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Predictors of Criminologist Licensure Examination Performance: Evidence from the University of Mindanao – Bansalan College

Erick Baloran, Miguel Hayag, Christopher DeCastro
Psychology and Education: A Multidisciplinary Journal · 2026-07-06 · DOI 10.70838/pemj.590310
Token #8303
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Token#8303 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x70d0ce5c32160027946dd8b10d70759d8642ce46a9ae6c99c37500f0dcc0c0ca · block 12111997
Minted2026-10-02 14:15 UTC
Hash on chain0x09511f736dd8d0d5725748c5752d94bfdc01412fc75a8a1597078790db3b2d62
SHA-256 of the record0x09511f736dd8d0d5725748c5752d94bfdc01412fc75a8a1597078790db3b2d62
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Erick Baloran 0x4319cc8b…31A291 300,000 300,000
Miguel Hayag 0xa2e09818…AA915d 300,000 300,000
Christopher DeCastro 0x175C5b9E…AD1c57 300,000 300,000

The anchored record

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

{"abstract":"Licensure examination performance serves as a key indicator of the effectiveness of higher education institutions in delivering quality instruction and preparing graduates for professional practice. This study examined the predictors of Criminologist Licensure Examination performance among graduates of the University of Mindanao–Bansalan College. Utilizing a quantitative, non-experimental correlational design, the study investigated the relationship between general weighted average (GWA), on-the-job training (OJT) performance, competency appraisal (CA) performance, and licensure examination outcomes among graduates from 2021 to 2022. Data were obtained from official academic records, OJT evaluations, competency appraisal results, and licensure examination records. Statistical tools employed included mean, frequency, percentage, Pearson correlation coefficient, and multiple linear regression analysis. The analysis revealed satisfactory levels of academic performance, good to very good ratings in OJT performance, and fair to satisfactory levels of competency appraisal performance across both years. However, the extent of licensure examination performance remained very poor, and institutional passing levels averaged 50–56%, reflecting substantial gaps in CLE readiness. Positive correlations are found between GWA and licensure examination performance, as well as between CA performance and licensure examination performance, with significant predictive power observed in GWA and certain CA components. However, OJT performance does not significantly influence licensure outcomes. The predictive model explained 43% of the variance in licensure examination performance, highlighting the substantial role of academic achievement and competency-based assessment in board examination success. Recommendations include implementing academic support programs, enhancing industry collaboration for internships, addressing competency weaknesses, and improving licensure examination preparation strategies to ensure better outcomes for Criminology graduates.","abstract_source":"original","authors":["Erick Baloran","Miguel Hayag","Christopher DeCastro"],"date":"2026-07-06","doi":"10.70838/pemj.590310","id":8303,"issue":3,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"81d5490d3e54b44d669d668ee1955a58fbe8e93b4ede4e3c642dbc32c291a02a","schema":"scimatic-article/1","title":"Predictors of Criminologist Licensure Examination Performance: Evidence from the University of Mindanao – Bansalan College","volume":59}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/8303.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(8303)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c290000000000000000000000000000000000000000000000000000000000000206f"},"latest"]}'

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