Understanding the nexus among big data analytics capabilities, green dynamic capabilities, supply chain agility and green competitive advantage: the moderating effect of supply chain innovativeness

Abstract

PurposeThe current study examines the impact of big data analytics capabilities (BDAC) on supply chain performances of the manufacturing firms. Based on the underpinning of resource-based view (RBV) theory, the current study will highlight the significance of BDAC on green dynamic capabilities (GDC), supply chain agility (SCA) and green competitive advantage (GCA). Furthermore, the study examines the moderating effect of supply chain innovativeness (SCI) on the relationship between GCA and firm performance (FP).Design/methodology/approachOnline survey method was employed for the data collection from the 331 managers employed in Pakistan Stock Exchange (PSX)-listed manufacturing firms. The hypothesized model was tested using partial least squares structural equation modeling (PLS-SEM) technique.FindingsThe study results indicate that BDAC has a positive influence on both GDC and SCA, leading to enhanced GCA. Furthermore, the results demonstrate that GCA significantly and positively impacts FP, and the relationship between them is positively moderated by SCI.Originality/valueThis study developed a novel theoretical perspective based on RBV theory and provided empirical evidence that manufacturing firms' performances are significantly influenced by BDAC, GDC and SCA. The study results provide valuable practical implications top management regarding the effectiveness of BDAC and SCA in the supply chain. The findings further highlight the significance of SCI strengthening relationship between GCA and FP.

Integrating values, ascribed responsibility and environmental concern to predict customers’ intention to visit green hotels: the mediating role of personal norm

“…The predictive relevance of the model was evaluated by employing the Stone–Geisser (Q 2 ) coefficients employing the blindfolding process with a distance of 7 ( Li et al, 2023 ). The Q 2 value for the endogenous greater than 0 indicate acceptable predictive relevance ( Hair et al, 2017 ).…”

The Path from Green Innovation to Supply Chain Resilience: Do Structural and Dynamic Supply Chain Complexity Matter?

“…Contingency theory expands on the topic by suggesting that the effectiveness of green innovation and logistics in enhancing the resilience of the supply chain relies on the complex and ever-changing nature of the chain. It emphasizes the importance of aligning strategic resources with contextual factors in order to establish a resilient and sustainable system [30]. The aforementioned theories emphasize the significance of strategic resource management, adaptability, and contextual alignment in promoting a resilient and sustainable supply chain through green innovation, as illustrated in the conceptual model of our research (Figure 1).…”

“…According to Barakat et al [48], dynamic capabilities play a crucial role in ensuring sustainability in supply chain clusters, making them indispensable for effective supply chain management. In addition, the study conducted by Li et al [30] examined the relationship between green capabilities, digitalization, and supply chain management, emphasizing the importance of active capabilities in effectively tackling sustainability issues. These studies collectively validate the crucial significance of DCT in promoting the development of green logistics management practices and enhancing the resilience of supply chains.…”

Environmental corporate social responsibility initiatives and green customer citizenship behavior in tourism industry: the mediating roles of green trust, customer-company identification and green corporate image

“…The variables sources are shown in Table 1. The measurement scale for environmental corporate social responsibility initiatives included five items adapted from the studies of Li et al (2023) and Vu et al (2022). The measurement scale for green trust included five items adapted from Chen and Chang’s (2012) study.…”

“…Extant literature mainly concentrated on how environmental corporate social responsibility initiatives affect business sustainability (Li et al, 2023), firm performance (Makhdoom et al, 2023), technology innovation (Wu and Yu, 2023) and customer loyalty (Martı ´nez and Del Bosque, 2013). However, the influence of environmental corporate social responsibility on green customers' citizenship behavior is still vague, especially in the tourism industry.…”