scholarly journals The Quantitative Analysis and Decision-making of MSMEs’ Credit Risk

2021 ◽  
pp. 19
Author(s):  
Keyword(s):  
Decision Making ◽  
Quantitative Analysis ◽  
Credit Risk ◽  
Small And Medium Enterprises ◽  
Risk Index ◽  
Original Data ◽  
Entropy Weight ◽  
De Algorithm ◽  
Medium Enterprises ◽  
The Relationship

In this study, we focused on the quantitative analysis and decision-making of credit risk of the Micro, Small and Medium Enterprises (MSMEs) from the perspective of bank. Based on the data of 123 MSMEs, we extracted and processed information from the original data with theoretical analysis and feature engineering, and established an entropy weight-TOPSIS model to get the credit risk index of each MSME. Meanwhile, the credit strategy optimization model was constructed, and the DE algorithm was used to solve the credit strategy scheme for bank to each MSME. According to the relationship between the total annual credit of bank, interest rate and expected profit, we analyzed the partial sensitivity of the model and explored the maximum profitability of the bank and finally gave helpful suggestions. Our results have guiding significance for banks to manage and make decisions on the credit risk of MSMEs.

scholarly journals Exploring The Relationship Between Accounting Professionals And Small And Medium Enterprises (SMEs)

2014 ◽  
Vol 12 (3) ◽  
pp. 209
Author(s):  
Heather Banham ◽  
Yunke He
Keyword(s):  
Decision Making ◽  
Small And Medium Enterprises ◽  
Business Administration ◽  
Accounting Firms ◽  
Growth And Survival ◽  
Important Decision ◽  
Accounting Professionals ◽  
Medium Enterprises ◽  
The Relationship

This study explores the relationship between SMEs and professional accountants and the expectations that they hold for each other. The findings show that SMEs use a combination of insourcing and outsourcing to meet their accounting needs; however, how to balance the two is a very important decision making issue. SMEs frequent reliance on external accountants extends well beyond the normal scope of accounting into other aspects of business administration. The study has important implications for growth and survival of professional accounting firms, education providers, and SMEs.

Error Orientation and Entrepreneurial Decision Making in Chinese Enterprises: Opportunity Identification As Mediator

2016 ◽  
Vol 44 (4) ◽  
pp. 555-568 ◽  
Author(s):  
Xueyan Wei ◽  
Robert D. Hisrich
Keyword(s):  
Decision Making ◽  
Small And Medium Enterprises ◽  
Opportunity Identification ◽  
Entrepreneurial Opportunity ◽  
Chinese Enterprises ◽  
Explained Variance ◽  
Entrepreneurial Decision ◽  
Medium Enterprises ◽  
Error Orientation ◽  
The Relationship

We examined how error orientation and opportunity identification behavior relate to entrepreneurial decision making in Chinese small and medium enterprises (SMEs) and how these perceptions of opportunity identification mediate the effects of error orientation on entrepreneurial decision making. We analyzed 187 questionnaires from participants in SME firms in China. The results indicated that perceived error orientation and opportunity identification were related to and explained variance in entrepreneurial decision making. Opportunity identification also fully or partially mediated the relationship between error orientation and entrepreneurial decision making. Elevating opportunity identification beliefs and clarifying an entrepreneur's understanding of the importance of opportunity identification for the functionality and effectiveness of his/her firm can help promote entrepreneurial decision making. Alertness to error orientation can contribute to the development of stronger perceptions of entrepreneurial opportunity identification and lead to better entrepreneurial decision making.

Structural Modeling of Institute of Entrepreneurship in Russia

2019 ◽  
pp. 34-48
Author(s):  
Svetlana L. Sazanova
Keyword(s):  
Global Economy ◽  
Structural Model ◽  
Institutional Environment ◽  
Small And Medium Enterprises ◽  
Structural Modeling ◽  
Entrepreneurial Activity ◽  
Pattern Modeling ◽  
Medium Enterprises ◽  
The Impact ◽  
The Relationship

Entrepreneurship plays an important role in the modern global economy; the share of products of small and medium enterprises in the gross product and exports not only of the developed but also of developing countries is growing. Innovation processes cover all sectors of the economy, and more and more people are involved in entrepreneurial activity, which contributes to the penetration of entrepreneurial thinking and business values in all areas of the socioeconomic life of society. The Institute of Entrepreneurship plays an increasingly prominent role in the institutional environment of socio-economic systems. This actualizes the problem of studying the relationship of the institution of entrepreneurship with the institutions of law, culture, management. This requires a methodology that allows you to explore the impact on the institute of entrepreneurship not only economic, but also non-economic factors. The methodology of the “old” institutionalism possesses such a tool, it is structural modeling (pattern modeling), which allows to explore the diversity of interrelationships of the institution of entrepreneurship with other components of the institutional and economic environment. The article explored the features of the development of the institution of entrepreneurship in Russia, established the relationship between the institution of entrepreneurship, values, motives and incentives for entrepreneurial activity, built a structural model of the institution of entrepreneurship based on the methodology of the old institutionalism (pattern modeling). The structural model of the institution of entrepreneurship reveals the relationship between the institution of entrepreneurship, the values of entrepreneurial activity, its motives and incentives; as well as the relationship between the institution of entrepreneurship with the institutions of governance, cultural and religious institutions, legal institutions and society.

THE ACCESS TO GOVERNMENT FINANCIAL SUPPORT THROUGH LEGAL CHANNELS OF SMALL AND MEDIUM ENTERPRISES IN FOUR ASIA PACIFIC COUNTRIES

2020 ◽  
Vol 9 (2) ◽  
pp. 298
Author(s):  
Muhamad Marwan
Keyword(s):  
Financial Support ◽  
Small And Medium Enterprises ◽  
Mediation Effect ◽  
Asia Pacific ◽  
Survey Questionnaire ◽  
Access To Finance ◽  
Medium Enterprises ◽  
The Impact ◽  
The Relationship

The aim of this study is to determine the impact of networking on SME’s ability to access government financial support through legal channels in Asia Pacific. This study is quantitative in nature in which the data has been gathered from 281 employees and managers working in SMEs through survey questionnaire. The SEM technique was utilised for the purpose of analysing and testing the mediation effect. The study found that there is a partial mediation of government financial support through legal channels among the relationship between networking with officers and access to finance. This study is restricted to the SMEs operating in the region of Asia Pacific.

A Study on the Analytics Tool Used in Decision Making at Small and Medium Enterprise

2015 ◽  
Vol 3 (1) ◽  
Author(s):  
Vivek N. Bhatt
Keyword(s):  
Decision Making ◽  
Business Intelligence ◽  
Small And Medium Enterprises ◽  
Small Scale ◽  
Know How ◽  
Decision Making Styles ◽  
Routine Basis ◽  
Medium Enterprise ◽  
Decision Making Processes ◽  
Medium Enterprises

The article focuses on the study of prevailing decision making styles of Small Scale Industrial (SSI) Units. It presents data collected from 200 SSI units from Bhavnagar – a coastal city of Gujarat, India. The objective of writing the article is to depict heuristic decision patterns of small and medium enterprises, and the rare use of analytical or statistical business intelligence tools in decision making processes. It would be interesting to study the design of decision taken on routine basis in small units, poorly equipped with technology and technical know-how. The paper is descriptive in terms, and lays a lucid picture of present decision making processes.

The Impact of Financial Literacy on Financial Preparedness for Retirement in the Small and Medium Enterprises Sector in Uganda

2020 ◽  
Vol 9 (3) ◽  
pp. 26-41
Author(s):  
Colin Agabalinda ◽  
Alain Vilard Ndi Isoh
Keyword(s):  
Financial Literacy ◽  
Small And Medium Enterprises ◽  
Group Analysis ◽  
Moderating Effect ◽  
Primary Data ◽  
Retirement Preparedness ◽  
Medium Enterprises ◽  
The Impact ◽  
The Relationship ◽  
Effect Of Age

The study investigated the direct effects of financial literacy (knowledge, skills, and attitudes) on financial preparedness for retirement and the moderating effect of age among the small and medium enterprises in Uganda. Primary data was collected from a sample of n = 380 selected from the SME workforce. Descriptive analysis was run on SPSS, while validity and reliability of the measurement items yielded satisfactory composite reliability scores and average variance explained (AVE) scores for all items. Structural equation modelling (SEM) was used to test the hypotheses and multi-group analysis conducted to test for the moderating effect of age on the relationship between financial literacy and retirement preparedness. The results revealed that knowledge and skills were significant predictors of retirement preparedness. However, ‘attitude' was not a significant predictor, and age had no moderating effect on the relationship between the study variables. These findings present practical implications for policymakers and financial educators in a developing country context.

scholarly journals Open Innovation with Relational Capital, Technological Innovation Capital, and International Performance in SMEs

2021 ◽  
Vol 13 (6) ◽  
pp. 3418
Author(s):  
Dongwoo Ryu ◽  
Kwang Ho Baek ◽  
Junghyun Yoon
Keyword(s):  
Technological Innovation ◽  
Open Innovation ◽  
Small And Medium Enterprises ◽  
Hierarchical Regression ◽  
Relational Capital ◽  
Innovation Capability ◽  
Perspective View ◽  
International Performance ◽  
Medium Enterprises ◽  
The Relationship

The importance of international markets is constantly emphasized for small and medium enterprises(SMEs). In previous studies, technological innovation capabilities were emphasized as a factor that enables SMEs to compete in the international market. To this end, SMEs need to cooperate with external partners to strengthen their technological innovation capabilities to thus improve their international performance. With the perspective view of open innovation, this research explores the effects of relational capital and technological innovation capability on international performance, with a particular focus on the moderating effect of alliance proactiveness. Building on previous literature regarding internationalization, technological innovation, and alliance proactiveness, research hypotheses were developed and tested using data collected from 175 SMEs. A hierarchical regression analysis was applied. The analysis showed that, first, relational capital had a significant effect on the technological innovation capability. Second, technological innovation capability has a significant influence on the international performance. Third, technological innovation capability mediated the relationship between relational capital and international performance. Finally, alliance proactiveness was found to moderate the relationship between technological innovation capability and international performance. The key research findings imply that relational capital and alliance proactiveness are the key factors of international performance, as they improved the development of the technological innovation capability.

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.

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