Table 1 Constructs and indicators used in the instrument.

From: Exploring the determinants of mathematics teachers’ willingness to implement STEAM education using structural equation modeling

Constructs

Indicators

Content

References

Perceived usefulness (PU)

PU1

I find that STEAM is very effective in improving student learning achievement

51,52

PU2

I feel that STEAM enhances the effectiveness of teaching and learning

PU3

I feel that STEAM significantly improves students’ soft skills

Perceived ease of use (PEOU)

PEOU1

It is easy for me to implement STEAM in the classroom

51,53

PEOU2

It is easy for me to learn how to implement STEAM

PEOU3

I find it easy to access teaching resources for STEAM education

Attitude (ATT)

ATT1

STEAM is a bad idea (-)

38,54

ATT2

STEAM makes teaching and learning activities more interesting

ATT3

Teaching using STEAM is very enjoyable

ATT4

I like teaching using STEAM education

Subjective norm (SN)

SN1

The government encourages teachers to implement STEAMeducation

55,56

SN2

The principal believes that teachers should implement STEAM education

SN3

Teachers around me say that STEAM is very good

Perceived behavioral control (PBC)

PBC1

I believe I can implement STEAM education

32,57

PBC2

I believe I have adequate knowledge to implement STEAM

PBC3

I am very confident when implementing STEAM

PBC4

I have control over implementing STEAM at school.

PBC5

I have attended many trainings to successfully implement STEAM education

Facilitating conditions (FC)

FC1

The school has resources that support STEAM education

58,59

FC2

The school provides training on how to implement STEAM education

FC3

The school reasonably schedules time for STEAM thematic learning within the limited class hours

STEAM education literacy (STEAML)

STEAML1

I have basic knowledge about STEAM education

60,61

STEAML2

I know how to implement STEAM education

STEAML3

I can design teaching and learning activities based on STEAM education

Behavioral intention (BI)

BI1

I will recommend STEAM education to other teachers

62,63

BI2

I do not plan to implement STEAM education in the future (-)

BI3

I will often implement STEAM education

Actual implementation (AI)

AI1

I often implement STEAM education

43

AI2

I often recommend steam to other teachers

AI3

If there is an opportunity, I always collaborate with other teachers to implement STEAM