← Back to the article

SciMatic · SciChain record

The Impact of Student Tardiness and Sense of Belonging on Reading Proficiency: Insights from PISA 2022 Data

Mary Gayle Gelig, Cindy Limalima, Ian Jarabelo
Psychology and Education: A Multidisciplinary Journal · 2025-08-20 · DOI 10.70838/pemj.450506
Token #6201
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #6201.
Token#6201 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0xdaed43efee94045533c96b1cd4a254b3a50c97dca65cade5e046eff76a245e40 · block 12107558
Minted2026-10-02 08:05 UTC
Hash on chain0x9fe19dbf624b15a7c5782780b6e5436e1055cf118afbc4c571c14fb26c512000
SHA-256 of the record0x9fe19dbf624b15a7c5782780b6e5436e1055cf118afbc4c571c14fb26c512000
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Mary Gayle Gelig 0xe493277C…B14FbD 300,000 300,000
Cindy Limalima 0x0EddE604…526ad9 300,000 300,000
Ian Jarabelo 0xAaA89deB…18303a 300,000 300,000

The anchored record

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

{"abstract":"This study examined the students' behavioral and motivational factors that influenced their reading proficiency as observed in the Programme for International Student Assessment (PISA) 2022. Employing a quantitative approach through exploratory data analysis, the research investigated the roles of truancy, tardiness, grade repetition, curiosity, sense of belonging at school, and life satisfaction in explaining variations in students' reading scores across the 20 top and bottom-performing countries in 2020, selected using quota sampling. Subsequently, the data were analyzed using bipolar analysis to identify groupings, with descriptive statistics derived from cluster analysis. Then, independent samples t-tests evaluated the significance of differences in student factors between these groups. Finally, significant variables were subjected to regression analysis to determine their relative influence on reading proficiency. The findings revealed that tardiness and sense of belonging were higher in top-performing countries, whereas truancy, grade repetition, curiosity, and life satisfaction were more prominent in bottom-performing countries. Notably, tardiness emerged as the primary predictor of reading achievement, while sense of belonging indirectly influenced reading outcomes through its association with other student behaviors. These results underscore the importance of targeted interventions aimed at reducing tardiness and fostering a supportive school environment to enhance literacy performance. Addressing these key student factors could inform educational policies and classroom practices that promote improved reading proficiency across diverse educational contexts.","abstract_source":"original","authors":["Mary Gayle Gelig","Cindy Limalima","Ian Jarabelo"],"date":"2025-08-20","doi":"10.70838/pemj.450506","id":6201,"issue":5,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"0fb59bdbedb7214a94dfea6b7a19948111b4d3289ac1db01aefce7cd9e193bff","schema":"scimatic-article/1","title":"The Impact of Student Tardiness and Sense of Belonging on Reading Proficiency: Insights from PISA 2022 Data","volume":45}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/6201.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(6201)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c2900000000000000000000000000000000000000000000000000000000000001839"},"latest"]}'

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