How do mindsets and goals shape maths motivation in lower-stream students?
Among lower-stream Singapore students, believing intelligence can grow went with aiming to master maths, which in turn went with more interest and higher test scores, while goals about avoiding failure went with worse outcomes.
Source
Implicit Theories of Intelligence and Achievement Goals: A Look at Students' Intrinsic Motivation and Achievement in Mathematics
Study at a glance
- Design
- Cross-sectional — One-time questionnaire (mindsets, 2x2 achievement goals, intrinsic interest) analysed with confirmatory factor analysis and structural equation modelling, with school maths test scores collected one to two months later.
- N
- N=1201 · 1,201 lower-progress (Normal-stream) students from 17 Singapore secondary schools responded to the survey.
- Population
- Singapore secondary students aged 13-17 in the lower-progress Normal (Academic/Technical) streams
- Outcome
- Self-reported interest in mathematics (Intrinsic Motivation Inventory) and school-based mathematics test score
Structured fields used in claim comparison tables when every cited study has a complete layer.
What they did
A total of 1,201 students in Singapore's lower-progress secondary streams answered a short classroom questionnaire on their beliefs about intelligence (growth vs fixed mindset), four kinds of achievement goals in maths (mastery-approach, mastery-avoidance, performance-approach, performance-avoidance) and their interest in maths. Teachers later supplied each student's school maths test score. A structural equation model tested whether mindsets predicted goals and whether goals predicted interest and scores.
What they found
A growth (incremental) mindset predicted mastery-approach goals, which positively predicted both interest and test scores; a fixed (entity) mindset predicted both performance-approach and performance-avoidance goals. Performance-approach goals were also linked to more interest and higher scores, whereas performance-avoidance goals predicted lower interest and lower scores, and mastery-avoidance goals predicted lower scores but not interest. Unexpectedly, a growth mindset also predicted mastery-avoidance goals. The model explained about 36% of the variance in interest but only about 14% in test scores.
The limits
What it doesn't show
The design is cross-sectional and correlational, so it cannot show that mindsets cause goals or that goals cause achievement; the author explicitly says causality cannot be inferred and suggests a mindset-manipulation experiment. Mindsets, goals and interest were all self-reported in one sitting, which can inflate their links. The sample was limited to lower-progress students with no higher-stream comparison group, so the explanation that low perceived competence drives the avoidance-goal links was not directly tested, and results may not generalise beyond this group. The specific path coefficients are given in a figure not included in this text.
Key terms
- Incremental (growth) mindset
- The belief that intelligence can be developed through effort and learning.
- Entity (fixed) mindset
- The belief that intelligence is a fixed trait that cannot really be changed.
- 2x2 achievement goal model
- A framework crossing the standard of competence (mastery = self/task-based, performance = relative to others) with valence (approaching success vs avoiding failure), giving four goal types.
- Intrinsic motivation
- Doing an activity for its own interest and enjoyment rather than for external rewards.
- Structural equation modelling (SEM)
- A statistical method that tests a network of hypothesised relationships among latent variables measured by several questionnaire items.
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Quiz yourself
Which goal did a growth (incremental) mindset most clearly predict, as hypothesised?
Common questions
Does this study show that teaching a growth mindset will raise maths scores?
Not directly. It shows associations in a single survey; the path from mindset to scores runs through goals and is correlational. An intervention experiment would be needed to show causation.
Why would a growth mindset predict a mastery-avoidance goal, which seems unhelpful?
The author suggests that students who feel less competent, as lower-stream students may, can believe ability grows yet still worry about not mastering material. Perceived competence was not measured, so this is an untested explanation.
Are performance-approach goals good or bad?
In this sample, wanting to outdo others went with more interest and higher scores, but mastery-approach goals had stronger links, and the author notes that competitive goals can also bring anxiety.
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