Cognitive Modifiability of Mental Rotation: Effects of Mediation, Sex, and Working Memory Among Third-Grade Students
Abstract
1. Introduction
1.1. Sex Differences in Mental Rotation
1.2. The Effect of Degree of Rotation on MR Performance
1.3. The Relation Between Mental Rotation and Working Memory
1.4. Rationale of the Study
1.5. Hypotheses
- Children in the experimental group are expected to show greater gains in mental rotation (WMR) performance from pre- to post-teaching compared with children in the control group, reflecting a near-transfer effect of the intervention.
- Children in the experimental group are expected to exhibit greater improvement from pre- to post-teaching on the STI-MR test than children in the control group, indicating a far-transfer effect of the intervention.
- Consistent with prior research showing early sex differences in spatial processing and strategy use, boys are expected to outperform girls on both MR tasks (WMR and STI-MR) during the pre-intervention phase. However, because spatial skills are highly malleable and responsive to targeted instruction, the intervention is expected to reduce these initial disparities. Following the intervention phase, girls are expected to close the performance gap, leading to comparable MR outcomes between boys and girls.
- MR performance in the full sample will be positively correlated across the pre- and post-intervention phases. However, the strength of this correlation is expected to decrease from pre- to post-intervention. This reduction is anticipated because, following the intervention, children are likely to develop more efficient strategies or greater familiarity with the MR tasks, thereby reducing WM’s relative contribution to MR performance.
- Improvements in MR performance from pre- to post-intervention are expected to be greater at higher rotation angles. This prediction is grounded in theory and prior research suggesting that children benefit more from mediation when task difficulty increases, making larger rotation angles particularly sensitive to intervention effects.
2. Methods
2.1. Participants
2.2. Measures
2.2.1. The Windows Mental Rotation–Dynamic Assessment (WMR-DA)
2.2.2. The Seria-Think Instrument–Mental Rotation (STI-MR) Test
2.2.3. The Children’s Spatial Working Memory (CSWM) Test
2.2.4. The Cognitive Modifiability Battery–Mental Rotation (CMB-MR) Subtest
2.3. Procedure
3. Results
3.1. Statistical Analysis Plan
3.2. WMR-DA Performance in Pre- and Post-Intervention: Effects of Treatment, Sex, and Degree of Rotation
3.3. STI-MR Performance in Pre- and Post-Intervention: Effects of Treatment, Sex, and Degree of Rotation
3.4. The Relationship Between Working Memory and Mental Rotation
4. Discussion
4.1. Effectiveness of Motoric Mediation
4.2. The Effect of Mediation on Generalization
4.3. Rotation Angle Effects
4.4. Absence of Sex Differences
4.5. How the Relationship Between Working Memory and Mental Rotation Changes with Training
4.6. Theoretical and Educational Implications
4.7. Cognitive Developmental Implications
4.8. Limitations of the Study and Future Directions
4.9. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| WMR | STI-MR | |||||
|---|---|---|---|---|---|---|
| Phase | Treatment | Sex | M | SD | M | SD |
| Pre-Intervention | Experimental | Boys | 112.88 | 17.13 | 34.94 | 11.91 |
| Girls | 109.65 | 15.44 | 32.59 | 11.40 | ||
| Total | 111.26 | 16.14 | 33.76 | 11.54 | ||
| Control | Boys | 107.29 | 19.55 | 36.65 | 13.93 | |
| Girls | 106.76 | 22.43 | 33.94 | 13.57 | ||
| Total | 107.03 | 20.72 | 35.29 | 13.61 | ||
| Post-Intervention | Experimental | Boys | 134.88 | 19.09 | 46.53 | 5.79 |
| Girls | 133.94 | 15.10 | 49.35 | 5.52 | ||
| Total | 134.41 | 16.96 | 47.94 | 5.75 | ||
| Control | Boys | 122.00 | 27.67 | 43.65 | 13.12 | |
| Girls | 122.59 | 29.73 | 39.82 | 12.14 | ||
| Total | 122.29 | 28.28 | 41.73 | 12.60 | ||
| WMR | STI-MR | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Source of Variation | df | MS | F | p | ηp2 | MS | F | p | ηp2 |
| Treatment (A) | 1 | 757.67 | 2.88 | .10 | 0.04 | 61.96 | 0.84 | .364 | 0.01 |
| Sex (B) | 1 | 12.10 | 0.05 | .83 | 0.00 | 26.00 | 0.35 | .556 | 0.00 |
| A × B | 1 | 12.71 | 0.05 | .83 | 0.00 | 34.71 | 0.47 | .496 | 0.01 |
| Error | 64 | 790.21 | |||||||
| Degree of Rotation (C) | 2 | 10,085.47 | 248.40 | .001 | 0.80 | 319.68 | 36.40 | .001 | 0.36 |
| A × C | 2 | 99.83 | 2.46 | .090 | 0.04 | 2.46 | 0.51 | .603 | 0.01 |
| B × C | 2 | 1.03 | 0.03 | .975 | 0.00 | 1.33 | 0.15 | .860 | 0.00 |
| A × B × C | 2 | 31.57 | 0.56 | .518 | 0.01 | 0.16 | 0.02 | .981 | 0.00 |
| Error | 128 | 40.60 | 8.78 | ||||||
| Time (D) | 1 | 4180.48 | 100.66 | .001 | 0.61 | 1204.41 | 100.13 | .001 | 0.61 |
| A × D | 1 | 176.04 | 4.24 | .044 | 0.06 | 169.53 | 14.09 | .001 | 0.18 |
| B × D | 1 | 8.25 | 0.20 | .657 | 0.00 | 11.70 | 0.97 | .328 | 0.02 |
| A × B × D | 1 | 0.98 | 0.02 | .878 | 0.00 | 28.06 | 2.33 | .132 | 0.04 |
| Error | 64 | 41.53 | 12.03 | ||||||
| C × D | 2 | 529.81 | 39.57 | .001 | 0.39 | 40.59 | 10.14 | .001 | 0.14 |
| A × C × D | 2 | 27.72 | 2.07 | .130 | 0.03 | 5.19 | 1.30 | .277 | 0.02 |
| B × C × D | 2 | 16.55 | 1.24 | .294 | 0.02 | 3.18 | 0.80 | .45 | 0.01 |
| A × B × C × D | 2 | 8.11 | 0.61 | .547 | 0.01 | 6.94 | 1.74 | .18 | 0.03 |
| Error (C × D) | 128 | 13.39 | 4.00 | ||||||
| Test | Pre-Intervention | Post-Intervention | Fisher Z |
|---|---|---|---|
| WMR-DA | r = 0.32, p < .01 | r = 0.14, p = 0.30 | 3.20, p < .002 |
| STI-MR | r = 0.27, p = .02 | r = 0.21, p = .08 | −1.10, p > .050 |
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Tzuriel, D.; Hozez Sagi, R. Cognitive Modifiability of Mental Rotation: Effects of Mediation, Sex, and Working Memory Among Third-Grade Students. J. Intell. 2026, 14, 162. https://doi.org/10.3390/jintelligence14080162
Tzuriel D, Hozez Sagi R. Cognitive Modifiability of Mental Rotation: Effects of Mediation, Sex, and Working Memory Among Third-Grade Students. Journal of Intelligence. 2026; 14(8):162. https://doi.org/10.3390/jintelligence14080162
Chicago/Turabian StyleTzuriel, David, and Ravit Hozez Sagi. 2026. "Cognitive Modifiability of Mental Rotation: Effects of Mediation, Sex, and Working Memory Among Third-Grade Students" Journal of Intelligence 14, no. 8: 162. https://doi.org/10.3390/jintelligence14080162
APA StyleTzuriel, D., & Hozez Sagi, R. (2026). Cognitive Modifiability of Mental Rotation: Effects of Mediation, Sex, and Working Memory Among Third-Grade Students. Journal of Intelligence, 14(8), 162. https://doi.org/10.3390/jintelligence14080162

