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. Author manuscript; available in PMC: 2025 Jul 24.
Published in final edited form as: J Elder Policy. 2024 Sep 25;3(2):70–94. doi: 10.1002/jey2.12011

TABLE 2.

Baseline characteristics of mobility device users, by number of mobility device combination changes.

Total
N = 2,943
No Change
N = 2,045
1 Change
N = 550
2+ Changes
N = 348
p-value

Age, Mean (SD) 80.3 (7.2) 79.9 (7.2) 81.6 (7.2) 80.5 (7.0) <0.001
Female, N (%) 1,697 (57.7%) 1,157 (56.6%) 319 (58.0%) 221 (63.5%) 0.053
Race and Ethnicity, N (%) 0.088
 White, non-Hispanic 2,066 (70.2%) 1,431 (70.0%) 395 (71.8%) 240 (69.0%)
 Black, non-Hispanic 590 (20.0%) 401 (19.6%) 106 (19.3%) 83 (23.9%)
 Other, non-Hispanic 81 (2.8%) 62 (3.0%) 15 (2.7%) 4 (1.1%)
 Hispanic 167 (5.7%) 123 (6.0%) 27 (4.9%) 17 (4.9%)
 Multiracial 1 (0.0%) 0 (0.0%) 0 (0.0%) 1 (0.3%)
Education Level, N (%) 0.61
 Less than high school 761 (25.9%) 521 (25.5%) 143 (26.0%) 97 (27.9%)
 High school diploma 779 (26.5%) 532 (26.0%) 148 (26.9%) 99 (28.4%)
 Some college and Bachelor’s 1,074 (36.5%) 752 (36.8%) 201 (36.5%) 121 (34.8%)
 Graduate education 294 (10.0%) 211 (10.3%) 53 (9.6%) 30 (8.6%)
Marital Status, N (%) <0.001
 Married or with a partner 1,356 (46.1%) 945 (46.2%) 251 (45.6%) 160 (46.0%)
 Single 455 (15.5%) 352 (17.2%) 69 (12.5%) 34 (9.8%)
 Widowed 1,131 (38.4%) 748 (36.6%) 230 (41.8%) 153 (44.0%)
Household Income, N (%) 0.44
 Poorest 0–25% 459 (15.6%) 308 (15.1%) 91 (16.5%) 60 (17.2%)
 25%–50% 516 (17.5%) 361 (17.7%) 99 (18.0%) 56 (16.1%)
 50%–75% 425 (14.4%) 306 (15.0%) 72 (13.1%) 47 (13.5%)
 75%–100% Richest 359 (12.2%) 251 (12.3%) 56 (10.2%) 52 (14.9%)
Number of Children, N (%) 0.29
 No children 243 (8.3%) 182 (8.9%) 39 (7.1%) 22 (6.3%)
 Single child 343 (11.7%) 228 (11.1%) 70 (12.7%) 45 (12.9%)
 Two or more children 2,357 (80.1%) 1,635 (80.0%) 441 (80.2%) 281 (80.7%)
Metropolitan Status, N (%) 2,353 (80.0%) 1,644 (80.4%) 435 (79.1%) 274 (78.7%) 0.66
Community Environment, Mean (SD) 7.0 (1.9) 7.0 (1.9) 7.1 (1.8) 7.0 (1.8) 0.85
Housing Type, N (%) 0.44
 Free-standing single house 2,190 (74.4%) 1,513 (74.0%) 419 (76.2%) 258 (74.1%)
 House attached to others 252 (8.6%) 172 (8.4%) 50 (9.1%) 30 (8.6%)
 Mobile home/trailer 158 (5.4%) 108 (5.3%) 30 (5.5%) 20 (5.7%)
 Multi-unit building 332 (11.3%) 241 (11.8%) 51 (9.3%) 40 (11.5%)
 Other 11 (0.4%) 11 (0.5%) 0 (0.0%) 0 (0.0%)
Vehicle Ownership, N (%) 2,309 (80.6%) 1,598 (80.5%) 442 (81.9%) 269 (79.6%) 0.68
Living Arrangement, N (%) 0.56
 Living alone 1,019 (34.6%) 710 (34.7%) 186 (33.8%) 123 (35.3%)
 Living with a spouse/partner 1,067 (36.3%) 757 (37.0%) 191 (34.7%) 119 (34.2%)
 Living with a spouse/partner and others 265 (9.0%) 169 (8.3%) 56 (10.2%) 40 (11.5%)
 Living with others 591 (20.1%) 408 (20.0%) 117 (21.3%) 66 (19.0%)
General Health, Mean (SD) 3.0 (1.0) 3.0 (1.0) 3.0 (1.0) 3.1 (1.0) <0.05
Chronic Diseases, Mean (SD) 2.0 (1.2) 2.0 (1.2) 2.0 (1.3) 1.9 (1.2) 0.37
Surgery History, Mean (SD) 0.6 (0.8) 0.6 (0.8) 0.7 (0.8) 0.6 (0.8) 0.31
Hip Fracture History, N (%) 166 (5.6%) 109 (5.3%) 34 (6.2%) 23 (6.6%) 0.53
Other Fracture History, N (%) 742 (25.2%) 504 (24.7%) 134 (24.4%) 104 (29.9%) 0.10
Fall History, N (%) <0.001
 No fall 1,826 (62.0%) 1,325 (64.8%) 304 (55.3%) 197 (56.6%)
 One fall 586 (19.9%) 414 (20.2%) 110 (20.0%) 62 (17.8%)
 Multiple falls 524 (17.8%) 304 (14.9%) 133 (24.2%) 87 (25.0%)
Fear of Falling, N (%) <0.001
 No fear of falling 1,858 (63.1%) 1344 (65.7%) 330 (60.0%) 184 (52.9%)
 Fear of falling presents 723 (24.6%) 486 (23.8%) 138 (25.1%) 99 (28.4%)
Fear of falling limits activities 357 (12.1%) 213 (10.4%) 82 (14.9%) 62 (17.8%)
Pain, N (%) 0.21
 No pain 1,186 (40.3%) 845 (41.3%) 224 (40.7%) 117 (33.6%)
 Bothered by pain 873 (29.7%) 602 (29.4%) 158 (28.7%) 113 (32.5%)
 Pain limits activities 880 (29.9%) 595 (29.1%) 167 (30.4%) 118 (33.9%)
Breathing Problems, N (%) <0.05
 No breathing problems 2165 (73.6%) 1,522 (74.4%) 404 (73.5%) 239 (68.7%)
 Breathing problems present 380 (12.9%) 270 (13.2%) 66 (12.0%) 44 (12.6%)
 Problems limit activities 395 (13.4%) 250 (12.2%) 80 (14.5%) 65 (18.7%)
BMI, N (%) 0.11
 Underweight (<18.5 kg/m2) 83 (2.8%) 61 (3.0%) 13 (2.4%) 9 (2.6%)
 Normal (18.5–24.9 kg/m2) 934 (31.7%) 660 (32.3%) 174 (31.6%) 100 (28.7%)
 Overweight (25.0–29.9 kg/m2) 993 (33.7%) 706 (34.5%) 182 (33.1%) 105 (30.2%)
 Obesity (≥30 kg/m2) 933 (31.7%) 618 (30.2%) 181 (32.9%) 134 (38.5%)
PHQ-2 Scores, Mean (SD) 1.1 (1.4) 1.1 (1.4) 1.1 (1.5) 1.1 (1.5) 0.49
GAD-2 Scores, Mean (SD) 0.9 (1.4) 0.9 (1.4) 1.0 (1.4) 1.0 (1.5) 0.26
Vision Impairments, Mean (SD) 0.2 (0.5) 0.2 (0.5) 0.2 (0.5) 0.2 (0.4) 0.30
Lower Limb Impairments, N (%) <0.05
 No impairments 1,712 (58.2%) 1,232 (60.2%) 300 (54.5%) 180 (51.7%)
 Impairments present 423 (14.4%) 289 (14.1%) 79 (14.4%) 55 (15.8%)
 Impairments limit activities 803 (27.3%) 520 (25.4%) 170 (30.9%) 113 (32.5%)
Low Energy, N (%) 0.15
 No exhaustion 1,281 (43.5%) 927 (45.3%) 219 (39.8%) 135 (38.8%)
 Exhaustion presents 562 (19.1%) 377 (18.4%) 116 (21.1%) 69 (19.8%)
 Exhaustion limits activities 1,090 (37.0%) 734 (35.9%) 213 (38.7%) 143 (41.1%)
Balance impairments, N (%) <0.001
 No balance problems 1,703 (57.9%) 1,249 (61.1%) 303 (55.1%) 151 (43.4%)
 Balance problems present 662 (22.5%) 445 (21.8%) 118 (21.5%) 99 (28.4%)
 Problems limit activities 575 (19.5%) 349 (17.1%) 129 (23.5%) 97 (27.9%)
Mobility Impairments, Mean (SD) 1.2 (1.5) 1.1 (1.4) 1.3 (1.5) 1.7 (1.5) <0.001
SPPB Scores, Mean (SD) 5.5 (2.7) 5.7 (2.8) 5.1 (2.5) 5.0 (2.4) <0.001
Average Grip Strength, kg. 23.4 (8.9) 23.7 (8.9) 23.0 (9.5) 21.8 (8.0) <0.01
Maximum Grip Strength, kg. 24.3 (9.1) 24.7 (9.0) 24.0 (9.7) 22.8 (8.2) <0.01
Clock Drawing Test Scores, Mean (SD) 3.5 (1.1) 3.6 (1.1) 3.4 (1.2) 3.5 (1.1) <0.01
Stairs at Entrance, N (%) 2,074 (70.6%) 1448 (70.9%) 380 (69.2%) 246 (70.7%) 0.74
Stairs in Home, N (%) 1,299 (47.2%) 910 (47.3%) 234 (46.0%) 155 (48.1%) 0.81
Bathroom Modifications, Mean (SD) 2.1 (1.0) 2.1 (1.0) 2.1 (1.0) 2.1 (1.1) 0.24
Mobility Assistance, Mean (SD) 0.1 (0.4) 0.1 (0.4) 0.1 (0.4) 0.2 (0.5) 0.12

Note: WAs, walking aids; WSMDs, wheeled and seated mobility devices; Mixed, concurrent use of both WAs and WSMDs; SD, standard deviation; BMI, body mass index; PHQ-2, Patient Health Questionnaire-2 items; GAD-2, Generalized Anxiety Disorder-2 items; SPPB, Short Physical Performance Battery.