← Back to the article

SciMatic · SciChain record

Lived Experiences of Elementary Teachers in Integrating Artificial Intelligence Productivity Tools: A Descriptive Phenomenological Study

Ciarah Mhylene Vismanos
Psychology and Education: A Multidisciplinary Journal · 2026-10-15 · DOI 10.70838/PEMJ.640408
Token #11082
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #11082.
Token#11082 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x1d598914a17deacdf34ed3028bb7249afd503db213681e3dd552949309ffd62e · block 12310668
Minted2026-10-15 10:10 UTC
Hash on chain0x27d956cb4e5950e62fb83cf43476da7014abaa3d69d3adf8e56bb15bf5eb5031
SHA-256 of the record0x27d956cb4e5950e62fb83cf43476da7014abaa3d69d3adf8e56bb15bf5eb5031
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Ciarah Mhylene Vismanos 0x022B52D7…033D24 900,000 900,000

The anchored record

Canonical JSON (keys sorted, no spaces, UTF-8). Its SHA-256 is the hash on chain.

{"abstract":"This descriptive phenomenological study explored the lived experiences of eight elementary teachers in the Ronda District as they integrated artificial intelligence (AI) productivity tools into their instructional and administrative work. Anchored in the Theory of Planned Behavior and the Diffusion of Innovations Theory, the study sought to describe the essence of teachers’ experiences and to understand how they navigate the opportunities, challenges, and ethical complexities of AI integration in basic education. Data were collected through semi-structured interviews with eight purposively selected participants and analyzed using the six-phase thematic analysis of Braun and Clarke (2006). Six themes emerged: AI as a practical companion in instructional work, navigating confidence and caution in tool use, infrastructural and institutional barriers, ethical vigilance and professional responsibility, the irreplaceable human core of teaching, and sustained motivation and aspirations for AI-enhanced practice. The findings revealed that elementary teachers perceive AI productivity tools as valuable aids that reduce workload and enhance instructional efficiency, yet they maintain a cautious and selective posture shaped by concerns about accuracy, data privacy, and academic integrity. Infrastructural constraints and the absence of formal training and institutional policies emerged as significant barriers to meaningful integration. Participants expressed a deeply held conviction that teaching remains fundamentally a human enterprise grounded in relational care, contextual judgment, and professional wisdom that AI tools cannot replicate. The study contributes a phenomenological account corroborating that attitudes and practices, rather than knowledge alone, drive effective AI integration. Implications for teacher education, professional development, and policy in Philippine basic education are discussed.","abstract_source":"original","authors":["Ciarah Mhylene Vismanos"],"date":"2026-10-15","doi":"10.70838/PEMJ.640408","id":11082,"issue":4,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"14d47c62d73dcd58091efecc1e95b404bfd5b9f8121dd85370e7915da958740f","schema":"scimatic-article/1","title":"Lived Experiences of Elementary Teachers in Integrating Artificial Intelligence Productivity Tools: A Descriptive Phenomenological Study","volume":64}

Check it yourself

1. The record, from the token's own metadata:

printf '%s' "$(curl -s https://scimatic.org/nft/articles/11082.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(11082)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c2900000000000000000000000000000000000000000000000000000000000002b4a"},"latest"]}'

The two must be equal (the second with a 0x in front).