Consumers’ Perceptions about Edible Insects’ Nutritional Value and Health Effects: Study Involving 14 Countries
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Instrument and Data Collection
2.2. Sample Characterisation
2.3. Statistical Analysis
3. Results
3.1. Level of Agreement of the Participants with the Questions
3.2. Factor Analysis
- The correlation matrix must identify possible correlations between the variables;
- The value of the Kaiser–Meyer–Olkin (KMO) measure of adequacy must be as close as possible to one;
- The Bartlett’s test must be significant (p < 0.05).
3.3. Sociodemographic Variations
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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N° | Item Description |
---|---|
1 | Insects have poor nutritional value |
2 | Insects are a good source of energy |
3 | Insects have high protein content |
4 | Insect proteins are of poorer quality compared with other animal species |
5 | Insects provide essential amino acids necessary for humans |
6 | Insects contain group B vitamins |
7 | Insects contain dietary fibre |
8 | Insects contain minerals of nutritional interest, such as calcium, iron and magnesium |
9 | Insects contain fat, including unsaturated fatty acids |
10 | Insects contain anti-nutrients, such as oxalates and phytic acid |
11 | There are appropriate regulations to guarantee food safety of edible insects |
12 | Insects are used by some people in traditional medicine |
13 | Eating insects poses a substantial risk to human health |
14 | Industrial-processed insect products are hygienic and safe |
15 | Insects and insect-based foods are often infected by pathogens and parasites |
16 | Insects collected from the wild may be contaminated with pesticide residues |
17 | In certain countries, insects are approved officially for therapeutic treatment |
18 | Insects contain bioactive compounds beneficial to human health |
19 | Insects are potential sources of allergens |
20 | Aflatoxins, which are carcinogens, can be present in insects |
N° | Item Description | % of Responses in Each Score 1 | ||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | ||
1 | Insects have poor nutritional value | 26.8 | 32.6 | 30.2 | 7.1 | 3.3 |
2 | Insects are a good source of energy | 4.5 | 9.2 | 33.0 | 35.1 | 18.2 |
3 | Insects have high protein content | 2.9 | 4.0 | 25.4 | 39.8 | 27.9 |
4 | Insect proteins are of poorer quality compared with other animal species | 17.0 | 24.5 | 43.8 | 10.7 | 4.0 |
5 | Insects provide essential amino acids necessary for humans | 3.4 | 6.1 | 52.3 | 25.7 | 12.5 |
6 | Insects contain group B vitamins | 3.3 | 6.3 | 64.1 | 18.3 | 8.0 |
7 | Insects contain dietary fibre | 5.3 | 80.0 | 51.9 | 23.7 | 11.1 |
8 | Insects contain minerals of nutritional interest, such as calcium, iron and magnesium | 3.3 | 5.4 | 51.9 | 28.3 | 11.1 |
9 | Insects contain fat, including unsaturated fatty acids | 5.3 | 12.0 | 56.8 | 18.0 | 7.9 |
10 | Insects contain anti-nutrients, such as oxalates and phytic acid | 6.3 | 10.1 | 66.0 | 13.1 | 4.5 |
11 | There are appropriate regulations to guarantee food safety of edible insects | 7.7 | 14.0 | 44.4 | 24.2 | 9.7 |
12 | Insects are used by some people in traditional medicine | 3.1 | 5.4 | 31.5 | 42.2 | 17.8 |
13 | Eating insects poses a substantial risk to human health | 15.7 | 30.4 | 36.3 | 12.9 | 4.7 |
14 | Industrial-processed insect products are hygienic and safe | 4.5 | 9.0 | 40.9 | 32.3 | 13.3 |
15 | Insects and insect-based foods are often infected by pathogens and parasites | 11.5 | 21.0 | 48.5 | 13.7 | 5.3 |
16 | Insects collected from the wild may be contaminated with pesticide residues | 3.1 | 7.2 | 33.6 | 39.4 | 16.7 |
17 | In certain countries, insects are approved officially for therapeutic treatment | 2.5 | 5.5 | 54.1 | 28.4 | 9.5 |
18 | Insects contain bioactive compounds beneficial to human health | 3.2 | 5.7 | 53.2 | 27.7 | 10.2 |
19 | Insects are potential sources of allergens | 4.5 | 10.3 | 54.3 | 22.6 | 8.3 |
20 | Aflatoxins, which are carcinogens, can be present in insects | 5.7 | 12.3 | 63.4 | 13.9 | 4.7 |
Question | %VE 1 | Question | %VE 1 | Question | %VE 1 | Question | %VE 1 |
---|---|---|---|---|---|---|---|
Q1 | 54.2 | Q6 | 60.5 | Q11 | 56.1 | Q16 | 55.1 |
Q2 | 52.4 | Q7 | 54.0 | Q12 | 52.1 | Q17 | 54.5 |
Q3 | 63.5 | Q8 | 68.1 | Q13 | 53.8 | Q18 | 55.5 |
Q4 | 55.8 | Q9 | 55.7 | Q14 | 47.8 | Q19 | 53.1 |
Q5 | 62.6 | Q10 | 43.8 | Q15 | 55.3 | Q20 | 50.8 |
Factor | %VE 1 | Questions | Loadings | Factor Name | Cronbach’s Alpha (α) |
---|---|---|---|---|---|
F1 | 19.3 | Q2. Insects are a good source of energy | 0.551 | Nutritive value (NV) | 0.851 |
Q3. Insects have high protein content | 0.518 | 0.862 2 | |||
Q5. Insects provide essential amino acids necessary for humans | 0.683 | ||||
Q6. Insects contain group B vitamins | 0.737 | ||||
Q7. Insects contain dietary fibre | 0.718 | ||||
Q8. Insects contain minerals of nutritional interest (Ca, Fe, Mg) | 0.763 | ||||
Q9. Insects contain fat, including unsaturated fatty acids | 0.722 | ||||
[Q10. Insects contain anti-nutrients (oxalates and phytic acid)] | [0.526] | ||||
F2 | 13.6 | Q1. Insects have poor nutritional value | 0.718 | Negative perception and risks (NPRs) | 0.688 |
Q4. Insect proteins are of poorer quality than other animals | 0.729 | ||||
Q13. Eating insects poses a substantial risk to human health | 0.600 | ||||
F3 | 12.2 | Q11. There are regulations to guarantee food safety of insects | 0.696 | Safety and benefits of insects (SBIs) | 0.724 |
Q12. Insects are used by some people in traditional medicine | 0.673 | ||||
Q14. Industrial-processed insect products are hygienic and safe | 0.557 | ||||
Q17. In certain countries, insects are approved for therapeutics | 0.687 | ||||
Q18. Insects contain beneficial bioactive compounds | 0.552 | ||||
F4 | 10.1 | Q15. Insects/insect -foods can be infected by pathogens/parasites | 0.538 | Contamination and harmful components (CHCs) | 0.626 |
Q16. Insects from the wild may be contaminated with pesticides | 0.679 | ||||
Q19. Insects are potential sources of allergens | 0.684 | ||||
Q20. Aflatoxins, which are carcinogens, can be present in insects | 0.674 |
Variables | Groups | Mean ± SD Factor F1 (NV) 1 | Mean ± SD Factor F2 (NPRs) 1 | Mean ± SD Factor F3 (SBIs) 1 | Mean ± SD Factor F4 (CHCs) 1 |
---|---|---|---|---|---|
Country | Brazil | 3.31 ± 0.63 bcd | 2.57 ± 0.77 de | 3.34 ± 0.63 bcd | 3.20 ± 0.57 bcde |
Croatia | 3.09 ± 0.77 ab | 2.84 ± 0.79 hi | 3.31 ± 0.73 abc | 3.31 ± 0.66 e | |
Greece | 3.21 ± 0.63 a | 2.68 ± 0.70 efgh | 3.30 ± 0.62 ab | 3.28 ± 0.63 e | |
Latvia | 3.30 ± 0.45 bc | 2.63 ± 0.63 efg | 3.35 ± 0.46 bcd | 3.25 ± 0.43 de | |
Lebanon | 3.76 ± 0.57 f | 2.80 ± 0.76 ghi | 3.85 ± 0.66 f | 3.56 ± 0.61 f | |
Lithuania | 3.45 ± 0.62 de | 2.61 ± 0.69 ef | 3.31 ± 0.46 abc | 3.13 ± 0.60 bcd | |
Mexico | 3.70 ± 0.72 f | 2.04 ± 0.87 a | 3.45 ± 0.63 de | 2.96 ± 0.66 a | |
Poland | 3.51 ± 0.55 e | 2.28 ± 0.69 bc | 3.49 ± 0.51 e | 3.18 ± 0.52 bcde | |
Portugal | 3.30 ± 0.65 bc | 2.54 ± 0.69 de | 3.29 ± 0.64 ab | 3.11 ± 0.56 bcd | |
Romania | 3.26 ± 0.60 bc | 2.61 ± 0.70 ef | 3.33 ± 0.63 abcd | 3.11 ± 0.63 bc | |
Serbia | 3.21 ± 0.67 ab | 2.76 ± 0.70 fghi | 3.23 ± 0.73 ab | 3.07 ± 0.70 ab | |
Slovenia | 3.39 ± 0.64 cde | 2.43 ± 0.80 cd | 3.44 ± 0.67 cde | 3.08 ± 0.59 ab | |
Spain | 3.47 ± 0.69 e | 2.12 ± 0.78 ab | 3.47 ± 0.66 de | 2.96 ± 0.62 a | |
Turkey | 3.21 ± 0.66 ab | 2.85 ± 0.66 i | 3.20 ± 0.59 a | 3.24 ± 0.63 cde | |
p-value 2 | <0.001 | <0.001 | <0.001 | <0.001 | |
Age group | 18–30 y | 3.42 ± 0.69 b | 2.52 ± 0.81 b | 3.40 ± 0.65 b | 3.16 ± 0.64 b |
31–50 y | 3.40 ± 0.68 b | 2.44 ± 0.79 a | 3.40 ± 0.63 b | 3.11 ± 0.61 a | |
51+ y | 3.30 ± 0.67 a | 2.56 ± 0.77 b | 3.34 ± 0.64 a | 3.19 ± 0.63 b | |
p-value 2 | <0.001 | <0.001 | 0.018 | <0.001 | |
Sex | Female | 3.36 ± 0.66 a | 2.53 ± 0.76 a | 3.38 ± 0.63 a | 3.15 ± 0.62 a |
Male | 3.46 ± 0.72 b | 2.44 ± 0.86 ab | 3.40 ± 0.66 a | 3.14 ± 0.65 a | |
No answer | 3.38 ± 0.78 a | 2.25 ± 0.78 b | 3.58 ± 0.77 b | 3.04 ± 0.61 a | |
p-value 2 | <0.001 | <0.001 | 0.042 | 0.328 | |
Living environment | Rural | 3.33 ± 0.68 a | 2.57 ± 0.80 b | 3.38 ± 0.69 a | 3.17 ± 0.66 a |
Urban | 3.40 ± 0.69 b | 2.46 ± 0.80 a | 3.39 ± 0.63 a | 3.14 ± 0.62 a | |
Suburban | 3.44 ± 0.67 b | 2.53 ± 0.81 b | 3.39 ± 0.64 a | 3.17 ± 0.64 a | |
p-value 2 | <0.001 | <0.001 | 0.757 | 0.071 | |
Education level | Post-graduate | 3.44 ± 0.63 b | 2.44 ± 0.77 a | 3.41 ± 0.59 b | 3.16 ± 0.57 a |
University degree | 3.43 ± 0.70 b | 2.47 ± 0.80 a | 3.43 ± 0.66 b | 3.14 ± 0.66 a | |
No university degree | 3.32 ± 0.71 a | 2.56 ± 0.82 b | 3.32 ± 0.66 a | 3.14 ± 0.66 a | |
p-value 2 | <0.001 | <0.001 | <0.001 | 0.489 |
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Guiné, R.P.F.; Florença, S.G.; Costa, C.A.; Correia, P.M.R.; Boustani, N.M.; Matran, I.; Jakšić, K.; Chuck-Hernández, C.; Bartkiene, E.; Djekic, I.; et al. Consumers’ Perceptions about Edible Insects’ Nutritional Value and Health Effects: Study Involving 14 Countries. Animals 2024, 14, 1631. https://doi.org/10.3390/ani14111631
Guiné RPF, Florença SG, Costa CA, Correia PMR, Boustani NM, Matran I, Jakšić K, Chuck-Hernández C, Bartkiene E, Djekic I, et al. Consumers’ Perceptions about Edible Insects’ Nutritional Value and Health Effects: Study Involving 14 Countries. Animals. 2024; 14(11):1631. https://doi.org/10.3390/ani14111631
Chicago/Turabian StyleGuiné, Raquel P. F., Sofia G. Florença, Cristina A. Costa, Paula M. R. Correia, Nada M. Boustani, Irina Matran, Krešimir Jakšić, Cristina Chuck-Hernández, Elena Bartkiene, Ilija Djekic, and et al. 2024. "Consumers’ Perceptions about Edible Insects’ Nutritional Value and Health Effects: Study Involving 14 Countries" Animals 14, no. 11: 1631. https://doi.org/10.3390/ani14111631
APA StyleGuiné, R. P. F., Florença, S. G., Costa, C. A., Correia, P. M. R., Boustani, N. M., Matran, I., Jakšić, K., Chuck-Hernández, C., Bartkiene, E., Djekic, I., Papageorgiou, M., Arias, L. G., Korzeniowska, M., Černelič-Bizjak, M., Klava, D., Ferreira, V., Damarli, E., & Ferreira, M. (2024). Consumers’ Perceptions about Edible Insects’ Nutritional Value and Health Effects: Study Involving 14 Countries. Animals, 14(11), 1631. https://doi.org/10.3390/ani14111631