A cutting-edge data envelopment analysis model for measuring sustainable supplier performance like never before
Yükleniyor...
Tarih
2024
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Elsevier
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
One of the challenges for suppliers is to increase their market share due to the limited target market. In other words, in the supply chain, the demand for suppliers' products is limited. Therefore, suppliers produce a determined share of the required amount by producers. However, when it comes to the share in the amount of output among suppliers, the output of suppliers in this indicator is interdependent. In the classical data envelopment analysis (DEA) models, there are no models that assess the suppliers according to the dependence of at least one output on each other. In this paper, a model is presented that can assess sustainable suppliers in the presence of interdependent output among suppliers by using DEA models and their extension. It can also determine the total benchmarks of decision making units (DMUs) in such a way that satisfies the interdependent output constraint. In other words, benchmarks are not determined independently. Ultimately, an approach is presented to determine efficient projections for inefficient DMUs by considering the concept of interdependent output. To represent the applicability of our proposed model, a dataset for two consecutive years including 32 sustainable suppliers with consideration of interdependent output has been implemented using the model presented in this paper. The resulting sustainability has been compared with a classical model.
Açıklama
Anahtar Kelimeler
Data Envelopment Analysis, Independent Output, Interdependent Output, Sustainable Suppliers
Kaynak
Journal of cleaner production
WoS Q DeÄŸeri
Q1
Scopus Q DeÄŸeri
Q1
Cilt
462
Sayı
Künye
Zoghi, A., Lotfi, F. H., Saen, R. F., & Saati, S. (2024). A cutting-edge data envelopment analysis model for measuring sustainable supplier performance like never before. Journal of Cleaner Production, 142714.
