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The adoption decision: a human capital approach

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  • Wozniak, Gregory Dean

Abstract

The decision to adopt technological innovations was analyzed. A rate of adoption (adjustment) model was transposed into a single period model of the adoption decision. The decision to adopt was specified as an adjustment to a disequilibrium in the "optimal" set of inputs. The probability of adoption was determined by the level of innovative ability and the scale of production. Education, experience, and the availability of information were hypothesized to be measurable dimensions of innovative ability;The empirical results show that increases in education and information enhance innovative ability, and thereby raise the probability of adoption. Operators with more education and those who acquire more information about the use of new products and procedures are more aware of innovative factors of production, are more efficient evaluating the productive characteristics and costs of those innovations, and are more likely to adjust their utilized set of inputs through adoption. The estimated effect of increases in experience, however, did not support the hypothesis of the innovative ability model of adoption. The results also showed that operators are more cognizant of innovative factors when they can be applied in the larger scale activities of the operation. Also, scale economies in the usage of information exist, but the benefits realized by the average operator were small in relation to the potential benefits provided by larger scales of production. The results, however, did not indicate, either because of limitations of the data or the model, that the economic variables which are measurable dimensions of innnovative ability substitute for or complement each other's contribution to innovative efficiency. The results also suggest that if an innovation can be employed along with current inputs it is more likely to be adopted than if it displaces currently utilized inputs.

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  • Wozniak, Gregory Dean, 1980. "The adoption decision: a human capital approach," ISU General Staff Papers 198001010800008144, Iowa State University, Department of Economics.
    • Handle: RePEc:isu:genstf:198001010800008144
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    1. Theodore W. Schultz, 1972. "The Increasing Economic Value of Human Time," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 54(5), pages 843-850.
    2. Hadar, Josef & Russell, William R., 1971. "Stochastic dominance and diversification," Journal of Economic Theory, Elsevier, vol. 3(3), pages 288-305, September.
    3. Westin, Richard B., 1974. "Predictions from binary choice models," Journal of Econometrics, Elsevier, vol. 2(1), pages 1-16, May.
    4. Nabil Khaldi, 1975. "Education and Allocative Efficiency in U.S. Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 57(4), pages 650-657.
    5. McGillivray, Robert G, 1970. "Estimating the Linear Probability Function," Econometrica, Econometric Society, vol. 38(5), pages 775-776, September.
    6. Welch, F, 1970. "Education in Production," Journal of Political Economy, University of Chicago Press, vol. 78(1), pages 35-59, Jan.-Feb..
    7. L. Dean Hiebert, 1974. "Risk, Learning, and the Adoption of Fertilizer Responsive Seed Varieties," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(4), pages 764-768.
    8. Edwin Mansfield, 1963. "The Speed of Response of Firms to New Techniques," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 77(2), pages 290-311.
    9. Zvi Griliches, 1970. "Notes on the Role of Education in Production Functions and Growth Accounting," NBER Chapters, in: Education, Income, and Human Capital, pages 71-127, National Bureau of Economic Research, Inc.
    10. Duane G. Harris & Richard F. Nehring, 1976. "Impact of Farm Size on the Bidding Potential for Agricultural Land," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 58(2), pages 161-169.
    11. Edwin F. Ulveling & Lehman B. Fletcher, 1970. "A Cobb-Douglas Production Function with Variable Returns to Scale," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 52(2), pages 322-326.
    12. G. Hanoch & H. Levy, 1969. "The Efficiency Analysis of Choices Involving Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 36(3), pages 335-346.
    13. Jerome M. Wolgin, 1975. "Resource Allocation and Risk: A Case Study of Smallholder Agriculture in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 57(4), pages 622-630.
    14. Schultz, Theodore W, 1975. "The Value of the Ability to Deal with Disequilibria," Journal of Economic Literature, American Economic Association, vol. 13(3), pages 827-846, September.
    15. Wallace E. Huffman, 1974. "Decision Making: The Role of Education," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 56(1), pages 85-97.
    16. Globerman, Steven, 1975. "Technological Diffusion in the Canadian Tool and Die Industry," The Review of Economics and Statistics, MIT Press, vol. 57(4), pages 428-434, November.
    17. Romeo, Anthony A, 1975. "Interindustry and Interfirm Differences in the Rate of Diffusion of an Innovation," The Review of Economics and Statistics, MIT Press, vol. 57(3), pages 311-319, August.
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    Cited by:

    1. Rahm, Michael Robert, 1980. "An economic analysis of the corn production efficiency of Iowa farm firms," ISU General Staff Papers 198001010800008119, Iowa State University, Department of Economics.

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