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International Journal of Management Issues and Research
Vol 14 , Issue 2 , July - December 2025 | Pages: 13-31 | Research Paper

Analysing Consumer Experience in Retail App: A Bibliometric Approach

Author Details ( * ) denotes Corresponding author

1. Anchal Sharma, Ph.D. Scholar, Department of Management, Sharda School of Business Studies, Sharda University, GAUTAM BUDDHA NAGAR, Uttar Pradesh, India (anchal0796@gmail.com)
2. * Ajay Kumar, Assistant Professor, Department of Management, Sharda School of Business Studies, Sharda University, Greater Noida, Uttar Pradesh, India (ajayschlr@gmail.com)

This study aims to examine the structure of customer shopping experiences within the retail app context. Scientific articles were searched from the Scopus database. Using VOSviewer software, keyword analysis and bibliometric coupling were conducted to map the scientific landscape of the published literature. The findings indicate a significant increase in research output, with over 50% of relevant articles published in the past three years. A notable portion of these studies appeared in leading academic journals. Commonly occurring keywords included e-commerce, augmented reality, user experience, retail, mobile shopping, mobile apps, and artificial intelligence. Additionally, emerging keywords such as machine learning, deep learning, Internet of Things, and smart trolleys highlight the expanding influence of AI and IoT in retail environments. Seven distinct clusters were identified through bibliometric coupling analysis.

Keywords

Shopping experience; Retail app; Bibliometric analysis

  1. Ahlgren, P. & Colliander, C. (2009). Document-document similarity approaches and science mapping: Experimental comparison of five approaches. Journal of Informetrics, 3(1), 49–63.
  2. Ahmi, A. & Mohd Nasir, M. H. (2019). Examining the trend of the research on extensible business reporting language (XBRL): A bibliometric review. International Journal of Innovation, Creativity and Change, 5(2), 1145-1167.
  3. Alves, C., Machado, J. & Reis, J. L. (2023, November). Spatial computing and augmented reality—challenges in e-commerce. In International Conference on Marketing and Technologies, 851–863. Singapore: Springer Nature Singapore.
  4. Aslam, U. & Davis, L. (2024). Analyzing consumer expectations and experiences of augmented reality (AR) apps in the fashion retail sector. Journal of Retailing and Consumer Services, 76, 103577. Retrieved from https://doi.org/10.1016/j.jretconser.2023.103577
  5. Baker, H. K., Kumar, S. & Pandey, N. (2021). Forty years of the journal of futures markets: A bibliometric overview. Journal of Futures Markets, 41(7), 1027–1054. Retrieved from https://doi.org/10.1002/fut.22211
  6. Barta, S., Flavián, C. & Gurrea, R. (2021). Managing consumer experience and online flow: Differences in handheld devices vs PCs. Technology in Society, 64, 101525.
  7. Berman, B. & Pollack, D. (2021). Strategies for the successful implementation of augmented reality. Business Horizons, 64(5), 621–630.
  8. Bilgihan, A., Kandampully, J. & Zhang, T. (2016). Towards a unified customer experience in online shopping environments: Antecedents and outcomes. International Journal of Quality and Service Sciences, 8(1), 102–119.
  9. Bonetti, F. & Perry, P. (2017). A review of consumer-facing digital technologies across different types of fashion store formats. In Advanced Fashion Technology and Operations Management, 137–163.
  10. Butt, A. H., Ahmad, H., Khan, N., Mumtaz, U. & Muzaffar, A. (2024). AI-powered augmented reality app satisfies my beauty needs and want. Review of Marketing Science, 22(1), 87–115.
  11. Capobianco-Uriarte, M. d. l. M., Casado-Belmonte, M. d. P., Marín-Carrillo, G. M. & Terán-Yépez, E. A. (2019). Bibliometric analysis of international competitiveness (1983–2017). Sustainability, 11(7), 1–22. Retrieved from https://doi.org/10.3390/su11071877
  12. Chakraborty, D., Bhatnagar, S. B., Biswas, W. & Khatua, A. K. (2025). What drives people to adopt grocery apps? The moderating role of household size. Business Perspectives and Research, 13(1), 11–33.
  13. Chen, C. H. & Zhai, W. (2023). Effects of visual cue state and type on the mobile user interface of shopping apps with 360° panoramas. Displays, 80, 102525.
  14. Chen, J. V., Ruangsri, S., Ha, Q. A. & Widjaja, A. E. (2022). An experimental study of consumers’ impulse buying behaviour in augmented reality mobile shopping apps. Behaviour & Information Technology, 41(15), 3360–3381.
  15. Chen, X. & Wong, K. (2023). The effect of gamification on online shopping experience: A systematic review. E-Commerce Review, 29(3), 201–219.
  16. Chen, Y. & Lin, C. A. (2022). Consumer behavior in an augmented reality environment: Exploring the effects of flow via augmented realism and technology fluidity. Telematics and Informatics, 71, 101833.
  17. Cobo, M. J., Lopez-Herrera, Á. G., Herrera-Viedma, E. & Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the fuzzy sets theory field. Journal of Informetrics, 5(1), 146–166.
  18. David, A., Senn, W. D., Peak, D. A., Prybutok, V. R. & Blankson, C. (2021). The value of visual quality and service quality to augmented reality enabled mobile shopping experience. Quality Management Journal, 28(3), 116–127.
  19. De Canio, F., Fuentes-Blasco, M. & Martinelli, E. (2021). Engaging shoppers through mobile apps: the role of gamification”. International Journal of Retail & Distribution Management, 49(7). 919–940. Retrieved from https://doi.org/10.1108/IJRDM-09-2020-0360
  20. Demoulin, N. & De Kerviler, G. (2026). Retailers’ asymmetrical integration of in-store and mobile channels: The moderating effects of search and experience goods. Electronic Commerce Research, 26, 999-1027. Retrieved from https://doi.org/10.1007/s10660-024-09931-5
  21. Donthu, N., Kumar, S., Mukherjee, D., Pandey, N. & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296.
  22. Figueiredo, A. E., Oliveira, V., Braga-da-Silveira, J., da Silva Brandão, A., Reinheimer, I. C., Poli-de-Figueiredo, C. E. & Friedrich, F. (2025). WCN25-2871 Hospitalization and mortality rates for chronic kidney disease and acute kidney injury in Brazil: A national database study. Kidney International Reports, 10(2), S304–S305.
  23. Flacandji, M. & Vlad, M. (2022). The relationship between retailer app use, perceived shopping value, and loyalty: The moderating role of deal proneness. International Journal of Retail & Distribution Management, 50(8/9), 981–995.
  24. Garcia, M., Lopez, D. & Perez, S. (2023). The digital transformation of shopping malls: trends and challenges. Journal of Retail Innovation, 18(2), 95–110.
  25. Ghazali, E. M., Rahman, W. N. A. & Mutum, D. S. (2022). Consumer engagement with visual content on Instagram: Impact of different features of posts by prominent brands. International Journal of E-Services and Mobile Applications, 14(1), 1-21.  Retrieved from https://doi.org/10.4018/IJESMA.295960
  26. Gipp, B., Meuschke, N. & Breitinger, C. (2014). Citation‐based plagiarism detection: Practicability of a large-scale scientific corpus. Journal of the Association for Information Science and Technology, 65(8), 1527–1540.
  27. Gonzalez, A. & Rodriguez, M. (2024). Global patterns in online consumer behavior: A bibliometric approach. International Journal of E-Commerce Studies, 12(1), 1–20.
  28. Hajli, M. N. (2015). Social commerce constructs and consumers’ intentions to buy. International Journal of Information Management, 35(2), 183–191.
  29. Hall, C. M. (2011). Publish and perish? Bibliometric analysis, journal ranking, and assessment of research quality in tourism. Tourism Management, 32(1), 16–27.
  30. Heim, H. (2023). Smart mirrors: Augmented, but not yet reality. Digital Fashion Innovations (pp. 125–143). CRC Press.
  31. Herold, P. & Tabari, S. (2024). Consumer buying intention through apps. Emerging Trends in Consumer Behaviour in the Service Sector (pp. 157).
  32. Hsu, W.-C., Lee, M.-H. & Zheng, K.-W. (2024). From virtual to reality: The power of augmented reality in triggering impulsive purchases. Journal of Retailing and Consumer Services, 76, 103604. Retrieved from https://doi.org/10.1016/j.jretconser.2023.103604
  33. Jiang, Q., Sun, J., Yang, C. & Gu, C. (2021). The impact of perceived interactivity and intrinsic value on users’ continuance intention to use mobile augmented reality virtual shoe-try-on functions. Systems, 10(1), 3.
  34. Kim, H.-Y., Lee, J. Y., Mun, J. M. & Johnson, K. K. P. (2017). Consumer adoption of smart in-store technology: Assessing the predictive value of attitude versus beliefs in the technology acceptance model. International Journal of Fashion Design, Technology and Education, 10(1), 26–36.
  35. Kim, J. H., Kim, M., Park, M. & Yoo, J. (2023). Immersive interactive technologies and virtual shopping experiences: Differences in consumer perceptions between augmented reality (AR) and virtual reality (VR). Telematics and Informatics, 77, 101936. Retrieved from https://doi.org/10.1016/j.tele.2022.101936
  36. Kim, M., Kim, J., Choi, J. & Trivedi, M. (2017). Mobile shopping through applications: Understanding application possession and mobile purchase. Journal of Interactive Marketing, 39(1), 55–68.
  37. Koli, A., Chowdhury, A. & Dhar, D. (2016). Requirement of new media features to enhance online shopping experiences of smartphone users. Intelligent Systems Technologies and Applications: Volume 2 (pp. 423–435). Springer.
  38. Kumar, A., Bala, P. K., Chakraborty, S. & Behera, R. K. (2024). Exploring antecedents impacting user satisfaction with the voice assistant app: A text-mining-based analysis of Alexa services. Journal of Retailing and Consumer Services, 76, 103586. Retrieved from https://doi.org/10.1016/j.jretconser.2023.103586
  39. Lopes JM, Gomes S, Lopes P, Silva A, Lourenço D, Esteves D, Cardoso M, Redondo V. (2023). Exploring the Role of Gamification in the Online Shopping Experience in Retail Stores: An Exploratory Study. Social Sciences, 12(4), 1-15. Retrieved from https://doi.org/10.3390/socsci12040235
  40. Lee, J.-W. & Kim, M. Y. (2022). Iterative cyclic model of Generation MZ’s consumer purchase decision journey for a fashion product. Journal of the Korean Society of Clothing and Textiles, 46(4), 638-656. Retrieved from https://doi.org/10.5850/JKSCT.2022.46.4.638
  41. Liu, X. & Shu, C. (2003). Determinants of export performance: Evidence from Chinese industries. Economics of Planning, 36(1), 45–67.
  42. Mankodiya, K., Martins, R., Francis, J., Garduno, E., Gandhi, R. & Narasimhan, P. (2013). Interactive shopping experiences in immersive store environments. Design, User Experience, and Usability. User Experience in Novel Technological Environments (pp. 372–382). Springer.
  43. Meegahapola, L. & Perera, I. (September 2017). Enhanced in-store shopping experience through smartphone-based mixed-reality applications. In 2017 Seventeenth International Conference on Advances in ICT for Emerging Regions (ICTer) (pp. 1–8). IEEE.
  44. Melese, E., Kumar, A., Prasad, R. K. & Alam, T. (2024). Export performance research over five decades: bibliometric analysis. Manthan: Journal of Commerce and Management, 11(2), 100–122.
  45. Molinillo, S., Aguilar-Illescas, R., Anaya-Sanchez, R. & Carvajal-Trujillo, E. (2022). Customer retail app experience: implications for customer loyalty. Journal of Retailing and Consumer Services, 65, 102842.
  46. Nunkoo, R., Shukla, A. & Mishra, A. (2024). Role of temporal distance, conspicuous consumption, and multisensory interfaces on consumer judgments in metaverse. Journal of Retailing and Consumer Services, 81, 104037.
  47. Nur, T. & Azzahra, H. (October, 2023). The influence of behavioral intention to use PayLater apps on consumptive behavior moderated by financial literacy. In 2023 5th International Conference on Cybernetics and Intelligent System (ICORIS) (pp. 1–6). IEEE.
  48. Ochoa Jiménez, S., García García, A. R., Valdez del Río, S., & Jacobo Hernández, C. A. (2022). Entrepreneurship in tourism studies in the 21st century: A bibliometric study of WOS and Scopus. SAGE Open, 12(2). Retrieved from https://doi.org/10.1177/21582440221102438
  49. Pantano, E. & Gandini, A. (2017). Exploring the forms of sociality mediated by innovative technologies in retail settings. Computers in Human Behavior, 77, 367–373.
  50. Pantano, E. & Gandini, A. (2018). Shopping as a “networked experience”: An emerging framework in the retail industry. International Journal of Retail & Distribution Management, 46(7), 690–704.
  51. Parise, S., Guinan, P. J. & Kafka, R. (2016). Solving the crisis of immediacy: How can digital technology transform customer experience? Business Horizons, 59(4), 411–420.
  52. Peng, F. & Al-Sayegh, M. (2014). Personalized virtual fitting for fashion. International Journal of Industrial Engineering and Management, 5(4), 233–240.
  53. Picot-Coupey, K., Krey, N., Huré, E. & Ackermann, C.-L. (2021). Still work and/or fun? Corroboration of hedonic and utilitarian shopping value scales. Journal of Business Research, 126, 578–588.
  54. Pop, R. A., Hlédik, E. & Dabija, D. C. (2023). Predicting consumers’ purchase intention through fast fashion mobile apps: The mediating role of attitude and the moderating role of COVID-19. Technological Forecasting and Social Change, 186, 122111.
  55. Ramos‐Rodríguez, A. R. & Ruíz‐Navarro, J. (2004). Changes in the intellectual structure of strategic management research: A bibliometric study of the Strategic Management Journal. 1980–2000. Strategic Management Journal, 25(10), 981–1004.
  56. Recalde, D., Jai, T. C. & Jones, R. P. (2024). I can find the right product with AR! Mediation effects of shopper engagement on intent to purchase beauty products. Journal of Retailing and Consumer Services, 78, 103764.
  57. Reges, K. E. A. & Costa, L. M. A. (2023). Augmented reality and smart retail: A study on user perception. REMark. Revista Brasileira de Marketing, 22(4), 1819–1847.
  58. Rese, A., Baier, D., Geyer-Schulz, A. & Schreiber, S. (2017). How augmented reality apps are accepted by consumers: A comparative analysis using scales and opinions. Technological Forecasting and Social Change, 124, 306–319.
  59. Rhee, H. L. & Lee, K. H. (2021). Enhancing the sneaker shopping experience through virtual fitting using augmented reality. Sustainability, 13(11): 6336.
  60. Riar, M., Xi, N., Korbel, J. J., Zarnekow, R. & Hamari, J. (2022). Using augmented reality for shopping: a framework for AR-induced consumer behavior, literature review, and future agenda. Internet Research, 33(1), 242–279.
  61. Roslan, M. A. A. & Haron, H. (2024). Designing smart shopping cart mobile applications (SmartCart) using the mobile application development lifecycle. International Journal of Information Technology and Computer Science, 16(4), 66–81.
  62. Ruiz-Real, J. L., Uribe-Toril, J., Torres, J. A. & De Pablo, J. (2021). Artificial intelligence in business and economics research: Trends and future. Journal of Business Economics and Management, 22(1), 98–117.
  63. Rusly, F., Ahmi, A., Yakimin, Y., Talib, A. & Rosli, K. (2019). Global perspective on payroll system patents and research: bibliometric performance. International Journal of Recent Technology and Engineering, 8(2), 148–157.
  64. Salamzadeh, A., Ebrahimi, P., Soleimani, M. & Fekete-Farkas, M. (2022). Grocery apps and consumer purchase behavior: Application of Gaussian mixture model and multilayer perceptron algorithm. Journal of Risk and Financial Management, 15(10): 424.
  65. Saleem, M., Kamarudin, S., Shoaib, H. M. & Nasar, A. (2022). Retail consumers’ behavioral intention to use augmented reality mobile apps in Pakistan. Journal of Internet Commerce, 21(4), 497–525.
  66. Salgado Sequeiros, J., Molina-Collado, A., Gómez-Rico, M. & Basil, D. (2022). Examining 50 years of social marketing through bibliometric and science mapping analyses. Journal of Social Marketing, 12(3), 296–314. Retrieved from https://doi.org/10.1108/JSOCM-06-2021-0145
  67. Scholz, J. & Duffy, K. (2018). We ARe at home: How augmented reality reshape mobile marketing and consumer-brand relationships? Journal of Retailing and Consumer Services, 44, 11–23.
  68. Sharma, R., Sraha, G. & Crick, D. (2018). Export promotion programs and export performance of Ghanaian firms. International Marketing Review, 35(4), 661–682.
  69. Smith, A. & Johnson, L. (2021). Security and trust in mobile commerce: Emerging frameworks. Journal of Mobile Business, 19(4), 45–62.
  70. Smith, T., Lee, H. & Martin, J. (2024). Enhancing user experience in retail apps through personalization. Journal of Consumer Research, 50(2), 210–230.
  71. Soni, M., Jain, K. & Kumar, B. (2019). Factors affecting the adoption of fashion mobile shopping applications. Journal of Global Fashion Marketing, 10(4), 358–376.
  72. Sousa, N., Alén, E., Losada, N. & Melo, M. (2022). Virtual reality in tourism promotion: A research agenda based on a bibliometric approach. Journal of Quality Assurance in Hospitality & Tourism, 1–30.
  73. Sweileh, W., Al-Jabi, S., AbuTaha, A., Zyoud, S., Anayah, F. & Sawalha, A. (2017). Bibliometric analysis of worldwide scientific literature on mobile health: 2006–2016. BMC Medical Informatics and Decision Making, 17(1). Retrieved from https://doi.org/10.1186/s1 2911-017-0476-7
  74. Tang, J., Zhang, B. & Akram, U. (2020). User willingness to purchase applications on intelligent mobile devices: Evidence from app stores. Asia Pacific Journal of Marketing and Logistics, 32(8), 1629–1649.
  75. Tsai, Y. T., Wang, S. C., Yan, K. Q. & Chang, C. M. (2017). Precise positioning of marketing and behavioral intentions of location-based mobile commerce on the Internet of Things. Symmetry, 9(8), 139.
  76. Tupikovskaja-Omovie, Z. & Tyler, D. J. (2022). Experienced versus inexperienced mobile users: eye-tracking fashion consumers’ shopping behavior on smartphones. International Journal of Fashion Design, Technology and Education, 15(2), 178–186.
  77. Tupikovskaja-Omovie, Z. & Tyler, D. (2020). Clustering consumers’ shopping journeys: Eye tracking fashion m-retail. Journal of Fashion Marketing and Management, 24(3), 381–398.
  78. Wagner, G., Schramm-Klein, H. & Steinmann, S. (2020). Online retailing across e-channels and e-channel touchpoints: empirical studies of consumer behavior in a multichannel e-commerce environment. Journal of Business Research, 107, 256–270.
  79. Wang, Y., Hong, S. & Lou, Z. (2020). Gamification in e-commerce: A study on user engagement and loyalty programs. Journal of Business Research, 118, 256–264.
  80. Wang, Y., Ko, E. & Wang, H. (2022). Augmented reality (AR) apps are used in the beauty product industry for consumer purchase intention. Asia Pacific Journal of Marketing and Logistics, 34(1), 110–131.
  81. Williams, R. & Brown, T. (2023). Chatbots in retail apps: Bibliometric review. Journal of Service Technology, 44(1), 33–49.
  82. Xie, Z. & Or, C. K. (2023). Consumer preferences for purchasing mHealth apps: Discrete choice experiments. JMIR mHealth and uHealth, 11(1), e25908.
  83. Yang, S., Carlson, J. R. & Chen, S. (2020). How augmented reality affects advertising effectiveness: The mediating effects of curiosity and attention toward the ad. Journal of Retailing and Consumer Services, 54, 102020.
  84. Yılmaz, K. & Temizkan, V. (2020). Smart shopping experience of customers using mobile applications: A field research in Karabuk, Turkey. Gaziantep University Journal of Social Sciences, 19(3), 1237–1254.
  85. Yin, Y. (September 2021). Exploration study of smart retail service design for older customers in the UK Kingdom. In 2021 26th International Conference on Automation and Computing (ICAC) (pp. 1–6). IEEE.
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