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A Scalable Energy–Economy Model for State-Level Policy Analysis Applied to a Demand-Side Management Program

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  • Zachary A. Wendling
  • David C. Warren
  • Barry M. Rubin
  • Sanya Carley
  • Kenneth R. Richards

Abstract

Over the past two decades, states and cities implemented low-carbon energy development, renewable portfolio standards, demand-side management (DSM), renewable energy production incentives, green building requirements, regional carbon trading agreements, and other energy-based economic development initiatives. Yet the dearth of state-level and substate-level models makes it difficult to predict the effects of such actions. This article addresses this shortcoming by presenting the performance results of the new Indiana Scalable Economy and Energy Model (IN-SEEM)—a model utilizing a dynamic, simultaneous equations framework—and demonstrates the model’s capabilities with an analysis of electricity price increases from a DSM program in the state of Indiana. Overall performance of the model is strong, with high adjusted R 2 values and low mean absolute percent errors for most of 30 endogenous variables. A DSM price increase analysis finds variation in impact across the state’s 10 major economic sectors and small changes in energy consumption.

Suggested Citation

  • Zachary A. Wendling & David C. Warren & Barry M. Rubin & Sanya Carley & Kenneth R. Richards, 2020. "A Scalable Energy–Economy Model for State-Level Policy Analysis Applied to a Demand-Side Management Program," Economic Development Quarterly, , vol. 34(4), pages 372-386, November.
    • Handle: RePEc:sae:ecdequ:v:34:y:2020:i:4:p:372-386
    DOI: 10.1177/0891242420937792
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    as
    1. Andries Brandsma & D'Artis Kancs, 2015. "RHOMOLO: A Dynamic General Equilibrium Modelling Approach to the Evaluation of the European Union's R&D Policies," Regional Studies, Taylor & Francis Journals, vol. 49(8), pages 1340-1359, August.
    2. Roland-Holst, David, 2008. "Energy efficiency, innovation, and job creation in California," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt7qz3b977, Department of Agricultural & Resource Economics, UC Berkeley.
    3. Chen, Cliff & Wiser, Ryan & Mills, Andrew & Bolinger, Mark, 2009. "Weighing the costs and benefits of state renewables portfolio standards in the United States: A comparative analysis of state-level policy impact projections," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(3), pages 552-566, April.
    4. Jean Charles Hourcade & Mark Jaccard & Chris Bataille & Frédéric Ghersi, 2006. "Hybrid Modeling: New Answers to Old Challenges," Post-Print halshs-00471234, HAL.
    5. Nic Rivers & Mark Jaccard, 2005. "Combining Top-Down and Bottom-Up Approaches to Energy-Economy Modeling Using Discrete Choice Methods," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 83-106.
    6. Barry D. Solomon & Barry M. Rubin, 1997. "Environmental Linkages in Regional Econometric Models: An Analysis of Coal Development in Western Kentucky," Land Economics, University of Wisconsin Press, vol. 62(1), pages 43-57.
    7. Jean-Charles Hourcade & Mark Jaccard & Chris Bataille & Frédéric Ghersi, 2006. "Hybrid Modeling: New Answers to Old Challenges Introduction to the Special Issue of The Energy Journal," The Energy Journal, , vol. 27(2_suppl), pages 1-11, June.
    8. Lu, Liwei & Preckel, Paul V. & Gotham, Douglas & Liu, Andrew L., 2016. "An assessment of alternative carbon mitigation policies for achieving the emissions reduction of the Clean Power Plan: Case study for the state of Indiana," Energy Policy, Elsevier, vol. 96(C), pages 661-672.
    9. Timothy Considine & Edward Manderson, 2013. "Balancing Fiscal, Energy, and Environmental Concerns: Analyzing the Policy Options for California’s Energy and Economic Future," Energies, MDPI, vol. 6(3), pages 1-32, March.
    10. Wiser, Ryan & Porter, Kevin & Clemmer, Steve, 2000. "Emerging Markets for Renewable Energy: The Role of State Policies during Restructuring," The Electricity Journal, Elsevier, vol. 13(1), pages 13-24.
    11. Geoffrey J. Blanford, James H. Merrick, and David Young, 2014. "A Clean Energy Standard Analysis with the US-REGEN Model," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    12. Steven A. Gabriel & Andy S. Kydes & Peter Whitman, 2001. "The National Energy Modeling System: A Large-Scale Energy-Economic Equilibrium Model," Operations Research, INFORMS, vol. 49(1), pages 14-25, February.
    13. Sanya Carley, 2012. "Energy demand‐side management: New perspectives for a new era," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 31(1), pages 6-32, December.
    14. Sanya Carley, 2011. "The Era of State Energy Policy Innovation: A Review of Policy Instruments," Review of Policy Research, Policy Studies Organization, vol. 28(3), pages 265-294, May.
    15. Sanya Carley & Sara Lawrence, 2014. "Energy-Based Economic Development," Springer Books, Springer, edition 127, number 978-1-4471-6341-1, December.
    16. Son H. Kim, Jae Edmonds, Josh Lurz, Steven J. Smith, and Marshall Wise, 2006. "The objECTS Framework for integrated Assessment: Hybrid Modeling of Transportation," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 63-92.
    17. Adam Rose & Dan Wei & Noah Dormady, 2011. "Regional macroeconomic assessment of the Pennsylvania Climate Action Plan," Regional Science Policy & Practice, Wiley Blackwell, vol. 3(4), pages 357-379, November.
    18. Murray, Brian C. & Pizer, William A. & Ross, Martin T., 2015. "Regulating existing power plants under the U.S. Clean Air Act: Present and future consequences of key design choices," Energy Policy, Elsevier, vol. 83(C), pages 87-98.
    19. Barry G. Rabe, 2008. "States on Steroids: The Intergovernmental Odyssey of American Climate Policy," Review of Policy Research, Policy Studies Organization, vol. 25(2), pages 105-128, March.
    20. Jones, Marcia & Kane, Sharon P. & McKissick, John C., 2010. "An Estimation of the Potential Impact on Georgia's Economy of Higher Energy Costs Predicted Under the Cap and Trade Provisions of H.R. 2454," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 28(2), pages 1-20.
    21. Ross, Martin T. & Murray, Brian C., 2016. "What is the fuel of the future? Prospects under the Clean Power Plan," Energy Economics, Elsevier, vol. 60(C), pages 451-459.
    22. Slattery, Michael C. & Lantz, Eric & Johnson, Becky L., 2011. "State and local economic impacts from wind energy projects: Texas case study," Energy Policy, Elsevier, vol. 39(12), pages 7930-7940.
    23. Jean-Charles Hourcade, Mark Jaccard, Chris Bataille, and Frederic Ghersi, 2006. "Hybrid Modeling: New Answers to Old Challenges Introduction to the Special Issue of The Energy Journal," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 1-12.
    24. Andries Brandsma & d'Artis Kancs & Philippe Monfort & Alexandra Rillaers, 2015. "RHOMOLO: A dynamic spatial general equilibrium model for assessing the impact of cohesion policy," Papers in Regional Science, Wiley Blackwell, vol. 94, pages 197-221, November.
    25. 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.
    26. James Bushnell & Carla Peterman & Catherine Wolfram, 2007. "Local Solutions to Global Problems: Policy Choice and Regulatory Jurisdiction," NBER Working Papers 13472, National Bureau of Economic Research, Inc.
    27. H. Pollitt & E. Alexandri & U. Chewpreecha & G. Klaassen, 2015. "Macroeconomic analysis of the employment impacts of future EU climate policies," Climate Policy, Taylor & Francis Journals, vol. 15(5), pages 604-625, September.
    28. Mark K. Jaccard & John Nyboer & Crhis Bataille & Bryn Sadownik, 2003. "Modeling the Cost of Climate Policy: Distinguishing Between Alternative Cost Definitions and Long-Run Cost Dynamics," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 49-73.
    29. Collins, Alan R. & Hansen, Evan & Hendryx, Michael, 2012. "Wind versus coal: Comparing the local economic impacts of energy resource development in Appalachia," Energy Policy, Elsevier, vol. 50(C), pages 551-561.
    30. Coon, Randal C. & Hodur, Nancy M. & Bangsund, Dean A., 2012. "Renewable Energy Industries' Contribution to the North Dakota Economy," Agribusiness & Applied Economics Report 140122, North Dakota State University, Department of Agribusiness and Applied Economics.
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    2. Valery Okulich-Kazarin & Artem Artyukhov & Łukasz Skowron & Tomasz Wołowiec, 2024. "The Crossroads of the Knowledge Economy and Renewable Energy: Recommendations for Poland," Energies, MDPI, vol. 17(23), pages 1-27, December.

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