IDEAS home Printed from https://ideas.repec.org/p/ags/aaea25/360765.html
   My bibliography  Save this paper

Additionality and Persistence of Afforestation Incentives: Evidence from the Conservation Reserve Program

Author

Listed:
  • Rosenberg, Andrew
  • Gramig, Benjamin M.
  • Beeson, Peter
  • Iovanna, Rich

Abstract

For years, the U.S. Department of Agriculture, and increasingly private incentive programs, have provided financial assistance to farmers to plant new forestland in place of commodity crops. Afforestation of cropland can provide multiple ecosystem services. However, as with any voluntary incentives, an increase in ecosystem services depends on the degree to which realized afforestation is additional and persistent. Incentives are additional if farmers would not have switched to timber without government assistance; and defined as persistent if managers of new timberland do not simply return their land to crops after their afforestation contracts end. In this study, we assess the long-run impacts of incentives for afforestation of cropland in USDA’s Conservation Reserve Program. We estimate impacts using a regression discontinuity design, relying on the Conservation Reserve Program’s General Signup auction mechanism. We use remote-sensing data to detect the extent of trees within tracts of land that rejected and accepted offers in the program. We find that more than 50 percent of land enrolled is additional; and that impacts are persistent as well, with most long-run impacts coming from parcels that have exited the program.

Suggested Citation

  • Rosenberg, Andrew & Gramig, Benjamin M. & Beeson, Peter & Iovanna, Rich, 2025. "Additionality and Persistence of Afforestation Incentives: Evidence from the Conservation Reserve Program," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360765, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea25:360765
    DOI: 10.22004/ag.econ.360765
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/360765/files/75199_103891_105300_75199_103891_105300_CRP_trees_AAEA_041425.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.360765?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
    ---><---

    References listed on IDEAS

    as
    1. Mariano Mezzatesta & David A. Newburn & Richard T. Woodward, 2013. "Additionality and the Adoption of Farm Conservation Practices," Land Economics, University of Wisconsin Press, vol. 89(4), pages 722-742.
    2. Rosenberg, Andrew B. & Pratt, Bryan & Arnold, David & Williams, Ryan, 2024. "Land Use of Rejected, Enrolled, and Expiring Fields in the Conservation Reserve Program," Economic Information Bulletin 344828, United States Department of Agriculture, Economic Research Service.
    3. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    4. Roger Claassen & Eric N. Duquette & David J. Smith, 2018. "Additionality in U.S. Agricultural Conservation Programs," Land Economics, University of Wisconsin Press, vol. 94(1), pages 19-35.
    5. Chabé-Ferret, Sylvain & Subervie, Julie, 2013. "How much green for the buck? Estimating additional and windfall effects of French agro-environmental schemes by DID-matching," Journal of Environmental Economics and Management, Elsevier, vol. 65(1), pages 12-27.
    6. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    7. Aspelund, Karl M. & Russo, Anna, 2025. "Additionality and Asymmetric Information in Environmental Markets: Evidence from Conservation Auctions," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361138, Agricultural and Applied Economics Association.
    8. Lemieux, Thomas & Milligan, Kevin, 2008. "Incentive effects of social assistance: A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
    9. Michael J. Roberts & Ruben N. Lubowski, 2007. "Enduring Impacts of Land Retirement Policies: Evidence from the Conservation Reserve Program," Land Economics, University of Wisconsin Press, vol. 83(4), pages 516-538.
    10. Lubowski, Ruben N. & Plantinga, Andrew J. & Stavins, Robert N., 2006. "Land-use change and carbon sinks: Econometric estimation of the carbon sequestration supply function," Journal of Environmental Economics and Management, Elsevier, vol. 51(2), pages 135-152, March.
    11. Mason, Charles F. & Plantinga, Andrew J., 2013. "The additionality problem with offsets: Optimal contracts for carbon sequestration in forests," Journal of Environmental Economics and Management, Elsevier, vol. 66(1), pages 1-14.
    12. Andrew B. Rosenberg & Bryan Pratt & Daniel Szmurlo, 2025. "Impacts of an increase in federal assistance for cover cropping: Evidence from the Environmental Quality Incentives Program," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(3), pages 795-825, May.
    13. Jennifer Alix-García & Daniel L. Millimet, 2023. "Remotely Incorrect? Accounting for Nonclassical Measurement Error in Satellite Data on Deforestation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 10(5), pages 1335-1367.
    14. Fleming, Patrick & Lichtenberg, Erik & Newburn, David A., 2018. "Evaluating impacts of agricultural cost sharing on water quality: Additionality, crowding In, and slippage," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 1-19.
    15. Hendricks, Nathan P. & Er, Emrah, 2018. "Changes in cropland area in the United States and the role of CRP," Food Policy, Elsevier, vol. 75(C), pages 15-23.
    16. Patrick Fleming, 2017. "Agricultural Cost Sharing and Water Quality in the Chesapeake Bay: Estimating Indirect Effects of Environmental Payments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(5), pages 1208-1227.
    17. Claassen, Roger & Bowman, Maria & McFadden, Jonathan & Smith, David & Wallander, Steven, 2018. "Tillage Intensity and Conservation Cropping in the United States," Economic Information Bulletin 277566, United States Department of Agriculture, Economic Research Service.
    18. Oladipo S. Obembe & Nathan P. Hendricks, 2022. "Marginal cost of carbon sequestration through forest afforestation of agricultural land in the southeastern United States," Agricultural Economics, International Association of Agricultural Economists, vol. 53(S1), pages 59-73, November.
    19. David Wuepper & Robert Finger, 2023. "Regression discontinuity designs in agricultural and environmental economics," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 1-28.
    20. Lewandrowski, Jan & Peters, Mark & Jones, Carol & House, Robert & Sperow, Mark & Eve, Marlene & Paustian, Keith, 2004. "Economics of Sequestering Carbon in the U.S. Agricultural Sector," Technical Bulletins 184317, United States Department of Agriculture, Economic Research Service.
    21. Lewandrowski, Jan & Peters, Mark & Jones, Carol Adaire & House, Robert M. & Sperow, Mark & Eve, Marlen & Paustian, Keith H., 2004. "Economics Of Sequestering Carbon In The U.S. Agricultural Sector," Technical Bulletins 33569, United States Department of Agriculture, Economic Research Service.
    22. Andrew B. Rosenberg & Bryan Pratt, 2024. "Land use impacts of the Conservation Reserve Program: An analysis of rejected offers," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(3), pages 1217-1240, May.
    23. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    Full references (including those not matched with items on IDEAS)

    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. Andrew B. Rosenberg & Bryan Pratt & Daniel Szmurlo, 2025. "Impacts of an increase in federal assistance for cover cropping: Evidence from the Environmental Quality Incentives Program," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(3), pages 795-825, May.
    2. Andrew B. Rosenberg & Bryan Pratt, 2024. "Land use impacts of the Conservation Reserve Program: An analysis of rejected offers," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(3), pages 1217-1240, May.
    3. Fleming, Patrick & Lichtenberg, Erik & Newburn, David, "undated". "Water Quality Trading Program Design with Heterogeneous Behavioral Responses," 2018 Annual Meeting, August 5-7, Washington, D.C. 274429, Agricultural and Applied Economics Association.
    4. Lichtenberg, Erik, "undated". "Additionality of Conservation Cost Sharing," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 259939, Agricultural and Applied Economics Association.
    5. Kim, Youngho & Lichtenberg, Erik & Newburn, David A., 2024. "Payments and penalties in ecosystem services programs," Journal of Environmental Economics and Management, Elsevier, vol. 126(C).
    6. repec:ags:aaea22:343974 is not listed on IDEAS
    7. Kim, Youngho & Newburn, David & Lichtenberg, Erik & Wietelman, Derek & Wang, Haoluan, 2025. "Emissions Trading Programs for Afforestation: Interactions with Federal Agricultural Conservation Programs," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360762, Agricultural and Applied Economics Association.
    8. David J. Pannell & Roger Claassen, 2020. "The Roles of Adoption and Behavior Change in Agricultural Policy," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 31-41, March.
    9. Lichtenberg, Erik & Wang, Haoluan & Newburn, David, "undated". "Uptake and Additionality in a Green Payment Program: A Panel Data Study of the Maryland Cover Crop Program," 2018 Annual Meeting, August 5-7, Washington, D.C. 274455, Agricultural and Applied Economics Association.
    10. Wang, Tong & Jin, Hailong, 2024. "Impact of cost share programs on conservation practice adoption: A new perspective," 2024 Annual Meeting, July 28-30, New Orleans, LA 343974, Agricultural and Applied Economics Association.
    11. Sawadgo, Wendiam & Plastina, Alejandro, 2021. "Do cost-share programs increase cover crop use? Empirical evidence from Iowa," ISU General Staff Papers 202101010800001084, Iowa State University, Department of Economics.
    12. Bowman, Maria & Ferraro, Paul J. & Fuller, Kate Binzen & Gramig, Benjamin & Mosheim, Roberto & Njuki, Eric & Pratt, Bryan & Rejesus, Roderick & Rosenberg, Andrew, 2025. "Economic Outcomes of Soil Health and Conservation Practices on U.S. Cropland," Economic Research Report 358985, United States Department of Agriculture, Economic Research Service.
    13. Nicholas J Pates & Nathan P Hendricks, 2020. "Additionality from Payments for Environmental Services with Technology Diffusion," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 281-299, January.
    14. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    15. Kim, Youngho, 2023. "Payments for Ecosystem Services Programs and Climate Change Adaptation in Agriculture," 2023 Annual Meeting, July 23-25, Washington D.C. 335971, Agricultural and Applied Economics Association.
    16. Thierno Bocar Diop & Lionel Védrine, 2024. "Did crop diversity criterion from CAP green payments affect both economic and environmental farm performances? Quasi-experimental evidence from France," Post-Print hal-04739921, HAL.
    17. Diop, Thierno Bocar & Védrine, Lionel, 2025. "Did crop diversity criterion from CAP green payments affect both economic and environmental farm performances? Quasi-experimental evidence from France," Ecological Economics, Elsevier, vol. 227(C).
    18. repec:ags:aaea22:335971 is not listed on IDEAS
    19. Dong, Yingying, 2010. "Jumpy or Kinky? Regression Discontinuity without the Discontinuity," MPRA Paper 25461, University Library of Munich, Germany.
    20. Majeed, Fahd & Khanna, Madhu & Miao, Ruiqing & Blanc, Elena & Hudiburg, Tara & DeLucia, Evan, 2020. "Designing payments for GHG mitigation to induce low carbon bioenergy production," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304394, Agricultural and Applied Economics Association.
    21. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    22. Kettlewell, Nathan & Siminski, Peter, 2020. "Optimal Model Selection in RDD and Related Settings Using Placebo Zones," IZA Discussion Papers 13639, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    ;

    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:ags:aaea25:360765. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    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.