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Students’ Competence and Problems Encountered in Performing Statistical Analysis

Arneil Kadusale, Jimmy Bucar, Victor Ompad, Renalyn Bohol
Psychology and Education: A Multidisciplinary Journal · 2024-03-17 · DOI 10.5281/zenodo.10826638
Token #2672
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #2672.
Token#2672 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x28118b30e28c66256bca945b516f99d2f1eb89af07837c709ecb0a170f57f7d5 · block 12099039
Minted2026-10-01 20:15 UTC
Hash on chain0x674049e412791e502b08367003ca8e48e611a76d056ed2f5f8e8ba8acea64d73
SHA-256 of the record0x674049e412791e502b08367003ca8e48e611a76d056ed2f5f8e8ba8acea64d73
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Arneil Kadusale 0x02f5Af1c…6313E2 225,000 225,000
Jimmy Bucar 0xFE0a9344…B2A499 225,000 225,000
Victor Ompad 0x150075ac…d69dF6 225,000 225,000
Renalyn Bohol 0xA8Fb33b7…0DeCf8 225,000 225,000

The anchored record

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

{"abstract":"Statistical analysis, crucial in quantitative research for data interpretation and hypothesis testing, poses significant challenges for many students. Hence, this study assessed the level of competence in relation to the problems encountered by the grade 12 students of BIT International College – Main Campus in Tagbilaran City Division for the school year 2023-2024 using descriptive correlational research design. One hundred sixty students (160) participated in the study and were identified using simple random sampling. The data gathered were treated using frequency count, percentage, and Pearson r. The results revealed that the respondents exhibited a commendable level of significance, indicating a “Competent” proficiency; however, a noteworthy area of improvement pertains to the execution of chi-square tests, which was rated moderately competent. The respondents encountered problems in performing statistical analysis, and the most difficult was determining the pertinent data to collect. A statistically significant yet negligible positive correlation emerged between competence in statistical analysis and encountered problems. Hence, the study recommended offering specialized training programs or workshops on improving statistical competence and developing strategies to help students overcome difficulties.","abstract_source":"original","authors":["Arneil Kadusale","Jimmy Bucar","Victor Ompad","Renalyn Bohol"],"date":"2024-03-17","doi":"10.5281/zenodo.10826638","id":2672,"issue":10,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"727f910588d1b1eaffa1fb5fcdf20fa824f8a4c16364ebbdab64c2c5bb747d21","schema":"scimatic-article/1","title":"Students’ Competence and Problems Encountered in Performing Statistical Analysis","volume":17}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/2672.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(2672)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c2900000000000000000000000000000000000000000000000000000000000000a70"},"latest"]}'

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