The Potential of Moringa oleifera as a Sustainable Broiler Feed Additive: Investigating Awareness, Perceptions and Use by Broiler Farmers and Moringa Farmers in South Africa
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Site Description
2.2. Sampling Method and Data Collection
2.2.1. Broiler Farmer Data Collection
2.2.2. M. oleifera Farmer Data Collection
2.3. Statistical Analysis
2.3.1. Quantitative Data
- Yi = Use of M. oleifera (1 = Yes, 0 No)
- X1 = Age
- X2 = Gender
- X3 = Level of education
- X4 = Marital status
- X5 = Type of broiler ownership
- b0 = Intercept
- e = Error term
2.3.2. Qualitative Data
3. Results
3.1. Results
3.1.1. Household Demography
3.1.2. Knowledge about the M. oleifera Tree and Source of Knowledge
3.1.3. Status of M. oleifera Use by Broiler Farmers
3.2. M. oleifera Farmers Key Informant Interview Results
3.2.1. Theme 1: M. oleifera Production
“A friend of mine introduced me to M. oleifera many years ago. I think he’s a permaculture specialist. How he introduced it to me, it was you can grow M. oleifera and make extracts and spray your crops. So, I grew M. oleifera, took the leaves, put in water, take the water, spray my crops and I had very good, good quality crops. So, I went on like that for years from 2002 just using M. oleifera for enhancing growth of my crops. And some of the leftover I would put in the compost, make compost… In 2016, I started exporting M. oleifera”(F. 05)
3.2.2. Theme 2: Broiler Market Access
3.2.3. Theme 3: Benefits of M. oleifera for Broilers
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Characteristic | Location of Farm | |||
---|---|---|---|---|
HaMulima (%) n = 37 | Makhado (%) n = 52 | Sekhung (%) n = 40 | Randfontein (%) n = 36 | |
Gender | ||||
Male | 37.8 | 23.1 | 35 | 33.3 |
Female | 62.2 | 76.9 | 60 | 66.7 |
Prefer not to mention | 0 | 0 | 5 | 0 |
Total | 100 | 100 | 100 | 100 |
Age | ||||
20–40 | 21.6 | 42.3 | 42.5 | 19.4 |
41–50 | 18.9 | 38.5 | 10 | 19.4 |
51–60 | 21.7 | 15.4 | 30 | 30.6 |
>60 | 37.8 | 3.8 | 17.5 | 30.6 |
Total | 100 | 100 | 100 | |
Level of Education | ||||
Primary school | 18.0 | 0 | 12.5 | 2.8 |
High school | 51.0 | 57.7 | 60 | 55.6 |
Certificate | 8.0 | 9.6 | 7.5 | 0 |
Diploma | 14.9 | 23.1 | 10 | 16.6 |
Bachelor’s | 2.7 | 7.7 | 7.5 | 22.2 |
Prefer not to mention | 2.7 | 0 | 0 | 2.8 |
No formal education | 2.7 | 1.9 | 2.5 | 0 |
Total | 100 | 100 | 100 | 100 |
Employment status | ||||
Employed—full time | 2.7 | 5.8 | 10 | 0 |
Employed—part time | 2.7 | 0 | 2.5 | 0 |
Unemployed | 18.9 | 11.6 | 0 | 19.4 |
Self-employed | 54.1 | 76.9 | 75 | 80.6 |
Seeking opportunities | 2.7 | 3.8 | 7.5 | 0 |
Retired | 18.9 | 1.9 | 5 | 0 |
Total | 100 | 100 | 100 | 100 |
Marital status | ||||
Married | 51.4 | 44.2 | 52.5 | 44.4 |
Not married | 48.6 | 55.8 | 47.5 | 52.8 |
Prefer not to mention | 0 | 0 | 0 | 2.8 |
Total |
Location | Test of Homogeneity of Variance | ANOVA | ||||
---|---|---|---|---|---|---|
Means | ±Std. Error | Levene’s Statistic | Sig. | F | Sig. | |
HaMulima | 338.46 | 34.234 | 10.284 | 0.001 | 13.056 | 0.001 |
Makhado | 258.11 | 27.366 | ||||
Sekhung | 360.00 | 73.798 | ||||
Randfontein | 922.22 | 154.258 | ||||
Location differences | ||||||
Locations | Mean difference | Sig. | ||||
HaMulima-Randfontein | −664.114 * | 0.001 | ||||
Makhado-Randfontein | −583.761 * | 0.004 | ||||
Sekhung-Randfontein | −562.222 * | 0.011 |
Knowledge about the M. oleifera Tree | Location (%) | ||||
---|---|---|---|---|---|
HaMulima | Makhado | Sekhung | Randfontein | Total | |
Not at all | 51.4 | 17.3 | 25 | 13.9 | 33.9 |
Slightly know | 29.7 | 36.5 | 32.5 | 44.4 | 24.8 |
Somewhat know | 13.5 | 15.4 | 0 | 8.3 | 7.3 |
Moderately know | 2.7 | 21.2 | 27.5 | 22.2 | 21.8 |
Extremely know | 2.7 | 9.6 | 15.0 | 11.1 | 12.1 |
Variable | Likelihood Ratio | Degrees of Freedom | p-Value |
---|---|---|---|
Age | 19.755 | 12 | 0.144 |
Gender | 14.503 | 8 | 0.022 * |
Location | 33.480 | 12 | 0.003 * |
Level of education | 35.398 | 24 | 0.055 |
Marital status | 7.791 | 8 | 0.346 |
Type of broiler ownership | 8 | 0.320 |
Location (%) | |||||
---|---|---|---|---|---|
Source | HaMulima | Makhado | Sekhung | Randfontein | Total (%) |
Media | 22.7 | 34.9 | 10 | 38.9 | 25.86 |
Extension service | 0 | 0 | 5 | 2.8 | 1.72 |
Workshop | 13.6 | 6.9 | 22.5 | 27.8 | 15.52 |
Community | 36.4 | 39.5 | 27.5 | 22.2 | 35.34 |
Family | 27.3 | 18.7 | 25.0 | 0 | 21.55 |
Variable | Likelihood Ratio | Degrees of Freedom | p-Value |
---|---|---|---|
Age | 18.354 | 12 | 0.206 |
Gender | 16.602 | 8 | 0.020 * |
Location | 20.243 | 12 | 0.058 |
Level of education | 20.276 | 24 | 0.637 |
Marital status | 4.639 | 8 | 0.605 |
Type of broiler ownership | 10.939 | 8 | 0.472 |
Variables | Coefficient (B) | Standard Error | Exp (B) | p-Value |
---|---|---|---|---|
Age | −0.003 | 0.021 | 0.997 | 0.88 |
Gender | 1.738 | 0.802 | 5.687 | 0.03 a |
Level of education | −0.184 | 0.229 | 0.832 | 0.42 |
Location | 0.597 | 0.267 | 1.817 | 0.03 a |
Type of broiler ownership | −0.066 | 0.553 | 0.515 | 0.230 |
Number of broilers per cycle | 0.000 | 0.001 | 0.842 | 1.000 |
Constant | −2.611 |
Variable | Frequency | |
---|---|---|
Male | 4 | |
Female | 7 | |
Age range | 20–40 | 1 |
41–50 | 5 | |
51–60 | 3 | |
>60 | 2 | |
Education | Primary School | 1 |
High School | 4 | |
Bachelor’s degree | 2 | |
Master’s degree | 2 | |
Not mentioned | 2 | |
M. oleifera farming experience (years) | 1–3 | 0 |
4–7 | 4 | |
8–10 | 2 | |
>10 | 5 | |
Area allocated for M. oleifera cultivation (hectares) | 0–2 | 4 |
2.1–4 | 1 | |
4.1–8 | 3 | |
>8 | 3 |
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Lungu, N.S.; Maina, J.G.; Dallimer, M.; van Marle-Köster, E. The Potential of Moringa oleifera as a Sustainable Broiler Feed Additive: Investigating Awareness, Perceptions and Use by Broiler Farmers and Moringa Farmers in South Africa. Sustainability 2024, 16, 2208. https://doi.org/10.3390/su16052208
Lungu NS, Maina JG, Dallimer M, van Marle-Köster E. The Potential of Moringa oleifera as a Sustainable Broiler Feed Additive: Investigating Awareness, Perceptions and Use by Broiler Farmers and Moringa Farmers in South Africa. Sustainability. 2024; 16(5):2208. https://doi.org/10.3390/su16052208
Chicago/Turabian StyleLungu, Nobuhle S., Joyce G. Maina, Martin Dallimer, and Este van Marle-Köster. 2024. "The Potential of Moringa oleifera as a Sustainable Broiler Feed Additive: Investigating Awareness, Perceptions and Use by Broiler Farmers and Moringa Farmers in South Africa" Sustainability 16, no. 5: 2208. https://doi.org/10.3390/su16052208
APA StyleLungu, N. S., Maina, J. G., Dallimer, M., & van Marle-Köster, E. (2024). The Potential of Moringa oleifera as a Sustainable Broiler Feed Additive: Investigating Awareness, Perceptions and Use by Broiler Farmers and Moringa Farmers in South Africa. Sustainability, 16(5), 2208. https://doi.org/10.3390/su16052208