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The Effect of AI-Powered Tutoring Systems and Student Self-Efficacy on Mathematical Problem-Solving Skills of Students at Kolehiyo ng Pantukan, Philippines

Michelle Nazareno, Kristine Bea Gonzales, Rhea Marie Aliviado, Mharfe Micaroz
Psychology and Education: A Multidisciplinary Journal · 2026-08-15 · DOI 10.70838/pemj.610710
Token #9330
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Token#9330 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x67a76c0646469bdbca32924079f7650ec3cfe528fdd2d59ab01122f2909c41b9 · block 12112777
Minted2026-10-02 15:20 UTC
Hash on chain0x940b9857d9c6c72897b82a521a36d9968fb46e2fc909918f6adf43e7d7a97d65
SHA-256 of the record0x940b9857d9c6c72897b82a521a36d9968fb46e2fc909918f6adf43e7d7a97d65
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Michelle Nazareno 0x0f6b868b…5b071A 225,000 225,000
Kristine Bea Gonzales 0x1d0f289E…4AB1f3 225,000 225,000
Rhea Marie Aliviado 0x3D703973…3704AA 225,000 225,000
Mharfe Micaroz 0x2e68265d…32Ebac 225,000 225,000

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{"abstract":"This study explores the influence of AI-powered tutoring systems and self- efficacy on the mathematical problem-solving skills of BSED Mathematics students in Kolehiyo ng Pantukan. Using a quantitative predictive-correlational research design, data were collected from 131 students through validated survey questionnaires and analyzed using Multiple Linear Regression. The findings revealed that students generally have a high level of AI-powered tutoring system adoption, particularly in their awareness of its functions and benefits. The level of self-efficacy was also found to be high, as students frequently perceive positive vicarious experiences and physiological states. The level of mathematical problem-solving skills was rated as high, as students frequently showed strong problem-solving skills in Math, indicating a strong capacity to visualize, describe, plan, implement, and evaluate complex math problems. Statistical analysis confirmed that high reported levels of AI-powered tutoring systems and self-efficacy are significantly associated with high levels of self-reported mathematical problem-solving skills. Regression analysis further revealed that these factors significantly influence mathematical problem-solving skills. The study highlights the importance of integrating AI- powered tutoring systems and fostering positive self-efficacy to improve the mathematical problem-solving skills of students in academic learning.","abstract_source":"original","authors":["Michelle Nazareno","Kristine Bea Gonzales","Rhea Marie Aliviado","Mharfe Micaroz"],"date":"2026-08-15","doi":"10.70838/pemj.610710","id":9330,"issue":7,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"2ca95f75b29cdada7c747152c3675a95f25a5ea83a2b5e0c27e7551dd3c3fe22","schema":"scimatic-article/1","title":"The Effect of AI-Powered Tutoring Systems and Student Self-Efficacy on Mathematical Problem-Solving Skills of Students at Kolehiyo ng Pantukan, Philippines","volume":61}

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  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c2900000000000000000000000000000000000000000000000000000000000002472"},"latest"]}'

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