Edible Insects: Perceptions of Marketing, Economic, and Social Aspects among Citizens of Different Countries
Abstract
:1. Introduction
2. Materials and Methods
2.1. Instrument and Data Collection
2.2. Data Analysis
3. Results
3.1. Sample Characterization
3.2. Analysis of the Scale Items with Factor Analysis
3.3. Cluster Analysis
3.4. Perceptions of the Participants
4. Discussion
5. Conclusions and Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
Variable | Items | Level of Agreement | ||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | ||
1 | Insect production can contribute to increase the income of families in low-income areas | |||||
2 | Insects provide protein foods at cheap prices | |||||
3 | The market for edible insects is expected to decline in the future | |||||
4 | Presently, the Asia–Pacific and Latin America areas account for more than half of the edible insects’ market | |||||
5 | In some countries insect farming is becoming a key factor to fight against rural poverty | |||||
6 | The income generated from insects can be affected by market fluctuations in price derived from availability | |||||
7 | Edible insects are difficult to find on sale in street markets | |||||
8 | Edible insects are easy to find on sale in supermarkets | |||||
9 | Edible insects are on sale only in specialized shops | |||||
10 | The level of knowledge influences the willingness to purchase insect food | |||||
11 | Price is among the motivations to consume insect foods | |||||
12 | The consumption of insects and derived foods depends on availability | |||||
13 | Personalities/influencers can lead people to consume insects | |||||
14 | Insect consumption is independent of marketing campaigns |
Appendix B
Variable 1 | Score 2 | Percentage of Responses | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Country 3 | |||||||||||||||
BR | HR | GR | LV | LB | LT | MX | PL | PT | RO | RS | SI | ES | TR | ||
V1 | 1 | 4.3 | 12.1 | 6.8 | 5.3 | 3.1 | 7.5 | 3.1 | 3.5 | 4.7 | 6.3 | 7.3 | 4.8 | 5.0 | 7.4 |
2 | 7.8 | 15.3 | 11.2 | 19.7 | 3.1 | 14.5 | 5.8 | 5.0 | 6.5 | 10.0 | 13.1 | 8.7 | 7.8 | 20.6 | |
3 | 37.0 | 32.7 | 37.3 | 44.0 | 19.3 | 29.0 | 17.9 | 31.3 | 39.1 | 33.9 | 41.0 | 40.4 | 36.9 | 32.8 | |
4 | 35.1 | 29.9 | 40.3 | 27.7 | 54.9 | 33.3 | 39.0 | 48.3 | 39.1 | 43.5 | 31.7 | 31.5 | 34.1 | 33.1 | |
5 | 15.8 | 10.1 | 4.6 | 3.3 | 19.6 | 15.7 | 34.2 | 11.9 | 10.6 | 6.3 | 7.0 | 14.5 | 16.2 | 6.1 | |
V2 | 1 | 2.8 | 12.0 | 4.6 | 4.7 | 2.8 | 8.2 | 3.4 | 2.5 | 4.6 | 5.9 | 3.8 | 3.9 | 6.4 | 7.8 |
2 | 8.1 | 18.7 | 11.0 | 13.3 | 2.8 | 19.4 | 11.5 | 6.7 | 8.0 | 10.4 | 9.3 | 9.9 | 10.8 | 10.1 | |
3 | 41.6 | 43.1 | 42.3 | 39.0 | 13.7 | 29.6 | 19.8 | 25.8 | 41.4 | 40.7 | 49.1 | 40.6 | 29.4 | 32.4 | |
4 | 32.0 | 20.8 | 35.4 | 40.0 | 47.6 | 28.4 | 34.2 | 50.2 | 35.1 | 37.4 | 28.5 | 28.0 | 32.9 | 41.6 | |
5 | 15.5 | 5.4 | 6.8 | 3.0 | 33.1 | 14.3 | 31.2 | 14.8 | 11.0 | 5.7 | 9.3 | 17.6 | 20.5 | 8.1 | |
V4 | 1 | 1.9 | 5.8 | 2.4 | 1.0 | 2.0 | 6.5 | 2.2 | 1.3 | 2.3 | 3.5 | 3.8 | 1.4 | 1.7 | 3.7 |
2 | 9.6 | 7.9 | 4.6 | 2.7 | 2.5 | 11.8 | 5.1 | 2.5 | 4.2 | 3.5 | 7.6 | 4.4 | 4.0 | 4.1 | |
3 | 54.0 | 42.2 | 38.8 | 51.0 | 29.1 | 38.4 | 39.9 | 43.3 | 49.9 | 47.8 | 44.2 | 49.9 | 26.3 | 47.6 | |
4 | 28.6 | 28.9 | 45.1 | 41.7 | 48.5 | 30.2 | 33.0 | 42.7 | 34.9 | 37.8 | 32.8 | 28.0 | 40.5 | 33.8 | |
5 | 5.9 | 15.2 | 9.1 | 3.7 | 17.9 | 13.1 | 19.8 | 10.2 | 8.7 | 7.5 | 11.6 | 16.2 | 27.5 | 10.8 | |
V5 | 1 | 1.9 | 6.3 | 3.9 | 1.3 | 2.2 | 5.5 | 3.2 | 1.9 | 4.4 | 3.3 | 5.2 | 1.5 | 3.1 | 4.1 |
2 | 6.5 | 11.4 | 5.0 | 5.7 | 3.1 | 15.3 | 5.3 | 2.7 | 5.5 | 6.9 | 9.6 | 6.4 | 6.3 | 3.7 | |
3 | 54.0 | 42.9 | 48.9 | 68.0 | 36.7 | 39.0 | 41.7 | 53.7 | 49.1 | 41.1 | 50.9 | 50.9 | 45.6 | 51.7 | |
4 | 29.2 | 33.1 | 37.9 | 23.7 | 39.8 | 28.0 | 33.5 | 35.0 | 33.0 | 40.2 | 27.9 | 28.6 | 31.5 | 34.5 | |
5 | 8.4 | 6.4 | 4.2 | 1.3 | 18.2 | 12.2 | 16.3 | 6.7 | 8.0 | 8.5 | 6.4 | 12.6 | 13.6 | 6.1 | |
V6 | 1 | 1.2 | 6.9 | 2.8 | 2.7 | 2.2 | 5.3 | 3.1 | 1.9 | 3.0 | 4.5 | 5.2 | 2.1 | 2.6 | 4.4 |
2 | 10.6 | 8.6 | 8.5 | 6.0 | 3.9 | 12.9 | 7.1 | 2.5 | 5.1 | 7.5 | 7.8 | 7.0 | 7.3 | 5.7 | |
3 | 57.5 | 54.5 | 47.5 | 60.0 | 37.3 | 29.2 | 34.9 | 57.5 | 57.1 | 48.4 | 55.2 | 53.4 | 43.5 | 58.8 | |
4 | 23.6 | 23.9 | 35.5 | 31.0 | 37.8 | 32.2 | 36.9 | 33.1 | 28.5 | 35.4 | 24.4 | 26.3 | 32.5 | 26.4 | |
5 | 7.1 | 6.1 | 5.7 | 0.3 | 18.8 | 20.4 | 18.0 | 5.0 | 6.3 | 4.3 | 7.3 | 11.2 | 14.1 | 4.7 | |
V9 | 1 | 3.4 | 4.7 | 3.5 | 1.0 | 2.5 | 2.5 | 10.2 | 4.0 | 3.4 | 3.5 | 6.1 | 3.3 | 3.1 | 5.4 |
2 | 6.5 | 5.1 | 11.2 | 3.7 | 2.5 | 3.3 | 19.1 | 5.8 | 7.2 | 5.5 | 12.2 | 7.7 | 9.7 | 8.4 | |
3 | 35.7 | 23.0 | 23.9 | 43.7 | 23.8 | 25.3 | 18.2 | 29.0 | 43.3 | 33.5 | 34.6 | 37.3 | 24.0 | 39.2 | |
4 | 36.0 | 38.0 | 50.5 | 42.7 | 54.9 | 34.5 | 36.1 | 49.2 | 36.8 | 41.5 | 30.8 | 32.7 | 38.4 | 33.4 | |
5 | 18.3 | 29.2 | 11.0 | 9.0 | 16.2 | 34.3 | 16.4 | 11.9 | 9.3 | 16.1 | 16.3 | 19.0 | 24.7 | 13.5 | |
V11 | 1 | 10.6 | 14.7 | 12.3 | 10.0 | 4.2 | 16.1 | 7.0 | 5.4 | 6.6 | 9.6 | 9.9 | 13.0 | 15.8 | 10.8 |
2 | 12.4 | 16.5 | 27.2 | 31.7 | 3.6 | 28.2 | 14.6 | 15.4 | 14.0 | 16.7 | 19.5 | 16.8 | 16.2 | 18.2 | |
3 | 44.1 | 34.8 | 25.8 | 31.3 | 31.1 | 29.8 | 23.6 | 37.3 | 52.9 | 38.2 | 37.8 | 33.1 | 39.8 | 26.4 | |
4 | 25.8 | 24.2 | 28.1 | 25.0 | 41.7 | 16.7 | 34.9 | 34.0 | 20.9 | 28.5 | 25.6 | 25.9 | 19.3 | 34.1 | |
5 | 7.1 | 9.8 | 6.6 | 2.0 | 19.3 | 9.2 | 19.9 | 7.9 | 5.5 | 7.1 | 7.3 | 11.2 | 8.9 | 10.5 | |
V12 | 1 | 7.5 | 8.7 | 9.0 | 5.7 | 2.8 | 5.7 | 3.2 | 4.2 | 6.8 | 5.9 | 7.0 | 7.9 | 6.3 | 8.8 |
2 | 12.7 | 13.8 | 25.6 | 20.0 | 7.0 | 12.0 | 9.7 | 15.6 | 13.7 | 12.0 | 14.0 | 15.3 | 16.9 | 16.2 | |
3 | 35.4 | 31.3 | 32.9 | 22.7 | 27.2 | 19.0 | 18.0 | 20.2 | 40.4 | 29.9 | 35.8 | 36.4 | 30.4 | 32.1 | |
4 | 33.2 | 34.5 | 28.8 | 46.3 | 46.2 | 39.2 | 42.3 | 52.1 | 32.8 | 41.7 | 32.6 | 29.2 | 30.8 | 34.5 | |
5 | 11.2 | 11.5 | 3.8 | 5.3 | 16.8 | 24.1 | 26.8 | 7.9 | 6.3 | 10.6 | 10.8 | 11.2 | 15.7 | 8.4 |
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Factor | %VE 1 | Item | Loading | Alpha 2 |
---|---|---|---|---|
F1 | 22.6% | V1. Insect production can contribute to increase the income of families in low-income areas | 0.692 | 0.785 |
V2. Insects provide protein foods at cheap prices | 0.694 | |||
V4. Presently, the Asia–Pacific and Latin America areas account for more than half of the edible insects’ market | 0.692 | |||
V5. In some countries insect farming is becoming a key factor to fight against rural poverty | 0.774 | |||
V6. The income generated from insects can be affected by market fluctuations in price derived from availability | 0.677 | |||
F2 | 17.0% | V10. The level of knowledge influences the willingness to purchase insect food | 0.557 | 0.702 |
V11. Price is among the motivations to consume insect foods | 0.789 | |||
V12. The consumption of insects and derived foods depends on availability | 0.777 | |||
V13. Personalities/influencers can lead people to consume insects | 0.547 | |||
F3 | 12.3% | V7. Edible insects are difficult to find on sale in street markets | 0.820 | 0.560 |
V8. Edible insects are on sale only in specialized shops | 0.777 | |||
F4 | 9.5% | V3. The market for edible insects is expected to decline in the future | 0.920 | N.A. 3 |
Variables | Groups | Cluster C1 (%) | Cluster C2 (%) | Cluster C3 (%) | Total (%) |
---|---|---|---|---|---|
Sex (p 1 < 0.001; V 2 = 0.038) | Female | 42.6 | 36.2 | 21.2 | 100.0 |
Male | 37.4 | 38.9 | 23.8 | 100.0 | |
No answer | 31.3 | 45.8 | 22.9 | 100.0 | |
Age group (p 1 < 0.001; V 2 = 0.058) | Young adults (18–30 y) | 36.5 | 40.8 | 22.6 | 100.0 |
Adults (31–50 y) | 44.1 | 34.5 | 21.4 | 100.0 | |
Senior adults (51 y or over) | 44.2 | 33.2 | 22.5 | 100.0 | |
Education level (p 1 < 0.001; V 2 = 0.078) | Post graduate (MSc ot PhD) | 48.5 | 32.3 | 19.2 | 100.0 |
University degree | 36.6 | 40.3 | 23.0 | 100.0 | |
No University degree | 37.2 | 38.8 | 24.0 | 100.0 |
Variables | Groups | Cluster C1 (%) | Cluster C2 (%) | Cluster C3 (%) | Total (%) |
---|---|---|---|---|---|
Country (p 1 < 0.001; V 2 = 0.320) | Brazil | 37.9 | 49.7 | 12.4 | 100.0 |
Croatia | 24.2 | 42.8 | 33.0 | 100.0 | |
Greece | 59.9 | 4.4 | 35.7 | 100.0 | |
Latvia | 66.0 | 15.3 | 18.7 | 100.0 | |
Lebanon | 22.4 | 73.7 | 3.9 | 100.0 | |
Lithuania | 45.3 | 41.0 | 13.7 | 100.0 | |
Mexico | 26.6 | 41.6 | 31.8 | 100.0 | |
Poland | 62.7 | 13.8 | 23.5 | 100.0 | |
Portugal | 58.3 | 38.5 | 3.2 | 100.0 | |
Romania | 47.4 | 45.3 | 7.3 | 100.0 | |
Serbia | 11.9 | 60.2 | 27.9 | 100.0 | |
Slovenia | 27.3 | 42.9 | 29.8 | 100.0 | |
Spain | 51.5 | 20.0 | 28.5 | 100.0 | |
Turkey | 36.5 | 58.8 | 4.7 | 100.0 | |
Living environment (p 1 = 0.012; V 2 = 0.030) | Rural | 40.3 | 40.4 | 19.3 | 100.0 |
Urban | 41.1 | 36.3 | 22.5 | 100.0 | |
Suburban | 38.7 | 37.4 | 23.9 | 100.0 |
Variables | Groups | Cluster C1 (%) | Cluster C2 (%) | Cluster C3 (%) | Total (%) |
---|---|---|---|---|---|
Income (p 1 < 0.001; V 2 = 0.048) | Much lower than average | 37.0 | 35.8 | 27.1 | 100.0 |
Lower than average | 38.2 | 37.0 | 24.8 | 100.0 | |
Equal to average | 39.8 | 37.7 | 22.5 | 100.0 | |
Higher than average | 42.8 | 35.8 | 21.5 | 100.0 | |
Much higher than average | 42.9 | 41.9 | 15.2 | 100.0 |
Variable | Items | % of Answers | ||||
---|---|---|---|---|---|---|
Level of Agreement 1 | ||||||
1 | 2 | 3 | 4 | 5 | ||
V1 | Insect production can contribute to increase the income of families in low-income areas | 5.7 | 9.9 | 32.3 | 37.4 | 14.7 |
V2 | Insects provide protein foods at cheap prices | 5.3 | 11.2 | 33.7 | 34.3 | 15.4 |
V3 | The market for edible insects is expected to decline in the future | 17.5 | 33.4 | 37.2 | 8.6 | 3.3 |
V4 | Presently, the Asia–Pacific and Latin America areas account for more than half of the edible insects’ market | 2.9 | 5.3 | 42.1 | 35.8 | 13.8 |
V5 | In some countries insect farming is becoming a key factor to fight against rural poverty | 3.5 | 6.7 | 46.8 | 33.0 | 9.9 |
V6 | The income generated from insects can be affected by market fluctuations in price derived from availability | 3.5 | 7.3 | 47.8 | 31.3 | 10.2 |
V7 | Edible insects are difficult to find on sale in street markets | 5.9 | 10.9 | 21.2 | 35.2 | 26.9 |
V8 | Edible insects are easy to find on sale in supermarkets | 34.5 | 32.6 | 20.5 | 8.0 | 4.4 |
V9 | Edible insects are on sale only in specialized shops | 4.6 | 8.9 | 28.9 | 39.6 | 18.0 |
V10 | Level of knowledge influences the willingness to purchase insect food | 4.8 | 7.6 | 21.7 | 41.0 | 24.9 |
V11 | Price is among the motivations to consume insect foods | 10.4 | 17.7 | 33.8 | 27.6 | 10.4 |
V12 | The consumption of insects and derived foods depends on availability | 6.2 | 14.4 | 28.4 | 37.4 | 13.6 |
V13 | Personalities/influencers can lead people to consume insects | 5.5 | 7.7 | 20.5 | 40.9 | 25.4 |
V14 | Insect consumption is independent of marketing campaigns | 18.9 | 31.5 | 27.9 | 15.1 | 6.6 |
Variables | Groups | Perceptions Mean ± s.d. 1 | Significance 2 |
---|---|---|---|
Country | Brazil | 3.24 ± 0.44 bcd | p < 0.001 |
Croatia | 3.16 ± 0.50 abc | ||
Greece | 3.18 ± 0.49 abc | ||
Latvia | 3.12 ± 0.31 a | ||
Lebanon | 3.47 ± 0.49 f | ||
Lithuania | 3.26 ± 0.33 cd | ||
Mexico | 3.42 ± 0.5 ef | ||
Poland | 3.31 ± 0.39 de | ||
Portugal | 3.18 ± 0.49 abc | ||
Romania | 3.23 ± 0.51 bcd | ||
Serbia | 3.13 ± 0.57 ab | ||
Slovenia | 3.22 ± 0.48 abcd | ||
Spain | 3.25 ± 0.43 cd | ||
Turkey | 3.14 ± 0.55 ab | ||
Sex | Female | 3.24 ± 0.48 a | p = 0.014 |
Male | 3.28 ± 0.50 ab | ||
No answer | 3.31 ± 0.57 b | ||
Age class | Young adults (18–30 y) | 3.26 ± 0.50 a | p = 0.053 |
Adults (31–50 y) | 3.26 ± 0.47 a | ||
Senior adults (51+ y) | 3.22 ± 0.47 a | ||
Education | Post-graduate (MSc or PhD) | 3.25 ± 0.44 ab | p < 0.001 |
Completed university degree | 3.28 ± 0.49 b | ||
No university degree | 3.23 ± 0.52 a | ||
Living environment | Rural | 3.22 ± 0.51 a | p = 0.007 |
Urban | 3.26 ± 0.49 ab | ||
Suburban | 3.28 ± 0.46 b | ||
Household income in relation to average | Much lower | 3.25 ± 0.58 ab | p = 0.009 |
Lower | 3.28 ± 0.49 b | ||
Equal | 3.23 ± 0.49 a | ||
Higher | 3.27 ± 0.45 b | ||
Much higher | 3.26 ± 0.51 ab | ||
Global sample | 3.25 ± 0.49 |
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Guiné, R.P.F.; Florença, S.G.; Costa, C.A.; Correia, P.M.R.; Cruz-Lopes, L.; Esteves, B.; Ferreira, M.; Fragata, A.; Cardoso, A.P.; Campos, S.; et al. Edible Insects: Perceptions of Marketing, Economic, and Social Aspects among Citizens of Different Countries. Foods 2023, 12, 4229. https://doi.org/10.3390/foods12234229
Guiné RPF, Florença SG, Costa CA, Correia PMR, Cruz-Lopes L, Esteves B, Ferreira M, Fragata A, Cardoso AP, Campos S, et al. Edible Insects: Perceptions of Marketing, Economic, and Social Aspects among Citizens of Different Countries. Foods. 2023; 12(23):4229. https://doi.org/10.3390/foods12234229
Chicago/Turabian StyleGuiné, Raquel P. F., Sofia G. Florença, Cristina A. Costa, Paula M. R. Correia, Luísa Cruz-Lopes, Bruno Esteves, Manuela Ferreira, Anabela Fragata, Ana P. Cardoso, Sofia Campos, and et al. 2023. "Edible Insects: Perceptions of Marketing, Economic, and Social Aspects among Citizens of Different Countries" Foods 12, no. 23: 4229. https://doi.org/10.3390/foods12234229
APA StyleGuiné, R. P. F., Florença, S. G., Costa, C. A., Correia, P. M. R., Cruz-Lopes, L., Esteves, B., Ferreira, M., Fragata, A., Cardoso, A. P., Campos, S., Anjos, O., Bartkiene, E., Djekic, I., Matran, I. M., Čulin, J., Klava, D., Chuck-Hernández, C., Korzeniowska, M., Boustani, N. M., ... Ferreira, V. (2023). Edible Insects: Perceptions of Marketing, Economic, and Social Aspects among Citizens of Different Countries. Foods, 12(23), 4229. https://doi.org/10.3390/foods12234229