IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v10y2021i6p596-d569034.html
   My bibliography  Save this article

Estimation of Determinants of Farmland Abandonment and Its Data Problems

Author

Listed:
  • Shinichi Kitano

    (Division of Natural Resource Economics, Graduate School of Agriculture, Kyoto University, Oiwake-cho, Kitashirakawa, Sakyo-ku, Kyoto 606-8502, Japan)

Abstract

Abandoned farmland is particularly problematic in developed countries where agriculture has a comparative disadvantage in terms of effective use of land resources invested over time. While many studies have estimated the causes of these problems, few have discussed in detail the impact of data characteristics and accuracy on the estimation results. In this study, issues related to the underlying data and the estimation of the determinants of farmland abandonment were examined. Most previous studies on farmland abandonment in Japan have used census data as the basis of their analyses. However, census data are recorded subjectively by farmers. To address this, surveys of abandoned farmland are being conducted by a third party, and the results are compiled into a geographic information system (GIS) database. Two types of datasets (subjective census data and objective GIS data) were examined for their estimation performance. Although the two sets of data are correlated, there are considerable differences between them. Subjective variables are compatible with subjective data, and objective variables are compatible with objective data (meaning that parameters are easily identified). Original data for analysis, such as policy variables, are compatible with objective data. In policy evaluation research, attention should be paid to objective data collection.

Suggested Citation

  • Shinichi Kitano, 2021. "Estimation of Determinants of Farmland Abandonment and Its Data Problems," Land, MDPI, vol. 10(6), pages 1-17, June.
  • Handle: RePEc:gam:jlands:v:10:y:2021:i:6:p:596-:d:569034
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/10/6/596/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/10/6/596/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wunder, Sven, 2015. "Revisiting the concept of payments for environmental services," Ecological Economics, Elsevier, vol. 117(C), pages 234-243.
    2. Angrist, Joshua D, 1990. "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records," American Economic Review, American Economic Association, vol. 80(3), pages 313-336, June.
    3. Renwick, Alan W. & Jansson, Torbjorn & Verburg, Peter H. & Revoredo-Giha, Cesar & Britz, Wolfgang & Gocht, Alexander & McCracken, Davy, 2011. "Policy Reform and Agricultural Land Abandonment," 85th Annual Conference, April 18-20, 2011, Warwick University, Coventry, UK 108772, Agricultural Economics Society.
    4. Carolina Perpina Castillo & Boyan Kavalov & Vasco Diogo & Chris Jacobs-Crisioni & Filipe Batista e Silva & Carlo Lavalle, 2018. "Agricultural land abandonment in the EU within 2015-2030," JRC Research Reports JRC113718, Joint Research Centre (Seville site).
    5. Prabhu L. Pingali, 1997. "From Subsistence to Commercial Production Systems: The Transformation of Asian Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 628-634.
    6. Keijiro Otsuka, 2013. "Food insecurity, income inequality, and the changing comparative advantage in world agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 44(s1), pages 7-18, November.
    7. Zavalloni, Matteo & D’Alberto, Riccardo & Raggi, Meri & Viaggi, Davide, 2021. "Farmland abandonment, public goods and the CAP in a marginal area of Italy," Land Use Policy, Elsevier, vol. 107(C).
    8. Dolton-Thornton, Nathaniel, 2021. "Viewpoint: How should policy respond to land abandonment in Europe?," Land Use Policy, Elsevier, vol. 102(C).
    9. Guandong Su & Hidenori Okahashi & Lin Chen, 2018. "Spatial Pattern of Farmland Abandonment in Japan: Identification and Determinants," Sustainability, MDPI, vol. 10(10), pages 1-22, October.
    10. Ivar Krumpal, 2013. "Determinants of social desirability bias in sensitive surveys: a literature review," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(4), pages 2025-2047, June.
    11. Yingqian Huang & Fengqin Li & Hualin Xie, 2020. "A Scientometrics Review on Farmland Abandonment Research," Land, MDPI, vol. 9(8), pages 1-26, August.
    12. Tanaka, Tetsuji & Hosoe, Nobuhiro, 2011. "Does agricultural trade liberalization increase risks of supply-side uncertainty?: Effects of productivity shocks and export restrictions on welfare and food supply in Japan," Food Policy, Elsevier, vol. 36(3), pages 368-377, June.
    13. Ito, Junichi & Feuer, Hart N. & Kitano, Shinichi & Asahi, Haruka, 2019. "Assessing the effectiveness of Japan's community-based direct payment scheme for hilly and mountainous areas," Ecological Economics, Elsevier, vol. 160(C), pages 62-75.
    14. Engel, Stefanie & Pagiola, Stefano & Wunder, Sven, 2008. "Designing payments for environmental services in theory and practice: An overview of the issues," Ecological Economics, Elsevier, vol. 65(4), pages 663-674, May.
    15. Angrist, Joshua D, 1990. "Lifetime Earnings and the Vietnam Era Draft Lottery: Evidence from Social Security Administrative Records: Errata," American Economic Review, American Economic Association, vol. 80(5), pages 1284-1286, December.
    16. Shinichi Kitano, 2020. "Formation Factors and Effects on Common Property Resource Conservation of Community Farms," Sustainability, MDPI, vol. 12(12), pages 1-19, June.
    17. Shi, Tiechou & Li, Xiubin & Xin, Liangjie & Xu, Xiaohong, 2018. "The spatial distribution of farmland abandonment and its influential factors at the township level: A case study in the mountainous area of China," Land Use Policy, Elsevier, vol. 70(C), pages 510-520.
    18. Hayami, Yujiro & Ruttan, V W, 1970. "Factor Prices and Technical Change in Agricultural Development: The United States and Japan, 1880-1960," Journal of Political Economy, University of Chicago Press, vol. 78(5), pages 1115-1141, Sept.-Oct.
    19. Ito, Junichi & Feuer, Hart N. & Kitano, Shinichi & Komiyama, Midori, 2018. "A Policy Evaluation of the Direct Payment Scheme for Collective Stewardship of Common Property Resources in Japan," Ecological Economics, Elsevier, vol. 152(C), pages 141-151.
    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. Vedran Živanović & Marko Joksimović & Rajko Golić & Vladimir Malinić & Filip Krstić & Marko Sedlak & Aleksandar Kovjanić, 2022. "Depopulated and Abandoned Areas in Serbia in the 21st Century—From a Local to a National Problem," Sustainability, MDPI, vol. 14(17), pages 1-20, August.

    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. Ito, Junichi, 2022. "Program design and heterogeneous treatment effects of payments for environmental services," Ecological Economics, Elsevier, vol. 191(C).
    2. Thomas Dax & Karin Schroll & Ingrid Machold & Martyna Derszniak-Noirjean & Bernd Schuh & Mailin Gaupp-Berghausen, 2021. "Land Abandonment in Mountain Areas of the EU: An Inevitable Side Effect of Farming Modernization and Neglected Threat to Sustainable Land Use," Land, MDPI, vol. 10(6), pages 1-17, June.
    3. Akresh, Richard & Lucchetti, Leonardo & Thirumurthy, Harsha, 2012. "Wars and child health: Evidence from the Eritrean–Ethiopian conflict," Journal of Development Economics, Elsevier, vol. 99(2), pages 330-340.
    4. Puhani, Patrick A. & Sterrenberg, Margret K., 2021. "Effects of Mandatory Military Service on Wages and Other Socioeconomic Outcomes," Hannover Economic Papers (HEP) dp-684, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    5. Jinhyun Lee, 2013. "A Consistent Nonparametric Bootstrap Test of Exogeneity," Discussion Paper Series, School of Economics and Finance 201316, School of Economics and Finance, University of St Andrews.
    6. repec:hal:wpspec:info:hdl:2441/5rkqqmvrn4tl22s9mc4b6ga2g is not listed on IDEAS
    7. Torun, Huzeyfe, 2019. "Ex-ante labor market effects of compulsory military service," Journal of Comparative Economics, Elsevier, vol. 47(1), pages 90-110.
    8. Cooke, Benjamin & Corbo-Perkins, Gabriella, 2018. "Co-opting and resisting market based instruments for private land conservation," Land Use Policy, Elsevier, vol. 70(C), pages 172-181.
    9. Muhammad Asali, 2017. "Military Service and Future Earnings Revisited," Working Papers 005-17 JEL Codes: J24, J3, International School of Economics at TSU, Tbilisi, Republic of Georgia.
    10. Katarina Keller & Panu Poutvaara & Andreas Wagener, 2009. "Does Military Draft Discourage Enrollment in Higher Education? Evidence from OECD Countries," CESifo Working Paper Series 2838, CESifo.
    11. Xintong Wang & Carlos A. Flores & Alfonso Flores-Lagunes, 2020. "The Effects of Vietnam-Era Military Service on the Long-Term Health of Veterans: A Bounds Analysis," Center for Policy Research Working Papers 234, Center for Policy Research, Maxwell School, Syracuse University.
    12. Mayer, Alex & Jones, Kelly & Hunt, David & Manson, Robert & Carter Berry, Z. & Asbjornsen, Heidi & Wright, Timothy Max & Salcone, Jacob & Lopez Ramirez, Sergio & Ã vila-Foucat, Sophie & Von Thaden Uga, 2022. "Assessing ecosystem service outcomes from payments for hydrological services programs in Veracruz, Mexico: Future deforestation threats and spatial targeting," Ecosystem Services, Elsevier, vol. 53(C).
    13. Angrist, Joshua D. & Chen, Stacey H. & Frandsen, Brigham R., 2010. "Did Vietnam veterans get sicker in the 1990s? The complicated effects of military service on self-reported health," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 824-837, December.
    14. Frank Hubers & Dinand Webbink, 2015. "The long-term effects of military conscription on educational attainment and wages," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-16, December.
    15. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    16. Kadir Atalay & Garry F. Barrett & Peter Siminski, 2019. "Pension incentives and the joint retirement of couples: evidence from two natural experiments," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(3), pages 735-767, July.
    17. DiTraglia, Francis J. & García-Jimeno, Camilo, 2019. "Identifying the effect of a mis-classified, binary, endogenous regressor," Journal of Econometrics, Elsevier, vol. 209(2), pages 376-390.
    18. Rodríguez-Ortega, T. & Olaizola, A.M. & Bernués, A., 2018. "A novel management-based system of payments for ecosystem services for targeted agri-environmental policy," Ecosystem Services, Elsevier, vol. 34(PA), pages 74-84.
    19. Tim Johnson & Dalton Conley, 2019. "Military Service and Public Sector Employment: Birthdates Called in the Vietnam Draft Lotteries Appear Excessively in the Population of Civilian U.S. Federal Personnel Records," NBER Working Papers 25859, National Bureau of Economic Research, Inc.
    20. Han Li & Wei Song, 2021. "Cropland Abandonment and Influencing Factors in Chongqing, China," Land, MDPI, vol. 10(11), pages 1-21, November.
    21. David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs In Economics," Working Papers 1118, Princeton University, Department of Economics, Industrial Relations Section..

    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:gam:jlands:v:10:y:2021:i:6:p:596-:d:569034. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://www.mdpi.com .

    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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.