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Smallholder Dairy Commercialization Programme, IFAD Impact Assessment Surveys 2017

Kenya, 2017
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Reference ID
KEN_2017_SDCP-IIAS_v01_M_v01_A_OCS
Producer(s)
International Fund for Agricultural Development, International Livestock Research Institute, Research Solutions Africa, American Institutes for Research
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DDI/XML JSON
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Created on
Feb 23, 2023
Last modified
Feb 23, 2023
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Data file: anon_analysis_11

Variables: 464

Variables

country
hhid
SbjNum
Category
Treatment or control
county
County
division
Division
mlanguage_1
Main language of respondent: Kiswahili
mlanguage_2
Main language of respondent: English
mlanguage_3
Main language of respondent: Luhya
mlanguage_4
Main language of respondent: Kalenjin
mlanguage_5
Main language of respondent: Kikuyu
mlanguage_6
Main language of respondent: Other
hh_size
Household size
nworkage
Number of people in the working age group (14-64)
age05
Number of Children under the age of 5
hh_age
Age of household head
hh_female
Female head of the household
total_land
Total size of landholdings in acres
ln_total_land
Natural log of total size of landholdings
I_slope_plot_1
Slope of the plot: flat
I_slope_plot_2
Slope of the plot: slight slope
I_slope_plot_3
Slope of the plot: moderate slope
I_slope_plot_4
Slope of the plot: slope of the plot: steep or hilly
irrigation
Irrigation is available
landholdings_title
Total size of landholdings in acres purchased with title
nlocal_breed_owned
Number of local breed cattle owned
n_cows_local_breed_owned
Number of local breed cows owned
nexotic_breed_owned
Number of exotic breed cattle owned
n_cows_exotic_breed_owned
Number of exotic breed cows owned
ncrossed_breed_owned
Number of crossed breed cattle owned
n_cows_crossed_breed_owned
Number of crossed breed cows owned
n_cattle_sec4
Total number of cattle owned
n_cows_sec4
Total number of cows owned
female_cmoney
Female controls money from the sale of cattle
Q5_1
Households keep regular monitoring of their cattle (breeding/vaccination)
Q5_2A_1
Technology for [own bull service] is available
Q5_2C_1
Farmers used: Own Bull Service in the last 12 months
Q5_2D_1_2
Household female decides Other Bull Servise provider to use
Q5_2A_2
Technology for [other bull service] is available
Q5_2C_2
Farmers used: Other Bull Service in the last 12 months
Q5_2D_2_2
Household female decides Own Bull Servise provider to use
Q5_2A_3
Technology for [AI service] is available
Q5_2C_3
Farmers used: AI Service in the last 12 months
f_male_decide_breedservices
Fraction of decisions regarding breeding services made by male
f_female_decide_breedservices
Fraction of decisions regarding breeding services made by female
f_jointly_decide_breedservices
Fraction of decisions regarding breeding services made by jointly
Q5_2D_3_2
Household female decides AI Servise provider to use
animal_healthservice_1
Households have access to anthelmintics (deworming) animal health service
animal_healthservice_2
Households have access to tick vontrol animal health service
animal_healthservice_3
Households have access to vaccination animal health service
animal_healthservice_4
Households have access to curative treatment animal health service
animal_healthservice_5
Households do not have access to any animal health services
used_Q5_3C_1_2
Household used anthelmintics (deworming) animal health service
Q5_3E_1_4_2
Household female decides animal health servise [Anthelmintics (deworming)] to us
used_Q5_3C_2_2
Household used tick control animal health service
Q5_3E_2_4_2
Household female decides animal health servise [Tick Control ] to use
used_Q5_3C_3_2
Household used vaccination animal health service
Q5_3E_3_4_2
Household female decides animal health servise [Vaccination] to use
used_Q5_3C_4_2
Household used curative treatment animal health service
Q5_3E_4_4_2
Household female decides animal health servise [Currative Treatment] to use
system_keepingcattle_4
Zero grazing
bomafloor_concrete
Paddock/boma/stall floor is concrete
bomafloor_con_stone
Paddock/boma/stall floor is concrete/stone
feed_cropresidues
Households feed cattle crop residues
concentrate_feeds
Feeding cattle concentrate feeds, by-products, and mineral supplements
concentratefeeds_animaltype_1
Feed all animals with concentrate feeds/by-products/mineral supplements
concentratefeeds_animaltype_2
Feed cows only with concentrate feeds/by-products/mineral supplements
concentratefeeds_animaltype_3
Feed only lactating cows with concentrate feeds/by-products/mineral supplements
concentratefeeds_animaltype_4
Feed calves only with concentrate feeds/by-products/mineral supplements
concentratefeeds_animaltype_5
Feed other animals with concentrate feeds/by-products/mineral supplements
vary_feeding
Households vary feeding depending on stage of lactation
c_wateravailable_1
Water was available for cattle throughout the day yesterday
c_wateravailable_2
Water is available for cattle throughout the year
Q5_4_9
Farmers experiencing shortage of feeds from their farm
Q5_4_11_1
Cost of non-household labour in the last 7 days (in KES)
Q5_4_11_2
Cost of purchased fodder in the last 7 days (in KES)
Q5_4_11_3
Cost of growing fodder in the last 7 days (in KES)
Q5_4_11_4
Cost of purchased crop residues in the last 7 days (in KES)
Q5_4_11_5
Cost of concentrate feeds and by products in the last 7 days (in KES)
Q5_4_11_6
Cost of mineral supplements in the last 7 days (in KES)
Q5_4_11_7
Cost of water in the last 7 days (in KES)
Q5_4_11_8
Cost of marketing in the last 7 days (in KES)
Q5_4_11_9
Cost of transporting milk in the last 7 days (in KES)
Q5_4_11_10
Cost of transporting inputs in the last 7 days (in KES)
Q5_4_12_1
Cost of [Own Bull Service](in KES)
Q5_4_12_2
Cost of [Other Bull Service](in KES)
Q5_4_12_3
Cost of [AI](in KES)
Q5_4_12_4
Cost of animal health services--government veterinarian/AHA (in KES)
Q5_4_12_5
Cost of animal health services--cooperative veterinarian (in KES)
Q5_4_12_6
Cost of animal health services--SDCP veterinarian (in KES)
Q5_4_12_7
Cost of animal health services--private veterinarian/AHA (in KES)
Q5_4_12_8
Cost of animal health services--traditional herbalists (in KES)
Q5_4_12_9
Cost of animal health services--neighbour (in KES)
Q5_4_12_10
Cost of [Vaccinations](in KES)
Q5_4_12_11
Cost of [Tick control](in KES)
Q5_4_12_12
Cost of [De-worming (Anthelmintics)](in KES)
Q5_4_12_13
Cost of [Curative Treatment](in KES)
anybreeding_available
Technology for breeding service is available
used_anybreeding
female_decide_anytech
Household female decide on at least one breeding services to use
any_animal_healthservice
Households have access to at least one animal health service
used_any_animalhs
Household used at least one animal health service
female_decide_anyanimals
Household female decide on at least one animal health services to use
f_male_decide_animalservices
Fraction of decisions regarding animal health services made by male
f_female_decide_animalservices
Fraction of decisions regarding animal health services made by female
nanimalservices_from4567
% of HH in a village who accessed animal health services from: 4, 5, 6, or 7
p_protein_fodder
Purchases protein-rich fodder
feed_cropresidues_lc
Households feed local cattle crop residues
feed_cropresidues_ex
Households feed cross/exotic cattle crop residues
concentrate_feeds_lc
Feeding local cattle concentrate feeds, by-products, and mineral supplements
concentrate_feeds_ex
Feeding cross/exotic cattle concentrate feeds, by-products, and mineral suppleme
request_extvisit_2
Household female requested extension visit
request_fieldvisit_2
Household female requested field visit
request_otherdemo_2
Household female requested other demenstrations visit
cattle_ext_available
Cattle extension visits are available
cattle_fd_available
Cattle field days are available
cattle_demo_available
Cattle demonstrations are available
n_anyextension_available
Proportion of HH in a village who said: extension services are available
female_requested_anyext
Household female decide on at least one animal health services to use
informed_training_1
Informed about: Livestock best practices
informed_training_2
Informed about: Improved Fermentation of Milk best practices
informed_training_3
Informed about: Other milk processing and quality control best practices
informed_training_4
Informed about: Cattle best practices
informed_training_5
Informed about: Crop best practices
informed_training_6
Informed about: Organisational, managerial, bookkeeping, accounting, and fin
informed_training_7
Informed about: Fodder Establishment
informed_training_8
Informed about: Hay Making
informed_training_9
Informed about: Silage Making
informed_training_10
Informed about: Use of chaff cutter
informed_training_11
Informed about: Conservation (crop residues)
informed_training_12
Informed about: Animal registration
informed_training_13
Informed about: Fresh milk marketing
informed_training_14
Informed about: Value addition marketing (e.g., mala, yoghurt)
informed_training_15
Informed about: Group/Cooperative Milk Marketing
informed_training_16
Informed about: Market Information Searching
ntrainattend_1
Number of Livestock best practices attended
ntrainattend_2
Number of Improved Fermentation of Milk best practices attended
ntrainattend_3
Number of Other milk processing and quality control best practices attended
ntrainattend_4
Number of Cattle best practices attended
ntrainattend_5
Number of Crop best practices attended
ntrainattend_6
Number of Organisational, managerial, bookkeeping, accounting, and fin attended
ntrainattend_7
Number of Fodder Establishment attended
ntrainattend_8
Number of Hay Making attended
ntrainattend_9
Number of Silage Making attended
ntrainattend_10
Number of Use of chaff cutter attended
ntrainattend_11
Number of Conservation (crop residues) attended
ntrainattend_12
Number of Animal registration attended
ntrainattend_13
Number of Fresh milk marketing attended
ntrainattend_14
Number of Value addition marketing (e.g., mala, yoghurt) attended
ntrainattend_15
Number of Group/Cooperative Milk Marketing attended
ntrainattend_16
Number of Market Information Searching attended
adoptedtrain_1
Adopted Livestock best practices
adoptedtrain_2
Adopted Improved Fermentation of Milk best practices
adoptedtrain_3
Adopted Other milk processing and quality control best practices
adoptedtrain_4
Adopted Cattle best practices
adoptedtrain_5
Adopted Crop best practices
adoptedtrain_6
Adopted Organisational, managerial, bookkeeping, accounting, and fin
adoptedtrain_7
Adopted Fodder Establishment
adoptedtrain_8
Adopted Hay Making
adoptedtrain_9
Adopted Silage Making
adoptedtrain_10
Adopted Use of chaff cutter
adoptedtrain_11
Adopted Conservation (crop residues)
adoptedtrain_12
Adopted Animal registration
adoptedtrain_13
Adopted Fresh milk marketing
adoptedtrain_14
Adopted Value addition marketing (e.g., mala, yoghurt)
adoptedtrain_15
Adopted Group/Cooperative Milk Marketing
adoptedtrain_16
Adopted Market Information Searching
f_info_trainingtop
Fraction of training topics that households are informed about
femalereq_train_1
Household female requested: Livestock best practices training
femalereq_train_2
Household female requested: Improved Fermentation of Milk best practices trainin
femalereq_train_3
Household female requested: Other milk processing and quality control best pract
femalereq_train_4
Household female requested: Cattle best practices training
femalereq_train_5
Household female requested: Crop best practices training
femalereq_train_6
Household female requested: Financial planning training
femalereq_train_7
Household female requested: Fodder Establishment training
femalereq_train_8
Household female requested: Hay Making training
femalereq_train_9
Household female requested: Silage Making training
femalereq_train_10
Household female requested: Use of chaff cutter training
femalereq_train_11
Household female requested: Conservation (crop residues) training
femalereq_train_12
Household female requested: Animal registration training
femalereq_train_13
Household female requested: Fresh milk marketing training
femalereq_train_14
Household female requested: Value addition marketing (e.g., mala, yoghurt) train
femalereq_train_15
Household female requested: Group/Cooperative Milk Marketing training
femalereq_train_16
Household female requested: Market Information Searching training
f_adopted_bestpractice
Fraction of training topics that households have practiced or adopted
informed_cattlebestpract
ninformed_cattlebestpract
Proportion of HH in a village who are informed about cattle best practices
f_Q5_5_S
Fraction of financial service topics that households received information about
f_Q5_5_Z
Fraction of financial service topics that households practiced or adopted
nbelong_group_fun123
Proportion of HH in a village who belong to groups that provide functions:1,2,3
nyear_milkproduction
Number of years producing milk
age_fcalving_allbreed
Average age at first calving for all breeds
age_fcalving_breed_1
Age at first calving by breed: Exotic (e.g. Fresian/Holstein, Ayshire, Guernsey,
age_fcalving_breed_2
Age at first calving by breed: Local (e.g. Zebu or Boran)
age_fcalving_breed_3
Age at first calving by breed: Crossed breed
parity_allbreed
Average parity (number of live and/or still-births) for all breeds
parity_breed_1
Parity (number of live and/or still-births) for breed: Exotic (e.g. Fresian/Hols
parity_breed_2
Parity (number of live and/or still-births) for breed: Local (e.g. Zebu or Boran
parity_breed_3
Parity (number of live and/or still-births) for breed: Crossed breed
calvint_allbreed
Average calving interval for all breeds
calvint_breed_1
Calving interval for breed: Exotic (e.g. Fresian/Holstein, Ayshire, Guernsey, Je
calvint_breed_2
Calving interval for breed: Local (e.g. Zebu or Boran)
calvint_breed_3
Calving interval for breed: Crossed breed
laclength_allbreed
Average lactation length for all breeds
laclength_breed_1
Lactation length for breed: Exotic (e.g. Fresian/Holstein, Ayshire, Guernsey, Je
laclength_breed_2
Lactation length for breed: Local (e.g. Zebu or Boran)
laclength_breed_3
Lactation length for breed: Crossed breed
calv_milkprodper_breed_1
Total milk produced at calving by breed: Exotic (e.g. Fresian/Holstein, Ayshire,
calv_milkprodper_breed_2
Total milk produced at calving by breed: Local (e.g. Zebu or Boran)
calv_milkprodper_breed_3
Total milk produced at calving by breed: Crossed breed
yday_milkprodper_breed_1
Total milk produced by breed: Exotic (e.g. Fresian/Holstein, Ayshire, Guernsey,
yday_milkprodper_breed_2
Total milk produced by breed: Local (e.g. Zebu or Boran)
yday_milkprodper_breed_3
Total milk produced by breed: Crossed breed
n_cows
Number of milking cows
cow_diversity
Cattle Diversity
tot_milkproduc
Total milk production at calving
yday_tot_milkproduc
Total milk production
use_milkpractice_1
Use practice: Cleaning of milking area when milking cows
use_milkpractice_2
Use practice: Feeding off the ground in a trough or pot when milking cows
use_milkpractice_3
Use practice: Cleaning of hands before milking when milking cows
use_milkpractice_4
Use practice: Cleaning of hands after milking when milking cows
use_milkpractice_5
Use practice: Cleaning the cows teat before milking when milking cows
Q6_3_1A
Farmers sold milk in the morning
Q6_3_1B
Farmers sold milk in the evening
m_milklitre_sold
Total litres of milk sold in the morning (yesterday)
e_milklitre_sold
Total litres of milk sold in the evening (yesterday)
Q6_3_9
Litres of milk consumed yesterday
Q6_3_11
Litres of milk lost yesterday
fm_milklitre_sold
Total litres of fermented milk sold in the morning
e_fmilklitre_sold
Total litres of fermented milk sold in the evening (yesterday)
Q6_3_20
Litres of fermented milk consumed
Q6_3_22
Litres of fermented milk lost
soldmilkk_me
tot_milklitre_sold
Total litres of milk sold (yesterday)
I_soldmilk
Household sold milk yesterday
me_milk_price
Average price of milk/litre (yesterday)
dairyg_milkprice
Median price of milk within a dairy group
female_manages_freshmilk_sale
Household female manges money from fresh milk sold in the morning or evening
tot_milk_scl
Total litres of milk sold, consumed, or lost
tot_val_milk
Total value of milk
tot_val_milk2
Total value of milk
tot_ferm_milklitre_sold
Total litres of fermented milk sold (yesterday)
me_ferm_milk_price
Average price per litre of fermented milk (morning and evening)
dairyg_ferm_milkprice
Median price of fermented milk within a dairy group
female_manages_fermmilk_sale
Household female manges money from fermented milk sold in the morning or evening
tot_ferm_milk_scl
Total litres of fermented milk sold, consumed, or lost
tot_val_ferm_milk
Total value of fermented milk
Q8A1
Consumed cereals/grains in the last 7 days
Q8B1
Consumed potatoes/yams/cassava in the last 7 days
Q8C1
Consumed vegetables in the last 7 days
Q8D1
Consumed fruits in the last 7 days
Q8E1
Consumed beans/peas/lentils/nuts in the last 7 days
Q8F1
Consumed red meats/other organ meats in the last 7 days
Q8G1
Consumed poultry in the last 7 days
Q8H1
Consumed eggs in the last 7 days
Q8I1
Consumed fresh/dried fish/shellfish in the last 7 days
Q8J1
Consumed milk/cheese/yogurt/other milk product in the last 7 days
Q8K1
Consumed oils and fats product in the last 7 days
Q8L1
Consumed sweets/sugar/honey in the last 7 days
Q8M1
Q8M1- In the last 7 days have you or anyone in your household consumed Any other
qk_HDDS
household dietary diversity score (HDDS)
Q8A2
Consumed cereals/grains in the last 24 hours
Q8B2
Consumed potatoes/yams/cassava in the last 24 hours
Q8C2
Consumed vegetables in the last 24 hours
Q8D2
Consumed fruits in the last 24 hours
Q8E2
Consumed beans/peas/lentils/nuts in the last 24 hours
Q8F2
Consumed red meats/other organ meats in the 24 hours
Q8G2
Consumed poultry in the last 24 hours
Q8H2
Consumed eggs in the last 24 hours
Q8I2
Consumed fresh/dried fish/shellfish in the 24 hours
Q8J2
Consumed milk/cheese/yogurt/other milk product in the last 24 hours
Q8K2
Consumed oils and fats product in the last 24 hours
Q8L2
Consumed sweets/sugar/honey in the last 24 hours
Q8M2
Consumed condiments/coffee/tea including milk in tea in the last 24 hours
Q9_1
Household owns asset: Plough
Q9_2
Household owns asset: Animal cart
Q9_3
Household owns asset: Wheelbarrow
Q9_4
Household owns asset: Planter
Q9_5
Household owns asset: Knapsack sprayer
Q9_6
Household owns asset: Motorized sprayer
Q9_7
Household owns asset: Thresher
Q9_8
Household owns asset: Grinder
Q9_9
Household owns asset: Hand Hammer Mill
Q9_10
Household owns asset: Grinding Hammer Mill (Powered)
Q9_11
Household owns asset: Rump Presses/Oil Expeller
Q9_12
Household owns asset: Sheller
Q9_13
Household owns asset: Watering can
Q9_14
Household owns asset: Hoe Jembe
Q9_15
Household owns asset: Machete (Panga)
Q9_16
Household owns asset: Axe
Q9_17
Household owns asset: Sickle
Q9_18
Household owns asset: Cattle Pen
Q9_19
Household owns asset: Trough
Q9_20
Household owns asset: Pick
Q9_21
Household owns asset: Hammer
Q9_22
Household owns asset: Shovel/Spade
Q9_23
Household owns asset: Hand saw
Q9_27
Household owns asset: Small/Hand Driven Tractor
Q9_28
Household owns asset: 4-Wheel Tractor
Q9_29
Household owns asset: Chaff cutter
Q9_30
Household owns asset: Greenhouse
Total: 464
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