← Back to the article

SciMatic · SciChain record

Consistency in Reinforcement Practices and Responses to Misbehavior as Predictors of on-Task Behavior Among Learners in SPED Classrooms

Lovely Kris Batingal, Jill Tuyor, Lira Eyas, Marry Grace Rico
Psychology and Education: A Multidisciplinary Journal · 2026-06-09 · DOI 10.70838/pemj.570902
Token #8080
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #8080.
Token#8080 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0x8348439fde5539e88b82ce5d8bba4f01138e723f6b4f2ba4e4f8dd5b5523c87a · block 12111517
Minted2026-10-02 13:35 UTC
Hash on chain0x7762c94a6bceae9b208eea9148434cc6b06bde15426e34a14aad27cb35632c7e
SHA-256 of the record0x7762c94a6bceae9b208eea9148434cc6b06bde15426e34a14aad27cb35632c7e
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Lovely Kris Batingal 0xa861a38B…18eEb5 225,000 225,000
Jill Tuyor 0x68718624…9a4742 225,000 225,000
Lira Eyas 0x2482b838…9F0EAc 225,000 225,000
Marry Grace Rico 0x0c5A455C…B06611 225,000 225,000

The anchored record

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

{"abstract":"This study examined the relationship between consistency in reinforcement practices, consistency in responses to misbehavior, and learner on-task behavior among learners in Special Education (SPED) classrooms. Guided by a quantitative descriptive–correlational research design, the study involved 63 SPED teachers from selected schools offering SPED programs in Davao de Oro, Philippines. Data were collected using an adapted and validated survey questionnaire measuring reinforcement practices, responses to misbehavior, and learner on-task behavior. Descriptive statistics, including weighted mean and standard deviation, were used to determine the levels of the variables, while Pearson’s product–moment correlation coefficient was employed to examine significant relationships among them. Findings revealed that SPED teachers demonstrated a very high level of consistency in reinforcement practices (M = 4.27, SD = 0.53), particularly in the timeliness of reinforcement (M = 4.43, SD = 0.55) and uniformity of reward criteria (M = 4.21, SD = 0.59). Similarly, consistency in responding to misbehavior was rated very high (M = 4.20, SD = 0.62), with predictability of behavioral correction (M = 4.21, SD = 0.67) and uniform application of consequences (M = 4.16, SD = 0.63). Learner on-task behavior was assessed as high (M = 3.99, SD = 0.75), reflected in sustained attention to tasks (M = 3.99, SD = 0.78) and task completion (M = 3.98, SD = 0.78). Correlation analysis indicated a significant positive relationship between consistency in reinforcement practices and learner on-task behavior (r = .313, p = .012), and a stronger significant relationship between consistency in responding to misbehavior and learner on-task behavior (r = .599, p < .001). The findings suggest that consistent behavioral management practices, particularly predictable responses to misbehavior, are associated with improved learner engagement and task-focused behavior in SPED classrooms.","abstract_source":"original","authors":["Lovely Kris Batingal","Jill Tuyor","Lira Eyas","Marry Grace Rico"],"date":"2026-06-09","doi":"10.70838/pemj.570902","id":8080,"issue":9,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"f2ab1303ed8568f4792c6300a531056f2712c1ae26ddbafb8c226f215b063418","schema":"scimatic-article/1","title":"Consistency in Reinforcement Practices and Responses to Misbehavior as Predictors of on-Task Behavior Among Learners in SPED Classrooms","volume":57}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/8080.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(8080)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c2900000000000000000000000000000000000000000000000000000000000001f90"},"latest"]}'

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