Linking Household Food Security and Food Value Chains in North West Mt. Kenya
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Sampling and Data Collection
2.3. Analysis
3. Results
3.1. Socio-Economic Characteristics of Sampled Households
3.2. Household Food Insecurity Access Scale Score and Household Food Insecurity Access Prevalence
3.3. Determinants of Household Food Security
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
In the Past Three Months, | No = 0 Yes = 1 DK * = 3 DA ** = 4 | If Yes, How Often Did This Happen 1 = Once per Month 2 = More than Once per Month | Domains of the Food Insecurity Construct | Assumed Severity of Food Security |
---|---|---|---|---|
1 Did you worry that your household would not have enough food due to lack of money or other resources? | Uncertainty and worry about food | Mild | ||
2 Did your household lack food due to lack of money or other resources? | Insufficient food quantity | Moderate | ||
3 Did your household not eat healthy food due to lack of money or other resources? | Inadequate food quality | Mild | ||
4 Did you or any household member eat a low diversity of foods due to lack of resources to obtain other types of food? | Inadequate food quality | Mild | ||
5 Did you or any household member skip breakfast, lunch or dinner because there was not enough food, lack of money or other resources? | Insufficient food quantity | Moderate | ||
6 Did you or any other household member eat less than he/she should because there was not enough food, lack of money or other resources? | Insufficient food quantity | Moderate | ||
7 Did you or any household member feel hungry but did not eat because of lack of food, money or other resources? | Insufficient food quantity | Severe | ||
8 Did you or any household member eat only once a day or go a whole day without eating anything because there was not enough food, lack of money or other resources? | Insufficient food quantity | Severe |
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Study Area | North West Mt. Kenya | ||
---|---|---|---|
Determination of Study Sites | 5 administrative sub-locations in 4 administrative locations based on areas that predominantly produce wheat, milk and beef | ||
Value Chain Actors | Wheat producers | Dairy producers | Beef producers |
Derivation of Sampling Frames | Random sample of 7 (out of 15) large-scale wheat farmers | Random sample of 5 (out of undetermined number) dairy co-operatives | Random sample of 6 (out of 13) community ranches |
Generation of Sub-Samples | Random (and snowball) sample of smallholder wheat farmers within 20 km radius of the sampled large scale farms | Random sample of smallholder dairy farmers using a list of 100 active farmers generated from the sampled co-operatives | Random sample of pastoral households using a list of 150 pastoralists generated from the sampled community ranches |
Sub-Sample Size | Fifty-eight smallholder wheat-producing households | Fifty smallholder diary-producing households | Sixty-seven beef-producing pastoralist households |
Total Sample | One hundred and seventy-five smallholder farming and pastoralist households |
HFIA Categories | Calculation |
---|---|
Food secure | HFIA category = 1 IF (Q1a = 0 or Q1a = 1) and Q2 = 0 and Q3 = 0 and Q4 = 0 and Q5 = 0 and Q6 = 0 and Q7 = 0 and Q8 = 0 |
Mildly Food Insecure | HFIA category = 2 IF (Q1a = 2 or Q3a = 1 or Q4a = 1) and Q2 = 0 and Q5 = 0 and Q6 = 0 and Q7 = 0 and Q8 = 0 |
Moderately Food Insecure | HFIA category = 3 IF (Q3a = 2 or Q4a = 2 or Q5a = 1 or Q6a = 1) and Q2 = 0 and Q7 = 0 and Q8 = 0 |
Severely Food Insecure | HFIA category = 4 IF Q5a = 2 or Q6a = 2 or Q2a = 1 or Q2a = 2 or Q7a = 1 or Q7a = 2 or Q8a = 1 or Q8a = 2 |
Variable | Definition and Measurement |
---|---|
vc_type | Value chain type (1 = beef, 2 = dairy, 3 = wheat, 4 = wheat and dairy) |
no_cattle | Number of cattle |
dist_sellingpoint | Distance to the selling point (km) |
access_extservices_yesno | Access to extension services (1 = yes, 0 = otherwise) |
membership_org | Membership to farmers group (1 = yes, 0 = otherwise) |
contact_ngos | Contact with Non-governmental organizations (1 = yes, 0 = otherwise) |
share_equipmentstools | Sharing equipment and tools (1 = yes, 0 = otherwise) |
access_credit_yesno | Access to financial credit (1 = yes, 0 = otherwise) |
logdaily_income | Daily income (KES) |
income_diversity | Number of income streams |
no_hhmembers | Number of household members |
access_electricity | Access to electricity (1 = yes, 0 = otherwise) |
enough_income2save | Enough income to make a saving (1 = yes, 0 = otherwise) |
borrwmeet_family_needs | Does household borrow to meet needs (1 = yes, 0 = otherwise) |
own_mobilephone | Own mobile phone (1 = yes, 0 = otherwise) |
own_bicycle | Own bicycle (1 = yes, 0 = otherwise) |
own_motorcycle | Own motorcycle (1 = yes, 0 = otherwise) |
own_television | Own television (1 = yes, 0 = otherwise) |
HFIAS score | Food insecurity score (range 0–16) |
Beef | Dairy | Wheat | Dairy and Wheat | All Value Chains | |
---|---|---|---|---|---|
Dependent Variable | |||||
Average HFIAS score | 13 | 2 | 2 | 3 | 5 |
Independent Variables | |||||
Means (continuous variables) | |||||
Number of cattle (TLU) | 14 | 4 | 2 | 5 | 6 |
Distance to selling point (km) | 4 | 1 | 0 | 0 | 1 |
Daily income (total of all income streams, KES) | 575 | 3479 | 1408 | 2366 | 1957 |
Number of income streams | 2 | 4 | 4 | 5 | 4 |
Household size | 6 | 4 | 4 | 4 | 5 |
Categorical variables (%) | |||||
Access to credit | 26.9 | 39.3 | 16.7 | 37.5 | 30.9 |
Access to electricity | 1.5 | 53.6 | 29.2 | 51.8 | 29.7 |
Borrow to meet family needs | 85.1 | 39.3 | 37.5 | 55.4 | 61.7 |
Enough income to save | 35.8 | 82.1 | 75.0 | 76.8 | 61.7 |
Own mobile phone | 85.1 | 100 | 100 | 100 | 94.3 |
Own television | 20.9 | 78.6 | 83.3 | 91.1 | 61.1 |
Membership to farmers group | 10.4 | 92.9 | 29.2 | 69.6 | 45.1 |
Own bicycle | 4.5 | 57.1 | 37.5 | 50.0 | 32.0 |
Own motorcycle | 22.4 | 21.4 | 41.7 | 26.8 | 26.3 |
Contact with NGOs | 7.5 | 14.3 | 20.8 | 30.4 | 17.7 |
Contact with government | 46.3 | 32.1 | 29.2 | 32.1 | 37.1 |
Share equipment and tools | 94.0 | 10.7 | 8.3 | 7.1 | 41.1 |
Access to extension services | 53.7 | 57.1 | 25.0 | 41.1 | 46.3 |
HFIAS Score | Beef | Dairy | Wheat | Dairy and Wheat | All Value Chains |
---|---|---|---|---|---|
0 | 4.5 | 60.7 | 66.7 | 51.8 | 37.1 |
1 | 0.0 | 3.6 | 4.2 | 1.8 | 1.7 |
2 | 1.5 | 10.7 | 4.2 | 10.7 | 6.3 |
3 | 0.0 | 0.0 | 8.3 | 1.8 | 1.7 |
4 | 3.0 | 7.1 | 8.3 | 8.9 | 6.3 |
5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
6 | 7.5 | 3.6 | 0.0 | 5.4 | 5.1 |
7 | 0.0 | 0.0 | 0.0 | 5.4 | 1.7 |
8 | 7.5 | 7.1 | 0.0 | 0.0 | 4.0 |
9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
10 | 1.5 | 7.1 | 4.2 | 8.9 | 5.1 |
11 | 1.5 | 0.0 | 0.0 | 1.8 | 1.1 |
12 | 4.5 | 0.0 | 0.0 | 1.8 | 2.3 |
13 | 7.5 | 0.0 | 0.0 | 1.8 | 3.4 |
14 | 6.0 | 0.0 | 4.2 | 0.0 | 2.9 |
15 | 3.0 | 0.0 | 0.0 | 0.0 | 1.1 |
16 | 52.2 | 0.0 | 0.0 | 0.0 | 20.0 |
HFIAP Categories | Beef | Dairy | Wheat | Dairy and Wheat | All Value Chains |
---|---|---|---|---|---|
Food secure | 4 | 64 | 71 | 54 | 39 |
Mildly food insecure | 0 | 11 | 4 | 11 | 5 |
Moderately food insecure | 6 | 11 | 13 | 13 | 10 |
Severely food insecure | 90 | 14 | 13 | 23 | 46 |
Parsimonious Model | Full Model | |||
---|---|---|---|---|
HFIAS score | Coefficient | Standard Error | Coefficient | Standard Error |
Dairy value chain | −1.827 *** | 0.276 | 0.003 | 0.600 |
Wheat value chain | −2.003 *** | 0.300 | −1.173 ** | 0.539 |
Dairy and wheat value chain | −1.482 *** | 0.212 | −0.112 | 0.548 |
Household size | 0.128 *** | 0.047 | ||
Income diversity | −0.034 | 0.078 | ||
Log daily income | −0.333 *** | 0.115 | ||
Access to credit | 0.079 | 0.190 | ||
Borrow to meet family needs | 0.499 ** | 0.195 | ||
Enough income to save | −0.510 *** | 0.165 | ||
Number of cattle | 0.010 | 0.010 | ||
Own bicycle | −0.423 * | 0.241 | ||
Own mobile phone | 0.285 | 0.309 | ||
Own television | −0.051 | 0.260 | ||
Own motorcycle | 0.164 | 0.198 | ||
Membership to farmer group | −0.402 * | 0.232 | ||
Access to extension services | −0.384 | 0.237 | ||
Contact with NGOs | 0.201 | 0.262 | ||
Share equipment and tools | −0.517 | 0.360 | ||
Distance to selling point | 0.018 | 0.033 | ||
Access to electricity | −0.587 ** | 0.258 | ||
Contact with government | 0.398 | 0.247 | ||
Own solar panel | −0.558 *** | 0.206 | ||
Share knowledge | 0.321 | 0.300 | ||
_cons | 2.538 *** | 0.135 | 3.512 *** | 0.878 |
Lnalpha _cons | 0.131 | 0.176 | −0.561 ** | 0.220 |
N | 175 | 175 | ||
Chi2 | 65.266 | 131.163 | ||
r2_p | 0.066 | 0.133 | ||
P | 0 | 0 |
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Mwangi, V.; Owuor, S.; Kiteme, B.; Giger, M.; Jacobi, J.; Kirui, O. Linking Household Food Security and Food Value Chains in North West Mt. Kenya. Sustainability 2020, 12, 4999. https://0-doi-org.brum.beds.ac.uk/10.3390/su12124999
Mwangi V, Owuor S, Kiteme B, Giger M, Jacobi J, Kirui O. Linking Household Food Security and Food Value Chains in North West Mt. Kenya. Sustainability. 2020; 12(12):4999. https://0-doi-org.brum.beds.ac.uk/10.3390/su12124999
Chicago/Turabian StyleMwangi, Veronica, Samuel Owuor, Boniface Kiteme, Markus Giger, Johanna Jacobi, and Oliver Kirui. 2020. "Linking Household Food Security and Food Value Chains in North West Mt. Kenya" Sustainability 12, no. 12: 4999. https://0-doi-org.brum.beds.ac.uk/10.3390/su12124999