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Effects of Tool Mastery on the Efficiency and Safety of Maintenance Operations

Danielle Marie Berido, Thomas Henry Bligh, Cameroon DelPrado, Mary Danielle Gerasmeo, Jullien Marco Longos, Russel Mondejar, Jayson Nueva, Nicholai Xenos Ravago, Louis Adrian Trangia, Christian Vallejos, Kimberly Toring, Eugene Toring, Jhoselle Tus
Journal of Advanced Studies in Aviation, Aerospace, and Management · 2026-07-10 · DOI 10.70838/jasaam.010508
Token #8442
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #8442.
Token#8442 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x0c2cd940e5cca4f83df7cd915c4c95dd11758dfd9f26e162c585d53cc944f2d1 · block 12112201
Minted2026-10-02 14:32 UTC
Hash on chain0xbc35ded74e12315e89e116cb6646fe4988a6f8817b51e30d347e5dee54ed5ecf
SHA-256 of the record0xbc35ded74e12315e89e116cb6646fe4988a6f8817b51e30d347e5dee54ed5ecf
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Danielle Marie Berido 0x83e279A6…6f2B67 69,240 69,240
Thomas Henry Bligh 0x916E36BE…3627b6 69,230 69,230
Cameroon DelPrado 0xab872bF1…9Cd8Fa 69,230 69,230
Mary Danielle Gerasmeo 0xc30660E3…2e07AC 69,230 69,230
Jullien Marco Longos 0x5Fd603a9…bD1ab1 69,230 69,230
Russel Mondejar 0x77f02b8F…Ce94d9 69,230 69,230
Jayson Nueva 0x4c704772…52710a 69,230 69,230
Nicholai Xenos Ravago 0x0037188E…193765 69,230 69,230
Louis Adrian Trangia 0x99F3ee38…D604cC 69,230 69,230
Christian Vallejos 0x1253DcBe…802Be3 69,230 69,230
Kimberly Toring 0x954F5Be1…50Cbdf 69,230 69,230
Eugene Toring 0x5257613E…9457AD 69,230 69,230
Jhoselle Tus 0xd55512b2…1a4996 69,230 69,230

The anchored record

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

{"abstract":"Tool mastery is a fundamental competency in aircraft maintenance, directly influencing operational efficiency, maintenance quality, and workplace safety. However, limited empirical research has examined its effects within aviation maintenance education. This study investigated the effects of tool mastery on the efficiency and safety of maintenance operations among Aircraft Maintenance Technology (AMT) students and laboratory instructors at Indiana Aerospace University during the Academic Year 2025–2026. Specifically, it examined respondents' perceptions of tool mastery in terms of maintenance tasks, safety, and maintenance efficiency, while identifying the common challenges encountered during laboratory activities. A convergent mixed-methods research design was employed, integrating quantitative and qualitative approaches. The study involved 100 purposively selected participants, comprising 90 second-year AMT students and 10 laboratory instructors. Quantitative data were collected through a researcher-developed five-point Likert-scale questionnaire, while qualitative data were obtained through semi-structured interviews. Descriptive statistics, including frequency, percentage, weighted mean, and standard deviation, were used to analyze the quantitative data, whereas thematic analysis was employed to interpret the qualitative findings. Results revealed that both students and instructors strongly agreed that tool mastery significantly enhances maintenance task performance, operational safety, and maintenance efficiency. Conversely, inadequate tool proficiency was associated with reduced confidence, maintenance delays, procedural errors, improper tool handling, and increased safety risks. Interview findings further emphasized the importance of continuous hands-on training, competency-based instruction, mentorship, standardized operating procedures, and effective tool management systems in strengthening practical competence. The study concludes that improving tool mastery is essential for developing competent, efficient, and safety-conscious aviation maintenance professionals. The findings provide valuable implications for curriculum enhancement, laboratory instruction, and competency-based training programs in aviation maintenance education.","abstract_source":"original","authors":["Danielle Marie Berido","Thomas Henry Bligh","Cameroon DelPrado","Mary Danielle Gerasmeo","Jullien Marco Longos","Russel Mondejar","Jayson Nueva","Nicholai Xenos Ravago","Louis Adrian Trangia","Christian Vallejos","Kimberly Toring","Eugene Toring","Jhoselle Tus"],"date":"2026-07-10","doi":"10.70838/jasaam.010508","id":8442,"issue":5,"journal":{"issn":"3062-4460","name":"Journal of Advanced Studies in Aviation, Aerospace, and Management"},"pdf_sha256":"d22a96d7c93d4ca6fdb3ac4bcbcc89d5e95ff3b8034fb697d8936e80760b126b","schema":"scimatic-article/1","title":"Effects of Tool Mastery on the Efficiency and Safety of Maintenance Operations","volume":1}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/8442.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(8442)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c29000000000000000000000000000000000000000000000000000000000000020fa"},"latest"]}'

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