The Source of Protein or Its Value? Consumer Perception Regarding the Importance of Meat(-like) Product Attributes
Abstract
:1. Introduction
2. Materials and Methods
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Variable | Statement | Source |
---|---|---|
Healthy | The product shown in the picture is healthy for me | [43] |
Natural | The product shown in the picture is natural | [43,89] |
Environmentally friendly | The product shown in the picture is environmentally friendly | [90,91] |
High quality | The product shown in the picture is of a high quality | [92] |
Willingness to consume | What is your willingness to consume the product shown in the picture | [93] |
References
- Ahmad, R.S.; Imran, A.; Hussain, M.B. Nutritional Composition of Meat. In Meat Science and Nutrition; Arshad, M.S., Ed.; IntechOpen: London, UK, 2018; pp. 61–77. [Google Scholar]
- Szejda, K.; Urbanovich, T.; Wilks, M. Accelerating Consumer Adoption of Plant-Based Meat: An Evidence-Based Guide for Effective Practice; The Good Food Institute: Washington, DC, USA, 2020; pp. 1–110. [Google Scholar]
- Schösler, H.; de Boer, J.; Boersema, J.J. Can we cut out the meat of the dish? Constructing consumer-oriented pathways towards meat substitution. Appetite 2012, 58, 39–47. [Google Scholar] [CrossRef] [PubMed]
- Kumar, P.; Chatli, M.K.; Mehta, N.; Singh, P.; Malav, O.P.; Verma, A.K. Meat analogues: Health promising sustainable meat substitutes. Crit. Rev. Food Sci. Nutr. 2016, 57, 923–932. [Google Scholar] [CrossRef]
- Gravely, E.; Fraser, E. Transitions on the shopping floor: Investigating the role of Canadian supermarkets in alternative protein consumption. Appetite 2018, 130, 146–156. [Google Scholar] [CrossRef]
- Tso, R.; Forde, C. Unintended Consequences: Nutritional Impact and Potential Pitfalls of Switching from Animal- to Plant-Based Foods. Nutrients 2021, 13, 2527. [Google Scholar] [CrossRef] [PubMed]
- Aiking, H. Protein production: Planet, profit, plus people? Am. J. Clin. Nutr. 2014, 100, 483–489. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Lea, E.J.; Crawford, D.; Worsley, A. Consumers’ readiness to eat a plant-based diet. Eur. J. Clin. Nutr. 2005, 60, 342–351. [Google Scholar] [CrossRef] [Green Version]
- He, J.; Evans, N.M.; Liu, H.; Shao, S. A review of research on plant-based meat alternatives: Driving forces, history, manu-facturing, and consumer attitudes. Compr. Rev. Food Sci. Food Saf. 2020, 19, 2639–2656. [Google Scholar] [CrossRef] [PubMed]
- 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]
- Figueira, N.; Curtain, F.; Beck, E.; Grafenauer, S. Consumer Understanding and Culinary Use of Legumes in Australia. Nutrients 2019, 11, 1575. [Google Scholar] [CrossRef] [Green Version]
- Weinrich, R.; Elshiewy, O. Preference and willingness to pay for meat substitutes based on micro-algae. Appetite 2019, 142, 104353. [Google Scholar] [CrossRef]
- Kornher, L.; Schellhorn, M.; Vetter, S. Disgusting or Innovative-Consumer Willingness to Pay for Insect Based Burger Patties in Germany. Sustainability 2019, 11, 1878. [Google Scholar] [CrossRef] [Green Version]
- Orkusz, A.; Wolańska, W.; Harasym, J.; Piwowar, A.; Kapelko, M. Consumers’ Attitudes Facing Entomophagy: Polish Case Perspectives. Int. J. Environ. Res. Public Health 2020, 17, 2427. [Google Scholar] [CrossRef] [Green Version]
- Lea, E.J.; Crawford, D.; Worsley, A. Public views of the benefits and barriers to the consumption of a plant-based diet. Eur. J. Clin. Nutr. 2006, 60, 828–837. [Google Scholar] [CrossRef] [PubMed]
- Pohjolainen, P.; Vinnari, M.; Jokinen, P. Consumers’ perceived barriers to following a plant-based diet. Br. Food J. 2015, 117, 1150–1167. [Google Scholar] [CrossRef]
- Lea, E.J.; Worsley, A. Influences on meat consumption in Australia. Appetite 2001, 36, 127–136. [Google Scholar] [CrossRef]
- Corrin, T.; Papadopoulos, A. Understanding the attitudes and perceptions of vegetarian and plant-based diets to shape future health promotion programs. Appetite 2017, 109, 40–47. [Google Scholar] [CrossRef]
- Graça, J.; Oliveira, A.; Calheiros, M.M. Meat, beyond the plate. Data-driven hypotheses for understanding consumer will-ingness to adopt a more plant-based diet. Appetite 2015, 90, 80–90. [Google Scholar] [CrossRef]
- Elzerman, J.E.; van Boekel, M.A.J.S.; Luning, P.A. Exploring meat substitutes: Consumer experiences and contextual factors. Br. Food J. 2013, 115, 700–710. [Google Scholar] [CrossRef]
- Bonini, S.M.J.; Hintz, G.; Mendonca, L.T. Addressing consumer concerns about climate change. McKinsey Q 2008, 2, 52. Available online: http://mcensustainableenergy.pbworks.com/f/Consumer+Concerns+on+Climate+Change+-+McKinsey.pdf (accessed on 10 July 2021).
- Román, S.; Sánchez-Siles, L.M.; Siegrist, M. The importance of food naturalness for consumers: Results of a systematic review. Trends Food Sci. Technol. 2017, 67, 44–57. [Google Scholar] [CrossRef]
- Pascua, Y.; Koç, H.; Foegeding, E.A. Food structure: Roles of mechanical properties and oral processing in determining sensory texture of soft materials. Curr. Opin. Colloid Interface Sci. 2013, 18, 324–333. [Google Scholar] [CrossRef]
- Larkin, D.; Martin, C.R. Caloric estimation of healthy and unhealthy foods in normal-weight, overweight and obese participants. Eat. Behav. 2016, 23, 91–96. [Google Scholar] [CrossRef]
- Circus, V.E.; Robison, R. Exploring perceptions of sustainable proteins and meat attachment. Br. Food J. 2019, 121, 533–545. [Google Scholar] [CrossRef]
- Onwezen, M.C.; van den Puttelaar, J.; Verain, M.C.D.; Veldkamp, T. Consumer acceptance of insects as food and feed: The relevance of affective factors. Food Qual. Prefer. 2019, 77, 51–63. [Google Scholar] [CrossRef]
- van der Weele, C.; Feindt, P.; Jan van der Goot, A.; van Mierlo, B.; van Boekel, M. Meat alternatives: An integrative comparison. Trends Food Sci. Technol. 2019, 88, 505–512. [Google Scholar] [CrossRef]
- Uta, S.S.; Schmidt, J. Reducing meat consumption in developed and transition countries to counter climate change and bio-diversity loss: A review of influence factors. Reg. Environ. Chang. 2017, 17, 1261–1277. [Google Scholar]
- Nisbet, E.K.; Zelenski, J.M.; Murphy, S.A. The nature relatedness scale: Linking individuals’ connection with nature to environmental concern and behavior. Environ. Behav. 2009, 41, 715–740. [Google Scholar] [CrossRef]
- Kennedy, E.H.; Kmec, J.A. Is there an “ideal feeder”? How healthy and eco-friendly food consumption choices impact judgments of parents. Agric. Hum. Values 2018, 36, 137–151. [Google Scholar] [CrossRef]
- Willett, W.; Rockström, J.; Loken, B.; Springmann, M.; Lang, T.; Vermeulen, S.; Garnett, T.; Tilman, D.; DeClerck, F.; Wood, A.; et al. Food in the Anthropocene: The EAT–Lancet Commission on healthy diets from sustainable food systems. Lancet 2019, 393, 447–492. [Google Scholar] [CrossRef]
- Park, H.J.; Lin, L.M. Exploring attitude–behavior gap in sustainable consumption: Comparison of recycled and upcycled fashion products. J. Bus. Res. 2020, 117, 623–628. [Google Scholar] [CrossRef]
- The Nielsen Company. We are what We Eat: Healthy Eating Trends Around the World. Glob. Health Wellness Rep. 2015. Available online: https://www.nielsen.com/wp-content/uploads/sites/3/2019/04/january-2015-global-health-and-wellness-report.pdf (accessed on 10 July 2021).
- Jackson, P.; Viehoff, V. Reframing convenience food. Appetite 2016, 98, 1–11. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rozin, P.; Fischler, C.; Imada, S.; Sarubin, A.; Wrzesniewski, A. Attitudes to food and the role of food in life in the USA, Japan, Flemish Belgium and France: Possible implications for the diet-health debate. Appetite 1999, 33, 163–180. [Google Scholar] [CrossRef] [PubMed]
- Asioli, D.; Aschemann-Witzel, J.; Caputo, V.; Vecchio, R.; Annunziata, A.; Næs, T.; Varela, P. Making sense of the “clean label” trends: A review of consumer food choice behavior and discussion of industry implications. Food Res. Int. 2017, 99, 58–71. [Google Scholar] [CrossRef] [PubMed]
- Rozin, P. The Meaning of “Natural”: Process More Important Than Content. Psychol. Sci. 2005, 16, 652–658. [Google Scholar] [CrossRef]
- Abouab, N.; Gomez, P. Human contact imagined during the production process increases food naturalness perceptions. Appetite 2015, 91, 273–277. [Google Scholar] [CrossRef]
- Chamhur, N.; Peter, J.B. Consumer perceptions of food quality in Malaysia Norshamliza. Br. Food J. 2015, 117, 1168–1187. [Google Scholar] [CrossRef] [Green Version]
- Hansen, T. Understanding consumer perception of food quality: The cases of shrimps and cheese. Br. Food J. 2005, 107, 500–525. [Google Scholar] [CrossRef]
- Glitsch, K. Consumer perceptions of fresh meat quality: Cross-national comparison. Br. Food J. 2000, 102, 177–194. [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]
- Lähteenmäki, L.; Lampila, P.; Grunert, K.G.; Boztug, Y.; Ueland, Ø.; Åström, A.; Martinsdóttir, E. Impact of health-related claims on the perception of other product attributes. Food Policy 2010, 35, 230–239. [Google Scholar] [CrossRef]
- Krystallis, A.; Maglaras, G.; Mamalis, S. Motivations and cognitive structures of consumers in their purchasing of functional foods. Food Qual. Prefer. 2008, 19, 525–538. [Google Scholar] [CrossRef]
- Maubach, N.; Hoek, J.; Mather, D. Interpretive front-of-pack nutrition labels. Comparing competing recommendations. Appetite 2014, 82, 67–77. [Google Scholar] [CrossRef] [PubMed]
- Tuso, P.J.; Ismail, M.H.; Ha, B.P.; Bartolotto, C. Nutritional update for physicians: Plant-based diets. Perm. J. 2013, 17, 61–66. [Google Scholar] [CrossRef] [Green Version]
- Satija, A.; Bhupathiraju, S.N.; Rimm, E.B.; Spiegelman, D.; Chiuve, S.; Borgi, L.; Willett, W.C.; Manson, J.A.E.; Sun, Q.; Hu, F.B. Plant-Based Dietary Patterns and Incidence of Type 2 Diabetes in US Men and Women: Results from Three Prospective Cohort Studies. PLoS Med. 2016, 13, e1002039. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Melina, V.; Craig, W.; Levin, S. Position of the Academy of Nutrition and Dietetics: Vegetarian Diets. J. Acad. Nutr. Diet. 2016, 116, 1970–1980. [Google Scholar] [CrossRef] [PubMed]
- Appleby, P.N.; Crowe, F.L.; Bradbury, K.E.; Travis, R.C.; Key, T.J. Mortality in vegetarians and comparable nonvegetarians in the United Kingdom. Am. J. Clin. Nutr. 2016, 103, 218–230. [Google Scholar] [CrossRef]
- Wahl, D.R.; Villinger, K.; König, L.M.; Ziesemer, K.; Schupp, H.T.; Renner, B. Healthy food choices are happy food choices: Evidence from a real life sample using smartphone based assessments. Sci. Rep. 2017, 7, 1–8. [Google Scholar] [CrossRef] [Green Version]
- Provencher, V.; Jacob, R. Impact of Perceived Healthiness of Food on Food Choices and Intake. Curr. Obes. Rep. 2016, 5, 65–71. [Google Scholar] [CrossRef]
- Swinburn, B.A.; Sacks, G.; Hall, K.D.; McPherson, K.; Finegood, D.T.; Moodie, M.L.; Gortmaker, S.L. The global obesity pandemic: Shaped by global drivers and local environments. Lancet 2011, 378, 804–814. [Google Scholar] [CrossRef]
- Drichoutis, A.C.; Lazaridis, P.; Nayga, R.M., Jr. Consumers’ use of nutritional labels: A review of research studies and issues. Acad. Mark. Sci. Rev. 2006, 2006, 1. [Google Scholar]
- Urala, N. Functional Foods in Finland: Consumers’ Views, Attitudes and Willingness to Use; VTT Technical Research Centre of Finland: Helsinki, Finland, 2005. [Google Scholar]
- Dean, M.; Lampila, P.; Shepherd, R.; Arvola, A.; Saba, A.; Vassallo, M.; Claupein, E.; Winkelmann, M.; Lähteenmäki, L. Per-ceived relevance and foods with health-related claims. Food Qual. Prefer. 2012, 24, 129–135. [Google Scholar] [CrossRef]
- U.S. Food and Drug Administration. Label Claims for Conventional Foods and Dietary Supplements|FDA. Available online: https://www.fda.gov/food/food-labeling-nutrition/label-claims-conventional-foods-and-dietary-supplements (accessed on 29 August 2020).
- European Union Nutrition Claims|Food Safety. Available online: https://ec.europa.eu/food/safety/labelling_nutrition/claims/nutrition_claims_en (accessed on 29 August 2020).
- Hieke, S.; Kuljanic, N.; Pravst, I.; Miklavec, K.; Kaur, A.; Brown, K.A.; Egan, B.M.; Pfeifer, K.; Gracia, A.; Rayner, M. Prevalence of Nutrition and Health-Related Claims on Pre-Packaged Foods: A Five-Country Study in Europe. Nutrients 2016, 8, 137. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Al-Ani, H.H.; Devi, A.; Eyles, H.; Swinburn, B.; Vandevijvere, S. Nutrition and health claims on healthy and less-healthy packaged food products in New Zealand. Br. J. Nutr. 2016, 116, 1087–1094. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Benson, T.; Lavelle, F.; McCloat, A.; Mooney, E.; Bucher, T.; Egan, B.; Dean, M. Are the Claims to Blame? A Qualitative Study to Understand the Effects of Nutrition and Health Claims on Perceptions and Consumption of Food. Nutrients 2019, 11, 2058. [Google Scholar] [CrossRef] [Green Version]
- Ballco, P.; Caputo, V.; De-Magistris, T. Consumer valuation of European nutritional and health claims: Do taste and attention matter? Food Qual. Prefer. 2020, 79, 1–13. [Google Scholar] [CrossRef]
- Fenko, A.; Kersten, L.; Bialkova, S. Overcoming consumer scepticism toward food labels: The role of multisensory experience. Food Qual. Prefer. 2016, 48, 81–92. [Google Scholar] [CrossRef]
- Cavaliere, A.; Ricci, E.C.; Banterle, A. Nutrition and health claims: Who is interested? An empirical analysis of consumer preferences in Italy. Food Qual. Prefer. 2015, 41, 44–51. [Google Scholar] [CrossRef]
- Thorndike, A.N.; Sonnenberg, L.; Riis, J.; Barraclough, S.; Levy, D.E. A 2-Phase Labeling and Choice Architecture Intervention to Improve Healthy Food and Beverage Choices. Am. J. Public Health 2012, 102, 527–533. [Google Scholar] [CrossRef]
- Hawley, K.L.; Roberto, C.A.; Bragg, M.A.; Liu, P.J.; Schwartz, M.B.; Brownell, K.D. The science on front-of-package food labels. Public Health Nutr. 2013, 16, 430–439. [Google Scholar] [CrossRef]
- Hoppert, K.; Mai, R.; Zahn, S.; Schwarz, P.E.; Hoffmann, S.; Rohm, H. Is there a fit in cognitive and sensory evaluation of yogurt? The moderating role of nutrition training. Food Qual. Prefer. 2014, 31, 65–68. [Google Scholar] [CrossRef]
- Bialkova, S.; Grunert, K.G.; Juhl, H.J.; Wasowicz-Kirylo, G.; Styśko-Kunkowska, M.; van Trijp, H.C. Attention mediates the effect of nutrition label information on consumers’ choice. Evidence from a choice experiment involving eye-tracking. Appetite 2014, 76, 66–75. [Google Scholar] [CrossRef] [PubMed]
- Kaur, A.; Scarborough, P.; Rayner, M. A systematic review, and meta-analyses, of the impact of health-related claims on dietary choices. Int. J. Behav. Nutr. Phys. Act. 2017, 14, 1–17. [Google Scholar] [CrossRef] [PubMed]
- Bialkova, S.; Sasse, L.; Fenko, A. The role of nutrition labels and advertising claims in altering consumers’ evaluation and choice. Appetite 2016, 96, 38–46. [Google Scholar] [CrossRef] [PubMed]
- Stancu, V.; Grunert, K.G.; Lähteenmäki, L. Consumer inferences from different versions of a beta-glucans health claim. Food Qual. Prefer. 2017, 60, 81–85. [Google Scholar] [CrossRef]
- Talati, Z.; Pettigrew, S.; Hughes, C.; Dixon, H.; Kelly, B.; Ball, K.; Miller, C. The combined effect of front-of-pack nutrition labels and health claims on consumers’ evaluation of food products. Food Qual. Prefer. 2016, 53, 57–65. [Google Scholar] [CrossRef] [Green Version]
- Gravel, K.; Doucet, É.; Peter Herman, C.; Pomerleau, S.; Bourlaud, A.S.; Provencher, V. ‘Healthy,’ ‘diet,’ or ‘hedonic’. How nutrition claims affect food-related perceptions and intake? Appetite 2012, 59, 877–884. [Google Scholar] [CrossRef] [PubMed]
- Lähteenmäki, L. Claiming health in food products. Food Qual. Prefer. 2013, 27, 196–201. [Google Scholar] [CrossRef]
- Cornish, L.S. Perceived trustworthiness of online shops. J. Consum. Behav. 2012, 11, 392–402. [Google Scholar]
- Belei, N.; Geyskens, K.; Goukens, C.; Ramanathan, S.; Lemmink, J. The Best of Both Worlds? Effects of Attribute-Induced Goal Conflict on Consumption of Healthful Indulgences. J. Mark. Res. 2012, 49, 900–909. [Google Scholar] [CrossRef]
- Grebitus, C.; Davis, G.C. Change is good!? Analyzing the relationship between attention and nutrition facts panel modifi-cations. Food Policy 2017, 73, 119–130. [Google Scholar] [CrossRef]
- Roseman, M.G.; Joung, H.-W.; Littlejohn, E.I. Attitude and Behavior Factors Associated with Front-of-Package Label Use with Label Users Making Accurate Product Nutrition Assessments. J. Acad. Nutr. Diet. 2018, 118, 904–912. [Google Scholar] [CrossRef] [PubMed]
- Talati, Z.; Norman, R.; Kelly, B.; Dixon, H.; Neal, B.; Miller, C.; Pettigrew, S. A randomized trial assessing the effects of health claims on choice of foods in the presence of front-of-pack labels. Am. J. Clin. Nutr. 2018, 108, 1275–1282. [Google Scholar] [CrossRef] [PubMed]
- Kataria, A.; Sharma, R.; Sharma, S.; Singh, B.; Kaur, G.; Yakubu, C.M. Recent applications of bio-engineering principles to modulate the functionality of proteins in food systems. Trends Food Sci. Technol. 2021, 113, 54–65. [Google Scholar] [CrossRef]
- Moughan, P.J. Population protein intakes and food sustainability indices: The metrics matter. Glob. Food Secur. 2021, 29, 100548. [Google Scholar] [CrossRef]
- Gaydhane, M.K.; Mahanta, U.; Sharma, C.S.; Khandelwal, M.; Ramakrishna, S. Cultured meat: State of the art and future. Biomanuf. Rev. 2018, 3, 1–10. [Google Scholar] [CrossRef]
- Poore, J.; Nemecek, T. Reducing food’s environmental impacts through producers and consumers. Science 2018, 360, 987–992. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Rootes, C. Environmental Movements. In The Blackwell Companion to Social Movements; Snow, D.A., Soule, S.A., Kriesi, H., Eds.; Blackwell Publishing: Oxford, UK, 2004; pp. 608–640. [Google Scholar]
- González Turmo, I. The Mediterranean diet: Consumption, cuisine and food habits. In Mediterra 2012: The Mediterranean Diet for Sustainable Regional Development; Mobiela, F., Ed.; Presses de Sciences Po: Paris, France, 2012; pp. 115–132. [Google Scholar]
- de Boer, J.; Aiking, H. Do EU consumers think about meat reduction when considering to eat a healthy, sustainable diet and to have a role in food system change? Appetite 2022, 170, 105880. [Google Scholar] [CrossRef]
- Tonsor, G.T.; Lusk, J.L.; Schroeder, T.C. Impacts of New Plant-Based Protein Alternatives on U.S. Beef Demand. Available online: https://www.agmanager.info/livestock-meat/meat-demand/meat-demand-research-studies/impact-new-plant-based-protein-0 (accessed on 4 April 2022).
- 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]
- Lea, E.; Worsley, A. Benefits and barriers to the consumption of a vegetarian diet in Australia. Public Health Nutr. 2003, 6, 505–511. [Google Scholar] [CrossRef] [Green Version]
- Lidón, I.; Rebollar, R.; Gil-Pérez, I.; Martín, J.; Vicente-Villardón, J.L. The influence the image of the product shown on food packaging labels has on product perception during tasting: Effects and gender differences. Packag. Technol. Sci. 2018, 31, 689–697. [Google Scholar] [CrossRef]
- Maleki, S.; Amiri Aghdaie, S.F.; Shahin, A.; Ansari, A. Investigating the relationship among the Kansei-based design of chocolate packaging, consumer perception, and willingness to buy. J. Mark. Commun. 2020, 26, 836–855. [Google Scholar] [CrossRef]
- Michel, F.; Hartmann, C.; Siegrist, M. Consumers’ associations, perceptions and acceptance of meat and plant-based meat alternatives. Food Qual. Prefer. 2021, 87, 104063. [Google Scholar] [CrossRef]
- Simmonds, G.; Woods, A.T.; Spence, C. ‘Show me the goods’: Assessing the effectiveness of transparent packaging vs. product imagery on product evaluation. Food Qual. Prefer. 2018, 63, 18–27. [Google Scholar] [CrossRef]
- Dupont, J.; Fiebelkorn, F. Attitudes and acceptance of young people toward the consumption of insects and cultured meat in Germany. Food Qual. Prefer. 2020, 85, 103983. [Google Scholar] [CrossRef]
Sum of Squares | Degrees of Freedom (df) | Mean Square | Fisher Test (F) | p-Value | Effect Size (η2) | |
---|---|---|---|---|---|---|
Willingness to consume | ||||||
Plant-based vs. meat product | 2.328 | 1 | 2.328 | 0.861 | 0.354 | 0.002 |
“High protein” Nutrition Claim vs. no claim | 12.249 | 1 | 12.249 | 4.531 | 0.034 | 0.009 |
Source of protein/claims interaction | 0.437 | 1 | 0.437 | 0.162 | 0.688 | <0.001 |
Residuals | 1400.272 | 518 | 2.703 | |||
Environmentally friendly | ||||||
Plant-based vs. meat product | 92.907 | 1 | 92.907 | 38.681 | <0.001 | 0.069 |
“High protein” Nutrition Claim vs. no claim | 15.993 | 1 | 15.993 | 6.658 | 0.010 | 0.012 |
Source of protein/claims interaction | 0.056 | 1 | 0.056 | 0.024 | 0.878 | <0.001 |
Residuals | 1244.159 | 518 | 2.402 | |||
Natural | ||||||
Plant-based vs. meat product | 34.604 | 1 | 34.604 | 15.518 | <0.001 | 0.029 |
“High protein” Nutrition Claim vs. no claim | 5.299 | 1 | 5.299 | 2.376 | 0.124 | 0.004 |
Source of protein/claims interaction | 0.431 | 1 | 0.431 | 0.193 | 0.660 | <0.001 |
Residuals | 1155.094 | 518 | 2.230 | |||
High quality | ||||||
Plant-based vs. meat product | 2.701 | 1 | 2.701 | 1.643 | 0.200 | 0.003 |
“High protein” Nutrition Claim vs. no claim | 11.875 | 1 | 11.875 | 7.227 | 0.007 | 0.014 |
Source of protein/claims interaction | 0.161 | 1 | 0.161 | 0.098 | 0.754 | <0.001 |
Residuals | 851.204 | 518 | 1.643 | |||
Healthy | ||||||
Plant-based vs. meat product | 54.097 | 1 | 54.097 | 25.761 | <0.001 | 0.047 |
“High protein” Nutrition Claim vs. no claim | 6.472 | 1 | 6.472 | 3.082 | 0.080 | 0.006 |
Source of protein/claims interaction | 1.030 | 1 | 1.030 | 0.491 | 0.484 | <0.001 |
Residuals | 1087.775 | 518 | 2.100 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 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 (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Antoniak, M.A.; Szymkowiak, A.; Pepliński, B. The Source of Protein or Its Value? Consumer Perception Regarding the Importance of Meat(-like) Product Attributes. Appl. Sci. 2022, 12, 4128. https://doi.org/10.3390/app12094128
Antoniak MA, Szymkowiak A, Pepliński B. The Source of Protein or Its Value? Consumer Perception Regarding the Importance of Meat(-like) Product Attributes. Applied Sciences. 2022; 12(9):4128. https://doi.org/10.3390/app12094128
Chicago/Turabian StyleAntoniak, Marcin Adam, Andrzej Szymkowiak, and Benedykt Pepliński. 2022. "The Source of Protein or Its Value? Consumer Perception Regarding the Importance of Meat(-like) Product Attributes" Applied Sciences 12, no. 9: 4128. https://doi.org/10.3390/app12094128
APA StyleAntoniak, M. A., Szymkowiak, A., & Pepliński, B. (2022). The Source of Protein or Its Value? Consumer Perception Regarding the Importance of Meat(-like) Product Attributes. Applied Sciences, 12(9), 4128. https://doi.org/10.3390/app12094128