Household's location
Household's sublocation
Number of cattle owned by the household
Number of sheep owned by the household
Number of goats owned by the household
Number of camels owned by the household
Number of donkeys owned by the household
Number of chicken owned by the household
Number of beehives owned by the household
Breed of cattle owned by the household
Breed of sheep owned by the household
Breed of goats owned by the household
Number of years the household has been rearing cattle
Number of years the household has been rearing sheep
Number of years the household has been rearing goats
Number of years the household has been rearing chicken
Number of years the household has been rearing bees
Purpose for rearing cattle
Purpose for rearing sheep
Purpose for rearing goats
Purpose for rearing chicken
How the initial stock of cattle was acquired
How the initial stock of sheep was acquired
How the initial stock of goats was acquired
How the initial stock of chicken was acquired
Land allocated to livestock enterprise
Proportion of land allocated to livestock
If the household grows maize
If the household grows beans
If the household grows millet
If the household grows sorghum
If the household grows groundnuts
If the household grows mangoes
Number of bags harvested per acre of maize
Total land size owned by the household in acres
Land size allocated by clan in acres
Land size inherited from parents
Land size bought in acres
Land size rented in acres
Land size leased in acres
Land tenure system
If the household posses a title deed for the land
If the household has access to communally owned grazing land
Location of communally owned grazing land
Distance moved in search of water and pasture in dry season
Distance moved in search of water and pasture in wet season
Challanges with communally accessed grazing land
If the household has been affected by drought related shocks in the last 12 mont
If the household has been affected by livestock disease shocks  in the last 12 m
If the household has been affected by crop pests and disease shocks in the last
If the household has been affected by conflicts with neighbouring communities
If the household has a member suffering from a chronic illness
If the household has been affected by market related shocks in the last 12 month
If the househld has been affected by human wildlife conflicts
Death of househld member
Number of times drought occured in the last 12 months
Number of times livesto ck were affected with diseasesin the last 12 months
Number of times crop pests and diseases occured in the last 12 months
Number of times conflicts with neighbouring communities occured in the last 12 m
Number of times human wildlife conflicts occured in the last 12 months
The duration of the drought period when it last occured
The duration of the livestock diseases when it last occured
The duration of the crop pests and diseases when it last occured
Monetary value of losses incurred attributed to droughts
Monetary value of losses incurred attributed to livestock diseases
Monetary value of losses incurred attributed to crop pests and diseases
Monetary value of losses incurred attributed to conflicts with neighbouring comm
Monetary value of losses incurred attributed to human wildlife conflicts
Total loss caused by shocks
Proportion of losses over total income
Quality deteroriation of livestock due to drought
Livestock death due to droughts
Loss of assets as a result of drought
Loss of income as a result of drought
Loss of crops as a result of drought
Cattle rustling due to drought
Human lives lost due to drought
Quality deteroriation of livestock due to livestock diseases
Livestock death due to livestock diseases
Asset loss due to livestock diseases
Income loss due to livestock diseases
Crop loss due to crop diseases
Income loss due to crop diseases
Livestock death due to conflicts with neighbouring communities
Cattle rustled due to conflicts with neighbouring communities
Human lives lost due to conflicts with neighbouring communities
Loss of income due to market related shocks
Livestock death to human wildlife conflict
Income loss due to human wildlife conflict
Used savings to cope up with drought related shocks
Sold assets to cope up with drought related shocks
Borrowed to cope up with drought related shocks
Migrated to cope up with drought related shocks
Received aid from government and/or non government organizations to cope up with
Received support from social groups to cope up with drought related shocks
Sent some children and family members to other relatives and friends to cope up
Fed on wild fruits and tree leaves to cope up with drought related shocks
Used savings to cope up with livestock diseases
Sold assets to cope up with livestock diseases
Borrowed to cope up with livestock diseases
Received support from social groups to cope up with livestock diseases
Used savings to cope up with crop diseases
Sold assets to cope up with crop diseases
Received support from socail groups to cope up with crop diseases
Borrowed to cope up with crop diseases
Used savings to cope up with conflicts with neighbouring communities
Sold assets to cope up with conflicts with neighbouring communities
Migrated to cope up with conflicts with neighbouring communities
Received support from social groups to cope up with conflicts with neighbouring
Used savings to cope up with human wildlife conflicts
Sold assets to cope up with human wildlife conflicts
Borrowed to cope up with human wildlife conflicts
Received support from social groups to cope up with human wildlife conflicts
Used savings to cope up with chronic illness
Sold assets to cope up with chronic illness
Borrowed to cope up with chronic illness
Received support from social groups to cope up with chronic illness
If the household has diversified on - farm activities
If the household has diversified off - farm activities
If the household has adopted better farming practices
If the household has increased their savings to cushion in the event of shocks
If the household moved to a different area less prone to shocks
If the household joined some peace initiative for conflict resolution
Shocks that occur concurrently
What shock had the biggest impact on the household
If the household received any form of support from social safety nets
If the household received support from family members and relatives
If the household received support from friends
If the household received support from group members
If the household received support from NGO's and churches
If the household received support from national government programmes
If the household received support from county government programmes
Type of support received from family members
Type of support received from friends
Type of support received from group members
Type of support received from Non government organizations and churches
Type of support received from the national government
Type of support received from the county government
To what extent did the help received from family and relatives help you manage t
To what extent did the help received from friends help you manage the shock
To what extent did the help received from group members help you manage the shoc
To what extent did the help received from NGO's and church help you manage the s
To what extent did the help received from national government programmes help yo
To what extent did the help received from the county government help you manage
If the household has diverified the herd composition
If the household stocks improved livestock breeds
If the household has enclosed the land on his farm
If thehousehold conserves pasture and crop residues
If the household's livestock has been vaccinated
If the household has an insurance policy cover for the livestock
If the household has diversified the type of crops grown
If the household plants drought tolerant varieties
If the household grows some crop under irrigation
If the household took some insurance cover for the crops
If the household practices afforestation on the land
If the household has terraces on the land owned
If the household uses organic manure on the farm
If the household uses chemical fertilizer on the farm
If the household has ever changed the livestock breed type
Initial cattle breed
Initial goats breed
Initial sheep breed
Current cattle breed
Current goat breed
Current sheep breed
Motive for breed change
Challange with the new breed
If the household has an insurance policy covering crops and/ or livestock in the
The type of insurance policy owned
The provider of the insurance policy
Amount of premium paid
Mode of premium payment
Challanges with the current insurance premium
Reason why the household does not have an insurance policy
If the household is willling to pay for an insurance policy
If the household splits the herd during drought
If the household increases the herd size during rainy season
If the household stocks grazers and browsers
If the household stocks female dominated herds
If the household grazes livestock at night during drought season
If the household grazes livestock in groups with other pastoralists
If the household uses browse trees for livestock food
If the household grazes livestock on crops fields after harvest
If the household feeds livestock on naturally occuring salts
If there is a restriction on the maximum herd size per household on communal gra
If the community practices rotational access on communal grazing land
If a penalty is imposed on households violating rules of use of communal grazing
If the household names its livestock
If the household has branded its livestock
If the household uses body nomenclature to identify livestock
If the household coincides livestock calving with wet season
If the household moves its livestock to higher grounds during wet seasons to red
If there is controlled burning of pasture grounds to reduce parasite and disease
If the household uses wild herbs and trees to treat livestock diseases
If the household participates in any governance institutions
If the household participates in community level groups
If the household participates in county level committees and programmes
If the household participates in national level committees and programmes
The role played by the respondent in community level group
The role played by the respondent in county government committee
The role played by the respondent in national level programmes
The number of meetings attended in community level groups in the last 12 months
The number of meetings attended in county level committees in the last 12 months
The number of meetings attended in national government programmes in the last 12
Services provided at the community level group that the household participates
Services provided at the county level committee that the household participates
Services provided at the national government committee that the household partic
Challanges encountered in participating at community level governance institutio
Challanges encountered in participating at county level governance institutions
Challanges encountered in participating at national level governance institution
If the household participates in fodder growing promoted by the county governmen
If the household participates in breeding programme promoted by the county gover
If the household participates in having enclosures on own land promoted by the c
If the household participates in artificial insemination promoted by the county
If the household participates in livestock vaccination promoted by the county go
If the household participates in fruit growing growing promoted by the county go
If the household participates in bee keeping promoted by the county government /
If the household participates camel rearing promoted by the county government /
What motivated household to participate in growing fodder crops
What motivated household to participate in improving livestock breed
What motivated household to participate in having enclosures
What motivated household to participate in artificial insemination programme
What motivated household to participate in the vaccination programme
What motivated household to participate in fruit growing project
What motivated household to participate in bee keeping project
What motivated household to participate in camel rearing project
Household most perceived impact of participation in these development projects
Challanges encountered in participation in these projects
If the household participates in cattle market
If the household participates in goats market
If the household participates in sheep market
If the household participates in chicken market
If the household participates in milk market
If the household participates in honey market
If the household participates in maize market
If the household participates in mangoes market
Type of market that the household sells its cattle
Type of market that the household sells its goats
Type of market that the household sells its sheep
Type of market that the household sells its chicken
Type of market that the household sells its milk
Type of market that the household sells its maize
Type of market that the household sells its mangoes
Average price received in the market for cattle sold
Average price received in the market for goats sold
Average price received in the market for sheep sold
Average price received in the market for chicken sold
Average price of a litre received in the market for the milk sold
Average price received in the market for 90 kg bag of maize
Average return distance to the nearest market
Total value received from commodities sold in the markets
Total value spend on commodities bought in the market
Gender participation in catlle market
Gender participation in goats market
Gender participation in sheep market
Gender participation in chicken market
Gender participation in milk market
Gender participation in maize market
Gender participation in mangoes market
Challanges encountered in cattle market
Challanges encountered in goats market
Challanges encountered in sheep market
Challanges encountered in chicken market
Challanges encountered in milk market
Challanges encountered in maize market
Challanges encountered in mangoes market
Number of catlle consumed at home in the last 12 months
Number of catlle sold in the last 12 months
Number of catlle given away as gifts in the last 12 months
Number of cattle stolen in the last 12 months
Number of catlle died in the last 12 months
Number of goats consumed at home in the last 12 months
Number of goats sold in the last 12 months
Number of goats given away as gifts in the last 12 months
Number of goats stolen in the last 12 months
Number of goats died in the last 12 months
Number of sheep consumed at home in the last 12 months
Number of sheep sold in the last 12 months
Number of sheep given away as gifts in the last 12 months
Number of sheep stolen in the last 12 months
Number of sheep died in the last 12 months
Litres of milk consumed in wet seasonin a day
Litres of milk consumed in dry season in a day
Litres of milk sold in wet season in a day
Litres of milk sold in dry season in a day
Months in the year where livestock prices are highest
How the household prepares to benefit from market prices
Total costs incurred at the farm
Household members involved in milking
Household members involved in herding
Household members involved in calf management
Household members involved in vaccination and treatment
Household members involved in ploughing land
Household members involved in planting
Household members involved in weeding
Household members involved in harvesting
Source of labor involved in livestock herding
Average number of meals consumed in a day by the household
Household monthly expenditure on food items
If there are some months in the past year that the household could not meet fami
Number of months where the household could not meet daily food needs
The extent of food insecurity
The cause of the inadequate food supply by the household
How the household coped up with the inadequate food supply
Number of farm implements owned by the household
Value of farm implements by the household
Number of mobile phones, radios and tvs owned by the household
Value of mobile phones, radios and tvs owned by the household
Number of bicycles, motorcycles and vehicles owned by the household
Value of bicycles, motorcycles and vehicles owned by the household
Number of residential houses owned by the household
Value of of residential houses owned by the household
Number of buildings for rent owned by the household
Value of buildings for rent owned by the household
Number of Tropical Livestock Units owned by the household
Value of Tropical Livestock Units owned by the household
Total number of acres of land owned by the household
Value of acres of land owned by the household
Value of shares and stocks owned by the household
If the household received any early warning information regarding weather condit
Household's main source of early warning information regarding weather condition
Household's perception of the early warning information regarding weather condit
Challanges with the access to early warning information regarding weather condit
Other information that the household would want to be incorporated in the EWS
If the household is a member of any form of savings and credit institution
If the household belongs to a savings and credit cooperative
If the household is a member of a table banking association
If the household has an account with a formal bank
If the household uses mobile money services
If the household received any form of credit for the last 12 months
The main source of credit for the household
The total amount of credit received in the last 12 months
Proportion of amount received versus amount applied
Main use of the credit applied
Proprtion of the credit amount paid
Main challange with access to credit
Reasons for lack of access to credit if the household did not receive any credit
The main provider of health services to the household
Return distance to the nearest health facility
Challanges with access to health services
Household's average annual expenditure on health
The main source of water for household use
Distance to the nearest water source
Annual household expenditure on water
The main challange in access to water
Main source of lighting for the household
If the household has received any form of extension advice for the last 12 month
Main extension service provider to the household
Main channel of provision
Terms of extension services provision
Challanges in access to extension services
What can be done to improve access extension
Proportion of income derived from sale of crops
Proportion of income derived from sale of livestock
Proportion of income derived from business activities
Proportion of income derived from formal employment
Proportion of income derived from investments
Proportion of income derived from remittances from family and friends
Proportion of income derived from remittances from county government
Proportion of income derived from sand harvesting
Proportion of income derived from charcoal burning
Proportion of income derived from brick making
Total farm income
Total off farm income
Proportion of Off farm income to total income
Household total annual income
The gender of the household head
The age of the household head
Marital status of the household head
Number of years of schooling of household head
Number of people living in the household for the last 6 months
Highest education level in the household
Number of household members working
Ratio of working household members versus total household size
Number of male household members who have completed primary education
Number of female household members who have completed primary education
Number of male household members who have completed secondary education
Number of female household members who have completed secondary education
Number of male household members who have completed tertiary education
Number of female household members who have completed tertiary education
Number of male household members who have completed university education
Number of male household members who dropped out at primary school
Number of female household members who dropped out at primary school
Number of male household members who dropped out at secondary school
Number of female household members who dropped out at secondary school
Scores for component 1
Count number of agro pastoralist practices that build resilience