1. Introduction
Weeds constitute the most important biotic constraints to agricultural production in both developing and developed countries [
1], as they compete with crops, leading to the overuse of natural resources and agricultural inputs. The reduction in crop productivity due to weeds is a major issue related to food security, taking into account the rapidly growing human population worldwide.
At the same time, herbicide resistance—due to misuse or overuse of chemical herbicides [
2]—is considered one of the most serious challenges associated with weed management, as, by November 2018, resistance to herbicides had been reported in 255 weed species in 70 countries [
3].
All these challenges have induced policy, regulatory and research actions towards sustainable weed management practices, which, however, are not always accepted and their adoption depends on a combination of farmer-specific and innovation-specific attributes.
The purpose of the study is to shed light on how farmers from two Mediterranean countries (Greece and Tunisia) perceive aspects related to sustainable weed management. Using descriptive statistics methods, the study showed that responses vary significantly between Greek and Tunisian farmers, especially in terms of their decision making.
2. Methods
2.1. Survey Profile
The study presents the results of an on-site survey of farmers—specialized in the cultivation of annual arable crops—in typical rural areas of Greece and Tunisia. For the purpose of the main analysis, a structured questionnaire comprising two parts was developed to record the perceptions, attitudes, motivations and aspirations of farmers in both countries regarding sustainable weed management. The first part of the questionnaire, as shown in
Table 1, recorded the personal profile of the respondent (gender, age, education level). In the second part, participants were asked to respond to different sets of questions—using a 5-point Likert-scale ranging from 1 (=Totally disagree/Never) to 5 (=Totally agree/Very often)—aiming to evaluate their attitudes towards innovation and sustainable weed management practices. In total, 105 farmers were interviewed in Greece and Tunisia from June 2021 to August 2022.
2.2. Methodological Background
The methodological approach used to analyze the categorical (ordinal) data in this study involved a descriptive analysis of responses, aiming to acquire a general viewpoint of interviewees’ opinions and attitudes. The Mann–Whitney non-parametric test was used to determine the level of significance of the differences between the responses provided by Greek and Tunisian farmers. This test can be applied for the ordinal data of two independent groups, without a normality assumption, to examine whether one variable has a higher value than the other [
4]. The analysis in this study was performed with the statistical package SPSS, version 24.
3. Results and Discussion
Table 2 summarizes farmers’ perceptions on innovations in agriculture. It seems that their beneficial role was acknowledged by respondents. In particular, the necessity of innovations received the highest attention, followed by their contribution to increasing farm productivity, their support to food security, their ability to improve standards of living as well as their conduciveness to the production of high-quality products. On the other hand, respondents were neutral regarding the contribution of innovations to environmental protection and about the guaranteed result of their application. Differences between Greek and Tunisian farmers were found with regard to the complicated use of innovations and the degree to which they are subsidized by the State. Especially for the latter, Greek farmers were significantly more negative.
Table 3 presents the means and medians of items describing sources of information based on which farmers make decisions regarding weed management. The vast majority of respondents make such decisions based on their own knowledge and expertise, which received by far the highest score. In contrast, training courses and seminars, public services, universities and research institutes, internet and other mass media were considered unreliable sources by farmers. Here, discrepancies between the responses of Greek and Tunisian farmers were notable in more items compared to their perceptions on innovations in agriculture. Greek farmers consulted other farmers, members of their family, internet as well as private advisors and agronomists more often than Tunisians. Finally, farmers from both countries ignored the role of public services, but Greeks did so to a higher degree.
4. Conclusions
The need to shift towards sustainable and environmentally friendly practices that can also ensure effective weed control is constantly gaining attention. Innovative practices, however, are not always accepted by farmers, as an outcome of their specific characteristics and requirements. The study detected significant differences between the responses of Greek and Tunisian farmers regarding innovations in agriculture and especially regarding their decision making about weed management.
These findings present orientations for strategic and policy design towards the expansion of sustainable weed management, taking into account that the diverse socio-economic profiles of farmers and their different attitudes towards innovation require targeted approaches.
Author Contributions
Conceptualization, E.M., A.Y. and A.R.; methodology, E.M.; validation, A.Y. and A.R.; formal analysis, E.M. and A.R.; investigation, E.M., A.Y. and M.K.; data curation, E.M.; writing—original draft preparation, E.M.; writing—review and editing, A.Y. and A.R.; supervision, M.K. and D.C.; funding acquisition, D.C. All authors have read and agreed to the published version of the manuscript.
Funding
This research is supported by the PRIMA program under the project “ZeroParasitic” (Section 2, 2018 Call). The PRIMA program is supported and funded under Horizon 2020, the Framework European Union’s Program for Research and Innovation.
Institutional Review Board Statement
Not required according to Institutional Regulations.
Informed Consent Statement
Available by the authors.
Data Availability Statement
Data will be available to interested parties upon request from the corresponding author and “ZeroParasitic” project coordinator after the completion of the embargo period (two years after the completion of the project).
Acknowledgments
We would like to show our gratitude for the respondents contributing to the survey.
Conflicts of Interest
The authors declare no conflicts of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.
References
- Chauhan, B.S. Grant challenges in weed management. Front. Agron. 2020, 1, 3. [Google Scholar] [CrossRef]
- Gage, K.L.; Krausz, R.F.; Walters, S.A. Emerging challenges for weed management in herbicide-resistant crops. Agriculture 2019, 9, 180. [Google Scholar] [CrossRef]
- Moss, S. Integrated Weed Management (IWM): Why are farmers reluctant to adopt non-chemical alternatives to herbicides? Pest Manag. Sci. 2019, 75, 1205–1211. [Google Scholar] [CrossRef]
- Hart, A. Mann-Whitney test is not just a test of medians: Differences in spread can be important. Br. Med. J. 2001, 323, 391–393. [Google Scholar] [CrossRef]
Table 1.
Respondents’ profiles.
Table 1.
Respondents’ profiles.
Variable | Frequency | Percentage (%) |
---|
Region | | |
Greece | 61 | 58.1 |
Tunisia | 44 | 41.9 |
Gender | | |
Male | 99 | 94.3 |
Female | 6 | 5.7 |
Age | | |
20–29 | 12 | 11.4 |
30–39 | 22 | 21.0 |
40–49 | 24 | 22.9 |
50–59 | 29 | 27.6 |
>60 | 18 | 17.1 |
Education | | |
Primary education | 24 | 22.9 |
Secondary education | 40 | 38.1 |
Technical graduate school | 21 | 20.0 |
University education | 20 | 19.0 |
Table 2.
Respondents’ perceptions regarding innovations in agriculture.
Table 2.
Respondents’ perceptions regarding innovations in agriculture.
| Means | Medians |
---|
| Greece | Tunisia | Greece | Tunisia |
---|
Innovations are necessary | 4.29 | 4.45 | 4.00 | 5.00 |
Innovations are expensive | 3.96 | 3.70 | 4.00 | 4.00 |
Innovations require training and specific knowledge | 4.04 | 4.11 | 4.00 | 4.00 |
The use of innovations is complicated ** | 2.93 | 3.47 | 3.00 | 4.00 |
Innovations improve standards of living | 3.86 | 3.93 | 4.00 | 4.00 |
Innovations increase farm productivity | 4.11 | 3.88 | 4.00 | 4.00 |
The result of innovations is not guaranteed | 3.27 | 2.88 | 3.00 | 3.00 |
Innovations are adequately subsidized by the State ** | 2.83 | 4.15 | 3.00 | 5.00 |
Young farmers tend to adopt innovations more easily | 3.11 | 3.11 | 3.00 | 3.00 |
Innovations contribute to the production of high-quality products | 3.88 | 3.86 | 4.00 | 4.00 |
Innovations contribute to environmental protection * | 3.22 | 2.61 | 3.00 | 3.00 |
Innovations contribute to food security | 3.98 | 3.75 | 4.00 | 4.00 |
Table 3.
Respondents’ decision making regarding weed management practices.
Table 3.
Respondents’ decision making regarding weed management practices.
| Means | Medians |
---|
| Greece | Tunisia | Greece | Tunisia |
---|
Based on my knowledge and expertise | 4.55 | 4.65 | 5.00 | 5.00 |
I ask other farmers I trust ** | 2.75 | 1.84 | 3.00 | 2.00 |
I ask members of my family ** | 3.36 | 1.77 | 4.00 | 2.00 |
I attend training courses and seminars | 1.70 | 1.65 | 2.00 | 2.00 |
Private advisors—Consultants/Agronomists ** | 3.85 | 1.47 | 4.00 | 1.00 |
Public services * | 1.18 | 1.59 | 1.00 | 1.00 |
University/Research Institute * | 1.60 | 1.31 | 1.00 | 1.00 |
Internet ** | 2.26 | 1.59 | 2.00 | 1.00 |
TV/Radio shows/Mass media/Books/Magazines * | 1.60 | 1.25 | 1.00 | 1.00 |
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