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Spatial analysis of state policy effects on renewable energy generation capacity in the United States

Author

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  • Thomas, Pinky
  • Collins, Alan R.
  • Etienne, Xiaoli

Abstract

This study evaluates the effectiveness of state-level policies on renewable energy (RE) generation capacity in the United States. Using a comprehensive panel dataset of 3017 counties from 2009 to 2019, we account for county-level variations in policy implementation and employ spatial panel models to capture spillover effects among neighboring counties. Our findings reveal that Renewable Portfolio Standards, expressed as percentage targets, significantly increase RE generation capacity across all sources. Property tax reductions boost solar and wind capacity but do not affect hydro and geothermal energy. In contrast, Energy Efficiency Resource Standards are negatively associated with hydro and geothermal capacity. Other policies, such as the Mandatory Green Power Option, sales tax incentives, and market deregulation, have shown no significant linkage with RE capacity. The results further indicate that spatial spillover effects are more pronounced for solar and wind generation capacity than for hydro and geothermal generation capacity. These findings highlight the need for tailored policies that consider the unique characteristics of each renewable energy source and account for regional interdependence in policy design.

Suggested Citation

  • Thomas, Pinky & Collins, Alan R. & Etienne, Xiaoli, 2026. "Spatial analysis of state policy effects on renewable energy generation capacity in the United States," Utilities Policy, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:juipol:v:98:y:2026:i:c:s095717872500195x
    DOI: 10.1016/j.jup.2025.102080
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    References listed on IDEAS

    as
    1. Li, Xianguo, 2005. "Diversification and localization of energy systems for sustainable development and energy security," Energy Policy, Elsevier, vol. 33(17), pages 2237-2243, November.
    2. Jin, Fei & Lee, Lung-fei, 2015. "On the bootstrap for Moran’s I test for spatial dependence," Journal of Econometrics, Elsevier, vol. 184(2), pages 295-314.
    3. Wiser, Ryan & Bolinger, Mark, 2007. "Can deployment of renewable energy put downward pressure on natural gas prices?," Energy Policy, Elsevier, vol. 35(1), pages 295-306, January.
    4. Stephen J. Redding & Esteban Rossi-Hansberg, 2017. "Quantitative Spatial Economics," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 21-58, September.
    5. Baker, Scott R. & Davis, Steven J. & Levy, Jeffrey A., 2022. "State-level economic policy uncertainty," Journal of Monetary Economics, Elsevier, vol. 132(C), pages 81-99.
    6. Thellufsen, Jakob Zinck & Lund, Henrik, 2017. "Cross-border versus cross-sector interconnectivity in renewable energy systems," Energy, Elsevier, vol. 124(C), pages 492-501.
    7. repec:aen:journl:ej36-2-05 is not listed on IDEAS
    8. Shrimali, Gireesh & Lynes, Melissa & Indvik, Joe, 2015. "Wind energy deployment in the U.S.: An empirical analysis of the role of federal and state policies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 796-806.
    9. Zhou, Xiaoxiao & Dai, Mengsi & Ma, Xiaowei & Charles, Vincent & Shahzad, Umer & Zhao, Xin, 2024. "Economic policy uncertainty and the inhibitory effect of firms' green technology innovation," Global Finance Journal, Elsevier, vol. 60(C).
    10. Thomas P. Lyon & Haitao Yin, 2010. "Why Do States Adopt Renewable Portfolio Standards?: An Empirical Investigation," The Energy Journal, , vol. 31(3), pages 133-158, July.
    11. Charlier, Dorothée & Risch, Anna & Salmon, Claire, 2018. "Energy Burden Alleviation and Greenhouse Gas Emissions Reduction: Can We Reach Two Objectives With One Policy?," Ecological Economics, Elsevier, vol. 143(C), pages 294-313.
    12. Shakya, Shishir & Li, Bingxin & Etienne, Xiaoli, 2022. "Shale revolution, oil and gas prices, and drilling activities in the United States," Energy Economics, Elsevier, vol. 108(C).
    13. Skillington, Katie & Crawford, Robert H. & Warren-Myers, Georgia & Davidson, Kathryn, 2022. "A review of existing policy for reducing embodied energy and greenhouse gas emissions of buildings," Energy Policy, Elsevier, vol. 168(C).
    14. Hitaj, Claudia, 2013. "Wind power development in the United States," Journal of Environmental Economics and Management, Elsevier, vol. 65(3), pages 394-410.
    15. Shazmin, S.A.A. & Sipan, I. & Sapri, M., 2016. "Property tax assessment incentives for green building: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 536-548.
    16. Li, Kewen & Bian, Huiyuan & Liu, Changwei & Zhang, Danfeng & Yang, Yanan, 2015. "Comparison of geothermal with solar and wind power generation systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 42(C), pages 1464-1474.
    17. Yin, Haitao & Powers, Nicholas, 2010. "Do state renewable portfolio standards promote in-state renewable generation[glottal stop]," Energy Policy, Elsevier, vol. 38(2), pages 1140-1149, February.
    18. repec:aen:journl:2010v31-03-a07 is not listed on IDEAS
    19. Fadly, Dalia & Fontes, Francisco, 2019. "Geographical proximity and renewable energy diffusion: An empirical approach," Energy Policy, Elsevier, vol. 129(C), pages 422-435.
    20. Alam, Ahmed W. & Farjana, Ashupta & Houston, Reza, 2023. "Firm investment steering through state-level policy uncertainty," Finance Research Letters, Elsevier, vol. 58(PC).
    21. Wei, Max & Patadia, Shana & Kammen, Daniel M., 2010. "Putting renewables and energy efficiency to work: How many jobs can the clean energy industry generate in the US?," Energy Policy, Elsevier, vol. 38(2), pages 919-931, February.
    22. Menz, Fredric C. & Vachon, Stephan, 2006. "The effectiveness of different policy regimes for promoting wind power: Experiences from the states," Energy Policy, Elsevier, vol. 34(14), pages 1786-1796, September.
    23. Sooriyaarachchi, Thilanka M. & Tsai, I-Tsung & El Khatib, Sameh & Farid, Amro M. & Mezher, Toufic, 2015. "Job creation potentials and skill requirements in, PV, CSP, wind, water-to-energy and energy efficiency value chains," Renewable and Sustainable Energy Reviews, Elsevier, vol. 52(C), pages 653-668.
    24. Balta-Ozkan, Nazmiye & Yildirim, Julide & Connor, Peter M. & Truckell, Ian & Hart, Phil, 2021. "Energy transition at local level: Analyzing the role of peer effects and socio-economic factors on UK solar photovoltaic deployment," Energy Policy, Elsevier, vol. 148(PB).
    25. Brennan, Timothy J. & Palmer, Karen L., 2013. "Energy efficiency resource standards: Economics and policy," Utilities Policy, Elsevier, vol. 25(C), pages 58-68.
    26. Daniel C. Matisoff, 2008. "The Adoption of State Climate Change Policies and Renewable Portfolio Standards: Regional Diffusion or Internal Determinants?," Review of Policy Research, Policy Studies Organization, vol. 25(6), pages 527-546, December.
    27. Arnab Bhattacharjee & Sean Holly, 2011. "Structural interactions in spatial panels," Empirical Economics, Springer, vol. 40(1), pages 69-94, February.
    28. Eric Bowen & Donald J. Lacombe, 2017. "Spatial Dependence in State Renewable Policy: Effects of Renewable Portfolio Standards on Renewable Generation within NERC Regions," The Energy Journal, , vol. 38(3), pages 177-194, May.
    29. Sadorsky, Perry, 2009. "Renewable energy consumption, CO2 emissions and oil prices in the G7 countries," Energy Economics, Elsevier, vol. 31(3), pages 456-462, May.
    30. Berry, David, 2005. "Renewable energy as a natural gas price hedge: the case of wind," Energy Policy, Elsevier, vol. 33(6), pages 799-807, April.
    31. Carley, Sanya, 2009. "State renewable energy electricity policies: An empirical evaluation of effectiveness," Energy Policy, Elsevier, vol. 37(8), pages 3071-3081, August.
    32. Yu, Shiwei & Liu, Jie & Hu, Xing & Tian, Peng, 2022. "Does development of renewable energy reduce energy intensity? Evidence from 82 countries," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    33. Sebitosi, A.B. & Okou, R., 2010. "Re-thinking the power transmission model for sub-Saharan Africa," Energy Policy, Elsevier, vol. 38(3), pages 1448-1454, March.
    34. Bivand, Roger & Müller, Werner G. & Reder, Markus, 2009. "Power calculations for global and local Moran's," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2859-2872, June.
    35. Delmas, Magali A. & Montes-Sancho, Maria J., 2011. "U.S. state policies for renewable energy: Context and effectiveness," Energy Policy, Elsevier, vol. 39(5), pages 2273-2288, May.
    36. James P. LeSage, 2014. "What Regional Scientists Need to Know about Spatial Econometrics," The Review of Regional Studies, Southern Regional Science Association, vol. 44(1), pages 13-32, Spring.
    37. Barradale, Merrill Jones, 2010. "Impact of public policy uncertainty on renewable energy investment: Wind power and the production tax credit," Energy Policy, Elsevier, vol. 38(12), pages 7698-7709, December.
    38. Woo, C.K. & King, M. & Tishler, A. & Chow, L.C.H., 2006. "Costs of electricity deregulation," Energy, Elsevier, vol. 31(6), pages 747-768.
    39. Sarah Johnston, 2019. "Nonrefundable Tax Credits versus Grants: The Impact of Subsidy Form on the Effectiveness of Subsidies for Renewable Energy," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(3), pages 433-460.
    40. Sarzynski, Andrea & Larrieu, Jeremy & Shrimali, Gireesh, 2012. "The impact of state financial incentives on market deployment of solar technology," Energy Policy, Elsevier, vol. 46(C), pages 550-557.
    41. Ryan Wiser & Kevin Porter & Robert Grace, 2005. "Evaluating Experience with Renewables Portfolio Standards in the United States," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 10(2), pages 237-263, April.
    42. Sahoo, Somadutta & Zuidema, Christian & van Stralen, Joost N.P. & Sijm, Jos & Faaij, André, 2022. "Detailed spatial analysis of renewables’ potential and heat: A study of Groningen Province in the northern Netherlands," Applied Energy, Elsevier, vol. 318(C).
    43. Ram Avtar & Netrananda Sahu & Ashwani Kumar Aggarwal & Shamik Chakraborty & Ali Kharrazi & Ali P. Yunus & Jie Dou & Tonni Agustiono Kurniawan, 2019. "Exploring Renewable Energy Resources Using Remote Sensing and GIS—A Review," Resources, MDPI, vol. 8(3), pages 1-23, August.
    44. Dieter Helm, 2005. "The Assessment: The New Energy Paradigm," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 21(1), pages 1-18, Spring.
    45. Adrienne M. Ohler, 2015. "Factors Affecting the Rise of Renewable Energy in the U.S.: Concern over Environmental Quality or Rising Unemployment?," The Energy Journal, , vol. 36(2), pages 97-116, April.
    46. Palmer, Karen L. & Grausz, Samuel & Beasley, Blair & Brennan, Timothy J., 2013. "Putting a floor on energy savings: Comparing state energy efficiency resource standards," Utilities Policy, Elsevier, vol. 25(C), pages 43-57.
    47. Turner, Sean W.D. & Hejazi, Mohamad & Kim, Son H. & Clarke, Leon & Edmonds, Jae, 2017. "Climate impacts on hydropower and consequences for global electricity supply investment needs," Energy, Elsevier, vol. 141(C), pages 2081-2090.
    48. Baicker, Katherine, 2005. "The spillover effects of state spending," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 529-544, February.
    49. Shrimali, Gireesh & Kniefel, Joshua, 2011. "Are government policies effective in promoting deployment of renewable electricity resources?," Energy Policy, Elsevier, vol. 39(9), pages 4726-4741, September.
    50. repec:aen:journl:ej38-3-bowen is not listed on IDEAS
    51. Haggerty, Julia H. & Haggerty, Mark & Rasker, Ray, 2014. "Uneven Local Benefits of Renewable Energy in the U.S. West: Property Tax Policy Effects," Western Economics Forum, Western Agricultural Economics Association, vol. 13(01), pages 1-16.
    52. Prasad, Monica & Munch, Steven, 2012. "State-level renewable electricity policies and reductions in carbon emissions," Energy Policy, Elsevier, vol. 45(C), pages 237-242.
    53. Bird, Lori & Bolinger, Mark & Gagliano, Troy & Wiser, Ryan & Brown, Matthew & Parsons, Brian, 2005. "Policies and market factors driving wind power development in the United States," Energy Policy, Elsevier, vol. 33(11), pages 1397-1407, July.
    54. Menz, Fredric C., 2005. "Green electricity policies in the United States: case study," Energy Policy, Elsevier, vol. 33(18), pages 2398-2410, December.
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    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • P28 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies - - - Natural Resources; Environment
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy

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