Assessing the impact of supply chain agility on operational performances-a PLS-SEM approach

2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rashmi Ranjan Panigrahi ◽  
Duryodhan Jena ◽  
Jamini Ranjan Meher ◽  
Avinash K. Shrivastava

Purpose This study aims to examine the effect of supply chain agility (SCA) on operational performance (OP) measurements of steel manufacturing firms. It also investigates the role of cost efficiencies concerning enhance OPs. Design/methodology/approach The study is based on an experimental research design by collecting data from responses 398 responses of key officials of India’s steel manufacturing firms. Analyses are carried to explore this modern concept with the help of Smart-partial least square (PLS) version 3.3.2 with confirmatory factor analysis and PLS structural equational modelling. Findings SCA factor (SCAF) directly has influenced the firm’s OP. It also represents cost efficiencies that have partial mediation between the SCAF and OP. The impact of cost efficiencies on OPs is strongly significant as compared to the impact of SCAF on cost efficiencies. Practical implications Management teams in the manufacturing industry should stress the role of SCA as a comprehensive concept in responding to market needs in a volatile environment. SCA reflects one of its winning strategies in today’s dynamic and competitive world. Managers must thoroughly know the ramifications of agility to develop a mechanism for determining the procedures and identifying inequality in SC operation. Originality/value This study speaks explicitly about the linkage between SCAF, OP, CE. It is an addition to the existing theories of RBV. Enhancements in OP measurements, specifically performance and flexibility, will lead to better firm performance. study conceptualizing the complementing effects of SCA (IS capability) and OPs and second cost efficiencies play positive partial mediating effect in between the link. The achievement of SC agile is especially a critical approach to Boost customer satisfaction and differentiate market position.

2014 ◽  
Vol 25 (3) ◽  
pp. 553-580 ◽  
Author(s):  
Arshad Alam ◽  
Prabir K. Bagchi ◽  
Bumsoo Kim ◽  
Subrata Mitra ◽  
Fernando Seabra

Purpose – The purpose of this paper is to analyze the impact of individual logistics-related factors, namely, supplier involvement (SI), length of supplier relationship (LSR), use of information technology (IT), and logistics integration (LI) on a firm's supply chain performance (SCP) and test for the mediating effect of LI in a multi-country survey conducted in Brazil, Korea and India. The paper also develops a composite variable, supply chain competency (SCC), as an overall measure of the quality of a firm's supply chain and demonstrate its effect on a firm's SCP. Design/methodology/approach – The research methodology was based on designing and administering a survey instrument. Data collected from 187 organizations in Brazil, Korea and India were analyzed using the partial least squares structural equation modeling methodology. Findings – Results show that for the combined data, the direct effects of SI, LSR and IT on SCP are insignificant while LI has a very significant direct effect on SCP. On the other hand, except for SI, LSR and IT have significant effects on SCP through LI establishing the mediating role of LI. The paper also finds that SCC has a significant effect on SCP. Further, when countries are considered individually the paper finds that IT has a significant indirect effect on SCP in the case of all the countries while LSR has a significant indirect effect on SCP, both in the case of Brazil and Korea. Additionally, in the case of Korea SI has a significant indirect effect on SCP. Research limitations/implications – Like other survey-based research, the findings of this paper are also limited by the sample size. Especially, the observations specific to individual countries are as good as the respective sample sizes. Also, since all the respondents belonged to manufacturing firms, the findings of this paper are relevant for the manufacturing sector. Practical implications – This paper establishes the mediating effect of LI in assessing the impact of logistics-related factors on a firm's SCP. It confirms that although logistics-related factors are necessary for a firm's superior SCP, they are not sufficient unless their interactions are taken into consideration, as evidenced by the significant positive relationship between SCC and SCP. Originality/value – To the best of the authors’ knowledge, this paper is the first paper to study the effect of logistics-related factors on a firm's SCP and establish the mediating role of LI in a multi-country setting. This paper also develops a composite variable SCC and examines its effect on SCP.


2016 ◽  
Vol 22 (1) ◽  
pp. 89-115 ◽  
Author(s):  
Erlinda N. Yunus ◽  
Suresh K. Tadisina

Purpose – Supply chain integration (SCI) is a set of practices driven by many factors and circumstances. The purpose of this paper is to examine firms’ internal and external drivers of SCI, evaluate the impact of the integration on firm performance, and further investigate the moderating role of organizational culture in strengthening the relationships between firms’ drivers and SCI. Design/methodology/approach – For the purpose of this study, manufacturing firms were identified as the focal firms in supply chains, and thus data were collected through a survey of 223 Indonesian-based manufacturing firms. Two informants from each firm became the respondents. Structural equation modeling was used to analyze the data. Findings – This study confirmed the positive relationship between SCI and firm performance. The results also indicated that internal driver, or specifically firms’ customer orientation (CO), triggered the initiation of SCI. Organizational culture, in terms of external focus, positively influenced the relationship between CO and SCI. Research limitations/implications – This study illustrates the important role of organizational culture in determining the shape of the relationship between firms’ drivers and SCI. The results of this study enhance the understanding of SCI, especially related to types of organizational culture that could promote the integration. Originality/value – This study brings a different dimension of SCI as this study provides evidence from a developing country, which might implement different practices as compared those of developed countries. This study provides a measure of internal drivers, which has not been empirically investigated. The new measure was tested and validated using a rigorous process, and thus could be employed in other studies with different settings.


2017 ◽  
Vol 22 (2) ◽  
pp. 172-185 ◽  
Author(s):  
Moh’d Anwer Al-Shboul

Purpose The main purpose of this study is to examine the role of delivery dependability and time to market, on the relation between the infrastructure framework and supply chain agility. Furthermore, the impacts of supply chain agility on firm performance are examined. Design/methodology/approach Data were collected from 113 respondents, senior executives and managers, in purchasing, operations, supplying, planning and other supply chain functions in large manufacturing firms in the MENA region, which includes 12 countries (Jordan, Lebanon, Egypt, Saudi Arabia, United Arab Emirates, Kuwait, Oman, Bahrain, Qatar, Morocco, Tunis and Algeria). A large-scale survey questionnaire was used for data collection process. The research framework was tested by using hypothesis-testing deductive approach. The results are based on covariance-based analysis and structural equation modelling using analysis of moment structures software. Findings The results show that infrastructure framework elements do not contribute significantly to support supply chain agility. It is also found that delivery dependability and time to market partially mediate the relationship between infrastructure framework elements and supply chain agility. Additionally, it is found that supply chain agility is associated with enhanced firm performance. Originality/value This paper provides an overview and empirically shows that delivery dependability and time to market are appropriate logistics practices for mediating the impact of infrastructure framework and supply chain agility. These relationships indicate a contribution to theory that explains how infrastructure framework elements can procreate supply chain agility, through the synchronising of appropriately matched logistics practices.


2020 ◽  
Vol 2 (2) ◽  
pp. 99-111
Author(s):  
Macide Berna Çağlar Kalkan ◽  
Kenan Aydın

PurposeThe aim of this study is to examine the role and capabilities of fourth party logistics (4PL) in the supply chain agility and firm performance. In addition to this, the relationship between supply chain agility and firm performance is also examined. This study aims to fulfill the gap in the literature about the studies on the relationship between 4PL capability dimensions, supply chain agility and business performance.Design/methodology/approachThe study uses survey data from 58 senior executives and managers in the logistics and supply chain functions from 4PL service providers' customer firms in Turkey. The results are structural equation modeling using SmartPLS software. Snowball sampling method was used to collect survey data.FindingsThis study shows that integrator and supply chain infomediary are appropriate practices for mediating the impact of agile supply chain strategies, on firm performance. For supply chain practitioners, results indicate that firms benefit greatly if they consider the outsourcing, such as a 4PL partnership, in conjunction with their supply chain strategy.Research limitations/implicationsTime, cost and the presence of businesses located in different cities across Turkey in the sample of study and the existence of the tendency of enterprises not to participate in the research can be stated as the limitations of this study.Originality/valueIn the literature, studies on 4PL have been conducted in different fields which can be categorized as follows: 4PL solution development, reasons that facilitate and prevent the design and implementation of 4PL, scope of 4PL service delivery and profit and risk sharing from the structure of 4PL networks. Briefly, the studies focus on conceptualizing and differentiating of 4PL from 3PL before reaching a common definition. Motivation of this study is to fulfill the gap of literature about supply chain agility, firm performance relationship and mediation role of 4PL skill dimensions.


2017 ◽  
Vol 40 (3) ◽  
pp. 254-269 ◽  
Author(s):  
Xun Li ◽  
Qun Wu ◽  
Clyde W. Holsapple ◽  
Thomas Goldsby

Purpose This paper aims to investigate the impact of three critical dimensions of supply chain resilience, supply chain preparedness, supply chain alertness and supply chain agility, all aimed at increasing a firm’s financial outcomes. In a turbulent environment, firms require resilience in their supply chains to prepare for potential changes, detect changes and respond to actual changes, thus providing superior value. Design/methodology/approach Using survey data from 77 firms, this study develops scales for preparedness, alertness and agility. It then tests their hypothesized relationships with a firm’s financial performance. Findings The results reveal that the three dimensions of supply chain resilience (i.e. preparedness, alertness and agility) significantly impact a firm’s financial performance. It is also found that supply chain preparedness, as a proactive resilience capability, has a greater influence on a firm’s financial performance than the reactive capabilities including alertness and agility, suggesting that firms should pay more attention to proactive approaches for building supply chain resilience. Originality/value First, this study develops a comparatively comprehensive definition for supply chain resilience and explores its dimensionality. Second, this study provides empirically validated instruments for the dimensions of supply chain resilience. Third, this study is one of the first to provide empirical evidence for direct impact of supply chain resilience dimensions on a firm’s financial performance.


2017 ◽  
Vol 32 (7) ◽  
pp. 913-924 ◽  
Author(s):  
Jeen-Su Lim ◽  
William K. Darley ◽  
David Marion

Purpose The study aims to explore supply chain influence (SCI) on the linkages among market orientation, innovation capabilities and firm performance (FP), using the resource-based view as a theoretical backdrop. Design Survey data from 182 top managers who are involved in strategy formulation and innovative direction of their companies was collected and analyzed using moderated multiple regression analysis. Findings Results revealed a moderating role of the SCI in that the proactive market orientation (PMO) and FP relationship is stronger when SCI is high, and innovation commercialization capability (ICC) and FP relationship is stronger when SCI is low. Practical implications Firms pursuing high PMO strategy must collaborate with supply chain function to achieve the full effect of PMO. Additionally, as supply chain is critical to meeting customers’ needs, these firms should allow supply chain to exert greater influence to enjoy the positive effects of PMO in addition to ensuring full integration into marketing strategy implementation. Also, firms with high ICC need to limit SCI to maximize the benefit of ICC on FP, just as innovation management needs to be cognizant of other functional areas. Originality/value The study investigates the potential moderating role of SCI on the relationships among market orientation, ICC and FP. The study fills a gap in the understanding of the nature and role of supply chain in the marketing–supply chain interaction, and the impact on FP.


2014 ◽  
Vol 19 (5/6) ◽  
pp. 577-591 ◽  
Author(s):  
David M. Gligor

Purpose – The purpose of this paper is to explore the role of demand management in achieving supply chain agility (SCA) through a multi-disciplinary review of the relevant research. The systematic literature review provides the basis for formulating a conceptual framework of the relationship. Design/methodology/approach – A systematic, comprehensive review of the literature on manufacturing, marketing organizational and SCA from 1991 through 2013 was conducted. The literature on demand management is also examined to identify the various elements that contribute to SCA. Findings – Most agility frameworks take a supply-side perspective and assume that demand is known. Those that do acknowledge the role of demand fall short of offering a holistic framework that acknowledges the role of both. This paper suggests that it is simply not enough to have flexible manufacturing, distribution and procurement systems to achieve SCA. Flexibility in managing demand is also needed. Furthermore, it is the premise of this paper that demand and supply integration (DSI) inside the firm is critical to achieving SCA. Research limitations/implications – This research is a systematic, integrative review of the existing literature on the concept of agility. As such, the next phase of research needed for theory building will be the operationalization of constructs and testing of the hypothesized relationships proposed by the conceptual framework. Practical implications – The paper has several managerial implications as well. It illustrates how firms can create and sustain competitive advantages in turbulent environments. Managers can use the framework developed here to assess what structures and decision-making processes they can use to increase the firm’s SCA. Practitioners can use this model as a checklist to identify candidate areas for improving agility. The section illustrating the use of knowledge management to increase DSI should be of particular interest to managers, considering that a great deal of firms experience a disconnect between demand creation and supply fulfillment. Originality/value – Through a systematic, comprehensive review of multi-disciplinary literature, the paper explores the role of demand management in achieving SCA.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mohamed Hamdoun ◽  
Mohamed Akli Achabou ◽  
Sihem Dekhili

Purpose This paper aims to examine the link between corporate social responsibility (CSR) and financial performance in the context of developing countries. More specifically, the mediating role of a firm’s competitive advantage and intangible resources, namely, human capital and reputation are studied. Design/methodology/approach The study considered a sample of 100 Tunisian firms. The analysis makes use of the structural equation modelling method to explore the relationship between CSR and financial performance, by including mediator variables. Findings The results confirm that CSR has no significant direct effect on financial performance. In particular, they indicate that the social dimension of CSR has a negative impact on performance. However, CSR does have a positive impact on competitive advantage via the two intangible resources considered, human capital and company reputation. Research limitations/implications The research fills a gap that occurred in the previous literature. In effect, previous studies focussed only on the direct link between CSR and financial performance. In addition, it enriches the limited literature on CSR strategies in the context of developing countries. However, further studies should explore the opposite relationship, i.e. the impact of financial performance on CSR strategy. In addition, the authors believe that amongst other potential research avenues, it would be interesting to study the moderating role of the activity sector. Practical implications From a practical point of view, this study suggests new applications with respect to the link between CSR and financial performance. To enhance their company’s financial performance, managers need to ensure that intangible resources are managed efficiently. Originality/value The paper contributes to the literature by examining how a firm’s intangible resources mediate between CSR and competitive advantage and how competitive advantage mediates between intangible resources and financial performance. Second originality is related to the study of the link between CSR and the financial performance of business organisations in the context of a developing country.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Fenika Wulani ◽  
Tarsisius Hani Handoko ◽  
Bernardinus Maria Purwanto

PurposeThis study investigates the effect of supervisor-directed organizational citizenship behavior (OCB) on leader–member exchange (LMX), the moderating role of impression management motives on this relationship, the effect of LMX on organizational and interpersonal deviance and the mediating effect of LMX on the relationship between supervisor-directed OCB and deviant behaviors.Design/methodology/approachThis study uses a survey questionnaire to collect data. Respondents were 342 nonmanagerial employees working in Surabaya Raya, Indonesia. Hypothesis testing is done using Partial least squares structural equation modeling (PLS-SEM).FindingsThe results show that supervisor-directed OCB is positively related to LMX, and LMX is negatively related to organizational deviance but not significantly related to interpersonal deviance. The study also finds that impression management motives moderate the positive relationship between supervisor-directed OCB and LMX. Furthermore, LMX mediates the relationship between supervisor-directed OCB and organizational deviance, but not interpersonal deviance.Practical implicationsThis study suggests the importance of human resource management (HRM) activities and managers being aware of subordinate OCB motives and the impact of LMX on interpersonal and organizational deviance, as well as what supervisors need to do to reduce these negative effects.Originality/valueFew studies examined the relationship between supervisor-directed OCB and workplace deviance behaviors (WDBs). This study provides a mechanism of their relationship by considering LMX as a mediator. Also, heretofore the existing studies tend to focus more on LMX as an antecedent of OCB. This study provides an understanding of OCB as an antecedent of LMX with the moderating effect of impression management motives.


2019 ◽  
Vol 57 (7) ◽  
pp. 1511-1534 ◽  
Author(s):  
Chih-Jou Chen

Purpose Developing agility and innovativeness as dynamic capabilities are important for firms to sustain their competitive advantage in today’s global economy. The purpose of this paper is to develop and empirically test a framework to investigate how the supply chain agility and innovativeness are achieved through IT integration and trust in members of supply chain and how these, in turn, can enhance firms’ competitive advantage. Design/methodology/approach This research employs a survey method and data are collected from senior managers working in the supply chain or IT area. The model and hypotheses are tested utilizing data from 204 usable Taiwan manufacturing firms via structural equations modeling methodology. Findings The study demonstrates that both IT integration and trust in supply chain members significantly enhance supply chain agility and innovativeness, which in turn positively affect firm’s competitive advantage. The results indicate that IT integration and trust are antecedents and major joint partnership resources for improving supply chain agility and innovativeness. Research limitations/implications Data are collected from manufacturing industry in Taiwan and single respondent from each firm, the generalizability of current findings to other industries or countries should require additional investigation. Practical implications The study suggests that a firm should focus on IT integration and trust in supply chain members to achieve supply chain agility and innovativeness. To take advantage of supply chain agility and innovativeness, through maximizing firm’s competitive advantage, firms should continually adapt to the fast changing business environment and search for creative ways to satisfy new market needs. Originality/value Given the attention paid to supply chain agility and innovativeness in terms of importance to responding to business uncertainty and competitiveness, and more recently, as important capabilities in managing supply chain management, this paper investigates how IT integration and trust can contribute to supply chain agility and innovativeness. Provide evidence regarding the impact of IT integration and trust on agility of supply chains, innovativeness and competitive advantage.


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