The Impact of Big Data Capability on Enterprise Performance—theMediating Effect of Supply Chain Flexibility

2021 ◽  
Vol 7 (6) ◽  
pp. 5641-5655
Author(s):  
Ji Feng ◽  
Cheng Guiqing ◽  
Jia Xuedi ◽  
Luo Qubo ◽  
Wu Fan
Keyword(s):  
Big Data ◽  
Supply Chain ◽  
Positive Impact ◽  
Mediating Effect ◽  
Enterprise Performance ◽  
Chain Flexibility ◽  
Supply Chain Flexibility ◽  
The Impact ◽  
Positive Effect ◽  
Development Capability

Based on 234 survey data of 35 pilot demonstration enterprises in intelligent manufacturing, this paper tested the mediating role of supply chain flexibility in the process of big data capability affecting enterprise performance. The empirical results show that the foundation capability, application capability, and development capability all have a significant positive impact on enterprises performance. Big data foundation capability has a significant positive effect on the supply chain flexibility in terms of product flexibility, logistics flexibility and production flexibility, and it has no significant effect on purchasing flexibility and information flexibility. Both big data application capability and big data development capability have a positive effect on supply chain flexibility. In addition to purchasing flexibility, the other dimensions of supply chain flexibility and supply chain flexibility comprehensive factors all have a mediating effect on the relationship between big data capabilities and firm performance. The conclusions of this study have a positive enlightenment role for enterprises to develop big data capabilities and create a flexible supply chain to meet the needs of the market and customers.

scholarly journals Study on the Relations of Supply Chain Digitization, Flexibility and Sustainable Development—A Moderated Multiple Mediation Model

2021 ◽  
Vol 13 (18) ◽  
pp. 10043
Author(s):  
Qian Zhou ◽  
Shuxiang Wang
Keyword(s):  
Sustainable Development ◽  
Supply Chain ◽  
Sustainable Growth ◽  
Mediating Effect ◽  
Collaborative Management ◽  
Chain Flexibility ◽  
The Sustainable Development ◽  
Positive Effects ◽  
Supply Chain Flexibility ◽  
The Impact

In the face of an external environment featuring a high level of risk, multiple changes, and high uncertainty, the supply chain’s emergency replenishment, collaborative management, regulation of organic commodity, and low-cost rapid response will promote its’ sustainable growth and development, which is necessary for today’s economic development. The digitization and flexibility of the supply chain are of great value in obtaining the sustainable development of the supply chain. When dealing with an uncertain environment and market risk, current supply chain flexibility not only functions through its internal organizational flexibility, but also through collaborative creation and an extended supply chain network which will proactively form a replenishment supply sub-chain driven by the need for change responsiveness. This article constructs an associated model consisting of digitization, supply chain flexibility, and sustainability using an empirical analysis method to explore the implicit correlation of these factors. The analysis results of the mediating effect model show that both digitization and flexibility have significant positive effects on the sustainable development of the supply chain. Collaborative knowledge creation and supply chain flexibility play multiple mediating roles while market uncertainty positively moderates the impact of supply chain flexibility on supply chain sustainable development.

scholarly journals Statistical Analysis of Impact of Strategy & Flexibility on Supply Chain Performance in the Perspective of Indian Automobile Manufactures

2019 ◽  
Vol 9 (1) ◽  
pp. 1696-1699
Keyword(s):  
Supply Chain ◽  
Automobile Industry ◽  
Structural Equation ◽  
Quantitative Research ◽  
Positive Impact ◽  
Supply Chain Performance ◽  
Path Modeling ◽  
Chain Flexibility ◽  
Supply Chain Flexibility ◽  
The Impact

Today’s business under competitive environment, the organizations must be integrated and maintain their business deliberately within the supply chain network. With the intention to indentified the impact of supply chain strategy (SCS) and supply chain flexibility (SCF)) on performance in a sample of the automobile industry and investigate the direct influence of dimensions of SCS and SCF on performance. With the help of quantitative research, a survey was conducted. Statistical tools were used to investigate the information. The structural equation path modeling approach is used to assess the relationship of the hypothesis. The findings analyzed that SCS and SCF positively influence performance. The result finds an encouraging relationship between SCS and SCF with supply chain performance (SCP) and the result indicate that effective and efficient supply chain flexibility has a positive impact on the firm’s performance. The result also shows that supply chain strategies are related to performance.

scholarly journals Supply chain management, supply chain flexibility and firm performance: an empirical investigation of agriculture companies in Indonesia

2022 ◽  
Vol 10 (1) ◽  
pp. 155-160 ◽  
Author(s):  
Itang, H.S. Sufyati ◽  
Asep Dadan Suganda ◽  
Shafenti Shafenti ◽  
Mochammad Fahlevi
Keyword(s):  
Supply Chain ◽  
Supply Chain Management ◽  
Firm Performance ◽  
Competitive Advantage ◽  
Partial Least Square ◽  
Least Square ◽  
Chain Flexibility ◽  
Chain Management ◽  
Supply Chain Flexibility ◽  
The Impact

The purpose of this research is to better understand the impact of supply chain management (SCM) and flexibility on firm performance, as well as the role of competitive advantage in mediating the model in Indonesian agriculture companies. Companies must apply supply chain management and supply chain flexibility (SCF) to boost industrial competitiveness, which impacts firm performance. To ensure that supply chain management supports the company's strategy, companies must evaluate supply chain concerns. From the literature search, researchers have not found any published studies or articles on SCM and SCF in their influence on firm performance through competitive advantage, specifically for corn companies in Indonesia. The population in this study includes agriculture companies in Indonesia. Sampling was carried out using probability sampling technique, the total population of 200 obtained a sample size of 133.333 which can be rounded up to 134 research samples. The inferential statistical method used in the data analysis of this study was the Partial Least Square Version 3 program. The study found that SCM influenced firm performance and SCF had a direct influence on firm performance. However, competitive advantage variable failed in being a mediator in SCM and SCF on firm performance.

Risk management integration and supply chain performance in ISO 9001-certified and non-certified firms

2019 ◽  
Vol 69 (6) ◽  
pp. 1205-1225 ◽  
Author(s):  
Scott Dellana ◽  
John F. Kros ◽  
Mauro Falasca ◽  
William J. Rowe
Keyword(s):  
Risk Management ◽  
Supply Chain ◽  
Positive Impact ◽  
Mediating Effect ◽  
Iso 9001 ◽  
Supply Chain Performance ◽  
Content Type ◽  
Relationship Of ◽  
The Impact ◽  
The Relationship

Purpose The purpose of this paper is to explore the mediating effect of supply chain risk management integration (RMI) on the relationship between supply chain logistics performance (LP) and supply chain cost performance (CP), as well as on the relationship between LP and supply chain service performance (SP). The impact of CP and SP on overall firm performance (FP) is also explored. ISO 9001-certified firms and non-certified firms are assessed to determine whether superior risk-based thinking, as required in the latest ISO 9001 standard, has a positive impact on the different relationships. Design/methodology/approach A theoretical model is developed and tested based on the participation of 140 supply chain managers. The proposed structural equation model positively relates LP, RMI, CP and SP. RMI is positively linked to CP and SP, while CP and SP are positively related to overall FP. Two subsamples (a group of 63 ISO 9001-certified firms and a group of 77 non-certified firms) are used to evaluate the model. Findings For certified and non-certified firms, LP is positively related to RMI, CP and SP, and SP and CP are positively related to FP. However, for certified firms, RMI partially mediates the relationship of LP with both CP and SP, while for non-certified firms, RMI does not mediate these relationships. The findings suggest that ISO 9001-certified firms are able to leverage RMI efforts to impact positively on supply chain performance, whereas non-certified firms are not. Research limitations/implications The study findings are based on the perceptions of managers. Even though the majority of the 63 certified firms included in this study were ISO 9001:2015 certified, the model results do not differentiate between companies certified to the 2008 version of the standard and the 2015 version (which specifically requires demonstration of risk-based thinking). Practical implications This study suggests that ISO 9001 provides a framework for risk management processes and collaboration with supply chain partners to positively impact the relationship of LP with cost and SP. Originality/value This is one of the first studies to characterize the benefits of using a structured approach for risk-based thinking that is associated with ISO 9001.

Total eclipse on business performance and mass personalization: how supply chain flexibility eclipses lean production direct effect

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Juan Manuel Maqueira ◽  
Luciano Romualdo Novais ◽  
Sebastian Bruque
Keyword(s):  
Supply Chain ◽  
Business Performance ◽  
Lean Production ◽  
Mediating Effect ◽  
Supporting Evidence ◽  
Chain Flexibility ◽  
Content Type ◽  
Supply Chain Flexibility ◽  
Mass Personalization

Purpose This paper aims to analyze the mediating role of Supply Chain Flexibility on the interrelationships binding Lean Production implementation, Mass Personalization and business performance. Design/methodology/approach A random sample of 260 companies obtained from a population of 1,717 Spanish companies that occupy an intermediate position in the supply chain has been used to test the proposed hypothetical framework. Telephone surveys using a computerized system have been used to collect data, obtaining a response rate of 15.6 and a structural equation model has been designed to test the six proposed hypotheses. Findings Companies initially implement Lean Production to optimize Mass Personalization processes and improve business performance. However, in the presence of Supply Chain Flexibility, Lean Production implementation no longer has a direct impact on Mass Personalization and business performance, but it does have an indirect impact through the flexibility it achieves (shown as a total mediating path). Therefore, companies should implement Lean Production to achieve flexibility and thus optimize the Mass Personalization processes and obtain better performance. Originality/value Academics and business managers may have supporting evidence on the role played by the total mediating effect of Supply Chain Flexibility on the relationship between Lean Production, Mass Personalization and business performance. A better knowledge of these management resources and their relationship could affect the way researchers and practitioners approach them, becoming more aware of the important role of the supply chain in competitiveness.

scholarly journals Evaluation of Impact of Success Factors of Supply Chain Strategy and Flexibility on Supply Chain Performance

2021 ◽  
pp. 185-194
Author(s):  
Amit Chandak ◽  
Sumit Chandak ◽  
A. Dalpati
Keyword(s):  
Supply Chain ◽  
Automobile Industry ◽  
Success Factors ◽  
Supply Chain Performance ◽  
Cost Performance ◽  
Chain Flexibility ◽  
Chain Management ◽  
Supply Chain Strategy ◽  
Supply Chain Flexibility ◽  
The Impact

Due to rapid globalization, an introduction of Goods and Services Taxes (GST), ban on BS-III vehicles, and rapid technological advancement creates new dimensions for the automobile industry in India especially for those who come in the category of small and medium enterprise (SMEs).In the current changing scenario victorious execution of supply chain management (SCM) practices can provide competitive leverage to Automobile manufacturers over their rivals particularly those who are poorly implemented supply chain management practices. This paper takes two main SCM practices, i.e. supply chain flexibility (SCF) and supply chain strategy (SCS).Against this background, this paper acknowledged 5 success factors (SFs) for supply chain flexibility and 3 success factors (SFs) for supply chain strategy for proper implementation of SCM practices in the Automobile industry, and studied their impact on three factors of supply chain performance (SCP), and thereby on firms performance. The top management of any industry is focused on their core strength with commitment, long-term vision and provides resources for supply chain, and thereby developing effective and efficient SCS emerged as the most significant SFs. To measure the impact on supply chain performance, the author carefully measures different SFs of SCS related to customer-oriented strategy, innovation strategy and agile supply chain strategy on cost performance, logistics performance and customer satisfaction performance. Similarly to access the impact on supply chain performance, carefully measure different SFs of SCF on cost performance, logistics performance and customer satisfaction performance. Results are analyzed by testing research propositions using standard statistical tools.  

The impact of ambidexterity on supply chain flexibility fit

2016 ◽  
Vol 21 (4) ◽  
pp. 433-452 ◽  
Author(s):  
Araceli Rojo ◽  
Javier Llorens-Montes ◽  
Maria Nieves Perez-Arostegui
Keyword(s):  
Supply Chain ◽  
Firm Performance ◽  
Measurement Instrument ◽  
Optimal Level ◽  
Structural Equations ◽  
Chain Flexibility ◽  
Content Type ◽  
Supply Chain Flexibility ◽  
New Instrument ◽  
The Impact

Purpose The purpose of this paper is to analyze whether supply chain (SC) ambidexterity improves supply chain flexibility (SCF) and its impact on SC competence and firm performance. A new measurement instrument for SCF is proposed that takes into account the demands of the environment: SCF fit. Design/methodology/approach A theoretical model is developed to examine the relationships proposed. The hypotheses are tested with data from 302 manufacturing firms using a structural equations model methodology. Findings The results show that SC ambidexterity helps to achieve the optimal level of SCF and that supply chain management (SCM) is important to firm performance. Research limitations/implications This paper makes three contributions to the SCM literature: first, it develops the conceptual definition of SC ambidexterity and studies its effects at the SC level; second, it develops a new instrument to measure SCF known as SCF fit; third, it studies both the impact of SCF fit on SC competence and the importance of SC in firm performance. Practical implications This paper develops a measurement instrument that permits managers to diagnose the level of SCF and the correspondence/gap between current and optimal levels and to establish comparisons between different SC. It also indicates the importance of SCM for firm performance and the need to consider the SC as a whole. Originality/value This is one of the first studies to analyze ambidexterity in an organizational network like the SC. It shows that exploitation practices do not jeopardize SCF as long as they are accompanied by exploration practices. That is, high levels of exploration and exploitation are compatible in the SC and lead to the optimal level of SCF.

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