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Impact of broadband penetration on U.S. Farm productivity: A panel approach

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  • LoPiccalo, Katherine

Abstract

This paper uses data on broadband connections and the production and sales of agricultural products to empirically estimate the impact of improved connectivity on U.S. farming outcomes. The Federal Communications Commission has detailed data on broadband subscriptions from its semi-annual Form 477 collection. The USDA's National Agricultural Statistics Service (NASS) releases a complete census of agriculture every five years to measure agricultural activity. By pairing periodic releases of the Form 477 data collection with information on farm production expenses and crop yields from corresponding releases of the Census of Agriculture, the analysis directly evaluates the benefit of rural broadband development on the U.S. farming industry. Overall, I find evidence of crop yield improvements from increased Internet penetration rates at thresholds of 25 Megabits-per-second download and 3 Megabits-per-second upload speeds. Among the findings, doubling the number of 25+/3+ connections per 1000 households is associated with a 3.79% increase in corn yields, as measured in bushels per acre. I also find some evidence of cost savings at thresholds of 10 Megabits-per-second download and 0.768 Megabits-per-second upload speeds. Doubling the number of 10+/0.768+ connections per 1000 households is associated with a 2.41% decrease in operating expenses per farm operation. The paper also provides an introductory look at changes in the composition and speed thresholds of connectivity available for selected field crops over time.

Suggested Citation

  • LoPiccalo, Katherine, 2022. "Impact of broadband penetration on U.S. Farm productivity: A panel approach," Telecommunications Policy, Elsevier, vol. 46(9).
  • Handle: RePEc:eee:telpol:v:46:y:2022:i:9:s0308596122000982
    DOI: 10.1016/j.telpol.2022.102396
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    1. MacKinnon, James G & Magee, Lonnie, 1990. "Transforming the Dependent Variable in Regression Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 31(2), pages 315-339, May.
    2. Abdul Salam, 1981. "Farm Tractorization, Fertilizer Use and Productivity of Mexican Wheatin Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 20(3), pages 323-345.
    3. Smith, Aaron D. & Goe, W. Richard & Kemey, Martin & Morrison Paul, Catherine J., 2004. "Computer and Internet Use by Great Plains Farmers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 29(3), pages 1-20, December.
    4. Roberto Gallardo & Brian Whitacre & Indraneel Kumar & Sreedhar Upendram, 2021. "Broadband metrics and job productivity: a look at county-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(1), pages 161-184, February.
    5. Ravallion, Martin, 2017. "A concave log-like transformation allowing non-positive values," Economics Letters, Elsevier, vol. 161(C), pages 130-132.
    6. Mark, Tyler B. & Whitacre, Brian & Griffin, Terry, 2015. "Assessing the Value of Broadband Connectivity for Big Data and Telematics: Technical Efficiency," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196816, Southern Agricultural Economics Association.
    7. Jason Henderson & Frank Dooley & Jay Akridge, 2004. "Internet and E-Commerce Adoption by Agricultural Input Firms," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 26(4), pages 505-520.
    8. Ivan T. Kandilov & Mitch Renkow, 2010. "Infrastructure Investment and Rural Economic Development: An Evaluation of USDA's Broadband Loan Program," Growth and Change, Wiley Blackwell, vol. 41(2), pages 165-191, June.
    9. Dinterman, Robert & Renkow, Mitch, 2017. "Evaluation of USDA's Broadband Loan Program: Impacts on broadband provision," Telecommunications Policy, Elsevier, vol. 41(2), pages 140-153.
    10. Befecadu, Joseph & Chembezi, Duncan M. & McFarlane, Dionne, 2003. "Internet Adoption And Use Of E-Commerce Strategies By Agribusiness Firms In Alabama," 2003 Annual Meeting, February 1-5, 2003, Mobile, Alabama 35021, Southern Agricultural Economics Association.
    11. Just, David R. & Just, Richard E., 2001. "Harnessing the Internet for Farmers," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 16(2), pages 1-5.
    12. Atif, Syed Muhammad & Endres, James & Macdonald, James, 2012. "Broadband Infrastructure and Economic Growth: A Panel Data Analysis of OECD Countries," MPRA Paper 42177, University Library of Munich, Germany.
    13. Amy M.G. Kandilov & Ivan T. Kandilov & Xiangping Liu & Mitch Renkow, 2017. "The Impact of Broadband on U.S. Agriculture: An Evaluation of the USDA Broadband Loan Program," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 39(4), pages 635-661.
    14. Mishra, Ashok K. & Williams, Robert P. & Detre, Joshua D., 2009. "Internet Access and Internet Purchasing Patterns of Farm Households," Agricultural and Resource Economics Review, Cambridge University Press, vol. 38(2), pages 240-257, October.
    15. Nancy L. Rose & Paul L. Joskow, 1990. "The Diffusion of New Technologies: Evidence from the Electric Utility Industry," RAND Journal of Economics, The RAND Corporation, vol. 21(3), pages 354-373, Autumn.
    16. Kelly Burke, 2009. "INTERNET ICT USE IN AGRICULTURE: MICRO-ENTERPRISES AND SMEs," Journal of Developmental Entrepreneurship (JDE), World Scientific Publishing Co. Pte. Ltd., vol. 14(03), pages 233-254.
    17. Pence Karen M., 2006. "The Role of Wealth Transformations: An Application to Estimating the Effect of Tax Incentives on Saving," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-26, July.
    18. Briggeman, Brian C. & Whitacre, Brian E., 2010. "Farming and the Internet: Reasons for Non-Use," Agricultural and Resource Economics Review, Cambridge University Press, vol. 39(3), pages 571-584, October.
    19. Ehmke, Cole & Ernst, Stanley C. & Hopkins, Jeffrey W. & Tweeten, Luther G., 2001. "The Market For E-Commerce Services In Agriculture," 2001 Annual meeting, August 5-8, Chicago, IL 20523, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    20. Jeffcoat, Chris & Davis, Alison F. & Hu, Wuyang, 2012. "Willingness to Pay for Broadband Access by Kentucky Farmers," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(3), pages 1-12, August.
    21. Brian Whitacre & Roberto Gallardo & Sharon Strover, 2014. "Does rural broadband impact jobs and income? Evidence from spatial and first-differenced regressions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(3), pages 649-670, November.
    22. Stenberg, Peter L. & Morehart, Mitchell J. & Vogel, Stephen J. & Cromartie, John & Breneman, Vincent E. & Brown, Dennis M., 2009. "Broadband Internet's Value for Rural America," Economic Research Report 55944, United States Department of Agriculture, Economic Research Service.
    23. Mishra, Ashok K. & Williams, Robert P., 2006. "Internet Access and Use by Farm Households," 2006 Annual meeting, July 23-26, Long Beach, CA 21106, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    24. Schimmelpfennig, David, 2016. "Farm Profits and Adoption of Precision Agriculture," Economic Research Report 249773, United States Department of Agriculture, Economic Research Service.
    25. Bert Green & John Tukey, 1960. "Complex analyses of variance: General problems," Psychometrika, Springer;The Psychometric Society, vol. 25(2), pages 127-152, June.
    26. Adu-Baffour, Ferdinand & Daum, Thomas & Birner, Regina, 2019. "Can small farms benefit from big companies’ initiatives to promote mechanization in Africa? A case study from Zambia," Food Policy, Elsevier, vol. 84(C), pages 133-145.
    27. Paudel, Gokul P. & KC, Dilli Bahadur & Rahut, Dil Bahadur & Justice, Scott E. & McDonald, Andrew J., 2019. "Scale-appropriate mechanization impacts on productivity among smallholders: Evidence from rice systems in the mid-hills of Nepal," Land Use Policy, Elsevier, vol. 85(C), pages 104-113.
    28. Levin, Sharon G & Levin, Stanford L & Meisel, John B, 1987. "A Dynamic Analysis of the Adoption of a New Technology: The Case of Optical Scanners," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 12-17, February.
    29. Whitacre, Brian E. & Mark, Tyler B. & Griffin, Terry W., 2014. "How Connected Are Our Farms?," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 29(3), pages 1-9.
    30. Schimmelpfennig, David & Ebel, Robert, 2016. "Sequential Adoption and Cost Savings from Precision Agriculture," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(1), pages 1-19, January.
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    2. MA Xinxin & KOMATSU Sho, 2023. "Impact of E-commerce Development on Income Inequality: Evidence from rural China based on cross-county panel data," Discussion papers 23044, Research Institute of Economy, Trade and Industry (RIETI).
    3. Michael Cabanillas-Carbonell & Jorge Pérez-Martínez & Joselyn Zapata-Paulini, 2023. "Contributions of the 5G Network with Respect to Poverty (SDG1), Systematic Literature Review," Sustainability, MDPI, vol. 15(14), pages 1-25, July.

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