Supply chain risk management to achieve healthcare supply chain operational excellence: a fsQCA and PLS-SEM approach

结构方程建模 供应链 过程管理 背景(考古学) 供应链管理 知识管理 实证研究 潜变量 卓越运营 概念框架 定性比较分析 计算机科学 管理科学 业务 工程类 社会学 人工智能 数学 营销 古生物学 社会科学 统计 机器学习 生物
作者
Pedro Senna,Lino Guimarães Marujo,Ana Carla de Souza Gomes dos Santos,Alberto Eduardo Besser Freitag,Sérgio Luiz Braga França
出处
期刊:International Journal of Lean Six Sigma [Emerald Publishing Limited]
卷期号:15 (1): 177-200 被引量:11
标识
DOI:10.1108/ijlss-05-2023-0091
摘要

Purpose Healthcare supply chains (HCSCs) face severe challenges when compared to regular chains. Besides avoiding bankruptcy, they must accomplish their goal which is to save lives. Since 2019 the COVID-19 pandemic evidenced that a HCSC disruption generates disruptions to other SCs. Therefore, the objective of this paper is threefold: conduct a systematic literature review to build a HCSC operational excellence (HSCOE) definition; build a conceptual framework by mapping the antecedents of HSCOE and formulate hypotheses; test the hypotheses using a fuzzy-Set Qualitative Comparative Analysis (fsQCA) combined with partial least squares structural equation modeling (PLS-SEM) techniques to obtain empirical validation. Design/methodology/approach Given this context, this paper conducted a systematic literature review to build a HSCOE conceptual framework and used a fsQCA combined with PLS-SEM techniques to obtain empirical validation. Findings The paper revealed a relationship between important variables to achieve HSCOE, such as Supply chain 4.0, SC risk management, SC integration, SC resilience (antecedents) and HSCOE (consequent). Originality/value The literature contributions of this paper are as follows: validating a new scale for each of the constructs; finding evidence of the causal relationships between the latent variables; measuring how the constructs influence the HSCOE; in addition, the results address important literature gaps identified by researchers and serve as a guide to organizations that need to implement these practices. Furthermore, this study recommends that HCSC managers consider the implementation of robust initiatives concerning the latent variables presented in this work.
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