School ecosystem of technology education model (SETEM) for P-12: Comparing perceived importance and current situations from principals’ perspectives

This study examines technology integration in P–12 education by comparing principals’ perceptions of the current state (School Ecosystem of Technology Education Model, SETEM) and the perceived ideal state (Ideal SETEM) of school-level technological readiness and teacher competence. Using a quantitative research design, survey data were collected from 66 school principals in northern Taiwan and analyzed through Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal clear discrepancies between perceived importance and current practice. While instructional material resource readiness and human resource readiness are emphasized in the ideal model, the current model prioritizes object readiness. Across both models, leadership support consistently emerges as a key factor influencing teachers’ Technological Pedagogical Content Knowledge (TPACK) and its foundational knowledge domains. By adopting a dual-model perspective, this study highlights gaps between ideal expectations and actual practices in school-level technology integration and underscores the critical role of school leadership in shaping conditions that support teachers’ development of technology integration competencies.

Authors

Institutions

Publication Details

Journal
Education and Information Technologies
Published
2026-03-28
DOI
https://doi.org/10.1007/s10639-026-13963-9
Primary Topic
Science Education and Pedagogy
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

School ecosystem of technology education model (SETEM) for P-12: Comparing perceived importance and current situations from principals’ perspectives

Tai-Ping Hsu, Mu-Sheng Chen
Education and Information Technologies
Science Education and Pedagogy
article

School ecosystem of technology education model (SETEM) for P-12: Comparing perceived importance and current situations from principals’ perspectives

Tai-Ping Hsu, Mu-Sheng Chen
article en

Abstract

This study examines technology integration in P–12 education by comparing principals’ perceptions of the current state (School Ecosystem of Technology Education Model, SETEM) and the perceived ideal state (Ideal SETEM) of school-level technological readiness and teacher competence. Using a quantitative research design, survey data were collected from 66 school principals in northern Taiwan and analyzed through Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings reveal clear discrepancies between perceived importance and current practice. While instructional material resource readiness and human resource readiness are emphasized in the ideal model, the current model prioritizes object readiness. Across both models, leadership support consistently emerges as a key factor influencing teachers’ Technological Pedagogical Content Knowledge (TPACK) and its foundational knowledge domains. By adopting a dual-model perspective, this study highlights gaps between ideal expectations and actual practices in school-level technology integration and underscores the critical role of school leadership in shaping conditions that support teachers’ development of technology integration competencies.

Education and Information Technologies
National Taiwan Normal University (TW)
Openalex Percentile: Top 3%
Science Education and Pedagogy
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.