Second-order PLS structural equation modeling in scientific research
This study looked at how structural equation modeling using partial least squares of higher order has been used in various fields of science. We used the integrative type of systematic review method for this. We used the Coordination for the Improvement of Higher Education Personnel database. We se...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | Portuguese |
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Pontifícia Universidade Católica de São Paulo
2023-03-01
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| Series: | Revista Eletrônica do Departamento de Ciências Contábeis & Departamento de Atuária e Métodos Quantitativos |
| Subjects: | |
| Online Access: | https://revistas.pucsp.br/index.php/redeca/article/view/59733 |
| _version_ | 1797840616944566272 |
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| author | Abimael Ouro Eucymara Santos Esdras Santos Ikaro Barreto Maria Olave |
| author_facet | Abimael Ouro Eucymara Santos Esdras Santos Ikaro Barreto Maria Olave |
| author_sort | Abimael Ouro |
| collection | DOAJ |
| description |
This study looked at how structural equation modeling using partial least squares of higher order has been used in various fields of science. We used the integrative type of systematic review method for this. We used the Coordination for the Improvement of Higher Education Personnel database. We searched this database for articles with eight different descriptors published between 2010 and 2020. In total, we used 173 articles as the basis for our analysis in our study. We used coding and graph analysis through social network analysis to analyze the data. The main findings show that social science is the most commonly used area for this method, and that most studies do not detail how they conducted the higher-order structural equation through partial least squares modeling. The study also shows which metrics are commonly used and which could be used more effectively for greater reliability.
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| first_indexed | 2024-04-09T16:17:45Z |
| format | Article |
| id | doaj.art-084af3c62c6a4789993f2def12bebaa2 |
| institution | Directory Open Access Journal |
| issn | 2446-9513 |
| language | Portuguese |
| last_indexed | 2024-04-09T16:17:45Z |
| publishDate | 2023-03-01 |
| publisher | Pontifícia Universidade Católica de São Paulo |
| record_format | Article |
| series | Revista Eletrônica do Departamento de Ciências Contábeis & Departamento de Atuária e Métodos Quantitativos |
| spelling | doaj.art-084af3c62c6a4789993f2def12bebaa22023-04-24T03:03:08ZporPontifícia Universidade Católica de São PauloRevista Eletrônica do Departamento de Ciências Contábeis & Departamento de Atuária e Métodos Quantitativos2446-95132023-03-011010.23925/2446-9513.2023v10id59733Second-order PLS structural equation modeling in scientific researchAbimael Ouro0Eucymara Santos1Esdras Santos2Ikaro Barreto3Maria Olave4Universidade Federal de SergipeUniversidade Federal de SergipeUniversidade Federal de SergipeUniversidade Federal de PernambucoUniversidade Federal de Sergipe This study looked at how structural equation modeling using partial least squares of higher order has been used in various fields of science. We used the integrative type of systematic review method for this. We used the Coordination for the Improvement of Higher Education Personnel database. We searched this database for articles with eight different descriptors published between 2010 and 2020. In total, we used 173 articles as the basis for our analysis in our study. We used coding and graph analysis through social network analysis to analyze the data. The main findings show that social science is the most commonly used area for this method, and that most studies do not detail how they conducted the higher-order structural equation through partial least squares modeling. The study also shows which metrics are commonly used and which could be used more effectively for greater reliability. https://revistas.pucsp.br/index.php/redeca/article/view/59733SEM-PLS of Higher OrderSecond orderSystematic ReviewIntegrative ReviewSocial Network AnalysisQuantitative method |
| spellingShingle | Abimael Ouro Eucymara Santos Esdras Santos Ikaro Barreto Maria Olave Second-order PLS structural equation modeling in scientific research Revista Eletrônica do Departamento de Ciências Contábeis & Departamento de Atuária e Métodos Quantitativos SEM-PLS of Higher Order Second order Systematic Review Integrative Review Social Network Analysis Quantitative method |
| title | Second-order PLS structural equation modeling in scientific research |
| title_full | Second-order PLS structural equation modeling in scientific research |
| title_fullStr | Second-order PLS structural equation modeling in scientific research |
| title_full_unstemmed | Second-order PLS structural equation modeling in scientific research |
| title_short | Second-order PLS structural equation modeling in scientific research |
| title_sort | second order pls structural equation modeling in scientific research |
| topic | SEM-PLS of Higher Order Second order Systematic Review Integrative Review Social Network Analysis Quantitative method |
| url | https://revistas.pucsp.br/index.php/redeca/article/view/59733 |
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