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Changes in Operational Efficiency and Firm Performance: A Frontier Analysis Approach
Author(s) -
Baik Bok,
Chae Joon,
Choi Sunhwa,
Farber David B.
Publication year - 2013
Publication title -
contemporary accounting research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.769
H-Index - 99
eISSN - 1911-3846
pISSN - 0823-9150
DOI - 10.1111/j.1911-3846.2012.01179.x
Subject(s) - frontier , library science , management , political science , computer science , law , economics
This study examines whether changes in operational efficiency predict firm performance. Using measures based on frontier analysis as our proxies for operational efficiency, we find that changes in efficiency are positively associated with changes in current and future earnings. We also find a positive relation between efficiency changes and contemporaneous stock returns, implying that investors find the information in efficiency changes to be value relevant. However, we also show that efficiency changes predict future stock returns, suggesting that market participants do not fully incorporate the predictive power of changes in efficiency for future changes in profitability. Finally, we show that our measures of operational efficiency changes are positively associated with analyst forecast revisions, but not associated with analyst forecast errors; these results suggest that analysts have a deep understanding of firms’ efficiency. Importantly, our results hold even after controlling for fundamental signals and changes in asset turnover, a commonly used proxy for operational efficiency. Overall, our study provides evidence suggesting that measures of operational efficiency derived from frontier analysis have predictive power incremental to simple financial ratios. Results from our study therefore have implications for fundamental analysis