Factors Affecting the Use of Organic Seed by Organic Farmers in Europe
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data Collection
2.2. The Questionnaire
2.3. Data Analysis
3. Results
3.1. Farm Structural Characteristics: Descriptive Analysis and Multilevel Modelling
- The use of organic seed decreases linearly with increasing farm size (t = 2.48, p = 0.0134).
- There is no significant effect of certification year on organic seed use (t = 1.276, p = 0.2025).
- However, certification year interacted with farm size, with a steeper decrease in organic seed use in more recently converted farms (t = −2.514, p = 0.0121) (Figure 2a).
- Farms selling to supermarket have a 45.4 ± 4.8% lower rate of organic seed (in absolute terms) than farms who do not (t = −9.354, p < 0.001) (Figure 2b).
- Farms practicing direct selling to consumers have an 8.36 ± 2.56% higher (in absolute terms) rate of organic seed use than farms who do not (t = 3.338, p = 0.0009).
- Having an organic shop amongst other market channels does not significantly affect, on its own, the use of organic seed (t = 0.898, p = 0.370). However, among farms who sell to supermarkets, those selling also to organic shops have an 11.35 ± 10.17% higher rate of organic seed use (in absolute terms) than farms who do not (t = 2.364, p = 0.0183).
3.2. Attitudinal Aspects: Descriptive Analysis and Model Validation
4. Discussion and Conclusions
Author Contributions
Funding
Conflicts of Interest
Appendix A. Survey Questions Used for the Analysis Presented in this Paper
- Please scroll down the list below and select the main crops that are grown at your farm and are certified organic:Barley/Grain maize/Oats/Soft wheat/Durum wheat/Soybeans/Lupine/Pea/Alfalfa/Forage mixture*/Apple/Grape/Olive/Strawberry/Potato/Cauliflower/Carrot/Onion/Tomato* White clover/Red clover/Perennial ryegrass/Italian ryegrass/Red fescue/Tall fescue/Other.
- Please indicate the country where your farm is based
- Please indicate your sex
- Please indicate the year you were born
- Please indicate the approximate size of your farm size in hectares
- In which year has your farm started being certified organic?
- Where do you sell your organic farm products? You can select up to the three most important selling channels:Directly to consumers (such as purchase groups, box schemes, community supported agriculture, farm shops)/Cooperative or producer group/Processor/trader/Specialised organic retailers/Supermarkets/Other.
- Where do you buy your organic or untreated conventional seed? Please select only the main supplier:Seed companies or seed retailers/Public seed agencies/I use my own seed/Other.
- Please indicate the approximate percentage (0 and 100) of organic seed (or propagation material) that you used the last time that you sowed/planted your organic crops.
- Please indicate the approximate land area in hectares of your organic crops at your farm last year
- To what extent do you agree with the following statements? Totally agree–agree–neutral–disagree–totally disagree:
- -
- My buyer would expect me to use organic seed
- -
- I am encouraged to use organic seed by my certifier
- -
- Other organic farmers have encouraged me to use organic seed
- -
- Availability of organic seed has improved in the last five years
- -
- Price for organic seed is accessible
- -
- Organic seed is easily available for the varieties that I want to use
- -
- The quality of organic seed that I have used on my farm is high
- -
- Organic seed is better suited to organic farming
- -
- Organic seed is an important part of maintaining the integrity of organic food production
- -
- By using organic seed, I support the competitiveness of the organic sector
- -
- I am positive about using organic seed
- -
- Next year I intend to use organic seed for all the organic crops on my farm
Appendix B. Data Analysis Results
Null Model | Farm Size (Log Transf.) | Year of Certification | Interaction | |
---|---|---|---|---|
d.f. (1) | 12 | 13 | 14 | 15 |
AIC (2) | 7245.1 | 7220.1 | 7218.4 | 7215.5 |
Х2 (3) | - | 27.04 | 3.704 | 4.883 |
p-value | - | <0.001 *** | 0.0543 (*) | 0.0271 * |
Null Model | SMKT | Cons | Org Shop | SMKT × Cons | SMKT × Cons × Org Shop | |
---|---|---|---|---|---|---|
d.f. (1) | 12 | 13 | 14 | 15 | 16 | 19 |
AIC (2) | 7245.1 | 7227.4 | 7210 | 7212 | 7204 | 7198 |
Х2 (3) | - | 97.36 | 18.94 | 0.270 | 9.732 | 12.48 |
p-value | - | <0.001 *** | <0.001 *** | 0.604 | 0.0018 ** | 0.0059 ** |
Model | Х2(df) | RMSEA | CFI | |
---|---|---|---|---|
Same form model | 288(188) *** | 0.05 | 0.97 | |
Equal loadings model | 316(209) *** | 0.05 | 0.97 | |
Equal loadings and errors model | 384(272) *** | 0.05 | 0.97 |
Model | Х2(df) | RMSEA | CFI |
---|---|---|---|
Same form model | 402(188) *** | 0.07 | 0.93 |
Equal loadings model | 445(209) *** | 0.07 | 0.92 |
Equal loadings and errors model | 572(272) *** | 0.07 | 0.90 |
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Authors | Country | Method | Key Findings |
---|---|---|---|
Döring et al., 2012 [4] | Europe | Analysis of policy documents | Current derogation system is a barrier to the development of the OS sector |
Bocci et al., (2012) [6] | Italy | Survey with 250 farmers | The main reason for not using OS is its availability for only a limited number of varieties |
Rey et al., (2013) [7] | France | Survey with 720 vegetable growers | More OS is used by farmers operating in short supply chains and by established organic farmers rather than recently converted farmers |
Le Doaré (2017) [8] | Bretagne (France) | Survey with 103 vegetable growers | More OS is used by farmers operating in short supply chains |
Merfield (2012) [9] | International | Analysis of policy documents | Current derogation system is a barrier to the development of the OS sector |
Renaud et al. (2016) [10] | US, Europe | Survey with seed companies, farmers, regulators, analysis of policy documents | Poor seed quality is a barrier to the development of the OS sector. Regulatory framework for OS in the U.S. is more fragmented than the European |
Hubbard (2016) [11] | US | Survey with 1365 farmers, certifiers, and seed companies | Limited availability of OS in terms of variety choice and quantity is the main reason for not using OS |
Levert (2014) [12] | Canada | Survey with 33 organic field inspectors | High price and limited quantity available prevent more use of OS |
Variables | Sample | ||
---|---|---|---|
Age | Years | Mean S.D. | 47 11.9 |
Sex | Female | % | 29 |
Male | 71 | ||
No | 26.3 | ||
Farm size | Ha | Mean S.D. | 79.8 |
164.3 | |||
Marketing channels | Direct to consumers | % | 56.4 |
Organic shops | 23 | ||
Cooperatives | 31.8 | ||
Processors/traders | 40.6 | ||
Supermarkets | 8.7 | ||
Production orientation | Arable | % | 40 |
Vegetables | 32 | ||
Fruit | 19 | ||
Forage/livestock | 9 | ||
European region | Central | % | 41 |
Eastern | 23 | ||
Northern | 11 | ||
Southern | 25 | ||
Main seed source | Seed company | % | 67 |
Farm-saved seed | 26 | ||
Public seed agency | 2 | ||
Other | 5 | ||
Total completed survey | 749 |
Latent Constructs | Items | Mean | S.D. | Standardised Factor Loadings |
---|---|---|---|---|
Social norms | Other organic farmers have encouraged me to use organic seed | 3.71 | 1.13 | 0.51 *** |
I am encouraged to use organic seed by my certifier | 3.01 | 1.09 | 0.60 *** | |
My buyer would expect me to use organic seed | 3.73 | 1.10 | 0.71 *** | |
Perceived behavioural control | Availability of organic seed has improved in the last five years | 3.40 | 1.05 | 0.60 *** |
Price for organic seed is accessible | 2.76 | 1.11 | 0.45 *** | |
Organic seed is easily available for the varieties that I want to use | 2.74 | 1.18 | 0.71 *** | |
The quality of organic seed that I have used on my farm is high | 3.58 | 0.96 | 0.50 *** | |
Perceived usefulness | Organic seed is better suited to organic farming | 3.74 | 1.17 | 0.73 *** |
Organic seed is an important part of maintaining the integrity of organic food production | 4.21 | 0.94 | 0.82 *** | |
By using organic seed, I support the competitiveness of the organic sector | 4.03 | 1.01 | 0.71 *** | |
Attitude | I am positive about using organic seed | 4.28 | 0.85 | - |
Intention | Next year I intend to use organic seed for all the organic crops on my farm | 3.77 | 1.23 | - |
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Orsini, S.; Costanzo, A.; Solfanelli, F.; Zanoli, R.; Padel, S.; Messmer, M.M.; Winter, E.; Schaefer, F. Factors Affecting the Use of Organic Seed by Organic Farmers in Europe. Sustainability 2020, 12, 8540. https://doi.org/10.3390/su12208540
Orsini S, Costanzo A, Solfanelli F, Zanoli R, Padel S, Messmer MM, Winter E, Schaefer F. Factors Affecting the Use of Organic Seed by Organic Farmers in Europe. Sustainability. 2020; 12(20):8540. https://doi.org/10.3390/su12208540
Chicago/Turabian StyleOrsini, Stefano, Ambrogio Costanzo, Francesco Solfanelli, Raffaele Zanoli, Susanne Padel, Monika M. Messmer, Eva Winter, and Freya Schaefer. 2020. "Factors Affecting the Use of Organic Seed by Organic Farmers in Europe" Sustainability 12, no. 20: 8540. https://doi.org/10.3390/su12208540
APA StyleOrsini, S., Costanzo, A., Solfanelli, F., Zanoli, R., Padel, S., Messmer, M. M., Winter, E., & Schaefer, F. (2020). Factors Affecting the Use of Organic Seed by Organic Farmers in Europe. Sustainability, 12(20), 8540. https://doi.org/10.3390/su12208540