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Modelling efficiency in budget allocations for Indian states using window based non-radial non-concave metafrontier data envelopment analysis

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  • Arora, Nitin
  • Talwar, Shubhendra Jit

Abstract

•Efficiency of 27 states in allocating public income to public expenditure on various heads has been computed.•A window based non-radial non-concave metafrontier DEA is applied for calculations.•Two inputs (revenue and capital receipts) and two desirable outputs (i.e., revenue and capital expenditure) have been used.•Model uses non-discretionary (i.e., repayment of loans) and undesirable (i.e., public debt and disinvestment) outputs too.•The states are bifurcated into non-special and special categories as per Indian Government to apply meta-frontier DEA.•The Slacks are calculated for all inputs and outputs

Suggested Citation

  • Arora, Nitin & Talwar, Shubhendra Jit, 2020. "Modelling efficiency in budget allocations for Indian states using window based non-radial non-concave metafrontier data envelopment analysis," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    • Handle: RePEc:eee:soceps:v:70:y:2020:i:c:s0038012119300333
    DOI: 10.1016/j.seps.2019.100735
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    1. Adolph Wagner, 1958. "Three Extracts on Public Finance," International Economic Association Series, in: Richard A. Musgrave & Alan T. Peacock (ed.), Classics in the Theory of Public Finance, pages 1-15, Palgrave Macmillan.
    2. Roland Craigwell & Danielle Bynoe & Shane Lowe, 2012. "The effectiveness of government expenditure on education and health care in the Caribbean," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 11(1), pages 4-18, April.
    3. Sharmistha Self & Richard Grabowski, 2003. "How effective is public health expenditure in improving overall health? A cross-country analysis," Applied Economics, Taylor & Francis Journals, vol. 35(7), pages 835-845.
    4. Nadeem A. Burney & Jill Johnes & Mohammed Al-Enezi & Marwa Al-Musallam, 2013. "The efficiency of public schools: the case of Kuwait," Education Economics, Taylor & Francis Journals, vol. 21(4), pages 360-379, September.
    5. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    6. Mihaiu, Diana Marieta & Opreana, Alin & Cristescu, Marian Pompiliu, 2010. "Efficiency, Effectiveness and Performance of the Public Sector," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(4), pages 132-147, December.
    7. Qunwei Wang & Ye Hang & Jin‐Li Hu & Ching‐Ren Chiu, 2018. "An alternative metafrontier framework for measuring the heterogeneity of technology," Naval Research Logistics (NRL), John Wiley & Sons, vol. 65(5), pages 427-445, August.
    8. Davis, Peter & Milne, Barry & Parker, Karl & Hider, Phil & Lay-Yee, Roy & Cumming, Jackie & Graham, Patrick, 2013. "Efficiency, effectiveness, equity (E3). Evaluating hospital performance in three dimensions," Health Policy, Elsevier, vol. 112(1), pages 19-27.
    9. Hsu, Fang-Ming & Hsueh, Chao-Chih, 2009. "Measuring relative efficiency of government-sponsored R&D projects: A three-stage approach," Evaluation and Program Planning, Elsevier, vol. 32(2), pages 178-186, May.
    10. António Afonso & Ludger Schuknecht & Vito Tanzi, 2005. "Public sector efficiency: An international comparison," Public Choice, Springer, vol. 123(3), pages 321-347, June.
    11. Gupta, Sanjeev & Verhoeven, Marijn & Tiongson, Erwin R., 2002. "The effectiveness of government spending on education and health care in developing and transition economies," European Journal of Political Economy, Elsevier, vol. 18(4), pages 717-737, November.
    12. C. J. O’Donnell & Saeideh Fallah-Fini & Konstantinos Triantis, 2017. "Measuring and analysing productivity change in a metafrontier framework," Journal of Productivity Analysis, Springer, vol. 47(2), pages 117-128, April.
    13. Chalos, Peter & Cherian, Joseph, 1995. "An application of data envelopment analysis to public sector performance measurement and accountability," Journal of Accounting and Public Policy, Elsevier, vol. 14(2), pages 143-160.
    14. Wang, Derek D., 2019. "Performance-based resource allocation for higher education institutions in China," Socio-Economic Planning Sciences, Elsevier, vol. 65(C), pages 66-75.
    15. Torben Tiedemann & Tammo Francksen & Uwe Latacz-Lohmann, 2011. "Assessing the performance of German Bundesliga football players: a non-parametric metafrontier approach," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 19(4), pages 571-587, December.
    16. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, December.
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