Cited by 2,364Meta-analysis and systematic reviewsBusiness Strategies and Management ResearchPsychology Research and Bibliometrics

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)

Paul, Justin, Lim, Weng Marc, O’Cass, Aron, Hao, Andy Wei, Bresciani, Stefano·2021·International Journal of Consumer Studies

DOI 10.1111/ijcs.12695

Open this paper in CoChat — free account

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.

Integrity signals

Registry

Crossref · 10.1111/ijcs.12695

Cites

88 of 88 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

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?

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
Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement
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
Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods
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

Show all 87 references

Sorted by citations

Items 501–600 of 1,004

Gendered differences and strategies for work-life balance: Systematic review based on social ecological framework perspective
Sahni, S., Kaushal, L. A., & Gupta, P. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.105019 · Cited by 40
Bridging (over)tourism geographies: proposing a systems approach in overtourism research
Bäck, A., Lundmark, L., & Zachrisson, A. (2025) · Tourism Geographies · doi:10.1080/14616688.2025.2502507 · Cited by 26
Advancing service automation technology in tourism for sustainable development goals: a review and agenda for theories, contexts, methodologies and actions
Yong, R. Y. M., Chua, B., Han, H., et al. (2025) · Journal of Travel & Tourism Marketing · doi:10.1080/10548408.2025.2468463 · Cited by 22
The Nature of Work in the Media Industries: A Literature Review and Future Directions
Omidi, A., Zotto, C. D., & Picard, R. G. (2022) · Journalism and Media · doi:10.3390/journalmedia3010013 · Cited by 22
Sustainable Crafts: Describing Conceptual Evolution Through a Bibliometric Analysis and Systematic Literature Review
Prados‐Peña, M. B., Gálvez‐Sánchez, F. J., López, A. G., & Moreno, V. M. (2022) · Frontiers in Environmental Science · doi:10.3389/fenvs.2022.949681 · Cited by 23
Foreign market entry decision-making and heuristics: a mapping of the literature and future avenues
Guercini, S., & Milanesi, M. (2022) · Management Research Review · doi:10.1108/mrr-11-2021-0806 · Cited by 29
International Journal of Emerging Markets: a bibliometric review 2006–2020
Kumar, A., Sharma, S., Vashistha, R., Srivastava, V., Tabash, M. I., Munim, Z. H., & Paltrinieri, A. (2022) · International Journal of Emerging Markets · doi:10.1108/ijoem-05-2021-0668 · Cited by 33
How to establish practical contributions and convey practical implications? Guidelines on locating practice gaps and making recommendations for practice
Lim, W. M., & Bowman, C. S. (2023) · Activities Adaptation & Aging · doi:10.1080/01924788.2023.2232220 · Cited by 22
Self-citation
Barriers to the adoption of Islamic banking: a bibliometric analysis
Ali, Q., Parveen, S., Aspiranti, T., Nurhayati, N., & Rusgianto, S. (2023) · International Journal of Ethics and Systems · doi:10.1108/ijoes-01-2023-0001 · Cited by 22
New Research Trends in Sustainability in Family Businesses: A Bibliometric Literature Review
de Castro, G. A., & Iturralde, T. (2023) · European Journal of Family Business · doi:10.24310/ejfbejfb.v13i1.16744 · Cited by 22
Subsidiary performance measurement in international business research: A systematic review and future directions
Gundelach, H., & Nielsen, B. B. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.114252 · Cited by 20
A review on recent environmental electrochemistry approaches for the consolidation of a circular economy model
Acosta‐Santoyo, G., Treviño-Reséndez, J. D. J., Robles, I., Godı́nez, L. A., & García‐Espinoza, J. D. (2023) · Chemosphere · doi:10.1016/j.chemosphere.2023.140573 · Cited by 27
Comprehensive Scientometric Analysis and Longitudinal SDG Mapping of Quality and Reliability Engineering International Journal
Kumar, C., Pattnaik, D., Bălaş, V. E., et al. (2023) · Journal of Scientometric Research · doi:10.5530/jscires.12.3.053 · Cited by 22
Industrial doctorates: a systematic literature review and future research agenda
Compagnucci, L., & Spigarelli, F. (2024) · Studies in Higher Education · doi:10.1080/03075079.2024.2362407 · Cited by 23
FinTech in sustainable banking: An integrated systematic literature review and future research agenda with a TCCM framework
Rahman, M. S., Moral, I. H., Kaium, M. A., Sarker, G. A., Zahan, I., Hossain, G. M. S., & Khan, M. A. M. (2024) · Green Finance · doi:10.3934/gf.2024005 · Cited by 28
Untangling the Paradoxical Relationship Between Religion and Business: A Systematic Literature Review of Chief Executive Officer (CEO) Religiosity Research
Heubeck, T. (2024) · Journal of Business Ethics · doi:10.1007/s10551-024-05688-x · Cited by 31
Value formation in AI-integrated service system: review and implications on hospitality and tourism research
Lin, K. J., Zhang, K., Chen, S., Ye, H., Li, X., & Law, R. (2024) · Service Industries Journal · doi:10.1080/02642069.2024.2346235 · Cited by 23
Consumer behavior toward plant-based foods: a theoretical review, synthesis and conceptual framework
Matharu, G. K., von der Heidt, T., & Sorwar, G. (2024) · British Food Journal · doi:10.1108/bfj-06-2023-0555 · Cited by 22
Exploring the Critical Success Factors Influencing the Outcome of Digital Transformation Initiatives in Government Organizations
Maazmi, A. A., Piya, S., & Araci, Z. C. (2024) · Systems · doi:10.3390/systems12120524 · Cited by 49
Connecting smart mobility and car sharing using a systematic literature review. An outlook using Bibliometrix
Vătămănescu, E., Dominici, G., Ciuciuc, V.-E., Vițelar, A., & Anghel, F. G. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.144333 · Cited by 21
User adoption of digital currency: A systematic review and future agenda using TCCM approach
Singh, V., & Yadav, M. K. (2024) · Central Bank Review · doi:10.1016/j.cbrev.2024.100183 · Cited by 27
Artificial Intelligence and Consumer Financial Behavior: A Systematic Literature Review and Agenda for Future Research
Meng, K., Mahapatra, M. S., & Xiao, J. J. (2025) · Journal of Consumer Behaviour · doi:10.1002/cb.2497 · Cited by 27
Anthropomorphism of Artificial Intelligence Service Agent and Consumer Responses: A Systematic Literature Review and Future Research Agenda
Li, T., Wang, M., & Wang, F. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70066 · Cited by 23
A framework for preventive health marketing
Yap, S. F., Lim, W. M., Gaur, S. S., & Lim, P. Y. (2021) · Journal of Strategic Marketing · doi:10.1080/0965254x.2021.2013933 · Cited by 21
Self-citation
Transcending Linearity in Understanding Green Consumer Behaviour: A Social–Cognitive Framework for Behaviour Changes in an Emerging Economy Context
Dreyer, H., Sonnenberg, N. C., & van der Merwe, D. (2022) · Sustainability · doi:10.3390/su142214855 · Cited by 33
Unpacking business, management, and entrepreneurship education online: Insights from a hybrid literature review
Petrolo, D., Manesh, M. F., & Palumbo, R. (2023) · The International Journal of Management Education · doi:10.1016/j.ijme.2023.100812 · Cited by 21
Demystifying neurotourism: An interdisciplinary approach and research agenda
Cardoso, L., de Araújo, A. F., Silva, R., de Almeida, G. G. F., Campos, F., & Santos, L. L. (2023) · European Journal of Tourism Research · doi:10.54055/ejtr.v36i.3183 · Cited by 22
The role of smart technologies in managing supply chain post pandemic: an exploratory scientific procedures and rationales for systematic literature review
Agarwal, P., Malhotra, S. K., & Swami, S. (2024) · Journal of Science and Technology Policy Management · doi:10.1108/jstpm-07-2023-0106 · Cited by 27
How to improve the attractiveness of e-bikes for consumers: Insights from a systematic review
Mina, G., Bonadonna, A., Peira, G., & Beltramo, R. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.140957 · Cited by 21
The bright and dark side of metaverse marketing
Lim, W. M., Bansal, S., Nangia, P., & Singh, S. (2024) · Global Business and Organizational Excellence · doi:10.1002/joe.22271 · Cited by 30
Self-citation
Integrated Sensing and Communication in Next‐Generation Wireless Networks: Insights and Trends
Singh, S., & Samal, U. (2025) · International Journal of Communication Systems · doi:10.1002/dac.70014 · Cited by 21
Marketing at the bottom of the pyramid: Literature review and future research agenda
Vishnoi, P., Bhardwaj, N., & Vohra, A. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12804 · Cited by 30
Concept, Creation, Services and Future Directions of Digital Twins in the Construction Industry: A Systematic Literature Review
Liu, J., Duan, L., Lin, S., Ji, M., & Zhao, J. (2024) · Archives of Computational Methods in Engineering · doi:10.1007/s11831-024-10140-4 · Cited by 22
Adaptive apparel for people with disabilities: A systematic literature review and future research agenda
Rana, M. R. I., McBee‐Black, K., & Swazan, I. S. (2024) · International Journal of Consumer Studies · doi:10.1111/ijcs.13057 · Cited by 20
Maritime logistics and digital transformation with big data: review and research trend
An, J. (2024) · Maritime Business Review · doi:10.1108/mabr-10-2023-0069 · Cited by 26
The Scandinavian Journal of Economics at 125: a bibliometric overview
Figuerola‐Wischke, A., Merigó, J. M., Gil‐Lafuente, A. M., Kydland, F. E., & Amiguet, L. (2024) · Scandinavian Journal of Economics · doi:10.1111/sjoe.12582 · Cited by 20
Vehicle‐To‐Grid Technology Acceptance for Electric Vehicle Users: A Systematic Literature Review and Future Research Agenda
Liu, F., Wei, Z., Lin, Y. J., Huang, X., Li, Y., Huang, Y., & Lim, M. K. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70065 · Cited by 24
Business model innovation from dynamic capabilities perspective: A systematic literature review
Cruz-Sanchez, O. M., Cruz‐Cázares, C., & Hernández-Vivanco, A. (2025) · Journal of Business Research · doi:10.1016/j.jbusres.2025.115835 · Cited by 32
Going deep into a leader's integrity: A systematic review and the way forward
Nawaz, A., Gilal, F. G., Channa, K. A., & Gilal, R. G. (2022) · European Management Journal · doi:10.1016/j.emj.2022.11.001 · Cited by 20
What makes work smart in the public sector? Insights from a bibliometric analysis and interpretive literature review
Palumbo, R., Manesh, M. F., & Petrolo, D. (2022) · Public Management Review · doi:10.1080/14719037.2022.2152479 · Cited by 20
The secret ingredient? Uncovering the effect of organizational culture on quality management: a literature review
Palumbo, R., & Douglas, A. (2023) · International Journal of Quality & Reliability Management · doi:10.1108/ijqrm-03-2023-0077 · Cited by 20
Sustainability in the global value chain—a scientometric analysis
Jacob, N. R., Aggarwal, S., Saini, N., Wahid, R., & Sarwar, S. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-29381-0 · Cited by 20
Toxic play: Examining the issue of hate within gaming
Munn, L. (2023) · First Monday · doi:10.5210/fm.v28i9.12508 · Cited by 29
Global trends of pyrolysis research: a bibliometric analysis
Negro, A. M., Ortiz, I., Sánchez, J. M., Monte, M. C., Negro, C., & Blanco, Á. (2023) · Environmental Science and Pollution Research · doi:10.1007/s11356-023-31186-0 · Cited by 24
Economic uncertainty and direct property performance: a systematic review using the SPAR-4-SLR protocol
Ahiadu, A. A., & Abidoye, R. B. (2023) · Journal of Property Investment and Finance · doi:10.1108/jpif-08-2023-0073 · Cited by 20
Factors affecting attitude and purchase intention towards cause-related marketing: a systematic literature review using TCCM approach
Pandey, P. K., Bajpai, N., & Tiwari, A. V. (2023) · International Review on Public and Nonprofit Marketing · doi:10.1007/s12208-023-00392-4 · Cited by 20
181Routing Techniques in Network-On-Chip Based Multiprocessor-System-on-Chip forIOT:A Systematic Review
Muhsen, Y. R., Husin, N. A., Zolkepli, M., Manshor, N. B., Al-Hchaimi, A. A. J., & Albahri, A. S. (2024) · Iraqi Journal for Computer Science and Mathematics · doi:10.52866/ijcsm.2024.05.01.014 · Cited by 20
CSR in times of crisis: a systematic literature review
Glavas, D., & Visentin, G. (2024) · Management Review Quarterly · doi:10.1007/s11301-024-00445-w · Cited by 26
Blockchain and Smart Cities for Inclusive and Sustainable Communities: A Bibliometric and Systematic Literature Review
Biasin, M., & Foglie, A. D. (2024) · Sustainability · doi:10.3390/su16156669 · Cited by 21
Mapping the landscape of government data breaches: A bibliometric analysis of literature from 2006 to 2023
Hamid, S., & Huda, M. N. (2024) · Social Sciences & Humanities Open · doi:10.1016/j.ssaho.2024.101234 · Cited by 20
The silent struggle: a systematic review and bibliometric analysis of workplace ostracism
Asmita, A., Akhouri, A., Singh, G., & Tabash, M. I. (2024) · International journal of organizational analysis · doi:10.1108/ijoa-12-2023-4117 · Cited by 24
Drivers and outcomes of airline passenger satisfaction: A Meta-analysis
Eshaghi, M. S., Afshardoost, M., Lohmann, G., et al. (2024) · Journal of the Air Transport Research Society · doi:10.1016/j.jatrs.2024.100034 · Cited by 19
A Systematic Review on Worker Voice in the Platform Economy: The Constitution of a Grassroots Voice Mechanism
Dasgupta, P., McDonnell, A., Carbery, R., & Jooss, S. (2024) · Human Resource Management Journal · doi:10.1111/1748-8583.12587 · Cited by 20
Halal service quality: systematic review, conceptual model and future research
Noor, N. (2025) · Journal of Islamic accounting and business research · doi:10.1108/jiabr-06-2024-0211 · Cited by 32
Consumer Decision‐Making Processes Regarding Healthy Food Choices: A Systematic Literature Review and Future Research Agenda
Shah, P., Mahajan, H., Sompura, N. H., Sunil, A., & Naldurgakar, R. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70021 · Cited by 19
Live streaming in hospitality and tourism: a hybrid systematic review and way forward
Shao, Y., & Huang, S. S. (2025) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-02-2024-0295 · Cited by 20
Corporate social responsibility (CSR): a contemporary review of practices, impacts, and future directions
Kuhzady, S., Olya, H., & Han, H. (2025) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-08-2024-1150 · Cited by 19
Half a Century of Information Processing & Management: A bibliometric retrospective
Khorshidi, M. S., Merigó, J. M., & Beydoun, G. (2025) · Information Processing & Management · doi:10.1016/j.ipm.2025.104238 · Cited by 21
Responsible leadership: A systematic literature review, theoretical framework, and future research directions
Heim, I., Laker, B., & Tabaeifard, S. J. (2025) · Journal of Business Research · doi:10.1016/j.jbusres.2025.115801 · Cited by 19
Challenges and opportunities of brand corporate social responsibility classification: A review, new conceptualization and future research agenda
Prasad, A., & Kumar, R. S. (2022) · International Journal of Consumer Studies · doi:10.1111/ijcs.12844 · Cited by 19
Green bonds for sustainability: current pathways and new avenues
Kedia, N., & Joshipura, M. H. (2022) · Managerial Finance · doi:10.1108/mf-08-2022-0367 · Cited by 19
Mapping Internal Knowledge Transfers in Multinational Corporations
Castro, R. M., & Moreira, A. C. (2023) · Administrative Sciences · doi:10.3390/admsci13010016 · Cited by 19
Meaning‐oriented consumption: A systematic review and research agenda
Jain, S., Banerjee, R., & Sharma, R. W. (2023) · International Journal of Consumer Studies · doi:10.1111/ijcs.12927 · Cited by 26
The intellectual structure of gender equality research in the business economics literature
Diéz‐Martín, F., Miotto, G., & Del-Castillo-Feito, C. (2023) · Review of Managerial Science · doi:10.1007/s11846-023-00671-8 · Cited by 19
Refocusing digital entrepreneurship: an updated overview of the field, emerging opportunities and challenges
Olan, F., Troise, C., Damij, N., & Newbery, R. (2024) · International Journal of Entrepreneurial Behaviour & Research · doi:10.1108/ijebr-02-2023-0219 · Cited by 19
Operationalization of coopetition performance: challenge accepted
Klimas, P., Gadomska‐Lila, K., & Sachpazidu-Wójcicka, K. (2024) · Review of Managerial Science · doi:10.1007/s11846-024-00746-0 · Cited by 19
Perovskites synthesized by soft template-assisted hydrothermal method: A bibliometric analysis and new insights
Favacho, V. S. S., Melo, D. M. D. A., Costa, J. E. L., Silva, Y. K. R. O., Braga, R. M., & Medeiros, R. L. B. A. (2024) · International Journal of Hydrogen Energy · doi:10.1016/j.ijhydene.2024.06.326 · Cited by 20
Analyzing key drivers of digital transformation: A review and framework
Tangwaragorn, P., Charoenruk, N., Viriyasitavat, W., Tangmanee, C., Kanawattanachai, P., Hoonsopon, D., Pungpapong, V., Pattanapanyasat, R.-P., Boonpatcharanon, S., & Rhuwadhana, P. (2024) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2024.100680 · Cited by 23
Integrating exoskeletons in the construction sector: a systematic review of empirical evaluation tools and future directions
Al‐Khiami, M. I., Lindhard, S. M., & Wandahl, S. (2024) · Engineering Construction & Architectural Management · doi:10.1108/ecam-05-2024-0563 · Cited by 22
The Machiavellian, Narcissistic, and Psychopathic Consumers: A Systematic Review of Dark Triad
Khan, F. M., Khan, A. A., Ahmed, S. S., Naz, A., Salim, M., Zaheer, A., & Rashid, U. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70018 · Cited by 22
Global strategy evolution, devolution or revolution: Disruptions to globalization and international business introversion
Vrontis, D., Shams, S. M. R., Thrassou, A., & Kafouros, M. I. (2024) · Journal of International Management · doi:10.1016/j.intman.2024.101188 · Cited by 18
Unethical pro-organizational behavior: a systematic literature review and research agenda
Mukherjee, U., & Saritha, S. R. (2024) · International Journal of Ethics and Systems · doi:10.1108/ijoes-11-2023-0243 · Cited by 23
Digital platforms and the construction supply chain: trends and emerging themes in extant AEC research
Antai, I., Lenka, S., & Achtenhagen, L. (2024) · Construction Management and Economics · doi:10.1080/01446193.2024.2396592 · Cited by 23
The Rise of Fake Reviews: Toward a Marketing-Oriented Framework for Understanding Fake Reviews
Lim, W. M., Agarwal, R., Mishra, A. A., & Mehrotra, A. (2024) · Australasian Marketing Journal (AMJ) · doi:10.1177/14413582241283505 · Cited by 28
Self-citation
Bottling it? Consumer responses to less environmentally friendly products: A choice experiment for water in plastic packaging in the UK
Czine, P., Gorton, M., Gáthy, A. B., Vuk, A., Balogh, P., Chou, Y.-C., & Török, Á. (2024) · Journal of Environmental Management · doi:10.1016/j.jenvman.2024.123649 · Cited by 20
Anti‐Consumption Research: A Systematic Literature Review and Research Agenda
Garima, Sangroya, D., & Joshi, Y. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70014 · Cited by 21
The effects of disruptive technologies on accountability in fintech industry: Using bibliometric analysis to develop a research agenda
Secinaro, S. F., Lanzalonga, F., Oppioli, M., & de Nuccio, E. (2025) · Research in International Business and Finance · doi:10.1016/j.ribaf.2025.102816 · Cited by 18
Green supply chain management practices: review, framework and future research directions
Tetteh, F. K., Kwateng, K. O., Tukue, T., & Mensah, J. (2025) · Journal of responsible production and consumption. · doi:10.1108/jrpc-08-2024-0039 · Cited by 19
The Nexus Between Sustainability and Industry 5.0: A Hybrid Systematic Review and Future Research Agenda
Ciasullo, M. V., & Ferrara, M. (2025) · Global Business and Organizational Excellence · doi:10.1002/joe.70000 · Cited by 19
Uncovering Semantic Patterns in Sustainability Research: A Systematic NLP Review
Tashakori, E., Sobhanifard, Y., Aazami, A., & Khanizad, R. (2025) · Sustainable Development · doi:10.1002/sd.70319 · Cited by 21
The impact of technology on foreign language anxiety: A systematic review of empirical studies from 2004 to 2024
Huang, L., & Liu, M. Z. (2025) · Humanities and Social Sciences Communications · doi:10.1057/s41599-025-05921-6 · Cited by 45
“The SLR provides a rigorous framework for de ﬁ ning research questions, retrieving literature, and evaluating studies while minimizing bias (Diekemper et al., 2015; Paul et al., 2021).”
The emotion of pride in consumer behaviour and marketing: a review, classification and future research agenda
Kaur, H., & Verma, H. V. (2022) · Management Research Review · doi:10.1108/mrr-10-2021-0772 · Cited by 22
Blockchain application in consumer services: A review and future research agenda
Bhawna, Gupta, P., Rai, P., & Chauhan, A. K. (2023) · International Journal of Consumer Studies · doi:10.1111/ijcs.12940 · Cited by 21
Publication Trends from STEAM in Education from Scopus Database: Bibliometric Analysis
Supriyadi, E., Turmudi, T., Dahlan, J. A., & Juandi, D. (2023) · Jurnal Penelitian Pendidikan IPA · doi:10.29303/jppipa.v9i6.3576 · Cited by 18
Chenopodium quinoa Willd. and Amaranthus hybridus L.: Ancestral Andean Food Security and Modern Anticancer and Antimicrobial Activity
Romero-Benavides, J. C., Guaraca-Pino, E., Duarte, R., Rojas-Le-Fort, M., & Bailón-Moscoso, N. (2023) · Pharmaceuticals · doi:10.3390/ph16121728 · Cited by 25
Mapping research on the subjective well-being of knowledge workers: a systematic enquiry deploying bibliometrics
Khan, A. A., & Nasim, S. (2024) · Management Review Quarterly · doi:10.1007/s11301-023-00399-5 · Cited by 23
Understanding why do we stay in our jobs? A bibliometric and content analysis of job embeddedness in the past two decades (2001–2021)
Majumdarr, S., & Dasgupta, S. A. (2024) · Employee Relations · doi:10.1108/er-12-2022-0549 · Cited by 18
Gender and Advertising: A 50-Year Bibliometric Analysis
AYDIN, G. A., Yardibi, F., Aydın, Ş., Güdekli, İ. A., Aksoy, E., & Hoştut, S. (2024) · Journal of Advertising · doi:10.1080/00913367.2024.2343291 · Cited by 26
Navigating Supply Chain Resilience in the Knowledge Economy: Insights from Digital Technologies and Organizational Information Processing
Han, Y. (2024) · Journal of the Knowledge Economy · doi:10.1007/s13132-024-02289-x · Cited by 20
Virtual worlds, real opportunities: A review of marketing in the metaverse
Kumar, H. (2024) · Acta Psychologica · doi:10.1016/j.actpsy.2024.104517 · Cited by 25
Consumer Adoption of Internet of Things
Ladeira, W. J., Lim, W. M., Santini, F. D. O., Rasul, T., Frantz, B. B., Rosa, J. C. D. O., & Azhar, M. (2024) · Journal of Consumer Behaviour · doi:10.1002/cb.2427 · Cited by 20
Self-citation
Unraveling the two decades of Knowledge Hiding scholarship: A systematic review, bibliometric analysis, and literature synthesis
Khizar, H. M. U., Khurshid, R., & Al‐Waqfi, M. A. (2024) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2024.100624 · Cited by 17
Rural Tourism: A Hybrid Review and Future Research Agenda
Choudhary, V., Datta, B., & Mukherjee, S. (2025) · International Journal of Consumer Studies · doi:10.1111/ijcs.70006 · Cited by 16
A systematic review of AI-based chatbot usages in healthcare services
Jasim, K. M., Malathi, A., Bhardwaj, S., & Aw, E. C. (2025) · Journal of Health Organization and Management · doi:10.1108/jhom-12-2023-0376 · Cited by 23
Sustainable production and consumption: a bibliometric analysis of SDG-12 literature through a financial management lens
Dhaigude, A. S., Verma, A., & Nayak, G. (2025) · Cogent Economics & Finance · doi:10.1080/23322039.2025.2467882 · Cited by 17
Sustainable Development Policy Interventions: Stakeholder Engagement and Environmental Policy in Practice
Shabbir, M. S., & Salman, R. (2025) · Business Strategy and the Environment · doi:10.1002/bse.70274 · Cited by 22
In Pursuit of the “Pink Pound”: A Systematic Literature Review
Coombes, P. H., & Singh, P. (2022) · International Journal of Market Research · doi:10.1177/14707853221088732 · Cited by 17
Entrepreneurial team diversity – A systematic review and research agenda
Sundermeier, J., & Mahlert, N. (2022) · European Management Journal · doi:10.1016/j.emj.2022.10.010 · Cited by 17
International intermediaries: A systematic literature review and research agenda
Virtanen, Y., Yan, J., You, W., & Cai, H. (2022) · European Management Journal · doi:10.1016/j.emj.2022.11.005 · Cited by 24
After-Sales Attributes in E-Commerce: A Systematic Literature Review and Future Research Agenda
Ferraz, R. M., da Veiga, C. P., da Veiga, C. R. P., Furquim, T. S. G., & da Silva, W. V. (2023) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer18010025 · Cited by 22

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
ORCID: Paul, Justin
Lim, Weng Marc
O’Cass, Aron
Bresciani, Stefano
Venue: International Journal of Consumer Studies
Publisher: Wiley
Published: 2021-05-12
Volume: 45
Issue: 4
ISSN: 1470-6423 (ISSN-L)
1470-6431
DOI: 10.1111/ijcs.12695
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
Licence: onlinelibrary.wiley.com/termsAndConditions#vor (vor)
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

Scientific procedures and rationales for systematic literature reviews (SPAR‐4‐SLR)

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Citations

Cites

Cited by

Related

Metadata

Record

About these checks