Consumers’ Evaluation of Stockfree-Organic Agriculture—A Segmentation Approach
Abstract
:1. Introduction
2. Literature Review
3. Materials and Methods
3.1. Data Collection and Survey Design
3.2. Data Analysis
4. Results
4.1. Sample Description
4.2. Results of the Principal Component and Cluster Analyses
5. Discussion
6. Conclusions and Limitations
Author Contributions
Funding
Conflicts of Interest
Appendix A
Original German Text of the Stockfree-organic Agriculture Explanation
Translation to English of the Original German Text of the Stockfree-organic Agriculture Explanation
Appendix B
Contesting the Use of Animals (1) | Slight Supporter (2) | Slight Rejecter (3) | Not Interested (4) | Sample | ||
---|---|---|---|---|---|---|
n (%) | 108 (23.9) | 227 (50.3) | 60 (13.3) | 56 (12.4) | N = 451 (100) | |
Gender | Male | 38.0a | 52.0b | 53.3ab | 60.7b | 49.9 |
Female | 62.0a | 47.6b | 46.7ab | 39.3b | 49.9 | |
Divers | - | 0.4 | - | - | 0.2 | |
Age | 43.8a | 52.6b | 53.5b | 49.5ab | 50.3 | |
Education | No graduation (yet) | 1.9a | 1.8a | 1.7a | 3.6a | 2.0 |
Certificate of Secondary Education | 25.0a | 37.4a | 36.7a | 42.9a | 35.0 | |
General Certificate of Secondary Education | 26.9a | 31.3a | 31.7a | 33.9a | 30.6 | |
General qualification for university entrance | 26.9a | 11.5b | 6.7b | 10.7b | 14.4 | |
University degree | 19.4ab | 18.1ab | 23.2a | 8.9b | 18.0 | |
Income | Below €1,300 | 27.8a | 27.3a | 18.3a | 19.6a | 25.3 |
€1,300 - €2,599 | 47.2a | 37.9a | 40.0a | 39.3a | 40.6 | |
€2,600 - €4,999 | 19.4a | 27.3ab | 30.0ab | 35.7b | 26.8 | |
Above €5,000 | 5.6a | 7.5a | 11.7a | 5.4a | 7.3 | |
*Knowledge of stockfree- organic agriculture | Yes | 0.31a (0.47) | 0.05b (0.23) | 0.13c (0.34) | 0.07b (0.25) | 0.16 (0.37) |
References
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Sample (in %) | German Population (in %) [48] | ||
---|---|---|---|
Gender * | Male | 50.2 | 49.3 |
Female | 49.6 | 50.7 | |
Divers | 0.2 | - | |
Age * | 16–24 | 7.4 | 9.1 |
25–39 | 20.2 | 22.1 | |
40–64 | 43.8 | 43.7 | |
65+ | 28.6 | 25.1 | |
Education * | No graduation (yet) | 1.8 | 3.9 |
Certificate of Secondary Education | 34.4 | 34.5 | |
General Certificate of Secondary Education | 31.6 | 30.8 | |
General qualification for university entrance | 15.0 | 13.8 | |
University degree | 17.2 | 17.1 | |
Income* | Below €1,300 | 25.2 | 26.3 |
€1,300–€2,599 | 40.8 | 39.6 | |
€2,600–€4,999 | 27.0 | 27.1 | |
Above €5.000 | 7.0 | 6.5 | |
Diet | Omnivore | 80.6 | - |
Flexitarian | 13.4 | 11.6 [49] /13.0 [50] | |
Pescatarian | 1.2 | 3.0 [51] | |
Ovo-Lacto-Vegetarian | 3.4 | 3.7 [49] /5.1 [52] | |
Lacto-Vegetarian | 0.4 | ||
Vegan | 1.0 | 1.0 [53] /0.9 [52] | |
Stockfree-organic agriculture | Known | 16.7 | - |
Unknown | 83.3 | - |
Contesting the Use of Animals (1) | Slight Supporter (2) | Slight Rejecter (3) | Not Interested (4) | Sample | |
---|---|---|---|---|---|
n (%) | 108 (23.9) | 227 (50.3) | 60 (13.3) | 56 (12.4) | N = 451 (100) |
1. Acceptance (CA: 0.89) | 1.25a (0.49) | 0.13b (0.48) | –0.83b (0.74) | –1.01c (0.83) | 0.13 (0.96) |
Stockfree-organic agriculture should be supported. (0.92) | 1.34a (0.55) | 0.23b (0.63) | –0.78c (0.85) | –0.93c (0.97) | 0.22 (1.04) |
Stockfree-organic agriculture should receive more media attention. (0.92) | 1.29a (0.60) | 0.07b (0.73) | –1.05c (0.89) | –1.05c (0.84) | 0.07 (1.11) |
The idea behind stockfree-organic agriculture is… (0.88) | 1.13a (0.68) | 0.09b (0.61) | –0.67c (1.00) | –1.04c (0.97) | 0.10 (1.02) |
2. Advantages and perception of stockfree-organic agriculture (CA: 0.92) | 1.10a (0.44) | 0.29b (0.39) | –0.21c (0.58) | –1.13d (0.64) | 0.24 (0.81) |
People’s knowledge of stockfree-organic agriculture should be increased in order to minimize prejudices. (0.82) | 1.22a (0.76) | 0.20b (0.80) | –0.82c (0.87) | –1.29d (0.73) | 0.12 (1.13) |
The stockfree-organic agriculture gets along without any animal components. (0.80) | 0.94a (0.79) | –0.02b (0.79) | –0.78c (0.99) | –1.23d (0.73) | –0.04 (1.07) |
A stockfree-organic diet is fairer. (0.79) | 0.69a (0.83) | –0.10b (0.66) | –0.83c (0.81) | –1.36d (0.70) | –0.16 (0.97) |
Stockfree-organic agriculture protects the groundwater. (0.76) | 1.33a (0.67) | 0.64b (0.74) | 0.37b (0.86) | –0.88c (0.92) | 0.58 (0.99) |
The working conditions for farmers in stockfree-organic agriculture are good, as they do not come into contact with pesticides. (0.76) | 1.30a (0.65) | 0,55b (0.75) | 0.15c (0.90) | –0.98d (0.90) | 0.49 (1.02) |
A stockfree-organic diet reduces the ecological footprint. (0.75) | 1.03a (0.86) | 0.11b (0.71) | –0.13b (1.05) | –1.18c (0.77) | 0.14 (1.03) |
Stockfree-organic foods contain no harmful substances such as antibiotics and sex hormones. (0.75) | 1.37a (0.68) | 0.60b (0.85) | 0.38b (1.11) | –1.11c (0.89) | 0.55 (1.11) |
All foods (including vegetables, cereals, and fruit) are produced without animal suffering in stockfree-organic agriculture. (0.75) | 1.25a (0.75) | 0.46b (0.82) | 0.13b (1.20) | –1.05c (0.92) | 0.42 (1.10) |
Since no fodder plants are needed in stockfree-organic agriculture, more land is available for human nutrition. (0.74) | 0.81a (0.74) | 0.14b (0.61) | –0.32c (0.77) | –1.13d (0.79) | 0.08 (0.90) |
2. Disadvantages and challenges of stockfree-organic agriculture (CA: 0.78) | 0.25a (0.52) | 0.35a (0.44) | 1.18b (0.44) | –1.04c (0.63) | 0.26 (0.75) |
In stockfree-organic agriculture, the cultural landscape, e.g. the Alps, might get lost due to the loss of grazing animals. (0.78) | 0.05a (0.96) | 0.27a (0.70) | 1.23b (0.79) | –0.95c (0.90) | 0.20 (0.98) |
Farm animal breeds may disappear if many people follow a stockfree-organic diet. (0.76) | –0.03a (0.99) | 0.31b (0.76) | 1.08c (0.83) | –0.78d (0.99) | 0.20 (0.98) |
Stockfree-organic foods do not offer all the necessary products for traditional dishes. (0.73) | 0.12a (0.99) | 0.24a (0.78) | 1.27b (0.81) | –1.23c (0.92) | 0.18 (1.08) |
The stockfree-organic diet makes the supply of minerals and vitamins (e.g. B12) more complicated. (0.66) | 0.52a (0.97) | 0.45a (0.82) | 1.02b (0.95) | –1.13c (0.88) | 0.35 (1.06) |
Stockfree-organic food is more expensive. (0.56) | 0.60a (0.87) | 0.49a (0.88) | 1.18b (1.08) | –1.12c (1.00) | 0.41 (1.11) |
Contesting the Use of Animals (1) | Slight Supporter (2) | Slight Rejecter (3) | Not Interested (4) | Sample | |
---|---|---|---|---|---|
n (%) | 108 (23.9) | 227 (50.3) | 60 (13.3) | 56 (12.4) | N = 451 (100) |
Animal welfare attitude, CA: 0.88 | 1.64a (0.52) | 1.30b (0.69) | 1.31b (0.64) | 0.56c (1.16) | 1.29 (0.78) |
In the production of animal food, animals should be treated with dignity. (0.82) | 1.70a (0.54) | 1.37b (0.73) | 1.39b (0.74) | 0.68c (1.28) | 1.36 (0.84) |
In the production of animal food, we should make sure that the animals had a good life. (0.79) | 1.65a (0.57) | 1.34b (0.73) | 1.37b (0.76) | 0.51c (1.30) | 1.32 (0.86) |
The right to physical integrity of animals should be respected in the production of animal-based foods (e.g. no castration, no removal of tails (piglets)). (0.73) | 1.55a (0.65) | 1.20b (0.85) | 1.18b (0.79) | 0.50c (1.30) | 1.19 (0.92) |
Rejection of animal use, CA: 0.70 | 0.41a (0.67) | –0.04b (0.71) | –0.69c (0.68) | –0.78c (0.78) | –0.11 (0.82) |
The production of animal-based food should be avoided, as the use and keeping of animals is morally unacceptable. (0.78) | 0.29a (1.04) | –0.19b (0.99) | –1.05c (0.95) | –1.00c (1.10) | –0.29 (1.11) |
In the production of non-animalbased foods (e.g., cereals, fruit, vegetables), care should be taken to ensure that these are produced without animal by-products (e.g. animal meal, animal blood, slurry). (0.70) | 1.07a (0.86) | 0.55b (1.05) | –0.10c (1.20) | –0.36c (1.24) | 0.48 (1.15) |
In the production of non-animal based food (e.g., cereals, fruit, vegetables), animals should be completely excluded. (0.68) | 0.94a (0.92) | 0.25b (1.01) | –0.17bc (1.15) | –0.39c (1.26) | 0.28 (1.13) |
The keeping of dogs and cats is morally unacceptable. (0.58) | –0.65a (1.21) | –0.78a (1.10) | –1.40b (0.89) | –1.36b (0.80) | –0.91 (1.10) |
Environmental attitudes, CA: 0.84 | 1.38a (0.51) | 1.05b (0.59) | 1.00c (0.65) | 0.46b (0.97) | 1.05 (0.69) |
Food should be packaged in an environmentally friendly way. (0.77) | 1.64a (0.57) | 1.35b (0.75) | 1.27b (0.76) | 0.69c (1.16) | 1.33 (0.82) |
Food was produced in a way that did not affect the balance of nature. (0.75) | 1.00a (1.02) | 0.77a (0.91) | 0.70a (0.87) | 0.20b (1.06) | 0.75 (0.97) |
Food has been produced in an environmentally friendly way. (0.74) | 1.26a (0.80) | 0.87b (0.79) | 0.82b (0.89) | 0.23c (1.17) | 0.88 (0.91) |
If possible, food packaging should be avoided. (0.72) | 1.44a (0.73) | 1.07b (0.85) | 0.93b (1.02) | 0.41c (1.19) | 1.06 (0.94) |
When soil resources are used, it is important to return resources to the soil. (0.71) | 1.58a (0.53) | 1.19b (0.71) | 1.34b (0.71) | 0.73c (1.15) | 1.24 (0.78) |
Attitudes towards social justice with regard to farmers, CA: 0.56 | 0.35a (0.51) | 0.09b (0.44) | –0.01b (0.48) | –0.05b (0.56) | 0.12 (0.50) |
*The farmer gets enough money for his products. (–0.76) | –0.76 (0.97) | –0.63 (0.98) | –0.72 (1.09) | –0.50 (1.21) | –0.65 (1.03) |
*The working pressure in agriculture is high. (0.75) | 1.28a (0.72) | 0.90bc (0.89) | 1.00abc (1.03) | 0.64c (1.07) | 0.97 (0.91) |
*The health of farmers is at risk. (0.64) | 0.54a (0.83) | 0.01b (0.85) | –0.32b (1.02) | –0.29b (1.06) | 0.05 (0.94) |
Spiritual attitudes, CA: 0.60 | 0.62a (0.78) | 0.15b (0.68) | –0.03b (0.72) | –0.57c (0.79) | 0.15 (0.80) |
I take the time to meditate, pray or something like that to find my inner peace/balance. (0.80) | –0.15a (1.29) | –0.67b (1.21) | –0.97bc (1.12) | –1.34d (1.08) | –0.67 (1.25) |
When I am in nature, I feel a strong connection. (0.75) | 1.22a (0.84) | 0.76b (0.94) | 0.90bc (0.86) | 0.07d (1.23) | 0.79 (1.01) |
I try to make a significant contribution to society by reducing animal suffering. (0.44) | 0.80a (0.94) | 0.37b (0.82) | –0.02bc (1.07) | –0.43c (1.01) | 0.32 (0.98) |
Contesting the Use of Animals (1) | Slight Supporter (2) | Slight Rejecter (3) | Not Interested (4) | Sample | |
---|---|---|---|---|---|
n (%) | 108 (23.9) | 227 (50.3) | 60 (13.3) | 56 (12.4) | N = 451 (100) |
I avoid fried food. | 0.47a (1.11) | 0.24a (1.15) | 0.15a (1.18) | –0.36b (1.20) | 0.21 (1.17) |
I often eat legumes (e.g., beans, chickpeas, lentils). | 0.21a (1.04) | –0.06ab (0.99) | –0.18ab (0.95) | –0.38b (1.05) | –0.05 (1.02) |
I often eat nuts and seeds (e.g., sunflower seeds, walnuts, hazelnuts). | 0.42a (1.23) | –0.09ab (1.11) | 0.10ab (1.15) | –0.25b (1.28) | 0.04 (1.19) |
I do not consume much salt. | 0.29a (1.13) | 0.30a (1.06) | –0.05ab (1.20) | –0.20b (1.00) | 0.18 (1.10) |
I prefer whole grain products. | 0.46a (1.16) | 0.28a (0.97) | –0.03ab (1.23) | –0.39b (1.07) | 0.20 (1.10) |
*How often have you eaten organic products in the past 7 days? | 3.06a (1.14) | 2.38b (1.09) | 2.02bc (0.91) | 1.55c (0.78) | 2.39 (1.14) |
*How often have you eaten vegan meals (no animal products) in the past 7 days? | 2.41a (1.20) | 1.93b (0.94) | 1.48c (0.75) | 1.34c (0.67) | 1.91 (1.02) |
*How often have you eaten vegetarian meals (no meat and fish but other animal ingredients) in the past 7 days? | 3.20a (1.30) | 2.57b (1.15) | 2.50b (1.20) | 1.70c (1.03) | 2.60 (1.25) |
*How many times have you eaten meat in the past 7 days? | 2.61a (1.20) | 3.07b (0.91) | 3.27bc (0.86) | 3.50c (1.04) | 3.04 (1.04) |
Contesting the use of animals (1) | Slight supporter (2) | Slight Rejecter (3) | Not interested (4) | Sample | |
---|---|---|---|---|---|
n (%) | 108 (23.9) | 227 (50.3) | 60 (13.3) | 56 (12.4) | N = 451 (100) |
Omnivore | 58.3a | 84.1b | 95.0c | 92.9bc | 80.5 |
Flexitarian | 24.1a | 13.2b | 5.00b | 5.4b | 13.7 |
Pescatarian | 0.9a | 1.3a | 0.0a | 1.8a | 1.1 |
Ovo-Lacto-Vegetarian | 10.2a | 1.3b | 0.0b | 0.0b | 3.1 |
Lacto-Vegetarian | 1.9a | 0.0b | 0.0ab | 0.0ab | 0.4 |
Vegan | 4.6a | 0.0b | 0.0ab | 0.0ab | 1.1 |
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Jürkenbeck, K.; Spiller, A. Consumers’ Evaluation of Stockfree-Organic Agriculture—A Segmentation Approach. Sustainability 2020, 12, 4230. https://doi.org/10.3390/su12104230
Jürkenbeck K, Spiller A. Consumers’ Evaluation of Stockfree-Organic Agriculture—A Segmentation Approach. Sustainability. 2020; 12(10):4230. https://doi.org/10.3390/su12104230
Chicago/Turabian StyleJürkenbeck, Kristin, and Achim Spiller. 2020. "Consumers’ Evaluation of Stockfree-Organic Agriculture—A Segmentation Approach" Sustainability 12, no. 10: 4230. https://doi.org/10.3390/su12104230
APA StyleJürkenbeck, K., & Spiller, A. (2020). Consumers’ Evaluation of Stockfree-Organic Agriculture—A Segmentation Approach. Sustainability, 12(10), 4230. https://doi.org/10.3390/su12104230