Access the full text.
Sign up today, get DeepDyve free for 14 days.
Shuliang Li, J. Li (2010)
AgentsInternational: Integration of multiple agents, simulation, knowledge bases and fuzzy logic for international marketing decision makingExpert Syst. Appl., 37
R. Lacey (2007)
Relationship Drivers of Customer CommitmentJournal of Marketing Theory and Practice, 15
Gobinda Roy, Swati Sharma (2021)
Measuring the role of factors on website effectiveness using vector autoregressive modelJournal of Retailing and Consumer Services, 62
C. Hermans (2016)
Divide and conquer: segmentation, targeting and positioning. Springfield news-leader
Toni Taipalus, Hilkka Grahn, Hadi Ghanbari (2021)
Error messages in relational database management systems: A comparison of effectiveness, usefulness, and user confidenceJ. Syst. Softw., 181
Ping-Che Yang, Kefang Li, Chunli Ji (2022)
How customers respond to social media advertisingMarketing Intelligence & Planning
W. Reim, Pirjo Yli-Viitala, Juha Arrasvuori, V. Parida (2022)
Tackling business model challenges in SME internationalization through digitalizationJournal of Innovation & Knowledge
M. Khashan, Mohamed Elsotouhy, T. Alasker, Mohamed Ghonim (2023)
Investigating retailing customers' adoption of augmented reality apps: integrating the unified theory of acceptance and use of technology (UTAUT2) and task-technology fit (TTF)Marketing Intelligence & Planning
Clara Bassano, M. Gaeta, Paolo Piciocchi, J. Spohrer (2017)
Learning the Models of Customer Behavior: From Television Advertising to Online MarketingInternational Journal of Electronic Commerce, 21
M. Paşa, Steven Shugan (1996)
The value of marketing expertiseManagement Science, 42
R.B. Kline (2015)
Principles and Practice of Structural Equation Modeling
Francesco Venturini (2022)
Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial RevolutionJournal of Economic Behavior & Organization
U. Sekaran, R. Bougie (2016)
Research Methods for Business: A Skill Building Approach
Park Thaichon, Gajendra Liyanaarachchi, Sara Quach, Scott Weaven, Yi Bu (2019)
Online relationship marketing: evolution and theoretical insights into online relationship marketingMarketing Intelligence & Planning
Stanislav Ivanov, Mihail Kuyumdzhiev, C. Webster (2020)
Automation Fears: Drivers and Solutions
B. Wierenga (2011)
Managerial decision making in marketing: The next research frontierInternational Journal of Research in Marketing, 28
J. Henseler, C. Ringle, M. Sarstedt (2015)
A new criterion for assessing discriminant validity in variance-based structural equation modelingJournal of the Academy of Marketing Science, 43
A. Peluso, Marco Pichierri, G. Pino (2021)
Age-related effects on environmentally sustainable purchases at the time of COVID-19: Evidence from ItalyJournal of Retailing and Consumer Services, 60
J.F. Hair, R.E. Anderson, R.L. Tatham, W.C. Black (2006)
Multivariate Data Analysis
Graham Jocumsen (2004)
How do small business managers make strategic marketing decisionsEuropean Journal of Marketing, 38
(2014)
Inter-item correlations
S. Antwi (2021)
“I just like this e-Retailer”: Understanding online consumers repurchase intention from relationship quality perspectiveJournal of Retailing and Consumer Services
Shivam Gupta, Théo Justy, Shampy Kamboj, Ajay Kumar, Eivind Kristoffersen (2021)
Big data and firm marketing performance: Findings from knowledge-based viewTechnological Forecasting and Social Change, 171
G. Cao, Y. Duan, Alia Banna (2019)
A dynamic capability view of marketing analytics: Evidence from UK firmsIndustrial Marketing Management
Xi Luo, J. Cheah, L. Hollebeek, X. Lim (2024)
Boosting customers’ impulsive buying tendency in live-streaming commerce: The role of customer engagement and deal pronenessJournal of Retailing and Consumer Services
Aliya Tastemirova, Johannes Schneider, Leona Kruse, Simon Heinzle, J. Brocke (2022)
Microexpressions in digital humans: perceived affect, sincerity, and trustworthinessElectronic Markets, 32
Loh Har, Umi Rashid, L. Chuan, Seah Sen, Loh Xia (2021)
Revolution of Retail Industry: From Perspective of Retail 1.0 to 4.0
Daire Hooper, J. Coughlan, Michael Mullen (2008)
Structural equation modelling: guidelines for determining model fit
Sultan Amed, S. Mukherjee, P. Das, B. Datta (2019)
Triggers of positive eWOM: exploration with web analyticsMarketing Intelligence & Planning
R. Gartner (2013)
The four attributes of customer engagement
Md Shajalal, Alexander Boden, Gunnar Stevens (2022)
Explainable product backorder prediction exploiting CNN: Introducing explainable models in businessesElectronic Markets, 32
Rajat Behera, P. Bala, Nripendra Rana (2023)
Creation of sustainable growth with explainable artificial intelligence: An empirical insight from consumer packaged goods retailersJournal of Cleaner Production
N. Tiwary, R. Kumar, Shagun Sarraf, Prashant Kumar, Nripendra Rana (2021)
Impact assessment of social media usage in B2B marketing: A review of the literature and a way forwardJournal of Business Research
Neeraj Singh, Niraj Kumar, Sanjeev Kapoor (2022)
Consumer multihoming predisposition on food platforms: Does gender matter?Journal of Retailing and Consumer Services
Xiaojun Fan, Nanxi Ning, Nianqi Deng (2020)
The impact of the quality of intelligent experience on smart retail engagementMarketing Intelligence & Planning, 38
Mage Marmol, Anita Goyal, P. Copado-Mendez, J. Panadero, A. Juan (2021)
Maximizing customers' lifetime value using limited marketing resourcesMarketing Intelligence & Planning
Banggang Wu, Xiaoyu Deng, Xuebin Cui (2020)
Cash on delivery or online payment: mobile channel, order size and payment methods, 3
Pouria Nouri, N. Imanipour, Abdollah Ahmadikafeshani (2019)
Exploring female entrepreneurs’ marketing decisions with a heuristics and biases approachGender in Management: An International Journal
Niladri Syam, Arun Sharma (2018)
Waiting for a sales renaissance in the fourth industrial revolution: Machine learning and artificial intelligence in sales research and practiceIndustrial Marketing Management, 69
B. Grabowski (2016)
"P < 0.05" Might Not Mean What You Think: American Statistical Association Clarifies P Values.Journal of the National Cancer Institute, 108 8
Jun-Jie Hew, Lai-Ying Leong, G. Tan, K. Ooi, Voon‐Hsien Lee (2017)
The age of mobile social commerce: An Artificial Neural Network analysis on its resistancesTechnological Forecasting and Social Change
J.M. Logg, J.A. Minson, D.A. Moore (2019)
Algorithm appreciation: people prefer algorithmic to human judgmentOrganizational Behavior and Human Decision Processes, 151
A. Woodside (2018)
Have your cake and eat it too: Achieving scientific legitimacyIndustrial Marketing Management, 69
Weng Lim, Tareq Rasul (2022)
Customer engagement and social media: Revisiting the past to inform the futureJournal of Business Research
S. Réhman, Anam Bhatti, R. Mohamed, Hazeline Ayoup (2019)
The moderating role of trust and commitment between consumer purchase intention and online shopping behavior in the context of PakistanJournal of Global Entrepreneurship Research, 9
D. Gligor, Sıddık Bozkurt (2020)
FsQCA versus regression: The context of customer engagementJournal of Retailing and Consumer Services, 52
N. Gordini, V. Veglio (2017)
Customers churn prediction and marketing retention strategies. An application of support vector machines based on the AUC parameter-selection technique in B2B e-commerce industryIndustrial Marketing Management, 62
J. Mero, Miira Leinonen, H. Makkonen, Heikki Karjaluoto (2022)
Agile logic for SaaS implementation: Capitalizing on marketing automation software in a start-upJournal of Business Research
Vehbi Celik, E. Yeşilyurt (2013)
Attitudes to technology, perceived computer self-efficacy and computer anxiety as predictors of computer supported educationComput. Educ., 60
S. Ivanov, M. Kuyumdzhiev, C. Webster (2020)
Automation fears: drivers and solutionsTechnology in Society, 63
S. Agrawal, D. Mittal (2022)
Optimizing customer engagement content strategy in retail and E-tail: Available on online product review videosJournal of Retailing and Consumer Services
Dexia Yin, Minglong Li, Hailian Qiu (2023)
Do customers exhibit engagement behaviors in AI environments? The role of psychological benefits and technology readinessTourism Management
B. Hajipour, M. Esfahani (2019)
Delta model application for developing customer lifetime valueMarketing Intelligence & Planning
Jae-ik Shin, K. Chung, Jae-sin Oh, Chang Lee (2013)
The effect of site quality on repurchase intention in Internet shopping through mediating variables: The case of university students in South KoreaInt. J. Inf. Manag., 33
Aicha Kallel, Norchène Mouelhi, W. Chaouali, N. Danks (2023)
Hey chatbot, why do you treat me like other people? The role of uniqueness neglect in human-chatbot interactionsJournal of Strategic Marketing, 32
A. Braganza, Weifeng Chen, A. Canhoto, Serap Sap (2020)
Productive employment and decent work: The impact of AI adoption on psychological contracts, job engagement and employee trustJournal of Business Research, 131
Blanca Ortega, L. Lucia-Palacios (2023)
Trust in word of voice communication: why consumers adhere to purchase recommendations made by smart voice assistantsMarketing Intelligence & Planning
Rajat Behera, P. Bala, Sai Tata, Nripendra Rana (2021)
Retail atmospherics effect on store performance and personalised shopper behaviour: a cognitive computing approachInternational Journal of Emerging Markets
Wynne Chin (1998)
The partial least squares approach for structural equation modeling.
Jiao Qi, Sijun Wang, Kristina Hall (2023)
Bridging employee engagement and customer engagement in a service contextJournal of Business Research
Simoni Rohden, C. Pizzutti (2023)
Consumer discrimination in service recovery situationsMarketing Intelligence & Planning
Lihua Gao, Gang Li, Fusheng Tsai, Chen Gao, Mengjiao Zhu, Xiaopian Qu (2022)
The impact of artificial intelligence stimuli on customer engagement and value co-creation: the moderating role of customer ability readinessJournal of Research in Interactive Marketing
L. Ardito, A. Petruzzelli, V. Albino (2015)
From Technological Inventions to New Products: A Systematic Review and Research Agenda of the Main Enabling FactorsERN: Innovation (Topic)
Dhananjay Bapat, L. Hollebeek (2023)
Customer value, customer engagement, and customer-based brand equity in the context of a digital payment appMarketing Intelligence & Planning
Imran Khan, Mobin Fatma, Vikas Kumar, S. Amoroso (2020)
Do experience and engagement matter to millennial consumers?Marketing Intelligence & Planning
K. Mehmood, K. Verleye, Arne Keyser, Bart Larivière (2022)
Piloting personalization research through data-rich environments: a literature review and future research agendaJournal of Service Management
Ramazan Esmeli, M. Bader-El-Den, Hassana Abdullahi (2020)
Towards early purchase intention prediction in online session based retailing systemsElectronic Markets, 31
H. Marsh, Zhonglin Wen, K. Hau (2004)
Structural equation models of latent interactions: evaluation of alternative estimation strategies and indicator construction.Psychological methods, 9 3
Muhammad Rahman, Surajit Bag, Md Hossain, Fadi Fattah, M. Gani, Nripendra Rana (2023)
The new wave of AI-powered luxury brands online shopping experience: The role of digital multisensory cues and customers’ engagementJournal of Retailing and Consumer Services
R.F. Hartley, C. Claycomb (2013)
Marketing Mistakes and Successes
Azam Kaveh, M. Nazari, J. Rest, S. Mira (2020)
Customer engagement in sales promotionMarketing Intelligence & Planning
D. Norman (1999)
Affordance, conventions, and designInteractions, 6
Xuan Ho, D. Nguyen, Julian Cheng, A. Le (2022)
Customer engagement in the context of retail mobile apps: A contingency model integrating spatial presence experience and its driversJournal of Retailing and Consumer Services
R. Bucklin, D. Lehmann, J. Little (1998)
From Decision Support to Decision Automation: A 2020 VisionMarketing Letters, 9
R. Lukyanenko, W. Maass, V. Storey (2022)
Trust in artificial intelligence: From a Foundational Trust Framework to emerging research opportunitiesElectronic Markets, 32
Mengmeng Song, Xinyu Xing, Yucong Duan, Jason Cohen, Jian Mou (2022)
Will artificial intelligence replace human customer service? The impact of communication quality and privacy risks on adoption intentionJournal of Retailing and Consumer Services
N. Malhotra, Sung Kim, Ashutosh Patil (2006)
Common Method Variance in IS Research: A Comparison of Alternative Approaches and a Reanalysis of Past ResearchManag. Sci., 52
Rodrigo Asencios, Christian Asencios, Efrain Ramos (2022)
Profit scoring for credit unions using the multilayer perceptron, XGBoost and TabNet algorithms: Evidence from PeruExpert Syst. Appl., 213
Run Zheng, Zhuyuan Li, Sanggyun Na (2022)
How customer engagement in the live-streaming affects purchase intention and customer acquisition, E-tailer's perspectiveJournal of Retailing and Consumer Services
Vitor Lima, M. Zanini, Hélio Irigaray (2022)
Non-dyadic human–robot interactions and online brand communitiesMarketing Intelligence & Planning
Man Yang, P. Gabrielsson (2017)
Entrepreneurial marketing of international high-tech business-to-business new ventures: A decision-making process perspectiveIndustrial Marketing Management, 64
Surajit Bag, Shivam Gupta, Sameer Kumar, U. Sivarajah (2020)
Role of technological dimensions of green supply chain management practices on firm performanceJ. Enterp. Inf. Manag., 34
Jano Jiménez-Barreto, Natalia Rubio, S. Molinillo (2021)
“Find a flight for me, Oscar!” Motivational customer experiences with chatbotsInternational Journal of Contemporary Hospitality Management
Barry Ardley (2011)
Marketing theory and critical phenomenology: Exploring the human side of management practiceMarketing Intelligence & Planning, 29
Muhammad Iqbal, A. Campbell (2021)
From luxury to necessity: Progress of touchless interaction technologyTechnology in Society, 67
T.William Chien, Chin-Hsiung Lin, B. Tan, Wen Lee (1999)
A neural networks-based approach for strategic planningInf. Manag., 35
P. Esch, D. Arli, Jenny Castner, Nabanita Talukdar, Gavin Northey (2018)
Consumer attitudes towards bloggers and paid blog advertisements: what’s new?Marketing Intelligence & Planning
Sheshadri Chatterjee, Ranjan Chaudhuri, D. Vrontis (2022)
Examining the role of cross-cultural factors in the international market on customer engagement and purchase intentionJournal of International Management
A. Safeer, He Yuanqiong, M. Abrar, Rizwan Shabbir, Hafiz Rasheed (2021)
Role of brand experience in predicting consumer loyaltyMarketing Intelligence & Planning
Rajat Behera, P. Bala, Nripendra Rana, Hatice Kizgin (2022)
A Techno-Business Platform to Improve Customer Experience Following the Brand Crisis Recovery: A B2B PerspectiveInformation Systems Frontiers, 24
Hung‐Tai Tsou, Mukti Putra (2023)
How gamification elements benefit brand love: the moderating effect of immersionMarketing Intelligence & Planning
A. Gupta, S. Pandey (2021)
Should we engage variety seeking customers?Journal of Asia Business Studies
Gioia Volkmar, Peter Fischer, Sven Reinecke (2022)
Artificial Intelligence and Machine Learning: Exploring drivers, barriers, and future developments in marketing managementJournal of Business Research
P. Podsakoff, Scott MacKenzie, Jeong-Yeon Lee, Nathan Podsakoff (2003)
Common method biases in behavioral research: a critical review of the literature and recommended remedies.The Journal of applied psychology, 88 5
Jennifer Logga, Julia Minsona, Don Mooreb (2019)
Organizational Behavior and Human Decision Processes
J.R. Reagan, M. Singh (2020)
Management 4.0: Cases and Methods for the 4th Industrial Revolution
Meng Li, Wenjing Li, Junfei Qiao (2022)
Design of a modular neural network based on an improved soft subspace clustering algorithmExpert Syst. Appl., 209
Amani Alabed, A. Javornik, Diana Gregory‐Smith (2022)
AI anthropomorphism and its effect on users' self-congruence and self–AI integration: A theoretical framework and research agendaTechnological Forecasting and Social Change
Anupama Vohra, N. Bhardwaj (2019)
From active participation to engagement in online communities: Analysing the mediating role of trust and commitmentJournal of Marketing Communications, 25
M. Stone, Eleni Aravopoulou, Y. Ekinci, Geraint Evans, Matt Hobbs, A. Labib, Paul Laughlin, J. Machtynger, Liz Machtynger (2020)
Artificial intelligence (AI) in strategic marketing decision-making: a research agendaThe Bottom Line
Darlin Apasrawirote, Kritcha Yawised, P. Muneesawang (2022)
Digital marketing capability: the mystery of business capabilitiesMarketing Intelligence & Planning
J. Mero, Anssi Tarkiainen, Juliana Tobon (2020)
Effectual and causal reasoning in the adoption of marketing automationIndustrial Marketing Management, 86
C. Fornell, D. Larcker (1981)
Evaluating structural equation models with unobservable variables and measurement error.Journal of Marketing Research, 18
Chia-Lin Hsu (2023)
Enhancing brand love, customer engagement, brand experience, and repurchase intention: Focusing on the role of gamification in mobile appsDecis. Support Syst., 174
Tomaž Čater, Barbara Čater (2010)
Product and relationship quality influence on customer commitment and loyalty in B2B manufacturing relationshipsIndustrial Marketing Management, 39
Na Li, Xiaojun Zhang, M. Limniou (2021)
A country’s national culture affects virtual learning environment adoption in higher education: a systematic review (2001–2020)Interactive Learning Environments, 31
B. Merrilees, Marek Serenty (2000)
Strategic marketing by change agents in Poland: the case of domestic marketing consulting firmsMarketing Intelligence & Planning, 18
X. Lim, J. Cheah, David Waller, H. Ting, S. Ng (2019)
What s-commerce implies? Repurchase intention and its antecedentsMarketing Intelligence & Planning
Mukta Srivastava, Sreeram Sivaramakrishnan (2021)
Mapping the themes and intellectual structure of customer engagement: a bibliometric analysisMarketing Intelligence & Planning
Jyh-Jeng Wu (2004)
Influence of market orientation and strategy on travel industry performance: an empirical study of e-commerce in TaiwanTourism Management, 25
Yupeng Mou, Tianjie Xu, Yanghong Hu (2023)
Uniqueness neglect on consumer resistance to AIMarketing Intelligence & Planning
Imran Khan (2023)
Customer engagement outcomes in mobile applications: Self-congruence as a moderatorJournal of Retailing and Consumer Services
Harrison Hampton, A. Foley, Dylan Rio, B. Smyth, D. Laverty, B. Caulfield (2022)
Customer engagement strategies in retail electricity markets: A comprehensive and comparative reviewEnergy Research & Social Science
L. Meyer‐Waarden, J. Bruwer, J. Galan (2023)
Loyalty programs, loyalty engagement and customer engagement with the company brand: Consumer-centric behavioral psychology insights from three industriesJournal of Retailing and Consumer Services
Samir Yerpude, T. Singhal (2019)
“Custolytics”International Journal of Emerging Markets
Yung-Shen Yen (2023)
Channel integration in grocery retailers via mobile applicationsMarketing Intelligence & Planning
C. Moorman, G. Zaltman, Rohit Deshpandé (1992)
Relationships between Providers and Users of Market Research: The Dynamics of Trust within and between OrganizationsJournal of Marketing Research, 29
Abdul Jabbar, Pervaiz Akhtar, S. Dani (2019)
Real-time big data processing for instantaneous marketing decisions: A problematization approachIndustrial Marketing Management
AdamsFrederick Powell, C. Noble, S. Noble, Sumin Han (2018)
Man vs machineEuropean Journal of Marketing, 52
S. Liao, Ling-Ling Yang (2020)
Mobile payment and online to offline retail business modelsJournal of Retailing and Consumer Services, 57
Su Chih-Yi, Lin Bou-Wen (2021)
Attack and defense in patent-based competition: A new paradigm of strategic decision-making in the era of the fourth industrial revolutionTechnological Forecasting and Social Change, 167
L. Ardito, A. Natalicchio, Antonio Petruzzelli, A. Garavelli (2018)
Organizing for Continuous Technology Acquisition: The Role of R&D Geographic DispersionChange Management Strategy eJournal
Joel Järvinen, Heini Taiminen (2016)
Harnessing marketing automation for B2B content marketingIndustrial Marketing Management, 54
Huigang Liang, Nilesh Saraf, Qing Hu, Yajiong Xue (2007)
Assimilation of Enterprise Systems: The Effect of Institutional Pressures and the Mediating Role of Top ManagementMIS Q., 31
Benjamin Abdel-Karim, Nicolas Pfeuffer, O. Hinz (2021)
Machine learning in information systems - a bibliographic review and open research issuesElectronic Markets, 31
F. Buttle, S. Maklan (2009)
Customer Relationship Management: Concepts and Technology, 72
With the advancement of digital transformation, it is important for e-retailers to use artificial intelligence (AI) for customer engagement (CE), as CE enables e-retail brands to succeed. Essentially, AI e-marketing (AIeMktg) is the use of AI technological approaches in e-marketing by blending customer data, and Retail 4.0 is the digitisation of the physical shopping experience. Therefore, in the era of Retail 4.0, this study investigates the factors influencing the use of AIeMktg for transforming CE.Design/methodology/approachThe primary data were collected from 305 e-retailer customers, and the analysis was performed using a quantitative methodology.FindingsThe results reveal that AIeMktg has tremendous applications in Retail 4.0 for CE. First, it enables marketers to swiftly and responsibly use data to anticipate and predict customer demands and to provide relevant personalised messages and offers with location-based e-marketing. Second, through a continuous feedback loop, AIeMktg improves offerings by analysing and incorporating insights from a 360-degree view of CE.Originality/valueThe main contribution of this study is to provide theoretical underpinnings of CE, AIeMktg, factors influencing the use of AIeMktg, and customer commitment in the era of Retail 4.0. Subsequently, it builds and validates structural relationships among such theoretical underpinning variables in transforming CE with AIeMktg, which is important for customers to expect a different type of shopping experience across digital channels.
Marketing Intelligence & Planning – Emerald Publishing
Published: Sep 3, 2024
Keywords: Artificial intelligence; Customer engagement; Customer commitment; Retail 4.0; E-Marketing
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.