Impacts of USDA Broadband Loan and Grant Programs: Moving Toward Estimating a Rate of Return
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DOI: 10.22004/ag.econ.277661
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- Ivan T. Kandilov & Mitch Renkow, 2020. "The Impacts Of The Usda Broadband Loan And Grant Programs: Moving Toward Estimating A Rate Of Return," Economic Inquiry, Western Economic Association International, vol. 58(3), pages 1129-1145, July.
References listed on IDEAS
- Narine Badasyan & David Shideler & Laura Taylor, 2007. "The economic impact of broadband deployment in Kentucky," Regional Economic Development, Federal Reserve Bank of St. Louis, issue Nov, pages 88-118.
- A. Smith, Jeffrey & E. Todd, Petra, 2005.
"Does matching overcome LaLonde's critique of nonexperimental estimators?,"
Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
- Jeffrey Smith & Petra Todd, 2003. "Does Matching Overcome Lalonde's Critique of Nonexperimental Estimators?," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20035, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
- James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
- John A. Tatom, 1991. "Should government spending on capital goods be raised?," Review, Federal Reserve Bank of St. Louis, issue Mar, pages 3-15.
- Markus Frlich, 2004. "Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 77-90, February.
- Matias Busso & John DiNardo & Justin McCrary, 2014. "New Evidence on the Finite Sample Properties of Propensity Score Reweighting and Matching Estimators," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 885-897, December.
- Alberto Abadie & Guido W. Imbens, 2008. "Estimation of the Conditional Variance in Paired Experiments," Annals of Economics and Statistics, GENES, issue 91-92, pages 175-187.
- Kolko, Jed, 2012. "Broadband and local growth," Journal of Urban Economics, Elsevier, vol. 71(1), pages 100-113.
- 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.
- 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.
- 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.
- Elizabeth Mack & Alessandra Faggian, 2013. "Productivity and Broadband," International Regional Science Review, , vol. 36(3), pages 392-423, July.
- Ashenfelter, Orley & Card, David, 1985.
"Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs,"
The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
- Orley Ashenfelter & David E. Card, 1984. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," Working Papers 554, Princeton University, Department of Economics, Industrial Relations Section..
- Orley Ashenfelter & David Card, 1984. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," NBER Working Papers 1489, National Bureau of Economic Research, Inc.
- Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004.
"How Much Should We Trust Differences-In-Differences Estimates?,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
- Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2002. "How Much Should We Trust Differences-in-Differences Estimates?," NBER Working Papers 8841, National Bureau of Economic Research, Inc.
- Burton, Mark & Wilson, Wesley W., 2018. "Economically Efficient Composition of Rural Infrastructure Investment," Issue Reports 277659, Farm Foundation.
- repec:bla:eurcho:v:7:y:2008:i:si:p:52-59 is not listed on IDEAS
- Elizabeth A. Mack & Tony H. Grubesic, 2009. "Broadband Provision And Firm Location In Ohio: An Exploratory Spatial Analysis," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 100(3), pages 298-315, July.
- Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
- Agriculture and Rural Economy Division, 1990. "Infrastructure Investment and Economic Development: Rural Strategies for the 1990's," Staff Reports 278358, United States Department of Agriculture, Economic Research Service.
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- Adam, Antonis & Tsarsitalidou, Sofia, 2023. "Be my guest: the effect of foreign policy visits to the USA on FDI," LSE Research Online Documents on Economics 119368, London School of Economics and Political Science, LSE Library.
- Anil Rupasingha & John Pender & Ryan Williams, 2024. "Broadband and rural development: Impacts of the U.S. Department of Agriculture Broadband Initiatives Program on saving and creating jobs," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 698-721, April.
- 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).
- 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).
- Wolfgang Briglauer & Michał Grajek, 2021. "Effectiveness and efficiency of state aid for new broadband networks: Evidence from OECD member states," ESMT Research Working Papers ESMT-21-01, ESMT European School of Management and Technology.
- 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).
- Pender, John & Goldstein, Joshua & Mahoney-Nair, Devika & Charankevich, Hanna, 2023. "Three USDA Rural Broadband Programs: Areas and Populations Served," Economic Information Bulletin 340565, United States Department of Agriculture, Economic Research Service.
- 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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More about this item
Keywords
Community/Rural/Urban Development; Research and Development/Tech Change/Emerging Technologies;JEL classification:
- L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software
- J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
- O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
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