Assessing technical efficiency: effects on future profits and returns

Theory suggests that relatively inefficient firms should have lower and more uncertain future cash flows than their efficient peers, which should lead to lower current equity values and higher future returns. However, we find that inefficient firms experience significantly lower returns than their more efficient counterparts. We provide evidence that a possible reason for the negative drift in returns is that investors are not fully aware of firms’ operational inefficiencies and are negatively surprised when future negative earnings are announced. Furthermore, we document that analysts do not properly incorporate information about operational inefficiency into their earnings forecasts and target prices and seem to overlook the issue of operational efficiency during conference calls, particularly for inefficient firms.

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Publication Details

Journal
Journal of Productivity Analysis
Published
2026-02-23
DOI
https://doi.org/10.1007/s11123-026-00795-5
Primary Topic
Efficiency Analysis Using DEA
Type
article
Field-Weighted Citation Impact
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article

Assessing technical efficiency: effects on future profits and returns

Joshua Livnat, Duo Selina Pei, Dan Segal
Journal of Productivity Analysis
Efficiency Analysis Using DEA
article

Assessing technical efficiency: effects on future profits and returns

Joshua Livnat, Duo Selina Pei, Dan Segal
article en

Abstract

Theory suggests that relatively inefficient firms should have lower and more uncertain future cash flows than their efficient peers, which should lead to lower current equity values and higher future returns. However, we find that inefficient firms experience significantly lower returns than their more efficient counterparts. We provide evidence that a possible reason for the negative drift in returns is that investors are not fully aware of firms’ operational inefficiencies and are negatively surprised when future negative earnings are announced. Furthermore, we document that analysts do not properly incorporate information about operational inefficiency into their earnings forecasts and target prices and seem to overlook the issue of operational efficiency during conference calls, particularly for inefficient firms.

Journal of Productivity AnalysisVol. 65(2)
University of Warwick (GB), New York University (US)
Decent work and economic growth
Openalex Percentile: Top 52%
Efficiency Analysis Using DEA
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