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Clusters of Organic Operations and their Impact on Regional Economic Growth in the United States

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  • Marasteanu, I. Julia
  • Jaenicke, Edward C.

Abstract

The purpose of this paper is to examine the impact of clusters of certified organic operations on county-level general economic indicators in order to assess the potential of organic clustering as an economic development tool. We first identify clusters of organic operations using the Local Moran’s I test statistic, which tests the null hypothesis of no spatial autocorrelation, and data from the National Organic Program and the U.S. Census. We then use these spatially defined clusters, as well as county-level data from publicly available sources such as the U.S. Census, the Bureau of Labor Statistics, the USDA’s Census of Agriculture, and the USDA’s Agricultural Resource Management Survey (ARMS), to analyze the impact of clustering on county-level economic indicators. To do this, we use a treatment effects model in which the dependent variable is a county-level economic indicator and the treatment is being in a cluster of organic operations. For comparison, we also perform these analyses for general agricultural establishments.

Suggested Citation

  • Marasteanu, I. Julia & Jaenicke, Edward C., 2014. "Clusters of Organic Operations and their Impact on Regional Economic Growth in the United States," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170336, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea14:170336
    DOI: 10.22004/ag.econ.170336
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    as
    1. Stewart, Lance A. & Lambert, Dayton M. & Wilcox, Michael D. & English, Burton C., 2009. "Tennessee Agriculture and Forestry Industry Clusters and Economic Performance, 2001-2006," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(1), pages 1-24, April.
    2. Marasteanu, I. Julia & Jaenicke, Edward C., 2013. "Agglomeration and Spatial Dependence in Certified Organic Operations in the United States," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149551, Agricultural and Applied Economics Association.
    3. Cheryl Brown & Daniel Eades, 2006. "Identifying Spatial Clusters within U.S. Organic Agriculture," Working Papers Working Paper 2006-10, Regional Research Institute, West Virginia University.
    4. Emmanuelle Chevassus-Lozza & Danielle Galliano, 2003. "Local Spillovers, Firm Organization and Export Behaviour: Evidence from the French Food Industry," Regional Studies, Taylor & Francis Journals, vol. 37(2), pages 147-158.
    5. Ashok K. Mishra & Barry K. Goodwin, 1997. "Farm Income Variability and the Supply of Off-Farm Labor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 880-887.
    6. Davis, David E. & Schluter, Gerald E., 2005. "Labor-Force Heterogeneity as a Source of Agglomeration Economies in an Empirical Analysis of County-Level Determinants of Food Plant Entry," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(3), pages 1-22, December.
    7. McBride, William D. & Greene, Catherine R., 2009. "Characteristics, Costs, and Issues for Organic Dairy Farming," Economic Research Report 55952, United States Department of Agriculture, Economic Research Service.
    8. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    9. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    10. Giulio Cainelli, 2008. "Spatial Agglomeration, Technological Innovations, and Firm Productivity: Evidence from Italian Industrial Districts," Growth and Change, Wiley Blackwell, vol. 39(3), pages 414-435, September.
    11. Brown, Jason P. & Goetz, Stephan J. & Fleming, David A., 2012. "Multifunctional Agriculture and Farm Viability in the United States," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 126929, Agricultural and Applied Economics Association.
    12. Ika Darnhofer & Walter Schneeberger & Bernhard Freyer, 2005. "Converting or not converting to organic farming in Austria:Farmer types and their rationale," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 22(1), pages 39-52, March.
    13. Todd M. Schmit & Jeffrey S. Hall, 2013. "Implications of Agglomeration Economies and Market Access for Firm Growth in Food Manufacturing," Agribusiness, John Wiley & Sons, Ltd., vol. 29(3), pages 306-324, June.
    14. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    15. Bernard Fingleton & Julie Le Gallo, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances: Finite sample properties," Papers in Regional Science, Wiley Blackwell, vol. 87(3), pages 319-339, August.
    16. repec:ags:jrapmc:122310 is not listed on IDEAS
    17. Edward Feser & Edward Bergman, 2000. "National Industry Cluster Templates: A Framework for Applied Regional Cluster Analysis," Regional Studies, Taylor & Francis Journals, vol. 34(1), pages 1-19.
    18. Jesus Mur & Marcos Herrera & Manuel Ruiz, 2011. "Selecting the W Matrix. Parametric vs Nonparametric Approaches," ERSA conference papers ersa11p1055, European Regional Science Association.
    19. Sigelman, Lee & Zeng, Langche, 1999. "Analyzing Censored and Sample-Selected Data with Tobit and Heckit Models," Political Analysis, Cambridge University Press, vol. 8(2), pages 167-182, December.
    20. Unknown, 2013. "SAEA 2013 Annual Meetings," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 45, pages 1-1, August.
    21. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    22. Julie Le Gallo & Bernard Fingleton, 2008. "Estimating spatial models with endogenous variables, a spatial lag and spatially dependent disturbances : finite sample properties," Post-Print hal-00485035, HAL.
    23. Donald S. Siegel & Catherine J. Morrison Paul, 1999. "Scale Economies and Industry Agglomeration Externalities: A Dynamic Cost Function Approach," American Economic Review, American Economic Association, vol. 89(1), pages 272-290, March.
    24. Richards, Timothy J. & Hamilton, Stephen F. & Patterson, Paul M., 2010. "Spatial Competition and Private Labels," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(2), pages 1-26, August.
    25. Kiesel, Kristin, 2012. "“A Definition at Last, But What Does it All Mean?” Newspaper Coverage of Organic Food Production and its Effects on Milk Purchases," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 37(1), pages 1-24, April.
    26. Stephan J. Goetz, 1997. "State- and County-Level Determinants of Food Manufacturing Establishment Growth: 1987–93," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 838-850.
    27. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    28. Hector Rocha & Rolf Sternberg, 2005. "Entrepreneurship: The Role of Clusters Theoretical Perspectives and Empirical Evidence from Germany," Small Business Economics, Springer, vol. 24(3), pages 267-292, February.
    29. David M. Drukker & Ingmar Prucha & Rafal Raciborski, 2013. "Maximum likelihood and generalized spatial two-stage least-squares estimators for a spatial-autoregressive model with spatial-autoregressive disturbances," Stata Journal, StataCorp LP, vol. 13(2), pages 221-241, June.
    30. Argiles, Josep M. & Brown, Nestor Duch, 2011. "A comparison of the economic and environmental performances of conventional and organic farming: evidence from financial statements," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 11(1), pages 1-18, January.
    31. Todd M. Gabe, 2005. "Industry Agglomeration and Investment in Rural Businesses," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 27(1), pages 89-103.
    32. repec:ags:jrapmc:122316 is not listed on IDEAS
    33. Gibbs, Robert M. & Bernat, G. Andrew Jr., 1997. "Rural Industry Clusters Raise Local Earnings," Rural America/ Rural Development Perspectives, United States Department of Agriculture, Economic Research Service, vol. 12(3), June.
    34. Linda Allen & Aron Gottesman & Anthony Saunders & Yi Tang, 2012. "The Role of Banks in Dividend Policy," Financial Management, Financial Management Association International, vol. 41(3), pages 591-613, September.
    35. Edward Feser & Henry Renski & Harvey Goldstein, 2008. "Clusters and Economic Development Outcomes," Economic Development Quarterly, , vol. 22(4), pages 324-344, November.
    36. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053.
    37. Tonglin Zhang & Ge Lin, 2008. "Identification of local clusters for count data: a model-based Moran's I test," Journal of Applied Statistics, Taylor & Francis Journals, vol. 35(3), pages 293-306.
    38. Shyam Kamath & Jagdish Agrawal & Kris Chase, 2012. "Explaining Geographic Cluster Success—The GEMS Model," American Journal of Economics and Sociology, Wiley Blackwell, vol. 71(1), pages 184-214, January.
    39. Stephan J. Goetz & Yicheol Han & Jill L. Findeis & Kathryn J. Brasier, 2010. "U.S. Commuting Networks and Economic Growth: Measurement and Implications for Spatial Policy," Growth and Change, Wiley Blackwell, vol. 41(2), pages 276-302, June.
    40. repec:rri:wpaper:200610 is not listed on IDEAS
    41. Brian Roe & Elena G. Irwin & Jeff S. Sharp, 2002. "Pigs in Space: Modeling the Spatial Structure of Hog Production in Traditional and Nontraditional Production Regions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 259-278.
    42. David L. Barkley & Mark S. Henry, 1997. "Rural Industrial Development: To Cluster or Not to Cluster?," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 19(2), pages 308-325.
    43. Eva Schmidtner & Christian Lippert & Barbara Engler & Anna Maria Häring & Jaochim Aurbacher & Stephan Dabbert, 2012. "Spatial distribution of organic farming in Germany: does neighbourhood matter?," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 39(4), pages 661-683, September.
    44. Karen Klonsky & Laura Tourte, 1998. "Organic Agricultural Production in the United States: Debates and Directions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(5), pages 1119-1124.
    45. Daniel Graham & H. Kim, 2008. "An empirical analytical framework for agglomeration economies," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(2), pages 267-289, June.
    46. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    47. Jaenicke, Edward C. & Goetz, Stephan J. & Wu, Ping-Chao & Dimitri, Carolyn, 2009. "Identifying and Measuring the Effect of Firm Clusters Among Certified Organic Processors and Handlers," 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin 49205, Agricultural and Applied Economics Association.
    48. Grogan, Kelly A. & Goodhue, Rachael E., 2012. "Spatial Externalities of Pest Control Decisions in the California Citrus Industry," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 37(1), pages 1-24, April.
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    Agribusiness; Agricultural and Food Policy; Community/Rural/Urban Development;
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