switching between membership cards and mobile applications: The case of Starbucks. Computers in Human Behavior, 84, 171–184.
Liang, T., Li, X., Yang, C., & Wang, M. (2015). What in consumer reviews affects the sales of mobile apps: A multi-facet sentiment analysis approach. International Journal of Electronic Commerce, 20, 236–260.
Liao, C., Palvia, P., & Chen, J. L. (2009). Information technology adoption behavior life cycle: Toward a technology continuance theory (TCT). International Journal of Information Management, 29(4), 309–320.
Lin, H. H., & Wang, Y. S. (2006). An examination of the determinants of customer loyalty in mobile commerce contexts. Information & Management, 43(3), 271–282.
Liu, C. Z., Au, Y. A, & Choi, H. S. (2014). Effects of freemium strategy in the mobile app market: An empirical study of Google play. Journal of Management Information Systems, 31, 326–354.
Liu, F., Zhao, S., & Li, Y. (2017). How many, how often, and how new? A mulitvariate profiling of mobile app users. Journal of Retailing and Consumer Services, 38, 71–80.
Liu, T., Mathrani, A., & Mbachu, J. (2019). Benefits and barriers in uptake of mobile apps in New Zealand construction industry: What top and middle management perceive. Facilities, 37, 254–265.
Lu, H., & Hsiao, K. (2010). The influence of extro/introversion on the intention to pay for social networking sites. Information and Management, 47, 150–157.
Lu, J., Liu, C., Yu, C., & Wang, K. (2008). Determinants of accepting wireless mobile data services in China. Information & Management, 45, 52–64.
Lu, J., Mao, Z., Wang, M., & Hu, L. (2015). Goodbye maps, hello apps? Exploring the influential determinants of travel app adoption. Current Issues in Tourism, 18, 1059–1079.
Lu, J., Wang, L., & Yu, C. (2007). Is TAM for wireless mobile data services applicable in China? A survey report from Zhejiang, China. International Journal of Mobile Communications, 5, 11–31.
Lu, Y., Yang, S., Chau, P. Y. K., & Cao, Y. (2011). Dynamics between the trust transfer process and intention to use mobile payment services: A cross-environment perspective. Information & Management, 48, 393–403.
MacInnis, D. J. (2011). Framework for conceptual contributions in marketing. Journal of Marketing, 75, 136–154.
Magrath, V., & McCormick, H. (2013). Marketing design elements of mobile fashion retail apps. Journal of Fashion Marketing and Management: An International Journal, 17, 115–134.
Mahatanankoon, P. H., Wen, J., & Lim, B. (2005). Consumer-based m-commerce: Exploring consumer perception of mobile applications. Computer Standards & Interfaces, 27, 347–357.
Maity, M. (2010). Critical factors of consumer decision-making on m-commerce: A qualitative study in the United States. International Journal of Mobile Marketing, 5, 87–101.
Mäki, M., & Kokko, T. (2017). The use of mobile applications in shopping: A focus on customer experience. International Journal of E-Services and Mobile Applications, 9, 59–74.
Malhotra, A., & Malhotra, C. K. (2009). A relevancy-based services view for driving adoption of wireless web services in the U.S. Communications of the ACM, 52, 130–134.
Mallat, N., Rossi, M., Tuunainen, V. K., & Öörni, A. (2009). The impact of use context on mobile services acceptance: The case of mobile ticketing. Information & Management, 46, 190–195.
Martin, W., Sarro, F., Jia, Y., Zhang, Y., & Harman, M. (2017). A survey of app store analysis for software engineering. IEEE Transactions on Software Engineering, 43, 817–847.
McCrae, R. R., & Costa, P. T. (1987). Validation of the five-factor model of personality across instruments and observers. Journal of Personality and Social Psychology, 52(1), 81.
Mcguire, W. J. (1974). Psychological motives and communication gratification. In J. G. Blumler & E. Katz (Eds.), The uses of mass communications. Sage Publications.
McLean, G., Al-Nabhani, K., & Wilson, A. (2018). Developing a mobile applications customer experience model (MACE)-implications for retailers. Journal of Business Research, 85, 325–336.
McRae, E., Carrabis, J., Carrabis, S., & Hamel, S. (2013). Case study: Emotional response on mobile platforms - want to be loved? Go mobile! International Journal of Mobile Marketing, 8, 55–66.
McCrae, R. R. (2002). NEO-PI-R data from 36 cultures: Further intercultural comparisons. In R. R. McCrae, R. R. & J. Allik (Eds.), The five-factor model of personality across cultures (pp. 105–126). : Kluwer Academic/Plenum.
Miluzzo, E., Lane, N.D., Lu, H., & Campbell, A. T. (2010). Research in the app store era: Experiences from the CenceMe app deployment on the iPhone. UbiComp proceedings, Copenhagen, 4.
Mittal, B. (1989). Measuring purchase-decision involvement. Psychology & Marketing, 6(2), 147–162.
Miyazaki, A. D., & Fernandez, A. (2000). Internet privacy and security: An examination of online retailer disclosures. Journal of Public Policy & Marketing, 19(1), 54–61.
Mkono, M. (2013). Hot and cool authentication: A Netnographic illustration. Annals of Tourism Research, 41, 215–218.
Mondal, J., & Chakrabarti, S. (2019). Emerging phenomena of the branded app: A systematic literature review, strategies, and future research directions. Journal of Interactive Advertising, 19, 148–167.
Morosan, C., & DeFranco, A. (2015). Disclosing personal information via hotel apps: A privacy calculus perspective. International Journal of Hospitality Management, 47, 120–130.
Morosan, C., & DeFranco, A. (2016). Modeling guests’ intentions to use mobile apps in hotels: The roles of personalization, privacy, and involvement. International Journal of Contemporary Hospitality Management, 28, 1968–1991.
Mort, G. M. S., & Drennan, J. (2007). Mobile communications: A study of factors influencing consumer use of m-services. Journal of Advertising Research, 47, 302–312.
Narver, J. C., & Slater, S. F. (1990). The effect of a market orientation on business profitability. Journal of Marketing, 54, 20–35.
Nass, C., & Moon, Y. (2000). Machines and mindlessness: Social responses to computers. Journal of Social Issues, 56(1), 81–103.
Natarajan, T., Balasubramanian, S. A., & Kasilingam, D. L. (2017). Understanding the intention to use mobile shopping applications and its influence on price sensitivity. Journal of Retailing and Consumer Services, 37, 8–22.
Newman, C. L., Wachter, K., & White, A. (2018). Bricks or clicks? Understanding consumer usage of retail mobile apps. Journal of Services Marketing, 32, 211–222.
Nikhashemi, S. R., Knight, H. H., Nusair, K., & Liat, C. B. (2021). Augmented reality in smart retailing: A (n)(a) symmetric approach to continuous intention to use retail brands’ mobile AR apps. Journal of Retailing and Consumer Services, 60, 102464.
Nisbett, R. E., Peng, K., Choi, I., & Norenzayan, A. (2001). Culture and systems of thought: Holistic versus analytic cognition. Psychological Review, 108, 291–310.
Noh, M. J., & Lee, K. T. (2016). An analysis of the relationship between quality and user acceptance in smartphone apps. Information Systems and e-Bus Management, 14, 273–291.
Numminen, E., & Sällberg, H. (2017). The impact of online ratings on downloads of free Mobile apps. 11th European conference on information systems management ECISM, Genoa, 225–232.
Nysveen, H., Pedersen, P.E. and Skard, S.E. (2015), A review of mobile services research: Research gaps and suggestions for future research on mobile apps, working paper 01/15, NHH, Brage.
Oh, Y. K., & Min, J. (2015). The mediating role of popularity rank on the relationship between advertising and in-app purchase sales in mobile application market. Journal of Applied Business Research, 31, 1311–1322.
Olson, J., & A Mourey, J. (2019). Greater expectations: Anthropomorphic products must be warm and competent... or else. ACR North American Advances.
Oyserman, D., Coon, H. M., & Kemmelmeier, M. (2002). Rethinking individualism and collectivism: Evaluation of theoretical assumptions and meta-analysis. Psychological Bulletin, 128, 3–72.
Padilla-Piernas, J. M., Parra-Meroño, M. C., & Beltrán-Bueno, M. A. (2019). The importance of app store optimization (ASO) for hospitality applications. Digital and Social Marketing, 151–161.
Pantano, E., & Pizzi, G. (2020). Forecasting artificial intelligence on online customer assistance: Evidence from chatbot patents analysis. Journal of Retailing and Consumer Services, 55, 102096.
Pechenkina, E. (2017). Developing a typology of mobile apps in higher education: A national case-study. Australasian Journal of Educational Technology, 33, 134–146.
Peng, K., Chen, Y., & Wen, K. (2014). Brand relationship, consumption values and branded app adoption. Industrial Management & Data Systems, 114, 1131–1143.
Pentina, I., Zhang, L., Bata, H., & Chen, Y. (2016). Exploring privacy paradox in information sensitive mobile apps adoption: A cross-cultural comparison. Computers in Human Behavior, 65, 409–419.
Peppard, J., & Rylander, A. (2006). From value chain to value network: Insights for mobile operators. European Management Journal, 24(2–3), 128–141.
Petty, R. E., & Cacioppo, J. T. (1986). The elaboration likelihood model of persuasion. In Communication and persuasion (pp. 1–24). Springer.
Piccoli, G., Brohman, M. K., Watson, R. T., & Parasuraman, A. (2009). Process completeness: Strategies for aligning service systems with customers’ service needs. Business Horizons, 52, 367–376.
Picoto, W. N., Duarte, R., & Pinto, I. (2019). Uncovering top-ranking factors for mobile apps through a multimethod approach. Journal of Business Research, 101, 668–674.
Post, C., Sarala, R., Gattrell, C., & Prescott, J. E. (2020). Advancing theory with review articles. Journal of Management Studies, 57, 351–376.
Racherla, P, Furner, C., & Babb, J. (2012). Conceptualizing the implications of mobile app usage and stickiness: A research agenda. Available at SSRN 2187056.
Radler, V. M. (2018). 20 years of brand personality: A bibliometric review and research agenda. Journal of Brand Management, 25, 370–383.
Rauschnabel, P. A., Felix, R., & Hinsch, C. (2019). Augmented reality marketing: How mobile AR-apps can improve brands through inspiration. Journal of Retailing and Consumer Services, 49, 43–53.
Razek, A. R. A., van Husen, C., Pallot, M., & Richir, S. (2018, April). A comparative study on conventional versus immersive service prototyping (VR, AR, MR). In proceedings of the virtual reality international conference-Laval virtual, 1-10).
Rezaei, S., & Valaei, N. (2017). Crafting experiential value via smartphone Apps Channel. Marketing, Intelligence & Planning, 35, 688–702.
Richins, M. L. (1994). Valuing things: The public and private meanings of possessions. Journal of Consumer Research, 21, 504–521.
Richins, M. L., & Bloch, P. H. (1986). After the new wears off: The temporal context of product involvement. Journal of Consumer Research, 13(2), 280–285.
Robinson, S. L. (1996). Trust and breach of the psychological contract. Administrative Science Quarterly, 574–599.
Rogers, E. M. (1995). Diffusion of innovations (4th ed.). Free Press.
Rogers, E. M. (2010). Diffusion of innovations. Simon and Schuster.
Roggeveen, A. L., Grewal, D., & Schweiger, E. B. (2020). The DAST framework for retail atmospherics: The impact of in-and out-of-store retail journey touchpoints on the customer experience. Journal of Retailing, 96(1), 128–137.
Rohm, A. J., Gao, T., Sultan, F., & Pagani, M. (2012). Brand in the hand: A cross-market investigation of consumer acceptance of mobile marketing. Business Horizons, 55, 485–493.
Roma, P., & Ragaglia, D. (2016). Revenue models, in-app purchase, and the app performance: Evidence from apple’s app store and google play. Electronic Commerce Research and Applications, 17, 173–190.
Romaniuk, J., & Sharp, B. (2016). How brands grow part 2. Oxford University Press.
Rook, D. W., & Fisher, R. J. (1995). Normative influences on impulsive buying behavior. Journal of Consumer Research, 22(3), 305–313.
Rosario, A. B., de Valck, K., & Sotgiue, F. (2020). Conceptualizing the electronic word-of-mouth process: What we know and need to know about e-WOM creation, exposure, and evaluation. Journal of the Academy of Marketing Science, 48, 422–448.
Ruekert, R. W. (1992). Developing a market orientation: An organizational strategy perspective. International Journal of Research in Marketing, 9, 225–245.
Rust, R. T., & Huang, M. H. (2014). The service revolution and the transformation of marketing science. Marketing Science, 33(2), 206–221.
Samiee, S., & Chabowski, B. R. (2012). Knowledge structure in international marketing: A multi-method bibliometric analysis. Journal of the Academy of Marketing Science, 40(2), 364–386.
Sanchez, J., Carmen, A., & Haenlein, M. (2020). Competitive spill over elasticities of electronic word of mouth: An application to the soft drink industry. Journal of the Academy of Marketing Science, 48, 270–287.
Sarkar, A., Sarkar, J. G., Sreejesh, S., & Anusree, M. R. (2018). A qualitative investigation of e-tail brand affect. Marketing Intelligence & Planning, 36, 365–380.
Scholz, J., & Duffy, K. (2018). We are at home: How augmented reality reshapes mobile marketing and consumer-brand relationships. Journal of Retailing and Consumer Services, 44, 11–23.
Seitz, V. A., & Aldebasi, N. M. (2016). The effectiveness of branded mobile apps on user’s brand attitudes and purchase intentions. Review of Economic and Business Studies, 9, 141–154.
Shankar, V., Kleijnen, M., Ramanathan, S., Rizley, R., Holland, S., & Morrissey, S. (2016). Mobile shopper marketing: Key issues, current insights, and future research avenues. Journal of Interactive Marketing, 34, 37–48.
Shapiro, B. P. (1988). What the hell is market oriented? Harvard Business Review, 66, 119–125.
Sharp, B. (2010). How brands grow. Oxford University Press.
Sharp, B., Wright, M., & Goodhardt, G. (2002). Purchase loyalty is polarised into either repertoire or subscription patterns. Australasian Marketing Journal, 10, 7–20.
Sirgy, M. J. (1982). Self-concept in consumer behavior: A critical review. Journal of Consumer Research, 9(3), 287–300.
Sirgy, M. J., Lee, D. J., Johar, J. Y., & Tidwell, J. (2008). Effect of self-congruity with sponsorship on brand loyalty. Journal of Business Research, 61(10), 1091–1097.
Smutkupt, P., Krairit, D., & Esichaikul, V. (2010). Mobile marketing: Implications for marketing strategies. International Journal of Mobile Marketing, 5(2).
Snyder, H., Witell, L., Gustafsson, A., Fombelle, P., & Kristensson, P. (2016). Identifying categories of service innovations: A review and synthesis of the literature. Journal of Business Research, 69, 2401–2408.
Sripalawat, J., Thongmak, M., & Ngramyarn, A. (2011). M-banking in metropolitan Bangkok and a comparison with other countries. Journal of Computer Information Systems, 51, 67–76.
Steuer, J. (1992). Defining virtual reality: Dimensions determining telepresence. Journal of Communication, 42(4), 73–93.
Stocchi, L., Guerini, C., & Michaelidou, N. (2017). When are apps worth paying for? How marketers can analyze the market performance of mobile apps. Journal of Advertising Research, 57, 260–271.
Stocchi, L., Ludwichowska, G., Fuller, R., & Gregoric, A. (2020a). Customer-based brand equity for branded apps: A simple research framework. Journal of marketing communications, 1-30.
Stocchi, L., Michaelidou, N., & Micevski, M. (2019). Drivers and outcomes of branded mobile app usage intention. Journal of Product & Brand Management, 28, 28–49.
Stocchi, L., Michaelidou, N., Pourazad, N., & Micevski, M. (2018). The rules of engagement: How to motivate consumers to engage with branded mobile apps. Journal of Marketing Management, 341, 1196–1226.
Stocchi, L., Pourazad, N., & Michaelidou, N. (2020b). Identification of two decision-making paths underpinning the continued use of branded apps. Psychology & Marketing, 1–16.
Ström, R., Vendel, M., & Bredican, J. (2014). Mobile marketing: A literature review on its value for consumers and retailers. Journal of Retailing and Consumer Services, 21, 1001–1012.
Sultan, F., & Rohm, A. J. (2005). The coming era of 'brand in the hand' marketing. MIT Sloan Management Review, 47, 83–90.
Sultan, F., Rohm, A. J., & Gao, T. T. (2009). Factors influencing consumer acceptance of mobile marketing: A two-country study of youth markets. Journal of Interactive Marketing, 23, 308–320.
Sussman, S. W., & Siegal, W. S. (2003). Informational influence in organizations: An integrated approach to knowledge adoption. Information Systems Research, 14(1), 47–65.
Svendsen, G. B., Johnsen, J. A. K., Almås-Sørensen, L., & Vittersø, J. (2013). Personality and technology acceptance: The influence of personality factors on the core constructs of the technology acceptance model. Behaviour & Information Technology, 32(4), 323–334.
Taivalsaari, A., & Mikkonen, T. (2015). From apps to liquid multi-device software. Procedia Computer Science, 56, 34–40.
Tan, F. B., & Chou, J. P. C. (2008). The relationship between mobile service quality, perceived technology compatibility, and users’ perceived playfulness in the context of mobile information and entertainment services. International Journal of Human–Computer Interaction, 24, 649–671.
Tan, X., Qin, L., Kim, Y., & Hsu, J. (2012). Impact of privacy concern in social networking web sites. Internet Research, 22, 211–233.
Tao, D., Shao, F., Wang, H., Yan, M., & Qu, X. (2020). Integrating usability and social cognitive theories with the technology acceptance model to understand young users’ acceptance of a health information portal. Health Informatics Journal, 26(2), 1347–1362.
Tarute, A., Nikou, S., & Gatautis, R. (2017a). Mobile application driven consumer engagement. Telematics and Informatics, 34(4), 145–156.
Tarute, A., Shahrokh, N., & Gatautis, R. (2017b). Mobile application driven consumer engagement. Telematics and Informatics, 34, 145–156.
Tax, S. S., McCutcheon, D., & Wilkinson, I. F. (2013). The service delivery network (SDN): A customer-centric perspective of the customer journey. Journal of Service Research, 16, 454–470.
Taylor, D. G., & Levin, M. (2014). Predicting mobile app usage for purchasing and information-sharing. International Journal of Retail & Distribution Management, 42, 759–774.
Taylor, D. G., Voelker, T. A., & Pentina, I. (2011). Mobile application adoption by young adults: A social network perspective. International Journal of Mobile Marketing, 6, 60–70.
Thomson, M., MacInnis, D. J., & Park, C. W. (2005). The ties that bind: Measuring the strength of consumers’ emotional attachments to brands. Journal of Consumer Psychology, 15(1), 77–91.
Toivonen, M., & Tuominen, T. (2009). Emergence of innovations in services. Service Industries Journal, 29, 887–902.
Tojib, D., & Tsarenko, Y. (2012). Post-adoption modeling of advanced mobile service use. Journal of Business Research, 65, 922–928.
Tong, S., Luo, X., & Xu, B. (2020). Personalized mobile marketing strategies. Journal of the Academy of Marketing Science, 48, 64–78.
Tran, T. P., Mai, E. S., & Taylor, E. C. (2021). Enhancing brand equity of branded mobile apps via motivations: A service-dominant logic perspective. Journal of Business Research, 125, 239–251.
Trivedi, J. P., & Trivedi, H. (2018). Investigating the factors that make a fashion app successful: The moderating role of personalization. Journal of Internet Commerce, 17, 170–187.
Tseng, T. H., & Lee, C. T. (2018). Facilitation of consumer loyalty toward branded applications: The dual-route perspective. Telematics and Informatics, 35, 1297–1309.
Turley, L. W., & Milliman, R. E. (2000). Atmospheric effects on shopping behavior: A review of the experimental evidence. Journal of Business Research, 49(2), 193–211.
Tyler, T. R. (2020). Social justice: Outcome and procedure. International Journal of Psychology, 35, 117–125.
Tyrväinen, O., & Karjaluoto, H. (2019). A systematic literature review and analysis of mobile retailing adoption. Journal of Internet Commerce, 18, 221–247.
Urban, G. L., & Sultan, F. (2015). The case for 'benevolent' mobile apps. MIT Sloan Management Review, 56(2), 31.
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, 253–266.
van Esch, P., Arli, D., Gheshlaghi, M. H., Andonopoulos, V., von der Heidt, T., & Northey, G. (2019). Anthropomorphism and augmented reality in the retail environment. Journal of Retailing and Consumer Services, 49, 35–42.
van Heerde, H. J., Dinner, I., & 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.
van Noort, G., & van Reijmersdal, E. A. (2019). Branded apps: Explaining effects of brands' mobile phone applications on brand responses. Journal of Interactive Marketing, 45, 16–26.
Vargo, S. L., & Lusch, R. F. (2004). Evolving to a new dominant logic for marketing. Journal of Marketing, 68, 1–17.
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS quarterly, 425-478.
Venkatesh, V., Thong, J. Y. L., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly, 36, 157–178.
Verhoef, P. C., Lemon, K. N., Parasuraman, A., Roggeveen, A., Tsiros, M., & Schlesinger, L. A. (2009). Customer experience creation: Determinants, dynamics and management strategies. Journal of Retailing, 85, 31–41.
Veríssimo, J. M. C. (2018). Usage intensity of mobile medical apps: A tale of two methods. Journal of Business Research, 89, 442–447.
Viswanathan, V., Hollebeek, L., Malthouse, E., Maslowska, E., Kim, S. J., & Xie, W. (2017). The dynamics of consumer engagement with mobile technologies. Service Science, 9, 36–49.
Vivek, S. D., Beatty, S. E., & Morgan, R. M. (2012). Customer engagement: Exploring customer relationships beyond purchase. Journal of Marketing Theory and Practice, 20, 122–146.
Vroom, V. H. (1964). Work and motivation. Wiley and Sons.
Wang, B., Kim, S.-J., & Malthouse, E. (2016a). Branded apps and mobile platforms as new tools for advertising. In R. Brown, V. Jones, & M. Wang (Eds.), The new advertising: Branding, content, and consumer relationships in the data-driven social media era. Praeger.
Wang, D., Xiang, Z., Law, R., & Ki, T. P. (2016b). Assessing hotel-related smartphone apps using online reviews. Journal of Hospitality Marketing & Management, 25, 291–313.
Wang, J., Lai, J., & Chang, C. (2016c). Modeling and analysis for mobile application services: The perspective of mobile network operators. Technological Forecasting and Social Change, 111, 146–163.
Wang, W., & Li, H. (2012). Factors influencing mobile services adoption: A brand–equity perspective. Internet Research, 22, 142–179.
Wang, W., Ou, W., & Chen, W. (2019). The impact of inertia and user satisfaction on the continuance intentions to use mobile communication applications: A mobile service quality perspective. International Journal of Information Management, 44, 178–193.
Wang, Y., Lin, H., & Luarn, P. (2006). Predicting consumer intention to use mobile service. Information Systems Journal, 16, 157–179.
Wang, Z., Zhao, H., & Wang, Y. (2015). Social networks in marketing research 2001–2014: A co-word analysis. Scientometrics, 105, 65–82.
Watson, C., McCarthy, J., & Rowley, J. (2013). Consumer attitudes towards mobile marketing in the smart phone era. International Journal of Information Management, 33, 840–849.
Wattanapisit, A., Teo, C. H., Wattanapisit, S., Teoh, E., Woo, W. J., & Ng, C. J. (2020). Can mobile health apps replace GPs? A scoping review of comparisons between mobile apps and GP tasks. BMC Medical Informatics and Decision Making, 20.
Weber, E. U., Blais, A. R., & Betz, N. E. (2002). A domain-specific risk-attitude scale: Measuring risk perceptions and risk behaviors. Journal of Behavioral Decision Making, 15(4), 263–290.
Wedel, M., Bigné, E., & Zhang, J. (2020). Virtual and augmented reality: Advancing research in consumer marketing. International Journal of Research in Marketing, 37(3), 443–465.
Wei, J., Vinnikova, A., Lu, L., & Xu, J. (2020). Understanding and predicting the adoption of fitness mobile apps: Evidence from China. Health Communication, 1–12.
Wheeler, B. C. (2002). NEBIC: A dynamic capabilities theory for assessing net-enablement. Information Systems Research, 13(2), 125–146.
Wong, T. Y. T., Peko, G., Sundaram, D., & Piramuthu, S. (2016). Mobile environments and innovation co-creation processes & ecosystems. Information & Management, 53, 336–344.
Woodside, A. G., Golfetto, F., & Gibbert, M. (2008). Customer value: Theory, research, and practice. In Creating and managing superior customer value. Emerald Group Publishing Limited.
Wu, J., & Wang, S. C. (2005). What drives mobile commerce? An empirical evaluation of the revised technology acceptance model. Information & Management, 42, 719–729.
Wu, L. (2015). Factors of continually using branded mobile apps: The central role of app engagement. International Journal of Internet Marketing and Advertising, 9, 303–320.
Xu, C., Peak, D., & Prybutok, V. (2015). A customer value, satisfaction, and loyalty perspective of mobile application recommendations. Decision Support Systems, 79, 171–183.
Yang, B. (2016). A link between consumer empathy and brand attachment on branded mobile apps: The moderating effect of ideal self-congruence. Indian Journal of Science & Technology, 9, 1–9.
Yang, H. C. (2013). Bon appètit for apps: Young American consumers’ acceptance of mobile applications. Journal of Computer Information Systems, 53, 85–96.
Yang, K. C. C. (2005). Exploring factors affecting the adoption of mobile commerce in Singapore. Telematics & Informatics, 22, 257–277.
Yang, Z., & Peterson, R. T. (2004). Customer perceived value, satisfaction, and loyalty: The role of switching costs. Psychology & Marketing, 21(10), 799–822.
Yaoyuneyong, G., Foster, J., Johnson, E., & Johnson, D. (2016). Augmented reality marketing: Consumer preferences and attitudes toward hypermedia print ads. Journal of Interactive Advertising, 16(1), 16–30.
Yoo, C., Park, J., & MacInnis, D. J. (1998). Effects of store characteristics and in-store emotional experiences on store attitude. Journal of Business Research, 42(3), 253–263.
Yoo, Y. (2010). Computing in everyday life: A call for research on experiential computing. MIS Quarterly, 213–231.
Yoon, C. (2011). Theory of planned behavior and ethics theory in digital piracy: An integrated model. Journal of Business Ethics, 100, 405–417.
Zaichkowsky, J. L. (1986). Conceptualizing involvement. Journal of Advertising, 15(2), 4–34.
Zhang, T., Lu, C., & Kizildag, M. (2017). Engaging generation Y to co-create through mobile technology. International Journal of Electronic Commerce, 21, 489–516.
Zhao, Z., & Balagué, C. (2015). Designing branded mobile apps: Fundamentals and recommendations. Business Horizons, 58, 305–315.
Zhu, G., So, K. F., & Hudson, S. (2017). Inside the sharing economy: Understanding consumer motivations behind the adoption of mobile applications. International Journal of Contemporary Hospitality Management, 29, 2218–2239.
Zolkepli, I. A., Mukhiar, S. N. S., Tan, C. (2020). Mobile consumer behaviour on apps usage: The effects of perceived values, rating, and cost. Journal of marketing communications (published electronically April 3), DOI: 10.1080/13527266.2020.1749108.
Metadaten
Titel
Marketing research on Mobile apps: past, present and future
verfasst von
Lara Stocchi
Naser Pourazad
Nina Michaelidou
Arry Tanusondjaja
Paul Harrigan
Publikationsdatum
08.11.2021
Verlag
Springer US
Erschienen in
Journal of the Academy of Marketing Science / Ausgabe 2/2022
Print ISSN: 0092-0703
Elektronische ISSN: 1552-7824
DOI
https://doi.org/10.1007/s11747-021-00815-w

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