Is Generation Z Ready to Engage in Entomophagy? A Segmentation Analysis Study
Abstract
:1. Introduction
- RQ1: Is the Generation Z cohort familiar with what entomophagy is?
- RQ2: Has the Generation Z cohort any previous experience with edible insect consumption?
- RQ3: Are the members of the Z cohort willing to try certain edible insects or insect-based foods and drinks?
- RQ4: Are the members of this cohort willing to replace animal protein in their diet with insect protein?
- RQ5: Is the Generation Z cohort interested in learning more about entomophagy and in participating in sensory testing of insect-based foods?
- RQ6: Can the Z generation cohort be grouped based on their behavior and attitudes towards consuming insects and insect-based foods?
2. Materials and Methods
3. Results
3.1. Sample Profile
3.2. Awareness and Behavior towards Entomophagy
3.3. Segmentation of the Greek Z Generation Cohort
3.4. Cluster Analysis
4. Discussion
4.1. Theoretical Implications
4.2. Marketing Implications
5. Conclusions, Limitations, and Directions for Future Research
Author Contributions
Funding
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
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Questions/Issues of the Research | Items in the Question | Adopted from | Scale Used |
---|---|---|---|
Awareness of entomophagy | 3 | Verbeke [44] | Multiple choice (one choice) |
Previous consumption experience | 1 | Sogari et al. [41] | Yes-no dichotomous answer |
Willingness to consume specific edible insects or insect-based food/drinks | 22 | Ribeiro et al. [102]; Woolf et al. [103]; Hartmann et al. [45] | Yes-no dichotomous answer |
Willingness to substitute animal protein with insect protein | 1 | Verbeke [44] (modified) | Yes-no dichotomous answer |
Interest to learn more about entomophagy | 1 | Authors | Yes-no dichotomous answer |
Interest in participating in sensory tests | 1 | Authors | Yes-no dichotomous answer |
If interested, insert contact information | 1 | Authors | Open-ended question |
Food Neophobia | 10 | Pliner et al. [104] | 7-point Likert Scale |
Barriers to entomophagy (extrinsic and perceived intrinsic cues: appearance, taste, texture) | 3 | Cicatiello et al. [42] | 7-point Likert Scale * |
Disgust towards insect consumption | 10 | La Barbera et al. [105] & Ribiero et al. [102] | 7-point Likert Scale |
Intention (direct) | 3 | La Barbera et al. [105] | 7-point Likert Scale |
Perceived risk for human health | 1 | La Barbera et al. [105] | 7-point Likert-type Scale |
Attitude | 12 | Qualitative research | 7-point Likert Scale |
Sample Characteristics | Frequencies | Percentages (%) |
---|---|---|
Gender | ||
Male | 418 | 56.3 |
Female | 324 | 43.7 |
Generation Z Cohort | ||
18–20 | 323 | 43.6 |
21–23 | 217 | 29.2 |
24–27 | 202 | 27.2 |
Marital status | ||
Single | 711 | 95.8 |
Married/Divorced/Widowed | 31 | 4.2 |
Education | ||
Secondary | 474 | 63.9 |
Postsecondary | 99 | 13.3 |
Graduate | 121 | 16.3 |
Postgraduate | 48 | 6.5 |
Profession | ||
Employee (public, private) | 135 | 18.2 |
Businessman | 42 | 5.7 |
Worker | 25 | 3.4 |
University student | 454 | 61.1 |
Dependent (housekeeper, unemployed) | 86 | 11.6 |
Area of residence | ||
City | 535 | 72.1 |
Town | 100 | 13.5 |
Village | 107 | 14.4 |
Net Monthly Family Income (in euros) | ||
≤600.00 | 326 | 43.9 |
600.01–1000.00 | 193 | 26.0 |
1000.01–2000.00 | 122 | 16.4 |
≥2000.01 | 101 | 13.7 |
Willingness to Try Insect and Insect-Based Food/Drink | Yes | No | Total | ||
---|---|---|---|---|---|
N | % | N | % | ||
Bakery products containing insect flour | 152 | 20.5 | 590 | 79.5 | 742 (100%) |
Rice/pasta enriched with insect flour | 145 | 19.5 | 597 | 80.5 | |
Fried/grilled/toasted whole insect | 144 | 19.4 | 598 | 80.6 | |
Cookies based on cricket flour | 142 | 19.1 | 600 | 80.9 | |
Protein bars containing insect protein isolate | 140 | 18.9 | 602 | 81.1 | |
Chocolate chip cookies based on cricket flour | 133 | 17.9 | 609 | 82.1 | |
Ground insects in sauces/chutneys | 127 | 17.1 | 615 | 82.9 | |
Ground insects in burgers/meatballs/nuggets | 126 | 17.0 | 616 | 83.0 | |
A drink containing silkworm protein | 122 | 16.4 | 620 | 83.6 | |
Sugar/chocolate covered insect | 109 | 14.7 | 633 | 85.3 | |
Deep-fried crickets | 104 | 14.0 | 638 | 86.0 | |
Ants | 104 | 14.0 | 638 | 86.0 | |
Grasshoppers | 103 | 13.9 | 639 | 86.1 | |
Cicadas | 89 | 12.0 | 653 | 88.0 | |
Deep-fried silkworms | 86 | 11.6 | 656 | 88.4 | |
Spiders and scorpions | 85 | 11.5 | 657 | 88.5 | |
Mealworm | 79 | 10.6 | 663 | 89.4 | |
Worms | 78 | 10.5 | 664 | 89.5 | |
Crickets | 75 | 10.1 | 667 | 89.9 | |
Caterpillars | 72 | 9.7 | 670 | 90.3 | |
Cockroaches | 69 | 9.3 | 673 | 90.7 | |
Scarab | 63 | 8.5 | 679 | 91.5 |
Question/Construct | Total Variance Explained (%) | No. of Constructs after FA (Items per Construct) | Reliability of Scale Total (& Construct) |
---|---|---|---|
Food Neophobia (KMO = 0.948; BTS = 7,557,641; df = 66; p = 0.000) | 65.5 | 1 (10) | 0.952 |
Barriers to entomophagy (extrinsic and perceived intrinsic cues: appearance, taste, texture) (KMO = 0.682; BTS = 1,304,743; df = 3; p = 0.000) | 79.3 | 1 (3) | 0.753 |
Disgust towards insect consumption (KMO = 0.950; BTS = 9,653,682; df = 45; p = 0.000) | 79.7 | 1 (10) | 0.971 |
Intention (direct) to consume/try (KMO = 0.770; BTS = 2,050,811; df = 3; p = 0.000) | 89.8 | 1 (3) | 0.943 |
Attitudes towards insect consumption (KMO = 0.861; BTS = 5,422,242; df = 55; p = 0.000) | 76.0 (31.6; 26.2; 18.2) | 3 (5, 4 & 2; one was dropped) | 0.900 (0.899; 0.858 & 0.945) |
Segmentation Variables | Final Cluster Centers | ANOVA | ||||
---|---|---|---|---|---|---|
Clusters | ||||||
1st N = 216 (29.1%) | 2nd N = 198 (26.7%) | 3rd N = 165 (22.2%) | 4th N = 163 (22.0%) | F | Sig. | |
Food neophobia | 3.62 | 3.50 | 4.52 | 2.65 | 49.520 | 0.000 |
Disgust | 4.21 | 6.19 | 6.61 | 2.84 | 457.154 | 0.000 |
Barriers to entomophagy (extrinsic and perceived intrinsic cues) | 4.46 | 6.32 | 6.43 | 2.58 | 464.883 | 0.000 |
Perceived health risk | 3.97 | 4.71 | 5.02 | 3.69 | 31.959 | 0.000 |
Conspiracy theories | 4.26 | 3.47 | 5.00 | 2.39 | 128.721 | 0.000 |
Consumption without knowing | 4.25 | 2.89 | 3.82 | 2.34 | 82.187 | 0.000 |
Starvation than entomophagy | 3.57 | 3.17 | 6.52 | 2.10 | 350.147 | 0.000 |
Intention to consume | 3.80 | 1.31 | 1.37 | 2.29 | 237.300 | 0.000 |
Cluster Profile | Cluster I | Cluster II | Cluster III | Cluster IV |
---|---|---|---|---|
Percentages (%) | ||||
Gender (x2 = 7.197; df = 3, p = 0.068) | ||||
Male | 54.5 | 63.4 | 55.2 | 50.3 |
Female | 45.5 | 36.6 | 44.8 | 49.7 |
Age groups (x2 = 9.024; df = 6, p = 0.174) | ||||
18–20 | 44.4 | 38.9 | 42.9 | 49.1 |
21–23 | 30.3 | 30.6 | 33.8 | 21.8 |
24–27 | 25.3 | 30.5 | 23.3 | 29.1 |
Marital status (x2 = 4.442; df = 3, p = 0.218) | ||||
Single | 96.5 | 94.0 | 98.2 | 95.2 |
Married/divorced /widowed | 3.5 | 6.0 | 1.8 | 4.8 |
Education (x2 = 9.395; df = 9, p = 0.402) | ||||
Secondary | 64.6 | 62.5 | 67.5 | 61.2 |
Postsecondary | 12.1 | 11.1 | 14.7 | 16.5 |
Graduate | 18.7 | 17.1 | 12.3 | 16.4 |
Postgraduate | 4.6 | 9.3 | 5.5 | 6.1 |
Profession (x2 = 14.288; df = 12, p = 0.283) | ||||
Employee (public-private) | 16.7 | 18.5 | 16.6 | 21.2 |
Businessman | 2.5 | 7.0 | 6.1 | 7.3 |
Worker | 1.5 | 4.2 | 4.9 | 3.0 |
University student | 65.7 | 62.0 | 60.1 | 55.8 |
Dependent (housekeeper, unemployed) | 13.6 | 8.3 | 12.3 | 12.7 |
Area of residence (x2 = 6.975; df = 6, p = 0.319) | ||||
City | 74.2 | 70.4 | 77.9 | 66.0 |
Town | 13.1 | 13.4 | 10.4 | 17.0 |
Village | 12.7 | 16.2 | 11.7 | 17.0 |
Net Monthly Family Income (in euros) (x2 = 16.303; df = 9, p = 0.064) | ||||
≤600.00 | 49.5 | 37.5 | 45.4 | 44.2 |
600.01–1000.00 | 26.3 | 27.8 | 21.5 | 27.9 |
1000.01–2000.00 | 14.6 | 19.4 | 13.5 | 17.6 |
≥2000.01 | 9.6 | 15.3 | 19.6 | 10.3 |
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Kamenidou, I.; Mamalis, S.; Gkitsas, S.; Mylona, I.; Stavrianea, A. Is Generation Z Ready to Engage in Entomophagy? A Segmentation Analysis Study. Nutrients 2023, 15, 525. https://doi.org/10.3390/nu15030525
Kamenidou I, Mamalis S, Gkitsas S, Mylona I, Stavrianea A. Is Generation Z Ready to Engage in Entomophagy? A Segmentation Analysis Study. Nutrients. 2023; 15(3):525. https://doi.org/10.3390/nu15030525
Chicago/Turabian StyleKamenidou, Irene (Eirini), Spyridon Mamalis, Stergios Gkitsas, Ifigeneia Mylona, and Aikaterini Stavrianea. 2023. "Is Generation Z Ready to Engage in Entomophagy? A Segmentation Analysis Study" Nutrients 15, no. 3: 525. https://doi.org/10.3390/nu15030525
APA StyleKamenidou, I., Mamalis, S., Gkitsas, S., Mylona, I., & Stavrianea, A. (2023). Is Generation Z Ready to Engage in Entomophagy? A Segmentation Analysis Study. Nutrients, 15(3), 525. https://doi.org/10.3390/nu15030525