Description of the Individual Households Modelled Below is the description of the households where baseline data was collected, and on which the typical system models were built. The names given are the names of the household heads. You may notice that about half of the household heads are retired civil servants. There was no bias in the selection, so this outcome must be considered to have occurred by coincidence. Liumba’s Household (Cluster 1, sub-cluster 1) Liumba’s household is located in Kakamega district, Shimanyiro sub-location. The farm size is 3.23 ha with some of the land being rented in. The household consists of 13 members: the household head, his wife, 2 daughters, 1 son, 4 grandsons, 3 granddaughters and a labourer who lives with the family. The grandchildren live here after their parents passed away. The other sons and daughters of the family have migrated to Nairobi for work. Casual labour is hired to meet the requirement of the farm during planting, weeding and harvesting. The household head is a retired civil servant and now works at the farm. At the same time he is a church pastor, providing the family with off-farm income. The household operates at subsistence level using manure for crops from their own cattle. Major crops grown are maize, beans, cowpeas and sweet potatoes. All these crops are grown for home consumption and only the surplus is sold. Some of the land is rented to grow more crops to meet the family consumption needs. They keep one heifer, two cows and two bulls of indigenous breed. The major purpose is traction. They get little milk for their own consumption. The animals grazed at a communal land and are also fed with Napier grass and crop residues. The major source of income is the household head’s salary from the off-farm activities, proceedings from a posho mill owned by the household and sale of live animals. Major constraints to this household are high input prices, crop theft and poor roads that make marketing of the farm products difficult. Mutobachi’s Household (Cluster 1, sub-cluster 2) This household is located in Kakamega district, Igulu sub-location. A total of eight members constitute this household whose structure is as follows: the household head, his wife, 4 sons and 2 daughters. The eldest child is 10 years and the youngest is 2 years and they are all in school. Casual labour is hired during peak season to meet the labour demand of the farm for planting, weeding and harvesting. The farm size is 1.30 ha. Crops are grown for home consumption and only the surplus is sold. Very little or no fertilizer is applied, but manure from the farm is used for all crops. Crops grown are maize, beans, cowpeas, cassava, potatoes and bananas. This household owns one cow and two bulls (cross-breed), whose purpose is both milk and traction. They mainly graze at the neighbour’s land (brother to household head) and are occasionally stall fed with Napier grass and crop residues. Every time after crop harvest, the cattle is released to graze on the field to feed on crop residues and weeds. The major source of income for the household is the sale of maize and beans, the sale of milk and the wife’s off-farm activities (work at other farms). Major constrains to this household are high input prices and lack of credit facilities. Ikongo’s Household (Cluster 1, sub-cluster 3) The household is located in Kakamega district, Eshishiru sub-location. It farms on a 2.43 hectare land. It holds 7 members constituting of husband, wife, 1 daughter, 2 nieces and 2 grandsons. The household takes care of the nieces, while the grandchildren live on this farm to have access to a better school. A labourer is employed to supplement the family labour for planting, weeding and harvesting. The other children have left the household to either get married or in search of jobs in town. Both the husband and wife are retired civil servants and now work at the farm. Sugarcane is grown solely for selling to a company in the locality. Maize and beans are also sold for selling and home consumption. Inputs bought for use in crop farming are fertilizer, hybrid seeds and pesticides. Manure from the farm is also used. Crops grown include sugarcane, maize, beans, groundnuts and assorted vegetables. The breed of cattle kept is cross-breed and their main purpose is milk. There are 2 female calves, 2 male calves and 3 cows. The farm has paddocks where the cattle graze. Napier grass is grown to supplement the pasture in the paddocks. Major source of income for the household is proceeds from crops, milk sale, pension and remittances from family members. Major constraints to this household are lack of market for the produce, poor prices and delayed payment for the cash crop. Mukara’s Household (Cluster 2, sub-cluster 1) This household is in Vihiga district, Ebukhaya sub-location. The household consists of eight members, including a husband, wife, three sons, one daughter, one niece and one nephew. The niece and nephew live here because their parents are not able to support them. Labour is hired to meet additional requirement for feeding cattle, planting, weeding and harvesting. The household head is a retired civil worker and now works at the farm. Major crops grown by the household include maize and beans. Fertilizer and hybrid seeds are used but in low amounts. Manure from the farm is applied heavily to crops and pasture. Surplus harvest is sold to supplement the family’s income. Land has been rented in for crops and pasture. The breed of cattle kept is Friesian and the major purpose is milk production. An exotic bull is also kept solely for serving farmers’ cows in the area, bringing some income to the farm. The herd structure consists of 3 female calves, 4 cows, 1 young bull and 1 reproductive male. The cattle are zero-grazed all year round and are fed on Napier grass, maize stover and concentrates. There are also local goats which are kept for selling. They are tethered in the compound and fed with Napier grass and crop residue. The main source of income for the family is the sale of milk. The household gets some off – farm income by doing wage work in other farms. Major constraints to this household are high input prices, and lack of credit facilities. Migide’s Household (Cluster 2, sub-cluster 2) The farm size to this household is 0.72 ha and is located in Vihiga, Vokoli sub-location. The household consists of a husband, wife, three daughters, two sons and one granddaughter. The granddaughter belongs to an unmarried daughter. Permanent labour is hired for feeding the cow, milking and cleaning the zero-grazing unit. Other seasonal casual labour is hired to assist in planting, weeding and harvesting. The household head is a retired civil servant who now works at the farm. Crops grown by the household include maize, beans, bananas and assorted vegetables. Fodders grown include Calliandra and Napier grass. Fertilizer and hybrid seeds are used, but in small proportions. Production is for home consumption, the surplus is sold. The breed of cattle kept by this household is Friesian and is mainly for milk production. Only one cow is present in this farm. The feeding system is zero-grazing. The cow is fed on Napier grass, Calliandra, crop residues and concentrates. Sources of income for the household are: pension received, off-farm activity performed by the wife, rent received from a commercial building belonging to this household, milk sales and crop sales. Major constraints to this household are high input prices. Pwosi’s Household (Cluster 2, sub-cluster 3) Located in Vihiga district, Ikunga sub-location, this household is established on a 1.99 ha land. The structure of the household is made up of husband, wife, two daughters, one son, two granddaughters and two grandsons, adding up to nine members. The grandchildren live here because their parents went to work in different districts. Older sons and daughters have migrated to Nairobi for work, while others now live in their matrimonial homes. The household head is a retired teacher and a former councillor, now working at the farm. Crops grown by the household are maize, beans, assorted vegetables, sweet potatoes and bananas. Fertilizer and hybrid seeds are used. Relatively more fertilizer is used on Napier grass than on crops. Manure from the farm is also used on crops and fodder. Crops are grown for home consumption, the surplus is sold. The cattle are exotic of Aryshire breed kept mainly for dairy purposes. The herd structure is composed of 2 female calves, 1 male calf and 1 cow. They are stall fed with Napier grass, crop residue and concentrates. A long term labourer has been hired specifically to take care of the livestock. Sources of income for the household include remittances from former members, pension, milk sales and crop sales. A lot of money is spent on managing the health of the household head. Major constraints to this household are high medical expenses and poor product prices for crop or livestock products? Njoroge’s household (Cluster 3, sub-cluster 1) This household is located in Nakuru district, Kirima sub-location. The land size of the farm is 1.54 ha. The household consists of husband, wife, one son and a 20-year-old male dependant. The dependant came to live with the family to look for a job, because the farm is located closer to town than his homestead. Labour is hired to meet the labour requirement for land preparation, planting, weeding and harvesting. The household head is a retired civil worker and now works at the farm. The wife is an opinion leader and heads a farmer self-help group. The household operates as an intensive farm specialized in crop/ horticulture production. They specialize in tomatoes which are for sale in the local market. Maize and beans are also grown both for sale and home consumption. An appreciable proportion of fertilizer and pesticides are applied. Hybrid seeds are used for higher yields. Other crops grown are bananas, potatoes and assorted vegetables. A cross-breed female calf is kept. The household is cautious to keep livestock because of the level of insecurity in the area (cattle theft). They may decide to establish a dairy enterprise from this calf or sell it, depending on how the situation evolves. Sources of income for the family include sale of crops and pension. Major constraints to this household are cattle theft, unpredictable crop market, distance to market and low availability of public transport. Wairimu’s Household (Cluster 3, sub-cluster 2) This household is located in Nakuru district, Karima location on a farm of 1.25 hectare. The household structure consists of a husband, wife, three sons, two daughters and a grandson. The grandson belongs to an unmarried daughter. The husband is the household head and although he stays at the farm, he doesn’t work at the farm, but repairs bicycles. Maize and beans are grown for the purpose of selling. Fertilizer is used in significant amounts. The household has rented in some land to plant more crops for selling. They keep a Jersey/zebu cross-breed cow, which occasionally graze by the roadside but most of the time is stall-fed. They feed the cow Napier grass and crop residues. Main sources of income for the household are the husband’s off-farm activities and crop sales. Major constraints to this household are low availability of public transport, high input costs and poor market prices for the farm produce. Njeri’s Household (Cluster 3, sub-cluster 3) The household farms in a 2.98 ha size of land and is located in Nyandarua district, Karaguini sub-location. The household consists of a husband, wife, three sons, one daughter and her son and a 2-year-old dependant. The dependant is an orphan and niece to the household head. Labour is hired to meet the requirements of the farm. The household head is a business man who works part time at the farm. The wife manages the farm. The main crops farmed by this household are maize and beans for sale. Fertilizer and pesticides are used in good amounts. Hybrid seeds are planted in every season. Other crops grown are potatoes, sugarcane, peas, sweet potatoes, oranges and assorted vegetables, but for home consumption. They also grow Napier grass for sale or in exchange for milk They do not keep cattle anymore as died of diseases, but they have local goats for sale as live animals. These goats are stall fed with Napier grass and crop residues. Sources of income for the family are proceedings from the husband’s business and sale of crops and fodders. Major constraints to this household are cattle diseases, poor product prices and high input costs. Too’s Household (Cluster 4, sub-cluster 1) Too’s household is located in Nandi District, Amptin sub-location. The farm is in a 1.40 hectare land. This household consists of a husband, wife, two sons and three daughters. The household head and the wife work at farm, while some off-farm income is obtained through wages received from work at other farms by the household head and the wife. Maize is the main crop produced by the household and is mainly for sale. Beans are also grown for sale. Other crops grown include kales and bananas. Fertilizer is used on maize. Manure is also used on all crops. One Aryshire cow and its calf are kept for milk production. They graze on communal land. They are also stall-fed with Napier grass, crop residues and concentrates. Sources of income for the family include crop sales, milk sales and wages received. Major constraints to this household are high input prices, poor product prices and low availability of family labour. Kurunoi’s household (Cluster 4, sub-cluster 2) The farm of this household is 3.66 hectare and is located in Nandi district, Baraton sublocation. The household is composed of a husband, wife and one son. A long-term labourer is hired to take care of the cows, and seasonal casual labourers are hired to meet the labour requirements for land preparation, planting, weeding and harvesting. The husband spends 50% of his time in a business outside the farm and 50% working at the farm. The wife works full-time at the farm. Maize is the major crop produced by the household and is mainly for cash. Appreciable proportion of fertilizer applied to this crop. Other food crops grown include beans and assorted vegetables. Aryshire and Friesian breeds of cattle are kept for milk production. The herd is made up of two female calves and 4 cows. The cattle graze in the farm’s paddocks all year round. They are also fed with Napier grass, crop residues and concentrates. Sources of income for the household include proceeds from the husband’s cattle broking business, crop and milk sales. Major constraints to this household are poor milk prices, poor maize prices and low public transport availability. Murgor’s household (Cluster 4, sub-cluster 3) This household is located in Nandi district, Kipsotoi sub-location. The farm is 1.45 hectare. The household consists of a husband, wife, one daughter, two sons and a grandson. The grandson belongs to an unmarried daughter. Communal work is common for this household, where they ask neighbours to perform a particular task like land preparation, planting, weeding and harvesting. They in turn perform by neighbours similar tasks. The husband works as a night guard in a nearby school, working during the day at the farm. The wife works full-time on the farm. Maize and beans are grown as cash crops. Fertilizer and hybrid seeds are used. Other food crops grown include assorted vegetables and potatoes. Cultivation of land is done by animal traction. The animals used for this task are two of their bulls, and two borrowed bulls from the neighbour. The neighbour in turn borrows their two bulls. The farmer owns an ox-plough that he hires out. Friesian and Aryshire are the breeds of cattle kept. There are two female cows kept for milk production and three bulls for traction and one young bull. They graze in the farm’s paddocks and are also fed Napier grass, crop residues and concentrates. Sources of income for the family include salary from the husband’s off farm activity, milk and crop sales. Major constraints to this household are high input costs, poor roads, low public transport, lack of market opportunities for the crop products and very low milk prices. Nyambura’s Household (Cluster 5, sub-cluster 1) This household is located in Murang’a district, Nyakianga sub-location. The farm is on a 1.26 ha of land. The members of this household are the farmer (widow), two grandsons and two granddaughters. The grandchildren’s parents, who are single, work in Nairobi and could not afford to live with them. The household head is a widow and works on the farm. This is an export-oriented farm with coffee as major cash crop. Arabicum flowers are also planted for export. When coffee prices were high, fertilizers and pesticides were applied. Currently however, the prices are so low that the farmer cannot afford the required amount of fertilizer and pesticides. Food crops grown include maize, beans and bananas. A two-year-old bull is kept to be sold later. It is stall fed with crop residue and Napier grass. Sources of income for the family are remittances from relatives, coffee and arabicum flower sales Major constraint to this household are non-payment in coffee, very low coffee prices, poor health of the household head, high input prices and many depedants. Ireri’s household (Cluster 5, sub-cluster 2) This household is located in Embu district, Kiringa sub-location. The farm size is 2.3 ha. The household consists of a husband, wife, two sons, four daughters, one grandson and grandmother. The grandson belongs to an unmarried daughter. The grandmother is elderly and supported by the family. The household head is a retired factory worker from Nairobi, now working at the farm. The wife has always been at the farm. Coffee and cotton are major cash crops for export at the farm. Cotton is a distinct crop in this farm and is grown on a 0.4 ha plot. The household also grows cash crops for the local markets: tomatoes, watermelon, potatoes and maize. More farming inputs like pesticides and fertilizer are used on the cash crops for the local market than for the coffee because they give better returns. A Zebu cow and a Friesian/zebu cross-breed heifer are kept at the farm in a zero grazing unit. They are stall-fed with Napier grass and crop residues. They also have local goats, which are also stall-fed. Sources of income for this household are coffee sales, cotton sales and other crops sale. Major constraints to this household are many dependants, non-payment in coffee and very low coffee prices. Gachungu’s Household (Cluster 5, sub-cluster 3) This household is located in Embu district, Kigumo sub-location in 1.92 ha of land. The household consists of a husband, wife, one son, one daughter, two grandsons and one granddaughter. The grandchildren’s parents work in the city and could not afford to live with the children in the city. Some children have moved to the town in search of jobs, while others have gone to their matrimonial homes. The household head is a retired agriculture extension officer. The wife has been at the farm all through. The major crop in the farm is coffee. Mangoes are also grown for export. Macadamia are present and are sold at the national market. Passion fruits are also present, but are for home consumption. Other crops grown are beans, maize, potatoes and bananas. Fertilizers and pesticides are appreciably used. Manure from cattle is also applied on all annual crops. A Friesian cow is kept for milk production, for both home consumption and sale. The feeding system is zero-grazing with Napier grass and crop residues. Sources of income include pension, rent received from a commercial building belonging to the household, macadamia sale, coffee sales, milk sales and other crop sales. Major constraints to this household are very low coffee prices, poor roads, and high distance to the main road. Ndung’u’s Household (Cluster 6, sub-cluster 1) This household is located in Kiambu district, Kimathi sub-location. It consists of a husband, wife and three sons. Casual labour is hired to meet the labour requirements in harvesting coffee. The household head works at the farm and supplements the farm income with timber selling business. Coffee is the major crop. Other crops grown as cash crops or food crops include maize, beans, assorted vegetables, arrow roots, potatoes, tomatoes and bananas. Fertilizer and pesticides are applied in appreciable proportions. Manure from cattle is also applied to all crops except beans and coffee. Exotic breed of cattle are kept for milk production. The herd consists of one cow, one female calf and one male calf. They are stall-fed with Napier grass, crop residues and concentrates. Sources of income to the family are proceedings from the business of the husband’s off-farm activity, coffee sales, milk sales, other crop sales. Major constraints to this household are poor market prices for the farm’s products, insufficient fodder and poor coffee prices. Muruwa’s Household (Cluster 6, sub-cluster 2) The farm size of this household is 0.98 ha and is located in Kiambu district, Githunguri sublocation. The household consists of a husband, wife, two sons, one granddaughter and a sister to household head. The sister is an elderly lady and lives with the family to be taken care of. The household head is a retired teacher, now working at the farm. The wife has always been working at the farm. Coffee, Arabicum flowers and avocados are grown for export. Crops like assorted vegetables also provide cash income to the family. Other crops grown are maize and potatoes. Fertilizers, pesticides and hybrid seeds are substantially used in maize and assorted vegetables An Aryshire cow kept is for milk consumption and sale. In the morning milk is sold to middlemen who take it to Nairobi and in the evening it is sold to the neighbours. The cow is stall-fed with Napier grass, crop residues and concentrates. Sources of income for the family include; Arabicum flower sales, avocado sales, other crop sales and milk sales. Major constraints to this household are delayed coffee payments, very low coffee prices, high input costs, lack of market for the farms products and low milk prices. Moko’s Household (Cluster 6, sub-cluster 3) This household is located in Kiambu district, Githunguri sub-location and is in a 4.8 ha land. The structure of the household is made up of a husband, wife, two sons and two daughters. Casual labour is hired to meet the requirements in land preparation, planting, weeding and harvesting. The household head has twelve years of education. He works at the farm with the rest of the members. Crops for export in this farm are coffee, tea and passion fruits. Proceedings from banana sales are also an important source of income. Food crops are also grown and include maize, beans, potatoes and assorted vegetables. Fertilizer, pesticides and hybrid seeds are used in substantial proportions. Manure from cattle is also heavily applied to all food crops. This household keeps highly improved Friesian cattle. The herd structure is composed of two calves, two heifers, one young bull and four cows. A long-term labourer has been hire to take care of the cattle. The system of feeding is zero-grazing. Besides Napier and crop residues, other feeds used are concentrates and brewers waste. Sources of income include sales from the export crops and milk. Major constraints to this household are poor coffee and passion fruits prices and crop diseases.