Research Article

WHEN CHATGPT “FEELS LIKE FAMILY”: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE

Volume: 27 Number: 4 October 1, 2026

WHEN CHATGPT “FEELS LIKE FAMILY”: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE

Abstract

This study aims to test the serial mediation pathway based on the expanded Affective–Behavioural–Cognitive (ABC) model to explain Reliance on ChatGPT (RC) and Critical Use of ChatGPT (CU) in an academic context. A cross-sectional quantitative survey study was conducted among multi-ethnic students in the coastal region of Southeast Sulawesi, Indonesia, in two stages: a pilot study (n = 72) to test the instruments and a main study (n = 287) to test the model. The analysis used confirmatory factor analysis (CFA) based on CB-SEM to validate the measurement model, and partial least squares structural equation modelling (PLS-SEM) to test the structural model through 5,000 bootstrap resamples (CI 95%). The results showed that the indirect serial effect from PCU to CU via EA/AIS-ST-RC was significant, whereas the direct path from ST to CU was not. These findings confirm that attachment to ChatGPT is not directly related to a decrease in CU. CU practices are primarily formed when User Stickiness (ST) has a positive and significant effect on RC, which is functional in completing academic tasks. Thus, RC acts as a proximal mediator in the relationship between ST and CU.

Keywords

Reliance on ChatGPT, critical use of ChatGPT, ABC model, path modeling

Supporting Institution

Not applicable

Project Number

Not applicable

Ethical Statement

This study involves human participants. Participation is voluntary. No personal information is collected, and all responses are anonymised and used solely for academic research purposes.

Thanks

The author would like to thank the participating students for their time and contributions, and colleagues at Universitas Halu Oleo for their support during data collection.

References

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APA
Rifa’ie, M. (2026). WHEN CHATGPT “FEELS LIKE FAMILY”: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE. Turkish Online Journal of Distance Education, 27(4), 23-41. https://doi.org/10.17718/tojde.1835504
AMA
1.Rifa’ie M. WHEN CHATGPT “FEELS LIKE FAMILY”: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE. TOJDE. 2026;27(4):23-41. doi:10.17718/tojde.1835504
Chicago
Rifa’ie, Muhammad. 2026. “WHEN CHATGPT ‘FEELS LIKE FAMILY’: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE”. Turkish Online Journal of Distance Education 27 (4): 23-41. https://doi.org/10.17718/tojde.1835504.
EndNote
Rifa’ie M (October 1, 2026) WHEN CHATGPT “FEELS LIKE FAMILY”: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE. Turkish Online Journal of Distance Education 27 4 23–41.
IEEE
[1]M. Rifa’ie, “WHEN CHATGPT ‘FEELS LIKE FAMILY’: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE”, TOJDE, vol. 27, no. 4, pp. 23–41, Oct. 2026, doi: 10.17718/tojde.1835504.
ISNAD
Rifa’ie, Muhammad. “WHEN CHATGPT ‘FEELS LIKE FAMILY’: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE”. Turkish Online Journal of Distance Education 27/4 (October 1, 2026): 23-41. https://doi.org/10.17718/tojde.1835504.
JAMA
1.Rifa’ie M. WHEN CHATGPT “FEELS LIKE FAMILY”: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE. TOJDE. 2026;27:23–41.
MLA
Rifa’ie, Muhammad. “WHEN CHATGPT ‘FEELS LIKE FAMILY’: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE”. Turkish Online Journal of Distance Education, vol. 27, no. 4, Oct. 2026, pp. 23-41, doi:10.17718/tojde.1835504.
Vancouver
1.Muhammad Rifa’ie. WHEN CHATGPT “FEELS LIKE FAMILY”: SERIAL MEDIATION PATHWAYS TO RELIANCE AND CRITICAL USE. TOJDE. 2026 Oct. 1;27(4):23-41. doi:10.17718/tojde.1835504