Financial Stumbling Detection Model for SMEs

被引:0
作者
Farag, Reham Nasser [1 ]
Al-Wakeel, Nashaat [1 ]
Hassanein, Mohamed Sameh [2 ]
机构
[1] Helwan Univ, Fac Commerce & Business Adm, Cairo, Egypt
[2] Integrated Thebes Inst Comp & Management Sci, Cairo, Egypt
关键词
SMEs; financial statements; business intelligence (BI); DSR methodology; financial decisions; BUSINESS INTELLIGENCE; DECISION-MAKING; PERFORMANCE;
D O I
10.14569/IJACSA.2021.01208104
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Access to financing is still one of the greatest obstacles facing Small and Medium Enterprises (SMEs) all over the world and prevents them from developing. Because a large percentage of these projects fail/stumble and go bankrupt, due to failures in their financial management and assets management decisions. SMEs do not only play an important role in the global economy but also it is one of the sources of social stability and an effective role in a country's economy. The previous researches indicate that BI systems are mainly applied in large enterprises, but using BI in SMEs is very rare. Thus, to enhance financial decisions, the study uses various ICT tools such as business intelligence (BI). This research develops a Financial Stumbling Detection (FSD) Model using BI that can help SMEs stakeholders in taking the proper financial decisions. The FSD model identifies the initial stumble/defect in SMEs, by using some financial ratios. And it was created relying on Design Science Research (DSR) methodology. The results of using BI in SMEs give the necessary insight into a business's financial data, and highlight if the business is heading for a financial crisis and potential failure.
引用
收藏
页码:945 / 952
页数:8
相关论文
共 27 条
[1]  
Adelman S., 2005, Data Strategy
[2]   Deployment factors for mobile business intelligence in developing countries small and medium enterprises [J].
Adeyelure, Tope Samuel ;
Kalema, Billy Mathias ;
Bwalya, Kelvin J. .
AFRICAN JOURNAL OF SCIENCE TECHNOLOGY INNOVATION & DEVELOPMENT, 2018, 10 (06) :715-723
[3]  
[Anonymous], 2014, SUSTAINABILITY REPOR
[4]  
[Anonymous], 2011, REPORT RUSTAINABILIT
[5]  
[Anonymous], 2019, GAO-19-294R
[6]  
Bandara W., 2017, Journal of Information Technology Teaching Cases, V7, P92, DOI [10.1057/S41266-016-0014-Y, DOI 10.1057/S41266-016-0014-Y]
[7]  
Broccardo L, 2016, INNOVATION, ENTREPRENEURSHIP AND DIGITAL ECOSYSTEMS, P366
[8]   Application of decision-making techniques in supplier selection: A systematic review of literature [J].
Chai, Junyi ;
Liu, James N. K. ;
Ngai, Eric W. T. .
EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (10) :3872-3885
[9]  
El-Said H., 2013, EC RES FORUM WORKING
[10]  
Gauzelin S, 2017, J INTELL STUD BUS, V7, P40, DOI 10.37380/jisib.v7i2.238