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省级财政支出效率空间溢出效应研究：基于超效率dea和gsm模型
[Study on Spatial Spillover Effect of Provincial Fiscal Efficiency: Based on Super-Efficient DEA and GSM Model]

Author

Listed:
  • Xu, Kun
  • Guan, Zhihua
  • Xu, Wenli

Abstract

Knowledge, equipped by labors and technologies, has significant spatial spillover effects on spurring economic growth. This paper by utilizing super-efficiency DEA model evaluates relative efficiency of fiscal expenditure of 31 local governments from 2007 to 2013, and, by employing GSM model, testifies if there is any kind of spatial effect as well as their type. Super-efficiency DEA results show that: fiscal spending of local governments are generally efficient; fiscal efficiency in western China and boundary provinces are higher, that in eastern China and coast provinces are relatively ineffective yet; there exists distinct effect of regional agglomeration. And GSM model manifests that: fiscal efficiency of local governments is without spatial spillover effect; its velocity in 2007 and 2008 is with the positive effect, while it disappears from 2009 to 2013.

Suggested Citation

  • Xu, Kun & Guan, Zhihua & Xu, Wenli, 2015. "省级财政支出效率空间溢出效应研究：基于超效率dea和gsm模型 [Study on Spatial Spillover Effect of Provincial Fiscal Efficiency: Based on Super-Efficient DEA and GSM Model]," MPRA Paper 71132, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:71132
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    1. Siqi Zheng & Weizeng Sun & Jianfeng Wu & Matthew E. Kahn, 2015. "The Birth of Edge Cities in China: Measuring the Spillover Effects of Industrial Parks," NBER Working Papers 21378, National Bureau of Economic Research, Inc.
    2. Nicholas Bloom & Paul Romer & Stephen J Terry & John Van Reenen, 2021. "Trapped Factors and China’s Impact on Global Growth [Competition and innovation: an inverted-U relationship]," The Economic Journal, Royal Economic Society, vol. 131(633), pages 156-191.
    3. Robert E. Lucas Jr. & Benjamin Moll, 2014. "Knowledge Growth and the Allocation of Time," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 1-51.
    4. Per Andersen & Niels Christian Petersen, 1993. "A Procedure for Ranking Efficient Units in Data Envelopment Analysis," Management Science, INFORMS, vol. 39(10), pages 1261-1264, October.
    5. Lucas, Robert E, Jr, 1990. "Why Doesn't Capital Flow from Rich to Poor Countries?," American Economic Review, American Economic Association, vol. 80(2), pages 92-96, May.
    6. Daron Acemoglu & Simon Johnson, 2014. "Disease and Development: A Reply to Bloom, Canning, and Fink," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1367-1375.
    7. Daron Acemoglu & Philippe Aghion & Rachel Griffith & Fabrizio Zilibotti, 2010. "Vertical Integration and Technology: Theory and Evidence," Journal of the European Economic Association, MIT Press, vol. 8(5), pages 989-1033, September.
    8. Davig, Troy & Leeper, Eric M., 2011. "Monetary-fiscal policy interactions and fiscal stimulus," European Economic Review, Elsevier, vol. 55(2), pages 211-227, February.
    9. Carolin Haeussler & Lin Jiang & Jerry Thursby & Marie C. Thursby, 2009. "Specific and General Information Sharing Among Academic Scientists," NBER Working Papers 15315, National Bureau of Economic Research, Inc.
    10. Manisha Shah & Bryce Millett Steinberg, 2021. "Workfare and Human Capital Investment: Evidence from India," Journal of Human Resources, University of Wisconsin Press, vol. 56(2), pages 380-405.
    11. Galí, Jordi & Perotti, Roberto, 2003. "Fiscal Policy and Monetary Integration in Europe," CEPR Discussion Papers 3933, C.E.P.R. Discussion Papers.
    12. David E. Bloom & David Canning & Günther Fink, 2014. "Disease and Development Revisited," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1355-1366.
    13. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    14. Sara Heller & Harold A. Pollack & Roseanna Ander & Jens Ludwig, 2013. "Preventing Youth Violence and Dropout: A Randomized Field Experiment," NBER Working Papers 19014, National Bureau of Economic Research, Inc.
    15. Alan J. Auerbach & Yuriy Gorodnichenko, 2013. "Output Spillovers from Fiscal Policy," American Economic Review, American Economic Association, vol. 103(3), pages 141-146, May.
    16. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 793-829, Elsevier.
    17. Luosha Du & Ann Harrison & Gary Jefferson, 2022. "FDI Spillovers and Industrial Policy: The Role of Tariffs and Tax Holidays," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 9, pages 215-232, World Scientific Publishing Co. Pte. Ltd..
    18. Adriana Kugler & Maurice Kugler & Juan Saavedra & Luis Omar Herrera Prada, 2015. "Long-Term Educational Consequences of Vocational Training in Colombia: Impacts on Young Trainees and Their Relatives," NBER Working Papers 21607, National Bureau of Economic Research, Inc.
    19. Ottaviano, Gianmarco I.P. & Peri, Giovanni & Wright, Greg C., 2018. "Immigration, trade and productivity in services: Evidence from U.K. firms," Journal of International Economics, Elsevier, vol. 112(C), pages 88-108.
    20. Hanson, Gordon H, 1996. "Localization Economies, Vertical Organization, and Trade," American Economic Review, American Economic Association, vol. 86(5), pages 1266-1278, December.
    21. Stephen P. Holland, 2010. "Spillovers from Climate Policy," NBER Working Papers 16158, National Bureau of Economic Research, Inc.
    22. Fernando E. Alvarez & Francisco J. Buera & Robert E. Lucas, Jr., 2013. "Idea Flows, Economic Growth, and Trade," NBER Working Papers 19667, National Bureau of Economic Research, Inc.
    23. Adam B. Jaffe & Trinh Le, 2015. "The Impact of R&D Subsidy on Innovation: a Study of New Zealand Firms," NBER Working Papers 21479, National Bureau of Economic Research, Inc.
    24. Russell W. Cooper & Hubert Kempf & Dan Peled, 2009. "Insulation impossible: fiscal spillovers in a monetary union," Globalization Institute Working Papers 30, Federal Reserve Bank of Dallas.
    25. Francisco Rodríguez & Dani Rodrik, 2001. "Trade Policy and Economic Growth: A Skeptic's Guide to the Cross-National Evidence," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 261-338, National Bureau of Economic Research, Inc.
    26. Sneha Elango & Jorge Luis García & James J. Heckman & Andrés Hojman, 2015. "Early Childhood Education," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 235-297, National Bureau of Economic Research, Inc.
    27. Grossman, Gene M. & Helpman, Elhanan, 1991. "Trade, knowledge spillovers, and growth," European Economic Review, Elsevier, vol. 35(2-3), pages 517-526, April.
    28. Aizenman, Joshua & Chinn, Menzie D. & Ito, Hiro, 2016. "Monetary policy spillovers and the trilemma in the new normal: Periphery country sensitivity to core country conditions," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 298-330.
    29. Branstetter, Lee, 2006. "Is foreign direct investment a channel of knowledge spillovers? Evidence from Japan's FDI in the United States," Journal of International Economics, Elsevier, vol. 68(2), pages 325-344, March.
    30. Solomon M. Hsiang & Amir S. Jina, 2014. "The Causal Effect of Environmental Catastrophe on Long-Run Economic Growth: Evidence From 6,700 Cyclones," NBER Working Papers 20352, National Bureau of Economic Research, Inc.
    31. Sang Yoon (Tim) Lee & Yongseok Shin & Donghoon Lee, 2015. "The Option Value of Human Capital: Higher Education and Wage Inequality," NBER Working Papers 21724, National Bureau of Economic Research, Inc.
    32. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    33. Ilyana Kuziemko, 2011. "Human Capital Spillovers in Families: Do Parents Learn from or Lean on their Children?," NBER Working Papers 17235, National Bureau of Economic Research, Inc.
    34. Matthew B. Canzoneri & Robert E. Cumby & Behzad T. Diba, 2006. "How Do Monetary and Fiscal Policy Interact in the European Monetary Union?," NBER Chapters, in: NBER International Seminar on Macroeconomics 2004, pages 241-326, National Bureau of Economic Research, Inc.
    35. Robert E. Lucas, 2000. "Some Macroeconomics for the 21st Century," Journal of Economic Perspectives, American Economic Association, vol. 14(1), pages 159-168, Winter.
    36. Ann Huff Stevens & Michal Kurlaender & Michel Grosz, 2019. "Career Technical Education and Labor Market Outcomes: Evidence from California Community Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 986-1036.
    37. Richard Jensen & Jerry Thursby & Marie C. Thursby, 2010. "University-Industry Spillovers, Government Funding, and Industrial Consulting," NBER Working Papers 15732, National Bureau of Economic Research, Inc.
    38. Anna Aizer & Joseph J. Doyle, 2015. "Juvenile Incarceration, Human Capital, and Future Crime: Evidence from Randomly Assigned Judges," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(2), pages 759-803.
    39. Stefanie Stantcheva, 2015. "Learning and (or) Doing: Human Capital Investments and Optimal Taxation," NBER Working Papers 21381, National Bureau of Economic Research, Inc.
    40. Richard H. Clarida & Jeffrey Frankel & Francesco Giavazzi & Kenneth D. West, 2006. "NBER International Seminar on Macroeconomics 2004," NBER Books, National Bureau of Economic Research, Inc, number clar06-1, March.
    41. Adriana Kugler & Maurice Kugler & Juan E. Saavedra & Luis Omar Herrera-Prada, 2022. "Long-Term Educational Consequences of Vocational Training in Colombia: Impacts on Young Trainees and Their Relatives," Journal of Human Resources, University of Wisconsin Press, vol. 57(1), pages 178-216.
    42. Rafael Dix-Carneiro & Brian K. Kovak, 2015. "Trade Liberalization and the Skill Premium: A Local Labor Markets Approach," American Economic Review, American Economic Association, vol. 105(5), pages 551-557, May.
    43. Baicker, Katherine, 2005. "The spillover effects of state spending," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 529-544, February.
    44. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    45. Joanne W. Hsu & David A. Matsa & Brian T. Melzer, 2014. "Positive Externalities of Social Insurance: Unemployment Insurance and Consumer Credit," NBER Working Papers 20353, National Bureau of Economic Research, Inc.
    46. Jordi Galí & Roberto Perotti, 2003. "Fiscal policy and monetary integration in Europe [‘Consumption smoothing through fiscal policy in OECD and EU countries’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(37), pages 533-572.
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    More about this item

    Keywords

    Fiscal Efficiency; Economic Growth; Spatial Spillover Effect; General Spatial Model;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • E0 - Macroeconomics and Monetary Economics - - General
    • H0 - Public Economics - - General

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