Submitted:
29 September 2025
Posted:
30 September 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Participants
2.2. Protocol
2.3. CHAMPS Measures
2.4. Statistical Procedures
3. Results
3.1. Multivariate & Univariate Logistic Regressions
3.2. Correlations Between Frequency and Duration of Moderate and Greater Physical Activity
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| ACSM | American College of Sports Medicine |
| ADL | Activities of Daily Living |
| BW | Body Weight |
| CHAMP | Community Healthy Activities Model Program for Seniors |
| Dur | Duration |
| Dur Low | Duration Low |
| Dur Mod | Duration Moderate/High |
| Freq | Frequency |
| Freq Low | Frequency Low |
| Freq Mod | Frequency Moderate/High |
| Kcal | Estimated Caloric Expenditure |
| Kcal Low | Estimated Caloric Expenditure of Low |
| Kcal Mod | Estimated Caloric Expenditure of Moderate/High |
| MET | Metabolic Equivalent |
| MMSE | Mini-Mental Status Examination |
| PA | Physical Activity |
| U.S. | United States |
| WHO | World Health Organisation |
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| Characteristic | Fallers | Non-fallers | Sig |
| (n = 18) | (n = 15) | (p) | |
| Age (years) | 75.9 (3.3) | 75.1 (3.5) | 0.632 |
| Height (cm) | 166.6 (8.8) | 169.5 (8.5) | 0.840 |
| Weight (kg) | 77.4 (18.0) | 77.5 (11.7) | 0.101 |
| MMSE | 28.8 (1.1) | 28.5 (1.3) | 0.244 |
| Variable | Fallers | Non-fallers | Sig |
| (N = 18) | (N = 15) | (p) | |
| Dur Low | 7.6 (5.0) | 6.7 (3.2) | 0.745 |
| Dur Mod | 5.0 (4.3) | 10.8 (3.6) | <0.001* |
| Freq Low | 11.1 (6.6) | 13.3 (6.9) | 0.269 |
| Freq Mod | 7.3 (5.4) | 14.0 (5.0) | 0.002* |
| Kcal Low | 1266.8 (599) | 1296.4 (722) | 1.000 |
| Kcal Mod | 1463 (1289) | 3624.2 (1470) | <0.001* |
| Model | Variables | B | SE | Wald | df | Sig | Exp(B) | 95% CI | |
| 95. | Lower | Upper | |||||||
| Dur | Dur Mod | -0.366 | 0.131 | 7.799 | 1 | 0.005* | 0.693 | 0.536 | 0.897 |
| Dur Low | 0.046 | 0.131 | 0.123 | 1 | 0.725 | 1.047 | 0.810 | 1.353 | |
| Constant | 2.620 | 1.389 | 3.555 | 1 | 0.059 | 13.730 | |||
| Freq | Freq Mod | -0.247 | 0.088 | 7.889 | 1 | 0.005* | 0.781 | 0.657 | 0.928 |
| Freq Low | -0.083 | 0.068 | 1.481 | 1 | 0.224 | 0.921 | 0.806 | 1.052 | |
| Constant | 3.790 | 1.470 | 6.650 | 1 | 0.010 | 44.272 | |||
| Kcal | Kcal Mod | -0.001 | 0.000 | 8.614 | 1 | 0.003* | 0.999 | 0.998 | 1.000 |
| Kcal Low | 0.000 | 0.001 | 0.202 | 1 | 0.653 | 1.000 | 0.999 | 1.002 | |
| Constant | 2.420 | 1.208 | 4.011 | 1 | 0.045 | 11.250 | |||
| Model | B | SE | Wald | df | Sig | Exp(B) | 95% CI | |
| Lower | Upper | |||||||
| Dur Low | 0.056 | 0.092 | 0.378 | 1 | 0.539 | 1.058 | 0.884 | 1.266 |
| Dur Mod | -0.366 | 0.130 | 7.956 | 1 | 0.005* | 0.693 | 0.537 | 0.894 |
| Freq Low | -0.052 | 0.055 | 0.899 | 1 | 0.343 | 0.950 | 0.853 | 1.057 |
| Freq Mod | -0.231 | 0.082 | 7.882 | 1 | 0.005* | 0.794 | 0.676 | 0.933 |
| Kcal Low | 0.000 | 0.001 | 0.002 | 1 | 0.966 | 1.000 | 0.999 | 1.001 |
| Kcal Mod | -0.001 | 0.000 | 8.977 | 1 | 0.003* | 0.999 | 0.999 | 1.000 |
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