Research Instruments

Link to Research Instruments

Artificial Intelligence in Education

1. AI Literacy questionnaire (AILQ) (Ng et al., 2023).

2. Questionnaire on Artificial Intelligence Training for Teachers (Reina-Parrado et al., 2024)

Motivation:

1. Instructional Materials Motivation Survey by Keller (2010) based on ARCS model.

2. Intrinsic Motivation Inventory by Ryan and Deci (2000)

3. Motivated Strategies for Learning Questionnaire (MSLQ) was developed to measure the types of learning strategies and academic motivation used by college students (Pintrich & Groot, 1990). 

4. Elementary School Motivation Scale by Guay et al. (2005)

Learning Style:

1. KOLB Learning Style Inventory Version 4.0 by Kolb & Kolb (2011)

2. VARK Questionnaire on Learning Styles (Visual, aural, reading and writing and kinesthetic) developed by Lincoln University of New Zealand in 1998 and explained by Fleming (2009)    

3. Index of Learning Styles by Felder & Soloman (1991)

4. Multiple Intelligence Inventory by Mckenzie (1999)

5. Learning Styles Questionnaire by Honey and Mumford (1992)

Technology and ICT related:

1. Survey of Preservice Teachers’ Knowledge of Teaching and Technology (TPACK) by Mishra & Koehler (2008)

2. Community of Inquiry Survey by Arbaugh, Cleveland-Innes, Diaz, Garrison, Ice, Richardson, Shea & Swan (2008)

3. Validation of CoI survey

4. Teachers' Digital Competence Scale by Ergul and Tasar (2023)

SLR's articles on research instruments:
1. SLR of instruments for assessing critical thinking
2. SLR of instruments for measuring Higher Order Thinking skills

Instrument Validation Form/Rating Scale

1. Survey Instrument Validation Rating Scale (by Ryan Michael F. Oducado)

2. Interview Protocol

Research Instruments adapted by Prof Zaida Tasir etc.

1. User Preferences on Instructional Design elements; Information Design, Interaction Design, Interface Design (Tasir, 2002)

2. Society 5.0 Graduate Attributes Questionnaire (Tasir, 2024)

3. Delphi Survey Form (Sariman & Tasir, 2024)

4. Instructional Materials Motivation Survey adapted from Keller (2010) - in Bahasa Malaysia

Disclaimer:

The resources, tools, and tips shared on this site are intended for informational and educational purposes only. While I strive to provide accurate and up-to-date content, I cannot guarantee that all information is free from errors or omissions. Users are encouraged to critically evaluate and adapt the materials to their specific research needs. This site does not serve as a substitute for professional or institutional advice. 

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