TY - JOUR
T1 - Window data envelopment analysis approach
T2 - A review and bibliometric analysis
AU - Peykani, Pejman
AU - Farzipoor Saen, Reza
AU - Seyed Esmaeili, Fatemeh Sadat
AU - Gheidar-Kheljani, Jafar
N1 - Publisher Copyright:
© 2021 John Wiley & Sons Ltd.
PY - 2021/11
Y1 - 2021/11
N2 - Window Data Envelopment Analysis (WDEA) is a popular, effective, and applicable methods for dynamic performance assessment of peer decision making units (DMUs). WDEA is a non-parametric panel method that operates based on the principle of moving averages and establishes efficiency measures by treating each DMU in different periods as a separate DMU. By applying the WDEA approach, a decision-maker (DM) can measure the efficiency of different DMUs in different periods through a sequence of overlapping windows. Also, WDEA can increase the discrimination power by increasing the number of DMUs when a limited number of DMUs is available. Given the advantages of the WDEA approach and its applications in real-world problems, this paper surveys and analyses 387 WDEA papers published from 1985 to 2020. The paper also recommends some suggestions, guidelines, and opportunities for future research. Notably, the findings show the applicability and efficacy of WDEA in the literature.
AB - Window Data Envelopment Analysis (WDEA) is a popular, effective, and applicable methods for dynamic performance assessment of peer decision making units (DMUs). WDEA is a non-parametric panel method that operates based on the principle of moving averages and establishes efficiency measures by treating each DMU in different periods as a separate DMU. By applying the WDEA approach, a decision-maker (DM) can measure the efficiency of different DMUs in different periods through a sequence of overlapping windows. Also, WDEA can increase the discrimination power by increasing the number of DMUs when a limited number of DMUs is available. Given the advantages of the WDEA approach and its applications in real-world problems, this paper surveys and analyses 387 WDEA papers published from 1985 to 2020. The paper also recommends some suggestions, guidelines, and opportunities for future research. Notably, the findings show the applicability and efficacy of WDEA in the literature.
KW - data envelopment analysis (DEA)
KW - dynamic performance assessment
KW - efficiency measurement
KW - non-parametric approach
KW - panel data
KW - window analysis (WA)
UR - http://www.scopus.com/inward/record.url?scp=85107389519&partnerID=8YFLogxK
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U2 - 10.1111/exsy.12721
DO - 10.1111/exsy.12721
M3 - Article
AN - SCOPUS:85107389519
SN - 0266-4720
VL - 38
JO - Expert Systems
JF - Expert Systems
IS - 7
M1 - e12721
ER -