Cognitive Reserve and Creative Thinking in Aging: A Cross-Sectional Study on the Role of Education, Occupation, and Leisure Activities
Abstract
1. Introduction
The Present Study
2. Materials and Methods
2.1. Participants
2.2. Instruments
2.3. Procedure
2.4. Statistical Analysis
3. Results
4. Discussion
4.1. Theoretical and Practical Implications
4.2. Limitations
4.3. Future Directions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Measures | Frequency (n) | Percentage (%) |
|---|---|---|
| Gender | ||
| Female | 54 | 54.0 |
| Male | 46 | 46.0 |
| Age | 68.45 (M) | 8.12 (SD) |
| Cohabitation | ||
| Alone | 41 | 41.0 |
| With family | 59 | 59.0 |
| Marital status | ||
| Married | 68 | 68.0 |
| Single | 18 | 18.0 |
| Widowed | 14 | 14.0 |
| Employment status | ||
| Worker | 35 | 35.0 |
| Pensioner | 65 | 65.0 |
| Educational attainment | ||
| Elementary school | 2 | 2.0 |
| Middle school graduates | 16 | 16.0 |
| High school graduates | 30 | 30.0 |
| Three-year degree | 30 | 30.0 |
| Master’s degree | 22 | 22.0 |
| Variable | M | SD | Min | Max |
|---|---|---|---|---|
| CRIq Age-adjusted Standardized Score | 104.88 | 23.66 | 77.00 | 121.00 |
| Acronyms Task—Fluency | 4.88 | 2.74 | 0.00 | 10.00 |
| Acronyms Task—Flexibility | 4.36 | 3.21 | 0.00 | 17.00 |
| Alternative Uses Task—Fluency | 4.71 | 3.30 | 0.00 | 20.00 |
| Alternative Uses Task—Flexibility | 3.80 | 2.34 | 0.00 | 9.00 |
| Alternative Uses Task—Originality | 10.37 | 9.51 | 0.00 | 48.00 |
| TIB—Pronunciation errors | 2.28 | 3.62 | 0.00 | 15.00 |
| TIB—Accent errors | 4.84 | 5.61 | 0.00 | 26.00 |
| FSIQ | 109.14 | 10.87 | 73.00 | 121.13 |
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 |
|---|---|---|---|---|---|---|---|---|---|
| CRIq Age-adjusted Standardized Score | 1 | ||||||||
| Acronyms Task—Fluency | 0.316 * | 1 | |||||||
| Acronyms Task—Flexibility | 0.336 * | 0.210 * | 1 | ||||||
| Alternative Uses—Fluency | 0.371 ** | 0.245 * | 0.210 * | 1 | |||||
| Alternative Uses—Flexibility | 0.381 ** | 0.210 * | 0.210 * | 0.496 ** | 1 | ||||
| Alternative Uses—Originality | 0.338 ** | 0.238 * | 0.238 * | 0.496 ** | 0.430 ** | 1 | |||
| TIB—Accent Errors | −0.379 ** | −0.319 ** | −0.325 ** | −0.496 ** | −0.496 ** | −0.430 ** | 1 | ||
| TIB—Pronunciation Errors | −0.311 ** | −0.309 ** | −0.313 ** | −0.430 ** | −0.430 ** | −0.430 ** | 0.496 ** | 1 | |
| FSIQ | 0.361 ** | 0.245 * | 0.210 * | 0.245 * | 0.210 * | 0.238 * | −0.479 ** | −0.402 ** | 1 |
| Predictor | β | SE | t | p | VIF | 95% CI [LL, UL] |
|---|---|---|---|---|---|---|
| Acronyms Task—Fluency | ||||||
| Age | −0.071 | 0.115 | −0.62 | 0.537 | 1.42 | [−0.296, 0.154] |
| Gender | −0.084 | 0.115 | −0.73 | 0.468 | 1.38 | [−0.310, 0.142] |
| TIB (FSIQ) | −0.112 | 0.111 | −1.01 | 0.316 | 1.55 | [−0.331, 0.107] |
| Education (years) | 0.284 | 0.119 | 2.38 | 0.021 | 1.92 | [0.050, 0.518] |
| Occupational experience | 0.225 | 0.114 | 1.98 | 0.052 | 2.05 | [−0.001, 0.451] |
| Leisure activities | 0.241 | 0.112 | 2.15 | 0.035 | 1.88 | [0.020, 0.462] |
| CRIq Total Score | 0.316 | 0.119 | 2.64 | 0.011 | 2.14 | [0.082, 0.550] |
| Model R2 = 0.31, Adj. R2 = 0.27; F(7, 92) = 5.88, p < 0.001 | ||||||
| Acronyms Task—Flexibility | ||||||
| Age | −0.066 | 0.112 | −0.59 | 0.556 | 1.42 | [−0.287, 0.155] |
| Gender | −0.075 | 0.107 | −0.70 | 0.487 | 1.38 | [−0.286, 0.136] |
| TIB (FSIQ) | −0.121 | 0.108 | −1.12 | 0.266 | 1.55 | [−0.333, 0.091] |
| Education (years) | 0.271 | 0.119 | 2.27 | 0.026 | 1.92 | [0.037, 0.505] |
| Occupational experience | 0.212 | 0.110 | 1.92 | 0.058 | 2.05 | [−0.004, 0.428] |
| Leisure activities | 0.254 | 0.115 | 2.21 | 0.029 | 1.88 | [0.028, 0.480] |
| CRIq Total Score | 0.336 | 0.120 | 2.81 | 0.007 | 2.14 | [0.100, 0.572] |
| Model R2 = 0.33, Adj. R2 = 0.29, F(7, 92) = 6.34, p < 0.001 | ||||||
| Alternative Uses Task—Fluency | ||||||
| Age | −0.051 | 0.114 | −0.45 | 0.653 | 1.42 | [−0.274, 0.172] |
| Gender | −0.058 | 0.111 | −0.52 | 0.602 | 1.38 | [−0.277, 0.161] |
| TIB (FSIQ) | −0.095 | 0.111 | −0.86 | 0.393 | 1.55 | [−0.313, 0.123] |
| Education (years) | 0.135 | 0.114 | 1.18 | 0.241 | 1.92 | [−0.090, 0.360] |
| Occupational experience | 0.289 | 0.112 | 2.53 | 0.014 | 2.05 | [0.066, 0.512] |
| Leisure activities | 0.271 | 0.111 | 2.41 | 0.019 | 1.88 | [0.051, 0.491] |
| CRIq Total Score | 0.371 | 0.122 | 3.05 | 0.003 | 2.14 | [0.131, 0.611] |
| Model R2 = 0.38, F(7, 92) = 7.88, p < 0.001 | ||||||
| Alternative Uses Task—Flexibility | ||||||
| Age | −0.048 | 0.116 | −0.41 | 0.685 | 1.42 | [−0.276, 0.180] |
| Gender | −0.062 | 0.113 | −0.55 | 0.585 | 1.38 | [−0.286, 0.162] |
| TIB (FSIQ) | −0.089 | 0.110 | −0.81 | 0.419 | 1.55 | [−0.304, 0.126] |
| Education (years) | 0.112 | 0.112 | 1.01 | 0.315 | 1.92 | [−0.108, 0.332] |
| Occupational experience | 0.302 | 0.115 | 2.63 | 0.011 | 2.05 | [0.075, 0.529] |
| Leisure activities | 0.264 | 0.113 | 2.34 | 0.022 | 1.88 | [0.042, 0.486] |
| CRIq Total Score | 0.381 | 0.122 | 3.12 | 0.002 | 2.14 | [0.141, 0.621] |
| Model R2 = 0.39, Adj. R2 = 0.35, F(7, 92) = 8.11, p < 0.001 | ||||||
| Alternative Uses Task—Originality | ||||||
| Age | −0.058 | 0.108 | −0.52 | 0.603 | 1.42 | [−0.278, 0.162] |
| Gender | −0.066 | 0.108 | −0.61 | 0.545 | 1.38 | [−0.280, 0.148] |
| TIB (FSIQ) | −0.102 | 0.110 | −0.94 | 0.351 | 1.55 | [−0.314, 0.110] |
| Education (years) | 0.135 | 0.115 | 1.23 | 0.221 | 1.92 | [−0.082, 0.352] |
| Occupational experience | 0.295 | 0.114 | 2.56 | 0.013 | 2.05 | [0.070, 0.520] |
| Leisure activities | 0.279 | 0.112 | 2.46 | 0.017 | 1.88 | [0.055, 0.503] |
| CRIq Total Score | 0.338 | 0.116 | 2.88 | 0.006 | 2.14 | [0.106, 0.570] |
| Model R2 = 0.37, Adj. R2 = 0.33, F(7, 92) = 7.54, p < 0.001 | ||||||
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Fabio, R.A.; Bellantone, A.; Colombo, B.; Bertuccio, D.V.; Picciotto, G. Cognitive Reserve and Creative Thinking in Aging: A Cross-Sectional Study on the Role of Education, Occupation, and Leisure Activities. J. Ageing Longev. 2026, 6, 10. https://doi.org/10.3390/jal6010010
Fabio RA, Bellantone A, Colombo B, Bertuccio DV, Picciotto G. Cognitive Reserve and Creative Thinking in Aging: A Cross-Sectional Study on the Role of Education, Occupation, and Leisure Activities. Journal of Ageing and Longevity. 2026; 6(1):10. https://doi.org/10.3390/jal6010010
Chicago/Turabian StyleFabio, Rosa Angela, Angela Bellantone, Barbara Colombo, Domenica Viviana Bertuccio, and Giulia Picciotto. 2026. "Cognitive Reserve and Creative Thinking in Aging: A Cross-Sectional Study on the Role of Education, Occupation, and Leisure Activities" Journal of Ageing and Longevity 6, no. 1: 10. https://doi.org/10.3390/jal6010010
APA StyleFabio, R. A., Bellantone, A., Colombo, B., Bertuccio, D. V., & Picciotto, G. (2026). Cognitive Reserve and Creative Thinking in Aging: A Cross-Sectional Study on the Role of Education, Occupation, and Leisure Activities. Journal of Ageing and Longevity, 6(1), 10. https://doi.org/10.3390/jal6010010

