A managerial process is developed for assessing the efficiency of 552 indiv
idual stores for a multi-store, multi-market retailer employing Data Envelo
pment Analysis (DEA). Incorporating assurance regions into a DEA model allo
wed for a more complete specification of inputs and outcomes than usually f
ound in DEA applications. This procedure permitted the researchers to captu
re top management's strategic thinking. Practical usefulness of the process
' results is illustrated with respect to two management issues: evaluating
store managers and identifying critical success factors (CSFs). (C) 1998 Pu
blished by Elsevier Science B.V. All rights reserved.