A Fuzzy Improvement Testing Model of Bank APP Performance
Numerous studies have pointed out that the issue of global warming is getting increasingly more serious. Therefore, the concepts of circular economy (CE) and sharing economy have been more and more valued by enterprises and governments. With the gradual popularization and maturity of the Internet of...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-04-01
|
| Series: | Mathematics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2227-7390/10/9/1409 |
| _version_ | 1797503905989394432 |
|---|---|
| author | Tian Chen Ting-Hsin Hsu Kuen-Suan Chen Chun-Ming Yang |
| author_facet | Tian Chen Ting-Hsin Hsu Kuen-Suan Chen Chun-Ming Yang |
| author_sort | Tian Chen |
| collection | DOAJ |
| description | Numerous studies have pointed out that the issue of global warming is getting increasingly more serious. Therefore, the concepts of circular economy (CE) and sharing economy have been more and more valued by enterprises and governments. With the gradual popularization and maturity of the Internet of Things (IoT), various smart APP platforms have sprung up rapidly. For example, the fuzzy evaluation model of bank APP performance was proposed in such an environment, aiming to improve the APP service performance by means of evaluating, analyzing, improving, and enhancing customers’ satisfaction with their use of APPs, and increasing the number of users of APPs. Since the follow-up of the article did not mention the improved testing model used to verify the improvement effect, this paper then proposed a fuzzy two-tailed testing model with two indices before and after the improvement based on the confidence interval to verify whether the improvement has had a significant effect. This complete bank APP fuzzy performance evaluation, analysis, and improvement model measured the bank APP operation performance using customer time intervals, so the data collection time was short. Not only can it meet enterprises’ need for rapid response and grasp the opportunity for improvement to achieve the effect of energy-saving and carbon reduction, but it also can satisfy enterprises’ requirement to pursue fast and accurate decision-making. Furthermore, the fuzzy two-tailed test proposed by this paper was based on the confidence interval, which can reduce the risk of misjudgment caused by sampling error. Plenty of studies have indicated that the designs based on confidence intervals can integrate expert experience and past data so that the accuracy of testing can be maintained in the case of small-sized samples. |
| first_indexed | 2024-03-10T03:57:03Z |
| format | Article |
| id | doaj.art-e9f8bb4c85404327908f8c4146df1cdb |
| institution | Directory Open Access Journal |
| issn | 2227-7390 |
| language | English |
| last_indexed | 2024-03-10T03:57:03Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Mathematics |
| spelling | doaj.art-e9f8bb4c85404327908f8c4146df1cdb2023-11-23T08:43:57ZengMDPI AGMathematics2227-73902022-04-01109140910.3390/math10091409A Fuzzy Improvement Testing Model of Bank APP PerformanceTian Chen0Ting-Hsin Hsu1Kuen-Suan Chen2Chun-Ming Yang3School of Economics and Management, Dongguan University of Technology, Dongguan 523808, ChinaDepartment of Finance, National Taichung University of Science and Technology, Taichung 404336, TaiwanDepartment of Industrial Engineering and Management, National Chin-Yi University of Technology, Taichung 411030, TaiwanSchool of Economics and Management, Dongguan University of Technology, Dongguan 523808, ChinaNumerous studies have pointed out that the issue of global warming is getting increasingly more serious. Therefore, the concepts of circular economy (CE) and sharing economy have been more and more valued by enterprises and governments. With the gradual popularization and maturity of the Internet of Things (IoT), various smart APP platforms have sprung up rapidly. For example, the fuzzy evaluation model of bank APP performance was proposed in such an environment, aiming to improve the APP service performance by means of evaluating, analyzing, improving, and enhancing customers’ satisfaction with their use of APPs, and increasing the number of users of APPs. Since the follow-up of the article did not mention the improved testing model used to verify the improvement effect, this paper then proposed a fuzzy two-tailed testing model with two indices before and after the improvement based on the confidence interval to verify whether the improvement has had a significant effect. This complete bank APP fuzzy performance evaluation, analysis, and improvement model measured the bank APP operation performance using customer time intervals, so the data collection time was short. Not only can it meet enterprises’ need for rapid response and grasp the opportunity for improvement to achieve the effect of energy-saving and carbon reduction, but it also can satisfy enterprises’ requirement to pursue fast and accurate decision-making. Furthermore, the fuzzy two-tailed test proposed by this paper was based on the confidence interval, which can reduce the risk of misjudgment caused by sampling error. Plenty of studies have indicated that the designs based on confidence intervals can integrate expert experience and past data so that the accuracy of testing can be maintained in the case of small-sized samples.https://www.mdpi.com/2227-7390/10/9/1409thinking of sharing economybank APPAPP performance indexconfidence intervalfuzzy two-tailed testing model |
| spellingShingle | Tian Chen Ting-Hsin Hsu Kuen-Suan Chen Chun-Ming Yang A Fuzzy Improvement Testing Model of Bank APP Performance Mathematics thinking of sharing economy bank APP APP performance index confidence interval fuzzy two-tailed testing model |
| title | A Fuzzy Improvement Testing Model of Bank APP Performance |
| title_full | A Fuzzy Improvement Testing Model of Bank APP Performance |
| title_fullStr | A Fuzzy Improvement Testing Model of Bank APP Performance |
| title_full_unstemmed | A Fuzzy Improvement Testing Model of Bank APP Performance |
| title_short | A Fuzzy Improvement Testing Model of Bank APP Performance |
| title_sort | fuzzy improvement testing model of bank app performance |
| topic | thinking of sharing economy bank APP APP performance index confidence interval fuzzy two-tailed testing model |
| url | https://www.mdpi.com/2227-7390/10/9/1409 |
| work_keys_str_mv | AT tianchen afuzzyimprovementtestingmodelofbankappperformance AT tinghsinhsu afuzzyimprovementtestingmodelofbankappperformance AT kuensuanchen afuzzyimprovementtestingmodelofbankappperformance AT chunmingyang afuzzyimprovementtestingmodelofbankappperformance AT tianchen fuzzyimprovementtestingmodelofbankappperformance AT tinghsinhsu fuzzyimprovementtestingmodelofbankappperformance AT kuensuanchen fuzzyimprovementtestingmodelofbankappperformance AT chunmingyang fuzzyimprovementtestingmodelofbankappperformance |