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Title: | Assessing technological impact on vaccine supply chain performance |
Authors: | Rai, Pratik. Bera, Sasadhar. Ray, Pritee. |
Keywords: | Vaccine supply chain Impact assessment Technological intervention Performance measurement MCDM DEA IIM Ranchi |
Issue Date: | 16-Aug-2022 |
Publisher: | Industrial Management & Data Systems |
Citation: | Rai, P., Bera, S. & Ray. P. (2022). Assessing technological impact on vaccine supply chain performance. Industrial Management & Data Systems, 122(8), 1938-1955. https://doi.org/10.1108/IMDS-08-2021-0488 |
Abstract: | Purpose The study aims to develop an integrated quantitative approach and suggest a framework to assess the impact of a technological intervention on the internal process dimension of the vaccine supply chain (VSC) system for multiple administered regions. Design/methodology/approach An evaluation index system is developed by selecting suitable performance indicators (PIs) that define the objectives of a VSC. Then multicriteria decision-making (MCDM) methods are applied to obtain pre and post-intervention relative ranks for the regions and performance scores of the objectives. A bilateral data envelopment analysis (DEA) compares significant efficiency differences between improvement and deterioration groups. Findings This study demonstrates that technological intervention improves the internal process dimension of a VSC for the regions under consideration. The empirical study delivers two groups of regions showing improvement or deterioration in relative performance ranking due to the technological intervention. However, the efficiency-based bilateral comparison may reveal an insignificant difference between the two groups. Practical implications Decision-makers associated with VSC will find the suggested model helpful in assessing the impact of technological intervention. They can easily identify specific objectives of VSC's internal process dimension, whether a particular region has observed an improvement or deterioration in its relative performance and maximize the outcome by focusing on the areas of concern for a specific region. Originality/value This study is the first to provide a quantitative approach that empirically determines relative performance improvement or deterioration of different regions for a set of identified VSC objectives in the context of the Indian states. |
URI: | https://doi.org/10.1108/IMDS-08-2021-0488 http://idr.iimranchi.ac.in:8080/xmlui/handle/123456789/1441 |
ISSN: | 0263-5577 |
Appears in Collections: | Journal Articles |
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