Consequences of “greenwashing”: Consumers’ reactions to hotels’ green initiatives
Abstract
Purpose – This quasi-experimental study aimed to investigate, drawing upon influential discounting behavior theory and cognition – affect – behavior (C-A-B) paradigm, consumers’ reactions to the phenomenon of “greenwashing” in the lodging industry. More specifically, this paper proposed and tested a theoretical model that examined whether recognizing the ulterior motive caused consumer skepticism about hotels’ environmental claims, which in turn influenced consumers’ intention to participate in linen reuse program and intention to revisit the hotel. Additionally, the moderating effects of ecological concern on the relationship between skepticism and intention to participate and between skepticism and intention to revisit were examined. Design/methodology/approach – A quasi-experimental design was used with two conditions (control vs ulterior motive) employing staff members of a US public university as study participants. In total, 638 useful responses were received. Findings – The results of this study revealed that an ulterior motive of hotels’ environmental claims evoked consumer skepticism, which, in turn, negatively influenced consumers’ intention to participate in the linen reuse program and intention to revisit the hotel. Skepticism was found to partially mediate the relationships between ulterior motive and intention to participate and between ulterior motive and intention to revisit. Consumers’ ecological concern was not found to moderate the relationship between skep…
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Perception of greenwashing reduces consumer trust and weakens green purchase intention.
“Several studies highlight that the perception of greenwashing reduces consumer trust in companies and their environmental communications, weakening green purchase intention, as consumers are more likely to buy eco-friendly products from companies they perceive as authentic in their sustainability initiatives (Chen and Chang 2013;Nyilasy et al. 2014;Rahman et al. 2015;Gatti et al. 2019).”
From Does Greenwashing Wash Away Gen Z's Green Purchase Intention? (2025) · cites this paper as Rahman et al. 2015
Perceived greenwashing offers a broader and more integrative conceptual lens than related constructs such as trust, skepticism, and green consumer confusion.
“While related constructs such as trust, skepticism, and green consumer confusion have been frequently employed to explain consumer responses to sustainability claims (Chen and Chang 2013;Rahman et al. 2015;Schmuck et al. 2018), perceived greenwashing offers a broader and more integrative conceptual lens.”
From Does Greenwashing Wash Away Gen Z's Green Purchase Intention? (2025) · cites this paper as Rahman et al. 2015
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Perceived Greenwashing: The Effects of Green Marketing on Environmental and Product Perceptions
Szabo, S., & Webster, J. (2020) · Journal of Business Ethics · doi:10.1007/s10551-020-04461-0 · Cited by 885 · see citing works
Henninger, C. E., Alevizou, P., & Oates, C. J. (2016) · Journal of Fashion Marketing and Management · doi:10.1108/jfmm-07-2015-0052 · Cited by 506 · see citing works
Reinforcing competitive advantage through green organizational culture and green innovation
Gürlek, M., & Tuna, M. (2017) · Service Industries Journal · doi:10.1080/02642069.2017.1402889 · Cited by 471 · see citing works
Jing, W., Wang, S., Xue, H., Yu, W., & Li, J. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.01.250 · Cited by 372 · see citing works
GREENWASHING BEHAVIOURS: CAUSES, TAXONOMY AND CONSEQUENCES BASED ON A SYSTEMATIC LITERATURE REVIEW
Yang, Z. G. O., Nguyen, T. T. H., Nguyen, H. N., Nguyen, T. T., & Cao, T. T. (2020) · Journal of Business Economics and Management · doi:10.3846/jbem.2020.13225 · Cited by 404 · see citing works
Greenwash and Green Purchase Intention: The Mediating Role of Green Skepticism
Nguyen, T. T. H., Yang, Z. G. O., Nguyen, N., Johnson, L. W., & Cao, T. K. (2019) · Sustainability · doi:10.3390/su11092653 · Cited by 345 · see citing works
Rahman, I., & Reynolds, D. (2015) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2015.09.007 · Cited by 353 · see citing works
Self-citationA review of the business case for CSR in the hospitality industry
Rhou, Y., & Singal, M. (2019) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2019.102330 · Cited by 323 · see citing works
Uyar, A., Karaman, A. S., & Kılıç, M. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.119997 · Cited by 325 · see citing works
Gatti, L., Seele, P., & Rademacher, L. (2019) · International Journal of Corporate Social Responsibility · doi:10.1186/s40991-019-0044-9 · Cited by 310 · see citing works
Sun, Z., & Zhang, W. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.05.335 · Cited by 294 · see citing works
Corporate social responsibility in tourism and hospitality
Font, X., & Lynes, J. K. (2018) · Journal of Sustainable Tourism · doi:10.1080/09669582.2018.1488856 · Cited by 253 · see citing works
No End in Sight? A Greenwash Review and Research Agenda
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Greenwashing in hotels: A structural model of trust and behavioral intentions
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Self-citationSantos, C., Coelho, A., & Marques, A. (2024) · Management Review Quarterly · doi:10.1007/s11301-023-00337-5 · Cited by 235 · see citing works
Jing, W., Wang, S., Wang, Y., Li, J., & Zhao, D. (2018) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-04-2017-0223 · Cited by 223 · see citing works
Rahman, S. U., & Nguyen‐Viet, B. (2022) · Business Strategy and the Environment · doi:10.1002/bse.3256 · Cited by 247 · see citing works
Rahman, I., & Reynolds, D. (2017) · International Journal of Hospitality & Tourism Administration · doi:10.1080/15256480.2017.1359729 · Cited by 209 · see citing works
Self-citationEffectiveness of Travel Social Media Influencers: A Case of Eco-Friendly Hotels
Kapoor, P. S., Balaji, M. S., Jiang, Y., & Jebarajakirthy, C. (2022) · Journal of Travel Research · doi:10.1177/00472875211019469 · Cited by 185 · see citing works
Nygaard, A., & Silkoset, R. (2022) · Business Strategy and the Environment · doi:10.1002/bse.3338 · Cited by 189 · see citing works
Green hotel adoption: a personal choice or social pressure?
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He, Q., Wang, Z., Wang, G., Zuo, J., Wu, G., & Liu, B. (2020) · Sustainable Cities and Society · doi:10.1016/j.scs.2020.102462 · Cited by 165 · see citing works
Kahraman, A., & Kazançoğlu, İ. (2019) · Business Strategy and the Environment · doi:10.1002/bse.2312 · Cited by 161 · see citing works
Yeşiltaş, M., Gürlek, M., & Kenar, G. (2022) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2022.131051 · Cited by 160 · see citing works
The influence of green marketing functions in building corporate image
Yadav, R., Dokania, A. K., & Pathak, G. S. (2016) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-05-2015-0233 · Cited by 155 · see citing works
Luxury hotels going green – the antecedents and consequences of consumer hesitation
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Köseoğlu, M. A., Uyar, A., Kılıç, M., Kuzey, C., & Karaman, A. S. (2020) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2020.102819 · Cited by 145 · see citing works
Kapoor, P. S., Balaji, M. S., & Jiang, Y. (2021) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-09-2020-0974 · Cited by 137 · see citing works
Why hotel employees care about Corporate Social Responsibility (CSR): Using need satisfaction theory
Kim, H. L., Rhou, Y., Topçuoğlu, E., & Kim, Y. G. (2020) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2020.102505 · Cited by 136 · see citing works
A Micro-Level View of CSR: A Hospitality Management Systematic Literature Review
Guzzo, R. F., Abbott, J., & Madera, J. M. (2019) · Cornell Hospitality Quarterly · doi:10.1177/1938965519892907 · Cited by 130 · see citing works
A reflection of greenwashing practices in the hospitality industry: a scoping review
Majeed, S., & Kim, W. G. (2022) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-04-2022-0495 · Cited by 125 · see citing works
Hà, M.-T., Ngan, V. T. K., & Nguyen, P. N. D. (2022) · Business Ethics the Environment & Responsibility · doi:10.1111/beer.12462 · Cited by 146 · see citing works
Legendre, T. S., Ding, A., & Back, K. (2024) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2024.01.003 · Cited by 113 · see citing works
Talpur, S., Nadeem, M., & Roberts, H. (2023) · Journal of Applied Accounting Research · doi:10.1108/jaar-08-2022-0223 · Cited by 118 · see citing works
Ponnapureddy, S., Priskin, J., Ohnmacht, T., Vinzenz, F., & Wirth, W. (2017) · Journal of Sustainable Tourism · doi:10.1080/09669582.2016.1270953 · Cited by 102 · see citing works
Advancing on the analysis of causes and consequences of green skepticism
Farooq, Y., & Wicaksono, H. (2021) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2021.128927 · Cited by 93 · see citing works
Breves, P. L., & Liebers, N. (2022) · Environmental Communication · doi:10.1080/17524032.2022.2109708 · Cited by 115 · see citing works
Perceived quality and service experience: mediating effects of positive and negative emotions
Ribeiro, M. A., & Prayag, G. (2018) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2018.1517071 · Cited by 101 · see citing works
The Applications of Environmental Technologies in Hotels
Chan, E. S. W., Okumuş, F., & Chan, W. W. H. (2016) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2016.1176975 · Cited by 93 · see citing works
From greenwashing to green B2B marketing: A systematic literature review
Vangeli, A., Małecka, A., Mitręga, M., & Pfajfar, G. (2023) · Industrial Marketing Management · doi:10.1016/j.indmarman.2023.10.002 · Cited by 116 · see citing works
Measuring greenwashing: A systematic methodological literature review
Bernini, F., Giuliani, M., & Rosa, F. L. (2023) · Business Ethics the Environment & Responsibility · doi:10.1111/beer.12631 · Cited by 93 · see citing works
A narrative approach for overcoming the message credibility problem in green advertising
Kim, E. A., Shoenberger, H., Kwon, E., & Ratneshwar, S. (2022) · Journal of Business Research · doi:10.1016/j.jbusres.2022.04.024 · Cited by 95 · see citing works
Greenwashing Behavior in Hotels Industry: The Role of Green Transparency and Green Authenticity
Alyahia, M., Azazz, A. M. S., Fayyad, S., Elshaer, I. A., & Mohammad, A. A. A. (2024) · Sustainability · doi:10.3390/su16031050 · Cited by 88 · see citing works
Interactive effects of message framing and information content on carbon offsetting behaviors
Chi, O. H., Denton, G. A., & Gürsoy, D. (2020) · Tourism Management · doi:10.1016/j.tourman.2020.104244 · Cited by 89 · see citing works
Barriers and drivers of environmental sustainability: Australian hotels
Khatter, A., White, L., Pyke, J., & McGrath, M. (2021) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-08-2020-0929 · Cited by 86 · see citing works
Green hotels: the state of green hotel research and future prospects
Chua, B., & Han, H. (2022) · Journal of Travel & Tourism Marketing · doi:10.1080/10548408.2022.2136329 · Cited by 83 · see citing works
Rahman, I. (2017) · Sustainable Development · doi:10.1002/sd.1713 · Cited by 81 · see citing works
Self-citationLima, P. A. B., Falguera, F. P. S., da Silva, H. M. R., Maciel, S., Mariano, E. B., & Elgaaïed‐Gambier, L. (2023) · International Journal of Advertising · doi:10.1080/02650487.2023.2199668 · Cited by 88 · see citing works
The effect of national culture on corporate social responsibility in the hospitality industry
Kang, K. H., Lee, S., & Yoo, C. (2016) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-08-2014-0415 · Cited by 77 · see citing works
Denton, G. A., Chi, O. H., & Gürsoy, D. (2020) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2020.102608 · Cited by 76 · see citing works
Pancić, M., Serdarušić, H., & Ćućić, D. (2023) · Sustainability · doi:10.3390/su151612534 · Cited by 76 · see citing works
Consumer skepticism towards CSR messages
Zhang, L., & Hanks, L. (2017) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-11-2015-0666 · Cited by 79 · see citing works
Investor attention and ESG performance: Lessons from China's manufacturing industry
Gu, J. (2024) · Journal of Environmental Management · doi:10.1016/j.jenvman.2024.120483 · Cited by 74 · see citing works
Demir, M., Rjoub, H., & Yeşiltaş, M. (2021) · PLoS ONE · doi:10.1371/journal.pone.0248815 · Cited by 84 · see citing works
Ginder, W., & Byun, S. (2021) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2021.102875 · Cited by 72 · see citing works
CSR-related consumer scepticism: A review of the literature and future research directions
Nguyen, N., Priporas, C., McPherson, M., & Manyiwa, S. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.114294 · Cited by 72 · see citing works
CSR adoption in the multinational hospitality context
Iyer, G. R., & Jarvis, L. C. (2019) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-06-2018-0451 · Cited by 72 · see citing works
Nimri, R., Patiar, A., & Kensbock, S. (2017) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2017.09.006 · Cited by 70 · see citing works
The impact of sustainability certifications on performance and competitive action in hotels
Bianco, S., Bernard, S., & Singal, M. (2022) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2022.103379 · Cited by 70 · see citing works
Visitors’ eco-innovation adoption and green consumption behavior: the case of green hotels
Sharma, T., Chen, J. S., Ramos, W. D., & Sharma, A. K. (2023) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-04-2022-0480 · Cited by 79 · see citing works
Peng, X., Li, J., Tang, Q., Lan, Y.-C., & Cui, X. (2023) · Business Strategy and the Environment · doi:10.1002/bse.3586 · Cited by 69 · see citing works
From Decision to Run: The Moderating Role of Green Skepticism
Zarei, A., & Maleki, F. (2017) · Journal of Food Products Marketing · doi:10.1080/10454446.2017.1266548 · Cited by 68 · see citing works
Evidence of green signaling in green hotels
Rahman, I., Chen, H., & Reynolds, D. (2019) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2019.102444 · Cited by 67 · see citing works
Self-citationSalem, I. E., Elbaz, A. M., Al-Alawi, A. N., Alkathiri, N. A., & Elkhwesky, Z. (2022) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-02-2022-0229 · Cited by 75 · see citing works
The effect of green CSR skepticism on positive attitude, reactance, and behavioral intention
Kwon, J., & Ahn, J. (2020) · Journal of Hospitality and Tourism Insights · doi:10.1108/jhti-05-2020-0074 · Cited by 64 · see citing works
Yu, J., Baah, N. G., Kim, S. (., Moon, H., Chua, B.-L., & Han, H. (2024) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-02-2023-0194 · Cited by 62 · see citing works
Balogh, I., Srivastava, M., & Tyll, L. (2022) · Society and Business Review · doi:10.1108/sbr-07-2021-0114 · Cited by 61 · see citing works
Greenwashing: A systematic literature review
Zhen, H., Shi, Y., & Jia, M. (2024) · Accounting and Finance · doi:10.1111/acfi.13352 · Cited by 61 · see citing works
Lu, L., & Gürsoy, D. (2017) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2017.03.004 · Cited by 61 · see citing works
Bilynets, I., & Cvelbar, L. K. (2022) · Annals of Tourism Research Empirical Insights · doi:10.1016/j.annale.2022.100070 · Cited by 60 · see citing works
Kim, Y., & Oh, K. W. (2020) · Sustainability · doi:10.3390/su12208650 · Cited by 59 · see citing works
Acampora, A., Preziosi, M., Lucchetti, M. C., & Merli, R. (2022) · Sustainability · doi:10.3390/su141811638 · Cited by 70 · see citing works
Yin, C., Du, F., & Chen, Y. (2019) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2019.1640162 · Cited by 59 · see citing works
Bavık, A. (2019) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2018.11.014 · Cited by 57 · see citing works
The sharing economy and sustainability: A case for Airbnb
Midgett, C., Bendickson, J. S., Muldoon, J. E., & Solomon, S. J. (2018) · Small Business Institute Journal · Cited by 55 · see citing works
Mu, H.-L., & Lee, Y. (2023) · Sustainability · doi:10.3390/su152215693 · Cited by 67 · see citing works
Are publicly traded tourism and hospitality providers greenwashing?
Papagiannakis, G., Vlachos, P. A., Koritos, C., & Kassinis, G. I. (2024) · Tourism Management · doi:10.1016/j.tourman.2024.104893 · Cited by 55 · see citing works
Green message strategies and green brand image in a hotel context
Topcuoglu, E., Kim, H. L., Kim, S., & Kim, S. (2021) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2021.1970071 · Cited by 54 · see citing works
Font, X., Andreu, L., Mattila, A. S., & Manzano, J. A. (2025) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2025.01.013 · Cited by 54 · see citing works
Bilynets, I., Cvelbar, L. K., & Dolničar, S. (2021) · Journal of Sustainable Tourism · doi:10.1080/09669582.2021.1926469 · Cited by 53 · see citing works
Environmental certification and hotel market value
Bernard, S., & Nicolau, J. L. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2021.103129 · Cited by 53 · see citing works
Perception of Consumers’ Awareness about Sustainability of Fashion Brands
Mandarić, D., Hunjet, A., & Kozina, G. (2021) · Journal of risk and financial management · doi:10.3390/jrfm14120594 · Cited by 51 · see citing works
Nunkoo, R., Gürsoy, D., & Dwivedi, Y. K. (2020) · Journal of Sustainable Tourism · doi:10.1080/09669582.2020.1845710 · Cited by 53 · see citing works
It is green, but is it fair? Investigating consumers’ fairness perception of green service offerings
Wang, X., Yuen, K. F., Wong, Y. D., & Teo, C. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.01.103 · Cited by 50 · see citing works
Hotel’s best practices as strategic drivers for environmental sustainability and green marketing
Chandran, C., & Bhattacharya, P. (2019) · Journal of Global Scholars of Marketing Science · doi:10.1080/21639159.2019.1577156 · Cited by 50 · see citing works
Sustainability Communication in Hotels: The Role of Cognitive Linguistics
Bernard, S., Rahman, I., & Douglas, A. C. (2023) · Journal of Hospitality & Tourism Research · doi:10.1177/10963480231158757 · Cited by 49 · see citing works
Self-citationKhan, S. A. R., Sheikh, A. A., Ashraf, M., & Yu, Z. (2022) · Sustainability · doi:10.3390/su141911829 · Cited by 48 · see citing works
Caniëls, M. C. J., Lambrechts, W., Platje, J., Motylska-Kuźma, A., & Fortuński, B. (2021) · Sustainability · doi:10.3390/su13084140 · Cited by 53 · see citing works
How employees perceive and (dis)engage with ‘green’ practices in luxury hotels
Filimonau, V., Bai, L., Romanenko, A., Tarakanova, V., & Ermolaev, V. (2023) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2023.103567 · Cited by 49 · see citing works
Musgrove, C. (. F., Choi, P., & Chris Cox, K. (2018) · Services Marketing Quarterly · doi:10.1080/15332969.2018.1514794 · Cited by 56 · see citing works
Investigating the management challenges of the EU Ecolabel through multi-stakeholder surveys
Marrucci, L., Iraldo, F., & Daddi, T. (2021) · The International Journal of Life Cycle Assessment · doi:10.1007/s11367-021-01866-5 · Cited by 44 · see citing works
Wut, T. M., Xu, J. B., & Wong, H. S.-M. (2021) · Journal of Quality Assurance in Hospitality & Tourism · doi:10.1080/1528008x.2020.1864566 · Cited by 45 · see citing works
The sustainability characteristics of Michelin Green Star Restaurants
Huang, Y., Hall, C. M., & Chen, N. C. (2023) · Journal of Foodservice Business Research · doi:10.1080/15378020.2023.2235258 · Cited by 42 · see citing works
Consumer cynicism: Interdisciplinary hybrid review and research agenda
Indibara, I., Halder, D., & Varshney, S. (2023) · International Journal of Consumer Studies · doi:10.1111/ijcs.12979 · Cited by 43 · see citing works
Peng, N. (2020) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-11-2019-0933 · Cited by 42 · see citing works
A stimulus-organism-response perspective to examine green hotel patronage intention
Tan, L. L. (2022) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/apjml-03-2022-0176 · Cited by 45 · see citing works
Kusa, R., Suder, M., & Duda, J. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122423 · Cited by 51 · see citing works
Xing, C., Zhang, X., Zhang, Y., & Zhang, L. (2024) · International Review of Economics & Finance · doi:10.1016/j.iref.2024.03.077 · Cited by 41 · see citing works
UK consumers’ ethical beliefs towards dining at green restaurants: A qualitative evaluation
Nimri, R., Dharmesti, M., Arcodia, C., & Mahshi, R. (2021) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2021.08.017 · Cited by 42 · see citing works
Consumers’ perception of green brand attributes and its outcomes: a sustainable perspective
Javed, U., Rashid, M. A., Hussain, G., & Shafique, S. (2023) · Journal of Environmental Planning and Management · doi:10.1080/09640568.2023.2178882 · Cited by 47 · see citing works
- Authors
- Rahman, I., Park, J., & Chi, C. G.-Q.
- Affiliations
- Auburn University (US)
- North Dakota State University (US)
- Washington State University (US)
- Venue
- International Journal of Contemporary Hospitality Management
- Publisher
- Emerald
- Published
- 2015-08-10
- Volume
- 27
- Issue
- 6
- Pages
- 1054-1081
- ISSN
- 0959-6119 (ISSN-L)
- OpenAlex
- W1594356976
- Cited by
- 357
- References
- 120
- Citations by year
- 2026: 54 · 2025: 60 · 2024: 50 · 2023: 39 · 2022: 41 · 2021: 31 · 2020: 24 · 2019: 20 · 2018: 16 · 2017: 13 · 2016: 8 · 2015: 1
- FWCI
- 31.43
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Contemporary Hospitality Management (publishedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Marketing › Environmental Sustainability in Business
- Social Sciences › Sociology and Political Science › Diverse Aspects of Tourism Research
- Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Environmental Education and Sustainability
- Keywords
- greenwashing, ulterior motives, consumer skepticism, revisit intention, environmental problems, green marketing, third-party certification
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.
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