Consumers’ Attitude towards the Sustainability of Different Food Categories
Abstract
1. Introduction
2. Materials and Methods
Statistical Analysis
3. Results and Discussion
Consumer Clustering
4. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Number | Question |
---|---|
Q1 | Demographics |
Q2 | Please indicate your agreement to the following questions. |
Q2.1 | A nice plastic packaging is essential to sell sustainable snacks. |
Q2.2 | A certification proving low environmental impact will help me in eating more meat products. |
Q2.3 | Grains are always grown under rain-fed conditions, not with irrigation. |
Q2.4 | Coffee beans from extremely small farms in the mountains of Jamaica deserve a high price to be fair to the farmers and support their economic future. |
Q2.5 | Consuming farm raised fish is less sustainable than consuming sea-fish. |
Q2.6 | Beef cattle are not sustainable because they have a high carbon footprint. |
Q2.7 | Eating seafood can be risky due to the occurrence of mercury but it is so delicious that I cannot stop eating it. |
Q2.8 | Eggs from free-range hens are more sustainable than those from caged-hens. |
Q2.9 | Even though corn requires a high volume of water, I will never stop buying corn products because I like them too much. |
Q2.10 | Even though I know that confections and cakes may not be good for my health, I cannot help it and still consume them often. |
Q2.11 | Extra virgin olive oil is more sustainable than canola oil because it does not go through a refining process. |
Q2.12 | Product labeled “Fair Trade” (e.g., some coffees or chocolates) are too expensive. |
Q2.13 | For sure I will buy brown sugar if it is labeled with a high carbon and water footprint. |
Q2.14 | Green-house vegetables are widely available and are safer and more sustainable than the rain-fed ones. |
Q2.15 | Home distilled alcohols cannot be considered sustainable if they risk the consumers’ health in any way. |
Q2.16 | I do not think milk quality varies much and will buy any that is on sale. |
Q2.17 | I will reduce my consumption of discretionary products (oils, sugars, alcohol) if that helps in the sustainability of the food chain. |
Q2.18 | I like to buy fair trade products, because this certification makes me feel good about the product source. |
Q2.19 | It is important to eat a variety of vegetables even if they are out of season. |
Q2.20 | I will not buy bottled water because it is less sustainable than tap water. |
Q2.21 | I would buy soft drinks in glass bottles if they were returnable and I will be rewarded. |
Q2.22 | If I had known that a particular food (for instance, oranges) is one of the foods producing more environmental impact, I would have reduced its consumption before. |
Q2.23 | If I could, I would prefer to buy eggs directly from the farmer. |
Q2.24 | Independent of the taste, drinking bottled water is safer than drinking tap water. |
Q2.25 | It is more sustainable to drink milk than eat cheese. |
Q2.26 | It is more sustainable to eat fresh fruit than dry fruit because energy is needed to dry the products. |
Q2.27 | Organic vegetables are the perfect choice for consumers because they are bacteria-free. |
Q2.28 | Packing cupcakes individually in crystal clear bags within a bigger plastic bag is sustainable because it allows consumption of smaller portions. |
Q2.29 | Proper selection of grains with low water requirements will help to protect the environment. |
Q2.30 | If I knew that an ancient grain, such as sorghum, uses less water than wheat or corn I would want products made from that if they tasted good. |
Q2.31 | Providing consumers that have special dietary needs with proper foods is also part of the sustainability of the food chain. |
Q2.32 | Reducing the intake of animal fats can be considered as a sustainable behavior because it reduces medical expenses. |
Q2.33 | Rice-based food for people with gluten sensitivity must be sustainable to ensure the best possible quality and safety. |
Q2.34 | Seasonal fruits are the most sustainable foods; they can be eaten directly from the plant. |
Q2.35 | Sustainable snacks are those prepared using grains that optimize the use of irrigation water. |
Q2.36 | The high demand for palm oil is seriously jeopardizing the forest in countries such as Indonesia and Malaysia. |
Q2.37 | The information on labels of snack food is so much that I just buy snacks from the best-known brands. |
Q2.38 | Making yogurt at home is more sustainable than buying it from the store. |
Q2.39 | Canned-fish products are non-sustainable because they generate tons of waste. |
Q2.40 | The traceability of the milk (where the milk comes from) used in the cheese I eat is an important buying driver for me. |
Q2.41 | Traditional peach varieties are sustainable because they increase biodiversity. |
Q2.42 | Vodka is a sustainable drink because is prepared using cereal grains or potatoes. |
Q2.43 | When drinking alcoholic beverages, I do not care about their nutrition or health effects. |
Q2.44 | White sugar is less sustainable than brown sugar because a whitening process must be done. |
Q2.45 | Yogurt made with unpasteurized milk is safe because of a sustainable fermentation process. |
Question | ANOVA † | Country | |||||
---|---|---|---|---|---|---|---|
USA | China | Mexico | Brazil | Spain | India | ||
Bread and cereal products | |||||||
Q2.29 | NS | 4.9 | 5.1 | 5.1 | 5.1 | 4.9 | 5.0 |
Q2.30 | *** | 4.6 c ‡ | 4.9 b | 5.2 a | 4.9 b | 4.8 bc | 4.9 b |
Sugar and derivatives | |||||||
Q2.17 | *** | 4.3 d | 5.0 bc | 5.3 a | 5.1 ab | 4.8 c | 5.0 bc |
Fruits and vegetables | |||||||
Q2.26 | *** | 4.8 c | 5.1 ab | 5.2 a | 5.2 ab | 4.9 bc | 4.5 d |
Q2.34 | *** | 5.1 c | 5.2 bc | 5.8 a | 5.1 c | 5.4 b | 5.4 b |
Q2.41 | *** | 4.5 c | 4.9 a | 5.0 a | 4.5 c | 4.7 bc | 4.8 ab |
Fats and oils | |||||||
Q2.11 | *** | 4.4 de | 4.4 e | 5.1 ab | 4.9 bc | 5.3 a | 4.7 cd |
Q2.32 | *** | 4.4 d | 5.0 a | 4.9 ab | 4.8 ab | 4.5 cd | 4.6 bc |
Coffee, tea and cocoa | |||||||
Q2.4 | *** | 4.4 c | 4.7 b | 4.8 ab | 4.4 c | 4.9 a | 4.9 a |
Q2.18 | *** | 4.5 c | 4.7 bc | 4.7 bc | 5.0 a | 4.5 c | 4.9 ab |
Soft drinks and water | |||||||
Q2.21 | *** | 4.9 b | 5.6 a | 5.6 a | 4.8 b | 5.8 a | 5.0 b |
Alcoholic beverages | |||||||
Q2.15 | *** | 4.4 c | 4.4 c | 5.4 a | 4.9 b | 5.0 b | 4.8 b |
Meat products | |||||||
Q2.2 | *** | 4.0 d | 4.3 c | 4.8 a | 4.7 ab | 4.6 bc | 3.9 d |
Q2.6 | *** | 4.0 bc | 3.9 c | 4.3 a | 4.2 ab | 4.0 c | 4.3 a |
Eggs | |||||||
Q2.8 | *** | 4.7 d | 5.2 bc | 5.1 c | 5.4 ab | 5.6 a | 4.6 d |
Q2.23 | *** | 5.2 c | 5.6 b | 5.9 a | 5.9 a | 5.9 a | 5.2 c |
Milk and dairy products | |||||||
Q2.25 | *** | 4.0 b | 4.7 a | 4.0 b | 4.0 b | 3.8 b | 4.8 a |
Q2.38 | *** | 4.1 e | 4.5 d | 5.0 bc | 5.4 a | 4.9 c | 5.3 ab |
Q2.40 | *** | 3.8 d | 5.0 a | 4.4 bc | 4.9 a | 4.2 c | 4.6 b |
Question | ANOVA † | Age | ANOVA † | Gender | ||||
---|---|---|---|---|---|---|---|---|
18–23 | 24–41 | 42–52 | 53–73 | Male | Female | |||
Bread and cereal products | ||||||||
Q2.29 | NS | 5.0 | 5.2 | 5.0 | 5.0 | NS | 5.0 | 5.0 |
Q2.30 | *** | 5.0 ab‡ | 5.1 a | 4.8 b | 4.6 c | NS | 4.8 | 4.6 |
Sugar and derivatives | ||||||||
Q2.17 | NS | 4.9 | 5.0 | 4.9 | 4.8 | NS | 4.8 | 5.0 |
Fruits and vegetables | ||||||||
Q2.26 | NS | 4.9 | 5.0 | 4.9 | 4.9 | NS | 4.9 | 5.0 |
Q2.34 | *** | 5.2 b | 5.5 a | 5.3 ab | 5.3 b | NS | 5.3 | 5.3 |
Q2.41 | NS | 4.7 | 4.8 | 4.7 | 4.6 | NS | 4.8 | 4.7 |
Fats and oils | ||||||||
Q2.11 | *** | 4.6 b | 4.9 a | 4.8 a | 4.8 a | NS | 4.7 | 4.9 |
Q2.32 | *** | 4.5 b | 4.8 a | 4.7 ab | 4.7 ab | NS | 4.7 | 4.7 |
Coffee, tea and cocoa | ||||||||
Q2.4 | *** | 4.8 a | 4.9 a | 4.5 b | 4.4 b | NS | 4.6 | 4.8 |
Q2.18 | *** | 4.6 b | 4.9 a | 4.7 b | 4.6 b | NS | 4.7 | 4.7 |
Soft drinks and water | ||||||||
Q2.21 | *** | 5.4 a | 5.4 a | 5.3 ab | 5.1 b | NS | 5.4 | 5.2 |
Alcoholic beverages | ||||||||
Q2.15 | NS | 4.7 | 4.9 | 4.7 | 4.9 | NS | 4.8 | 4.8 |
Meat products | ||||||||
Q2.2 | *** | 4.5 a | 4.5 a | 4.3 a | 4.1 b | NS | 4.4 | 4.4 |
Q2.6 | NS | 4.2 | 4.2 | 4.0 | 4.0 | NS | 4.0 | 4.2 |
Eggs | ||||||||
Q2.8 | *** | 5.1 ab | 5.3 a | 5.1 a | 4.9 b | NS | 5.0 | 5.1 |
Q2.23 | *** | 5.6 bc | 5.8 a | 5.7 ab | 5.5 c | NS | 5.6 | 5.7 |
Milk and dairy products | ||||||||
Q2.25 | *** | 4.3 a | 4.4 a | 4.1 b | 4.0 b | NS | 4.3 | 4.1 |
Q2.38 | *** | 4.8 ab | 5.0 a | 4.9 ab | 4.7 b | NS | 4.8 | 5.0 |
Q2.40 | NS | 4.4 | 4.6 | 4.5 | 4.4 | NS | 4.5 | 4.5 |
Question | ANOVA † | Income (US Dollars) | ANOVA † | Education | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
≤25.000 | 25.001–50.000 | 50.001–100.000 | >100.000 | ≤Primary School | High School | Associate’s Degree | Bachelor’s Degree | ≥Graduate Degree | |||
Bread and cereal products | |||||||||||
Q2.29 | NS | 5.0 | 5.0 | 5.0 | 5.2 | *** | 4.4 b‡ | 5.1 a | 4.9 a | 5.1 a | 5.0 a |
Q2.30 | NS | 5.0 | 4.8 | 4.8 | 4.9 | *** | 4.4 b | 4.9 a | 4.8 a | 4.9 a | 4.9 a |
Sugar and derivatives | |||||||||||
Q2.17 | NS | 5.0 | 4.8 | 4.9 | 4.9 | *** | 4.6 b | 4.7 ab | 4.8 ab | 5.1 a | 5.0 a |
Fruits and vegetables | |||||||||||
Q2.26 | *** | 4.9 b | 4.9 b | 4.9 b | 5.2 a | NS | 4.9 | 4.9 | 4.8 | 5.0 | 4.9 |
Q2.34 | NS | 5.4 | 5.3 | 5.2 | 5.4 | *** | 4.8 c | 5.2 b | 5.3 ab | 5.4 a | 5.4 a |
Q2.41 | NS | 4.7 | 4.7 | 4.7 | 4.8 | *** | 4.2 b | 4.6 ab | 4.6 ab | 4.8 a | 4.7 a |
Fats and oils | |||||||||||
Q2.11 | NS | 4.9 | 4.8 | 4.7 | 4.7 | NS | 4.6 | 4.8 | 4.9 | 4.7 | 4.9 |
Q2.32 | NS | 4.7 | 4.7 | 4.6 | 4.9 | *** | 4.3 b | 4.7 a | 4.7 a | 4.8 a | 4.7 a |
Coffee, tea and cocoa | |||||||||||
Q2.4 | NS | 4.7 | 4.6 | 4.6 | 4.8 | *** | 4.5 b | 4.5 b | 4.5 b | 4.8 a | 4.7 a |
Q2.18 | NS | 4.7 | 4.8 | 4.7 | 4.9 | *** | 4.4 b | 4.7 ab | 4.5 b | 4.8 a | 4.8 a |
Soft drinks and water | |||||||||||
Q2.21 | NS | 5.3 | 5.3 | 5.2 | 5.4 | *** | 4.9 b | 5.1 ab | 5.4 a | 5.4 a | 5.3 a |
Alcoholic beverages | |||||||||||
Q2.15 | *** | 5.0 a | 4.8 b | 4.6 b | 4.6 b | NS | 4.7 | 4.7 | 4.8 | 4.7 | 4.9 |
Meat products | |||||||||||
Q2.2 | NS | 4.4 | 4.4 | 4.4 | 4.5 | *** | 3.9 b | 4.2 ab | 4.5 a | 4.4 a | 4.4 a |
Q2.6 | *** | 4.2 b | 4.1 b | 3.9 b | 4.7 a | NS | 4.3 | 4.1 | 4.1 | 4.1 | 4.2 |
Eggs | |||||||||||
Q2.8 | NS | 5.1 | 5.1 | 5.1 | 5.3 | NS | 4.8 | 5.1 | 5.1 | 5.2 | 5.1 |
Q2.23 | NS | 5.7 | 5.6 | 5.6 | 5.7 | NS | 5.6 | 5.6 | 5.6 | 5.6 | 5.7 |
Milk and dairy products | |||||||||||
Q2.25 | NS | 4.2 | 4.2 | 4.2 | 4.3 | *** | 4.0 b | 4.2 ab | 4.0 b | 4.4 a | 4.1 ab |
Q2.38 | *** | 5.1 a | 4.8 b | 4.8 b | 4.7 b | *** | 5.1 a | 4.8 ab | 4.7 b | 4.9 ab | 5.0 a |
Q2.40 | *** | 4.4 b | 4.5 b | 4.5 b | 4.8 a | NS | 4.4 | 4.4 | 4.4 | 4.6 | 4.5 |
C1 | C2 | C3 | C4 | C5 | C6 | C7 | C8 | C9 | C10 | |
---|---|---|---|---|---|---|---|---|---|---|
Country | *† | * | *** | ** | ** | * | * | ** | ** | *** |
Age | * | NS | * | ** | *** | * | NS | * | ** | ** |
Gender | NS | NS | NS | NS | NS | NS | NS | NS | NS | NS |
Income | NS | NS | * | NS | NS | NS | * | * | NS | ** |
Education | ** | * | ** | * | ** | * | NS | * | NS | ** |
Question | Cluster 1 | Cluster 2 | Cluster 3 |
---|---|---|---|
Q2.2 | 5.02 | 4.06 | 1.56 |
Q2.4 | 5.41 | 4.29 | 1.57 |
Q2.6 | 4.64 | 3.87 | 1.53 |
Q2.8 | 6.00 | 4.67 | 1.59 |
Q2.11 | 5.46 | 4.47 | 1.85 |
Q2.15 | 5.33 | 4.58 | 1.77 |
Q2.17 | 5.83 | 4.45 | 1.47 |
Q2.18 | 5.64 | 4.22 | 1.59 |
Q2.21 | 5.71 | 5.17 | 2.05 |
Q2.23 | 6.39 | 5.31 | 1.59 |
Q2.25 | 4.67 | 4.00 | 1.75 |
Q2.26 | 5.54 | 4.66 | 1.80 |
Q2.29 | 5.83 | 4.62 | 1.64 |
Q2.3 | 5.69 | 4.46 | 1.72 |
Q2.32 | 5.45 | 4.33 | 1.75 |
Q2.34 | 6.05 | 4.97 | 2.12 |
Q2.38 | 5.76 | 4.39 | 1.74 |
Q2.4 | 5.35 | 4.01 | 1.42 |
Q2.41 | 5.37 | 4.40 | 1.83 |
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Sánchez-Bravo, P.; Chambers, E., V; Noguera-Artiaga, L.; López-Lluch, D.; Chambers, E., IV; Carbonell-Barrachina, Á.A.; Sendra, E. Consumers’ Attitude towards the Sustainability of Different Food Categories. Foods 2020, 9, 1608. https://doi.org/10.3390/foods9111608
Sánchez-Bravo P, Chambers E V, Noguera-Artiaga L, López-Lluch D, Chambers E IV, Carbonell-Barrachina ÁA, Sendra E. Consumers’ Attitude towards the Sustainability of Different Food Categories. Foods. 2020; 9(11):1608. https://doi.org/10.3390/foods9111608
Chicago/Turabian StyleSánchez-Bravo, Paola, Edgar Chambers, V, Luis Noguera-Artiaga, David López-Lluch, Edgar Chambers, IV, Ángel A. Carbonell-Barrachina, and Esther Sendra. 2020. "Consumers’ Attitude towards the Sustainability of Different Food Categories" Foods 9, no. 11: 1608. https://doi.org/10.3390/foods9111608
APA StyleSánchez-Bravo, P., Chambers, E., V, Noguera-Artiaga, L., López-Lluch, D., Chambers, E., IV, Carbonell-Barrachina, Á. A., & Sendra, E. (2020). Consumers’ Attitude towards the Sustainability of Different Food Categories. Foods, 9(11), 1608. https://doi.org/10.3390/foods9111608