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SI-Shaping the future of digital economy using business analytics models

The impact of technological innovation on marketing: individuals, organizations and environment: a systematic review

ORCID Icon, , , , & ORCID Icon
Article: 2210661 | Received 28 Sep 2022, Accepted 28 Apr 2023, Published online: 25 May 2023

References

  • Abashidze, I., & Dąbrowski, M. (2016). Internet of Things in marketing: Opportunities and security issues. Management Systems in Production Engineering, 24(4), 217–221. https://doi.org/10.2478/mspe-01-04-2016
  • Abbas, Z., Raza, S., & Ejaz, K. (2008). Systematic reviews and their role in evidence - informed health care. Journal of the Pakistan Medical Association, 58(10), 461–467.
  • Adams, P., Bodas Freitas, I. M., & Fontana, R. (2019). Strategic orientation, innovation performance and the moderating influence of marketing management. Journal of Business Research, 97, 129–140. https://doi.org/10.1016/j.jbusres.2018.12.071
  • Ahammad, M. F., Tarba, S. Y., Liu, Y., Glaister, K. W., & Cooper, C. L. (2016). Exploring the factors influencing the negotiation process in cross-border. International Business Review, 25(2), 445–457. https://doi.org/10.1016/j.ibusrev.2015.06.001
  • Ahearne, M., & Rapp, A. (2010). The role of technology at the interface between salespeople and consumers. Journal of Personal Selling & Sales Management, 30(2), 111–120. https://doi.org/10.2753/PSS0885-3134300202
  • Aksu, H., Babun, L., Conti, M., Tolomei, G., & Uluagac, A. S. (2018). Advertising in the IoT era: Vision and challenges. IEEE Communications Magazine, 56(11), 138–144. https://doi.org/10.1109/MCOM.2017.1700871
  • Alavi, M., & Carlson, P. (1992). A review of MIS research and disciplinary development. Journal of Management Information Systems, 8(4), 45–62. https://doi.org/10.1080/07421222.1992.11517938
  • Ali, O., Abdelbaki, W., Elbasi, E., & Dwivedi, Y. (2023). A systematic literature review of artificial intelligence in the healthcare sector: Benefits, challenges, methodologies, and functionalities. Journal of Innovation Knowledge, 8(1), 1–19.
  • Ali, O., Murray, P. A., Muhammed, S., Dwivedi, Y. K., & Rashiti, S. (2022). Organizational adoption of innovative information technologies: Evaluating organizational level IT innovation adoption factors among global firms. Journal of Innovation & Knowledge, 7(3), 100213. https://doi.org/10.1016/j.jik.2022.100213
  • Ali, O., Jaradat, A., Kulakli, A., & Abuhalimeh, A. (2021). A comparative study: Blockchain technology utilization benefits, challenges and functionalities. IEEE Access. 9, 12730–12749. https://doi.org/10.1109/ACCESS.2021.3050241
  • Ali, O., Ally, M., Clutterbuck, P., & Dwivedi, Y. (2020). The state of play of blockchain technology in financial services sector: A systematic review. International Journal of Information Management, 54, 102199. https://doi.org/10.1016/j.ijinfomgt.2020.102199
  • Ali, O., Soar, J., & Shrestha, A. (2018a). Perceived potential for value creation from cloud computing: A study of Australian regional governments. Behaviour & Information Technology, 37(12), 1157–1176. https://doi.org/10.1080/0144929X.2018.1488991
  • Ali, O., Shrestha, A., Soar, J., & Wamba, S. F. (2018b). Cloud computing-enabled healthcare opportunities, issues, and applications: A systematic review. International Journal of Information Management, 43, 146–158. https://doi.org/10.1016/j.ijinfomgt.2018.07.009
  • Ali, O., Soar, J., Yong, J., McClymont, H., & Angus, D. (2015). Collaborative cloud computing adoption in Australian regional municipal government: An exploratory study. The 19th IEEE International Conference on Computer Supported Cooperative Work in Design, pp. 540–548.
  • American Marketing Association. (2021). September 30). Definitions of marketing. Retrieved October 10, 2021, from https://www.ama.org/the-definition-of-marketing-what-is-marketing.
  • Angulo-Ruiz, F., Donthu, N., Prior, D., & Rialp, J. (2014). The financial contribution of customer oriented marketing capability. Journal of the Academy of Marketing Science, 42(4), 380–399. https://doi.org/10.1007/s11747-013-0353-6
  • Appiah-Adu, K., Fyall, A., & Singh, S. (2001). Marketing effectiveness and business performance in the finances services industry. Journal of Services Marketing, 15(1), 18–34. https://doi.org/10.1108/08876040110381346
  • Avramović, M. (2010). Information communication technology in the function of improvement of competitive position of tourist destination. Economics and Organization, 7(2), 209–217.
  • Awan, M., & Zhang, W. (2013). Export marketing performance (EMP) of Pakistan SMEs impacted by the Internet. Journal on Business Review, 2(3), 174–179.
  • Balajee, N. (2020). What Is Artificial Intelligence Marketing & Why Is It So Powerful. https://nanduribalajee.medium.com/what-is-artificial-intelligence-marketing-why-is-it-so-powerful-be3d9bcbbeb1.
  • Barki, H., Rivard, S., & Talbot, J. (1993). A keyword classification scheme for IS research literature: An update. MIS Quarterly, 17(2), 209. https://doi.org/10.2307/249802
  • Bastian, H., Glasziou, P., & Chalmers, I. (2010). Seventy-five trials and eleven systematic reviews a day: How will we ever keep up? PLoS Medicine, 7(9), e1000326. https://doi.org/10.1371/journal.pmed.1000326
  • Baye, M. R., Santos, B. D., & Wildenbeest, M. (2016). Search engine optimization: What drives organic traffic to retail sites? Journal of Economics & Management Strategy, 25(1), 6–31. https://doi.org/10.1111/jems.12141
  • Bergeron, F., Raymond, L., & Rivard, S. (2004). Ideal patterns of strategic alignment and business performance. Information & Management, 41(8), 1003–1020. https://doi.org/10.1016/j.im.2003.10.004
  • Berthon, P., Hulbert, J. M., & Pitt, L. (1999). To serve or create? Strategic orientations toward custom and innovation. California Management Review, 42(1), 37–58. https://doi.org/10.2307/41166018
  • Bharadwaj, A. S. (2000). A resource-based perspective on information technology capability and firm performance: An empirical investigation. MIS Quarterly, 24(1), 169–187. https://doi.org/10.2307/3250983
  • Blesa, A., & Ripolles, M. (2008). The influence of marketing capabilities on economic international performance. International Marketing Review, 25(6), 651–673. https://doi.org/10.1108/02651330810915574
  • Boell, S. K., & Cecez-Kecmanovic, D. (2015). On being ‘systematic’ in literature reviews in IS. Journal of Information Technology, 30(2), 161–173. https://doi.org/10.1057/jit.2014.26
  • Breidbach, C. F., Kolb, D. G., & Srinivasan, A. (2013). Connectivity in service systems: Does technology-enablement impact the ability of a service system to co-create value. ? Journal of Service Research, 16(3), 428–441. https://doi.org/10.1177/1094670512470869
  • Brodie, R. J., Winklhofer, H., Coviello, N. E., & Johnston, W. J. (2007). Is e‐marketing coming of age? An examination of the penetration of e‐marketing and firm performance. Journal of Interactive Marketing, 21(1), 2–21. https://doi.org/10.1002/dir.20071
  • Brush, T. H., & Artz, K. W. (1999). Toward a contingent resource-based theory: The impact of information asymmetry on the value of capabilities in veterinary medicine. Strategic Management Journal, 20(3), 223–250. https://doi.org/10.1002/(SICI)1097-0266(199903)20:3<223::AID-SMJ14>3.0.CO;2-M
  • Buhalis, D., & Volchek, K. (2021). Bridging marketing theory and big data analytics: The taxonomy of marketing attribution. International Journal of Information Management, 56, 102253. https://doi.org/10.1016/j.ijinfomgt.2020.102253
  • Chae, H. C., Koh, C. E., & Prybutok, V. R, West Liberty University. (2014). Information technology capability and firm performance: Contradictory findings and their possible causes. MIS Quarterly, 38(1), 305–326. https://doi.org/10.25300/MISQ/2014/38.1.14
  • Chang, W., Park, J. E., & Chaiy, S. (2010). How does CRM technology transform into organizational performance? A mediating of marketing capability. Journal of Business Research, 63(8), 849–855. https://doi.org/10.1016/j.jbusres.2009.07.003
  • Chen, J. L. (2012). The synergistic effects of IT-enabled resources on organizational capabilities and firm performance. Information & Management, 49(3-4), 142–150. https://doi.org/10.1016/j.im.2012.01.005
  • Chowhan, S., & Saxena, R. (2011). Customer relationship management from the business strategy perspective with the application of cloud computing. The Proceedings of DYNAA, 2(1), 1–11.
  • Cox, S. (2011). Assessing the Impact of Mobile Technologies on Work-life Balance. In Global Business: Concepts, Methodologies, Tools and Applications, IGI Global, 732–740.
  • Cragg, P., King, M., & Hussin, H. (2002). IT alignment and firm performance in small manufacturing firms. The Journal of Strategic Information Systems, 11(2), 109–132. https://doi.org/10.1016/S0963-8687(02)00007-0
  • Craig, C. S., & Douglas, S. P. (2001). Conducting international marketing research in the twenty-first century. International Marketing Review, 18(1), 80–90. https://doi.org/10.1108/02651330110398413
  • Dabić, M., Vlačić, 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
  • Dan, S. M., & Zondag, M. M. (2016). Drivers of alliance terminations: An empirical examination of the bio-pharmaceutical industry. Industrial Marketing Management, 54, 107–115. https://doi.org/10.1016/j.indmarman.2015.06.006
  • Davenport, T., Guha, A., Grewal, D., & Bressgott, T. (2020). How artificial intelligence will change the future of marketing. Journal of the Academy of Marketing Science, 48(1), 24–42. https://doi.org/10.1007/s11747-019-00696-0
  • De Sarbo, W. S., Di-Benedetto, C. A., Song, M., & Sinha, I. (2005). Revisiting the miles and snow strategic framework: Uncovering interrelationships between strategic types, capabilities, environmental uncertainty, and firm performance. Strategic Management Journal, 26(1), 47–74. https://doi.org/10.1002/smj.431
  • Dyerson, R., Spinelli, R., & Harindranath, G. (2016). Revisiting It Readiness: An Approach for Small Firms. Industrial Management & Data Systems, 116(3), 546–563. https://doi.org/10.1108/IMDS-05-2015-0204
  • Dutta, S., Narasimhan, O., & Rajiv, S. (1999). Success in high technology-markets: Is marketing capability critical? Marketing Science, 18(4), 547–568. https://doi.org/10.1287/mksc.18.4.547
  • Dwivedi, Y. K., Balakrishnan, J., Das, R., & Dutot, V. (2023). Resistance to innovation: A dynamic capability model-based enquiry into retailers’ resistance to blockchain adaptation. Journal of Business Research, 157, 113632. https://doi.org/10.1016/j.jbusres.2022.113632
  • Dwivedi, Y. K., Hughes, L., Wang, Y., Alalwan, A. A., Ahn, S. J. (., Balakrishnan, J., Barta, S., Belk, R., Buhalis, D., Dutot, V., Felix, R., Filieri, R., Flavián, C., Gustafsson, A., Hinsch, C., Hollensen, S., Jain, V., Kim, J., Krishen, A. S., … Wirtz, J. (2023). Metaverse marketing: How the metaverse will shape the future of consumer research and practice. Psychology & Marketing, 40(4), 750–776. https://doi.org/10.1002/mar.21767
  • Dwivedi, Y. K., Hughes, L., Baabdullah, A. M., Ribeiro-Navarrete, S., Giannakis, M., Al-Debei, M. M., Dennehy, D., Metri, B., Buhalis, D., Cheung, C. M., Conboy, K., Doyle, R., Dubey, R., Dutot, V., Felix, R., Goyal, D. P., Gustafsson, A., Hinsch, C., Jebabli, I., … Wamba, S. F. (2022b). Metaverse beyond the hype: Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management, 66, 102542. https://doi.org/10.1016/j.ijinfomgt.2022.102542
  • Dwivedi, Y. K., Ismagilova, E., Hughes, D. L., Carlson, J., Filieri, R., Jacobson, J., Jain, V., Karjaluoto, H., Kefi, H., Krishen, A. S., Kumar, V., Rahman, M. M., Raman, R., Rauschnabel, P. A., Rowley, J., Salo, J., Tran, G. A., & Wang, Y. (2021). Setting the future of digital and social media marketing research: Perspectives and research propositions. International Journal of Information Management, 59, 102168. https://doi.org/10.1016/j.ijinfomgt.2020.102168
  • Eaton, J. P., Ward, J. C., Kumar, A., & Reingen, P. H. (1999). Structural analysis of co-author relationships and author productivity in selected outlets for consumer behavior research. Journal of Consumer Psychology, 8(1), 39–59. https://doi.org/10.1207/s15327663jcp0801_02
  • Eggers, F., Hatak, I., Kraus, S., & Niemand, T. (2017). Technologies that support marketing and market development in smes—evidence from social networks. Journal of Small Business Management, 55(2), 270–302. https://doi.org/10.1111/jsbm.12313
  • Eng, T. Y., & Spickett-Jones, J. G. (2009). An investigation of marketing capabilities and upgrading performance of manufacturers in mainland China and Hong Kong. Journal of World Business, 44(4), 463–475. https://doi.org/10.1016/j.jwb.2009.01.002
  • Ethiraj, S. K., Kale, P., Krishnan, M. S., & Singh, J. V. (2005). Where do capabilities come from and how do they matter? A study in the software services industry. Strategic Management Journal, 26(1), 25–45. https://doi.org/10.1002/smj.433
  • Eusebio, R., Andreu, J. L., & Belbeze, M. P. L. (2006). Measure of marketing performance; a comparative study from Spain. International Journal of Contemporary Hospitality Management, 18(2), 145–155. https://doi.org/10.1108/09596110610646691
  • Evans, D. (2003). Hierarchy of evidence: A framework for ranking evidence evaluating healthcare interventions. Journal of Clinical Nursing, 12(1), 77–84. https://doi.org/10.1046/j.1365-2702.2003.00662.x
  • Eze, S. C., Chinedu-Eze, V. C., Bello, A. O., Inegbedion, H., Nwanji, T., & Asamu, F. (2019). Mobile marketing technology adoption in service SMEs: A multi-perspective framework. Journal of Science and Technology Policy Management, 10(3), 569–596. https://doi.org/10.1108/JSTPM-11-2018-0105
  • Fahy, J., Hooley, G., Cox, T., Beracs, J., Fonfara, K., & Snoj, B. (2000). The development and impact of marketing capabilities in central Europe. Journal of International Business Studies, 31(1), 63–81. https://doi.org/10.1057/palgrave.jibs.8490907
  • Fujimoto, Y., Ferdous, A. S., Sekiguchi, T., & Sugianto, L. F. (2016). The effect of mobile technology usage on work engagement and emotional exhaustion in Japan. Journal of Business Research, 69(9), 3315–3323. https://doi.org/10.1016/j.jbusres.2016.02.013
  • Grover, V., Chiang, R. H., Liang, T. P., & Zhang, D. (2018). Creating strategic business value from big data analytics: A research framework. Journal of Management Information Systems, 35(2), 388–423. https://doi.org/10.1080/07421222.2018.1451951
  • Gregory, G. D., Ngo, L. V., & Karavdic, M. (2017). Developing e-commerce marketing capabilities and efficiencies for enhanced performance in business-to-business export ventures. Industrial Marketing Management, 78, 1–12.
  • Galletta, A., Carnevale, L., Celesti, A., Fazio, M., & Villari, M. (2018). A cloud-based system for improving retention marketing loyalty programs in industry 4.0: A study on big data storage implications. IEEE Access. 6, 5485–5492. https://doi.org/10.1109/ACCESS.2017.2776400
  • 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), 1–8. https://doi.org/10.1007/s11747-019-00711-4
  • Golder, S., Loke, Y. K., & Zorzela, L. (2014). Comparison of search strategies in systematic reviews of adverse effects to other systematic reviews. Health Information and Libraries Journal, 31(2), 92–105. https://doi.org/10.1111/hir.12041
  • Goyal, P., Rahman, Z., & Kazmi, A. A. (2013). Corporate sustainability performance and firm performance research: Literature review and future research agenda. Management Decision, 51(2), 361–379. https://doi.org/10.1108/00251741311301867
  • Gustafsson, A., Johnson, M. D., & Roos, I. (2005). The effects of customer satisfaction, relationship commitment dimensions, and triggers on customer retention. Journal of Marketing, 69(4), 210–218. https://doi.org/10.1509/jmkg.2005.69.4.210
  • Guenzi, P., & Troilo, G. (2007). The joint contribution of marketing and sales to the creation of superior customer value. Journal of Business Research, 60(2), 98–107. https://doi.org/10.1016/j.jbusres.2006.10.007
  • Good, D. J., David, J., & Stone, R. W. (2000). The impact of computerization on marketing performance. Journal of Business & Industrial Marketing, 15(1), 34–56. https://doi.org/10.1108/08858620010311548
  • Gray, B. J., Matear, S., & Matheson, P. K. (2002). Improving service firm performance. Journal of Services Marketing, 16(3), 186–200. https://doi.org/10.1108/08876040210427191
  • Germann, F., Lilien, G. L., & Rangaswamy, A. (2013). Performance implications of deploying marketing analytics. International Journal of Research in Marketing, 30(2), 114–128. https://doi.org/10.1016/j.ijresmar.2012.10.001
  • Gallivan, M. J., & Depledge, G. (2003). Trust, control and the role of inter-organizational systems in electronic partnerships. Information Systems Journal, 13(2), 159–190. https://doi.org/10.1046/j.1365-2575.2003.00146.x
  • Hadjimarcou, J., Barnes, J. W., Bhattacharya, S., Traichal, P., & Hoy, F. (2015). International strategic alliances: A tale of two firms. Journal of Small Business Strategy, 11(2), 77–91.
  • Hao, A. W., Paul, J., Trott, S., Guo, C., & Wu, H. H. (2019). Two decades of research on nation branding: A review and future research agenda. International Marketing Review, 38(1), 46–69. https://doi.org/10.1108/IMR-01-2019-0028
  • Harrison, D. E., & Hair, J. F. (2017). The use of technology in direct-selling marketing channels: Digital avenues for dynamic growth. Journal of Marketing Channels, 24(1-2), 39–50. https://doi.org/10.1080/1046669X.2017.1346979
  • Heirati, N., O'Cass, A., & Ngo, L. V. (2013). The contingent value of marketing and social networking capabilities in firm performance. Journal of Strategic Marketing, 21(1), 82–98. https://doi.org/10.1080/0965254X.2012.742130
  • Hendricks, K. B., Singhal, V. R., & Stratman, J. K. (2007). The impact of enterprise systems on corporate performance: A study of ERP, SCM, and CRM system implementations. Journal of Operations Management, 25(1), 65–82. https://doi.org/10.1016/j.jom.2006.02.002
  • Hoffman, D. L., & Novak, T. P. (2018). Consumer and object experience in the internet of things: An assemblage theory approach. Journal of Consumer Research, 44(6), 1178–1204. https://doi.org/10.1093/jcr/ucx105
  • Hooley, G. J., Greenley, G. E., Cadogan, J. W., & Fahy, J. (2005). The performance impact of marketing resources. Journal of Business Research, 58(1), 18–27. https://doi.org/10.1016/S0148-2963(03)00109-7
  • Hosseini, S., Fallon, G., Weerakkody, V., & Sivarajah, U. (2019). Cloud computing utilization and mitigation of informational and marketing barriers of the SMEs from the emerging markets: Evidence from Iran and Turkey. International Journal of Information Management, 46, 54–69. https://doi.org/10.1016/j.ijinfomgt.2018.11.011
  • Hu, Y., & Bai, G. (2014). A systematic literature review of cloud computing in eHealth. Health Informatics - An International Journal, 3(4), 11–20. https://doi.org/10.5121/hiij.2014.3402
  • Huang, M. H., & Rust, R. T. (2018). Artificial intelligence in service. Journal of Service Research, 21(2), 155–172. https://doi.org/10.1177/1094670517752459
  • ITU. (2019). Measuring digital development Facts and figures 2019, ITU Publications, accessed on April 16, 2020, available at: https://www.itu.int/en/ITU-D/Statistics/Documents/facts/FactsFigures2019.pdf.
  • Hulland, J., & Houston, M. B. (2020). Why systematic review papers and meta-analyses matter: An introduction to the special issue on generalizations in marketing. Journal of the Academy of Marketing Science, 48(3), 351–359. https://doi.org/10.1007/s11747-020-00721-7
  • Järvinen, J., & Karjaluoto, H. (2015). The use of Web analytics for digital marketing performance measurement. Industrial Marketing Management, 50, 117–127. https://doi.org/10.1016/j.indmarman.2015.04.009
  • Jean, R., Sinkovics, R. R., & Kim, D. (2008). Information technology and organizational performance within international business to business relationships: A review and an integrated conceptual framework. International Marketing Review, 25(5), 563–583. https://doi.org/10.1108/02651330810904099
  • Jensen, J. B., Quinn, D. P., & Weymouth, S. (2017). Winners and losers in international trade: The effects on US presidential voting. International Organization, 71(3), 423–457. https://doi.org/10.1017/S0020818317000194
  • Josephson, B. W., Lee, J. Y., Mariadoss, B. J., & Johnson, J. L. (2019). Uncle Sam rising: Performance implications of business-to-government relationships. Journal of Marketing, 83(1), 51–72. https://doi.org/10.1177/0022242918814254
  • Kalakota, R., & Whinston, A. B. (1996). Frontiers of the Electronic Commerce., Addison-Wesley.
  • Kaleka, A. (2011). When exporting manufacturers compete on the basis of service: Resources and marketing capabilities driving service advantage and performance. Journal of International Marketing, 19(1), 40–58. https://doi.org/10.1509/jimk.19.1.40
  • Kaleka, A. (2012). Studying resource and capability effects on export venture performance. Journal of World Business, 47(1), 93–105. https://doi.org/10.1016/j.jwb.2010.10.024
  • Kaleka, A., & Morgan, N. A. (2019). How marketing capabilities and current performance drive strategic intentions in international markets. Industrial Marketing Management, 78, 108–121. https://doi.org/10.1016/j.indmarman.2017.02.001
  • Kamboj, S., & Rahman, Z. (2015). Marketing capabilities and firm performance: Literature review and future research agenda. International Journal of Productivity and Performance Management, 64(8), 1041–1067. https://doi.org/10.1108/IJPPM-08-2014-0117
  • Kamp, B., & Parry, G. (2017). Servitization and advanced business services as levers for competitiveness. Industrial Marketing Management, 60, 11–16. https://doi.org/10.1016/j.indmarman.2016.12.008
  • Kemper, J., Schilke, O., & Brettel, M. (2013). Social capital as a micro level origin of organizational capabilities. Journal of Product Innovation Management, 30(3), 589–603. https://doi.org/10.1111/jpim.12004
  • Kennedy, A. L. (2010). Using community-based social marketing techniques to enhance environmental regulation. Sustainability, 2(4), 1138–1160. https://doi.org/10.3390/su2041138
  • Khatoon, S., & Rehman, V. (2021). Negative emotions in consumer brand relationship: A review and future research agenda. International Journal of Consumer Studies, 45(4), 719–749. https://doi.org/10.1111/ijcs.12665
  • Kirca, A. H., Hult, G. T. M., Roth, K., Cavusgil, S. T., Perryy, M. Z., Akdeniz, M. B., Deligonul, S. Z., Mena, J. A., Pollitte, W. A., Hoppner, J. J., Miller, J. C., & White, R. C. (2011). Firm-specific assets, multi-nationality, and financial performance: A meta-analytic review and theoretical integration. Academy of Management Journal, 54(1), 47–72. https://doi.org/10.5465/amj.2011.59215090
  • Kitchenham, B., & Charters, S. (2007). Guidelines for Performing Systematic Literature Reviews in Software Engineering. Keele University.
  • Krasnikov, A., & Jayachandran, S. (2008). The relative impact of marketing, research-and development, and operations capabilities on firm performance. Journal of Marketing, 72(4), 1–11. https://doi.org/10.1509/jmkg.72.4.001
  • Krishen, A. S., Dwivedi, Y. K., Bindu, N., & Kumar, K. S. (2021). A broad overview of interactive digital marketing: A bibliometric network analysis. Journal of Business Research, 131, 183–195. https://doi.org/10.1016/j.jbusres.2021.03.061
  • Krush, M. T., Agnihotri, R., Trainor, K. J., & Nowlin, E. L. (2013). Enhancing organizational sense making: An examination of the interactive effects of sales capabilities and marketing dashboards. Industrial Marketing Management, 42(5), 824–835. https://doi.org/10.1016/j.indmarman.2013.02.017
  • Kulakli, A., & Osmanaj, V. (2020). Global research on big data in relation with artificial intelligence (a bibliometric study: 2008-2019). International Journal of Online and Biomedical Engineering (iJOE), 16(02), 31–46. https://doi.org/10.3991/ijoe.v16i02.12617
  • Leeflang, P. S., Verhoef, P. C., Dahlström, P., & Freundt, T. (2014). Challenges and solutions for marketing in a digital era. European Management Journal, 32(1), 1–12. https://doi.org/10.1016/j.emj.2013.12.001
  • Leonidou, L. C., Palihawadana, D., & Theodosiou, M. (2011). National export-promotion programs as drivers of organizational resources and capabilities: Effects on strategy, competitive advantage, and performance. Journal of International Marketing, 19(2), 1–29. https://doi.org/10.1509/jimk.19.2.1
  • Lioukas, C. S., Reuer, J. J., & Zollo, M. (2016). Effects of information technology capabilities on strategic alliances: Implications for the resource-based view. Journal of Management Studies, 53(2), 161–183. https://doi.org/10.1111/joms.12179
  • Lisboa, A., Skarmeas, D., & Lages, C. (2011). Entrepreneurial orientation, exploitative and explorative capabilities, and performance outcomes in export markets: A resource-based approach. Industrial Marketing Management, 40(8), 1274–1284. https://doi.org/10.1016/j.indmarman.2011.10.013
  • Long, H., Tu, S., Ge, D., Li, T., & Liu, Y. (2016). The allocation and management of critical resources in rural China under restructuring: Problems and prospects. Journal of Rural Studies, 47, 392–412. https://doi.org/10.1016/j.jrurstud.2016.03.011
  • Lu, I. R. R., Heslop, L. A., Thomas, D. R., & Kwan, E. (2016). An examination of the status and evolution of country image research. International Marketing Review, 33(6), 825–850. https://doi.org/10.1108/IMR-03-2015-0036
  • Mabey, C., & Zhao, S. (2017). Managing five paradoxes of knowledge exchange in networked organizations: New priorities for HRM? Human Resource Management Journal, 27(1), 39–57. https://doi.org/10.1111/1748-8583.12106
  • Mariadoss, B. J., Tansuhaj, P. S., & Mouri, N. (2011). Marketing capabilities and innovation based strategies for environmental sustainability: An exploratory investigation of B2B firms. Industrial Marketing Management, 40(8), 1305–1318. https://doi.org/10.1016/j.indmarman.2011.10.006
  • Martínez-López, F. J., & Casillas, J. (2013). Artificial intelligence-based systems applied in industrial marketing: An historical overview, current and future insight. Industrial Marketing Management, 42(4), 489–495. https://doi.org/10.1016/j.indmarman.2013.03.001
  • Matear, S., Gray, B. J., & Garrett, T. (2004). Market orientation, brand investment, new service development, market position and performance for service organizations. International Journal of Service Industry Management, 15(3), 284–301. https://doi.org/10.1108/09564230410540944
  • Martin, K. (2018). The penalty for privacy violations: How privacy violations impact trust online. Journal of Business Research, 82, 103–116. https://doi.org/10.1016/j.jbusres.2017.08.034
  • McKenzie-Mohr, D., Schultz, W. P., Lee, N. R., & Kotler, P. (2012). Social Marketing to Protect the Environment: What Works?. Sage.
  • McLean, R., & Antony, J. (2014). Why continuous improvement initiatives fail in manufacturing environments? A systematic review of the evidence. International Journal of Productivity and Performance Management, 63(3), 370–376. https://doi.org/10.1108/IJPPM-07-2013-0124
  • Merrilees, B., Rundle-Thiele, S., & Lye, A. (2011). Marketing capabilities: Antecedents and implications for B2B SME performance. Industrial Marketing Management, 40(3), 368–375. https://doi.org/10.1016/j.indmarman.2010.08.005
  • Mobile Marketing Association. (2009). MMA updates the definition of mobile marketing, accessed on April 18, 2022, available at: https://www.mmaglobal.com/news/mma-updates-definition-mobile-marketing.
  • Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G, PRISMA Group. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. BMJ (Clinical Research ed.), 339, b2535. https://doi.org/10.1136/bmj.b2535
  • Möller, K., Nenonen, S., & Storbacka, K. (2020). Networks, ecosystems, fields, market systems? Making sense of the business environment. Industrial Marketing Management, 90, 380–399. https://doi.org/10.1016/j.indmarman.2020.07.013
  • Moore, M., & Fairhurst, A. (2003). Marketing capabilities and firm performance in fashion retailing. Journal of Fashion Marketing and Management: An International Journal, 7(4), 386–397. https://doi.org/10.1108/13612020310496976
  • Moorman, C., & Slotegraaf, R. J. (1999). The contingency value of complementary capabilities in product development. Journal of Marketing Research, 36(2), 239–257. https://doi.org/10.1177/002224379903600208
  • Mora, E., Vila-Lopez, N., & Küster-Boluda, I. (2021). Segmenting the audience of a cause-related marketing viral campaign. International Journal of Information Management, 59, 102296. https://doi.org/10.1016/j.ijinfomgt.2020.102296
  • Morgan, N. A., Vorhies, D. W., & Mason, C. H. (2009). Market orientation, marketing capabilities, and firm performance. Strategic Management Journal, 30(8), 909–920. https://doi.org/10.1002/smj.764
  • Murmann, J. P., Ozdemir, S. Z., & Sardana, D. (2015). The role of home country demand in the internationalization of new ventures. Research Policy, 44(6), 1207–1225. https://doi.org/10.1016/j.respol.2015.03.002
  • Nasir, S. (2005). The development, change, and transformation of Management Information Systems (MIS): A content analysis of articles published in business and marketing journals. International Journal of Information Management, 25(5), 442–457. https://doi.org/10.1016/j.ijinfomgt.2005.06.003
  • Nath, P., Nachiappan, S., & Ramanathan, R. (2010). The impact of marketing capability, operations capability and diversification strategy on performance: A resource-based view. Industrial Marketing Management, 39(2), 317–329. https://doi.org/10.1016/j.indmarman.2008.09.001
  • Ngai, E. W. T., & Wat, F. K. T. (2002). A literature review and classification of electronic commerce research. Information & Management, 39(5), 415–429. https://doi.org/10.1016/S0378-7206(01)00107-0
  • Ngo, L. V., & O'Cass, A. (2009). Creating value offerings via operant resource-based capabilities. Industrial Marketing Management, 38(1), 45–59. https://doi.org/10.1016/j.indmarman.2007.11.002
  • Ngo, L. V., & O'Cass, A. (2012). In search of innovation and customer‐related performance superiority: The role of market orientation, marketing capability, and innovation capability interactions. Journal of Product Innovation Management, 29(5), 861–877. https://doi.org/10.1111/j.1540-5885.2012.00939.x
  • Noh, J., & Fitzsimmons, J. A. (1999). Effect of information technology on marketing performance of Korean service firms. International Journal of Service Industry Management, 10(3), 307–321. https://doi.org/10.1108/09564239910276908
  • Nöjd, S., Trischler, J. W., Otterbring, T., Andersson, P. K., & Wästlund, E. (2020). Bridging the values cape with digital technology: A mixed methods study on customers’ value creation process in the physical retail space. Journal of Retailing and Consumer Services, 56, 102161. https://doi.org/10.1016/j.jretconser.2020.102161
  • O'Cass, A., & Weerawardena, J. (2010). The effects of perceived industry competitive intensity and marketing-related capabilities: Drivers of superior brand performance. Industrial Marketing Management, 39(4), 571–581. https://doi.org/10.1016/j.indmarman.2009.04.002
  • O'Cass, A., & Ngo, L. V. (2011). Winning through innovation and marketing: Lessons from Australia and Vietnam. Industrial Marketing Management, 40(8), 1319–1329. https://doi.org/10.1016/j.indmarman.2011.10.004
  • O'Cass, A., Ngo, L. V., & Siahtiri, V. (2012). Examining the marketing planning–marketing capability interface and customer-centric performance in SMEs. Journal of Strategic Marketing, 20(6), 463–481. https://doi.org/10.1080/0965254X.2012.707675
  • O'Cass, A., & Sok, P. (2012). Examining the role of within functional area resource-capability complementarity in achieving customer and product-based performance outcomes. Journal of Strategic Marketing, 20(4), 345–363. https://doi.org/10.1080/0965254X.2011.643918
  • Orr, L. M., Bush, V. D., & Vorhies, D. W. (2011). Leveraging firm-level marketing capabilities with marketing employee development. Journal of Business Research, 64(10), 1074–1081. https://doi.org/10.1016/j.jbusres.2010.11.003
  • Overby, J., & Min, S. (2001). International supply chain management in an internet environment: A network-oriented approach to internationalization. International Marketing Review, 18(4), 392–420. https://doi.org/10.1108/EUM0000000005933
  • Palos-Sanchez, P., Saura, J. R., Reyes-Menendez, A., & Esquivel, I. V. (2018). Users’ acceptance of location-based marketing Apps in tourism sector: An exploratory analysis. Journal of Spatial and Organizational Dynamics, 6(3), 258–270.
  • Perez-Cabanero, C., Gonzalez-Cruz, T., & Cruz-Ros, S. (2012). Do family SME managers value marketing capabilities contribution to firm performance? Marketing Intelligence & Planning, 30(2), 116–142. https://doi.org/10.1108/02634501211211948
  • Peterson, R. A. (2005). Ruminations on theory and research scholarship in marketing. Journal of Public Policy & Marketing, 24(1), 127–130. https://doi.org/10.1509/jppm.24.1.127.63885
  • Prahalad, C. K., & Ramaswamy, V. (2004). Co-creation experiences: The next practice in value creation. Journal of Interactive Marketing, 18(3), 5–14. https://doi.org/10.1002/dir.20015
  • Protogerou, A., Caloghirou, Y., & Lioukas, S. (2012). Dynamic capabilities and their indirect impact on firm performance. Industrial and Corporate Change, 21(3), 615–647. https://doi.org/10.1093/icc/dtr049
  • Pucher, K. K., Boot, N. M. W. M., & De Vries, N. K. (2013). Systematic review. Health Education, 113(5), 372–391. https://doi.org/10.1108/HE-02-2012-0013
  • Rangarajan, D., Dugan, R., Rouziou, M., & Kunkle, M. (2020). People, process, and performance: Setting an agenda for sales enablement research. Journal of Personal Selling & Sales Management, 40(3), 213–220. https://doi.org/10.1080/08853134.2020.1761822
  • Ratnatunga, J., & Ewing, M. T. (2005). The brand capability value of integrated marketing communication (IMC). Journal of Advertising, 34(4), 25–40. https://doi.org/10.1080/00913367.2005.10639214
  • Ripolles, M., & Blesa, R. (2012). International new ventures as ‘small multinationals’: The importance of marketing capabilities. Journal of World Business, 47(2), 277–287. https://doi.org/10.1016/j.jwb.2011.04.015
  • Rivard, S., Raymond, L., & Verreault, D. (2006). Resource-based view and competitive strategy: An integrated model of the contribution of information technology to firm performance. The Journal of Strategic Information Systems, 15(1), 29–50. https://doi.org/10.1016/j.jsis.2005.06.003
  • 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
  • Ruiz-Ortega, M. J., & García-Villaverde, P. M. (2008). Capabilities and competitive tactics influences on performance: Implications of the moment of entry. Journal of Business Research, 61(4), 332–345. https://doi.org/10.1016/j.jbusres.2007.07.029
  • Rust, R. T. (2020). The future of marketing. International Journal of Research in Marketing, 37(1), 15–26. https://doi.org/10.1016/j.ijresmar.2019.08.002
  • Rust, R. T., & Huang, M.-H. (2014). The service revolution and the transformation of marketing science. Marketing Science, 33(2), 206–221. https://doi.org/10.1287/mksc.2013.0836
  • Sadoughi, F., Ali, O., & Erfannia, L. (2020). Evaluating the factors that influence cloud technology adoption—comparative case analysis of health and non-health sectors: A systematic review. Health Informatics Journal, 26(2), 1363–1391. https://doi.org/10.1177/1460458219879340
  • Saunila, M., Pekkola, S., & UKko, J. (2014). The relationship between innovation capability and performance: The moderating effect of measurement. International Journal of Productivity and Performance Management, 63(2), 234–249. https://doi.org/10.1108/IJPPM-04-2013-0065
  • Saura, J. R., Palos-Sánchez, P., & Suárez, L. M. C. (2017). Understanding the Digital Marketing Environment with KPIs and Web Analytics. Future Internet, 9(4), 76. https://doi.org/10.3390/fi9040076
  • Shams, R., Alpert, F., & Brown, M. (2015). Consumer perceived brand innovative-ness: Conceptualization and operationalization. European Journal of Marketing, 49(9/10), 1589–1615. https://doi.org/10.1108/EJM-05-2013-0240
  • Shabbir, J., & Anwer, T. (2015). Artificial intelligence and its role in near future. European Journal of Marketing, 14(8), 1–11. https://doi.org/10.1108/EJM-05-2013-0240
  • Shankar, V. (2018). How artificial intelligence (AI) is reshaping retailing. Journal of Retailing, 94(4), vi–xi. https://doi.org/10.1016/S0022-4359(18)30076-9
  • Shareef, M. A., Dwivedi, Y. K., Kumar, V., & Kumar, U. (2017). Content design of advertising for consumer exposure: Mobile marketing through short messaging services. International Journal of Information Management, 37(4), 257–268. https://doi.org/10.1016/j.ijinfomgt.2017.02.003
  • Shea, B. J., Grimshaw, J. M., Wells, G. A., Boers, M., Andersson, N., Hamel, C., Porter, A. C., Tugwell, P., Moher, D., & Bouter, L. M. (2007). Development of AMSTAR: A measurement tool to assess the methodological quality of systematic reviews. BMC Medical Research Methodology, 7(, 10. https://doi.org/10.1186/1471-2288-7-10
  • Shou, Z., Chen, J., Zhu, W., & Yang, L. (2014). Firm capability and performance in China: The moderating role of guanxi and institutional forces in domestic and foreign contexts. Journal of Business Research, 67(2), 77–82. https://doi.org/10.1016/j.jbusres.2012.11.014
  • Siahtiri, V., O'Cass, A., & Ngo, L. V. (2014). Exploring the roles of marketing and selling capabilities in delivering critical customer centric performance and brand performance outcomes for B2B firms. Journal of Strategic Marketing, 22(5), 379–395. https://doi.org/10.1080/0965254X.2013.876083
  • Slotegraaf, R. J., & Dickson, P. R. (2004). The paradox of a marketing planning capability. Journal of the Academy of Marketing Science, 32(4), 371–385. https://doi.org/10.1177/0092070304265217
  • Song, M., Di-Benedetto, C. A., & Nason, R. W. (2007). Capabilities and financial performance, the moderating role of strategic type. Journal of the Academy of Marketing Science, 35(1), 18–34. https://doi.org/10.1007/s11747-006-0005-1
  • Song, M., Droge, C., Hanvanich, S., & Calantone, R. (2005). Marketing and technology resource complementarity: An analysis of their interaction effect in two environmental contexts. Strategic Management Journal, 26(3), 259–276. https://doi.org/10.1002/smj.450
  • Spanos, G., & Angelis, L. (2016). The impact of information security events to the stock market: A systematic literature review. Computers & Security, 58, 216–229. https://doi.org/10.1016/j.cose.2015.12.006
  • Stone, R. W., Good, D. J., & Baker-Eveleth, L. (2007). The impact of information technology on individual and firm marketing performance. Behaviour & Information Technology, 26(6), 465–482. https://doi.org/10.1080/01449290600571610
  • Su, Z., Peng, J., Shen, H., & Xiao, T. (2013). Technological capability, marketing capability, and firm performance in turbulent conditions. Management and Organization Review, 9(1), 115–137. https://doi.org/10.1017/S1740877600003193
  • Syam, N., & Sharma, A. (2018). Waiting for a sales renaissance in the fourth industrial revolution: Machine learning and artificial intelligence in sales research and practice. Industrial Marketing Management, 69, 135–146. https://doi.org/10.1016/j.indmarman.2017.12.019
  • Tafti, A., Mithas, S., & Krishnan, M. S. (2013). The effect of information technology-enabled flexibility on formation and market value of alliances. Management Science, 59(1), 207–225. https://doi.org/10.1287/mnsc.1120.1579
  • Taghian, M., & Shaw, R. N. (2008). The marketing audit and organizational performance: An empirical profiling. Journal of Marketing Theory and Practice, 16(4), 341–350. https://doi.org/10.2753/MTP1069-6679160406
  • Thuse, A. V. (2016). Inclusive Entrepreneurship for the Micro, Small, and Medium Enterprises: The Economic Perspective. In N. Baporikar (Eds.), Handbook of Research on Entrepreneurship in the Contemporary Knowledge-Based Global Economy. (pp. 40–67). IGI Global. https://doi.org/10.4018/978-1-4666-8798-1.ch003.
  • Trainor, K. J., Andzulis, J., Rapp, A., & Agnihotri, R. (2014). Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM. Journal of Business Research, 67(6), 1201–1208. https://doi.org/10.1016/j.jbusres.2013.05.002
  • Trainor, K. J., Rapp, A., Beitelspacher, L. S., & Schillewaert, N. (2011). Integrating information technology and marketing: An examination of the drivers and outcomes of e-Marketing capability. Industrial Marketing Management, 40(1), 162–174. https://doi.org/10.1016/j.indmarman.2010.05.001
  • 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
  • Turban, E., Lee, J., King, D., & Chung, H. M. (2000). Electronic Commerce: A Managerial Perspective., Prentice Hall.
  • van Doorn, J., Verhoef, P. C., & Risselada, H. (2020). Sustainability claims and perceived product quality: The moderating role of brand CSR. Sustainability, 12(9), 3711. https://doi.org/10.3390/su12093711
  • Van Oranje, C., Schindler, R., Valeri, L., Vilamovska, A. M., Hatziandreu, E., & Conklin, A. (2009). Study on the requirements and options for Radio Frequency Identification (RFID) application in healthcare,’ RAND Corporation Technical Report Series, 1–148.
  • Verma, S., Sharma, R., Deb, S., & Maitra, D. (2021). Artificial intelligence in marketing: Systematic review and future research direction. International Journal of Information Management Data Insights, 1(1), 100002. https://doi.org/10.1016/j.jjimei.2020.100002
  • Vermesan, O., Friess, P., Guillemin, P., Gusmeroli, S., Sundmaeker, H., Bassi, A., & Doody, P. (2011). Internet of things strategic research roadmap. Internet of Things-Global Technological and Societal Trends, 1–44.
  • Wade, M., & Hulland, J. (2004). Review: the resource-based view and information systems research: Review, extension, and suggestions for future research. MIS Quarterly, 28(1), 107–142. https://doi.org/10.2307/25148626
  • Wang, Y. (2019). Design of port e-business marketing management information system based on cloud computing. Journal of Coastal Research, 98(sp1), 75–79. https://doi.org/10.2112/SI98-019.1
  • Wang, Z., & Kim, H. G. (2017). Can social media marketing improve customer relationship capabilities and firm performance? Dynamic capability perspective. Journal of Interactive Marketing, 39, 15–26. https://doi.org/10.1016/j.intmar.2017.02.004
  • Watson, R. T. (2015). Beyond being systematic in literature reviews in IS. Journal of Information Technology, 30(2), 185–187. https://doi.org/10.1057/jit.2015.12
  • Wilkie, W. L., & Moore, E. S. (2003). Research in marketing: Exploring the ‘‘4 Eras’’ of thought development. Journal of Public Policy & Marketing, 22(2), 116–146. https://doi.org/10.1509/jppm.22.2.116.17639
  • Williams, B. C., & Plouffe, C. R. (2007). Assessing the evolution of sales knowledge: A 20-year content analysis. Industrial Marketing Management, 36(4), 408–419. https://doi.org/10.1016/j.indmarman.2005.11.003
  • Wirth, N. (2018). Hello marketing, what can artificial intelligence help you with? International Journal of Market Research, 60(5), 435–438. https://doi.org/10.1177/1470785318776841
  • Wohlin, C. (2014). Guidelines for snowballing in systematic literature studies and a replication in software engineering [Paper presentation].The 18th International Conference on Evaluation and Assessment in Software Engineering, 1–10. https://doi.org/10.1145/2601248.2601268
  • Wu, F., Yeniyurt, S., Kim, D., & Cavusgil, S. T. (2006). The impact of information technology on supply chain capabilities and firm performance: A resource-based view. Industrial Marketing Management, 35(4), 493–504. https://doi.org/10.1016/j.indmarman.2005.05.003
  • Yu, L. (2011). The divided views of the information and digital divides: A call for integrative theories of information inequality. Journal of Information Science, 37(6), 660–679. https://doi.org/10.1177/0165551511426246
  • Zhang, H., Xu, X., & Xiao, J. (2014). Diffusion of e-government: A literature review and directions for future directions. Government Information Quarterly, 31(4), 631–636. https://doi.org/10.1016/j.giq.2013.10.013
  • Zinkhan, G. M. (2006). Research traditions and patterns in marketing scholarship. Journal of the Academy of Marketing Science, 34(3), 281–283. https://doi.org/10.1177/0092070306287921
  • Zhao, S., & Priporas, C. V. (2017). Information technology and marketing performance within international market-entry alliances: A review and an integrated conceptual framework. International Marketing Review, 34(1), 5–28. https://doi.org/10.1108/IMR-01-2016-0024
  • Zhao, M., Hoeffler, S., & Dahl, D. W. (2012). Imagination difficulty and new product evaluation. Journal of Product Innovation Management, 29(S1), 76–90. https://doi.org/10.1111/j.1540-5885.2012.00951.x
  • Zhu, Z., & Nakata, C. (2007). Re-examining the link between customer orientation and business performance: The role of information systems. Journal of Marketing Theory and Practice, 15(3), 187–203. https://doi.org/10.2753/MTP1069-6679150301