1. Background
2. Objectives
3. Methods
3.1. Study Design
3.2. Study Population and Sample
3.3. Variables and Measurement Instrument
3.3.1. Mobility and Dexterity Disability
3.3.2. Chronic Diseases
3.3.3. Multimorbidity
3.4. Procedures
3.4.1. Data Collection
3.4.2. Data Analysis
3.4.3. Ethical Consideration
4. Results
4.1. Population Characteristics
| Characteristics | No. (%), N = 75,963 |
|---|---|
| Sex (n = 75,963) | |
| Male | 71,416 (94.01) |
| Female | 4,547 (5.99) |
| Age group (n = 75,963) | |
| Young | 12,254 (16.13) |
| Young adult | 13,827 (18.2) |
| Early adult | 32,865 (43.26) |
| Middle adult | 14,031 (18.47) |
| Late adult | 2,986 (3.93) |
| Marital status (n = 75,963) | |
| Common-law marriage | 28,965 (38.13) |
| Married | 8,947 (11.78) |
| Widowed | 992 (1.31) |
| Divorced | 775 (1.02) |
| Separated | 2,905 (3.82) |
| Sigle | 33,379 (43.94) |
| Education level (n = 74,130) | |
| No education level | 1,675 (2.26) |
| Early childhood education | 106 (0.14) |
| Incomplete primary education | 11,762 (15.87) |
| Complete primary education | 6,897 (9.3) |
| Incomplete secondary education | 24,200 (32.65) |
| Completed secondary education | 20,293 (27.37) |
| Incomplete non-university higher education | 2,572 (3.47) |
| Completed non-university higher education | 2,795 (3.77) |
| Incomplete university higher education | 2,075 (2.8) |
| Completed university higher education | 1,673 (2.26) |
| Postgraduate | 82 (0.11) |
| Sport activities (n = 75,453) | |
| Yes | 49,117 (65.1) |
| No | 26,336 (34.9) |
| Cigarette consumption (n = 75,719) | |
| Yes | 25,187 (33.26) |
| No | 50,532 (66.74) |
| Alcohol consumption (n = 75,837) | |
| Yes | 51,259 (67.59) |
| No | 24,578 (32.41) |
| Drug consumption (n = 75,717) | |
| Yes | 18,641 (24.62) |
| No | 57,076 (75.38) |
| Characteristics (Health and Disability) | No. (%), N = 75,963 |
|---|---|
| Presence of locomotion and dexterity disability | |
| No | 68,561 (90.26) |
| Yes | 7,402 (9.74) |
| Level of disability to move | |
| Mild | 2,919 (39.44) |
| Moderate | 2,745 (37.08) |
| Severe | 1,738 (23.48) |
| Suffering from pulmonary disease (n = 73,963) | |
| No | 69,303 (93.7) |
| Yes | 4,660 (6.3) |
| Treatment for pulmonary disease (n = 4,660) | |
| No | 2,420 (51.93) |
| Yes | 2,240 (48.07) |
| Suffering from hypertension (n = 73,860) | |
| No | 70,286 (95.16) |
| Yes | 3,574 (4.84) |
| Treatment for hypertension (n = 3,574) | |
| No | 1,371 (38.36) |
| Yes | 2,203 (61.64) |
| Suffering from diabetes (n = 75,029) | |
| No | 73,132 (97.47) |
| Yes | 1,897 (2.53) |
| Treatment for diabetes (n = 1,897) | |
| No | 593 (31.26) |
| Yes | 1,304 (68.74) |
| Chronic multimorbidity (n = 71,602) | |
| None of the three | 63,200 (88.27) |
| One disease | 7,338 (10.25) |
| Two diseases | 966 (1.35) |
| Three diseases | 98 (0.14) |
4.2. Factors Associated with Locomotion and Dexterity Disability
| Characteristics (Sociodemographic) | Locomotion and Dexterity Disability (N = 75,963) | ||
|---|---|---|---|
| Yes | No | P a | |
| Sex (n = 75,963) | < 0.001 | ||
| Male | 6,820 (9.55) | 64,596 (90.45) | |
| Female | 582 (12.8) | 3,965 (87.2) | |
| Age group (n = 75,963) | < 0.001 | ||
| Young | 590 (4.81) | 11,664 (95.19) | |
| Young adult | 853 (6.17) | 12,974 (93.83) | |
| Early adult | 2,908 (8.85) | 29,957 (91.15) | |
| Middle adult | 2,156 (15.37) | 11,875 (84.63) | |
| Late adult | 895 (29.97) | 2,091 (70.03) | |
| Marital status (n = 75,963) | < 0.001 | ||
| Common-law marriage | 2,667 (9.21) | 26,298 (90.79) | |
| Married | 1,295 (14.47) | 7,652 (85.53) | |
| Widowed | 219 (22.08) | 773 (77.92) | |
| Divorced | 120 (15.48) | 655 (84.52) | |
| Separated | 352 (12.12) | 2,553 (87.88) | |
| Sigle | 2,749 (8.24) | 30,630 (91.76) | |
| Education level (n = 74,130) | < 0.001 | ||
| No education level | 290 (17.31) | 1,385 (82.69) | |
| Early childhood education | 17 (16.04) | 89 (83.96) | |
| Incomplete primary education | 1,631 (13.87) | 10,131 (86.13) | |
| Complete primary education | 719 (10.42) | 6178 (89.58) | |
| Incomplete secondary education | 2,148 (8.88) | 22,052 (91.12) | |
| Completed secondary education | 1,596 (7.86) | 18,697 (92.14) | |
| Incomplete non-university higher education | 211 (8.2) | 2,361 (91.8) | |
| Completed non-university higher education | 240 (8.59) | 2,555 (91.41) | |
| Incomplete university higher education | 177 (8.53) | 1,898 (91.47) | |
| Completed university higher education | 161 (9.62) | 1,512 (90.38) | |
| Postgraduate | 10 (12.2) | 72 (87.8) | |
| Sport activities (n = 75,453) | 0.264 | ||
| Yes | 4,824 (9.82) | 44,293 (90.18)0 | |
| No | 2,520 (9.57) | 23,816 (90.43) | |
| Cigarette consumption (n = 75,719) | 0.757 | ||
| Yes | 2,440 (9.69) | 22,747 (90.31) | |
| No | 4,931 (9.76) | 45,601 (90.24) | |
| Alcohol consumption (n = 75,837) | < 0.001 | ||
| Yes | 4,814 (9.39) | 46,445 (90.61) | |
| No | 2,577 (10.48) | 22,001 (89.52) | |
| Drug consumption (n = 75,717) | < 0.001 | ||
| Yes | 1,985 (10.65) | 16,656 (89.35) | |
| No | 5,392 (9.45) | 51,684 (90.55) | |
| Characteristics (Health) | Locomotion and Dexterity Disability (N = 75,963) | ||
|---|---|---|---|
| Yes | No | P a | |
| Suffering from pulmonary disease (n = 73,963) | < 0.001 | ||
| No | 6,148 (8.87) | 63,155 (91.13) | |
| Yes | 885 (18.99) | 3,775 (81.01) | |
| Treatment for pulmonary disease (n = 4,660) | 0.002 | ||
| No | 419 (17.31) | 2,001 (82.69) | |
| Yes | 466 (20.8) | 1,774 (79.2) | |
| Suffering from hypertension (n = 73,860) | < 0.001 | ||
| No | 5,939 (8.45) | 64,347 (91.55) | |
| Yes | 1,007 (28.18) | 2,567 (71.82) | |
| Treatment for hypertension (n = 3,574) | 0.14 | ||
| No | 367 (26.77) | 1,004 (73.23) | |
| Yes | 640 (29.05) | 1,563 (70.95) | |
| Suffering from diabetes (n = 75,029) | < 0.001 | ||
| No | 6,661 (9.11) | 66,471 (90.89) | |
| Yes | 543 (28.62) | 1,354 (71.38) | |
| Treatment for diabetes (n = 1,897) | 0.001 | ||
| No | 140 (23.61) | 453 (76.39) | |
| Yes | 403 (30.9) | 901 (69.1) | |
| Chronic multimorbidity (n = 71,602) | < 0.001 | ||
| None of the three | 4,729 (7.48) | 58,471 (92.52) | |
| One disease | 1,434 (19.54) | 5,904 (80.46) | |
| Two diseases | 329 (34.06) | 637 (65.94) | |
| Three diseases | 55 (56.12) | 43 (43.88) | |
4.3. Association Between Locomotion and Dexterity Disability and Exposure to Chronic Diseases
| Chronic Diseases | Unadjusted Model | Adjusted Model 1 | Unadjusted Model 2 | Adjusted Model 3 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PR | IC 95% | P | PR | IC 95% | P | PR | IC 95% | P | PR | IC 95% | P | |
| Pulmonary disease | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||
| No | 1 - Reference | 1 - Reference | 1 - Reference | 1 - Reference | ||||||||
| Yes | 2.14 | 2.00 - 2.28 | 1.83 | 1.72 - 1.96 | 2.12 | 1.98 - 2.26 | 1.63 | 1.52 - 1.75 | ||||
| Hypertension | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||
| No | 1 - Reference | 1 - Reference | 1 - Reference | 1 - Reference | ||||||||
| Yes | 3.33 | 3.14 - 3.53 | 2.25 | 2.11 - 2.40 | 3.38 | 3.19 - 3.58 | 1.94 | 1.81 - 2.09 | ||||
| Diabetes | < 0.001 | < 0.001 | < 0.001 | < 0.001 | ||||||||
| No | 1 - Reference | 1 - Reference | 1 - Reference | 1 - Reference | ||||||||
| Yes | 3.14 | 2.91 - 3.38 | 2.09 | 1.93 - 2.26 | 3.15 | 2.92 - 3.40 | 1.71 | 1.56 - 1.87 | ||||
| Multimorbidity (HTA, EPC y diabetes) | Unadjusted Model | Adjusted Model 1 | Unadjusted Model 2 | Adjusted Model 4 | ||||||||
| PR | IC 95% | P | PR | IC 95% | P | PR | IC 95% | P | PR | IC 95% | P | |
| None of the three | 1 - Reference | 1 - Reference | 1 - Reference | 1 - Reference | ||||||||
| One disease | 2.61 | 2.47 - 2.75 | < 0.001 | 2.07 | 1.95 - 2.19 | < 0.001 | 2.6 | 2.46 - 2.74 | < 0.001 | 2 | 1.89 - 2.12 | < 0.001 |
| Two diseases | 4.55 | 4.15 - 4.98 | < 0.001 | 2.99 | 2.71 - 3.30 | < 0.001 | 4.61 | 4.20 - 5.06 | < 0.001 | 2.89 | 2.62 - 3.20 | < 0.001 |
| Three diseases | 7.5 | 6.28 - 8.95 | < 0.001 | 4.23 | 3.53 - 5.07 | < 0.001 | 7.63 | 6.40 - 9.09 | < 0.001 | 3.91 | 3.25 - 4.70 | < 0.001 |
