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Instruments

Motivated Strategies for Learning Questionnaire (MSLQ)

The Motivated Strategies for Learning Questionnaire (MSLQ) was developed to measure the types of learning strategies and academic motivation used by college students.  This is a 44-item instrument that uses a 7-point Likert scale.  

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Perceived Competence Scale (PCS)

The Perceived Competence Scale (PCS) is a short, 4-item questionnaire, and it assesses participants' feelings of competence about, say, taking a particular college course, engaging in a healthier behavior, participating in a physical activity regularly, or

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Modified Attitude Towards Science Inventory (mATSI)

The Modified Attitudes towards Science Inventory (mATSI) measures students' attitudes towards science related to such factors as students' perceptions of the science teacher, anxiety toward science, value of science in society, self-concept toward science and desire to

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Attitude toward Science School Assessment (ATSSA)

The Attitude toward Science School Assessment (ATSSA) is used to measure evaluate the relationship between attitude toward science and achievement in science.

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Science Motivation Questionnaire II (SMQ-II)

The Science Motivation Questionnaire II (SMQ-II) contains 25 items regarding students' motivation to learn science in college courses. Students respond on a 5-point rating scale of temporal frequency ranging from (0) never to (4) always.

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Publications

ITEST Engineering Model: Building a Better Future for STEM Learning

The report includes examples drawn from projects in the national ITEST program which seeks to ensure the breadth and depth of the U.S. STEM workforce.

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This material is based upon work supported by the National Science Foundation under Grant Nos. DRL-1312022, 1614697 and 1949200. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.

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