TRV-2026-2377Published recordPeer-reviewed

The influence of institutional policies and ChatGPT usage levels on dependence through utilization in higher education

The rapid adoption of generative artificial intelligence (AI), particularly ChatGPT, has transformed learning practices in higher education while raising concerns about student dependency and academic integrity. Although previous studies have primarily examined the effects of AI usage intensity, limited attention has been given to how institutional policies shape AI utilization and subsequently influence dependency. This study addresses this gap by examining the effects of ChatGPT usage level and institutional p…

Education · Good Space (a documented gain) · first published 2026-11-05 · v2 · read the full story · raw data (JSON)

The gain

In a survey of 113 students at one Indonesian polytechnic, higher-quality ChatGPT utilization was significantly associated with lower dependency, and institutional policies raised that utilization.

What this doesn’t fix

The findings come from 113 students at one Indonesian polytechnic, which limits how far they can be generalized to other institutions.

Sources

Your take

What do you make of this one?

Cite this record

Truvace Impact Record TRV-2026-2377, v2: “The influence of institutional policies and ChatGPT usage levels on dependence through utilization in higher education.” Truvace, 2026-11-05. /record/TRV-2026-2377 (accessed on the day you copy it). sha256 4326d141d759c74c…

Change history

Every change made to this record since it was first published, and why.

  1. Revisedv24326d141d759…

    Voice pass: plainer wording and study attribution; no facts or figures changed.

  2. Publishedv1d312d1064dc3…

    Certified into the record

Check this record hasn’t been altered
How to check it yourself, without trusting this page

Download any version from /api/record/TRV-2026-2377 and hash its canonical field yourself, for example with shasum -a 256. You should get its content_hash. Each version’s text also ends with prev:and the hash of the version before it (version 1 points to 64 zeros). If anyone had changed a single character of any version after it was saved, those hashes wouldn’t line up.