The Contribution of Trees and Green Spaces to Household Food Security in eThekwini Metro, KwaZulu-Natal
Abstract
:1. Introduction
2. Methodology
2.1. The Study Setting
2.2. The Selection of Respondents
2.3. Research Design
2.4. Data Analysis
2.4.1. Computing the HFIAS
2.4.2. The HFIAS Survey Questions
2.4.3. The Instrumental Variable Poisson Model
3. Results
3.1. Socio-Demographic Profiles of the Respondents
3.2. Household Food Insecurity Prevalence
3.3. The Instrumental Variable Poisson Model
4. Discussion
5. Conclusions and Recommendations
6. Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Did Your Household Face the Following Problems in the Past Four Weeks | Yes | Rarely | Sometimes | Often | ||||
---|---|---|---|---|---|---|---|---|
Freq. | % | Freq. | % | Freq | % | Freq. | % | |
Worry that your household would not have enough food? | 175 | 62.5 | 87 | 31.1 | 72 | 25.7 | 16 | 5.7 |
Unable to eat the kinds of foods you preferred because of a lack of resources? | 183 | 65.4 | 86 | 30.7 | 69 | 24.6 | 28 | 10 |
Eat a limited variety of foods due to a lack of resources? | 170 | 60.7 | 81 | 28.9 | 73 | 26.1 | 18 | 6.4 |
Eat some foods that you did not want to eat because of a lack of resources to obtain other types of food? | 170 | 60.7 | 81 | 28.9 | 73 | 26.1 | 18 | 6.4 |
Eat a smaller meal than you felt you needed because there was not enough food? | 162 | 57.9 | 74 | 26.4 | 78 | 27.9 | 12 | 4.3 |
Eat fewer meals in a day because there was not enough food? | 149 | 53.2 | 68 | 24.3 | 66 | 23.6 | 15 | 5.4 |
Was there ever no food to eat of any kind in your household because of a lack of resources to get food? | 127 | 45.4 | 42 | 15 | 68 | 24.3 | 17 | 6.1 |
Go to sleep hungry because there was not enough food? | 46 | 16.4 | 33 | 11.8 | 6 | 2.1 | 5 | 1.8 |
Go a whole day and night without eating anything because there was not enough food? | 18 | 6.4 | 7 | 2.5 | 9 | 3.2 | 2 | 0.7 |
Osindisweni | Maphephetheni | |
---|---|---|
Sex of the respondents | ||
Male | 18.4% | 26.5% |
Female | 81.6% | 73.5% |
Household composition | ||
Nuclear | 98.7% | 94.1% |
Polygamous | 1.3% | 5.9% |
Level of education | ||
Primary | 14.5% | 20.6% |
Secondary | 63.2% | 56.6% |
Tertiary | 13.2% | 13.2% |
No education | 9.2% | 9.3% |
Marital status | ||
Married | 65.8% | 57.4% |
Single | 18.4% | 23% |
Separated | 6.5% | 7.4% |
Widowed | 9.2% | 12.3% |
Source of regular meals | ||
Trees and green spaces | 12% | 28.8% |
Bought from markets | 64% | 51.7% |
From friends and relatives | 24% | 19.5% |
Farming and gardening | ||
Communal gardens | 2% | 2.9% |
Backyard gardens | 90.7% | 93% |
Livestock | ||
Cattle | 17.3% | 12.2% |
Goats | 34.7% | 22.4% |
Sheep | 1.3% | 1% |
Poultry | 40% | 35.1% |
Income | 30% | 23% |
Friends and family | 72% | 41% |
Social and government grants | - | 2% |
Crafts, medicine, and fuel-wood sales | - | 2% |
Livestock sales | - | 1% |
Crop, fruit, and vegetable sales | 16% | 16% |
Pension | 40% | 46% |
Part-time employment | 15% | 17% |
Full-time employment |
HFIAS | Coef. | St.Err. | dy/dx | Std. | p-Value |
---|---|---|---|---|---|
Cultivated green spaces | −0.097 | 0.030 | −0.691 | 0.215 | 0.001 ** |
Non-cultivated green spaces | 0.140 | 0.030 | 0.992 | 0.211 | 0.000 *** |
Local trees | 0.059 | 0.014 | 0.422 | 0.101 | 0.000 *** |
Wealth Index: Non-Agricultural Related Assets and Agricultural Related Assets | −0.146 | 0.022 | −1.041 | 0.159 | 0.000 *** |
Gender of household head | −0.186 | 0.054 | −1.324 | 0.384 | 0.001 *** |
Age of household head | 0.006 | 0.002 | 0.040 | 0.011 | 0.000 *** |
Marital status of household head | 0.107 | 0.016 | 0.758 | 0.112 | 0.000 *** |
Household size | 0.012 | 0.009 | 0.088 | 0.063 | 0.162 |
Education level of the head of household | −0.072 | 0.027 | −0.512 | 0.190 | 0.007 *** |
Number of dependents | 0.021 | 0.010 | 0.152 | 0.071 | 0.031 ** |
Monthly Income | 0.000 | 0.000 | −0.001 | 0.000 | 0.000 *** |
Grants | −0.315 | 0.116 | −2.239 | 0.825 | 0.007 *** |
Access to training, agricultural assistance, extension, and advisory services | −0.057 | 0.101 | −0.404 | 0.721 | 0.575 |
Constant | 2.164 | 0.135 | *** | ||
Mean dependent var | 7.107 | ||||
Pseudo r-squared | 0.114 | ||||
Chi-square | 314.296 | ||||
Akaike crit. (AIC) | 2476.966 | ||||
Bayesian crit. (BIC) | 2527.853 | ||||
Prob > chi2 | 0.000 |
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Bhebhe, Q.N.; Ngidi, M.S.C.; Siwela, M.; Ojo, T.O.; Hlatshwayo, S.I.; Mabhaudhi, T. The Contribution of Trees and Green Spaces to Household Food Security in eThekwini Metro, KwaZulu-Natal. Sustainability 2023, 15, 4855. https://doi.org/10.3390/su15064855
Bhebhe QN, Ngidi MSC, Siwela M, Ojo TO, Hlatshwayo SI, Mabhaudhi T. The Contribution of Trees and Green Spaces to Household Food Security in eThekwini Metro, KwaZulu-Natal. Sustainability. 2023; 15(6):4855. https://doi.org/10.3390/su15064855
Chicago/Turabian StyleBhebhe, Qhelile Ntombikayise, Mjabuliseni S. C. Ngidi, Muthulisi Siwela, Temitope O. Ojo, Simphiwe Innocentia Hlatshwayo, and Tafadzwanashe Mabhaudhi. 2023. "The Contribution of Trees and Green Spaces to Household Food Security in eThekwini Metro, KwaZulu-Natal" Sustainability 15, no. 6: 4855. https://doi.org/10.3390/su15064855
APA StyleBhebhe, Q. N., Ngidi, M. S. C., Siwela, M., Ojo, T. O., Hlatshwayo, S. I., & Mabhaudhi, T. (2023). The Contribution of Trees and Green Spaces to Household Food Security in eThekwini Metro, KwaZulu-Natal. Sustainability, 15(6), 4855. https://doi.org/10.3390/su15064855