Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM)
The research objectives are as follows: (1) Develop a solid structural model assuming normality and homoscedasticity. (2) Obtain the property estimator of the flexible and robust SFAM structural model. (3) Obtaining hypothesis testing of each relationship built from the flexible and strong SFAM stru...
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| Format: | Article |
| Language: | English |
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Taylor & Francis Group
2023-12-01
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| Series: | Cogent Business & Management |
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| Online Access: | https://www.tandfonline.com/doi/10.1080/23311975.2022.2128255 |
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| author | Solimun Adji Achmad Rinaldo Fernandes |
| author_facet | Solimun Adji Achmad Rinaldo Fernandes |
| author_sort | Solimun |
| collection | DOAJ |
| description | The research objectives are as follows: (1) Develop a solid structural model assuming normality and homoscedasticity. (2) Obtain the property estimator of the flexible and robust SFAM structural model. (3) Obtaining hypothesis testing of each relationship built from the flexible and strong SFAM structural model. This research is integrated with a flexible and robust modeling approach based on nonparametric smooth spline regression analysis (RNSS) that can capture the shape and robustness of relationships dependent on empirical data. There are at least three transformation methods namely SRS, MSI and RASCH that will be used in SFAM development. The results obtained are the development of a flexible structural model in the form of relationships between variables and a robust structural model from the two assumptions, then the estimator properties and hypothesis testing of each relationship are built from the two models. The authenticity of this research is very evident in the discovery of a new model, namely SFAM that can accommodate various things, which are the weaknesses of various existing analytical tools such as recursive and recursive models, more than one endogenous variable, flexible and strong models. |
| format | Article |
| id | doaj-art-8f980750da314315af9d3dcd5e02c8a9 |
| institution | OA Journals |
| issn | 2331-1975 |
| language | English |
| publishDate | 2023-12-01 |
| publisher | Taylor & Francis Group |
| record_format | Article |
| series | Cogent Business & Management |
| spelling | doaj-art-8f980750da314315af9d3dcd5e02c8a92025-08-20T02:09:41ZengTaylor & Francis GroupCogent Business & Management2331-19752023-12-0110110.1080/23311975.2022.2128255Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM) Solimun0Adji Achmad Rinaldo Fernandes1Faculty of Math and Science, Brawijaya University, IndonesiaFaculty of Math and Science, Brawijaya University, IndonesiaThe research objectives are as follows: (1) Develop a solid structural model assuming normality and homoscedasticity. (2) Obtain the property estimator of the flexible and robust SFAM structural model. (3) Obtaining hypothesis testing of each relationship built from the flexible and strong SFAM structural model. This research is integrated with a flexible and robust modeling approach based on nonparametric smooth spline regression analysis (RNSS) that can capture the shape and robustness of relationships dependent on empirical data. There are at least three transformation methods namely SRS, MSI and RASCH that will be used in SFAM development. The results obtained are the development of a flexible structural model in the form of relationships between variables and a robust structural model from the two assumptions, then the estimator properties and hypothesis testing of each relationship are built from the two models. The authenticity of this research is very evident in the discovery of a new model, namely SFAM that can accommodate various things, which are the weaknesses of various existing analytical tools such as recursive and recursive models, more than one endogenous variable, flexible and strong models.https://www.tandfonline.com/doi/10.1080/23311975.2022.2128255Flexible and Sturdy Structural ModelingSFAMSEM |
| spellingShingle | Solimun Adji Achmad Rinaldo Fernandes Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM) Cogent Business & Management Flexible and Sturdy Structural Modeling SFAM SEM |
| title | Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM) |
| title_full | Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM) |
| title_fullStr | Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM) |
| title_full_unstemmed | Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM) |
| title_short | Innovation-Based Research Using Structural Flexibility and Acceptance Model (SFAM) |
| title_sort | innovation based research using structural flexibility and acceptance model sfam |
| topic | Flexible and Sturdy Structural Modeling SFAM SEM |
| url | https://www.tandfonline.com/doi/10.1080/23311975.2022.2128255 |
| work_keys_str_mv | AT solimun innovationbasedresearchusingstructuralflexibilityandacceptancemodelsfam AT adjiachmadrinaldofernandes innovationbasedresearchusingstructuralflexibilityandacceptancemodelsfam |