Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprises
The aim of this study is to demonstrate the capabilities of the Jamovi software in analyzing complex economic models, using the case of examining the impact of various factors on enterprise innovation activity. Structural Equation Modeling (SEM) was employed to identify both direct and mediated rel...
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| Format: | Article |
| Language: | English |
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Polish Association for Knowledge Promotion
2025-03-01
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| Series: | Applied Computer Science |
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| Online Access: | https://ph.pollub.pl/index.php/acs/article/view/7037 |
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| author | Assel SADENOVA Oxana DENISSOVA Marina KOZLOVA Saule RAKHIMOVA Arkadiusz GOLA Saltanat SUIEUBAYEVA |
| author_facet | Assel SADENOVA Oxana DENISSOVA Marina KOZLOVA Saule RAKHIMOVA Arkadiusz GOLA Saltanat SUIEUBAYEVA |
| author_sort | Assel SADENOVA |
| collection | DOAJ |
| description |
The aim of this study is to demonstrate the capabilities of the Jamovi software in analyzing complex economic models, using the case of examining the impact of various factors on enterprise innovation activity. Structural Equation Modeling (SEM) was employed to identify both direct and mediated relationships among economic and digital infrastructure, factors related to research and development (R&D), and innovation activity. The analysis results confirmed the positive impact of economic infrastructure on the level of R&D and the innovation activity of enterprises, as well as the mediating role of R&D factors in transmitting the effects of infrastructure. Meanwhile, the influence of digital infrastructure was found to be weak, highlighting the need for further development of digital technologies and their integration into economic activities. The findings and methodology of the study can be utilized to enhance the competitiveness of enterprises and to develop effective measures for state support of innovation activities in various regions.
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| format | Article |
| id | doaj-art-7e0b172f951d4c7b88eb949edbd6410e |
| institution | OA Journals |
| issn | 2353-6977 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Polish Association for Knowledge Promotion |
| record_format | Article |
| series | Applied Computer Science |
| spelling | doaj-art-7e0b172f951d4c7b88eb949edbd6410e2025-08-20T02:16:10ZengPolish Association for Knowledge PromotionApplied Computer Science2353-69772025-03-0121110.35784/acs_7037Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprisesAssel SADENOVA0https://orcid.org/0000-0003-4052-8830Oxana DENISSOVA1https://orcid.org/0000-0003-4499-2809Marina KOZLOVA2https://orcid.org/0000-0001-9185-6848Saule RAKHIMOVA3https://orcid.org/0000-0003-0553-9606Arkadiusz GOLA4https://orcid.org/0000-0002-2935-5003Saltanat SUIEUBAYEVA5https://orcid.org/0000-0002-0290-6290D.Serikbayev East Kazakhstan Technical UniversityD.Serikbayev East Kazakhstan Technical UniversityD.Serikbayev East Kazakhstan Technical UniversityAstana International UniversityLublin University of TechnologyD.Serikbayev East Kazakhstan Technical University The aim of this study is to demonstrate the capabilities of the Jamovi software in analyzing complex economic models, using the case of examining the impact of various factors on enterprise innovation activity. Structural Equation Modeling (SEM) was employed to identify both direct and mediated relationships among economic and digital infrastructure, factors related to research and development (R&D), and innovation activity. The analysis results confirmed the positive impact of economic infrastructure on the level of R&D and the innovation activity of enterprises, as well as the mediating role of R&D factors in transmitting the effects of infrastructure. Meanwhile, the influence of digital infrastructure was found to be weak, highlighting the need for further development of digital technologies and their integration into economic activities. The findings and methodology of the study can be utilized to enhance the competitiveness of enterprises and to develop effective measures for state support of innovation activities in various regions. https://ph.pollub.pl/index.php/acs/article/view/7037structural equation modeling (SEM)Jamoviinnovation activityenterprises |
| spellingShingle | Assel SADENOVA Oxana DENISSOVA Marina KOZLOVA Saule RAKHIMOVA Arkadiusz GOLA Saltanat SUIEUBAYEVA Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprises Applied Computer Science structural equation modeling (SEM) Jamovi innovation activity enterprises |
| title | Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprises |
| title_full | Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprises |
| title_fullStr | Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprises |
| title_full_unstemmed | Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprises |
| title_short | Structural equation modeling (SEM) in Jamovi: An example of analyzing the impact of factors on the innovation activity of enterprises |
| title_sort | structural equation modeling sem in jamovi an example of analyzing the impact of factors on the innovation activity of enterprises |
| topic | structural equation modeling (SEM) Jamovi innovation activity enterprises |
| url | https://ph.pollub.pl/index.php/acs/article/view/7037 |
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