Combining SDGs with generative AI like ChatGPT boosts English learners' motivation, digital literacy, and creativity. Higher engagement strengthens this link, providing teachers with practical strategies for integrating AI in language teaching.
Research Article
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| Name | Company | Catalog Number | Comments |
|---|---|---|---|
| ChatGPT Usage Scale | 8-item scale adapted from Abbas et al. (2023). | Abbas et al. (2023). | |
| Creativity Scale | 12-item scale adapted from Govindasamy et al. (2022), measuring four sub-constructs: Originality, Flexibility, Fluency, and Elaboration. | Govindasamy et al. (2022) | |
| Data Collection Instrument | Anonymous, self-administered paper-and-pencil questionnaire. | Not applicable / custom-designed | |
| Data Storage System | Password-protected servers with encrypted digital systems. | Not applicable / institutional IT infrastructure | |
| Digital Literacy Scale | 29-item scale adapted from Rodríguez-de-Dios et al. (2018), covering six dimensions: Technological, Personal Security, Critical, Device Security, Information, and Communication Literacy. | Rodríguez-de-Dios et al. (2018) | |
| Informed Consent Documents | Written information sheet and consent form. | Not applicable / custom-designed | |
| Language Learning Engagement Scale | 9-item scale adapted from Eerdemutu et al. (2023). | Eerdemutu et al. (2023) | |
| Motivation Scale | 5-item scale adapted from Obiosa (2023). | Obiosa (2023). | |
| PLS-SEM Algorithm & Bootstrapping | SmartPLS 4 internal routines (PLS Algorithm and Bootstrapping with 5,000 subsamples). | https://www.smartpls.com/documentation/algorithms-and-techniques | |
| Predictive Relevance Assessment | Blindfolding procedure in SmartPLS 4 to calculate Stone-Geisser’s Q² value. | https://www.smartpls.com/documentation/predictive-relevance-q2 | |
| SDG Integration Scale | 36-item scale adapted from Atmaca et al. (2023), with subscales for Economy (13 items), Society (9 items), and Environment (14 items). | Atmaca et al. (2023) | |
| Statistical Analysis Software | IBM SPSS Statistics, Version 28. | - | |
| Structural Equation Modeling Software | SmartPLS, Version 4. | https://www.smartpls.com | |
| Validity & Reliability Checks | SmartPLS 4 reporting functions for Composite Reliability, Average Variance Extracted (AVE), Fornell-Larcker Criterion, and HTMT ratios. | https://www.smartpls.com/documentation/reporting |
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