The DOI matches its Crossref record; 92 of the 93 references it cites were found in a registry or an index.
Can evoking nature in advertising mislead consumers? The power of ‘executional greenwashing'
Abstract
This paper examines the ‘executional greenwashing’ effect, defined as the use of nature-evoking elements in advertisements to artificially enhance a brand's ecological image. Using classic models of information processing and persuasion, the research tests whether ‘executional greenwashing’ differs as a function of consumer knowledge about environmental issues in the product category and whether environmental performance information can counterbalance the effect by helping consumers form an accurate evaluation of the brand's ecological image. Three experiments with French consumers reveal that evoking nature does mislead consumers in their evaluation of a brand's ecological image, especially if they have low knowledge of environmental issues. Two indicators of environmental performance, based on current international policies, are tested to counteract ‘executional greenwashing’. Whereas a raw figure is not sufficient to help non-expert consumers revise their judgment, accompanying the figure with a traffic-light label eliminates ‘executional greenwashing’ amongst both experts and non-experts. Theoretical and regulatory implications are discussed.
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In the citing paper
“However, images of pleasant natural scenery can also be misused in green advertising to induce false perceptions of a brand's greenness without referring to the actual environmental features of advertised products in what is known as executional greenwashing (Parguel, Benoit-Moreau, and Russell 2015, p. 108).”
From Misleading Consumers with Green Advertising? An Affect–Reason–Involvement Account of Greenwashing Effects in Environmental Advertising (2018) · cites this paper as Parguel, Benoit-Moreau, and Russell 2015
In the citing paper
“Recent research indicates that the mere presence of a nature-evoking picture in advertising positively affects consumers' perceptions of the advertised brand's ecological image, which in turn prompts more favorable attitudes toward the brand than attitudes prompted by the same advertising without imagery of nature (Parguel, Benoit-Moreau, and Russell 2015).”
From Misleading Consumers with Green Advertising? An Affect–Reason–Involvement Account of Greenwashing Effects in Environmental Advertising (2018) · cites this paper as Parguel, Benoit-Moreau, and Russell 2015
In the citing paper
“Another important indicator of consumers' environmental involvement is their objective knowledge about environmental issues (Ellen 1994; Mohr, Ero glu, and Ellen 1998; Parguel, Benoit-Moreau, and Russell 2015).”
From Misleading Consumers with Green Advertising? An Affect–Reason–Involvement Account of Greenwashing Effects in Environmental Advertising (2018) · cites this paper as Parguel, Benoit-Moreau, and Russell 2015
In the citing paper
“Thus, whereas previous research investigated only the primary effects of deceptive advertising on attitudes toward brands (e.g., Newell, Goldsmith, and Banzhaf 1998; Parguel, Benoit-Moreau, and Russell 2015), our findings clarify how attitudes toward ads and brands are formed in response to exposure to deceptive ads.”
From Misleading Consumers with Green Advertising? An Affect–Reason–Involvement Account of Greenwashing Effects in Environmental Advertising (2018) · cites this paper as Parguel, Benoit-Moreau, and Russell 2015
In the citing paper
“One exception is a study by Parguel, Benoit-Moreau, and Russell (2015), the results of which indicate that the mere presence of a natureevoking image enhanced a brand's ecological image among consumers.”
From Misleading Consumers with Green Advertising? An Affect–Reason–Involvement Account of Greenwashing Effects in Environmental Advertising (2018) · cites this paper as Parguel, Benoit-Moreau, and Russell (2015)
In the citing paper
“This finding stresses an additional mechanism not investigated in our study, which might be perceived greenwashing by the use of imagery (see Parguel, Benoit-Moreau, and Russell 2015).”
From Misleading Consumers with Green Advertising? An Affect–Reason–Involvement Account of Greenwashing Effects in Environmental Advertising (2018) · cites this paper as Parguel, Benoit-Moreau, and Russell 2015
In the citing paper
“evidence also proposed that consumers with higher expertise in environmental matters are not fully resistant to greenwashing in advertisements [12].”
From Are You Environmentally Conscious Enough to Differentiate between Greenwashed and Sustainable Items? A Global Consumers Perspective (2020) · cites this paper as [12]
Citations
Cites
(2025) · doi:10.53555/acr.v2i2 · Cited by 13,486
Reconsidering Baron and Kenny: myths and truths about mediation analysis
Zhao, X., Lynch, J. G., & Chen, Q. (2010) · Journal of Consumer Research · doi:10.1086/651257 · Cited by 12,583
Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium
Hayes, A. F. (2009) · Communication Monographs · doi:10.1080/03637750903310360 · Cited by 9,757
(1999) · Cited by 6,104
Chaiken, S. (1980) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.39.5.752 · Cited by 5,516
Strategic Brand Management: Building, Measuring, and Managing Brand Equity
Keller, K. L. (1997) · Cited by 4,774
The Company and the Product: Corporate Associations and Consumer Product Responses
Brown, T. J., & Dacin, P. A. (1997) · Journal of Marketing · doi:10.2307/1252190 · Cited by 4,197
The Persuasion Knowledge Model: How People Cope with Persuasion Attempts
Friestad, M., & Wright, P. (1994) · Journal of Consumer Research · doi:10.1086/209380 · Cited by 3,811 · cited 1×
“knowledge related to the topic of the message, which influences the ability to process the message and the outcome of persuasive attempts (e.g. Alba and Hutchinson 1991; Friestad and Wright 1994; Kachersky and Kim 2011).”
BackgroundDelmas, M. A., & Burbano, V. C. (2011) · California Management Review · doi:10.1525/cmr.2011.54.1.64 · Cited by 3,441 · cited 1×
“Act to environmental marketing claims, by prohibiting deceptive acts or practices but enforcement has so far been limited (Delmas and Burbano, 2011).”
BackgroundAttitudes and Persuasion: Classic and Contemporary Approaches
Petty, R. E., & Cacioppo, J. T. (1981) · Medical Entomology and Zoology · Cited by 3,368
Strategic Brand Management: Building, Measuring, and Managing Brand Equity.
(2000) · Journal of Consumer Marketing · doi:10.1108/jcm.2000.17.3.263.3 · Cited by 3,262
Sherry, J. F., & Sternthal, B. (1992) · Cited by 2,915
Gawronski, B., & Bodenhausen, G. V. (2006) · Psychological Bulletin · doi:10.1037/0033-2909.132.5.692 · Cited by 2,756
MACKENZIE, S. B., Lutz, R. J., & Belch, G. E. (1986) · Journal of Marketing Research · doi:10.2307/3151660 · Cited by 2,635
(1994) · Choice Reviews Online · doi:10.5860/choice.31-4365 · Cited by 1,897
The Drivers of Green Brand Equity: Green Brand Image, Green Satisfaction, and Green Trust
Chen, Y. (2009) · Journal of Business Ethics · doi:10.1007/s10551-009-0223-9 · Cited by 1,866
Greenwash: Corporate Environmental Disclosure under Threat of Audit
Lyon, T. P., & Maxwell, J. W. (2011) · Journal of Economics & Management Strategy · doi:10.1111/j.1530-9134.2010.00282.x · Cited by 1,569
Social Accountability and Corporate Greenwashing
Laufer, W. S. (2003) · Journal of Business Ethics · doi:10.1023/a:1022962719299 · Cited by 1,297
Chen, Y.-S., & Chang, C.-H. (2013) · Journal of Business Ethics · doi:10.1007/s10551-012-1360-0 · Cited by 1,281
The effects of corporate social responsibility and price on consumer responses
Mohr, L. A., & Webb, D. J. (2005) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.2005.00006.x · Cited by 1,250
Effects of Brand Local and Nonlocal Origin on Consumer Attitudes in Developing Countries
Batra, R., Ramaswamy, V., Alden, D. L., Steenkamp, J. E. M., & Ramachander, S. (2000) · Journal of Consumer Psychology · doi:10.1207/s15327663jcp0902_3 · Cited by 1,192
Parguel, B., Benoît-Moreau, F., & Larceneux, F. (2011) · Journal of Business Ethics · doi:10.1007/s10551-011-0901-2 · Cited by 1,024
Self-citationMacInnis, D. J., Moorman, C., & Jaworski, B. J. (1991) · Journal of Marketing · doi:10.2307/1251955 · Cited by 993
Building Brand Equity through Corporate Societal Marketing
Hoeffler, S., & Keller, K. L. (2002) · Journal of Public Policy & Marketing · doi:10.1509/jppm.21.1.78.17600 · Cited by 944
The elaboration likelihood model: Current status and controversies.
Petty, R. E., & Wegener, D. T. (1999) · Cited by 927
Knowledge Calibration: What Consumers Know and What They Think They Know
Alba, J. W., & Hutchinson, J. W. (2000) · Journal of Consumer Research · doi:10.1086/314317 · Cited by 832
Buyer Characteristics of the Green Consumer and Their Implications for Advertising Strategy
Shrum, L. J., McCarty, J. A., & Lowrey, T. M. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673477 · Cited by 713
Information Processing from Advertisements: Toward an Integrative Framework
MacInnis, D. J., & Jaworski, B. J. (1989) · Journal of Marketing · doi:10.1177/002224298905300401 · Cited by 653
Affective and Cognitive Antecedents of Attitude Toward the Ad: A Conceptual Framework
Lutz, R. J. (2022) · Routledge eBooks · doi:10.4324/9781003047971-3 · Cited by 647
A Content Analysis of Environmental Advertising Claims: A Matrix Method Approach
Carlson, L., Grove, S. J., & Kangun, N. (1993) · Journal of Advertising · doi:10.1080/00913367.1993.10673409 · Cited by 602 · cited 2×
“Unlike substantive product- or process-related claims, image-related claims infer that the advertised brand is positively related to the environment (Carlson et al. 1993; 1996).”
Background“Too Good to be True!”. The Effectiveness of CSR History in Countering Negative Publicity
Vanhamme, J., & Grobben, B. (2008) · Journal of Business Ethics · doi:10.1007/s10551-008-9731-2 · Cited by 589
The Role of Mood in Advertising Effectiveness
Batra, R., & Stayman, D. M. (1990) · Journal of Consumer Research · doi:10.1086/208550 · Cited by 528
Shades of Green: A Multidimensional Analysis of Environmental Advertising
Banerjee, S. B., Gulas, C. S., & Iyer, E. S. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673473 · Cited by 495
Green or Non-Green? Does Type of Appeal Matter When Advertising a Green Product?
Schuhwerk, M. E., & Lefkoff-Hagius, R. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673475 · Cited by 436
Go Green! Should Environmental Messages be So Assertive?
Kronrod, A., Grinstein, A., & Wathieu, L. (2011) · Journal of Marketing · doi:10.1509/jm.10.0416 · Cited by 429
Feeling ambivalent about going green
Chang, C. (2011) · Journal of Advertising · doi:10.2753/joa0091-3367400402 · Cited by 391
Batra, R., & Ray, M. L. (1986) · Journal of Consumer Research · doi:10.1086/208528 · Cited by 380
Green Advertising and the Reluctant Consumer
Zinkhan, G. M., & Carlson, L. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673471 · Cited by 368
Spatial and temporal factors determine auditory-visual interactions in human saccadic eye movements
Frens, M. A., Opstal, A. J. V., & van der Willigen, R. F. (1995) · Perception & Psychophysics · doi:10.3758/bf03206796 · Cited by 328
Impact of Corporate Social Responsibility on Consumer Trust
Swaen, V., & Chumpitaz, R. (2008) · Recherche et Applications en Marketing (English Edition) · doi:10.1177/205157070802300402 · Cited by 295
Advertising corporate social responsibility initiatives to communicate corporate image
Pomering, A., & Johnson, L. W. (2009) · Corporate Communications An International Journal · doi:10.1108/13563280910998763 · Cited by 292
Factors Affecting Skepticism toward Green Advertising
do Paço, A. M. F., & Reis, R. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672463 · Cited by 282
Hartmann, P., & Apaolaza, V. (2009) · International Journal of Advertising · doi:10.2501/s0265048709200837 · Cited by 268
An Ethical Framework for the Marketing of Corporate Social Responsibility
van de Ven, B. (2008) · Journal of Business Ethics · doi:10.1007/s10551-008-9890-1 · Cited by 265
Environmental Advertising Claims: A Preliminary Investigation
Kangun, N., Carlson, L., & Grove, S. J. (1991) · Journal of Public Policy & Marketing · doi:10.1177/074391569101000203 · Cited by 255
International Journal of Business Studies
(2020) · International Journal of Business Studies · doi:10.32924/ijbs · Cited by 233
The Perils and Opportunities of Communicating Corporate Ethics
Schlegelmilch, B. B., & Pollach, I. (2005) · Journal of Marketing Management · doi:10.1362/0267257053779154 · Cited by 221
The Baby is Sick/The Baby is Well: A Test of Environmental Communication Appeals
Obermiller, C. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673476 · Cited by 221
Green Eco-Seals and Advertising Persuasion
Bickart, B. A., & Ruth, J. A. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672457 · Cited by 205
Moorman, C. (1996) · Journal of Public Policy & Marketing · doi:10.1177/074391569601500103 · Cited by 204
The Effect of Misleading Environmental Claims on Consumer Perceptions of Advertisements
Newell, S. J., Goldsmith, R. E., & Banzhaf, E. J. (1998) · Journal of Marketing Theory and Practice · doi:10.1080/10696679.1998.11501795 · Cited by 202
Green Advertising: Salvation or Oxymoron?
Kilbourne, W. E. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673472 · Cited by 202
Information Acceleration: Validation and Lessons from the Field
Urban, G. L., Hauser, J. R., Qualls, W. J., Weinberg, B. D., Bohlmann, J. D., & Chicos, R. A. (1997) · Journal of Marketing Research · doi:10.2307/3152071 · Cited by 160
Automatic and Strategic Processes in Advertising Effects
Grunert, K. (1996) · Journal of Marketing · doi:10.1177/002224299606000408 · Cited by 157
Are guilt appeals a panacea in green advertising?
Chang, C. (2012) · International Journal of Advertising · doi:10.2501/ija-31-4-741-771 · Cited by 135
Viswanathan, M., Sridharan, S., Gau, R., & Ritchie, R. (2009) · Journal of Public Policy & Marketing · doi:10.1509/jppm.28.1.85 · Cited by 134
L'impact de la responsabilité sociétale de l'entreprise sur la confiance des consommateurs
Swaen, V., & Chumpitaz, R. (2008) · Recherche et Applications en Marketing (French Edition) · doi:10.1177/076737010802300401 · Cited by 131
Subjective and Objective Measures of Product Knowledge Contrasted
Selnes, F., & Gr°nhaug, K. (1986) · ACR North American Advances · Cited by 128
The Role of Regulatory Focus and Self-View in “Green” Advertising Message Framing
Kareklas, I., Carlson, J. R., & Muehling, D. D. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672455 · Cited by 125
Technical Wording in Advertising: Implications for Market Segmentation
Anderson, R. E., & Jolson, M. A. (1980) · Journal of Marketing · doi:10.1177/002224298004400108 · Cited by 124
Tucker, E. M., Rifon, N. J., Lee, E. M., & Reece, B. B. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672454 · Cited by 123
Press, M., & Arnould, E. J. (2009) · Journal of Public Policy & Marketing · doi:10.1509/jppm.28.1.102 · Cited by 121
The Greening of Advertising: A Twenty-Five Year Look at Environmental Advertising
Easterling, D. S., Kenworthy, A. L., & Nemzoff, R. (1996) · The Journal of Marketing Theory and Practice · doi:10.1080/10696679.1996.11501714 · Cited by 111
An International Comparison of Environmental Advertising: Substantive versus Associative Claims
Carlson, L., Grove, S. J., Kangun, N., & Polonsky, M. J. (1996) · Journal of Macromarketing · doi:10.1177/027614679601600205 · Cited by 109
The Persistence of Classically Conditioned Brand Attitudes
Grossman, R. P., & Till, B. D. (1998) · Journal of Advertising · doi:10.1080/00913367.1998.10673540 · Cited by 109
Consumer Comprehension of Environmental Advertising and Labeling Claims
Morris, L. A., Hastak, M., & Mazis, M. B. (1995) · Journal of Consumer Affairs · doi:10.1111/j.1745-6606.1995.tb00050.x · Cited by 108
The New Greenwash?: Potential Marketing Problems with Carbon Offsets
Polonsky, M. J., Grau, S. L., & Garma, R. (2010) · Victoria University Research Repository (Victoria University) · Cited by 107
Do Cognitive Responses Mediate the Effects of Advertising Content on Cognitive Structure?
Olson, J. C., Toy, D. R., & Dover, P. A. (1982) · Journal of Consumer Research · doi:10.1086/208921 · Cited by 102
Nature imagery in advertising: Attention restoration and memory effects
Hartmann, P., Apaolaza, V., & Alija, P. (2013) · International Journal of Advertising · doi:10.2501/ija-32-2-183-210 · Cited by 98
Fowler, A. R., & Close, A. G. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672461 · Cited by 95
The Differential Interaction of Auditory and Visual Advertising Elements with Chinese and English
Tavassoli, N. T., & Lee, Y. H. (2003) · Journal of Marketing Research · doi:10.1509/jmkr.40.4.468.19391 · Cited by 94
Xie, G.-X., & Kronrod, A. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672460 · Cited by 91
Peripheral Persuasion and Brand Choice
Miniard, P. W., Sirdeshmukh, D., & Innis, D. E. (1992) · Journal of Consumer Research · doi:10.1086/209298 · Cited by 91
Communicating Green Marketing Appeals Effectively
Ku, H., Kuo, C., Wu, C.-L., & Wu, C. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672456 · Cited by 85
Special Issue on Green Advertising
Sheehan, K. B., & Atkinson, L. (2012) · Journal of Advertising · doi:10.1080/00913367.2012.10672453 · Cited by 79
The Role of Summary Information in Facilitating Consumers’ Comprehension of Nutrition Information
Viswanathan, M., & Hastak, M. (2002) · Journal of Public Policy & Marketing · doi:10.1509/jppm.21.2.305.17596 · Cited by 72
Stanton, J. L. (1998) · Journal of Advertising Research · Cited by 72
The Impact Evaluation of Sustainable Consumption Policy Instruments
Wolff, F., & Schönherr, N. (2011) · Journal of Consumer Policy · doi:10.1007/s10603-010-9152-3 · Cited by 70
Music and Information in Commercials: Their Effects with an Elderly Sample
Gorn, G. J., Goldberg, M. E., Chattopadhyay, A., & Litvack, D. S. (1991) · Journal of Advertising Research · doi:10.1080/00218499.1991.12466788 · Cited by 68
Turning Point. Are We Doing the Right Thing? Leadership and Prioritisation for Public Benefit
Pearson, J. (2010) · Journal of Corporate Citizenship · doi:10.9774/gleaf.4700.2010.sp.00006 · Cited by 54
Agency Review of Environmental Marketing Claims: Case-by-Case Decomposition of the Issues
Scammon, D. L., & Mayer, R. N. (1995) · Journal of Advertising · doi:10.1080/00913367.1995.10673474 · Cited by 52
Western consumers' understanding of carbon offsets and its relationship to behavior
Polonsky, M. J., Garma, R., & Grau, S. L. (2011) · Asia Pacific Journal of Marketing and Logistics · doi:10.1108/13555851111183048 · Cited by 51
Green legitimation: the construction of an environmental ethos
Wæraas, A., & Ihlen, Ø. (2009) · International journal of organizational analysis · doi:10.1108/19348830910948940 · Cited by 49
Beyond Profit: Rethinking Corporate Social Responsibility and Greenwashing After the BP Oil Disaster
Cherry, M. A., & Sneirson, J. F. (2011) · bepress Legal Repository · Cited by 47
Lutz, R. J., & Swasy, J. L. (1977) · ACR North American Advances · Cited by 43
When consumers cope with price-persuasion knowledge: The role of topic knowledge
Kachersky, L., & Kim, H.-M. (2010) · Journal of Marketing Management · doi:10.1080/02672571003647719 · Cited by 28
Advances in Marketing and Public Policy
Bloom, P. N. (1997) · Cited by 26
Environmental Labeling and Advertising Claims: International Action and Policy Issues
Scammon, D. L., & Mayer, R. N. (1993) · ACR European Advances · Cited by 18
Embedding into our lives: new opportunities and challenges of the Internet
(2009) · Choice Reviews Online · doi:10.5860/choice.47-0911 · Cited by 18
Validation and lessons from the field : applications of information accelerationPreprint
Urban, G. L. (1995) · RePEc: Research Papers in Economics · Cited by 17
Green Issues Are Ripe: The Regulation of Environmental Marketing Claims
Greenberg, E. F. (1991) · bepress Legal Repository · Cited by 3
Research works printed but not linked: 8
- 10.1177/002224299706100106 · DOI · Paper page
- 10.1037/0022-3514.39.5.752 · DOI · Paper page
- Gillespie, E. 2008. Stemming the tide of greenwash. Consumer Policy Review 18, no. 3: 79–83.
- 10.2307/1251903 · DOI
- Horiuchi, R., and R. Schuchard. 2009. Understanding and preventing greenwash: A business guide. London: Futerra Sustainability Communications.
- Orange, E. 2010. From eco-friendly to eco-intelligent. Futurist 44, no. 5: 28–42.
- Oslo Symposium on Sustainable Consumption. 1994. Retrieved 5 January 2013 from http://www.iisd.ca/consume/oslo004.html.
- 10.1080/00218499.1998.12466580 · DOI
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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
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“As such, similar to dual-process models, such as the elaboration likelihood model (ELM; Petty and Cacioppo 1986) and the heuristic-systematic model (HSM; Chen and Chaiken 1999), the ARI model distinguishes two conceptually different types of persuasion mechanisms.”
MethodSun, Z., & Zhang, W. (2019) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2019.05.335 · Cited by 294
Metadata
- Authors
- Parguel, B., Benoit-Moreau, F., & Russell, C. A.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- , ,
- American University (US)
- Corresponding author
- Parguel, Béatrice
- Venue
- International Journal of Advertising
- Publisher
- Informa UK Limited
- Published
- 2015-01
- Volume
- 34
- Issue
- 1
- Pages
- 107-134
- ISSN
- 0265-0487 (ISSN-L)
- 1759-3948
- OpenAlex
- W1535652297
- Cited by
- 364
- References
- 93
- Citations by year
- 2026: 61 · 2025: 61 · 2024: 68 · 2023: 55 · 2022: 31 · 2021: 28 · 2020: 21 · 2019: 12 · 2018: 6 · 2017: 10 · 2016: 5 · 2015: 5
- FWCI
- 21.53
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Advertising (publishedVersion)
- HAL (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Marketing › Environmental Sustainability in Business
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior in Brand Consumption and Identification
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Perception and Purchasing Behavior
- Keywords
- greenwashing, consumer deception, environmental knowledge, traffic light labels, persuasion
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