Submitted:
22 February 2026
Posted:
25 February 2026
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Abstract
Keywords:
1. Introduction
2. Results
3. Discussion
4. Materials and Methods
4.1. Participants and Setting
4.2. Assessment of Sleep Status
4.3. Assessment of Social Interactions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| Abbreviation | Explanation |
| ISI | The Index of Social Interaction |
| NRS | Non-restorative sleep |
| CEC | Community Empowerment and Care for Well-being and Longevity |
| MHLW | Ministry of Health, Labour and Welfare |
| CI | Confidence interval |
| OR | Odds ratio |
| SD | Standard deviation |
References
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| Variables | Categories | n | % |
|---|---|---|---|
| Age | Mean value = 70.27 | Standard deviation = 6.496 | |
| Sex | Male | 205 | 43.3 |
| Female | 268 | 56.7 | |
| Smoking | Yes | 184 | 38.9 |
| No | 289 | 61.1 | |
| Drinking | Yes | 157 | 33.2 |
| No | 316 | 66.8 | |
| Disease | Yes | 419 | 88.6 |
| No | 54 | 11.4 | |
| Exercise | Yes | 266 | 56.2 |
| No | 207 | 43.8 | |
| Life satisfaction | Yes | 350 | 74.0 |
| No | 123 | 26.0 | |
| Motor function level | Normal | 393 | 83.1 |
| Low | 80 | 16.9 | |
| Nutrition level | Normal | 463 | 97.9 |
| Low | 10 | 2.1 | |
| Sleep Duration per day | ≥6 hours | 396 | 83.7 |
| <6 hours | 77 | 16.3 | |
| Restorative sleep | Yes | 349 | 73.8 |
| No | 124 | 26.2 | |
| ISI (median and [Q25-Q75]; 2017) | 16 | 14-17 | |
| ISI (median and [Q25-Q75]; 2023) | 16 | 15-17 | |
| Characteristic | Sleep duration | χ2/Z | p | |||
|---|---|---|---|---|---|---|
| Low | Normal | |||||
| N | % | n | % | |||
| Age (years; mean and SD) | 72.35 | 6.751 | 69.87 | 6.376 | -3.154 | 0.002 |
| Change in ISI (continuous variable; mean and SD) | -0.11 | 3.260 | 0.28 | 3.946 | -2.992 | 0.003 |
| Sex | 0.119 | 0.730 | ||||
| Male | 32 | 41.6 | 173 | 43.7 | ||
| Female | 45 | 58.4 | 223 | 56.3 | ||
| Smoke | 0.606 | 0.436 | ||||
| No | 44 | 57.1 | 245 | 61.9 | ||
| Yes | 33 | 42.9 | 151 | 38.1 | ||
| Drink | 0.170 | 0.680 | ||||
| Yes | 24 | 31.2 | 133 | 33.6 | ||
| No | 53 | 68.8 | 263 | 66.4 | ||
| Disease | 2.204 | 0.138 | ||||
| Yes | 72 | 93.5 | 347 | 87.6 | ||
| No | 5 | 6.5 | 49 | 12.4 | ||
| Exercise | 0.334 | 0.563 | ||||
| Yes | 41 | 53.2 | 225 | 56.8 | ||
| No | 36 | 46.8 | 171 | 43.2 | ||
| Life satisfaction | 0.315 | 0.575 | ||||
| Yes | 55 | 71.4 | 101 | 25.5 | ||
| No | 22 | 28.6 | 295 | 74.5 | ||
| Motor function level | 0.072 | 0.788 | ||||
| Normal | 63 | 81.8 | 329 | 83.1 | ||
| Low | 14 | 18.2 | 67 | 16.9 | ||
| Nutrition level | 0.098 | 0.754 | ||||
| Normal | 75 | 97.4 | 388 | 98.0 | ||
| Low | 2 | 2.6 | 8 | 2.0 | ||
| Change in ISI (grouped by different values) | 12.433 | 0.002 | ||||
| Negative | 30 | 39.0 | 81 | 20.5 | ||
| Positive | 31 | 40.3 | 198 | 50.0 | ||
| Steady | 16 | 20.7 | 117 | 29.5 | ||
| Change in ISI (subgroup by medians) | 15.485 | 0.001 | ||||
| Low to Low | 20 | 26.0 | 69 | 17.4 | ||
| High to Low | 26 | 33.8 | 78 | 19.7 | ||
| Low to High | 5 | 6.5 | 20 | 5.1 | ||
| High to High | 26 | 33.8 | 229 | 57.8 | ||
| Characteristic | Sleep Restoration | χ2/Z | p | |||
|---|---|---|---|---|---|---|
| Low | Normal | |||||
| n | % | n | % | |||
| Age (years; mean and SD) | 70.05 | 6.863 | 70.35 | 6.369 | -0.668 | 0.504 |
| Change in ISI (continuous variable; mean and SD) | -0.16 | 3.075 | 0.34 | 4.138 | -2.907 | 0.004 |
| Sex | 0.135 | 0.713 | ||||
| Male | 52 | 41.9 | 153 | 43.8 | ||
| Female | 72 | 58.1 | 196 | 56.2 | ||
| Smoke | 1.043 | 0.307 | ||||
| No | 71 | 57.3 | 218 | 62.5 | ||
| Yes | 53 | 42.7 | 131 | 37.5 | ||
| Drink | 1.155 | 0.282 | ||||
| Yes | 46 | 37.1 | 111 | 31.8 | ||
| No | 78 | 62.9 | 238 | 68.2 | ||
| Disease | 1.077 | 0.299 | ||||
| No | 11 | 8.9 | 43 | 12.3 | ||
| Yes | 113 | 91.1 | 306 | 87.7 | ||
| Exercise | 10.994 | 0.001 | ||||
| Yes | 54 | 43.5 | 212 | 60.7 | ||
| No | 70 | 56.5 | 137 | 39.3 | ||
| Life satisfaction | 6.570 | 0.010 | ||||
| Yes | 81 | 65.3 | 269 | 77.1 | ||
| No | 43 | 34.7 | 80 | 22.9 | ||
| Motor function level | 2.560 | 0.110 | ||||
| Normal | 97 | 78.2 | 295 | 84.5 | ||
| Low | 27 | 21.8 | 54 | 15.5 | ||
| Nutrition level | 2.988 | 0.084 | ||||
| Normal | 119 | 96.0 | 344 | 98.6 | ||
| Low | 5 | 4.0 | 5 | 1.4 | ||
| Change in ISI (grouped by different values) | 6.746 | 0.034 | ||||
| Negative | 38 | 30.6 | 73 | 20.9 | ||
| Positive | 60 | 48.4 | 169 | 48.4 | ||
| Steady | 26 | 21.0 | 107 | 30.7 | ||
| Change in ISI (subgroup by medians) | 17.630 | 0.001 | ||||
| Low to Low | 33 | 26.6 | 56 | 16.0 | ||
| High to Low | 35 | 28.2 | 69 | 19.8 | ||
| Low to High | 9 | 7.3 | 16 | 4.6 | ||
| High to High | 47 | 37.9 | 208 | 59.6 | ||
| Variable | OR | 95%CI | p |
|---|---|---|---|
| Age | 0.951 | [0.918, 0.987] | 0.007 |
| Change in ISI | 1.096 | [1.018, 1.180] | 0.015 |
| Variable | OR | 95%CI | p |
|---|---|---|---|
| Age | 0.947 | [0.914, 0.982] | 0.003 |
| Change in ISI | |||
| Negative | 2.719 | [1.382, 5.350] | 0.004 |
| Positive | 1.173 | [0.612, 2.247] | 0.630 |
| Steady | Ref | ||
| Variable | OR | 95%CI | p |
|---|---|---|---|
| Age | 0.962 | [0.927, 0.998] | 0.045 |
| Change in ISI | |||
| Low to Low | 2.089 | [1.064, 4.101] | 0.032 |
| High to Low | 2.610 | [1.413, 4.821] | 0.002 |
| Low to High | 2.149 | [0.740, 6.241] | 0.159 |
| High to High | Ref | ||
| Variable | OR | 95%CI | p |
|---|---|---|---|
| Exercise | 1.947 | [1.277, 2.968] | 0.002 |
| Life satisfaction | 1.874 | [1.180, 2.977] | 0.008 |
| Change in ISI | 1.087 | [1.023, 1.156] | 0.007 |
| Variable | OR | 95%CI | p |
|---|---|---|---|
| Exercise | 0.919 | [0.558, 1.515] | 0.741 |
| Life satisfaction | 0.837 | [0.481, 1.457] | 0.530 |
| Change in ISI | |||
| Negative | 2.715 | [1.387, 5.316] | 0.004 |
| Positive | 1.149 | [0.602, 2.193] | 0.673 |
| Steady | Ref | ||
| Variable | OR | 95%CI | p |
|---|---|---|---|
| Exercise | 1.149 | [0.680, 1.941] | 0.604 |
| Life satisfaction | 0.949 | [0.543, 1.661] | 0.855 |
| Change in ISI | |||
| Low to Low | 2.670 | [1.356, 5.258] | 0.005 |
| High to Low | 3.014 | [1.635, 5.557] | <0.001 |
| Low to High | 2.277 | [0.778, 6.671] | 0.113 |
| High to High | Ref | ||
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