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Knowledge, Attitude, and Practices on Climate Change Among Farmers in Ipil Cuneg, Bayombong: A Basis for Developing Programs for Climate Change Adaptation for Farmers

Joaquin Francis Pinaroc, Hyacyn Nicole Matutino, Kimmy Fae Kiwang, Doreen Lyka Teaño, Ranie Foronda, Frances Nysza Cruz, Shiellah Mae Barsicula, Kristel Joy Dapiawen, John Carlo Armando
Psychology and Education: A Multidisciplinary Journal · 2026-04-08 · DOI 10.70838/pemj.540709
Token #7556
✓ Verified on SciChain. The record below hashes to exactly the content hash stored on chain for token #7556.
Token#7556 of SciMatic Articles (ERC-1155), fixed supply 1,000,000
Contract0x0E596B4bb924937aA35D9b342A90347ed6F05eF8
Mint transaction0xcff4c0d794223cfbeea71bcc2f175e7ee97755dfa993d919678e215f338f21b0 · block 12110398
Minted2026-10-02 12:02 UTC
Hash on chain0x4c093120a98b725702fd40c983196d7f7b573c86fe7fe432eac176128170a035
SHA-256 of the record0x4c093120a98b725702fd40c983196d7f7b573c86fe7fe432eac176128170a035
Article today Matches the anchored record.

Allocation at minting

HolderWalletMintedHolds now
SciMatic (10%) 0xc35709AB…277732 100,000 100,000
Joaquin Francis Pinaroc 0x6D1268e0…9Fbd37 100,000 100,000
Hyacyn Nicole Matutino 0x6f9b3807…828400 100,000 100,000
Kimmy Fae Kiwang 0xacdF0f3D…35F74A 100,000 100,000
Doreen Lyka Teaño 0xdce33CB4…EcE03c 100,000 100,000
Ranie Foronda 0x2435C082…7a77dB 100,000 100,000
Frances Nysza Cruz 0x98dc8fB7…5B2e4b 100,000 100,000
Shiellah Mae Barsicula 0x5421F040…e0e898 100,000 100,000
Kristel Joy Dapiawen 0x18b16F31…A2C398 100,000 100,000
John Carlo Armando 0x99810A7D…591fbC 100,000 100,000

The anchored record

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

{"abstract":"Climate change is a pressing issue that continues to affect agricultural communities, particularly upland farmers who are highly vulnerable to its impacts. Farmers in Barangay Ipil-Cuneg, Bayombong, Nueva Vizcaya face recurring risks from typhoons and shifting weather patterns, making it essential to examine their adaptive capacity. This study aims to determine the knowledge, attitudes, and practices on climate change as a basis for developing programs for climate change adaptation for farmers. A descriptive research design was used, and 30 farmer-respondents participated in a structured survey that measured their knowledge, attitudes, practices, and suggestions. The findings revealed that farmers possessed very good knowledge of climate change, particularly on direct impacts such as droughts and stronger typhoons. However, knowledge of broader environmental issues was less evident. Attitudes were generally positive, showing openness to sustainable practices, while practices were rated good, with a preference for low-cost measures such as crop diversification, weather monitoring, and organic farming. The Analysis of Variance (ANOVA) indicated that there are no significant differences in knowledge, attitudes, and practices across groups. At the same time, Pearson's correlation analysis suggested that knowledge was linked to attitude, which had a high correlation, and attitudes and practices had a moderately low correlation with each other. Lastly, knowledge and practices had a very low correlation. These results suggest that while farmers are knowledgeable and willing to adapt, limited resources constrain their actions. Strengthening institutional support, training, and access to resources is necessary for developing a basis for developing programs for climate change adaptation for farmers.","abstract_source":"original","authors":["Joaquin Francis Pinaroc","Hyacyn Nicole Matutino","Kimmy Fae Kiwang","Doreen Lyka Teaño","Ranie Foronda","Frances Nysza Cruz","Shiellah Mae Barsicula","Kristel Joy Dapiawen","John Carlo Armando"],"date":"2026-04-08","doi":"10.70838/pemj.540709","id":7556,"issue":7,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"73c3d1019c1f9d134723f3eb337b384a1d930c17483f022a43380126c0f09e76","schema":"scimatic-article/1","title":"Knowledge, Attitude, and Practices on Climate Change Among Farmers in Ipil Cuneg, Bayombong: A Basis for Developing Programs for Climate Change Adaptation for Farmers","volume":54}

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2. The hash stored on chain (contentHash(7556)):

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  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c2900000000000000000000000000000000000000000000000000000000000001d84"},"latest"]}'

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