Assessing the Contribution of Smallholder Irrigation to Household Food Security in Zimbabwe
Abstract
:1. Introduction
2. Materials and Methods
2.1. Research Approach
2.2. Study Area
2.3. Selection of Respondents
2.4. Data Collection Procedure
2.5. Data Analysis
- i
- Socioeconomic characteristics
- ii
- Household food security valuation
- iii
- Contribution of irrigation to food security
3. Results and Discussion
3.1. Description of the Farmers’ Socio-Economic Characteristics
3.2. Contribution of Access to Irrigation to Crop Production and Productivity
3.3. Contribution of Irrigation Access to Food Security
3.4. Food Insecurity Consumption Coping Strategies
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Food Groups | Weights |
---|---|
Main staples | 2 |
Pulses | 3 |
Vegetables | 1 |
Fruit | 1 |
Meat and fish | 4 |
Milk | 4 |
Sugar | 0.5 |
Oil | 0.5 |
Condiments | 0 |
Description of Variable | Unit/Code | Expected Sign |
---|---|---|
Age of household head | Years | + |
Gender of household head | 1 = male, 0 = female | + |
Education of household head | Years | + |
Household size | Number of persons | − |
Dependency ratio | Proportion per working-age members | − |
Farm size | Hectares | + |
Irrigation access | 1 = Irrigator, 0 = non-irrigator | + |
Farm income | USD | + |
Livestock holding (TLU) | TLU | + |
Extension frequency | Number of visits | + |
Variable | Description | Irrigators (%) | Non-Irrigators (%) | Chi-Square (p-Value) |
---|---|---|---|---|
Gender of household head | Male | 56.4 | 51 | 0.133 (0.716) |
Female | 43.6 | 49 | ||
Marital status of household head | Married | 80.8 | 85 | 7.223 ** (0.027) |
Divorced | 6.7 | 0 | ||
Widowed | 12.5 | 15 | ||
Education of household head | No formal education | 6.7 | 19 | 16.150 ** (0.001) |
Primary education | 19.5 | 13 | ||
Secondary education | 72.1 | 68 | ||
Tertiary education | 1.7 | 0 |
Variable | Measure | Farmer Type | t-Value | |
---|---|---|---|---|
Irrigators | Non-Irrigators | |||
Age (years) | Mean (Standard dev) | 51.9 (10.6) | 51.6 (8.4) | −0.324 |
Household size (number of persons) | Mean (Standard dev) | 4.9 (1.3) | 4.3 (0.9) | −3.995 ** |
Dependency ratio (proportion per working-age members) | Mean (Standard dev) | 0.5 (0.8) | 0.3 (0.4) | 2.669 ** |
Household labour (number of persons) | Mean (Standard dev) | 2.8 (1.1) | 2.5 (0.7) | −2.405 ** |
Farming experience (years) | Mean (Standard dev) | 15.8 (5.8) | 26.5 (8.6) | 14.677 ** |
Farm income (USD) | Mean (Standard dev) | 269.22 (114.4) | 96.12 (97.3) | 13.754 ** |
Food expenditure share (%) | Mean (Standard dev) | 25 (13.6) | 38.9 (13.7) | 8.945 ** |
Livestock owned (TLU) | Mean (Standard dev) | 3.1 (3.2) | 1.4 (1.4) | 4.988 ** |
Season | Type of Crop | Variable | Farmer Type | t-Values | |
---|---|---|---|---|---|
Irrigators | Non-Irrigators | ||||
Summer | Maize | Area planted (ha) | 1.14 | 0.03 | 25.849 ** |
Yield (t/ha) | 0.58 | 0.13 | 9.372 ** | ||
Quantity sold (t) | 0.30 | 0.01 | 21.750 ** | ||
Sorghum | Area planted (ha) | 0 | 0.01 | n/a | |
Yield (t/ha) | 0 | 0.04 | n/a | ||
Quantity sold (t) | 0 | 0.01 | n/a | ||
Sugar bean | Area planted (ha) | 0.04 | 0 | n/a | |
Yield (t/ha) | 0.54 | 0 | n/a | ||
Quantity sold (t) | 0.02 | 0 | n/a | ||
Winter | Green mealies | Area planted (ha) | 0.25 | 0 | n/a |
Yield (dozens/ha) | 3510 | 0 | n/a | ||
Quantity sold (dozens) | 850 | 0 | n/a | ||
Wheat | Area planted (ha) | 0.16 | 0 | n/a | |
Yield (t/ha) | 2.91 | 0 | n/a | ||
Quantity sold (t) | 0.47 | 0 | n/a |
Explanatory Variables | B | Wald | Sig. | Exp (B) |
---|---|---|---|---|
Age of farmer | 0.003 | 0.017 | 0.895 | 1.003 |
Gender of farmer | 0.377 | 0.886 | 0.347 | 1.458 |
Education of farmer | 0.016 | 0.076 | 0.783 | 1.016 |
Household size | −0.443 | 6.249 | 0.012 ** | 0.642 |
Dependency ratio | 0.515 | 1.385 | 0.239 | 1.673 |
Farm size | 0.156 | 0.723 | 0.395 | 1.169 |
Irrigation access | 3.477 | 18.646 | 0.000 ** | 32.357 |
Farm income | 0.010 | 12.140 | 0.000 ** | 1.010 |
Livestock holding (TLU) | 0.050 | 0.206 | 0.650 | 1.051 |
Extension frequency | −0.073 | 2.588 | 0.108 | 0.930 |
Constant | −0.070 | 0.002 | 0.968 | 0.932 |
Pearson χ2 | 5.377 | |||
Nagelkerke R2 | 0.608 | |||
N | 444 | |||
Log-likelihood | 184.936 | |||
Hosmer and Lemeshow Test | 0.717 |
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Mupaso, N.; Makombe, G.; Mugandani, R.; Mafongoya, P.L. Assessing the Contribution of Smallholder Irrigation to Household Food Security in Zimbabwe. Agriculture 2024, 14, 617. https://doi.org/10.3390/agriculture14040617
Mupaso N, Makombe G, Mugandani R, Mafongoya PL. Assessing the Contribution of Smallholder Irrigation to Household Food Security in Zimbabwe. Agriculture. 2024; 14(4):617. https://doi.org/10.3390/agriculture14040617
Chicago/Turabian StyleMupaso, Norman, Godswill Makombe, Raymond Mugandani, and Paramu L. Mafongoya. 2024. "Assessing the Contribution of Smallholder Irrigation to Household Food Security in Zimbabwe" Agriculture 14, no. 4: 617. https://doi.org/10.3390/agriculture14040617
APA StyleMupaso, N., Makombe, G., Mugandani, R., & Mafongoya, P. L. (2024). Assessing the Contribution of Smallholder Irrigation to Household Food Security in Zimbabwe. Agriculture, 14(4), 617. https://doi.org/10.3390/agriculture14040617