Factors Affecting Consumers’ Alternative Meats Buying Intentions: Plant-Based Meat Alternative and Cultured Meat
Abstract
:1. Introduction
2. Conceptual Framework and Research Hypotheses
2.1. Consumer Ambivalence
2.2. Ethical Viewpoint
2.2.1. Sustainability
2.2.2. Unnaturalness
2.3. Food Safety
2.3.1. Drug-Free Cleanness
2.3.2. Distrust of Biotechnology
2.4. Initial Reaction
2.4.1. Food Curiosity
2.4.2. Food Neophobia
3. Methodology
4. Results
4.1. Demographics
4.2. Measurement Assessment
4.3. Assessment of the Structural Model
5. Discussion
6. Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A. Survey Items
Construct | Indicator |
---|---|
Sustainability of animal production system | X1: Factory farms seem to elevate the risk of novel viral outbreaks |
X2: Antibiotic-resistant bacteria that arise in factory farms can spread to human hosts. | |
X3: If people are concerned about the treatment of animals, or the threat of zoonotic epidemics and antibiotic resistance, they should change their consumption. | |
Unnaturalness | X4: Our lives start with a single cell, which is undoubtedly very natural. Cultured meat/plant-based meat originates from a single cell, just as the plants that we eat. |
X5: Cultured meat/plant-based meat is more natural than conventional meat | |
X6: Eating human-made meat is an unnatural practice that separates us further from nature. | |
Drug-free cleanness | X7: In recent years, I have tried to limit my red meat consumption because farmers use antibiotics for treating animals. |
X8: In recent years, I have tried to limit my red meat consumption because hygienic conditions are poor. | |
X9: In recent years, I have tried to limit my red meat consumption because of hormone residues. | |
Distrust of biotechnology | X10: Technologically genetically modified cells can trigger environmental disasters when they go from laboratories to the outside world. |
X11: Gene technology is forced on us. We do not have any chance to avoid this technology in the future. | |
X12: The fear of gene technology is a psychological problem; people have always been afraid of new technologies | |
Food curiosity | X13: When you prepare or when you eat a food that you know, do you love to add new ingredients? |
X14: Do you like to know what is in a dish? | |
X15: When you eat at home, do you take the time to look, feel, and touch what you are going to eat? | |
Food neophobia | X16: I do not trust new foods. |
X17: If I do not know what is in a food, I will not try it. | |
X18: I am afraid to eat things I have never had before. |
References
- Pimentel, D.; Pimentel, M. Sustainability of meat-based and plant-based diets and the environment. Am. J. Clin. Nutr. 2003, 78, 660S–663S. [Google Scholar] [CrossRef]
- Kumar, P.; Chatli, M.; Mehta, N.; Singh, P.; Malav, O.; Verma, A.K. Meat analogues: Health promising sustainable meat substitutes. Critical reviews in food science and nutrition. 2017, 57, 923–932. [Google Scholar] [CrossRef] [PubMed]
- Webster, A. Meat and right: The ethical dilemma. Proc. Nutr. Soc. 1994, 53, 263–270. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Schröder, M.J.; McEachern, M.G. Consumer value conflicts surrounding ethical food purchase decisions: A focus on animal welfare. Int. J. Consum. Stud. 2004, 28, 168–177. [Google Scholar] [CrossRef]
- Aiking, H.; de Boer, J.; Vereijken, J. Sustainable Protein Production and Consumption: Pigs or Peas? Springer Science & Business Media: Berlin, Germany, 2006; Volume 45. [Google Scholar]
- Buttlar, B.; Walther, E. Measuring the meat paradox: How ambivalence towards meat influences moral disengagement. Appetite 2018, 128, 152–158. [Google Scholar] [CrossRef] [PubMed]
- Post, M.J. Cultured meat from stem cells: Challenges and prospects. Meat Sci. 2012, 92, 297–301. [Google Scholar] [CrossRef]
- Specht, E.A.; Welch, D.R.; Clayton, E.M.R.; Lagally, C.D. Opportunities for applying biomedical production and manufacturing methods to the development of the clean meat industry. Biochem. Eng. J. 2018, 132, 161–168. [Google Scholar] [CrossRef]
- Hocquette, J.-F. Is in vitro meat the solution for the future? Meat Sci. 2016, 120, 167–176. [Google Scholar] [CrossRef]
- Alexander, P.; Brown, C.; Arneth, A.; Dias, C.; Finnigan, J.; Moran, D.; Rounsevell, M.D. Could consumption of insects, cultured meat or imitation meat reduce global agricultural land use? Glob. Food Secur. 2017, 15, 22–32. [Google Scholar] [CrossRef]
- Schouteten, J.J.; De Steur, H.; De Pelsmaeker, S.; Lagast, S.; Juvinal, J.G.; De Bourdeaudhuij, I.; Verbeke, W.; Gellynck, X. Emotional and sensory profiling of insect-, plant-and meat-based burgers under blind, expected and informed conditions. Food Qual. Prefer. 2016, 52, 27–31. [Google Scholar] [CrossRef]
- Mattick, C.S.; Allenby, B.R. Cultured meat: The systemic implications of an emerging technology. In Proceedings of the 2012 IEEE International Symposium on Sustainable Systems and Technology (ISSST), Boston, MA, USA, 16–18 May 2012; pp. 1–6. [Google Scholar]
- Bonny, S.P.; Gardner, G.E.; Pethick, D.W.; Hocquette, J.-F. What is artificial meat and what does it mean for the future of the meat industry? J. Integr. Agric. 2015, 14, 255–263. [Google Scholar] [CrossRef]
- Slade, P. If you build it, will they eat it? Consumer preferences for plant-based and cultured meat burgers. Appetite 2018, 125, 428–437. [Google Scholar] [CrossRef] [PubMed]
- Vanhonacker, F.; Van Loo, E.J.; Gellynck, X.; Verbeke, W. Flemish consumer attitudes towards more sustainable food choices. Appetite 2013, 62, 7–16. [Google Scholar] [CrossRef] [PubMed]
- Popper, N.; The New York Times. Behold the Beefless ‘Impossible Whopper’. Available online: https://www.nytimes.com/2019/04/01/technology/burger-king-impossible-whopper.html (accessed on 21 May 2019).
- Welin, S.; Van der Weele, C. Cultured meat: Will it separate us from nature? In Climate Change and Sustainable Development; Springer: New York, NY, USA, 2012; pp. 348–351. [Google Scholar] [CrossRef]
- Wilks, M.; Phillips, C.J.; Fielding, K.; Hornsey, M.J. Testing potential psychological predictors of attitudes towards cultured meat. Appetite 2019, 136, 137–145. [Google Scholar] [CrossRef] [PubMed]
- Bryant, C.; Barnett, J. Consumer acceptance of cultured meat: A systematic review. Meat Sci. 2018, 143, 8–17. [Google Scholar] [CrossRef] [PubMed]
- Berndsen, M.; Van der Pligt, J. Ambivalence towards meat. Appetite 2004, 42, 71–78. [Google Scholar] [CrossRef]
- Macdiarmid, J.I.; Douglas, F.; Campbell, J. Eating like there’s no tomorrow: Public awareness of the environmental impact of food and reluctance to eat less meat as part of a sustainable diet. Appetite 2016, 96, 487–493. [Google Scholar] [CrossRef]
- Henchion, M.; McCarthy, M.; Resconi, V.C.; Troy, D. Meat consumption: Trends and quality matters. Meat Sci. 2014, 98, 561–568. [Google Scholar] [CrossRef] [Green Version]
- Wolk, A. Potential health hazards of eating red meat. J. Inter. Med. 2017, 281, 106–122. [Google Scholar] [CrossRef]
- Kaplan, K.J. On the ambivalence-indifference problem in attitude theory and measurement: A suggested modification of the semantic differential technique. Psychol. Bull. 1972, 77, 361. [Google Scholar] [CrossRef]
- Hodson, G.; Maio, G.R.; Esses, V.M. The role of attitudinal ambivalence in susceptibility to consensus information. Basic Appl. Soc. Psychol. 2001, 23, 197–205. [Google Scholar] [CrossRef]
- Conner, M.; Armitage, C.J. Attitudinal ambivalence. In Frontiers of Social Psychology. Attitudes and Attitude Change; Crano, W.D., Prislin, R., Eds.; Psychology Press: Hove, UK, 2008. [Google Scholar]
- Sabate, J.; Soret, S. Sustainability of plant-based diets: Back to the future. Am. J. Clin. Nutr. 2014, 100, 476S–482S. [Google Scholar] [CrossRef] [PubMed]
- Tuomisto, H.L.; Teixeira de Mattos, M.J. Environmental impacts of cultured meat production. Environ. Sci. Technol. 2011, 45, 6117–6123. [Google Scholar] [CrossRef]
- Bryant, C.J.; Barnett, J.C. What’s in a name? Consumer perceptions of in vitro meat under different names. Appetite 2019, 137, 104–113. [Google Scholar] [CrossRef] [PubMed]
- Broad, G.M. Making meat, better: The metaphors of plant-based and cell-based meat innovation. Environ. Commun. 2020, 14, 1–14. [Google Scholar] [CrossRef]
- Circus, V.E.; Robison, R. Exploring perceptions of sustainable proteins and meat attachment. Brit. Food J. 2019, 121, 533–545. [Google Scholar] [CrossRef]
- Villasanta, A.; International Business Times. FDA, USDA Approve Framework for Regulating Laboratory-Grown Meat. Available online: https://www.ibtimes.com/fda-usda-approve-framework-regulating-laboratory-grown-meat-2775231 (accessed on 20 May 2019).
- Verbeke, W.; Sans, P.; Van Loo, E.J. Challenges and prospects for consumer acceptance of cultured meat. J. Integr. Agric. 2015, 14, 285–294. [Google Scholar] [CrossRef]
- Gómez-Luciano, C.A.; de Aguiar, L.K.; Vriesekoop, F.; Urbano, B. Consumers’ willingness to purchase three alternatives to meat proteins in the United Kingdom, Spain, Brazil and the Dominican Republic. Food Qual. Prefer. 2019, 78, 103732. [Google Scholar] [CrossRef]
- Verbeke, W.A.; Viaene, J. Ethical challenges for livestock production: Meeting consumer concerns about meat safety and animalwelfare. J. Agric. Environ. Eth. 2000, 12, 141–151. [Google Scholar] [CrossRef]
- Crane, A. Unpacking the ethical product. J. Bus. Eth. 2001, 30, 361–373. [Google Scholar] [CrossRef]
- Thompson, P.B.; Kassem, M.; Werner, W.G. Food Biotechnology in Ethical Perspective; Springer: Dordrecht, The Netherlands, 2007. [Google Scholar]
- Steinfeld, H.; Gerber, P. Livestock production and the global environment: Consume less or produce better? Proc. Natl. Acad. Sci. USA 2010, 107, 18237–18238. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lang, T.; Barling, D. Nutrition and sustainability: An emerging food policy discourse. Proc. Nutr. Soc. 2013, 72, 1–12. [Google Scholar] [CrossRef] [Green Version]
- Anomaly, J. What’s wrong with factory farming? Public Health Eth. 2015, 8, 246–254. [Google Scholar] [CrossRef]
- Benke, K.; Tomkins, B. Future food-production systems: Vertical farming and controlled-environment agriculture. Sustainability: Sci. Pract. Policy 2017, 13, 13–26. [Google Scholar] [CrossRef] [Green Version]
- Verbeke, W.; Marcu, A.; Rutsaert, P.; Gaspar, R.; Seibt, B.; Fletcher, D.; Barnett, J. ‘Would you eat cultured meat?’: Consumers’ reactions and attitude formation in Belgium, Portugal and the United Kingdom. Meat Sci. 2015, 102, 49–58. [Google Scholar] [CrossRef]
- Harper, G.C.; Makatouni, A. Consumer perception of organic food production and farm animal welfare. Brit. Food J. 2002, 104, 287–299. [Google Scholar] [CrossRef]
- De Backer, C.J.; Hudders, L. Meat morals: Relationship between meat consumption consumer attitudes towards human and animal welfare and moral behavior. Meat Sci. 2015, 99, 68–74. [Google Scholar] [CrossRef]
- Camire, M.E.; Dougherty, M.P.; Briggs, J.L. Antioxidant-rich foods retard lipid oxidation in extruded corn. Cereal Chem. 2005, 82, 666–670. [Google Scholar] [CrossRef]
- Cho, E.; Lee, J.D.; Cho, S.H. Systemic contact dermatitis from propolis ingestion. Ann. Dermatol. 2011, 23, 85–88. [Google Scholar] [CrossRef]
- Dilworth, T.; McGregor, A. Moral steaks? Ethical discourses of in vitro meat in academia and Australia. J. Agric. Environ. Eth. 2015, 28, 85–107. [Google Scholar] [CrossRef]
- Marcu, A.; Gaspar, R.; Rutsaert, P.; Seibt, B.; Fletcher, D.; Verbeke, W.; Barnett, J. Analogies, metaphors, and wondering about the future: Lay sense-making around synthetic meat. Public Underst. Sci. 2015, 24, 547–562. [Google Scholar] [CrossRef] [PubMed]
- Mori, M. Bukimi no tani [the uncanny valley]. Energy 1970, 7, 33–35. [Google Scholar]
- Laestadius, L.I. Public perceptions of the ethics of in-vitro meat: Determining an appropriate course of action. J. Agric. Environ. Eth. 2015, 28, 991–1009. [Google Scholar] [CrossRef]
- Holm, L.; Kildevang, H. Consumers’ views on food quality. A qualitative interview study. Appetite 1996, 27, 1–14. [Google Scholar] [CrossRef]
- Wilcock, A.; Pun, M.; Khanona, J.; Aung, M. Consumer attitudes, knowledge and behaviour: A review of food safety issues. Trends Food Sci. Technol. 2004, 15, 56–66. [Google Scholar] [CrossRef]
- Grunert, K.G. Food quality and safety: Consumer perception and demand. Eur. Rev. Agric. Econ. 2005, 32, 369–391. [Google Scholar] [CrossRef]
- Piggott, N.E.; Marsh, T.L. Does food safety information impact US meat demand? Am. J. Agric. Econ. 2004, 86, 154–174. [Google Scholar] [CrossRef]
- Stärk, K. Food safety achieved through herd management. Schweiz. Arch. Tierheilkunde 2000, 142, 673–678. [Google Scholar]
- IFOAM. The IFOAM Norms for Organic Production and Processing, Version 2005; IFOAM: Bonn, Germany, 2005. [Google Scholar]
- Webster, R.G. The importance of animal influenza for human disease. Vaccine 2002, 20, S16–S20. [Google Scholar] [CrossRef]
- Williams, P.R.; Hammitt, J.K. A comparison of organic and conventional fresh produce buyers in the Boston area. Risk Anal. 2000, 20, 735–746. [Google Scholar] [CrossRef]
- Williams, P.R.; Hammitt, J.K. Perceived risks of conventional and organic produce: Pesticides, pathogens, and natural toxins. Risk Anal. 2001, 21, 319–330. [Google Scholar] [CrossRef] [PubMed]
- Woese, K.; Lange, D.; Boess, C.; Bögl, K.W. A comparison of organically and conventionally grown foods—results of a review of the relevant literature. J. Sci. Food Agric. 1997, 74, 281–293. [Google Scholar] [CrossRef]
- Sundlof, S.F. Drug and chemical residues in livestock. Vet. Clin. N. Am. Food Anim. Pract. 1989, 5, 411–449. [Google Scholar] [CrossRef]
- Stephens, N.; Di Silvio, L.; Dunsford, I.; Ellis, M.; Glencross, A.; Sexton, A. Bringing cultured meat to market: Technical, socio-political, and regulatory challenges in cellular agriculture. Trends Food Sci. Technol. 2018, 78, 155–166. [Google Scholar] [CrossRef] [PubMed]
- Jeong, S.-H.; Kang, D.; Lim, M.-W.; Kang, C.S.; Sung, H.J. Risk assessment of growth hormones and antimicrobial residues in meat. Toxicol. Res. 2010, 26, 301–313. [Google Scholar] [CrossRef] [PubMed]
- Grunwald, A. The case of nanobiotechnology: Towards a prospective risk assessment. EMBO Rep. 2004, 5, S32–S36. [Google Scholar] [CrossRef] [Green Version]
- Siegrist, M. Perception of gene technology, and food risks: Results of a survey in Switzerland. J. Risk Res. 2003, 6, 45–60. [Google Scholar] [CrossRef]
- Cox, D.; Evans, G. Construction and validation of a psychometric scale to measure consumers’ fears of novel food technologies: The food technology neophobia scale. Food Qual. Prefer. 2008, 19, 704–710. [Google Scholar] [CrossRef]
- Pusztai, A.; Bardocz, S. GMO in animal nutrition: Potential benefits and risks. In Biology of Growing Animals; Elsevier: Amsterdam, The Netherlands, 2006; Volume 4, pp. 513–540. [Google Scholar]
- Edelman, P.; McFarland, D.; Mironov, V.; Matheny, J. Commentary: In vitro-cultured meat production. Tissue Eng. 2005, 11, 659–662. [Google Scholar] [CrossRef] [Green Version]
- Tuorila, H.; Meiselman, H.L.; Bell, R.; Cardello, A.V.; Johnson, W. Role of sensory and cognitive information in the enhancement of certainty and linking for novel and familiar foods. Appetite 1994, 23, 231–246. [Google Scholar] [CrossRef]
- Lähteenmäki, L.; Arvola, A. Food neophobia and variety seeking—Consumer fear or demand for new food products. In Food, People and Society; Springer: Berlin/Heidelberg, Germany, 2001; pp. 161–175. [Google Scholar] [CrossRef]
- UEDA, H. Impact Evaluation of a School-based Food Education Intervention on Cognitive and Attitudinal Aspects of Children’s Dietary Habits. J. Food Syst. Res. 2017, 24, 2–17. [Google Scholar] [CrossRef] [Green Version]
- Van der Weele, C.; Driessen, C. Emerging profiles for cultured meat; ethics through and as design. Animals 2013, 3, 647–662. [Google Scholar] [CrossRef] [PubMed]
- Berlyne, D.E. Novelty, complexity, and hedonic value. Percept Psychophys. 1970, 8, 279–286. [Google Scholar] [CrossRef]
- Pliner, P.; Hobden, K. Development of a scale to measure the trait of food neophobia in humans. Appetite 1992, 19, 105–120. [Google Scholar] [CrossRef]
- Hoek, A.C.; Luning, P.A.; Weijzen, P.; Engels, W.; Kok, F.J.; De Graaf, C. Replacement of meat by meat substitutes. A survey on person-and product-related factors in consumer acceptance. Appetite 2011, 56, 662–673. [Google Scholar] [CrossRef]
- Kass, L. The wisdom of repugnance. The New Republic 1997, 2, 17–26. [Google Scholar]
- Tsang, S.; Royse, C.F.; Terkawi, A.S. Guidelines for developing, translating, and validating a questionnaire in perioperative and pain medicine. Saudi J. Anaesth. 2017, 11, S80. [Google Scholar] [CrossRef]
- Ergönül, B. Consumer awareness and perception to food safety: A consumer analysis. Food Control 2013, 32, 461–471. [Google Scholar] [CrossRef]
- Nunnally, J. Psychometric Theory, 2nd ed.; McGraw-Hill: Hillsdale, NJ, USA, 1978; p. 416. [Google Scholar]
- Guadagnoli, E.; Velicer, W.F. Relation of sample size to the stability of component patterns. Psychol. Bull. 1988, 103, 265. [Google Scholar] [CrossRef]
- Fornell, C.; Larcker, D.F. Evaluating structural equation models with unobservable variables and measurement error. J. Mark. Res. 1981, 18, 39–50. [Google Scholar] [CrossRef]
- Chin, W.W. The partial least squares approach to structural equation modeling. Modern Mehods for Buiness Rsearch. 1998, 295, 295–336. [Google Scholar]
- Chin, W.W.; Marcolin, B.L.; Newsted, P.R. A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic-mail emotion/adoption study. Inf. Syst. Res. 2003, 14, 189–217. [Google Scholar] [CrossRef] [Green Version]
- Abdi, H. Partial least square regression (PLS regression). Encycl. Res. Methods Soc. Sci. 2003, 6, 792–795. [Google Scholar]
- Arora, R.S.; Brent, D.A.; Jaenicke, E.C. Is India ready for alt-meat? Preferences and willingness to pay for meat alternatives. Sustainability 2020, 12, 4377. [Google Scholar] [CrossRef]
- Hartmann, C.; Siegrist, M. Consumer perception and behaviour regarding sustainable protein consumption: A systematic review. Trends Food Sci. Technol. 2017, 61, 11–25. [Google Scholar] [CrossRef]
- Bhat, Z.F.; Fayaz, H. Prospectus of cultured meat—Advancing meat alternatives. J. Food Sci. Technol. 2011, 48, 125–140. [Google Scholar] [CrossRef] [Green Version]
- Verain, M.C.; Sijtsema, S.J.; Dagevos, H.; Antonides, G. Attribute segmentation and communication effects on healthy and sustainable consumer diet intentions. Sustainability 2017, 9, 743. [Google Scholar] [CrossRef] [Green Version]
- Van Loo, E.J.; Hoefkens, C.; Verbeke, W. Healthy, sustainable and plant-based eating: Perceived (mis) match and involvement-based consumer segments as targets for future policy. Food Policy 2017, 69, 46–57. [Google Scholar] [CrossRef]
- Sabate, J.; Duk, A.; Lee, C.L. Publication trends of vegetarian nutrition articles in biomedical literature, 1966–1995. Am, J. Clin. Nutr. 1999, 70, 601s–607s. [Google Scholar] [CrossRef] [Green Version]
- Sogari, G. Entomophagy and Italian consumers: An exploratory analysis. Prog. Nutr. 2015, 17, 311–316. [Google Scholar]
- Lang, M. Consumer acceptance of blending plant-based ingredients into traditional meat-based foods: Evidence from the meat-mushroom blend. Food Qual. Prefer. 2020, 79, 103758. [Google Scholar] [CrossRef]
- Graca, J.; Calheiros, M.M.; Oliveira, A. Attached to meat? (Un) Willingness and intentions to adopt a more plant-based diet. Appetite 2015, 95, 113–125. [Google Scholar] [CrossRef] [PubMed]
Variables | Items | Cultured Meat | Plant-Based Meat Alternative | ||
---|---|---|---|---|---|
Number | Percentage | Number | Percentage | ||
Sex | Male | 274 | 53.4% | 256 | 50.8% |
Female | 239 | 46.6% | 248 | 49.2% | |
Age | 20–29 years old | 109 | 21.2% | 110 | 21.8% |
30–39 years old | 111 | 21.6% | 115 | 22.8% | |
40–49 years old | 119 | 23.2% | 109 | 21.6% | |
50–59 years old | 101 | 19.7% | 96 | 19.0% | |
60–69 years old | 73 | 14.2% | 74 | 14.7% | |
Education level | High school diploma or less | 72 | 14.0% | 66 | 13.1% |
Undergraduate | 38 | 7.4% | 38 | 7.5% | |
College graduate | 310 | 60.4% | 307 | 60.9% | |
Graduate student or more | 93 | 18.2% | 93 | 18.5% |
Cultured Meat | Plant-Based Meat Alternative | ||||||||
---|---|---|---|---|---|---|---|---|---|
Latent Variables | Items | Factor Loadings | t-Statistic | Composite Reliability | AVE | Factor Loadings | t-Statistic | Composite Reliability | AVE |
Sustainability (S) | S_1 | 0.828 | 7.8811 | 0.864 | 0.679 | 0.822 | 24.4907 | 0.876 | 0.703 |
S_2 | 0.835 | 9.1121 | 0.863 | 24.3023 | |||||
S_3 | 0.808 | 6.694 | 0.829 | 22.4426 | |||||
Unnaturalness (UN) | UN_1 | 0.891 | 74.8589 | 0.829 | 0.624 | 0.709 | 12.6567 | 0.749 | 0.499 |
UN_2 | 0.839 | 37.4918 | 0.702 | 11.6095 | |||||
UN_3 | 0.612 | 11.6147 | 0.707 | 11.7316 | |||||
Drug-free cleanness (DFC) | DFC_1 | 0.735 | 3.1854 | 0.896 | 0.744 | 0.923 | 59.7456 | 0.955 | 0.876 |
DFC_2 | 0.991 | 3.2479 | 0.939 | 106.8481 | |||||
DFC_3 | 0.843 | 3.6683 | 0.947 | 104.5321 | |||||
Distrust of biotechnology (DB) | DB_1 | 0.916 | 59.9473 | 0.883 | 0.790 | 0.842 | 17.4336 | 0.855 | 0.746 |
DB_2 | 0.861 | 27.3038 | 0.886 | 26.9034 | |||||
Food Curiosity (FC) | FC_1 | 0.883 | 30.5399 | 0.850 | 0.656 | 0.726 | 10.6182 | 0.828 | 0.618 |
FC_2 | 0.764 | 14.7327 | 0.885 | 26.4494 | |||||
FC_3 | 0.777 | 16.5003 | 0.737 | 11.7641 | |||||
Food neophobia (FN) | FN_1 | 0.832 | 7.2113 | 0.887 | 0.724 | 0.726 | 3.0219 | 0.859 | 0.674 |
FN_2 | 0.780 | 8.1644 | 0.735 | 3.1164 | |||||
FN_3 | 0.933 | 11.2198 | 0.977 | 3.4951 | |||||
Willingness to Buy (WTB) | WTB_1 | 0.960 | 184.1365 | 0.959 | 0.921 | 0.951 | 124.6362 | 0.943 | 0.893 |
WTB_2 | 0.959 | 161.9829 | 0.939 | 71.1522 |
<Cultured Meat> | <Plant-Based Meat Alternative> | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
S | UN | DFC | DB | FC | FN | S | UN | DFC | DB | FC | FN | ||
S | 0.824 | S | 0.838 | ||||||||||
UN | −0.21 | 0.790 | UN | −0.043 | 0.706 | ||||||||
DFC | 0.474 | −0.177 | 0.863 | DFC | 0.563 | −0.022 | 0.936 | ||||||
DB | −0.215 | 0.409 | −0.079 | 0.889 | DB | −0.049 | 0.318 | −0.037 | 0.864 | ||||
FC | 0.139 | −0.209 | 0.11 | −0.249 | 0.810 | FC | 0.187 | −0.081 | 0.326 | −0.16 | 0.786 | ||
FN | 0.143 | 0.016 | 0.209 | −0.026 | −0.025 | 0.960 | FN | 0.254 | 0.164 | 0.28 | 0.063 | −0.008 | 0.821 |
Cultured Meat | Plant-Based Meat Alternative | |||
---|---|---|---|---|
Path Coefficients | p-Value | Path Coefficients | p-Value | |
Positive aspects | ||||
S- > WTB | 0.096 | 0.100 | 0.128 * | 0.025 |
DFC- > WTB | 0.074 | 0.447 | 0.09 | 0.148 |
FC- > WTB | 0.217 *** | 0.000 | 0.191 *** | 0.000 |
Age- > WTB | −0.028 | 0.499 | −0.045 | 0.361 |
Sex- > WTB | −0.203 *** | 0.000 | −0.062 | 0.157 |
Education level- > WTB | −0.047 | 0.261 | −0.087 * | 0.025 |
Meat intake- > WTB | 0.115 * | 0.014 | 0.044 | 0.496 |
Knowledge- > WTB | −0.128 ** | 0.003 | −0.094 * | 0.030 |
R^2 | 0.17 | 0.11 | ||
Negative aspects | ||||
UN- > WTB | −0.557 *** | 0.000 | −0.371 *** | 0.000 |
DB- > WTB | −0.222 *** | 0.000 | −0.191 *** | 0.000 |
FN- > WTB | −0.121 *** | 0.000 | −0.032 | 0.596 |
Age- > WTB | −0.034 | 0.246 | 0.060 | 0.091 |
Sex- > WTB | −0.122 *** | 0.000 | −0.033 | 0.409 |
Education level- > WTB | −0.013 | 0.699 | −0.068 | 0.135 |
Meat intake- > WTB | 0.032 | 0.385 | −0.080 | 0.094 |
Knowledge- > WTB | −0.072 * | 0.018 | −0.086 * | 0.023 |
R^2 | 0.54 | 0.24 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Hwang, J.; You, J.; Moon, J.; Jeong, J. Factors Affecting Consumers’ Alternative Meats Buying Intentions: Plant-Based Meat Alternative and Cultured Meat. Sustainability 2020, 12, 5662. https://doi.org/10.3390/su12145662
Hwang J, You J, Moon J, Jeong J. Factors Affecting Consumers’ Alternative Meats Buying Intentions: Plant-Based Meat Alternative and Cultured Meat. Sustainability. 2020; 12(14):5662. https://doi.org/10.3390/su12145662
Chicago/Turabian StyleHwang, Jihee, Jihye You, Junghoon Moon, and Jaeseok Jeong. 2020. "Factors Affecting Consumers’ Alternative Meats Buying Intentions: Plant-Based Meat Alternative and Cultured Meat" Sustainability 12, no. 14: 5662. https://doi.org/10.3390/su12145662
APA StyleHwang, J., You, J., Moon, J., & Jeong, J. (2020). Factors Affecting Consumers’ Alternative Meats Buying Intentions: Plant-Based Meat Alternative and Cultured Meat. Sustainability, 12(14), 5662. https://doi.org/10.3390/su12145662