Motivated Strategies for Learning Questionnaire (MSLQ)

Description

The Motivated Strategies for Learning Questionnaire (MSLQ) is a widely used self-report instrument designed to assess learning motivation and self-regulated learning strategies in educational settings. The instrument is associated with the work of Pintrich and colleagues and is grounded in a social-cognitive approach to learning, according to which motivation, learners’ beliefs, and the strategies they employ are important components of the learning process.

In the Greek context, the MSLQ has been adapted and applied in research involving Massive Open Online Courses (MOOCs), including studies conducted through the Mathesis platform.

In the Greek application described here, the instrument includes 30 variables and uses a 7-point Likert scale, through which participants indicate their degree of agreement with a series of statements.

Purpose

The primary purpose of the MSLQ is to capture learners’ attitudes, perceptions, and behaviors regarding their motivation to learn and the strategies they use to self-regulate the learning process.

The instrument is particularly relevant in MOOC environments, where learners are required to demonstrate greater autonomy, personal responsibility, and ability to organize, monitor, and evaluate their own learning without continuous direct guidance from an instructor.

Its use therefore supports the examination of both the factors that motivate learners and the strategies they employ to manage their learning effectively.

Dimensions and Content

The questionnaire examines several aspects of motivation and self-regulated learning.

These include:

Intrinsic motivation, which concerns personal interest and the internal satisfaction derived from engaging in learning activities.

Extrinsic motivation, which refers to motivation associated with external rewards, performance goals, or other externally driven outcomes.

Task value, referring to the extent to which learners perceive the learning material as important, useful, or interesting.

Self-efficacy, which concerns learners’ beliefs about their ability to meet learning demands successfully.

Critical thinking, involving the active analysis, evaluation, and integration of information.

Time and study environment management, which concerns the organization of study time and the creation of suitable conditions for effective learning.

Scoring

The MSLQ uses a 7-point Likert scale, where:

1 = Strongly disagree

and

7 = Strongly agree.

Scores may be combined within each section and expressed as mean scores, allowing the participant’s level on each dimension to be estimated.

Depending on the subscale being assessed, higher scores indicate higher motivation, stronger self-efficacy, or more frequent use of effective self-regulated learning strategies.

Statistical Analysis

Analysis of MSLQ data may be conducted at several levels.

Initially, descriptive statistics may be used to summarize responses through means, standard deviations, and response distributions.

Relationships between questionnaire scores and demographic or educational characteristics, such as age, gender, and educational level, may subsequently be examined.

Differences between sample groups and correlations among the various MSLQ dimensions may also be investigated.

Validity and Reliability

The internal consistency of the individual sections may be assessed using Cronbach’s Alpha.

In the Greek application described in the provided material, Exploratory Factor Analysis (EFA) was also conducted to investigate the factorial structure of the instrument and its adaptation to the Greek cultural and educational context.

According to the material, following the removal of 7 items that presented measurement-related problems, the final factor structure differed from the original design of the MSLQ. This difference was attributed to possible cultural and educational differences between the original population and the Greek sample.

Applications

The MSLQ may be used in research concerning:

self-regulated learning,

learner motivation,

online and distance education,

MOOCs,

self-efficacy,

critical thinking,

time management,

and the broader relationship between learning strategies and academic performance.

The instrument is especially useful in online learning environments where direct instructor guidance is more limited and successful learning depends to a greater extent on learners’ ability to regulate their own behavior, motivation, and study strategies.

References

Pintrich PR, Smith DAF, Garcia T, McKeachie WJ. A Manual for the Use of the Motivated Strategies for Learning Questionnaire (MSLQ). National Center for Research to Improve Postsecondary Teaching and Learning, University of Michigan; 1991.

Vouska E. Adaptation of the Motivated Strategies for Learning Questionnaire (MSLQ) to the Greek Context: A Case Study. Aristotle University of Thessaloniki; 2018.

Zimmerman BJ. Becoming a self-regulated learner: An overview. Theory Into Practice. 2002;41(2):64–70.

Pintrich PR. A conceptual framework for assessing motivation and self-regulated learning in college students. Educational Psychology Review. 2004;16(4):385–407.