Socio-economic impact among learners due to the ODL-certified course on coconut cultivation technologies
Impact is the outcome resulting from an action or event, synonymous with “effect” in cause-and-effect contexts. In the study of Open and Distance Learning (ODL) learners, an attempt was undertaken to gauge the potential influence of the certificate program in coconut cultivation technology on the learners’ social and economic standing. The ensuing conclusions pertain to the impact of the certificate course on factors such as farm yield, net income, family expenditure, farm development, and the social status of the learners.
Economic impact
Farm Yield
Table 1 illustrates that the learners’ yield increased after completing the ODL certificate course compared to their yield before enrolling in the course. It can be inferred that the average coconut production per tree per year for learners before attending the course was 89 nuts, whereas after attending the ODL certificate course, the average production increased to 102 nuts/tree/year. Also, the average productivity attained by learners before attending the ODL course was 7475 nuts/acre/year, whereas after attending the ODL certificate course, the learners attained an average productivity of about 8349 nuts/acre/year.
Table 1. Yield range before and after attending the ODL certificate course
|
S.No.
|
Category
|
Average yield before attending the course
|
Average yield after attending the course
|
‘t’ value
|
Degrees of freedom
(df)
|
Significance
(two-tailed)
|
|
1.
|
Coconut Production (nuts/tree/year)
|
89
|
102
|
11.668
|
129
|
0.000
|
|
2.
|
Coconut productivity (nuts/acre/year)
|
7475
|
8349
|
10.878
|
129
|
0.000
|
The data on the yield attained by learners before and after attending the ODL course were subjected to a paired t–test. The results showed a significant difference in coconut production and productivity (t values of 11.668 and 10.878, respectively) at the 1% level (p value = 0.000). So, it can be concluded that the learners' coconut production and productivity increased after attending the ODL certificate course on coconut cultivation technology. The study’s results were in line with the findings made by Ayil and Undiandeye (2022).
The increase in production and productivity of learners after attending the course might be due to the expansion of the area under coconut cultivation, the adoption of improved farm practices in crop production, and the crop protection aspects learnt in the certificate course.
Income
Table 2 shows that the average gross income of learners before attending the course was Rs. 6,34,745 per year, whereas it increased after undergoing the ODL certificate course with an average of Rs. 7,14,160 per year. Table 2 also indicates that the average net income of learners before attending the ODL certificate course was Rs. 4,22,603 per year. The average net income of learners after undergoing the ODL course was Rs. 5,19,858.
Table 2. Income range before and after attending the ODL certificate course
|
S.No.
|
Category
|
Average yield before attending the course
|
Average yield after attending the course
|
‘t’ value
|
Degrees of freedom
(df)
|
Significance
(two-tailed)
|
|
1.
|
Gross income
(In rupees)
|
6,34,745
|
7,14,160
|
9.842
|
129
|
0.000
|
|
2.
|
Net income
(In rupees)
|
4,22,603
|
5,19,858
|
12.286
|
129
|
0.000
|
The data on the income of learners before and after attending the ODL course were subjected to a paired t–test. The results showed a significant difference in gross income (t value = 9.842) and net income (t value = 12.286) at a 1% level, with p values of 0.000. Thus, it can be concluded that both gross income and net income increased compared to before and after undergoing the ODL certificate course. The study’s results were consistent with the findings made by Ayil and Undiandeye (2022).
The increase in gross and net income of the learners after attending the ODL certificate course might be due to an increase in overall coconut production and productivity by applying the advanced techniques and best practices, like intercropping, drought management, micro-nutrient application, pest and disease management, learned during the course.
Area expansion
According to Table 3, the average area under coconut cultivation by learners before undergoing the ODL certificate course was 7.62 acres, and it was 8.90 acres after attending the certificate course. The results of the paired t-test show a t-value of 11.213, which indicates a significant difference at a 1% level (p-value = 0.000). Hence, it can easily be inferred that the learners expanded the area covered under coconut cultivation after enrolling in the ODL certificate course on coconut cultivation technology. The expansion of the cultivation area may be attributed to their desire to increase income through coconut cultivation, having implemented practices learned during the ODL certificate course. The study’s results were consistent with the discoveries made by Akila (2015).
Table 3. Area under coconut cultivation before and after attending the ODL certificate course
|
S.No.
|
Category
|
Average yield before attending the course
|
Average yield after attending the course
|
‘t’ value
|
Degrees of freedom
(df)
|
Significance
(two-tailed)
|
|
1.
|
Area under coconut cultivation
(In acres)
|
7.62
|
8.90
|
11.213
|
129
|
0.000
|
Family expenditure
Table 4 revealed that the learner’s average expenditure for children’s education was Rs. 51,830 per year before attending the ODL course. It was Rs. 67,285 per year after attending the certificate course. In contrast, the learner’s average expenditure for health concerns was Rs. 23,578 per year before enrolling in the certificate course and it was Rs. 30,690 per year after undergone the ODL certificate course.
Table 4. Family expenditure before & after attending the ODL certificate course
|
S.No.
|
Category
|
Average yield before attending the course
|
Average yield after attending the course
|
‘t’ value
|
Degrees of freedom
(df)
|
Significance
(two-tailed)
|
|
1.
|
Educational expenditure of children (in rupees/year)
|
51,830
|
67,285
|
6.319
|
129
|
0.000
|
|
2.
|
Health expenditure (in rupees/year)
|
23,578
|
30,690
|
4.268
|
129
|
0.000
|
The results of the paired t–test show that the t-value = 6.319 and 4.268 of educational expenditure and health expenditure, respectively, had a significant difference at 1% level with p-value = 0.000, and it could be concluded that the expenditure on education and health concerns had increased compared to before and after undergoing the ODL certificate course. The study’s findings agreed with those of Ong’ayo et al., (2016). The reason for the increased expenditure may be that learners can utilize the additional income from coconut cultivation to access and quality education for their children and cover family medical expenses.
Farm development
A perusal of Table 5 showed that the learners possessed an average count of 1.68 numbers of machineries and implements before enrolling in ODL certificate course and it increased to 2.25 numbers of machineries and implements, after the learners enrolled in ODL certificate course, when it comes to preparation of input materials by learners before the enrolment in ODL certificate course, the average was 1.40 numbers and it increased to 2.98 numbers after the learners completed the coconut cultivation technology certificate course. This part of the data indicates that, after enrolling in the course on coconut cultivation technology, learners have increased their level of engagement in preparing input materials for improving the yield at a lower cost. The average score of 2.98 suggested a higher degree of interest compared to before enrolling in the course. The data in Table 5 also suggested that the average number of enterprises owned by learners before enrolling in the ODL certificate course was 0.24, and after enrolling in the coconut cultivation technology course, the average number of enterprises increased to 0.33. The study’s findings agreed with those of Prashad (2014).
Table 5. Farm development before & after attending the ODL certificate course
|
S.No.
|
Category
|
Average yield before attending the course
|
Average yield after attending the course
|
‘t’ value
|
Degrees of freedom
(df)
|
Significance
(two-tailed)
|
|
1.
|
Purchase of machinery and implements for cultivation and value addition
|
1.68
|
2.25
|
5.862
|
129
|
0.000
|
|
2.
|
Preparation of input materials
|
1.40
|
2.98
|
9.774
|
129
|
0.000
|
|
3.
|
Income-generating enterprises
|
0.24
|
0.33
|
3.622
|
129
|
0.000
|
The above fact is supported by the ‘t’ value presented in Table 5, which indicates that farm development had a significant difference at a 1% level with a p value of 0.000. It can be concluded that the learners have purchased new machinery and implements for cultivation and value addition, and have started preparing input materials in the farm itself that are required for coconut cultivation. Additionally, a few of them have established new income-generating enterprises after enrolling in the ODL certificate course.
Social impact
This research gauges social impact by quantifying the rise in learners engaging in value addition, exporting coconut products, heightening awareness, knowledge dissemination, and fostering eco-friendly agricultural practices post-enrolment in the ODL certificate course on coconut cultivation technology. Data, obtained from learners and analysed through percentage analysis, are presented in Table 6.
Table 6. Distribution of respondents according to the impact on social status after attending the ODL course
|
S.No.
|
Statements
|
Yes
|
No
|
|
Frequency
|
Per cent
|
Frequency
|
Per cent
|
|
1.
|
Started value addition using coconut products
|
48
|
36.92
|
82
|
63.08
|
|
2.
|
Exporting coconut and its value-added products at domestic and international levels
|
26
|
20.00
|
104
|
80.00
|
|
3.
|
Access to government schemes and policies is increased
|
34
|
26.15
|
96
|
73.85
|
|
4.
|
Access to extension and advisory services is increased
|
85
|
65.38
|
45
|
34.62
|
|
5.
|
Adoption of coconut technology by other farmers due to your knowledge sharing
|
78
|
60.00
|
52
|
40.00
|
|
6.
|
Increased awareness or knowledge among other farmers due to your influence
|
103
|
79.23
|
27
|
20.77
|
|
7.
|
Reduced the use of chemical fertilizers or pesticides
|
57
|
43.85
|
73
|
56.15
|
|
8.
|
Started practicing eco-friendly or good agricultural practices
|
45
|
34.62
|
85
|
65.38
|
Table 6 indicates that learners, equivalent to one-third of the total, initiated the production of value-added coconut products like oil, Neera, coir pith, milk, and desiccated coconut. Additionally, one-fourth of respondents began exporting these products domestically and internationally after completing the ODL certificate course. Moreover, over one-third (34 learners) and nearly three-fourths (85 learners) reported heightened access to government schemes and frequent engagement with extension services, respectively. The prestigious certificate awarded by TNAU, coupled with increased social recognition, may have contributed to an altered perception of education's importance. The course, facilitating interactions beyond localities, might influence shifts in communication patterns and behaviours. The study's findings agreed with those of Vidanapathirana et al., (2012).
Additionally, a significant number of participants have successfully applied the technological knowledge gained from the course, earning recognition in their communities. Their innovative efforts, be it launching ventures or effectively utilizing acquired technologies, enhance their standing within social circles. Seventy-eight and one hundred three learners noted an increased awareness, knowledge, and adoption among other coconut growers influenced by their expertise and knowledge sharing. The data in the table also indicate that nearly half of the learners (n = 45) adopted eco-friendly or sustainable agricultural practices, specifically by reducing chemical usage on the farm (n = 57) for crop protection and management in coconut cultivation post-ODL certificate course. This shift may be attributed to heightened awareness about the environmental repercussions of conventional farming methods. The course likely imparted insights into sustainable farming techniques that emphasize soil health, biodiversity, and resource conservation. This acquired knowledge could motivate farmers to transition towards eco-friendly practices, recognizing the long-term benefits for farm productivity, the surrounding ecosystem, and their contribution to environmental preservation.