Cahyani, A., Hakim, L.E., Sovia, A., Hidajat, F.A. and Deniyanti, P. 2026. Development of learning independence instruments for senior high school students in grade XI on geometric transformation material. Cypriot Journal of Educational Sciences. 21, 2 (Apr. 2026), 152–161. DOI:https://doi.org/10.18844/cjes.v21i2.9759.