Technology-Enabled Public Participation: Opportunities and Challenges of Participatory Research

Allocation at minting

The anchored record

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

{"abstract":"This study explores the dynamics of community participation by examining the shift from conventional to digital technology-powered processes. Internet-based platforms promise advanced and comprehensive procedures. However, the paradox remains in its way of mentioning the digital divide, privacy issues, and bias of algorithms and machine learning (ML) that demands an afterthought. This paper examines the advantages of online technologies to liberalize community engagements, level up information gathering and interpretations, encourage cooperation and networks, and capitalize on real-time responses. It focuses on ethical matters like the protection and safety of the respondents, the bias of the algorithmic system, and power crescendos that require attention and investigation. Conversely, the chapter navigates the emerging practices for comprehensive and sound research practices, particularly in participatory research, by developing trust and openness, cultivating skilled labor, and tackling best practices in the virtual world, AI, and citizen science. Through the narrative review, challenges and opportunities of digital technology tools were carefully explored for community engagements intended to contribute to the advancements of holistic, equitable, and effective community participation methods in policy formulation and decision-making processes.","abstract_source":"original","authors":["Jimmy Maming","Cherry Escarilla","Elvis Lesly Taño-an","Naregin Flores-Fare"],"date":"2025-06-06","doi":"10.70838/pemj.390602","id":5451,"issue":6,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"ffff1e21d41283ee3448887056237649861e0fca590662a183a93546ec85c061","schema":"scimatic-article/1","title":"Technology-Enabled Public Participation: Opportunities and Challenges of Participatory Research","volume":39}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/5451.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(5451)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c290000000000000000000000000000000000000000000000000000000000000154b"},"latest"]}'

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