Sustainability Perception of Italian Consumers: Is it Possible to Replace Meat, and What Is the Best Alternative?
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design of the Study
2.2. Assessment Tool
2.3. Data Analysis
3. Results and Discussion
3.1. Characteristics of the Survey
3.2. Consumers’ Perception of Food Sustainability
3.2.1. Food Sustainability Knowledge
3.2.2. Sources of Protein Alternative to Meat
3.2.3. Eating Behaviors: The Importance of Meat and the Request for Rules
3.3. Multivariate Analysis
3.4. Cluster Analysis and Socio-Demographic Characteristics of the Resulting Clusters
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
Abbreviations
GHGE | Greenhouse Gas Emissions |
WHO | World Health Organization |
FAO | Food and Agriculture Organization |
GMO | Genetically Modified Organisms |
MD | Mediterranean Diet |
CAWI | Computer Assisted Web Interviewing |
ISTAT | National Institute of Statistics |
SD | Standard Deviation |
FA | Factor Analysis |
PCA | Principal Component Analysis |
CI | Confidence Interval |
MI | Meat Importance |
RR | Request for Rules |
WTD | Willing to do |
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Gender | ||
Man | 407.05 | 49.94% |
Woman | 407.95 | 50.06% |
Age | ||
Mean = 43.43 SD = 12.68 | ||
Age groups | ||
18–35 | 197.42 | 26.07% |
35–45 | 170.09 | 28.87% |
45–55 | 213.80 | 26.23% |
55–65 | 218.65 | 26.83% |
Family size | ||
1 | 85.72 | 10.52% |
2 | 222.20 | 27.26% |
3 | 232.41 | 28.52% |
4 | 210.31 | 25.80% |
5 | 50.36 | 6.18% |
6 | 5.66 | 0.7% |
>6 | 8.33 | 1.02% |
Presence of children in the family | ||
Age ≤ 11 years | 178.91 | 21.95% |
Age > 11 years | 130.45 | 16.01% |
No | 505.63 | 62.04% |
Education level | ||
Low (primary school or lower) | 62.73 | 7.70% |
Middle-low (secondary school) | 525.04 | 64.42% |
High-middle (first university level) | 107.42 | 13.18% |
High (university degree or higher) | 119.80 | 14.7% |
Area of origin | ||
Northwest Italy | 216.89 | 26.61% |
Northeast Italy | 158.86 | 19.49% |
Central Italy | 161.71 | 19.84% |
South Italy | 188.69 | 23.16% |
Island | 88.84 | 10.9% |
Household income | ||
<18,000 EUR | 157.23 | 21.56% |
[18,000 EUR, 36,000 EUR] | 366.33 | 50.25% |
>36,000 EUR | 205.51 | 28.19% |
Body mass index | ||
Underweight | 32.10 | 3.94% |
Normal weight | 465.89 | 57.16% |
Overweight | 221.57 | 27.19% |
Obese | 95.43 | 11.71% |
Working activity | ||
Student | 66.40 | 8.15% |
Housemaker | 85.62 | 10.51% |
Retired | 33.61 | 4.12% |
Unemployed or looking for a first job | 57.84 | 7.09% |
Manual worker | 101.35 | 12.44% |
Employee | 295.60 | 36.27% |
Self-employed | 130.03 | 15.96% |
Others | 44.54 | 5.46% |
Urban | ||
<100,000 | 638.03 | 78.29% |
≥100,000 | 176.96 | 21.71% |
Items Group | Questions | Factor Loading | Communality | Factor |
---|---|---|---|---|
Meat Importance (MI) | ||||
Q8.1 | Eating meat is necessary to have a complete diet | 0.84 | 0.763 | 1 |
Q8.2 | I need meat to have energy | 0.88 | 0.781 | 1 |
Q8.3 | Eating meat allows me to have a balanced diet | 0.9 | 0.812 | 1 |
Q8.4 | Meat is irreplaceable in my diet | 0.86 | 0.776 | 1 |
Q8.5 | Replacing meat with plant-based protein sources doesn’t provide me with the same energy | 0.76 | 0.594 | 1 |
Request for Rules (RR) | ||||
Q11.1 | Sustainability information should be compulsory on food labels | 0.59 | 0.67 | 2 |
Q11.2 | Food that is less sustainable should be taxed higher (and be more expensive) | 0.7 | 0.637 | 2 |
Q11.3 | Unsustainable food products should be removed from shelves (e.g., no strawberries in winter, supermarkets should sell only sourced sustainably fish, etc.) | 0.63 | 0.48 | 2 |
Q11.4 | Regulations should force farmers and food producers to meet more stringent sustainability standards (in terms of greenhouse gas emissions, water use, biodiversity, etc.) | 0.74 | 0.7 | 2 |
Q11.5 | Farmers should be given incentives (e.g., through subsidies) to produce food more sustainably | 0.66 | 0.686 | 2 |
Q11.6 | The EU should not be more proactive on sustainable food policies unless other countries such as China or the USA do the same | 0.72 | 0.702 | 2 |
Q12.1 | Emissions from aircraft, trains, cars, trucks and ships | 0.36 | 0.626 | 2 |
Q12.2 | The production of meat and dairy products, which we eat and drink | 0.5 | 0.471 | 2 |
Willingness to do (WTD) | ||||
Q4.2 | I’m willing to spend more money on sustainable food | 0.62 | 0.586 | 3 |
Q4.3 | I’m willing to spend more money on food for which I’m sure farmers get a fair price for in return | 0.59 | 0.512 | 3 |
Q4.4 | I’m willing to cut down on red meat (beef, lamb and pork) | 0.61 | 0.615 | 3 |
Q4.5 | I’m willing to cut down on dairy | 0.52 | 0.387 | 3 |
Q4.6 | I am willing to waste less food at home, implementing anti-waste measures (e.g., shopping lists, placing foods that expire first at the front of the refrigerator, etc. | 0.38 | 0.545 | 3 |
Q4.7 | I’m willing to eat more vegetables/plant-based food, even if they’re not to my taste | 0.66 | 0.598 | 3 |
Q4.8 | I’m willing to change my eating habits, even if they are not environment-friendly | 0.68 | 0.725 | 3 |
Q1.4 | Sustainability issues influence my food choices | 0.38 | 0.775 | 3 |
Cluster | Weighted Obs (%) | Cluster Centroids Means (SD) | ||
---|---|---|---|---|
MI | RR | WTD | ||
1—Average sustainable consumer | 208.9 (25.6%) | 6.28 (1.04) | 6.07 (0.98) | 5.28 (0.96) |
2—Strongly sustainable consumer | 268.9 (33%) | 3.45 (1.53) | 7.92 (1.39) | 7.79 (1.19) |
3—No change in consumers | 35.5 (4.4%) | 3.51 (1.24) | 3.96 (1.32) | 4.13 (1.49) |
4—Meat consumers willing to be sustainable | 254.8 (31.3%) | 7.40 (1.14) | 7.68 (1.08) | 7.37 (0.97) |
5—Unsustainable consumers | 46.9 (5.7%) | 8.02 (1.64) | 3.53 (1.38) | 4.09 (1.46) |
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Aureli, V.; Nardi, A.; Palmieri, N.; Peluso, D.; Di Veroli, J.N.; Scognamiglio, U.; Rossi, L. Sustainability Perception of Italian Consumers: Is it Possible to Replace Meat, and What Is the Best Alternative? Nutrients 2023, 15, 3861. https://doi.org/10.3390/nu15183861
Aureli V, Nardi A, Palmieri N, Peluso D, Di Veroli JN, Scognamiglio U, Rossi L. Sustainability Perception of Italian Consumers: Is it Possible to Replace Meat, and What Is the Best Alternative? Nutrients. 2023; 15(18):3861. https://doi.org/10.3390/nu15183861
Chicago/Turabian StyleAureli, Vittoria, Alessandra Nardi, Nadia Palmieri, Daniele Peluso, Jacopo Niccolò Di Veroli, Umberto Scognamiglio, and Laura Rossi. 2023. "Sustainability Perception of Italian Consumers: Is it Possible to Replace Meat, and What Is the Best Alternative?" Nutrients 15, no. 18: 3861. https://doi.org/10.3390/nu15183861
APA StyleAureli, V., Nardi, A., Palmieri, N., Peluso, D., Di Veroli, J. N., Scognamiglio, U., & Rossi, L. (2023). Sustainability Perception of Italian Consumers: Is it Possible to Replace Meat, and What Is the Best Alternative? Nutrients, 15(18), 3861. https://doi.org/10.3390/nu15183861