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AEB 5167
Economic Analysis in Small Farm Livelihood Systems


Understanding the system is important for identifying problems.
It is even more important for shaping solutions.
- Michael Collinson 

Purpose and goals
This course is designed to provide an understanding of the nature of 
limited resource family farm livelihood systems and to provide 
economic concepts and tools to rapidly and efficiently analyze the 
strategies chosen by small farm households. Linear programming models 
provide the basis to analyze policy, technology and management 
alternatives for these households. Emphasis is on coping with the 
large number of constraints imposed on small family farms. Risk and 
uncertainty are considered, as are the relationships between risk, 
food security, and minimum acceptable standards of living. The course 
utilizes case studies as a basis for providing a true feeling of the 
nature of the constraints and the limits on improved income and 
welfare presented by national policies and public infrastructure as 
well as the family considerations inherent on these farms. Questions 
of sustainability are treated from individual farm, community, and 
societal perspectives. Importantly, ways to preserve diversity of 
livelihood systems in economic analyses are incorporated.

The goals of the course, then, are to:

Understand the nature of small-scale, limited-resource, family-farm 
livelihood systems and especially the kinds of constraints imposed on 
these farms because they are a home and not just a business. 
Learn to use linear programming as a modeling tool to describe or 
simulate these livelihood systems to help understand them and then, 
when validated, use the models to predict differential responses to 
new technologies, infrastructure and policies. 
Glossary
Food security The state in which members of a household have access 
to a socially acceptable diet throughout the year from food produced, 
traded for or purchased. The diet may or may not meet FAO minimum 
nutritional levels and is expected to vary among livelihood systems. 
Hearthhold Comprised of the persons who normally are physically 
present or reside in the domicile. Need not be related and may or may 
not be the same as the persons included in a household. 
Household Comprises the persons who contribute to or receive 
something from the grouping of persons associated with a domicile. It 
differs from hearthhold because persons belonging to a household may 
not reside in the domicile. 
Household composition The age, sex and relationship of persons 
comprising the household. 
Household livelihood system The full range of activities available to 
the individuals in the household to contribute to its production and 
reproduction requirements to survive and thrive. These can include 
crop and livestock production, crafts, off-farm activities, 
remittances, etc. 
Household livelihood strategies The specific activities selected by 
the members of the household from among those available in the 
livelihood system to meet production and reproduction requirements 
and other household goals. 
Sustainable livelihood The strategies internally capable of providing 
a livelihood over time and without collapsing from external shocks 
confronting the system. Should exhibit resilience to adjust to new 
situations as external factors affect it. 
Household goals The minimum or maximum levels of 1) resource use 
including family labor, 2) cash expenditures, 3) household food 
consumption, and/or4) cash reserves desired by the household. These 
can be disaggregated by gender. 
Texts
Skjonsberg, E. 1989. Change in an African village. Kumarian Press. 
Hartford, Conn. 
Chambers, R. 1997. Whose reality counts? Putting the first last. 
Intemediate Technology Publications. London, UK. 
Parts of the following books will be used as text for the course. The 
relevant parts are available in a packet

Hazell, P.B.R. and R.D. Norton. 1986. Mathematical programming for 
economic analysis in agriculture. MacMillan Publishing Co. New York. 
Hildebrand, P.E. 1986. Perspectives on farming systems research and 
extension. Lynne Rienner Publishers, Inc. Boulder, Colorado. 
Course Grading
Two reports will be prepared and presented orally in class:

Gender disaggregated description of a family farm livelihood system 
including a conceptual or schematic systems model showing 
interactions on the farm and off. Will include an activities analysis 
and activities calendar, resource analysis and benefits/incentives 
analysis. Narrative should include a statement of farm family goals 
or objectives, possible alternatives for achievement of objectives, 
and obstacles or constraints that hinder progress. Factors that serve 
as a basis for developing evaluation criteria based on the above 
analyses and used to judge possible technological or management 
changes will be discussed in the report. Also included will be a list 
of the activities and constraints to be included in the Linear 
Programming model. The written report will be 20% of the course grade 
and the oral presentation of the report will be 10% of the course 
grade. 
A linear program will be developed based on the system presented in 
the first report (or another if approved by the professor). The model 
should be constructed and run using objective functions and 
constraints taken from the evaluation criteria discussed above and 
should adequately simulate the nature of the farms being represented 
by the model. Solutions and their interpretation will be included. 
After the model simulates the real situation, alternatives will be 
tested for ex ante evaluation of potential adoption of technology 
alternatives, management practices, and/or responses to policy 
incentives. The final report includes the LP and a revised version of 
the first report containing the schematic model (20%). The final 
combined report will be professional quality, double spaced, with no 
more than 20 pages (excluding tables and figures). The oral 
presentation of this final report in class will be 10% of the course 
grade. 
Class participation will be worth 20% and includes attendance, 
turning in exercises, and reporting preliminary results on time.

In summary:
Written reports: 40%, Oral presentations: 20%, Exercises: 20%, Class 
participation: 20%

Selected References
Allen, M. 1987. Questioning the need for seasonal farm credit--cases 
from northern Zambia. Agric. Admin. & Extension 25:25-36. 32.033 
Altieri, M.A. 1995. Agroecology: The science of sustainable 
agriculture. Westview Press, Boulder CO. PEH.0383 
Altieri, M.A. and M.K. Anderson. 1986. An ecological basis for the 
development of alternative agricultural systems for small farmers in 
the Third World. American Journal of Alternative Agriculture 1:30-38. 
16.929 
Bastidas, E.P. 2001. Assessing potential response to changes in the 
livelihood system of diverse, limited-resource farm households in 
Carchi, Ecuador: modeling livelihood strategies using participatory 
methods and linear programming. PhD dissertation, University of 
Florida, Gainesville. 
Cabrera, V.E. 1999. Farm problems, solutions, and extension programs 
for small farmers in CaƱete,Lima, Peru. Unpublished M.S. Thesis. 
University of Florida. 
Celis, R., J.T. Milino, and S. Wanmali (eds.). 1991. Adopting 
improved farm technology: a study of smallholder farmers in Eastern 
Province, Zambia. IFPRI, Washington, D.C. PEH.0361 
Collinson, M. 1983. Farm management in peasant agriculture. Westview 
Press, Boulder, Colorado. PEH.0313 
Colman, D., and T. Young. 1989. Principles of agricultural economics. 
Markets and prices in less developed countries. WYE studies in 
agricultural and rural development. Cambridge University Press. 
PEH.0312 
Due, J.M. 1985. Women made invisible: Their contributions to farming 
systems and household income in Zambia and Tanzania. Paper presented 
at the Association for Women in Development Conference, Washington, 
D.C. 59.016 
Due, J.M., M. White and R. Schwartz. 1985. Female farm households in 
Zambia: Further evidence of poverty. 85 E-316, Department of 
Agricultural Economics, University of Illinois, Urbana-Champaign. 
10.242 
Due, J.M., M. White and T. Rocke. 1985. Beans in the farming systems 
in two regions of Tanzania, 1980-82. Technical Report No. 4, 
Tanzania. 
Department of Rural Economy, Sokoine University of Agriculture, 
Morogoro and the Department of Agricultural Economics, College of 
Agriculture, University of Illinois at Urbana-Champaign. 10.288 
Due, J.M. and M. White. 1986. Contrasts between joint and female-
headed farm households in Zambia. Eastern Africa Economic Review 2:94-
98. 59.018 
Ellis, F. 1988. Peasant economics: farm households and agrarian 
development. Cambridge University Press. Cambridge. PEH.0304 
Feldstein, H.S. and S.V. Poats (eds.). 1989. Working together: gender 
analysis in agriculture. Kumarian Press. Hartford, Conn. PEH.0288 AND 
PEH.0289 
Harwood, R. R. 1979. Small farm development. Westview Press. Boulder. 
PEH.0268 
Hayami, Y. 1978. Anatomy of a peasant economy. International Rice 
Research Institute. Philippines. PEH.0321 
Hayami, Y.; T. Kawagoe; Y. Morooka and M. Siregar. 1987. Agricultural 
marketing and processing in upland Java: a perspective from a Sunda 
village. CGPRT Centre. Bogor, Indonesia. PEH.0301 
Hengsdijk, H., M.K. van Ittersum and W.A.H. Rossing. 1998. 
Quantitative analysis of farming systems for policy formulation: 
Development of new tools. Agricultural Systems 58:381-394. 
Henrich, J. 1997. Market incorporation, agricultural change, and 
sustainability among the Machiguenga Indians of the Peruvian Amazon. 
Human Ecology 25:319-351. 
Jaeger, W. K. 1986. Agricultural mechanization: The economics of 
animal draft power in West Africa. Westview Press, Inc. Boulder. 
PEH.0293 
Kaya, B., P.E. Hildebrand and P.K.R. Nair. 2000. Modeling changes in 
farming systems with the adoption of improved fallows in southern 
Mali. Agricultural Systems 66:51-68. 
Keyzer, M.A. and R.L. Vortman. 1998. Research needs and methods for 
decentralised economic planning. Agricultural Systems 58:351-356. 
Low, A. 1986. Agricultural development in Southern Africa: farm 
household-economics & the food crisis. James Currey Ltd. London. 
PEH.0310 
Makeham, J. P. and L. R. Malcolm. 1986. The economics of tropical 
farm management. Cambridge University Press. Cambridge and New York. 
PEH.0309 
Massey, G. 1987. Subsistence and change: Lessons of agropastoralism 
in Somalia. Westview Press, Inc. Boulder. PEH.0307 
McDowell, R.E. and P.E. Hildebrand. 1980. Integrated crop and animal 
production: making the most of resources available to small farmers 
in developing countries. Working Papers. The Rockefeller Foundation, 
New York. 23.001 
Mellor, J.W. 1969. The subsistence farmer in traditional economies. 
Chap 7 In: Wharton, C.R., Jr. 1969. Subsistence agricultural and 
economic development. Aldine Publishing Co., Chicago. PEH.0322 
Miracle, M. P. 1968. "Subsistence agriculture": analytical problems 
and alternative concepts. American Journal of Agricultural Economics. 
50:292-310. 10.315 
Moock, J.L. (ed.) 1986. Understanding Africa's rural households and 
farming systems. Westview Press, Boulder and London. PEH.0283 
Nair, K. 1983. Transforming traditionally: Land and labor use in 
agriculture in Asia and Africa. The Riverdale Company, Inc. Maryland. 
PEH.0282 
Netting, R.McC. 1993. Smallholders, householders: Farm families and 
the ecology of intensive, sustainable agriculture. Stanford 
University Press, Stanford. PEH.0385 
Nyaribo, F.B. and D.L.Young. 1992. Impacts of capital and land 
constraints on the economics of new livestock technology in western 
Kenya. Agricultural Economics 6:353-364. 21.153 
Okoruwa, V., M.A. Jabbar and J.A. Akinwumi. 1996. Crop-livestock 
competition in the West African derived savannah: Application of a 
multi-objective programming model. Agric. Syst. 52:439-453. 
Ortiz, S.R. 1973. Uncertainties in peasant farming: A Colombian case. 
The Athalone Press. University of London. PEH.0315 
Perrot-Maitre and T.F. Weaver. 1992. Indigenous knowledge and 
fertilizer strategies in Leyte, Philippines: implications for 
research and demonstration trials. JFSRE (3:21-34) 
Poats, S., M. Schmink and A. Spring (eds.). 1988. Gender issues in 
farming systems research and extension. Westview Press. Boulder, 
Colorado. PEH.0311 
Pomeroy, C.S. 2000. An evaluation of a crop diversification project 
for low resource hillside farmers in the Dominican Republic. 
Unpublished M.S. Thesis, University of Florida. 
Pretty, J.N. 1995. Regenerating agriculture: Policies and practice 
for sustainability and self-reliance. Joseph Henry Press, Washington, 
D.C. PEH.0386 
Rhoades, R. E. and P. Pidegaray. 1987. The farmers of Yurimaguas: 
Land use and cropping strategies in the Peruvian jungle. 
International Potato Center. Lima. PEH.0323 
Ruben, R., H. Moll and A. Kuyvenhoven. 1998. Integrating agricultural 
research and policy analysis: Analytical framework and policy 
applications for bio-economic modelling. Agricultural Systems 58:331-
349. 
Ruthenberg, H. 1980. (Third edition). Farming systems in the tropics. 
Clarendon Press. Oxford. PEH.0290 
Samkyi, T.M. 1993. Price policies and farmer perspectives: Tanzania's 
smallholder agriculture economy. M.S. Thesis, Food and Resource 
Economics Department, University of Florida, Gainesville. 
Schultz, T.W. 1964. Transforming traditional agriculture. Yale 
University Press, New Haven or Arno Press, New York. PEH.0314 
Schumann, D.A. and W.L. Partridge (eds). 1989. The human ecology of 
tropical land settlement in Latin America. Westview special studies 
on Latin America and the Caribbean. Westview Press. PEH.0300 
Shapiro, B.I., et al. 1993. Evaluating and adapting new technologies 
in a high-risk agricultural system in Niger. Agricultural Systems 
42:153-171. 
Simpson, J.R. 1988. The economics of livestock systems in developing 
countries: farm and project level analysis. Westview Press. Boulder 
and London. PEH.0294 
Skjonsberg, E. 1989. Change in an african village. Kefa Speaks. 
Kumarian Press. PEH.0287 
Spicer, Edward H. (ed.). 1952. Human problems in technological 
change: a casebook., Russell Sage Foundation. New York. 66.018 
Spring, A. 1984. Profiles of men and women smallholder farmers in the 
Lilongwe Rural Development Project, Malawi. WIAD/USAID, Washington, 
D.C. 66.005 
Spring, A. 1995. Agricultural development and gender issues in 
Malawi. University Press of America, Lanham MD. 
Stevens, R.D. (ed.). 1977. Tradition and dynamics in small-farm 
agriculture. Iowa State University Press, Ames. PEH.0291 
Sullivan, A.J. 2000. Decoding diversity: Strategies to mitigate 
household stress. M.S. Thesis. University of Florida. 
Turner II, B.L. and S.B. Brush (eds.). 1987. Comparative farming 
systems. The Guilford Press. New York and London. PEH.0296 
Upton, M. 1987. African farm management. Cambridge University Press. 
Cambridge and New York. PEH.0303 
Wharton, C.R. 1963. The economic meaning of subsistence. The Malayan 
Economic Review. VIII:46-58. 10.314 
Wharton, C. R. 1968. Risk, uncertainty and the subsistence farmer: 
technological innovation and resistance to change in the context of 
survival. Paper presented at the joint session: American Economic 
Association and Association for Comparative Economics. Chicago. 
10.202 
Wharton, C.R. (ed.) 1969. Subsistence agriculture and economic 
development. Aldine Publishing Co. Chicago. PEH.0322 
Wilk, R.R. (ed). 1989. The household economy: Reconsidering the 
domestic mode of production. Westview Press. Boulder, Colorado. (266 
pp.) PEH.0306 
Wilken, G. C. 1987. Good farmers: traditional agricultural resource 
management in Mexico and Central America. University of California 
Press. Berkeley. PEH.0299 
Note: Boldface numbers following references are call numbers in the 
professor's library in 2126 McCarty Hall. Numbers preceded by PEH are 
books. The others are in file cabinets. All of these references are 
available to you and most can be checked out.

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