Archival or perceived measures of environmental uncertainty? Conceptualization and new empirical evidence
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In: European Management Journal, Vol. 32, No. 4, 08.2014, p. 658-671.
Research output: Journal contributions › Journal articles › Research › peer-review
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TY - JOUR
T1 - Archival or perceived measures of environmental uncertainty?
T2 - Conceptualization and new empirical evidence
AU - Lueg, Rainer
AU - Borisov, Boris Genadiev
PY - 2014/8
Y1 - 2014/8
N2 - Environmental uncertainty is a major determinant in many managerial decisions and evaluations. Yet, there is no consensus what constitutes a valid measure of uncertainty to which executives can respond. This paper explicates conceptual and methodological differences between Archival Environmental Uncertainty (AEU) and Perceived Environmental Uncertainty (PEU).Conceptually, we discuss the controversial development of these measures in the literature. We propose a framework showing that AEU and PEU differ due to the specificity of the decision unit, the predictability of volatility, and the use of leading indicators. Empirically, we are the first to investigate the statistical association between prevailing measures of AEU and PEU. Our analysis combines archival data on AEU (annual reports) with survey data on PEU from top executives of the 110 largest listed German companies (55% response). As predicted, AEU and PEU correlate moderately on a significant level (r= 0.257 to 0.374). Also, AEU indicators (mainly volatility in sales and earnings) explain over 26% of the PEU measure. Yet, adjustment of the AEU measure for predictable volatility does not improve its relationship to PEU. Overall, our findings imply that AEU and PEU are not perfect substitutes, but valid proxies for each other if the relevant limitations are considered.
AB - Environmental uncertainty is a major determinant in many managerial decisions and evaluations. Yet, there is no consensus what constitutes a valid measure of uncertainty to which executives can respond. This paper explicates conceptual and methodological differences between Archival Environmental Uncertainty (AEU) and Perceived Environmental Uncertainty (PEU).Conceptually, we discuss the controversial development of these measures in the literature. We propose a framework showing that AEU and PEU differ due to the specificity of the decision unit, the predictability of volatility, and the use of leading indicators. Empirically, we are the first to investigate the statistical association between prevailing measures of AEU and PEU. Our analysis combines archival data on AEU (annual reports) with survey data on PEU from top executives of the 110 largest listed German companies (55% response). As predicted, AEU and PEU correlate moderately on a significant level (r= 0.257 to 0.374). Also, AEU indicators (mainly volatility in sales and earnings) explain over 26% of the PEU measure. Yet, adjustment of the AEU measure for predictable volatility does not improve its relationship to PEU. Overall, our findings imply that AEU and PEU are not perfect substitutes, but valid proxies for each other if the relevant limitations are considered.
KW - Archival
KW - Correlation
KW - Decision making
KW - Environmental uncertainty
KW - Learning
KW - Methodology
KW - Objective
KW - Perceived
KW - Management studies
UR - http://www.scopus.com/inward/record.url?scp=84901853312&partnerID=8YFLogxK
U2 - 10.1016/j.emj.2013.11.004
DO - 10.1016/j.emj.2013.11.004
M3 - Journal articles
AN - SCOPUS:84901853312
VL - 32
SP - 658
EP - 671
JO - European Management Journal
JF - European Management Journal
SN - 0263-2373
IS - 4
ER -