Abstract

Stability over time of the production coefficient on the research variable in an agricultural production function is important if that coefficient is to be used for projecting future rates of return to agricultural research expenditures. Production functions for cash grains, dairy, poultry, and other livestock were estimated using cross-sectional data. In addition, the importance of rainfall and the spillover of research across state boundaries was tested. The differences in the research coefficients for cash grains, dairy, and other livestock were not statistically significant between the 1969 and 1974 census years. Results for poultry were inconclusive. Estimates of marginal products and rates of return to cash grains, dairy, poultry, and other livestock research in the United States were made by Bredahl and Peterson [2] using 1969 Census of Agriculture data. Their results showed national returns to crop and livestock research to be in the 36 to 46 percent range. These estimates of returns, several times higher than market rates, have proven useful to agricultural researchers and administrators in supporting budget requests. Bredahl and Peterson provided marginal products by commodity groups by states, which have been used by economists in particular states to calculate rates of return to research on commodity groups in those states [1, 3]. More recently, Davis [4] has provided evidence that the production coefficient on the research variable in aggregate agricultural production functions has declined since the 1950s but remained stable for the past 10-15 years. Stability in the aggregate, however, does not necessarily imply stability over time across commodity groups or states. Stability of the research coefficient is an important issue since estimates from studies such as Bredahl and Peterson's are used in making George W. Norton is an assistant professor of agricultural economics at Virginia Polytechnic Institute and State University, Blacksburg. This research was supported in part by funds from the North Central Region Agricultural Experiment Stations and by the Science and Education Administration, USDA. The author would like to thank Burt Sundquist, Willis Peterson, Vernon Ruttan, and an anonymous reviewer for helpful comments on an earlier draft of this paper, without implicating them in any remaining errors. projections of returns to future research spending. Instability over time would indicate that one should not make projections that make use of research coefficients from only one cross section. The main focus of this article therefore, is to provide additional evidence on the efficiency of allocation of research resources among commodity groups and regions within the United States. Data from the Census of Agriculture, 1969 and 1974, are employed in aggregate agricultural commodity group production functions to test if the research coefficient for any or all of these groups has changed from 1969 to 1974. A second purpose of the study reported here was to examine the effects on the research coefficients of certain variables not tested in the Bredahl and Peterson study. Variables are included to account for research spillover, weather differences, and land quality differences across states. Alternative research lags are tested, and the importance of the assumed research lag on the rates of return is also illustrated. The question of research spillover is an important one and has recently received increased attention in the literature [4, 5, 6, 20]. It is really the lag in spillover, or the incomplete spillover of research results, from one state to another that allows one to pick up any variance with a state level research variable in a cross-sectional production function. The spillover that occurs, if unaccounted for, will likely bias the state marginal products derived from commodity group production functions.1

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