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Broadband internet speed upgrades and the farmland market: A shift‐share instrumental variable approach

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Listed:
  • Xiaorui Qu
  • Qinan Lu
  • Minghao Li
  • Wendong Zhang

Abstract

Access to reliable and affordable high‐speed internet is critical for economic growth, and broadband internet access is of particular concern in rural America. As the United States continues to invest in this vital infrastructure, we provide the first empirical examination of the impact of broadband internet speed upgrades on farm‐level sale prices and county‐level cash rents in 12 Midwestern US states from 2016 to 2021. We employ a Bartik shift‐share instrument with broadband technology shares to address the potential endogeneity in the deployment and upgrades of broadband internet. Our results indicate that a one megabit per second (Mbps) increase in download speed raises farmland sale prices by 0.268% and county‐level cash rents by 0.070%. Additionally, a one‐percentage‐point increase in the download speed growth rate leads to a 0.041 percentage point increase in the growth rate of county‐level cash rents. By decomposing the Bartik shift‐share instrument, we demonstrate that the exogeneity of the initial market share of satellite technology contributes most to identification. Our research provides valuable insights for policymaking by quantifying the return on broadband investment and identifying areas and types of farms that benefit more from higher internet speed.

Suggested Citation

  • Xiaorui Qu & Qinan Lu & Minghao Li & Wendong Zhang, 2026. "Broadband internet speed upgrades and the farmland market: A shift‐share instrumental variable approach," American Journal of Agricultural Economics, John Wiley & Sons, vol. 108(2), pages 566-598, March.
  • Handle: RePEc:wly:ajagec:v:108:y:2026:i:2:p:566-598
    DOI: 10.1111/ajae.12559
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    as
    1. Robert T. Jensen & Nolan H. Miller, 2018. "Market Integration, Demand and the Growth of Firms: Evidence from a Natural Experiment in India," Working Papers id:12824, eSocialSciences.
    2. Chen, Yulong & Ma, Liyuan & Orazem, Peter F., 2023. "The heterogeneous role of broadband access on establishment entry and exit by sector and urban and rural markets," Telecommunications Policy, Elsevier, vol. 47(3).
    3. Liu, Ziheng & Lu, Qinan, 2023. "Ozone stress and crop harvesting failure: Evidence from US food production," Food Policy, Elsevier, vol. 121(C).
    4. Gallardo, Roberto & Whitacre, Brian, 2024. "An unexpected digital divide? A look at internet speeds and socioeconomic groups," Telecommunications Policy, Elsevier, vol. 48(6).
    5. B. Wade Brorsen & Damona Doye & Kalyn B. Neal, 2015. "Agricultural Land and the Small Parcel Size Premium Puzzle," Land Economics, University of Wisconsin Press, vol. 91(3), pages 572-585.
    6. Gaspard, Helaina & Baker, Paul Manuel Aviles, 2022. "Innovation and Digital Connectivity: Comparative Policy Approaches for Connecting Rural Communities in the United States and Canada," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 37(3).
    7. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    8. Key, Nigel & Prager, Daniel & Burns, Christopher, "undated". "Farm Household Income Volatility: An Analysis Using Panel Data From a National Survey," Economic Research Report 256710, United States Department of Agriculture, Economic Research Service.
    9. Wendong Zhang & Cynthia J. Nickerson, 2015. "Housing Market Bust and Farmland Values: Identifying the Changing Influence of Proximity to Urban Centers," Land Economics, University of Wisconsin Press, vol. 91(4), pages 605-626.
    10. Hendricks, Nathan P. & Janzen, Joseph P. & Dhuyvetter, Kevin C., 2012. "Subsidy Incidence and Inertia in Farmland Rental Markets: Estimates from a Dynamic Panel," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 37(3), pages 1-18.
    11. Biedny, Christina & Whitacre, Brian E., 2022. "The Broadband Serviceable Location Fabric, Rural America, and Agriculture," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 37(3).
    12. 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.
    13. Robert T. Jensen & Nolan H. Miller, 2018. "Market Integration, Demand and the Growth of Firms: Evidence from a Natural Experiment in India," NBER Working Papers 24693, National Bureau of Economic Research, Inc.
    14. James Graham & Christos A. Makridis, 2023. "House Prices and Consumption: A New Instrumental Variables Approach," American Economic Journal: Macroeconomics, American Economic Association, vol. 15(1), pages 411-443, January.
    15. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    16. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    17. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    18. Prieger, James E., 2023. "Local banking markets and barriers to entrepreneurship in minority and other areas," Journal of Economics and Business, Elsevier, vol. 124(C).
    19. Lindon J. Robison & David A. Lins & Ravi VenKataraman, 1985. "Cash Rents and Land Values in U.S. Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 67(4), pages 794-805.
    20. Chen, Shuai & Gong, Binlei, 2021. "Response and adaptation of agriculture to climate change: Evidence from China," Journal of Development Economics, Elsevier, vol. 148(C).
    21. Lu, Qinan & Cheng, Nieyan & Zhang, Wendong & Liu, Pengfei, 2023. "Disamenity or premium: Do electricity transmission lines affect farmland values and housing prices differently?," Journal of Housing Economics, Elsevier, vol. 62(C).
    22. Chloé Duvivier & Claire Bussière, 2022. "The contingent nature of broadband as an engine for business startups in rural areas," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1329-1357, November.
    23. Greig, Jamie & Nelson, Hannah, 2022. "Federal Funding Challenges Inhibit a Twenty-first Century “New Deal” for Rural Broadband," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 37(3).
    24. George W. Zuo, 2021. "Wired and Hired: Employment Effects of Subsidized Broadband Internet for Low-Income Americans," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 447-482, August.
    25. Allison Borchers & Jennifer Ifft & Todd Kuethe, 2014. "Linking the Price of Agricultural Land to Use Values and Amenities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1307-1320.
    26. Brian Whitacre, 2024. "The fibre broadband housing premium across three US States," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 11(1), pages 38-62, December.
    27. Steven Deller & Brian Whitacre, 2019. "Broadband's relationship to rural housing values," Papers in Regional Science, Wiley Blackwell, vol. 98(5), pages 2135-2156, October.
    28. Heidi Kaila & Finn Tarp, 2019. "Can the Internet improve agricultural production? Evidence from Viet Nam," Agricultural Economics, International Association of Agricultural Economists, vol. 50(6), pages 675-691, November.
    29. Jenny C. Aker, 2010. "Information from Markets Near and Far: Mobile Phones and Agricultural Markets in Niger," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 46-59, July.
    30. Vikas Gawai & Steven Deller, 2025. "Is there a link between access to broadband and health outcomes?," American Journal of Economics and Sociology, Wiley Blackwell, vol. 84(2), pages 361-386, March.
    31. Czernich, Nina, 2014. "Does broadband internet reduce the unemployment rate? Evidence for Germany," Information Economics and Policy, Elsevier, vol. 29(C), pages 32-45.
    32. Robert Jensen & Nolan H. Miller, 2018. "Market Integration, Demand, and the Growth of Firms: Evidence from a Natural Experiment in India," American Economic Review, American Economic Association, vol. 108(12), pages 3583-3625, December.
    33. 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.
    34. 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.
    35. Pavel Ciaian & Edoardo Baldoni & d'Artis Kancs & Dušan Drabik, 2021. "The Capitalization of Agricultural Subsidies into Land Prices," Annual Review of Resource Economics, Annual Reviews, vol. 13(1), pages 17-38, October.
    36. Valentín-Sívico, Javier & Canfield, Casey & Low, Sarah A. & Gollnick, Christel, 2023. "Evaluating the impact of broadband access and internet use in a small underserved rural community," Telecommunications Policy, Elsevier, vol. 47(4).
    37. O’Hara, Jeffrey K. & Low, Sarah A., 2020. "Online Sales: A Direct Marketing Opportunity for Rural Farms?," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 52(2), pages 222-239, May.
    38. Schimmelpfennig, David, 2016. "Farm Profits and Adoption of Precision Agriculture," Economic Research Report 249773, United States Department of Agriculture, Economic Research Service.
    39. Graven, Atticus & Schaefer, K. Aleks, 2023. "Rural Broadband Connectivity and Access to US Government Farm Support," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 48(3), September.
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