Decision-making process of the hyper-connected consumer: towards a capricious and ubiquitous decision-making model

Authors

DOI:

https://doi.org/10.51359/2526-7884.2025.264306

Keywords:

Consumer behaviour, Hyper-connectivity, decision-making, EMB model, Technology

Abstract

Rapid advancements in mobile and wireless technology, as well as increased accessibility to the internet, have led to hyper-connectivity. As consumers increasingly become interconnected to each other, to things and objects, they become more hyper-connected. Technology, which has resulted in hyper-connectivity, has influenced how consumers interact with the world around them. This study thus aimed to determine the hyper-connected consumer's decision-making process. The EMB model of the consumer decision process served as the foundational structure of the research. The study follows from the research by the authors Kallier-Tar, Bothma & Wiid (2024) that previously identified six factors (personal insights and influences, social influence, subjective knowledge, sources/channels of information, price and financial influences, personal and family needs) that influence the hyper-connected consumer in decision-making. Simple random sampling was utilised, and 411 complete responses were collected. Confirmatory factor analysis and structural equation modelling were used to verify the research instrument as well as to confirm the factors that influence the decision-making process of the hyper-connected consumer. The study found that the hyper-connected consumer decision-making process is an iterative circular multi-directional interaction that occurs capriciously and ubiquitously. The study proposes a ubiquitous decision-making model for the hyper-connected consumer.

Author Biographies

Johannes Wiid, University of South Africa

Professor Johannes A. Wiid is a professor in the Department of Marketing and Retail Management at the University of South Africa (UNISA). He has co-authored and contributed to several books in the field of Marketing and Business Management. He authored and co-authored numerous journal articles and has presented papers at national and international conferences.

Cornelius Bothma, University of South Africa

Dr Cornelius H. Bothma is a senior lecturer in the Department of Marketing and Retail Management at the University of South Africa (UNISA). He has published several journal articles and contributed to several books in Marketing and Business management.

References

Abu-Badr, S. H. (2021). Using statistical methods in social science research: with a complete SPSS guide. Oxford University Press.

Anand, B., Chakravarty, H., Athalye, S. G., Varalaxmi, P. & Mishra. A. K. (2023). Understanding consumer behaviour in the digital age: a study of online shopping habits. UGC CARE Journal, 48(3), 84-93.

Aschemann-Witzel, J. (2018). Consumer perception and preference for suboptimal food under the emerging practice of expiration date-based pricing in supermarkets. Food quality and preference, 63, 119-128. https://doi.org/10.1016/j.foodqual.2017.08.007

Babin, B. J & Harris, E. G. (2023). CB: Consumer behaviour. Cengage learning.

Bahiroh, E., Rismawati, Yasmine, R., Rizky, D. (2024). Post-Purchase Consumer Behavior; Factors and Their Importance. Indonesian Journal of Applied and Industrial Sciences, 3(1). https://doi.org/10.55927/esa.v3i1.7726

Barari, M., Ross, M., Thaichon, S., & Surachartkumtonkun, J. (2020). A meta-analysis of customer engagement behaviour. International Journal of Consumer Studies, 45(4), 1-21. https://doi.org/10.1111/ijcs.12609

Bhukya, R. & Paul, J. (2023). Social influence research in consumer behavior: What we learned and what we need to learn? – A hybrid systematic literature review. Journal of Business Research, 162, 1-21. https://doi.org/10.1016/j.jbusres.2023.113870

Cachero- Martínez, S. & Vázquez-Casielles, R. (2021). Building consumer loyalty through e-shopping experiences: The mediating role of emotions. Journal of retailing and consumer services, 60, 1-10. https://doi.org/10.1016/j.jretconser.2021.102481

Chen, C. H. & Lin. S. C. (2016). Study on cultural information transmission model for the design of cultural products. In Meen, T. H., Prior, S. Lam, A. D. K. 2016. Applied system innovation: Proceedings of the 2015 international conference on applied system innovation. Taylor & Francis Group.

Chen, A., Lu, Y & Wang, B. (2017). Customers’ purchase decision-making process in social commerce: A social learning perspective. International journal of information management. 37, 627-638. https://doi.org/10.1016/j.ijinfomgt.2017.05.001

Chung, J. & Lai, Y. (2017). Consumer behaviour in the smartphone segment market: An analysis of college students. International journal of supply chain management, 6(3), 218-221. https://ojs.excelingtech.co.uk/index.php/IJSCM/article/view/1763/931

Chung, S., Park, S. & Lee, S. (2017). The era of hyper-connected society and the changes in business activities: focusing on information blocking and acquisition activities. International Journal of management and applied science. 3(4), 16-21,

Cunningham, N. (2022). Introduction to marketing: A South African perspective. Van Schaik Publishers.

Denis. D. J. (2021). Applied univariate, Bivariate and Multivariate statistics using Python: A beginner’s guide to advanced data analysis. John Wiley & Sons.

Essiz, O. Yurteri, S., Mandrik C. & Senyuz, A. (2023) Exploring the Value-Action Gap in Green Consumption: Roles of Risk Aversion, Subjective Knowledge, and Gender Differences. Journal of Global Marketing, 36(1), 67-92. https://doi.org/10.1080/08911762.2022.2116376

Fan, L., Wang, Y. & Mou, J. (2023). Enjoy to read and enjoy to shop: An investigation on the impact of product information presentation on purchase intention in digital content marketing. Journal of retailing and consumer services, 76. https://doi.org/10.1016/j.jretconser.2023.103594

Field, A. (2018). Discovering statistics using IBM SPSS statistics. 5th Ed. Sage publication.

Gallery, C. (2024). Marketing to the hyper-connected consumer. Fashion Business and Digital Transformation: Technology and Innovation across the Fashion Industry. Routledge.

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

Guo, C., Kim, H. & Kim, W. (2020). Influence of word of mouse and consumers attitudes on consumer’s decision-making in e-commerce. Journal of industrial distribution and business, 11(8), 1-19. https://www.koreascience.or.kr/article/JAKO202025164427836.pdf

Guo, J., Marsh, H. W., Parker, P. D., Dicke, T., Lüdtke, O., & Diallo, T. M. (2019). A systematic evaluation and comparison between exploratory structural equation modeling and Bayesian structural equation modeling. Structural Equation Modeling, 26(4), 529-556. https://doi.org/10.1080/10705511.2018.1554999

Engel, F. J., Kollat, D. T. and Blackwell, R. D. (1968). Consumer behaviour. Holt, Rinehart, and Winston.

Engel, F. J., Blackwell, R. D. and Miniard, P. W. (1990). Consumer behaviour. 6th Ed. The Dryden Press.

Fatha, L.& Ayoubi, R. (2023) A revisit to the role of gender, age, subjective and objective knowledge in consumers’ attitudes towards organic food. Journal of Strategic Marketing, 31(3), 499-515. https://doi.org/10.1080/0965254X.2021.1939405

Fikiri, M. El., Pane, D. N. & Ahmad, R. (2020). Factors affecting readers’ satisfaction in ‘Wasapa’ newspapers: Insights from Indonesia. International journal of research and review. 7(5), 356-371.

Han, Y., Zhang, T., Wang, M. (2020). Holiday travel behaviour analysis and empirical study with integrated reservation information usage. Transportation research part A: Policy and practice. 134, 130-151. https://doi.org/10.1016/j.tra.2020.02.005

Hsieh, P. & Hu, T. (2019). Differences in the decision-making process between sellers using Yahoo! Kimo auction site and Barter sites. Proceedings from the eighteenth annual pre-ICIS Worksop on HCI Research in MIS, Munich, Germany. 1-5. https://sighci.org/uploads/2019_sighci_proceedings/FullPaper3.pdf

Haung, Z. & Benyoucef, M. (2017). The effects of social commerce design on consumer purchase decision-making: an empirical study. Electronic commerce research and applications. 25,40-58. https://doi.org/10.1016/j.elerap.2017.08.003

Ghani, M. T., Halim, B. A. & Rahman, S. A. A. (2020). An exploratory inquiry on the decision process of Ponzi scheme investors: A qualitative case study approach. International journal of management (IJM), 11(12), 220-236.

Ghouse, S. M., Shekhar, R. & Chaudhary, M. (2024). Sustainable choices of Gen Y and Gen Z: exploring green horizons. Management & Sustainability: An Arab Review, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/MSAR-04-2024-0018

Hair, J. F., Babin, B. J., Black, W. C. & Anderson, R. E. (2019). Multivariate data analysis. Cengage learning.

Hu, Y., Zhao, L., Gupta, S. & He, X. (2023). Gender plays different roles? Examining the dark side of ubiquitous connectivity enabled by personal IT ensembles usage. Information Technology & People, 36(1), 166-195.

Jain, G., Rakesh, S., Nabi, M. K. & Chaturvedi. K. R. (2018) Hyper-personalization – fashion sustainability through digital clienteling. Research Journal of Textile and Apparel. 22(4), 320-334. https://doi.org/10.1108/RJTA-02-2018-0017

Jaiwant, S. V., (2023). Changing Structure of Consumer Buying Behaviour and Expectation in the Digital Era. In G. Singh et al. (eds.), Industry 4.0 and the Digital Transformation of International Business, 207-215. https://doi.org/10.1007/978-981-19-7880-7_12

Khan, A., Raj, A., Marwah, N., Agrawal, R. & Kalani, R. (2020). Consumer behaviour towards hyper-connected world. Global scientific journals, 8(6), 278-296.

Kallier-Tar, S. M., Bothma, C. H. & Wiid, J. A. (2024). Decoding the hyper-connected consumer: unveiling the factors that influence decision-making. Research in Business & Social Science, 13(3), 36-53. https://doi.org/10.20525/ijrbs.v13i3.3077

Karimi, S. (2013). A purchase decision-making process model of online consumers and its influential factor across sector analysis. PhD in the Faculty of Humanities. Manchester Business School. Manchester, UK. https://www.escholar.manchester.ac.uk/api/datastream?publicationPid=uk-ac-man-scw:189583&datastreamId=FULL-TEXT.PDF

Kotler, P. & Armstrong, G. (2023). Marketing: An introduction. 15th ed. Pearson Education Limited

Lamb, W. C., Hair, F. J., McDaniel, (2024). MKTG14: Principles of marketing. Cengage Learning Australia.

Levin, S. and Anning-Dorson, T. (2024). Navigating pro-environmental shifts: Celebrity advocacy in South African townships. Journal of Cleaner Production, 427. https://doi.org/10.1016/j.jclepro.2024.143479

Lim, W. M., Kumar, S., Pandey, N., Verma, D. & Kumar, D. (2022). Evolution and trends in consumer behaviour: Insights from Journal of Consumer Behaviour. Journal of Consumer Behaviour, 22, 27-232. https://doi.org/10.1002/cb.2118

Lou, T., Wang, W., Lu, Y., Xiao, J & Xiao, X. (2020). An improved consumer decision model for rural residential development: A theoretical framework and empirical evidence from China. Habitat International, 105,1-14. https://doi.org/10.1016/j.habitatint.2020.102266

Liu, M. T., Liu, Y. & Zhang, L. L. (2019). Vlog and brand evaluations: the influence of parasocial interaction. Asia pacific journal of marketing, 31(2), 419-436. https://doi.org/10.1108/APJML-01-2018-002

Manthiou, A., Hickman, E. & Klaus, P. (2020). Beyond good and bad: challenging the suggested role of emotions in customer experience (CX) research. Journal of retailing and consumer service. 57, 1-12. https://doi.org/10.1016/j.jretconser.2020.102218

Marcarelli, G. (2022). A multi‑criteria model to explain some empirical violations

of basic assumptions of expected utility theory. Quality & Quantity, 57, 3321-3337. https://doi.org/10.1007/s11135-022-01521-7

Meijer, G. W., Grunert, K. G. & Lähteenmäki, L. (2023). Chapter Seven - Supporting consumers' informed food choices: Sources, channels, and use of information. Advances in food and nutrition research, 104. https://doi.org/10.1016/bs.afnr.2022.10.005

Mishra, O. (2018). Sources of need recognition in online consumer decision-making process. International Journal of exclusive management, 8(4), 1-13. http://ijemr.in/wp-content/uploads/2018/03/Sources-of-Need-Recognition-in-Online-Consumers-Decision-Making-Process.pdf

Miyazaki, K., Hoshino, T. & Bockenholt, U. (2021). Dynamic Two-Stage Modelling for Category-Level and Brand-Level Purchases Using Potential Outcome Approach With Bayes Inference. Journal of business & economic statistics, 39(3), 622-635. https://doi.org/10.1080/07350015.2019.1702047

Mohanty, S., Ramesh, B. & Kamat, M. (2020). Study of consumer behaviour model and goodness of fit in online retail. Our Heritage, 68(1), 6737-6740. http://irgu.unigoa.ac.in/drs/bitstream/handle/unigoa/5977/Our_Heritage_68(1)_2020_6737-6748.pdf?sequence=1

Monoarafa, H., Juliana, J. & Setiawan, R. (2023). The influences of Islamic retail mix approach on purchase decisions. Journal of Islamic

Marketing, 14(1), 236-249. https://doi.org/10.1108/JIMA-07-2020-0224

Melumad, S. (2023). Vocalizing Search: How Voice Technologies Alter Consumer Search Processes and Satisfaction. Journal of Consumer Research, 50(3), 533-553. https://doi.org/10.1093/jcr/ucad009

Nash, J. (2019). Exploring how social media platforms influence fashion consumer decisions in the UK retail sector. Journal of fashion marketing and management, 23(1), 82-103. https://doi.org/10.1108/JFMM-01-2018-0012

Nayyar, V., Sugiat, M., Singla,B., Rojhe, K. C. and Sharma, S. (2023). Influence of Technology in Measuring the Purchase Intention of Indian Consumers. International Conference on Digital Business and Technology Management (ICONDBTM), Lombok, Nusa Tenggara Barat, Indonesia, Indonesia, 2023, 1-6.

Ngugi, I. K., O’Sullivan, H. & Osman, H. (2020). Consumer behavior in food and healthy lifestyles: A global perspective. CABI.

Petcharat, T.& Leelasantitham, A. (2021). A retentive consumer behavior assessment model of the online purchase decision-making process. Heliyon. 7, 1-18. https://doi.org/10.1016/j.heliyon.2021.e08169

Rodgers, W. & Nguyen, T. (2022). Advertising benefits from ethical intelligence algorithmic purchase decision pathways. Journal of business ethics. 178:1043-1061. https://doi.org/10.1007/s10551-022-05048-7

Pandey, M. C., Singh, H., Sharma, H. & Sharma, M. (2020). Future of IoT/IIOT technologies-hyper connectivity & computation. Journal of Natural Remedies, 21(2), 44-49.

Pantano, E. (2020). Retail future: The good, the bad and the ugly of the digital transformation. Emerald Publishing Limited.

Peteva, V. (2020). Modern consumers and the decision-making process in the context of digitization. Izvestia Journal of the Union of Scientists – Varna. 9(2), 32-42.

Piatrov, I. & KusáKusa, A. (2019). Innovative approach to consumer segmentation in a digital age and their attitude to environmental issues. European conference on innovation and entrepreneurship, 788-794. https://www.proquest.com/docview/2318576010?pq-origsite=gscholar&fromopenview=true

Pike, D. (2021). MTN launches a data price cut, follows up with South African data usage statistics. https://stuff.co.za/2021/08/12/mtn-reveals-stats-following-data-price-cut/

Pohlmann, A. (2020). Introduction to consumer food choices. Case studies on food experiences in marketing, retail, and events. In Doppler, S & Steffen, A. Science & Strategic Market, Case Studies on Food Experiences in Marketing, Retail, and Events. Woodhead Publishing.

Poppelaars, F., Bakker, C., & van Engelen, J. (2020). Design for Divestment in a Circular Economy: Stimulating Voluntary Return of Smartphones through Design. Sustainability, 12, 1-19.

Prudon, P. (2015). Confirmatory factor analysis as a tool in research using questionnaires: a critique. Comprehensive Psychology, 4(10), 1-19.

Purwanto, V. F. (2020). The Influence of Personal and Psychological Factors toward Consumer Purchase Decision (Case Study: PETERSAYSDENIM, Bandung. Journal of management and leadership, 3(2).

Quan-Haase, A & Wellman B. (2005). Hyperconnected Net Work: Computer-Mediated Community in a High-Tech Organization. Pp. 281-333 in The Firm as a Collaborative Community: Reconstructing Trust in the Knowledge Economy, edited by Charles Heckscher and Paul Adler. Oxford University Press, 2006. [co-author]

Ranyard, R. (2018). Economic psychology. John Wiley & Sons Ltd.

Rennie, A., Protheroe, J., Charron, C. & Breatnach, G. (2020). Decoding decisions: Making sense of the messy middle. https://www.thinkwithgoogle.com/intl/en-ssa/consumer-insights/consumer-journey/navigating-purchase-behavior-and-decision-making/

Roy, A. & Das, G. (2023). How situational factors impact the consumers to buy food and grocery products impulsively: A study conducted in the organized retail formats of Kolkata. KIIT Journal of Management, 19(1), 138-149. https://doi.org/10.23862/kiit-parikalpana%2F2023%2Fv19%2Fi1%2F220836

Santos, S. & Goncalves, H. M. (2021). Consumer decision journey: A literature review of the foundational models and theories and a future perspective. Technological Forecasting & Social Change, 173, 1-14. https://doi.org/10.1016/j.techfore.2021.121117

SAP Digital Report. (2015). Digital disruption: How technology is transforming our world. SAP SE.

Shah, P & Loiacono, E. (2016). Information search in an era of connected consumers. In Obal M., Krey N., Bushardt C. Let’s Get Engaged! Crossing the Threshold of Marketing’s Engagement Era. Developments in Marketing Science: Proceedings of the Academy of Marketing Science. Springer, Cham.

Shahid, S & Paul, J. (2021). Intrinsic motivation for luxury consumers in an emerging market. Journal of retailing and consumer services, 61, 1-12. https://doi.org/10.1016/j.jretconser.2021.102531

Sharma, A. P. (2021). Consumers’ purchase behaviour and green marketing: A synthesis, review and agenda. International Review of Consumer Studies, 45, 1217-1238. https://doi.org/10.1111/ijcs.12722

Sharma, G. P., Paul, J. P., Srivastava, M., Yadav, A., Mendy, J., Sarker, T & Bansal, S. (2021). Neuroentrepreneurship: an integrated review and research agenda. Entrepreneurship & regional development. 33(9), 863-893. https://doi.org/10.1080/08985626.2021.1966106

Sihi, D. (2018). Home sweet virtual home: The use of virtual and augmented reality technologies in high involvement purchase decisions. Journal of research in interactive marketing, 12(4), 398-417.

Soudi, N. & Bouallala, F. (2020). The impact of COVID-19 crisis on the hedonic purchase behaviour: Case of care products. Journal of Research in Administrative Sciences, 11(2), 40-44.

Stampa, E., Schipmann-Schwarze, C. & Hamm, U. (2020). Consumer perception preferences, and behaviour regarding pasture-raised livestock products: A review. Food quality preferences. 82, 1-20. https://doi.org/10.1016/j.foodqual.2020.103872

Sudha, M. & Sheena, K. (2017). Impact of Influencers in Consumer Decision Process: the Fashion Industry. Journal of Indian Management, 14(13), 14-30, https://www.scms.edu.in/uploads/journal/articles/article_12.pdf

Susilowati, C & Sugandini, D. (2018). Perceived Value, eWord-of-Mouth, Traditional Word-of-Mouth, and Perceived Quality to Destination Image of Vacation Tourists. Review of integrative business & economics research, 7(1), 312-321. https://www.sibresearch.org/uploads/3/4/0/9/34097180/riber_7-s1_sp_s17-175_312-321.pdf

Sun, S., Law, R & Luk, C. (2020). Tourists’ travel-related information search channels. International journal of hospitality & tourism administration, 23(2), 149-164. https://doi.org/10.1080/15256480.2020.1727809

Swaminathan, V., Sorescu, A., Steenkamp, J, E, M., O’guinn, T., C. & Schmidtt, B. (2020). Branding in a hyper-connected world: refocusing theories and rethinking countries. Journal of Marketing, 84(2), 24-46.

Teo, T. S. H & Yeong, Y. D. (2003). Assessing the consumer decision process in the digital marketplace. The international journal of management science, 31(4). https://doi.org/10.1016/S0305-0483(03)00055-0

Thwaites, T. (2021) Technologizing the human condition: hyperconnectivity and control. Educational Philosophy and Theory, 53(4), 373-382. https://doi.org/10.1080/00131857.2020.1806052

Ting, X. Y., Ismail, M. B., Ting, H., Bahri, S. B., Sidek, A. B., Bt Idris, S. F., Tan, R. T. T., Abu Seman, S. S. B., Sethiaram, M. R. A_L., Ghazali, M.

H. B., Lim, Q. H., Zaki, M. S. B. M & Sohot, M. S. B. (2019). Consumer behaviour towards pharmaceutical products: a model development. International Journal of Pharmaceutical And Healthcare Marketing, 13(3), 387-402. https://www.emerald.com/insight/content/doi/10.1108/IJPHM-07-2018-0040/full/pdf

Turnbull, A., Karapanogiotidis, T., Wang, H., Bernhardt, B. C., Leech, R., Margulies, D., Schooler, J., Jefferies, E. & Smallwood, J. (2020). Reduction in task-positive neural systems occur with the passage of time and are associated with changes in ongoing thought. Scientific reports, 1-10.

Varghese, S. & Agrawal, M. (2021). Impact of social media on consumer buying behavior. Saudi Journal of Business Management Studies, 50-55, https://saudijournals.com/media/articles/SJBMS_63_51-55.pdf

Vidal-Ayuso, F., Akhmedova, A. & Jaca, C. (2023). The circular economy and consumer behaviour: Literature review and research directions. Journal of Cleaner Production, 418, 1-16. https://doi.org/10.1016/j.jclepro.2023.137824

Voramontri, D & Klieb, L. (2019). Impact of social media on consumer behaviour. International Journal of information and decision science, 11(3), 209-233. https://www.inderscienceonline.com/doi/pdf/10.1504/IJIDS.2019.101994

Were, S. O. (2023). An Engel–Kollat–Blackwell model application on restaurant clientele purchase decision-making processes in commercial eateries in Kakamega County, Kenya. Research in Hospitality Management. 13(3), 153-159.

Yaskal, O., Yaskal, I., Volovidnyk, Y & Lziak, O. (2021). Economic and psychological approaches for customer typology: Case of Ukrainian regional retail market. Social capital: Vectors of development of behavioural economics: Collective monograph, 62-74.

Yueh, P. and Zheng, Y. (2019). Effectiveness of storytelling in agricultural marketing: Scale development and model evaluation. Frontiers in psychology: Quantitative psychology and measurement, 10(452), 1-12.

Yousuf, M. I. & Maitlo, G. M. (2019). An exploration of factors influencing purchase decision-making of apparel consumers. Amazonia Investiga, 8(23), 457-468. https://amazoniainvestiga.info/index.php/amazonia/article/view/892/831

Zhong, Z. & Hamouda, M. (2024). The impact of immersive and flow experiences on consumer participation in hyper-connected shopping platforms: A metaverse perspective. Journal of Consumer Behaviour, https://doi.org/10.1002/cb.2377

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2025-11-11