Risk Perception and Strategic Responses: Exploring the Relationship Between Institutional Characteristics and Business Performance in Private Higher Education Institutions

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 interrelationship between institutional characteristics, risk perception, and business performance in private higher education institutions (PHEIs) in China. Against the backdrop of rapid sectoral expansion and increasing regulatory complexity, the research investigates how managerial perceptions of financial and non-financial risks are shaped by institutional type, size, accreditation status, and years of operation, and how these perceptions influence performance across financial, customer, internal process, and learning-growth dimensions. A survey-correlational design was employed, with data collected from 205 administrators representing 30 PHEIs. Statistical analyses revealed that institutional characteristics significantly affect both risk perception and business performance, with operational and human resource risks showing the strongest negative associations. Moreover, risk perception was found to mediate the relationship between institutional profiles and performance outcomes. The findings underscore the need for risk-informed strategic planning and offer a comprehensive framework for enhancing institutional resilience in China's evolving higher education sector.","abstract_source":"original","authors":["Xiaozhen Fang","Carmen Hernandez"],"date":"2025-05-23","doi":"10.70838/pemj.380401","id":5282,"issue":4,"journal":{"issn":"2822-4353","name":"Psychology and Education: A Multidisciplinary Journal"},"pdf_sha256":"39228d157dcd3469a9bb62f2cd6fef26883ab32584bb68f573c06227ccc28f9f","schema":"scimatic-article/1","title":"Risk Perception and Strategic Responses: Exploring the Relationship Between Institutional Characteristics and Business Performance in Private Higher Education Institutions","volume":38}

Check it yourself

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

printf '%s' "$(curl -s https://scimatic.org/nft/articles/5282.json | jq -r .canonical_record)" | sha256sum

2. The hash stored on chain (contentHash(5282)):

curl -s https://rpc.scimatic.net -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"eth_call","params":[{"to":"0x0E596B4bb924937aA35D9b342A90347ed6F05eF8","data":"0xf3e0c29000000000000000000000000000000000000000000000000000000000000014a2"},"latest"]}'

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