The DOI matches its Crossref record; 88 of the 88 references it cites were found in a registry or an index.
Scientific procedures and rationales for systematic literature reviews (SPAR‐4‐SLR)
Abstract
Many guiding articles on literature reviews exist, but few have delivered an authoritative protocol that researchers can rely upon with clarity and confidence. To commemorate the inaugural annual special issue on systematic literature reviews in the International Journal of Consumer Studies , the editors have pooled their expertize and experience of authoring, editing, and reviewing literature reviews to develop a rigorous review protocol—that is, the Scientific Procedures and Rationales for Systematic Literature Reviews ( SPAR‐4‐SLR ) protocol—that researchers can rely upon to guide and justify decisions in systematic literature reviews. Using an interrogative approach, the editors begin with a discussion of the “what,” “why,” “when,” “where,” “who,” and “how” of systematic literature reviews. The editors conclude with systematic literature review exemplars in the inaugural special issue.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Moreover, when these reviews are structured scientifically and systematically based on theories, constructs and methodologies, they enable researchers to pinpoint existing research gaps in the literature (Mariani et al. 2022;Paul et al. 2021).”
From Influencer Marketing and Tourist Behaviour: A Systematic Literature Review of Attitudes, Intentions and Behaviours in Tourism (2026) · cites this paper as Paul et al. 2021
In the citing paper
“Following that, in accordance with the best practices suggested by Denyer and Tranfield (2009), Paul et al. (2021), Paul and Criado (2020), two authors independently read the title and abstract of each paper, primarily to determine whether or not they corroborate with the purpose of our study.”
From Welcome to the destination! Social media influencers as cogent determinant of travel decision: A systematic literature review and conceptual framework (2023) · cites this paper as Paul et al. (2021)
Citations
Cites
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: the PRISMA statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & for the PRISMA Group (2009) · BMJ · doi:10.1136/bmj.b2535 · Cited by 83,823
Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & The PRISMA Group (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000097 · Cited by 64,042
PRISMA-P Group, Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., & Stewart, L. A. (2015) · Systematic Reviews · doi:10.1186/2046-4053-4-1 · Cited by 26,223
Literature review as a research methodology: An overview and guidelines
Snyder, H. (2019) · Journal of Business Research · doi:10.1016/j.jbusres.2019.07.039 · Cited by 11,524
Absorptive Capacity: A Review, Reconceptualization, and Extension
Zahra, S. A., & George, G. (2002) · The Academy of Management Review · doi:10.5465/amr.2002.6587995 · Cited by 10,758
Consumers and Their Brands: Developing Relationship Theory in Consumer Research
Fournier, S. (1998) · Journal of Consumer Research · doi:10.1086/209515 · Cited by 7,542
Emotion knowledge: further exploration of a prototype approach
Shaver, P., Schwartz, J., Kirson, D., & O'Connor, C. (1987) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.52.6.1061 · Cited by 3,072
How to SHIFT Consumer Behaviors to be More Sustainable: A Literature Review and Guiding Framework
White, K., Habib, R., & Hardisty, D. J. (2019) · Journal of Marketing · doi:10.1177/0022242919825649 · Cited by 2,973
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., & Thiele, K. O. (2017) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-017-0517-x · Cited by 2,712
The art of writing literature review: What do we know and what do we need to know?
Paul, J., & Criado, A. R. (2020) · International Business Review · doi:10.1016/j.ibusrev.2020.101717 · Cited by 2,347
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Digital transformation: A review and research agenda
Plekhanov, D., Franke, H., & Netland, T. H. (2022) · European Management Journal · doi:10.1016/j.emj.2022.09.007 · Cited by 634
Personalization in personalized marketing: Trends and ways forward
Chandra, S., Verma, S., Lim, W. M., Kumar, S., & Donthu, N. (2022) · Psychology & Marketing · doi:10.1002/mar.21670 · Cited by 595
Self-citationAdvancing knowledge through literature reviews: ‘what’, ‘why’, and ‘how to contribute’
Lim, W. M., Kumar, S., & Ali, F. (2022) · Service Industries Journal · doi:10.1080/02642069.2022.2047941 · Cited by 569
Self-citationAli, O., Abdelbaki, W., Shrestha, A., Elbasi, E., Alryalat, M. A. A., & Dwivedi, Y. K. (2023) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2023.100333 · Cited by 568
Paul, J., Khatri, P., & Duggal, H. K. (2023) · Journal of Decision System · doi:10.1080/12460125.2023.2197700 · Cited by 617
Self-citationPast, present, and future of customer engagement
Lim, W. M., Rasul, T., Kumar, S., & Ala, M. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2021.11.014 · Cited by 640
Self-citationMeta‐analysis and traditional systematic literature reviews—What, why, when, where, and how?
Paul, J., & Barari, M. M. (2022) · Psychology and Marketing · doi:10.1002/mar.21657 · Cited by 640
Self-citationGuidelines for interpreting the results of bibliometric analysis: A sensemaking approach
Lim, W. M., & Kumar, S. (2023) · Global Business and Organizational Excellence · doi:10.1002/joe.22229 · Cited by 573
Self-citationKumar, S., Sharma, D., Rao, S. K., Lim, W. M., & Mangla, S. K. (2022) · Annals of Operations Research · doi:10.1007/s10479-021-04410-8 · Cited by 497
Self-citationSauer, P., & Seuring, S. (2023) · Reviews of Management Sciences · doi:10.1007/s11846-023-00668-3 · Cited by 514
Lim, W. M., Kumar, S., & Donthu, N. (2024) · Journal of Business Research · doi:10.1016/j.jbusres.2024.114760 · Cited by 535
Self-citationCustomer engagement and social media: Revisiting the past to inform the future
Lim, W. M., & Rasul, T. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.04.068 · Cited by 427
Self-citationConsumers’ purchase behaviour and green marketing: A synthesis, review and agenda
Sharma, A. P. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12722 · Cited by 500
Kumar, S., Lim, W. M., Sivarajah, U., & Kaur, J. (2022) · Information Systems Frontiers · doi:10.1007/s10796-022-10279-0 · Cited by 441
Self-citationFactors affecting green purchase behavior: A systematic literature review
Sharma, K., Aswal, C., & Paul, J. (2022) · Business Strategy and the Environment · doi:10.1002/bse.3237 · Cited by 454
Self-citationWriting an impactful review article: What do we know and what do we need to know?
Paul, J., Merchant, A., Dwivedi, Y. K., & Rose, G. M. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2021.05.005 · Cited by 335
Self-citationSocial media influencer marketing: foundations, trends, and ways forward
Joshi, Y., Lim, W. M., Jagani, K., & Kumar, S. (2023) · Electronic Commerce Research · doi:10.1007/s10660-023-09719-z · Cited by 552
Self-citationWhat do we know about transfer pricing? Insights from bibliometric analysis
Kumar, S., Pandey, N., Lim, W. M., Chatterjee, A. N., & Pandey, N. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2021.05.041 · Cited by 334
Self-citationAlexa, what do we know about conversational commerce? Insights from a systematic literature review.
Lim, W. M., Kumar, S., Verma, S., & Chaturvedi, R. (2022) · Psychology & Marketing · doi:10.1002/mar.21654 · Cited by 293
Self-citationKlarin, A. (2024) · International Journal of Consumer Studies · doi:10.1111/ijcs.13031 · Cited by 292
Kim, J., Yang, K., Min, J., & White, B. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12700 · Cited by 292
A typology of validity: content, face, convergent, discriminant, nomological and predictive validity
Lim, W. M. (2024) · Journal of Trade Science · doi:10.1108/jts-03-2024-0016 · Cited by 347
Self-citationImpulse buying: A systematic literature review and future research directions
Redine, A., Deshpande, S., Jebarajakirthy, C., & Surachartkumtonkun, J. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12862 · Cited by 351
Hentzen, J. K., Hoffmann, A. O. I., Dolan, R. M., & Pala, E. (2021) · International Journal of Bank Marketing · doi:10.1108/ijbm-09-2021-0417 · Cited by 327
Hosen, M., Ogbeibu, S., Giridharan, B., Cham, T., Lim, W. M., & Paul, J. (2021) · Computers & Education · doi:10.1016/j.compedu.2021.104262 · Cited by 314
Self-citationToward advancing theory on creativity in marketing and artificial intelligence
Ameen, N., Sharma, G. D., Tarba, S. Y., Rao, A., & Chopra, R. (2022) · Psychology and Marketing · doi:10.1002/mar.21699 · Cited by 304
Kumar, S., Sahoo, S., Lim, W. M., & Dana, L. (2021) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2021.121393 · Cited by 233
Self-citationDigital entrepreneurship research: A systematic review
Paul, J., Alhassan, I., Binsaif, N. H., & Singh, P. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.113507 · Cited by 230
Self-citationOnline food delivery: A systematic synthesis of literature and a framework development
Shankar, A., Jebarajakirthy, C., Nayal, P., Maseeh, H. I., Kumar, A., & Achchuthan, S. (2022) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2022.103240 · Cited by 248
Paul, J., & Bhukya, R. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12727 · Cited by 223
Self-citationAzmat, F., Lim, W. M., Moyeen, A., Voola, R., & Gupta, G. K. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.114170 · Cited by 251
Self-citationMobile advertising: A systematic literature review and future research agenda
Jebarajakirthy, C., Maseeh, H. I., Morshed, Z., Shankar, A., Arli, D. I., & Pentecost, R. D. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12728 · Cited by 215
Empowering education development through AIGC: A systematic literature review
Chen, X., Hu, Z., & Wang, C. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-12549-7 · Cited by 232
Mora, L., Gerli, P., Ardito, L., & Petruzzelli, A. M. (2023) · Technovation · doi:10.1016/j.technovation.2023.102717 · Cited by 203
Green-hydrogen research: What have we achieved, and where are we going? Bibliometrics analysis
Raghu Raman, R., Nair, V. K., Prakash, V., Patwardhan, A., & Nedungadi, P. (2022) · Energy Reports · doi:10.1016/j.egyr.2022.07.058 · Cited by 226
Electric vehicles’ consumer behaviours: Mapping the field and providing a research agenda
Secinaro, S. F., Calandra, D., Lanzalonga, F., & Ferraris, A. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.06.011 · Cited by 219
Raghu Raman, R., Subramaniam, N., Nair, V. K., Shivdas, A., Achuthan, K., & Nedungadi, P. (2022) · Sustainability · doi:10.3390/su14159160 · Cited by 244
Theory of planned behavior in consumer behavior research: A systematic literature review
Rozenkowska, K. (2023) · International Journal of Consumer Studies · doi:10.1111/ijcs.12970 · Cited by 288
Consumer ethics: A review and research agenda
Hassan, S. M., Rahman, Z., & Paul, J. (2021) · Psychology and Marketing · doi:10.1002/mar.21580 · Cited by 199
Self-citationDigital platforms for business-to-business markets: A systematic review and future research agenda
Shree, D., Singh, R. K., Paul, J., Hao, A. W., & Xu, S. (2021) · Journal of Business Research · doi:10.1016/j.jbusres.2021.08.031 · Cited by 182
Self-citationAI advertising: An overview and guidelines
Ford, J., Jain, V., Wadhwani, K., & Gupta, D. G. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.114124 · Cited by 176
Transitioning green finance from theory to practice for renewable energy development
Sharma, G. D., Verma, M., Shahbaz, M. Q., Gupta, M., & Chopra, R. (2022) · Renewable Energy · doi:10.1016/j.renene.2022.06.041 · Cited by 190
Organizational Ambidexterity: A Review and Research Agenda
Chakma, R., Paul, J., & Dhir, S. (2021) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2021.3114609 · Cited by 199
Self-citationUnlocking the recipe for organizational resilience: A review and future research directions
Su, W., & Junge, S. (2023) · European Management Journal · doi:10.1016/j.emj.2023.03.002 · Cited by 221
Goel, P., Kaushık, N., Sivathanu, B., Pillai, R., & Vikas, J. V. (2022) · Tourism Review · doi:10.1108/tr-03-2021-0138 · Cited by 188
Coping with crisis: The paradox of technology and consumer vulnerability
Yap, S. F., Xu, Y., & Tan, L. P. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12724 · Cited by 188
Consumption practices during the COVID‐19 crisis
Gordon‐Wilson, S. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12701 · Cited by 179
Brand communities: A literature review and future research agendas using TCCM approach
Bhattacharjee, D. R., Pradhan, D., & Swani, K. (2021) · International Journal of Consumer Studies · doi:10.1111/ijcs.12758 · Cited by 179
Blockchain for sustainable supply chain management: trends and ways forward
Sahoo, S., Kumar, S., Sivarajah, U., Lim, W. M., Westland, J. C., & Kumar, A. (2022) · Electronic Commerce Research · doi:10.1007/s10660-022-09569-1 · Cited by 210
Self-citationJayawardena, N. S., Thaichon, P., Quach, S., Razzaq, A., & Behl, A. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.113739 · Cited by 184
Kim, H., So, K. K. F., Shin, S., & Li, J. (2024) · Journal of Hospitality & Tourism Research · doi:10.1177/10963480241229235 · Cited by 199
Adoption of digital financial transactions: A review of literature and future research agenda
Kajol, K., Singh, R. K. P. G., & Paul, J. (2022) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.121991 · Cited by 195
Self-citationGlobal employability skills in the 21st century workplace: A semi-systematic literature review
Tushar, H., & Sooraksa, N. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e21023 · Cited by 251
Blockchain technology and supply chains: The paradox of the atheoretical research discourse
Zhu, Q., Bai, C. A., & Sarkis, J. (2022) · Transportation Research Part E Logistics and Transportation Review · doi:10.1016/j.tre.2022.102824 · Cited by 160
Lim, W. M. (2022) · Australasian Marketing Journal (AMJ) · doi:10.1177/18393349211069152 · Cited by 167
Self-citationThe state of the art of strategic leadership
Singh, A., Lim, W. M., Jha, S., Kumar, S., & Ciasullo, M. V. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.113676 · Cited by 150
Self-citationPast, present, and future of knowledge management for business sustainability
Chopra, M., Saini, N., Kumar, S., Varma, A., Mangla, S. K., & Lim, W. M. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2021.129592 · Cited by 149
Self-citationVisual merchandising and store atmospherics: An integrated review and future research directions
Basu, R., Paul, J., & Singh, K. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.07.019 · Cited by 143
Self-citationDesign thinking and artificial intelligence: A systematic literature review exploring synergies
Sreenivasan, A., & Suresh, M. (2024) · International Journal of Innovation Studies · doi:10.1016/j.ijis.2024.05.001 · Cited by 202
Chemnad, K., & Othman, A. (2024) · Frontiers in Artificial Intelligence · doi:10.3389/frai.2024.1349668 · Cited by 140
ChatGPT in higher education - a synthesis of the literature and a future research agenda
Bhullar, P. S., Joshi, M., & Chugh, R. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-12723-x · Cited by 139
Adoption of Artificial Intelligence in Education: A Systematic Literature Review
Al-Momani, A. M., & Ramayah, T. (2024) · Studies in computational intelligence · doi:10.1007/978-3-031-61463-7_7 · Cited by 151
Lim, W. M., Ciasullo, M. V., Douglas, A., & Kumar, S. (2022) · Total Quality Management & Business Excellence · doi:10.1080/14783363.2022.2048952 · Cited by 158
Self-citationIs Big Data Adoption Shaping Business Landscapes? An Overview of Current Hotspots and Future Trends
Al-Momani, A. M., Al-Sharafi, M. A., Jarrah, M. A. A., & Hijazeen, O. W. E. (2024) · Data & Metadata · doi:10.56294/dm2025536 · Cited by 134
Neuromarketing Tools Used in the Marketing Mix: A Systematic Literature and Future Research Agenda
Alsharif, A. H., Salleh, N. Z. M., Abdullah, M., Khraiwish, A., & Ashaari, A. (2023) · SAGE Open · doi:10.1177/21582440231156563 · Cited by 133
A story to sell: The influence of storytelling on consumers' purchasing behavior
Júnior, J. R. D. O., Limongi, R., Lim, W. M., Eastman, J. K., & Kumar, S. (2022) · Psychology and Marketing · doi:10.1002/mar.21758 · Cited by 130
Self-citationHasan, M., Hoque, A., Abedin, M. Z., & Gasbarro, D. (2024) · International Review of Financial Analysis · doi:10.1016/j.irfa.2024.103473 · Cited by 169
Value co-creation research in tourism and hospitality management: A systematic literature review
John, S. P., & Supramaniam, S. (2023) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2023.11.008 · Cited by 147
Live Streaming Commerce: A Review and Research Agenda
Luo, X., Lim, W. M., Cheah, J., Lim, X., & Dwivedi, Y. K. (2023) · Journal of Computer Information Systems · doi:10.1080/08874417.2023.2290574 · Cited by 184
Self-citationKumar, D., Singh, R. K., Mishra, R., & Wamba, S. F. (2022) · Computers & Industrial Engineering · doi:10.1016/j.cie.2022.108455 · Cited by 118
Wang, S., Cheah, J., Wong, C. Y., & Ramayah, T. (2023) · International Journal of Physical Distribution & Logistics Management · doi:10.1108/ijpdlm-06-2023-0200 · Cited by 157
Developing classic systematic literature reviews to advance knowledge: Dos and don'ts
Paul, J., & Menzies, J. L. (2023) · European Management Journal · doi:10.1016/j.emj.2023.11.006 · Cited by 120
Self-citationBRAND ACTIVISM: A Literature Review and Future Research Agenda
Cammarota, A., D’Arco, M., Marino, V., & Resciniti, R. (2023) · International Journal of Consumer Studies · doi:10.1111/ijcs.12967 · Cited by 142
Green consumer research: Trends and way forward based on bibliometric analysis
Haba, H. F., Bredillet, C. N., & Dastane, O. (2022) · Cleaner and Responsible Consumption · doi:10.1016/j.clrc.2022.100089 · Cited by 158
Jahani, N., Sepehri, A., Vandchali, H. R., & Tirkolaee, E. B. (2021) · Sustainability · doi:10.3390/su13147520 · Cited by 115
Marketing analytics: The bridge between customer psychology and marketing decision‐making
Basu, R., Lim, W. M., Kumar, A., & Kumar, S. (2023) · Psychology and Marketing · doi:10.1002/mar.21908 · Cited by 157
Self-citationMariani, M. M., & Borghi, M. (2023) · International Journal of Production Research · doi:10.1080/00207543.2022.2160027 · Cited by 157
Menzies, J. L., Sabert, B., Hassan, R., & Mensah, P. K. (2024) · Thunderbird International Business Review · doi:10.1002/tie.22370 · Cited by 145
Game on! A state-of-the-art overview of doing business with gamification
Sharma, W., Lim, W. M., Kumar, S., Verma, A., & Kumra, R. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122988 · Cited by 161
Self-citationNaghib, A., Gharehchopogh, F. S., & Zamanifar, A. (2025) · Artificial Intelligence Review · doi:10.1007/s10462-024-11101-w · Cited by 135
Ghorbani, M., Karampela, M., & Tonner, A. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12791 · Cited by 122
Immersive technologies and consumer behavior: A systematic review of two decades of research
Ambika, A., Shin, H., & Jain, V. (2023) · Australian Journal of Management · doi:10.1177/03128962231181429 · Cited by 121
The artificial intelligence-enabled customer experience in tourism: a systematic literature review
Ghesh, N., Alexander, M., & Davis, A. (2023) · Tourism Review · doi:10.1108/tr-04-2023-0255 · Cited by 121
Lim, W. M. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2022.113638 · Cited by 108
Self-citationPublishing in premier journals with high impact factor and Q1 journals: Dos and Don'ts
Paul, J. (2024) · International Journal of Consumer Studies · doi:10.1111/ijcs.13049 · Cited by 109
Self-citationNarrative transportation: A systematic literature review and future research agenda
Thomas, V. L., & Grigsby, J. L. (2024) · Psychology and Marketing · doi:10.1002/mar.22011 · Cited by 108
Ed‐Dafali, S., Adardour, Z., Derj, A., Bami, A., & Hussainey, K. (2024) · Business Strategy and the Environment · doi:10.1002/bse.4069 · Cited by 123
Resolving energy poverty for social change: Research directions and agenda
Shahzad, U., Gupta, M., Sharma, G. D., Rao, A., & Chopra, R. (2022) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2022.121777 · Cited by 111
Alternative protein consumption: A systematic review and future research directions
Nguyen, J., Ferraro, C., Sands, S., & Luxton, S. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12797 · Cited by 106
Circular economy, bioeconomy, and sustainable development goals: a systematic literature review
Ferraz, D., & Pyka, A. (2023) · Environmental science and pollution research international · doi:10.1007/s11356-023-29632-0 · Cited by 111
Brand hate: A systematic literature review and future research agenda
Yadav, A. P., & Chakrabarti, S. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12772 · Cited by 105
Lim, W. M., Aggarwal, A., & Dandotiya, R. (2022) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2022.102936 · Cited by 102
Self-citationLim, W. M. (2022) · Global Business and Organizational Excellence · doi:10.1002/joe.22163 · Cited by 102
Self-citationWell‐being of higher education consumers: A review and research agenda
Khatri, P., & Duggal, H. K. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12783 · Cited by 113
Literature review on life cycle assessment of transportation alternative fuels
Liu, F., Shafique, M., & Luo, X. (2023) · Environmental Technology & Innovation · doi:10.1016/j.eti.2023.103343 · Cited by 105
Beloskar, V. D., Haldar, A., & Gupta, A. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.114442 · Cited by 99
Virtual Laboratories- A historical review and bibliometric analysis of the past three decades
Raghu Raman, R., Achuthan, K., Nair, V. K., & Nedungadi, P. (2022) · Education and Information Technologies · doi:10.1007/s10639-022-11058-9 · Cited by 128
Migration of skilled professionals across the border: Brain drain or brain gain?
Bhardwaj, B., & Sharma, D. (2022) · European Management Journal · doi:10.1016/j.emj.2022.12.011 · Cited by 98
Ad avoidance in the digital context: A systematic literature review and research agenda
Çelik, F., Çam, M. S., & Köseoğlu, M. A. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12882 · Cited by 119
Raghu Raman, R., Lathabai, H. H., Pattnaik, D., Kumar, C., & Nedungadi, P. (2024) · Discover Sustainability · doi:10.1007/s43621-024-00182-w · Cited by 119
Metadata
- Authors
- Paul, J., Lim, W. M., O’Cass, A., Hao, A. W., & Bresciani, S.
- Affiliations
- Indian Institute of Management Kozhikode (IN)
- Swinburne University of Technology (AU)
- Macquarie University (AU)
- University of Hartford (US)
- University of Turin (IT)
- Corresponding author
- Lim, Weng Marc
- Venue
- International Journal of Consumer Studies
- Publisher
- Wiley
- Published
- 2021-05-12
- Volume
- 45
- Issue
- 4
- ISSN
- 1470-6423 (ISSN-L)
- 1470-6431
- OpenAlex
- W3154271163
- Cited by
- 2,364
- References
- 87
- Citations by year
- 2026: 654 · 2025: 642 · 2024: 530 · 2023: 333 · 2022: 162 · 2021: 41
- FWCI
- 11.11
- Type
- journal article
- Language
- en
- Update notices
- correction (2021-08-04)
- Open access
- closed
- Locations
- International Journal of Consumer Studies (publishedVersion)
- Institutional Research Information System University of Turin (University of Turin) (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Social Sciences › Business, Management and Accounting › Strategy and Management › Business Strategies and Management Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Psychology Research and Bibliometrics
- Keywords
- systematic reviews, research methodology, consumer research
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
