Ceiling Effects in Satisfaction-Based Survey Items: A Psychometric Diagnostic Study of Instructional Facilitation Measures Among Indonesian Pre-Service Science Teachers

Febrian Virijai, Eka Cahya Prima, Fitri Khoerunnisa, Rika Rafikah Agustin, Dens E.S.I. Asbanu, Resti Warliani, Hermansyah Hermansyah, Andreas Suparman

Open source

DOI
10.12688/f1000research.187984.1
Published
2026-09-03
Container
F1000Research
Publisher
F1000 Research Ltd
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.12688/f1000research.187984.1,
  title = {Ceiling Effects in Satisfaction-Based Survey Items: A Psychometric Diagnostic Study of Instructional Facilitation Measures Among Indonesian Pre-Service Science Teachers},
  author = {Febrian Virijai and Eka Cahya Prima and Fitri Khoerunnisa and Rika Rafikah Agustin and Dens E.S.I. Asbanu and Resti Warliani and Hermansyah Hermansyah and Andreas Suparman},
  year = {2026},
  journal = {F1000Research},
  doi = {10.12688/f1000research.187984.1},
  url = {https://doi.org/10.12688/f1000research.187984.1}
}

RIS

TY  - JOUR
TI  - Ceiling Effects in Satisfaction-Based Survey Items: A Psychometric Diagnostic Study of Instructional Facilitation Measures Among Indonesian Pre-Service Science Teachers
AU  - Febrian Virijai
AU  - Eka Cahya Prima
AU  - Fitri Khoerunnisa
AU  - Rika Rafikah Agustin
AU  - Dens E.S.I. Asbanu
AU  - Resti Warliani
AU  - Hermansyah Hermansyah
AU  - Andreas Suparman
PY  - 2026
JO  - F1000Research
DO  - 10.12688/f1000research.187984.1
UR  - https://doi.org/10.12688/f1000research.187984.1
ER  - 

APA

Virijai, F., Prima, E. C., Khoerunnisa, F., Agustin, R. R., Asbanu, D. E., Warliani, R., Hermansyah, H., & Suparman, A. (2026). Ceiling Effects in Satisfaction-Based Survey Items: A Psychometric Diagnostic Study of Instructional Facilitation Measures Among Indonesian Pre-Service Science Teachers. F1000Research. https://doi.org/10.12688/f1000research.187984.1

Source records