Aichner, T., & Gruber, B. (2017). Managing customer touchpoints and customer satisfaction in B2B mass customization: A case study. International Journal of Industrial Engineering and Management, 8(3), 131–140.
Åkesson, M., Edvardsson, B., & Tronvoll, B. (2014). Regular issue paper: Customer experience from a self-service system perspective. Journal of Service Management, 25(5), 677–698. https://doi.org/10.1108/JOSM-01-2013-0016.
Anderl, E., Becker, I., von Wangenheim, F., & Schumann, J. H. (2016). Mapping the customer journey: Lessons learned from graph-based online attribution modeling. International Journal of Research in Marketing, 33(3), 457–474. https://doi.org/10.1016/j.ijresmar.2016.03.001.
Anderl, E., Schumann, J. H., & Kunz, W. (2016). Helping Firms Reduce Complexity in Multichannel Online Data: A New Taxonomy-Based Approach for Customer Journeys. Journal of Retailing, 92(2), 185–203. https://doi.org/10.1016/j.jretai.2015.10.001.
Aoki, K., Obeng, E., Borders, A. L., & Lester, D. H. (2019). Can brand experience increase customer contribution: How to create effective sustainable touchpoints with customers? Journal of Global Scholars of Marketing Science, 29(1), 51–62. https://doi.org/10.1080/21639159.2018.1551728.
Arkadan, F., Macdonald, E. K., & Wilson, H. N. (2024). Customer experience orientation: Conceptual model, propositions, and research directions. *Journal of the Academy of Marketing Science*, *52*, 1560–1584. [https://doi.org/10.1007/s11747-024-01031-y]
Bahoo, S., Alon, I., & Paltrinieri, A. (2020). Corruption in international business: A review and research agenda. International Business Review, 29(4), Article 101660.https://doi.org/10.1016/j.ibusrev.2019.101660.
Ballestar, M. T., Grau-Carles, P., & Sainz, J. (2018). Customer segmentation in e- commerce: Applications to the cashback business model. Journal of Business Research, 88, 407–414. https://doi.org/10.1016/j.jbusres.2017.11.047.
Barari, M., & Furrer, O. (2018). The customer experience ecosystem in two cultural contexts. Journal of financial services marketing, 23(3–4), 234–243. https://doi.org/10.1057/s41264-018-0053-x.
Barari, M., Ross, M., Thaichon, S., & Surachartkumtonkun, J. (2020). A meta-analysis of customer engagement behaviour. International Journal of Consumer Studies. https://doi.org/10.1111/ijcs.12609.
Barbosa, B., Saura, J. R., & Bennett, D. (2024). How do entrepreneurs perform digital marketing across the customer journey? A review and discussion of the main uses. The Journal of Technology Transfer, 49(1), 69-103.
Barile, S., Ciasullo, M. V., Troisi, O., & Sarno, D. (2017). The role of technology and institutions in tourism service ecosystems: Findings from a case study. TQM Journal, 29(6), 811–833. https://doi.org/10.1108/TQM-06-2017-0068.
Barker, D. (2011). Customer data integration: Reaching more consumers with certainty. Journal of Database Marketing and Customer Strategy Management, 18(3), 214–219.https://doi.org/10.1057/dbm.2011.19.
Barwitz, N., & Maas, P. (2018). Understanding the Omnichannel customer journey: Determinants of interaction choice. Journal of interactive marketing, 43, 116–133. https://doi.org/10.1016/j.intmar.2018.02.001.
Baxendale, S., Macdonald, E. K., & Wilson, H. N. (2015). The Impact of Different Touchpoints on Brand Consideration. Journal of Retailing, 91(2), 235–253. https://doi.org/10.1016/j.jretai.2014.12.008.
Becker, L., & Jaakkola, E. (2020). Customer experience: Fundamental premises and implications for research. Journal of the academy of marketing science, 48, 630–648. https://doi.org/10.1007/s11747-019-00718-x.
Becker, A., Tueanrat, Y., Jaakkola, E., & Papagiannidis, S. (2020). Service journey quality: Conceptualization, measurement and customer outcomes. *Journal of Service Management*, *31*(5), 689–712. [https://doi.org/10.1108/JOSM-06-2020-0233]
Berman, B. (2020). Paths to Purchase: The Seven Steps of Customer Purchase Journey Mapping. Rutgers Business Review, 5(1), 84–100.
Bhide, M., Negi, S., Subramaniam, L. V., & Gupta, H. (2009). Customer-focused service management for contact centers. IBM Journal of Research & Development, 53(6), 9:1-9:12. doi: https://doi.org/10.1147/jrd.2009.5429037.
Bijmolt, T. H., Broekhuis, M., de Leeuw, S., Hirche, C., Rooderkerk, R. P., Sousa, R., & Zhu, S. X. (2019). Challenges at the marketing–operations interface in omni-channel retail environments. Journal of Business Research. https://doi.org/10.1016/j.jbusres.2019.11.034.
Blackie, R. (2015). Do you know what you’re doing in social. Journal of Direct, Data and Digital Marketing Practice, 16(4), 282–284. https://doi.org/10.1057/dddmp.2015.24.
Bolton, R. N., Gustafsson, A., McColl-Kennedy, J., Sirianni, N. J., & Tse, D. K. (2014). Small details that make big differences: A radical approach to consumption experience as a firm’s differentiating strategy. Journal of Service Management, 25(2),253–274. https://doi.org/10.1108/JOSM-01-2014-0034.
Booth, A. (2004). Formulating answerable questions. Evidence Based Practice: An Information Professional’s Handbook. Eds. Andrew Booth and Anne Brice. London: Facet, 200, 61-70.
Botschen, G., & Wegerer, P. K. (2017). Brand-driven retail format innovation: A conceptual framework. International Journal of Retail and Distribution Management, 45(7–8), 874–891. https://doi.org/10.1108/IJRDM-10-2016-0181.
Breidbach, C. F., Brodie, R., & Hollebeek, L. (2014). Beyond virtuality: From engagement platforms to engagement ecosystems. Managing Service Quality, 24(6), 592–611.https://doi.org/10.1108/MSQ-08-2013-0158.
Canabal, A., & White, G. O., III (2008). Entry mode research: Past and future. International Business Review, 17(3), 267–284. https://doi.org/10.1016/j.ibusrev.2008.01.003.
Canfield, D. D. S., & Basso, K. (2017). Integrating Satisfaction and Cultural Background in the Customer Journey: A Method Development and Test. Journal of International Consumer Marketing, 29(2), 104–117. https://doi.org/10.1080/08961530.2016.1261647.
Cassab, H., & MacLachlan, D. L. (2009). A consumer-based view of multi-channel service. Journal of Service Management, 20(1), 52–75. https://doi.org/10.1108/09564230910936850.
Chaussabel, D., & Sher, A. (2002). Mining microarray expression data by literature profiling. Genome biology, 3(10), 1–16. https://doi.org/10.1186/gb-2002-3-10-research0055.
Chen, J. V., Kyaw, P. L. N., & Ross, W. H., Jr. (2008). The customer journey when purchasing a new mobile phone: Testing a dual mediation model. Journal of Direct, Data and Digital Marketing Practice, 10(2), 116–132. https://doi.org/10.1057/dddmp.2008.32.
Cheng, M., Anderson, C. K., Zhu, Z., & Choi, S. C. (2018). Service online search ads: From a consumer journey view. Journal of Services Marketing, 32(2), 126–141. https://doi.org/10.1108/jsm-06-2016-0224.
Clarke, D. W., Perry, P., & Denson, H. (2012). The sensory retail environment of small fashion boutiques. Journal of Fashion Marketing and Management, 16(4), 492–510. https://doi.org/10.1108/13612021211265872.
Clatworthy, S. (2011). Service innovation through touch-points: Development of an innovation toolkit for the first stages of new service development. International Journal of Design, 5(2), 15–28.
Crosier, A., & Handford, A. (2012). Customer journey mapping as an advocacy tool for disabled people: A case study. Social Marketing Quarterly, 18(1), 67–76. https://doi.org/10.1177/1524500411435483.
Croteau, A. M., & Li, P. (2003). Critical success factors of CRM technological initiatives. Canadian Journal of Administrative Sciences, 20(1), 21–34. https://doi.org/10.1111/j.1936-4490.2003.tb00303.x.
D’Andrade, R. (1991). The identification of schemas in naturalistic data. In M. J. Horowitz (Ed.), Person schemas and maladaptive interpersonal patterns (pp.279–301). Chicago: University of Chicago Press.
Dabi´c, M., Vlaˇci´c, B., Paul, J., Dana, L.-P., Sahasranamam, S., & Glinka, B. (2020). Immigrant entrepreneurship: A review and research agenda. Journal of Business Research, 113, 25–38. https://doi.org/10.1016/j.jbusres.2020.03.013.
Danaher, P. J., & Van Heerde, H. J. (2018). Delusion in attribution: Caveats in using attribution for multimedia budget allocation. Journal of Marketing Research, 55(5), 667–685. https://doi.org/10.1177/0022243718802845.
Davi, A., Haughton, D., Nasr, N., Shah, G., Skaletsky, M., & Spack, R. (2005). A review of two text-mining packages: SAS TextMining and WordStat. The American Statistician,59(1), 89–103. https://doi.org/10.2307/27643624.
Davlembayeva, D., Papagiannidis, S., & Alamanos, E. (2019). Mapping the economics, social and technological attributes of the sharing economy. Information Technology & People, 33(3), 841–872. https://doi.org/10.1108/ITP-02-2018-0085.
de Bellis, E., & Johar, G. (2020). Autonomous Shopping Systems: Identifying and Overcoming Barriers to Consumer Adoption. Journal of Retailing. https://doi.org/10.1016/j.jretai.2019.12.004.
De Keyser, A., Schepers, J., & Konus¸ , U. (2015). Multichannel customer segmentation: Does the after-sales channel matter? A replication and extension. International Journal of Research in Marketing, 32(4), 453–456. https://doi.org/10.1016/j.ijresmar.2015.09.005.
De Vries, G., Rietkerk, M., & Kooger, R. (2019). The hassle factor as a psychological barrier to a green home. Journal of Consumer Policy, 1–8. https://doi.org/10.1007/s10603-019-09410-7.
Del Bucchia, C., Miltgen, C. L., Russell, C. A., & Burlat, C. (2020). Empowerment as latent vulnerability in techno-mediated consumption journeys. Journal of Business Research. https://doi.org/10.1016/j.jbusres.2020.03.014.
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. https://doi.org/10.2139/ssrn.3102773.
Demmers, J., Weltevreden, J. W., & van Dolen, W. M. (2020). Consumer Engagement with Brand Posts on Social Media in Consecutive Stages of the Customer Journey. International Journal of Electronic Commerce, 24(1), 53–77. https://doi.org/10.1080/10864415.2019.1683701.
Denyer, D., & Tranfield, D. (2009). Producing a systematic review. In D. Buchanan, & A. Bryman (Eds.), The Sage handbook of organizational research methods (pp.671–689). London: SAGE Publications Ltd.
Dhebar, A. (2013). Toward a compelling customer touchpoint architecture. Business Horizons, 56(2), 199–205. https://doi.org/10.1016/j.bushor.2012.11.004.
Donthu, N., Kumar, S., & Pattnaik, D. (2020). Forty-five years of journal of business research: A bibliometric analysis. Journal of Business Research, 109, 1–14. https://doi.org/10.1016/j.jbusres.2019.10.039.
Edelman, D. C., & Singer, M. (2015). Competing on customer journeys. Harvard Business Review, 93(11), 88–100.
Ellway, B. P. W. (2014). The voice-to-technology (V2T) encounter and the call centre servicescape: Navigation, spatiality and movement. Journal of Service Management, 25(3), 349–368. https://doi.org/10.1108/JOSM-01-2013-0022.
Farah, M. F., & Ramadan, Z. B. (2017). Disruptions versus more disruptions: How the Amazon dash button is altering consumer buying patterns. Journal of Retailing and Consumer Services, 39, 54–61. https://doi.org/10.1016/j.jretconser.2017.07.005.
Farah, M. F., Ramadan, Z. B., & Harb, D. H. (2019). The examination of virtual reality at the intersection of consumer experience, shopping journey and physical retailing. Journal of Retailing and Consumer Services, 48, 136–143. https://doi.org/10.1016/j.jretconser.2019.02.016.
Faulds, D. J., Mangold, W. G., Raju, P., & Valsalan, S. (2018). The mobile shopping revolution: Redefining the consumer decision process. Business Horizons, 61(2),323–338. https://doi.org/10.1016/j.bushor.2017.11.012.
Flavi´an, C., Ib´a˜nez-S´anchez, S., & Orús, C. (2019). The impact of virtual, augmented and mixed reality technologies on the customer experience. Journal of Business Research,100, 547–560. https://doi.org/10.1016/j.jbusres.2018.10.050.
Følstad, A., & Kvale, K. (2018a). Applying Transactional NPS for Customer Journey Insight: Case Experiences and Lessons Learned. Services Marketing Quarterly, 39(3), 208–224. https://doi.org/10.1080/15332969.2018.1471956.
Følstad, A., & Kvale, K. (2018b). Customer journeys: A systematic literature review. Journal of Service Theory and Practice, 28(2), 196–227. https://doi.org/10.1108/jstp-11-2014-0261.
Fornari, E., Fornari, D., Grandi, S., Menegatti, M., & Hofacker, C. F. (2016). Adding store to web: Migration and synergy effects in multi-channel retailing. International Journal of Retail and Distribution Management, 44(6), 658–674. https://doi.org/10.1108/IJRDM-07-2015-0103.
Gao, L., Melero, I., & Sese, F. J. (2019). Multichannel integration along the customer journey: A systematic review and research agenda. The Service Industries Journal, 1–32. https://doi.org/10.1080/02642069.2019.1652600.
George, M., & Wakefield, K. L. (2018). Modeling the consumer journey for membership services. Journal of Services Marketing. https://doi.org/10.1108/jsm-03-2017-0071.
Gilal, F. G., Zhang, J., Paul, J., & Gilal, N. G. (2019). The role of self-determination theory in marketing science: An integrative review and agenda for research. European Management Journal, 37(1), 29–44. https://doi.org/10.1016/j.emj.2018.10.004.
Goyal, K., & Kumar, S. (2020). Financial literacy: A systematic review and bibliometric analysis. International Journal of Consumer Studies. https://doi.org/10.1111/ijcs.12605.
Grewal, D., & Roggeveen, A. L. (2020). Understanding Retail Experiences and Customer Journey Management. Journal of Retailing, 96(1), 3–8. https://doi.org/10.1016/j.jretai.2020.02.002.
Hall, A., & Towers, N. (2017). Understanding how Millennial shoppers decide what to buy: Digitally connected unseen journeys. International Journal of Retail and Distribution Management, 45(5), 498–517. https://doi.org/10.1108/IJRDM-11-2016-0206.
Halvorsrud, R., Kvale, K., & Følstad, A. (2016). Improving service quality through customer journey analysis. Journal of Service Theory and Practice, 26(6), 840–867.https://doi.org/10.1108/JSTP-05-20150111.
Hamilton, R., Ferraro, R., Haws, K. L., & Mukhopadhyay, A. (2020). Traveling with Companions: The Social Customer Journey. Journal of Marketing, 96(1), 3–8. https://doi.org/10.1177/0022242920908227.
Hamilton, R., Thompson, D., Bone, S., Chaplin, L. N., Griskevicius, V., Goldsmith, K., …Zhu, M. (2019). The effects of scarcity on consumer decision journeys. Journal of the academy of marketing science, 47(3), 532–550. https://doi.org/10.1007/s11747-018-0604-7.
Hasson, F., Keeney, S., & McKenna, H. (2000). Research guidelines for the Delphi survey technique. Journal of advanced nursing, 32(4), 1008–1015. https://doi.org/10.1046/j.1365-2648.2000.t01-1-01567.x.
Hemetsberger, A., Kreuzer, M., & Klien, M. (2019). From caterpillar to butterfly: Experiencing spirituality via body transformation. Journal of Marketing Management, 35(5–6), 540–564. https://doi.org/10.1080/0267257X.2018.1554598.
Herhausen, D., Kleinlercher, K., Verhoef, P. C., Emrich, O., & Rudolph, T. (2019). Loyalty Formation for Different Customer Journey Segments. Journal of Retailing, 95(3), 9–29. https://doi.org/10.1016/j.jretai.2019.05.001.
Hickman, E., Kharouf, H., & Sekhon, H. (2019). An omnichannel approach to retailing: Demystifying and identifying the factors influencing an omnichannel experience. The International Review of Retail, Distribution and Consumer Research, 30(3), 266–288. https://doi.org/10.1080/09593969.2019.1694562.
Hildebrand, C., & Schlager, T. (2019). Focusing on others before you shop: Exposure to Facebook promotes conventional product configurations. Journal of the academy of marketing science, 47(2), 291–307. https://doi.org/10.1007/s11747-018-0599-0.
Hilken, T., Heller, J., Chylinski, M., Keeling, D. I., Mahr, D., & de Ruyter, K. (2018). Making omnichannel an augmented reality: The current and future state of the art. Journal of Research in Interactive Marketing, 12(4), 509–523. https://doi.org/10.1108/jrim-01-2018-0023.
Hollebeek, L. D., Clark, M. K., Andreassen, T. W., Sigurdsson, V., & Smith, D. (2020). Virtual reality through the customer journey: Framework and propositions. Journal of Retailing and Consumer Services, 55, Article 102056. https://doi.org/10.1016/j.jretconser.2020.102056.
Hosseini, S., Merz, M., R¨oglinger, M., & Wenninger, A. (2018). Mindfully going omni- channel: An economic decision model for evaluating omni-channel strategies. Decision Support Systems, 109, 74–88. https://doi.org/10.1016/j.dss.2018.01.010.
Hu, T.-I., & Tracogna, A. (2020). Multichannel customer journeys and their determinants: Evidence from motor insurance. Journal of Retailing and Consumer Services, 54, Article 102022. https://doi.org/10.1016/j.jretconser.2019.102022.
Hur´e, E., Picot-Coupey, K., & Ackermann, C. L. (2017). Understanding omni-channel shopping value: A mixed-method study. Journal of Retailing and Consumer Services,39, 314–330. https://doi.org/10.1016/j.jretconser.2017.08.011.
Ieva, M., & Ziliani, C. (2018a). Mapping touchpoint exposure in retailing: Implications for developing an omnichannel customer experience. International Journal of Retail & Distribution Management, 46(3), 304–322. https://doi.org/10.1108/ijrdm-04-2017-0097.
Ieva, M., & Ziliani, C. (2018b). The role of customer experience touchpoints in driving loyalty intentions in services. The TQM Journal, 30(5), 444–457. https://doi.org/10.1108/TQM-11-2017-0141.
Jocevski, M., Arvidsson, N., Miragliotta, G., Ghezzi, A., & Mangiaracina, R. (2019). Transitions towards omni-channel retailing strategies: A business model perspective. International Journal of Retail & Distribution Management, 47(2), 78–93. https://doi.org/10.1108/ijrdm-08-2018-0176.
Johnson, R. B., Onwuegbuzie, A. J., & Turner, L. A. (2007). Toward a definition of mixed methods research. Journal of mixed methods research, 1(2), 112–133. https://doi.org/10.1177/1558689806298224.
Jones, M. V., Coviello, N., & Tang, Y. K. (2011). International entrepreneurship research (1989–2009): A domain ontology and thematic analysis. Journal of business venturing, 26(6), 632–659. https://doi.org/10.1016/j.jbusvent.2011.04.001.
Kaczorowskaspychalska, D. (2017). Consumer perspective of omnichannel commerce. Omnichannel commerce z punktu widzenia konsumenta., 21(2), 95–108. https://doi.org/10.1515/manment-2017-0007.
Kahiya, E. T. (2018). Five decades of research on export barriers: Review and future directions. International Business Review, 27(6), 1172–1188. https://doi.org/10.1016/j.ibusrev.2018.04.008.
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.
Kannan, P. K., Reinartz, W., & Verhoef, P. C. (2016). The path to purchase and attribution modeling: Introduction to special section. International Journal of Research in Marketing, 33(3), 449–456. https://doi.org/10.1016/j.ijresmar.2016.07.001.
Kanuri, V. K., & Andrews, M. (2019). The Unintended Consequence of Price-Based Service Recovery Incentives. Journal of Marketing, 83(5), 57–77. https://doi.org/10.1177/0022242919859325.
Kerr, G., & Kelly, L. (2019). Travel insurance: The attributes, consequences, and values of using travel insurance as a risk-reduction strategy. Journal of Travel & Tourism Marketing, 36(2), 191–203. https://doi.org/10.1080/10548408.2018.1506376.
Khanna, M., Jacob, I., & Yadav, N. (2014). Identifying and analyzing touchpoints for building a higher education brand. Journal of Marketing for Higher Education, 24(1),122–143. https://doi.org/10.1080/08841241.2014.920460.
Klaus, P. (2013). The case of Amazon.com: Towards a conceptual framework of online customer service experience (OCSE) using the emerging consensus technique (ECT). Journal of Services Marketing, 27(6), 443–457. https://doi.org/10.1108/JSM-02-2012-0030.
Knoll, J., & Matthes, J. (2017). The effectiveness of celebrity endorsements: A meta-analysis. Journal of the academy of marketing science, 45(1), 55–75. https://doi.org/10.1007/s11747-016-0503-8.
Koetz, C. (2019). Managing the customer experience: A beauty retailer deploys all tactics. Journal of Business Strategy, 40(1), 10–17. https://doi.org/10.1108/jbs-09- 2017-0139.
Kotni, V. D. P. (2017). Paradigm Shift from Attracting Footfalls for Retail Store to Getting Hits for E-stores: An Evaluation of Decision-making Attributes in E-tailing. Global Business Review, 18(5), 1215–1237. https://doi.org/10.1177/0972150917710133.
Kranzbühler, A. M., Kleijnen, M. H., Morgan, R. E., & Teerling, M. (2018). The multilevel nature of customer experience research: An integrative review and research agenda. International Journal of Management Reviews, 20(2), 433–456. https://doi.org/10.1111/ijmr.12140.
Kranzbühler, A. M., Kleijnen, M. H., & Verlegh, P. W. (2019). Outsourcing the pain, keeping the pleasure: Effects of outsourced touchpoints in the customer journey. Journal of the academy of marketing science, 47(2), 308–327. https://doi.org/10.1007/s11747-018-0594-5.
Kuehnl, C., Jozic, D., & Homburg, C. (2019). Effective customer journey design: Consumers’ conception, measurement, and consequences. Journal of the academy of marketing science, 47(3), 551–568. https://doi.org/10.1007/s11747-018-00625-7.
Kumar, A., Paul, J., & Unnithan, A. B. (2020). ‘Masstige’marketing: A review, synthesis and research agenda. Journal of Business Research, 113, 384–398. https://doi.org/10.1016/j.jbusres.2019.09.030.
Kuuru, T.-K., & N¨arv¨anen, E. (2019). Embodied interaction in customer experience: A phenomenological study of group fitness. Journal of Marketing Management, 35(13–14), 1241–1266. https://doi.org/10.1080/0267257x.2019.1649295.
Lee, K.-W., Lanting, M. C. L., & Rojdamrongratana, M. (2017). Managing customer life cycle through knowledge management capability: A contextual role of information technology. Total Quality Management & Business Excellence, 28(13–14), 1559–1583. https://doi.org/10.1080/14783363.2016.1150779.
Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80(6), 69–96. https://doi.org/10.1509/jm.15.0420.
Li, H., & Kannan, P. K. (2014). Attributing conversions in a multichannel online marketing environment: An empirical model and a field experiment. Journal of Marketing Research, 51(1), 40–56. https://doi.org/10.1509/jmr.13.0050.
Lim, J. S., Al-Aali, A., & Heinrichs, J. H. (2015). Impact of satisfaction with e-retailers’ touch points on purchase behavior: The moderating effect of search and experience product type. Marketing Letters, 26(2), 225–235. https://doi.org/10.1007/s11002-014-9334-x.
Lu, Y., Papagiannidis, S., & Alamanos, E. (2018). Internet of Things: A systematic review of the business literature from the user and organisational perspectives. Technological Forecasting and Social Change, 136, 285–297. https://doi.org/10.1016/j.techfore.2018.01.022.
Lynch, S., & Barnes, L. (2020). Omnichannel fashion retailing: Examining the customer decision-making journey. Journal of Fashion Marketing and Management: An International Journal.. https://doi.org/10.1108/JFMM-09-2019-0192.
Majra, H., Saxena, R., Jha, S., & Jagannathan, S. (2016). Structuring Technology Applications for Enhanced Customer Experience: Evidence from Indian Air Travellers. Global Business Review, 17(2), 351–374. https://doi.org/10.1177/0972150915619813.
Mangiaracina, R., Brugnoli, G., & Perego, A. (2009). The ecommerce customer journey: A model to assess and compare the user experience of the ecommerce websites. Journal of Internet Banking and Commerce, 14(3).
Manser Payne, E., Peltier, J. W., & Barger, V. A. (2017). Omni-channel marketing, integrated marketing communications and consumer engagement: A research agenda. Journal of Research in Interactive Marketing, 11(2), 185–197. https://doi.org/10.1108/JRIM-08-2016-0091.
Marikyan, D., Papagiannidis, S., & Alamanos, E. (2019). A systematic review of the smart home literature: A user perspective. Technological Forecasting and Social Change, 138,139–154. https://doi.org/10.1016/j.techfore.2018.08.015.
Marino, V., & Presti, L. L. (2018). Engagement, satisfaction and customer behavior-based CRM performance. Journal of Service Theory and Practice, 28(5), 682–707. https://doi.org/10.1108/jstp-11-2017 0222.
Martín-Martín, A., Orduna-Malea, E., Thelwall, M., & L´opez-C´ozar, E. D. (2018). Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories. Journal of Informetrics, 12(4), 1160–1177. https://doi.org/10.1016/j.joi.2018.09.002.
McColl-Kennedy, J. R., Gustafsson, A., Jaakkola, E., Klaus, P., Radnor, Z. J., Perks, H., & Friman, M. (2015). Fresh perspectives on customer experience. Journal of Services Marketing, 29(6–7), 430–435. https://doi.org/10.1108/JSM-01-2015-0054.
McColl-Kennedy, J. R., Zaki, M., Lemon, K. N., Urmetzer, F., & Neely, A. (2019). Gaining customer experience insights that matter. Journal of Service Research, 22(1), 8–26. https://doi.org/10.1177/1094670518812182.
McKechnie, D. S., Grant, J., & Shabbir Golawala, F. (2011). Partitioning service encounters into touchpoints to enhance quality. International Journal of Quality and Service Sciences, 3(2), 146–165. https://doi.org/10.1108/17566691111146069.
Mele, C., Hollebeek, L. D., Di Bernardo, I., & Russo Spena, T. (2025). Unravelling the customer journey: A conceptual framework and research agenda. *Technological Forecasting and Social Change*, *211*, 123916. [https://doi.org/10.1016/j.techfore.2024.123916]
Meyer, C., & Schwager, A. (2007). Understanding customer experience. Harvard Business Review, 85(2), 116–126.
Micheaux, A., & Bosio, B. (2019). Customer journey mapping as a new way to teach data- driven marketing as a service. Journal of Marketing Education, 41(2), 127–140. https://doi.org/10.1177/0273475318812551.
Mishra, R., Singh, R. K., & Koles, B. (2020). Consumer decision-making in Omnichannel retailing: Literature review and future research agenda. International Journal of Consumer Studies, 1–28. https://doi.org/10.1111/ijcs.12617.
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group. (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. PLoS med, 6(7), e1000097. doi: https://doi.org/10.1371/journal.pmed.1000097.
Moon, H., Han, S. H., Chun, J., & Hong, S. W. (2016). A Design Process for a Customer Journey Map: A Case Study on Mobile Services. Human Factors & Ergonomics in Manufacturing & Service Industries, 26(4), 501–514. https://doi.org/10.1002/hfm.20673.
Muskat, M., Muskat, B., Zehrer, A., & Johns, R. (2013). Generation Y: Evaluating services experiences through mobile ethnography. Tourism Review, 68(3), 55–71. https://doi.org/10.1108/TR-02-2013-0007.
Nakano, S., & Kondo, F. N. (2018). Customer segmentation with purchase channels and media touchpoints using single source panel data. Journal of Retailing and Consumer Services, 41, 142–152. https://doi.org/10.1016/j.jretconser.2017.11.012.
Nakata, C., Izberk-Bilgin, E., Sharp, L., Spanjol, J., Cui, A. S., Crawford, S. Y., & Xiao, Y.(2019). Chronic illness medication compliance: A liminal and contextual consumer journey. Journal of the Academy of Marketing Science, 47(2), 192–215. https://doi.org/10.1007/s11747-018-0618-1.
Nam, H., & Kannan, P. (2020). Digital Environment in Global Markets: Cross-Cultural Implications for Evolving Customer Journeys. Journal of International Marketing, 28(1), 28–47. https://doi.org/10.1177/1069031x19898767.
Neslin, S. A. (2022). The omnichannel continuum: Integrating online and offline channels along the customer journey. Journal of retailing, 98(1), 111-132.
Norton, D. W., & Pine, B. J., II (2013). Using the customer journey to road test and refine the business model. Strategy and Leadership, 41(2), 12–17. https://doi.org/10.1108/10878571311318196.
Nunes, P. F., Bellin, J., Lee, I., & Schunck, O. (2013). Converting the nonstop customer into a loyal customer. Strategy and Leadership, 41(5), 48–53. https://doi.org/10.1108/SL-05-2013-0035.
Nystr¨om, A.-G., & Mickelsson, K.-J. (2019). Digital advertising as service: Introducing contextually embedded selling. Journal of Services Marketing, 33(4), 396–406. https://doi.org/10.1108/JSM-01-2018-0043/.
Olson, E. D., Arendt, S. W., FitzPatrick, E., Hauser, S., Rainville, A. J., Rice, B., & Lewis, K. L. (2019). Marketing Mechanisms Used for Summer Food Service Programs. Journal of Nonprofit & Public Sector Marketing, 1–23.
Palazón, M., López, M., Sicilia, M., & López, I. (2022). The customer journey: a proposal of indicators to evaluate integration and customer orientation. Journal of Marketing Communications, 28(5), 528-559.
Pallant, J. L., Sands, S., & Karpen, I. O. (2020). The 4Cs of mass customization in service industries: A customer lens. Journal of Services Marketing, 34(4), 499–511. https://doi.org/10.1108/JSM-04-2019-0176/.
Palmer, A., & Bejou, D. (2016). Retrospective: Service failure and loyalty: An exploratory empirical study of airline customers. Journal of Services Marketing, 30(5), 480–484. https://doi.org/10.1108/JSM-04-2016-0137.
Paluch, S., & Tuzovic, S. (2019). Persuaded self-tracking with wearable technology: Carrot or stick? Journal of Services Marketing, 33(4), 436–448. https://doi.org/10.1108/JSM-03-2018-0091.
Pantouvakis, A., & Gerou, A. (2022). The theoretical and practical evolution of customer journey and its significance in services sustainability. Sustainability, 14(15), 9610.
Panzera, A. D., Bryant, C. A., Hawkins, F., Goff, R., Napier, A., Schneider, T., …O’Rourke, K. (2017). Mapping a WIC Mother’s Journey: A Preliminary Analysis. Social Marketing Quarterly, 23(2), 137–154. https://doi.org/10.1177/1524500417692526.
Patti, C. H., van Dessel, M. M., & Hartley, S. W. (2020). Reimagining customer service through journey mapping and measurement. European Journal of Marketing. https://doi.org/10.1108/EJM-07-2019-0556.
Paul, J. (2019). Marketing in emerging markets: A review, theoretical synthesis and extension. International Journal of Emerging Markets. https://doi.org/10.1108/IJOEM-04-2017-0130.
Paul, J., & Benito, G. R. (2018). A review of research on outward foreign direct investment from emerging countries, including China: What do we know, how do we know and where should we be heading? Asia Pacific Business Review, 24(1), 90–115. https://doi.org/10.1080/13602381.2017.1357316.
Paul, J., & Criado, A. R. (2020). The art of writing literature review: What do we know and what do we need to know? International Business Review, 29(4), Article 101717. https://doi.org/10.1016/j.ibusrev.2020.101717.
Paul, J., & Mas, E. (2019). Toward a 7-P framework for international marketing. Journal of Strategic Marketing, 1–21. https://doi.org/10.1080/0965254X.2019.1569111.
Paul, J., Parthasarathy, S., & Gupta, P. (2017). Exporting challenges of SMEs: A review and future research agenda. Journal of world business, 52(3), 327–342. https://doi.org/10.1016/j.jwb.2017.01.003.
Paul, J., & Rosado-Serrano, A. (2019). Gradual internationalization vs born-global/ international new venture models. International Marketing Review, 36(6), 830–858. https://doi.org/10.1108/IMR-10-2018 0280.
Paul, J., & Singh, G. (2017). The 45 years of foreign direct investment research: Approaches, advances and analytical areas. The World Economy, 40(11), 2512–2527.https://doi.org/10.1111/twec.12502.
P´eladeau, N., & Stovall, C. (2005). Application of Provalis Research Corp.’s statistical content analysis text mining to airline safety reports. Retrieved from https://flight safety.org/files/Provalis_text_mining_report.pdf.
Peltier, J., Zahay, D., & Krishen, A. S. (2013). A hierarchical IMC data integration and measurement framework and its impact on CRM system quality and customer performance. Journal of Marketing Analytics, 1(1), 32–48. https://doi.org/10.1057/jma.2013.1.
Peterson, M., Gr¨one, F., Kammer, K., & Kirscheneder, J. (2010). Multi-channel customer management: Delighting consumers, driving efficiency. Journal of Direct, Data and Digital Marketing Practice, 12(1), 10–15. https://doi.org/10.1057/dddmp.2010.16.
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(4), 367–376. https://doi.org/10.1016/j.bushor.2009.03.001.
Ponsignon, F., Durrieu, F., & Bouzdine-Chameeva, T. (2017). Customer experience design: A case study in the cultural sector. Journal of Service Management, 28(4),763–787. https://doi.org/10.1108/JOSM-01-2017-0016.
Ponsignon, F., Smart, A., & Phillips, L. (2018). A customer journey perspective on service delivery system design: Insights from healthcare. International Journal of Quality & Reliability Management, 35(10), 2328–2347. https://doi.org/10.1108/ijqrm-03-2018-0073.
Prayag, G., & Ozanne, L. K. (2018). A systematic review of peer-to-peer (P2P) accommodation sharing research from 2010 to 2016: Progress and prospects from the multi-level perspective. Journal of Hospitality Marketing & Management, 27(6),649–678. https://doi.org/10.1080/19368623.2018.1429977.
Rana, J., & Paul, J. (2020). Health motive and the purchase of organic food: A meta- analytic review. International Journal of Consumer Studies, 44(2), 162–171. https://doi.org/10.1111/ijcs.12556.
Randhawa, K., Wilden, R., & Hohberger, J. (2016). A bibliometric review of open innovation: Setting a research agenda. Journal of Product Innovation Management, 33(6), 750–772. https://doi.org/10.1111/jpim.12312.
Rawson, A., Duncan, E., & Jones, C. (2013). The truth about customer experience. Harvard Business Review, 91(9), 90–98.
Richardson, A. (2010). Using customer journey maps to improve customer experience. Harvard Business Review, 15(1), 2–5.
Riffe, D., Lacy, S., & Fico, F. (2014). Analyzing media messages: Using quantitative content analysis in research (3rd ed.). Routledge.
Romaniuk, J., Beal, V., & Uncles, M. (2013). Achieving Reach in a Multi-Media Environment How a Marketer’s First Step Provides the Direction for the Second. Journal of Advertising Research, 53(2), 221230. https://doi.org/10.2501/JAR-53-2-221-230.
Rosado-Serrano, A., Paul, J., & Dikova, D. (2018). International franchising: A literature review and research agenda. Journal of Business Research, 85, 238–257. https://doi.org/10.1016/j.jbusres.2017.12.049.
Rosenbaum, M. S., Otalora, M. L., & Ramírez, G. C. (2017). How to create a realistic customer journey map. Business Horizons, 60(1), 143–150. https://doi.org/10.1016/j.bushor.2016.09.010.
Rosenbaum, M. S., Ramírez, G. C., & Matos, N. (2019). A neuroscientific perspective of consumer responses to retail greenery. The Service Industries Journal, 39(15–16),1034–1045. https://doi.org/10.1080/02642069.2018.1487406.
Rudkowski, J., Heney, C., Yu, H., Sedlezky, S., & Gunn, F. (2020). Here Today, Gone Tomorrow? Mapping and modeling the pop-up retail customer journey. Journal of Retailing and Consumer Services, 54, 1–25. https://doi.org/10.1016/j.jretconser.2018.11.003.
Rusthollkarhu, S., Toukola, S., Aarikka-Stenroos, L., & Mahlamäki, T. (2022). Managing B2B customer journeys in digital era: Four management activities with artificial intelligence-empowered tools. Industrial Marketing Management, 104, 241-257.
Salipante, P., Notz, W., & Bigelow, J. (1982). A matrix approach to literature reviews. Research in organizational behavior, 4, 321–348.
Santana, S., Thomas, M., & Morwitz, V. G. (2020). The role of numbers in the customer journey. Journal of Retailing, 96(1), 138–154. https://doi.org/10.1016/j.jretai.2019.09.005.
Schibrowsky, J. A., Peltier, J. W., & Nill, A. (2007). The state of internet marketing research: A review of the literature and future research directions. European Journal of Marketing, 41(7/8), 722–733. https://doi.org/10.1108/03090560710752366.
Schlegelmilch, B. B., & Simbrunner, P. (2019). Moral licensing and moral cleansing applied to company-NGO collaborations in an online context. Journal of Business Research, 95, 544–552. https://doi.org/10.1016/j.jbusres.2018.07.040.
Schmitt, A., Raisch, S., & Volberda, H. W. (2018). Strategic renewal: Past research, theoretical tensions and future challenges. International Journal of Management Reviews, 20(1), 81–98. https://doi.org/10.1111/ijmr.12117.
Scholz, M., Brenner, C., & Hinz, O. (2019). AKEGIS: Automatic keyword generation for sponsored search advertising in online retailing. Decision Support Systems, 119,96–106. https://doi.org/10.1016/j.dss.2019.02.001.
Schr¨oder, N., Falke, A., Hruschka, H., & Reutterer, T. (2019). Analyzing the browsing basket: A latent interests-based segmentation tool. Journal of Interactive Marketing, 47, 181–197. https://doi.org/10.1016/j.intmar.2019.05.003.
Shavitt, S., & Barnes, A. J. (2020). Culture and the consumer journey. Journal of Retailing, 96(1), 40–54. https://doi.org/10.1016/j.jretai.2019.11.009.
Singh, J., Nambisan, S., Bridge, R. G., & Brock, J. K.-U. (2020). One-voice strategy for customer engagement. Journal of Service Research, 1–24. https://doi.org/10.1177/1094670520910267.
Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104, 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039.
Stein, A., & Ramaseshan, B. (2016). Towards the identification of customer experience touch point elements. Journal of Retailing and Consumer Services, 30, 8–19. https://doi.org/10.1016/j.jretconser.2015.12.001.
Stein, A., & Ramaseshan, B. (2019). The customer experience–loyalty link: Moderating role of motivation orientation. Journal of Service Management, 31(1), 51–78. https://doi.org/10.1108/JOSM-04-2019-0113.
Steward, M. D., Narus, J. A., Roehm, M. L., & Ritz, W. (2019). From transactions to journeys and beyond: The evolution of B2B buying process modeling. Industrial Marketing Management, 83, 288–300. https://doi.org/10.1016/j.indmarman.2019.05.002.
Stockwell, S. (2015). Using live data and social amplification to drive fan engagement. Journal of Direct, Data and Digital Marketing Practice, 16(4), 275–277. https://doi.org/10.1057/dddmp.2015.23.
Stone, M., Machtynger, L., & Machtynger, J. (2015). Managing customer insight creatively through storytelling. Journal of Direct, Data and Digital Marketing Practice,17(2), 77–83. https://doi.org/10.1057/dddmp.2015.45.
Straker, K., Wrigley, C., & Rosemann, M. (2015). Typologies and touchpoints: Designing multi-channel digital strategies. Journal of Research in Interactive Marketing, 9(2),110–128. https://doi.org/10.1108/JRIM-06-2014-0039.
Sultan, A. J. (2018). Orchestrating service brand touchpoints and the effects on relational outcomes. Journal of Services Marketing, 32(6), 777–788. https://doi.org/10.1108/jsm-12-2016-0413.
Sultan, A. J. (2019). Identifying brand touchpoints to increase switching costs in the banking industry. International Journal of Bank Marketing, 38(3), 718–736. https://doi.org/10.1108/IJBM-07-2019-0255.
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(4), 454–470. https://doi.org/10.1177/1094670513481108.
Thomas, T. C., Epp, A. M., & Price, L. L. (2019). Journeying together: Aligning retailer and service provider roles with collective consumer practices. Journal of Retailing, 96(1), 9–24. https://doi.org/10.1016/j.jretai.2019.11.008.
Towers, A., & Towers, N. (2022). Framing the customer journey: touch point categories and decision-making process stages. International Journal of Retail & Distribution Management, 50(3), 317-341.
Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a methodology for developing evidence-informed management knowledge by means of systematic review. British journal of management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375.
Trischler, J., & Zehrer, A. (2012). Service design: Suggesting a qualitative multistep approach for analyzing and examining theme park experiences. Journal of Vacation Marketing, 18(1), 57–71. https://doi.org/10.1177/1356766711430944.
Tseng, M. M., Qinhai, M., & Su, C. J. (1999). Mapping customers’ service experience for operations improvement. Business Process Management Journal, 5(1), 50–64. https://doi.org/10.1108/14637159910249126.
Tueanrat, Y., Papagiannidis, S., & Alamanos, E. (2021). A conceptual framework of the antecedents of customer journey satisfaction in omnichannel retailing. *Journal of Retailing and Consumer Services*, *61*, 102550. [https://doi.org/10.1016/j.jretconser.2021.102550]
Tyrv¨ainen, O., & Karjaluoto, H. (2019). A Systematic Literature Review and Analysis of Mobile Retailing Adoption. Journal of Internet commerce, 18(2), 221–247. https://doi.org/10.1080/15332861.2019.1595364.
Vaghela, B. (2014). The voice as a relationship milestone. Journal of Direct, Data and Digital Marketing Practice, 16(2), 98–101. https://doi.org/10.1057/dddmp.2014.62.
Vahidzadeh, R., Bertanza, G., Sbaffoni, S., & Vaccari, M. (2020). Regional industrial symbiosis: A review based on social network analysis. Journal of Cleaner Production, 280, Article 124054. https://doi.org/10.1016/j.jclepro.2020.124054.
Vakulenko, Y., Shams, P., Hellstr¨om, D., & Hjort, K. (2019). Service innovation in e- commerce last mile delivery: Mapping the e-customer journey. Journal of Business Research, 101, 461–468. https://doi.org/10.1016/j.jbusres.2019.01.016.
van der Veen, G., & van Ossenbruggen, R. (2015). Mapping Out The Customer’s Journey: Customer search strategy as a basis for channel management. Journal of Marketing Channels, 22(3), 202–213. https://doi.org/10.1080/1046669X.2015.1071589.
Van Vaerenbergh, Y., Varga, D., De Keyser, A., & Orsingher, C. (2019). The service recovery journey: Conceptualization, integration, and directions for future research. Journal of Service Research, 22(2), 103119. https://doi.org/10.1177/1094670518819852.
Varnali, K. (2019). Understanding customer journey from the lenses of complexity theory. The Service Industries Journal, 39(11–12), 820–835. https://doi.org/10.1080/02642069.2018.1445725.
Viejo-Fern´andez, N., Sanzo-P´erez, M. J., & V´azquez-Casielles, R. (2019). Different kinds of research shoppers, different cognitive-affective consequences. Spanish Journal of Marketing-ESIC, 23(1), 45–68. https://doi.org/10.1108/sjme-09-2018-0040.
Viejo-Fern´andez, N., Sanzo-P´erez, M. J., & V´azquez-Casielles, R. (2020). Is showrooming really so terrible? Start understanding showroomers. Journal of Retailing and Consumer Services, 54, 1–16. https://doi.org/10.1016/j.jretconser.2020.102048.
Voorhees, C. M., Fombelle, P. W., Gregoire, Y., Bone, S., Gustafsson, A., Sousa, R., & Walkowiak, T. (2017). Service encounters, experiences and the customer journey: Defining the field and a call to expand our lens. Journal of Business Research, 79,269–280. https://doi.org/10.1016/j.jbusres.2017.04.014.
Vredeveld, A. J., & Coulter, R. A. (2019). Cultural experiential goal pursuit, cultural brand engagement, and culturally authentic experiences: Sojourners in America. Journal of the Academy of Marketing Science, 47(2), 274–290. https://doi.org/10.1007/s11747-018-0620-7.
Wollenburg, J., Holzapfel, A., & Hübner, A. (2019). Omni-channel customer management processes in retail: An exploratory study on fulfillment-related options. Logistic Research, 12(7), 1–15. https://doi.org/10.23773/2019_7.
Wolny, J., & Charoensuksai, N. (2014). Mapping customer journeys in multichannel decision-making. Journal of Direct, Data and Digital Marketing Practice, 15(4), 317–326. https://doi.org/10.1057/dddmp.2014.24.
Wong, G., Greenhalgh, T., Westhorp, G., Buckingham, J., & Pawson, R. (2013). RAMESES publication standards: Meta-narrative reviews. BMC medicine, 11(1), 20. https://doi.org/10.1186/1741-7015-11-20.
Xie, E., Reddy, K., & Liang, J. (2017). Country-specific determinants of cross-border mergers and acquisitions: A comprehensive review and future research directions. Journal of World Business, 52(2), 127–183. https://doi.org/10.1016/j.jwb.2016.12.005.
Yachin, J. M. (2018). The ‘customer journey’: Learning from customers in tourism experience encounters. Tourism Management Perspectives, 28, 201–210. https://doi.org/10.1016/j.tmp.2018.09.002.
Yeh, Y.-F., Jen, T.-H., & Hsu, Y.-S. (2012). Major strands in scientific inquiry through cluster analysis of research abstracts. International Journal of Science Education, 34(18), 2811–2842. https://doi.org/10.1080/09500693.2012.663513.
Yumurtacı Hüseyino˘glu, I.¨O., Galipo˘ glu, E., & Kotzab, H. (2017). Social, local and mobile commerce practices in omni-channel retailing: Insights from Germany and Turkey. International Journal of Retail and Distribution Management, 45(7–8), 711–729.https://doi.org/10.1108/IJRDM-09-2016-0151.
Zhai, C., & Massung, S. (2016). Text data management and analysis: a practical introduction to information retrieval and text mining (1st ed.): New York: Association for Computing Machinery; San Rafael, California: Morgan & Claypool.
Zimmermann, R., Weitzl, W., & Auinger, A. (2022). Identifying sales-influencing touchpoints along the omnichannel customer journey. Procedia Computer Science, 196, 52-60.
Zomerdijk, L. G., & Voss, C. A. (2010). Service design for experience-centric services. Journal of Service Research, 13(1), 67–82. https://doi.org/10.1177/1094670509351960.
Zomerdijk, L. G., & Voss, C. A. (2011). NSD processes and practices in experiential services. Journal of Product Innovation Management, 28(1), 63–80. https://doi.org/10.1111/j.1540-5885.2010.00781.x.
