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Article
Publication date: 25 March 2021

Hua Song, Mengyin Li and Kangkang Yu

This study examines the role of financial service providers (FSPs) in assessing the supply chain credit of small and medium-sized enterprises (SMEs) and how they help SMEs…

Abstract

Purpose

This study examines the role of financial service providers (FSPs) in assessing the supply chain credit of small and medium-sized enterprises (SMEs) and how they help SMEs obtain supply chain finance (SCF) through an established digital platform using big data analytics (BDA).

Design/methodology/approach

This study conducted data mining analysis on the archival data of China's FSPs in the mobile production industry from 2015 to 2018, using neural networks in the first stage and multiple regression in the second stage.

Findings

The findings suggest that digital platforms sponsored by FSPs have a discriminative effect based on implicit BDA on identifying the quality and potential risks of borrowers. The results also show that tailored information utilised by FSPs has a supportive effect based on explicit BDA in helping SMEs obtain financing.

Originality/value

This study contributes to the emergent research on BDA in supply chain management by extending the contextual research on information signalling and platform theory in SCF. Furthermore, it examines the distinctive financing decision models of FSPs and provides a solution that addresses the information deficiency and overload of both lenders and borrowers and plays a certain reference role in alleviating the financing problems of SMEs.

Details

International Journal of Operations & Production Management, vol. 41 no. 4
Type: Research Article
ISSN: 0144-3577

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Article
Publication date: 13 November 2017

Hua Song, Kangkang Yu and Songbo Zhang

Based on natural-resource-based view (NRBV), the purpose of this paper is to clarify the dimensions of green procurement and the mechanisms involved in the relationship…

Abstract

Purpose

Based on natural-resource-based view (NRBV), the purpose of this paper is to clarify the dimensions of green procurement and the mechanisms involved in the relationship between green procurement and firm performance.

Design/methodology/approach

Secondary data were to measure all the variables in 206 Chinese A-share companies’ annual reports, social responsibility reports, environmental reports, and sustainability reports, which were published by Guotai Junan Securities Co., Ltd and Wind Information Co., Ltd.

Findings

The results indicate that although both product-based and process-based green procurement have a positive effect on firm performance, these Chinese companies focus on the impact of product-based green procurement on their operational efficiency as well as the moderating role played by stakeholder satisfaction.

Originality/value

Although studies on green procurement have increased in recent years, issues such as how to measure green purchasing behaviors and how green procurement affects firms’ operational and financial performance are still unexplored. Based on previous literature, two dimensions have been defined for green procurement in this study to develop corresponding measurements, namely, product-based green procurement and process-based green procurement. Besides, this study considers operational efficiency as the mediator and stakeholder satisfaction as the moderator when constructing a new conceptual model to illustrate the relationship between green procurement and firm performance.

Details

The International Journal of Logistics Management, vol. 28 no. 4
Type: Research Article
ISSN: 0957-4093

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Article
Publication date: 10 January 2018

Hua Song, Kangkang Yu and Qiang Lu

Despite their crucial role in sustaining national economies, small and medium enterprises (SMEs) are beset by the constraint of financing at better conditions. The purpose…

Abstract

Purpose

Despite their crucial role in sustaining national economies, small and medium enterprises (SMEs) are beset by the constraint of financing at better conditions. The purpose of this paper is to compare supply chain finance (SCF) solutions provided by commercial banks and financial service providers (FSPs) that help SMEs access financing.

Design/methodology/approach

This study looks at multiple case studies using in-depth interviews with focal firms (lenders) to answer the research questions. In-depth interviews were conducted with three Chinese FSPs and three commercial banks providing working capital to the same SMEs. The unit of analysis is SCF solutions that have made the companies competitive in the industry.

Findings

The case studies show that the acquisition of transaction information and business credit in SCF can reduce ex ante information asymmetry. SCF utilizing receivable transfers, closed-loop business, relational embeddedness, and a combination of outcome control and behavioral control can also reduce ex post information asymmetry. For these reasons, compared with commercial bank-dominated SCF, SCF adopted by FSPs in the supply chain can better reduce information asymmetry.

Originality/value

This study contributes to the emerging literature exploring the impact of SCF on SMEs accessing financing. In particular, this study provides supply chain management and operations insights on SCF and their consequent influence. Previous research has focused on the direct dyadic relationship between lenders and borrowers while neglecting supply chain effects. Uniquely, this study explores the different ways commercial banks and FSPs implement SCF solutions.

Details

International Journal of Physical Distribution & Logistics Management, vol. 48 no. 1
Type: Research Article
ISSN: 0960-0035

Keywords

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Article
Publication date: 6 June 2016

Hua Song, Kangkang Yu, Samir Ranjan Chatterjee and Jingzi Jia

The purpose of this paper is to empirically investigate the linkages between strategic interaction and relationship value, with a variety of co-creating value strategies…

Abstract

Purpose

The purpose of this paper is to empirically investigate the linkages between strategic interaction and relationship value, with a variety of co-creating value strategies as conceptual mediators.

Design/methodology/approach

This study reports on a field survey conducted in the Chinese manufacturing industry. A total of 180 questionnaires were sent to customers of service providers, and 120 valid responses were received, representing a response rate of 66.7 per cent. The data were then analyzed by using a number of statistical tools.

Findings

The results suggest that strategic interaction leads to a positive effect on the relationship value without any regard to the size of the customer. However, the mediating effect of product-based service is more significant for large-size customers, whereas the mediating effect of integrated managerial service is more significant for medium- and small-size customers.

Originality/value

This study explores how value might be created in a business-to-business context in a service supply chain from a relationship marketing perspective. It distinguishes product-based service and integrated managerial service as co-creating value strategies and further clarifies the different mechanisms underlying their relationships with strategic interaction between service supplier and customer. In particular, this study suggests that although strategic interaction may yield superior relationship value, the size of the customers will determine what kind of co-creating strategies would be preferred.

Details

Journal of Business & Industrial Marketing, vol. 31 no. 5
Type: Research Article
ISSN: 0885-8624

Keywords

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Article
Publication date: 21 February 2020

Qiang Lu, Beini Liu and Hua Song

This paper aims to explore how innovation capability and market response capability of small and medium-size enterprises (SMEs) affect their supply chain financing…

Abstract

Purpose

This paper aims to explore how innovation capability and market response capability of small and medium-size enterprises (SMEs) affect their supply chain financing performance (SCFP) through supply chain financing solutions (SCFS) adoption. At the same time, the mechanism by which supply chain financing reduces information asymmetry before (ex-ante) and after (ex-post) SCFS adoption to promote SCFP is also inquired.

Design/methodology/approach

Drawing on enterprise competence theory, this paper proposes a theoretical model and tests it using survey data from a sample of 218 SMEs in China. Multiple regression analysis is employed to test the hypothesis.

Findings

The study finds that: (1) SMEs' innovation capability and market response capability positively affect SCFP. (2) SMEs' innovation capability and market response capability exert significantly positive effects on SCFS adoption. (3) SCFS adoption plays a mediating role between SME capabilities and SCFP. (4) Supply chain integration (SCI) and information technology application have no moderating effects on the relationship between SME capabilities and SCFS adoption. Finally, (5) SCI and information technology application have positive moderating effects on the relationship between SCFS adoption and SCFP.

Originality/value

Based on enterprise competence theory, this study sheds light on the internal mechanism through which SMEs' capabilities affect SCFP by introducing SCFS adoption and explores the role of situational factors in SCF in reducing ex-ante and ex-post information asymmetry. This study provides an innovative theoretical perspective on supply chain financing and enriches the existing research.

Details

Industrial Management & Data Systems, vol. 120 no. 4
Type: Research Article
ISSN: 0263-5577

Keywords

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Article
Publication date: 1 June 2021

Qiang Lu, Jinliang Chen, Hua Song and Xiangyu Zhou

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…

Abstract

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.

Details

Journal of Enterprise Information Management, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 1741-0398

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Article
Publication date: 2 October 2017

Hua Song, Rabia Turson, Anirban Ganguly and Kangkang Yu

The purpose of this paper is to identify the two kinds of supply chain quality management (SCQM) capabilities: intra-SCQM and inter-SCQM, and explore the effect of intra…

Abstract

Purpose

The purpose of this paper is to identify the two kinds of supply chain quality management (SCQM) capabilities: intra-SCQM and inter-SCQM, and explore the effect of intra- and inter-food SCQM on food safety and quality, and the effect of food SCQM on domestic and export performance through food certification and corporate reputation.

Design/methodology/approach

Secondary data on food selling or processing firms in Western China were collected to test all the hypotheses. The data were then analyzed using the statistical technique of stepwise regression and inference was drawn based on the result.

Findings

Through utilizing secondary data sources, it is found that intra-SCQM promotes sales in domestics market with mediating role of corporate reputation, while the realization of overseas performance depend both on intra- and inter-SCQM with mediating role of food certification.

Practical implications

The paper study on food supply chain quality problem, the suggested approaches can be easily realized by agro-food companies to achieve international competitiveness by implementing both intra- and inter-SCQM. Meanwhile to Chinese domestic companies, it is important to strengthen inter-SCQM and food certification in order to achieve competitive advantage.

Originality/value

Review of literature indicated that there is a dearth of open literature that discusses food safety from the perspective of inter- and intra-organizational management. Furthermore, it was also observed that there has been no study that has taken the safety signaling perspective. The current research tires to shed some light on this important, but sparely discussed issue.

Details

International Journal of Operations & Production Management, vol. 37 no. 10
Type: Research Article
ISSN: 0144-3577

Keywords

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Article
Publication date: 17 August 2018

Hua Song, Qiang Lu, Kangkang Yu and Cheng Qian

The purpose of this paper is to understand how knowledge spillover and access in a supply chain network enhance the credit quality in supply chain finance (SCF) of small…

Abstract

Purpose

The purpose of this paper is to understand how knowledge spillover and access in a supply chain network enhance the credit quality in supply chain finance (SCF) of small and medium enterprises (SMEs).

Design/methodology/approach

Drawing on network theory and a knowledge-based view (KBV) of SCF, this paper proposes a theoretical model and tests it using survey data from a sample of 248 SMEs in China.

Findings

The main finding is that both strong ties and dense ties within a supply chain network have positive effects on SMEs’ credit quality, and these effects are mediated by knowledge spillover and knowledge access. Interestingly, knowledge spillover is found to have a positive effect on knowledge access.

Originality/value

This paper is the first to investigate the relationship between supply chain network and supply chain financing from a KBV. The proposed model captures the complexity in the interaction among different attributes of supply chain networks (i.e. strong ties and dense ties), different aspects of knowledge transfer (i.e. knowledge spillover and knowledge access) and SMEs’ credit quality in SCF. The results not only show the importance of SMEs’ supply chain networks to SMEs’ credit quality but also contribute to the understanding of the KBV in SCF.

Details

Industrial Management & Data Systems, vol. 119 no. 2
Type: Research Article
ISSN: 0263-5577

Keywords

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Article
Publication date: 24 July 2020

Run-Hua Song, Hai-Long Qin, Zhong-Nan Bi, Ji Zhang, Hai Chi, Esteban P Busso and Dong-Feng Li

The purpose of this paper is to systematically investigate the dynamic strain aging (DSA) effect in solid solution treated IN718 at different temperatures through…

Abstract

Purpose

The purpose of this paper is to systematically investigate the dynamic strain aging (DSA) effect in solid solution treated IN718 at different temperatures through experiments and simulations to gain an understanding of the inelastic deformation mechanisms.

Design/methodology/approach

In the present work, uniaxial tensile tests have been carried out in conjunction with finite element (FE) simulations to investigate the behaviour of the solid solution treated Inconel 718 superalloy at different temperatures and strain rates. Dynamic strain aging (DSA) effects, which manifested during the tests in the form of a negative strain rate sensitivity and stress serrations, are investigated. The most significant DSA effect occurs at 500°C and at a strain rate of 10–4 s-1. In a newly proposed rate-dependent constitutive formulation, the DSA model, proposed by McCormick, Kubin and Estrin, was introduced into slip-assisted solute hardening, and an activation energy-dependent exponential flow rule was adopted.

Findings

The observed negative strain rate sensitivity and stress serrations are well predicted by a 3 D FE. The FE results indicate that the equivalent plastic strain rate distribution in the specimen gauge length is as highly inhomogeneous as in the other materials exhibiting DSA effects such as aluminium and titanium alloy. During inelastic deformation, propagating high strain rate bands can be closely correlated to the stress serrations.

Originality/value

For the DSA effect in solid solution treated IN718, the existing researching mainly focuses on the mechanical properties experiment and microstructure observation. In this study, a constitutive formulation, combined with the DSA model, has been proposed, and the mechanical behaviors, including the DSA effect, have been well predicted by a finite element model.

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Article
Publication date: 26 October 2018

Song Hua, Huiyin Huang, Fangfang Yin and Chunling Wei

This paper aims to propose a constant-gain Kalman Filter algorithm based on the projection method and constant dimension projection, which ensures that the dimension of…

Abstract

Purpose

This paper aims to propose a constant-gain Kalman Filter algorithm based on the projection method and constant dimension projection, which ensures that the dimension of the observation matrix obtained is maintained when there is a satellite with multiple sensors.

Design/methodology/approach

First, a time-invariant observation matrix is determined with the projection method, which does not require the Jacobi matrix to be calculated. Second, the constant-gain matrix replaces the EKF (extended Kalman filter) gain matrix, which requires online computation, considerably improving the stability and real-time properties of the algorithm.

Findings

The simulation results indicate that compared to the EKF algorithm, the constant-gain Kalman filter algorithm has a considerably lower computational burden and improved real-time properties and stability without a significant loss of accuracy. The algorithm based on the constant dimension projection has better real-time properties, simpler computations and greater fault tolerance than the conventional EKF algorithm when handling an attitude determination system with three or more star trackers.

Originality/value

In satellite attitude determination systems, the constant-gain Kalman Filter algorithm based on the projection method reduces the large computational burden and improve the real-time properties of the EKF algorithm.

Details

Aircraft Engineering and Aerospace Technology, vol. 90 no. 8
Type: Research Article
ISSN: 1748-8842

Keywords

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