IDEAS home Printed from https://ideas.repec.org/a/eee/telpol/v41y2017i2p140-153.html
   My bibliography  Save this article

Evaluation of USDA's Broadband Loan Program: Impacts on broadband provision

Author

Listed:
  • Dinterman, Robert
  • Renkow, Mitch

Abstract

Since 2002 the USDA's Broadband Loan Program has directed more than $1.8 billion in subsidized loans to help expand broadband access in under-served rural communities. Program eligibility criteria included having a population of 20,000 or fewer, having no prior access to broadband, and providing a minimum matching contribution of 15% by recipients of the loan. Loans were extended mainly to small telecommunications services firms at varying (subsidized) interest rates. We evaluate on the effectiveness of the Loan Program in increasing broadband availability in target locations. Specifically, we analyze whether loan receipt increases the number of broadband providers in a particular location, using various count panel methods. Our analysis is conducted at the ZIP code level over the period 1999–2008; it uses broadband provider data from the FCC's Form 477, and loan data from the Rural Utility Service (the implementing agency for the Broadband Loan Program). Results indicate that ZIP codes receiving broadband loans did in fact experience modest, statistically significant increases in the number of broadband providers vis-à-vis non-recipient locations; that average marginal effects on treated ZIP codes were approximately 0.092 additional broadband providers annually; and that these benefits accrued more towards rural locations than urban locations, in conformance with the intent of the program.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:telpol:v:41:y:2017:i:2:p:140-153
    DOI: 10.1016/j.telpol.2016.12.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030859611630266X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.telpol.2016.12.004?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. repec:pri:cpanda:wp15%20-%20dimaggio%2bhargittai is not listed on IDEAS
    2. Kolko, Jed, 2010. "A new measure of US residential broadband availability," Telecommunications Policy, Elsevier, vol. 34(3), pages 132-143, April.
    3. Strover, Sharon, 2001. "Rural internet connectivity," Telecommunications Policy, Elsevier, vol. 25(5), pages 331-347, June.
    4. Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
    5. Parker, Edwin B., 2000. "Closing the digital divide in rural America," Telecommunications Policy, Elsevier, vol. 24(4), pages 281-290, May.
    6. Tony H. Grubesic, 2003. "Inequities in the broadband revolution," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 37(2), pages 263-289, May.
    7. Grubesic, Tony H., 2006. "A spatial taxonomy of broadband regions in the United States," Information Economics and Policy, Elsevier, vol. 18(4), pages 423-448, November.
    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. LaRose, Robert & Gregg, Jennifer L. & Strover, Sharon & Straubhaar, Joseph & Carpenter, Serena, 0. "Closing the rural broadband gap: Promoting adoption of the Internet in rural America," Telecommunications Policy, Elsevier, vol. 31(6-7), pages 359-373, July.
    10. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    11. Paul Attewell, 1992. "Technology Diffusion and Organizational Learning: The Case of Business Computing," Organization Science, INFORMS, vol. 3(1), pages 1-19, February.
    12. Shane Greenstein & Jeff Prince, 2006. "The Diffusion of the Internet and the Geography of the Digital Divide in the United States," NBER Working Papers 12182, National Bureau of Economic Research, Inc.
    13. Geroski, P. A., 2000. "Models of technology diffusion," Research Policy, Elsevier, vol. 29(4-5), pages 603-625, April.
    14. Paul DiMaggio & Eszter Hargittai, 2001. "From the 'Digital Divide' to 'Digital Inequality': Studying Internet Use as Penetration Increases," Working Papers 47, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Arts and Cultural Policy Studies..
    15. Antonelli, Cristiano, 2003. "The digital divide: understanding the economics of new information and communication technology in the global economy," Information Economics and Policy, Elsevier, vol. 15(2), pages 173-199, June.
    16. Brian E. Whitacre & Bradford F. Mills, 2007. "Infrastructure and the Rural—urban Divide in High-speed Residential Internet Access," International Regional Science Review, , vol. 30(3), pages 249-273, July.
    17. Wood, Lawrence E., 2008. "Rural broadband: The provider matters," Telecommunications Policy, Elsevier, vol. 32(5), pages 326-339, June.
    18. Grubesic, Tony H., 2008. "Spatial data constraints: Implications for measuring broadband," Telecommunications Policy, Elsevier, vol. 32(7), pages 490-502, August.
    19. Whitacre, Brian E. & Mahasuweerachai, Phumsith, 2008. "“Small” Broadband Providers and Federal Assistance Programs: Solving the Digital Divide?," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 38(3), pages 1-15.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. LoPiccalo, Katherine, 2022. "Impact of broadband penetration on U.S. Farm productivity: A panel approach," Telecommunications Policy, Elsevier, vol. 46(9).
    2. Whitacre, Brian & Gallardo, Roberto, 2020. "State broadband policy: Impacts on availability," Telecommunications Policy, Elsevier, vol. 44(9).
    3. Bai, Yang & Wang, Ryan Yang & Jayakar, Krishna, 2022. "What $2.5 billion can buy: The effect of the Broadband Initiatives Program on farm productivity," Telecommunications Policy, Elsevier, vol. 46(7).
    4. Pender, John & Goldstein, Joshua & Mahoney-Nair, Devika, 2022. "Impacts of the Broadband Initiatives Program on broadband adoption and home telework," Telecommunications Policy, Elsevier, vol. 46(8).
    5. Ovando, Catalina & Olivera, Emmanuel, 2018. "Was household internet adoption driven by the reform? Evaluation of the 2013 telecommunication reform in Mexico," Telecommunications Policy, Elsevier, vol. 42(9), pages 700-714.
    6. Manlove, Jacob & Whitacre, Brian, 2019. "An evaluation of the Connected Nation broadband adoption program," Telecommunications Policy, Elsevier, vol. 43(7), pages 1-1.
    7. Biedny, Christina & Whitacre, Brian & Gallardo, Roberto, 2022. "Do ‘dig once’ and permitting policies improve fiber availability?," Telecommunications Policy, Elsevier, vol. 46(5).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Mack, Elizabeth A. & Maciejewski, Ross, 2015. "A profile of visual analytical toolkits for understanding the spatio-temporal evolution of broadband provision," Telecommunications Policy, Elsevier, vol. 39(3), pages 320-332.
    3. Mack, Elizabeth A. & Rey, Sergio J., 2014. "An econometric approach for evaluating the linkages between broadband and knowledge intensive firms," Telecommunications Policy, Elsevier, vol. 38(1), pages 105-118.
    4. Deller, Steven & Whitacre, Brian, 2018. "Broadband’s Relationship to Rural Housing Values," Staff Paper Series 591, University of Wisconsin, Agricultural and Applied Economics.
    5. Elizabeth A. Mack & Tony H. Grubesic, 2014. "US broadband policy and the spatio-temporal evolution of broadband markets," Regional Science Policy & Practice, Wiley Blackwell, vol. 6(3), pages 291-308, August.
    6. Mack, Elizabeth A. & Grubesic, Tony H., 2009. "Forecasting broadband provision," Information Economics and Policy, Elsevier, vol. 21(4), pages 297-311, November.
    7. Schleife, Katrin, 2010. "What really matters: Regional versus individual determinants of the digital divide in Germany," Research Policy, Elsevier, vol. 39(1), pages 173-185, February.
    8. Manlove, Jacob & Whitacre, Brian, 2019. "An evaluation of the Connected Nation broadband adoption program," Telecommunications Policy, Elsevier, vol. 43(7), pages 1-1.
    9. Renkow, Mitch, 2011. "Residential Broadband Availability: Evidence from Kentucky and North Carolina," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 40(2), pages 1-13, August.
    10. Mack, Elizabeth A. & Wentz, Elizabeth, 2017. "Industry variations in the broadband business nexus," Socio-Economic Planning Sciences, Elsevier, vol. 58(C), pages 51-62.
    11. Elizabeth A. Mack, 2014. "Broadband and knowledge intensive firm clusters: Essential link or auxiliary connection?," Papers in Regional Science, Wiley Blackwell, vol. 93(1), pages 3-29, March.
    12. Elizabeth A. Mack, 2015. "Variations in the Broadband-Business Connection across the Urban Hierarchy," Growth and Change, Wiley Blackwell, vol. 46(3), pages 400-423, September.
    13. Stockinger, Bastian, 2017. "The effect of broadband internet on establishments' employment growth: evidence from Germany," IAB-Discussion Paper 201719, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    14. Bertschek, Irene & Briglauer, Wolfgang & Hüschelrath, Kai & Kauf, Benedikt & Niebel, Thomas, 2016. "The economic impacts of telecommunications networks and broadband internet: A survey," ZEW Discussion Papers 16-056, ZEW - Leibniz Centre for European Economic Research.
    15. repec:asg:wpaper:1025 is not listed on IDEAS
    16. Briglauer, Wolfgang & Dürr, Niklas S. & Falck, Oliver & Hüschelrath, Kai, 2019. "Does state aid for broadband deployment in rural areas close the digital and economic divide?," Information Economics and Policy, Elsevier, vol. 46(C), pages 68-85.
    17. Hitt, Lorin & Tambe, Prasanna, 2007. "Broadband adoption and content consumption," Information Economics and Policy, Elsevier, vol. 19(3-4), pages 362-378, October.
    18. Philip Chen & Edward J Oughton & Pete Tyler & Mo Jia & Jakub Zagdanski, 2020. "Evaluating the impact of next generation broadband on local business creation," Papers 2010.14113, arXiv.org.
    19. Daire McCoy & Sean Lyons & Edgar Morgenroth & Donal Palcic & Leonie Allen, 2018. "The impact of broadband and other infrastructure on the location of new business establishments," Journal of Regional Science, Wiley Blackwell, vol. 58(3), pages 509-534, June.
    20. Lobo, Bento J. & Alam, Md Rafayet & Whitacre, Brian E., 2020. "Broadband speed and unemployment rates: Data and measurement issues," Telecommunications Policy, Elsevier, vol. 44(1).
    21. Amir Manzoor, 2014. "Investigating the Factors Affecting Residential Consumer Adoption of Broadband in India," SAGE Open, , vol. 4(4), pages 21582440145, October.

    More about this item

    Keywords

    H81; C22; O33; R11; P25; Broadband; Diffusion; Rural; Program evaluation;
    All these keywords.

    JEL classification:

    • H81 - Public Economics - - Miscellaneous Issues - - - Governmental Loans; Loan Guarantees; Credits; Grants; Bailouts
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • P25 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Urban, Rural, and Regional Economics

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:telpol:v:41:y:2017:i:2:p:140-153. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/30471/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.