Submitted:
25 March 2024
Posted:
25 March 2024
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Survey Data
2.2. Statistical Analysis
2.3. Herd Vitality
2.4. Sustainability Evaluation
3. Results and Discussion
3.1. Breeders Indicators
3.2. Economic Metrics
3.3. Herd Management Pointers
3.4. Sustainability Assessment
4. Conclusions
Acknowledgments
Author Contributions
Funding
Conflicts of Interest
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
References
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| Indicators | Level of education | Land ownership | Land cultivation | Fodder cultivation |
|---|---|---|---|---|
| Experience of breeder/ Years | 0.89** | 0.80** | 0.82** | 0.86** |
| Level of education | 0.79** | 0.83** | 0.84** | |
| Land ownership | 0.96** | 0.73** | ||
| Land cultivation | 0.76** |
| S.O.V | DF | Mean Square | |||
|---|---|---|---|---|---|
| Annual return | Pr>F | Revenue/ Animal | Pr>F | ||
| Land ownership | 1 | 7799.690 | 0.84 | 37.38126 | 0.43 |
| Land cultivation (Crops) | 1 | 1608904.51 | 0.01 | 0.06169 | 0.97 |
| Fodder cultivation | 1 | 491148.42 | 0.12 | 3.86538 | 0.80 |
| Lamb sales% | 1 | 610598.72 | 0.08 | 245.27786 | 0.04 |
| Kids sales % | 1 | 263846.88 | 0.26 | 2.15647 | 0.85 |
| Random Error | 47 | 203462.91 | 59.78057 | ||
| S.O.V | DF | Mean Square | Pr>F |
|---|---|---|---|
| Education Level | 2 | 14045.57 | 0.17 |
| Experience/ years | 1 | 16676.19 | 0.14 |
| Age of Breeder/ years | 1 | 31574.82 | 0.04 |
| Experience × Education Level | 2 | 12673.41 | 0.20 |
| Age of Breeder × Education Level | 2 | 12450.66 | 0.20 |
| Age of Breeder × Experience | 1 | 12712.96 | 0.20 |
| Random Error | 43 | 7685.23 |
| Tables | DF | Values | Prob. |
|---|---|---|---|
| Males Replacement × Mortality Age /month | 10 | 16.16 | 0.09 |
| Males Replacement × Lamb Mortality % | 27 | 22.61 | 0.70 |
| Males Replacement × Kids Mortality % | 14 | 12.58 | 0.55 |
| Males Replacement × Breeder Experience /years | 9 | 19.07 | 0.02 |
| Males Replacement × Level of Education | 2 | 0.10 | 0.95 |
| S.O.V | DF | Mean Square | |||||
|---|---|---|---|---|---|---|---|
| Lamb mortality% | Pr>F | Kids mortality% | Pr>F | Mortality age/ month | Pr>F | ||
| Other animals | 1 | 1.51987 | 0.38 | 1.09900 | 0.01 | 3.42165 | 0.61 |
| Mortality Months | 1 | 3.99646 | 0.15 | 0.13142 | 0.36 | 286.34653 | 0.01 |
| Level of education | 2 | 3.04641 | 0.21 | 0.04281 | 0.76 | 1.52911 | 0.89 |
| Experience/ years | 1 | 7.16296 | 0.04 | 0.06118 | 0.53 | 8.36724 | 0.42 |
| Weaning age /day | 1 | 1.72492 | 0.35 | 0.47220 | 0.09 | 21.61732 | 0.20 |
| Random Error | 46 | 1.93972 | 0.15905 | 13.14442 | |||
| Herds | Rams % |
Ewe not lambing% | Ewe lambing % |
All lambs % |
Lamb sales % |
Lamb mortality% |
|---|---|---|---|---|---|---|
| Sheep% | -0.08 | -0.18 | 0.21 | -0.06 | 0.42** | -0.50** |
| Rams% | -0.06 | -0.42** | -0.44** | 0.18 | 0.26 | |
| Ewes not lambing% | -0.88** | -0.15 | -0.01 | -0.03 | ||
| Ewes lambing% | 0.33* | -0.06 | -0.11 | |||
| All lambs% | -0.75** | -0.21 | ||||
| Lamb sales% | -0.47** | |||||
| Bucks% | Non-kidding doe % | Kidding doe % | All kids % | Kids sales % |
Kids mortality % | |
| Goats% | -0.38** | -0.03 | 0.17 | -0.33* | 0.35** | 0.07 |
| Bucks% | 0.15 | -0.56** | 0.035 | -0.29* | 0.043 | |
| Non-kidding doe % | -0.90** | 0.10 | -0.13 | -0.19 | ||
| Kidding doe % | -0.07 | 0.24 | 0.12 | |||
| All kids% | -0.06 | -0.77** | ||||
| Kids sales% | -0.55** |
| Indicators | Sheep | ||||
|---|---|---|---|---|---|
| Sheep % |
Ewes birth % | Lambs % |
Lamb survival % | Lamb sales % |
|
| Averages | 56.5 | 95.4 | 25.3 | 96.9 | 18.0 |
| Above average | 47.2 | 60.4 | 37.7 | 75.5 | 56.6 |
| Below average | 52.8 | 39.6 | 62.3 | 24.5 | 43.4 |
| Sustainability assessment | - | + | - | + | + |
| Indicators | Goats | ||||
|---|---|---|---|---|---|
| Goats % | Doe birth % | Kids % |
Kid survival % | Kid sales % |
|
| Averages | 43.5 | 95.4 | 23.4 | 94.9 | 17.9 |
| Above average | 45.3 | 54.7 | 52.8 | 47.2 | 69.8 |
| Below average | 54.7 | 45.3 | 47.2 | 52.8 | 30.2 |
| Sustainability assessment | - | + | + | - | + |
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