Big data-driven supply chain and performance: a resource-based view

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shampy Kamboj ◽  
Shruti Rana
Keyword(s):  
Big Data ◽  
Supply Chain ◽  
Small And Medium Enterprises ◽  
Data Driven ◽  
Equation Modeling ◽  
Firm Age ◽  
Content Type ◽  
Sustainable Performance ◽  
Medium Enterprises

PurposeThe main objective of this paper is to study the role of supply chain performance (SCP) as a mediator between big data-driven supply chain (BDDSC) and firm sustainable performance. In addition, the role of firm age as a moderator between BDDSC and SCP as well as between SCP and firm sustainable performance has also been explored.Design/methodology/approachThe 200 managers of medium or senior level positions in micro, small and medium enterprises (MSMEs) located at Delhi-NCR have been contacted. Further, collected data have been confirmed with confirmatory factor analysis (CFA). In this paper, structure equation modeling (SEM) has been employed to empirically check the proposed hypotheses and their relationships.FindingsThe findings confirmed that SCP mediates the link between BDDSC and firm sustainable performance. Additionally, firm age moderates the association between BDDSC and SCP as well as between SCP and firm sustainable performance.Research limitations/implicationsThe role of SCP and firm age between BDDSC and sustainable performance have been examined in the context of MSMEs in Delhi-NCR and thereby limit the generalization of results to other industries and country contexts.Originality/valueThe present study adds to the existing literature via recognizing the blackbox using SCP and firm age to comprehend BDDSC and firm sustainable performance relationship.

Impact of sustainable practices on sustainable performance: the moderating role of supply chain visibility

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Zulkaif Ahmed Saqib ◽  
Qingyu Zhang
Keyword(s):  
Supply Chain ◽  
Structural Equation ◽  
Small And Medium Enterprises ◽  
Manufacturing Firms ◽  
Sustainable Practices ◽  
Content Type ◽  
Sustainable Performance ◽  
To Come ◽  
Medium Enterprises

PurposeSustainability failures have increased the pressure for manufacturing firms to come up with innovative solutions to resolve the sustainable matters. Drawing on the resource-based theory, the purpose of this study is to examine how supply chain visibility moderates the effects of sustainable practices on sustainable performance.Design/methodology/approachThe data employed in the current work were collected from 355 small and medium manufacturing firms in Pakistan using a structured questionnaire. The structural equation modelling was applied to the collected data with AMOSS-23 and SPSS-25 packageFindingsThe results show that sustainable practices (for manufacturing, procurement and distribution) significantly influence the firm's sustainability performance, and this relationship is moderated by supply chain visibility.Originality/valueSustainable practices are necessary for small and medium enterprises to achieve sustainable performance, but the previously under-explored moderating effect of supply chain visibility generally indicates that sharing information for learning, sensing and co-ordinating activities plays an intensifying effect.

Effects of cloud computing assimilation on supply chain financing risks of SMEs

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Qiang Lu ◽  
Jinliang Chen ◽  
Hua Song ◽  
Xiangyu Zhou
Keyword(s):  
Cloud Computing ◽  
Supply Chain ◽  
Small And Medium Enterprises ◽  
Supply Chain Integration ◽  
Content Type ◽  
Supply Chain Financing ◽  
Medium Enterprises ◽  
The Relationship ◽  
Moderating Role

Purpose The purpose of this study is to examine how cloud computing assimilation reduces supply chain financing (SCF) risks of small and medium enterprises (SMEs). This study also investigated the mediating roles of internal and external supply chain integration between cloud computing assimilation and the SCF risks of SMEs, as well as the moderating role of environmental competitiveness. Design/methodology/approach Data was collected from surveys of SMEs located in China. Multiple regression analysis was used to validate the proposed theoretical model and research hypotheses. Findings The findings show that cloud computing assimilation could reduce the SCF risks of SMEs directly. The results also indicate that both internal and external supply chain integration mediate the relationship between cloud computing assimilation and SCF risks. Furthermore, environmental competitiveness inhibits the effects of cloud computing assimilation on SCF risks. Originality/value To our best knowledge, this is the preliminary study to explore the role of cloud computing assimilation in reducing the SCF risks of SMEs. Also, this study attempted to investigate the process by which cloud computing assimilation affects the SCF risks of SMEs.

scholarly journals The role played by supply chain strategies and supply chain integration in financial performance. An empirical study in Peru

2021 ◽  
Author(s):  
Francisco Alejandro Pérez Gilabert ◽  
Jorge Luis Pena Acevedo
Keyword(s):  
Supply Chain ◽  
Financial Performance ◽  
Structural Equation ◽  
Small And Medium Enterprises ◽  
Supply Chain Design ◽  
Supply Chain Integration ◽  
Equation Modeling ◽  
Supply Chain Strategy ◽  
Medium Enterprises

The objective of this study is to develop and test a framework for the role that supply chain strategy (SCS) and supply chain integration have in a firm’s financial performance and to increase the understanding of the role that these factors play in supply chain design. Structural equation modeling was used to test these relationships based on data obtained from small and medium exporting enterprises in Peru. This study responds to a gap in understanding the role of supply chains in small and medium enterprises (SMEs) and how firms in Latin America, especially in Peru, apply supply chain concepts. Findings indicate that companies should prioritize their integration efforts depending on the type of supply chain strategy. Likewise, results show that customer integration is directly related to a firm’s financial performance. This study responds to the need to understand the development of supply chain strategies and the generation of competitive advantage in Peruvian export-manufacturing SMEs.

The nexus between supply chain analytic, innovation and robustness capability

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mohamed Dawood Shamout
Keyword(s):  
Supply Chain ◽  
United Arab Emirates ◽  
Structural Equation ◽  
Group Analysis ◽  
Sampling Technique ◽  
Theory And Practice ◽  
Equation Modeling ◽  
Firm Age ◽  
Content Type

Purpose By drawing on knowledge-based view, this paper aims to test causal model linking supply chain analytics, innovation, robustness capability and firm age. More specifically, the mediating role of supply chain innovation on supply chain analytics and robustness capability link and the moderating role of firm age. Design/methodology/approach Survey data were procured from companies operating in the United Arab Emirates using a simple random sampling technique. The obtained data were analyzed with variance-based structural equation modeling (PLS-SEM). Findings The findings from PLS-SEM revealed that supply chain innovation fully mediate supply chain analytics and robustness capability associations. Findings from multi-group analysis (MGA) denote that firm age did not moderate any of the paths of the research model. Suggesting that the associations are similar for old, mid-aged and younger firms. Originality/value This work demonstrates that supply chain analytic is valuable tool that can foster innovation and robustness in supply chain. This work is among the first to scrutinize the variation among old, mid-aged and younger firms in supply chain analytics research stream. The paper concludes with implications for theory and practice.

The nexus between entrepreneurial orientation and performance: enabling roles of absorptive capacity

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ismail Raisal ◽  
Arun Kumar Tarofder ◽  
Aboobucker Ilmudeen
Keyword(s):  
Absorptive Capacity ◽  
Entrepreneurial Orientation ◽  
Structural Equation ◽  
Positive Impact ◽  
Small And Medium Enterprises ◽  
Equation Modeling ◽  
Content Type ◽  
Mediating Role ◽  
Medium Enterprises

PurposeDeveloping countries’ economic growth very much depend on the successful performance of entrepreneurial-oriented firms. Entrepreneurial orientation (EO) is a valuable conjecturer of firm success. This study mainly focuses on analyzing the effect of EO on the firm performance (FP) with the mediating role of absorptive capacity (ACAP).Design/methodology/approachTo test the hypothetical model, we collected 226 valid responses from senior managers of small and medium enterprises (SMEs). The structural equation modeling technique is performed and research hypotheses are validated.FindingsThe findings show that the strong causal relations exit between EO, ACAP and FP. In brief, EO was found to be a predictor of ACAP, and ACAP has a strong positive impact on FP. Moreover, ACAP substantiated to be a mediator between EO and FP.Research limitations/implicationsA notable ramification of this finding is that for SMEs to enhance their performance via EO, the presence of ACAP as a mediator is essential.Practical implicationsThe findings of this study can be used as a basis to consider EO to increase firms' level of ACAP and to enhance FP. As a whole, the findings offer pragmatic insights for SMEs and pertinent stakeholders.Originality/valueSo far, little is known about the interrelationship between EO, ACAP and FP. Importantly, the mediating role of ACAP between EO and FP has remained unexplored. This study fills this gap in the existing literature.

Understanding big data-driven supply chain and performance measures for customer satisfaction

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ramadas Thekkoote
Keyword(s):  
Big Data ◽  
Supply Chain ◽  
Customer Satisfaction ◽  
Performance Measures ◽  
Data Driven ◽  
Equation Modeling ◽  
Supply Chain Performance ◽  
Content Type ◽  
Different Dimensions ◽  
The Impact

PurposeSupply chain analytics with big data capability are now growing to the next frontier in transforming the supply chain. However, very few studies have identified its different dimensions and overall effects on supply chain performance measures and customer satisfaction. The aim of this paper to design the data-driven supply chain model to evaluate the impact on supply chain performance and customer satisfaction.Design/methodology/approachThis research uses the resource-based view, emerging literature on big data, supply chain performance measures and customer satisfaction theory to develop the big data-driven supply chain (BDDSC) model. The model tested using questionnaire data collected from supply chain managers and supply chain analysts. To prove the research model, the study uses the structural equation modeling technique.FindingsThe results of the study identify the supply chain performance measures (integration, innovation, flexibility, efficiency, quality and market performance) and customer satisfaction (cost, flexibility, quality and delivery) positively associated with the BDDSC model.Originality/valueThis paper fills the significant gap in the BDDSC on the different dimensions of supply chain performance measures and their impacts on customer satisfaction.

The mediating role of innovation between entrepreneurial orientation and supply chain resilience

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mohammed A. Al-Hakimi ◽  
Dileep B. Borade ◽  
Moad Hamod Saleh
Keyword(s):  
Supply Chain ◽  
Entrepreneurial Orientation ◽  
Structural Equation ◽  
Small And Medium Enterprises ◽  
Equation Modeling ◽  
Supply Chain Disruptions ◽  
Content Type ◽  
Supply Chain Resilience ◽  
Mediating Role ◽  
Medium Enterprises

PurposeThe purpose of this paper is to explore whether innovation mediates the relationship between entrepreneurial orientation (EO) and supply chain resilience (SCR) in the context of small and medium enterprises (SMEs).Design/methodology/approachBased on the structural equation modeling the relationships were tested in the proposed model. A self-administered questionnaire was used to collect data from SMEs owners/managers in Yemen. Out of 384 questionnaires, 229 have been used in statistical analysis.FindingsThe results obtained reveal that both EO and innovation have positive and significant effects on SCR. In addition, innovation partially mediates the effects of EO dimensions (risk-taking and proactiveness) on SCR.Practical implicationsManagers and decision-makers of SMEs who want to enhance their firms' resilience to any supply chain disruptions are highly recommended to adopt EO, as well as to develop the innovative capability resulting from it.Originality/valueThe present study emphasizes previous results and provides additional evidence that SMEs' adoption of EO can reinforce their resilience within the supply chain through innovation in light of the disruptions facing supply chains in developing countries.

Does supply chain finance improve SMEs performance? The moderating role of trade digitization

2018 ◽  
Vol 26 (1) ◽  
pp. 150-167 ◽  
Author(s):  
Zulqurnain Ali ◽  
Bi Gongbing ◽  
Aqsa Mehreen
Keyword(s):  
Supply Chain ◽  
Firm Performance ◽  
Small And Medium Enterprises ◽  
Risk Mitigation ◽  
Content Type ◽  
Supply Chain Finance ◽  
Using Data ◽  
Medium Enterprises ◽  
The Relationship

Purpose A growing need for financing in small and medium enterprises (SMEs) has become a significant obstacle to the development of firms. To remove this barrier, the purpose of this paper is to examine how supply chain finance (SCF) assists the firms to improve their performance by utilizing the resource-based view (RBV). Furthermore, the present study also pursues to test the effect of trade digitization as a moderating variable in the relationship between SC finance and the firm performance. Design/methodology/approach Using data from the textile sector, the authors run confirmatory factor analysis in AMOS 24 and hierarchical linear regression model in SPSS 23 to measure the proposed model and hypotheses, respectively. Findings The study suggests that SCF significantly improves the SMEs performance. Moreover, trade digitization strengthens the relationship between SCF and SMEs performance. Thus, the current study significantly describes the firm RBV through SCF and trade digitization to predict the SMEs performance. Practical implications SMEs entrepreneurs or executives can optimize the working capital through SCF and enhance the visibility of transactions through digitization for improving SMEs performance. Moreover, SCF protects the SMEs due to its nature of risk mitigation strategy. Originality/value This study covered the unexplored gap in the previous literature of supply chain management by establishing the relationship between SCF and the firm performance empirically while identifying the role of trade digitization as moderating variable in the context of textile SMEs by employing RBV theory.

Effect of internal integration on SMEs’ performance: the role of external integration and ICT

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Timothy Amoako ◽  
Zhang Huai Sheng ◽  
Courage Simon Kofi Dogbe ◽  
Wisdom Wise Kwabla Pomegbe
Keyword(s):  
Structural Equation ◽  
Small And Medium Enterprises ◽  
Equation Modeling ◽  
Cross Sectional ◽  
Content Type ◽  
Information And Communication ◽  
Internal Integration ◽  
Medium Enterprises ◽  
The Relationship

PurposeThe paper investigates the mediation role of external integration in the relationship between internal integration and small and medium enterprises (SMEs) performance. Information and communication technology (ICT) was used to moderate the relationship between internal and external, and external integration and SMEs performance.Design/methodology/approachCross sectional method was used to distribute questionnaires to owners of SMEs in Abossey Okai business enclave to assess the various dimensions in the study. Structural equation modeling was employed to assess the relationship among the dimensions, based on 163 validated questionnaires. Analysis of Moment Structures (Amos) and Statistical Package for Social Sciences (SPSS) were used in analyzing the data.FindingsThe results indicate that, external integration mediated the relationship between internal integration and SMEs performance. In addition, ICT had positive moderating effect in the relationship between internal and external integration, and external integration and SMEs performance.Practical implicationsPractically, this research informs owners and managers of SMEs to appreciate the importance of developing internal structures of a firm and further linking their operations with external partners. Additionally, findings will aid managers’ and owners’ leverage on ICT capabilities to enhance performance in their operations.Originality/valueEngaging external integration to mediate the relationship between internal integration and SMEs performance and extending the relationship to include moderating role of ICT in both relationship that is internal and external integration on one side, and external and firm performance, the current study contributes to supply chain integration (SCI) and ICT available literature.

Analysis of factors impacting survivability of sustainable supply chain during COVID-19 pandemic: an empirical study in the context of SMEs

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Manish Mohan Baral ◽  
Rajesh Kumar Singh ◽  
Yiğit Kazançoğlu
Keyword(s):  
Supply Chain ◽  
Latent Variables ◽  
Structural Equation ◽  
Small And Medium Enterprises ◽  
Equation Modeling ◽  
Sustainable Supply Chain ◽  
Content Type ◽  
Sustainable Supply Chains ◽  
Business Environments ◽  
Medium Enterprises

PurposeNowadays, many firms are finding ways to enhance the survivability of sustainable supply chains (SUSSCs). The present study aims to develop a model for the SUSSCs of small and medium enterprises (SMEs) during the COVID-19 pandemic.Design/methodology/approachWith the help of exhaustive literature review, constructs and items are identified to collect the responses from different SMEs. A total of 278 complete responses are received and 6 hypotheses are developed. Hypotheses testing have been done using structural equation modeling (SEM).FindingsMajor constructs identified for the study are supply chain (SC) performance measurement under uncertainty (SPMU), supply chain cooperation (SCCO), supply chain positioning (SCP), supply chain administration (SCA), supply chain feasibility (SCF) and the SUSSCs. From statistical analysis of the data collected, it can be concluded that the considered latent variables contribute significantly towardsthe model fit.Research limitations/implicationsThe present study contributes to the existing literature on disruptions and survivability. The study can be further carried out in context to different countries and sectors to generalize the findings.Practical implicationsThe research findings will be fruitful for SMEs and other organizations in developing strategies to improve survivability during uncertain business environments.Originality/valueThe study has developed a model that shows that the identified latent variables and their indicators contribute significantly toward the dependent variable, i.e. survivability. It contributes significantly in bridging the research gaps existing in context to the survivability of SMEs.

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