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Abstract

This article investigates the Super Efficiency of Indian Automobile Companies. Attempts are made to study the efficiency of fund utilization, both debt and equity, by relating returns to the respective stakeholders supplying the funds, as well as efficiency of working capital in generating sales using publicly available financial data of these companies. The Data Envelopment Analysis is employed to estimate the financial efficiency of each company in comparison with other companies of automobile sector with the help of different efficiency scores keeping in mind different aspect of operations. Then Super Efficiency Model is applied on most efficient companies to find out the super efficient company. The different efficiency scores thus obtained are reduced into a single most explanatory score with the help of factor analysis. Based on efficiency measurement and factor score, the companies are then sorted. This gives us clear idea regarding performance of different companies for the stipulated time horizon.

Keywords

Efficiency super efficiency data envelopment analysis and factor analysis

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References

Banker

R.D.

(1993). Maximum likelihood, consistency and data envelopment analysis: a statistical foundation. Management Science, 39(10), 1265–1273.

Bauer

P.W.

(1990). Recent Developments in the economic estimation of frontier, Journal of Econometrics, 46, 39–56.

Bauer

P.W.

Allen

N.B.

Gary

D.F.

David

B.H.

(1998). Consistency conditions for regulatory analysis of financial Institutions: A comparison of frontier efficiency techniques, Journal of Economics and Business, 50, 85–114.

Berger

A.N.

Humphrey

D.V.

(1997). Efficiency of financial institutions: International survey and directions for future research. European Journal of Operations Research, 98, 175–212.

Charnes

Cooper

W.W.

Rhodes

(1978). Measuring efficiency of decision making units. European Journal of Operations Research, 2, 429–441.

Färe

R.S.

Grosskopf

Lovell

C.A.K.

(1994). Production Frontiers, Cambridge: Cambridge University Press.

Ferrier

Lovell

C.A.K.

(1990). Measuring cost efficiency in banking: Econometric and linear programming evidence. Journal of Econometrics, 46, 229–245.

Mohamad

A.N.M.N.

, Nor Hayati Bt Ahmad. (2012). The Determinants of Islamic Banks’ Efficiency Changes: Empirical Evidence from the World Banking Sectors. Global Business Review, 13(2), 179–200.

Resti

(1997). Evaluating the Cost Efficiency of the Italian Banking System: What Can Be Learned from the Joint Application of Parametric and Non-parametric Techniques, Journal of Banking and Finance, 21(2), 221–250.

10.

Saranga

Phani

B.V.

(2009). International Transactions in Operational Research, 16(1), 109–130.

11.

Vijay

Venkata

C.A.

(1995). Working Capital & Profitability–an empirical analysis. The Management Accountant, 30(10), 748–750.

12.

Weill

(2004). On the Relationship between Competition and Efficiency in the EU Banking Sector. Kredit and Kapital, 37(3), 329–352.

13.

Zhu

(2003). Quantitative Models for Performance Evaluation and Benchmarking. USA: Kluwer Academic Publishers.

14.

Zhu

Cook

W.D.

(2007). Modeling Data Irregularities and Structural Complexities in Data Envelopment Analysis. Chapter 17, Springer.

Indian Automobile Companies’ Financial Efficiency Measurement: An Investigation using Super Efficiency and Factor Analysis

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