Introduction
Methods
PAADRN study
Survey instrument
-
meeting with their provider in person
-
talking to their provider over the phone
-
exchanging emails with their provider
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receiving a mailed letter with their results (a letter was mailed to all intervention participants)
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seeing their results on an electronic medical record or portal
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getting their results from the DXA technician
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or by some other means.
Analytic sample
Statistical analysis
Results
Study population
Characteristic | Viewed DXA results via web portal, N (%) = 649 (19.1%) | Did not view DXA results via web portal N (%) =2750 (80.9%) | P-value |
---|---|---|---|
Demographics | |||
Site | |||
UI | 385 (29.26%) | 931 (70.74%) | < 0.001 |
KPGA | 264 (12.67%) | 1819 (87.33%) | |
Age | |||
Mean (SD) | 64.4 (7.4) | 66.5 (8.1) | < 0.001 |
< 65 | 313 (22.66%) | 1068 (77.34%) | < 0.001 |
65–74 | 270 (18.38%) | 1199 (81.62%) | |
> 75 | 66 (12.02%) | 483 (87.98%) | |
Gender of patient | |||
Male | 113 (17.15%) | 546 (82.85%) | 0.157 |
Female | 536 (19.56%) | 2204 (80.44%) | |
Race | |||
White | 570 (21.19%) | 2120 (78.81%) | < 0.001 |
Non-white | 79 (11.14%) | 630 (88.86%) | |
Education | |||
High school or less | 88 (10.92%) | 718 (89.08%) | < 0.001 |
Some college | 197 (18.02%) | 896 (81.98%) | |
Completed college | 157 (21.3%) | 580 (78.7%) | |
Graduate school | 204 (27.79%) | 530 (72.21%) | |
Patient health personal characteristics | |||
Health Literacy | |||
Low | 54 (12.08%) | 393 (87.92%) | < 0.001 |
High | 592 (20.27%) | 2328 (79.73%) | |
Subjective Numeracy | |||
Low | 160 (13.86%) | 994 (86.14%) | < 0.001 |
Medium | 213 (18.85%) | 917 (81.15%) | |
High | 273 (25.11%) | 814 (74.89%) | |
Patient Activation Score | |||
Level 1 (0–42.5) | 50 (15.2%) | 279 (84.8%) | 0.003 |
Level 2 (47.4–52.9) | 100 (16.05%) | 523 (83.95%) | |
Level 3 (56.4–66.0) | 302 (19.28%) | 1264 (80.72%) | |
Level 4 (68.5–100) | 194 (22.61%) | 664 (77.39%) | |
Krantz Information Scale | |||
Low | 164 (14.84%) | 941 (85.16%) | < 0.001 |
Medium | 236 (20.36%) | 923 (79.64%) | |
High | 246 (22.18%) | 863 (77.82%) | |
Krantz Behavioral Scale | |||
Low | 187 (15.7%) | 1004 (84.3%) | < 0.001 |
Medium | 193 (18.16%) | 870 (81.84%) | |
High | 261 (23.66%) | 842 (76.34%) | |
Participant health characteristics | |||
History of Osteoporosis | |||
Normal | 320 (16.04%) | 1675 (83.96%) | < 0.001 |
Osteopenia | 206 (26.68%) | 566 (73.32%) | |
Osteoporosis | 123 (19.46%) | 509 (80.54%) | |
Self-rated Health | |||
Poor | 17 (17.17%) | 82 (82.83%) | 0.007 |
Fair | 68 (15.96%) | 358 (84.04%) | |
Good | 215 (17.68%) | 1001 (82.32%) | |
Very good | 245 (19.84%) | 990 (80.16%) | |
Excellent | 104 (24.94%) | 313 (75.06%) | |
Number of Chronic Conditions | |||
None | 305 (19.28%) | 1277 (80.72%) | 0.485 |
1–2 | 313 (19.31%) | 1308 (80.69%) | |
> 2 | 31 (15.82%) | 165 (84.18%) | |
Provider characteristics | |||
Intervention | |||
Intervention | 316 (17.86%) | 1453 (82.14%) | 0.057 |
Usual care | 333 (20.43%) | 1297 (79.57%) | |
Patient Provider’s Gender | |||
Male | 208 (16.72%) | 1036 (83.28%) | 0.007 |
Female | 441 (20.46%) | 1714 (79.54%) | |
Gender of patient and provider | |||
Female providers and female patients | 398 (21.37%) | 1464 (78.63%) | 0.001 |
Female providers and male patients | 43 (14.68%) | 250 (85.32%) | |
Male providers and male patients | 70 (19.13%) | 296 (80.87%) | |
Male providers and female patients | 138 (15.72%) | 740 (84.28%) |
Unadjusted associations with web portal use
Method of learning of DXA result
Characteristic | Web portal only, N (%) = 192 (29.6%) | Web portal first, N (%) = 230 (35.4%) | Web portal, but not first method reported, N (%) = 227 (35.0%) | P-value |
---|---|---|---|---|
Demographics | ||||
Site | ||||
UI | 117 (30.39%) | 132 (34.29%) | 136 (35.32%) | 0.742 |
KPGA | 75 (28.41%) | 98 (37.12%) | 91 (34.47%) | |
Age | ||||
Mean (SD) | 64.9 (8.2) | 64.1 (7.1) | 64.3 (7.2) | 0.503 |
< 65 | 91 (29.07%) | 113 (36.1%) | 109 (34.82%) | 0.290 |
65–74 | 74 (27.41%) | 99 (36.67%) | 97 (35.93%) | |
> 75 | 27 (40.91%) | 18 (27.27%) | 21 (31.82%) | |
Gender of Patient | ||||
Male | 35 (30.97%) | 37 (32.74%) | 41 (36.28%) | 0.804 |
Female | 157 (29.29%) | 193 (36.01%) | 186 (34.7%) | |
Race | ||||
White | 171 (30%) | 202 (35.44%) | 197 (34.56%) | 0.777 |
Non-white | 21 (26.58%) | 28 (35.44%) | 30 (37.97%) | |
Education | ||||
High school or less | 28 (31.82%) | 30 (34.09%) | 30 (34.09%) | 0.907 |
Some college | 53 (26.9%) | 70 (35.53%) | 74 (37.56%) | |
Completed college | 47 (29.94%) | 60 (38.22%) | 50 (31.85%) | |
Graduate school | 63 (30.88%) | 69 (33.82%) | 72 (35.29%) | |
Patient health personal characteristics | ||||
Health Literacy | ||||
Low | 13 (24.07%) | 19 (35.19%) | 22 (40.74%) | 0.560 |
High | 178 (30.07%) | 210 (35.47%) | 204 (34.46%) | |
Subjective Numeracy | ||||
Low | 51 (31.88%) | 60 (37.5%) | 49 (30.63%) | 0.707 |
Medium | 61 (28.64%) | 77 (36.15%) | 75 (35.21%) | |
High | 79 (28.94%) | 92 (33.7%) | 102 (37.36%) | |
Patient Activation Score | ||||
Level 1 (0–42.5) | 24 (48%) | 16 (32%) | 10 (20%) | 0.031 |
Level 2 (47.4–52.9) | 24 (24%) | 36 (36%) | 40 (40%) | |
Level 3 (56.4–66.0) | 92 (30.46%) | 99 (32.78%) | 111 (36.75%) | |
Level 4 (68.5–100) | 51 (26.29%) | 78 (40.21%) | 65 (33.51%) | |
Krantz Information Scale | ||||
Low | 48 (29.27%) | 50 (30.49%) | 66 (40.24%) | 0.385 |
Medium | 67 (28.39%) | 87 (36.86%) | 82 (34.75%) | |
High | 77 (31.3%) | 92 (37.4%) | 77 (31.3%) | |
Krantz Behavioral Scale | ||||
Low | 51 (27.27%) | 63 (33.69%) | 73 (39.04%) | 0.652 |
Medium | 61 (31.61%) | 69 (35.75%) | 63 (32.64%) | |
High | 78 (29.89%) | 97 (37.16%) | 86 (32.95%) | |
Participant health characteristics | ||||
History of Osteoporosis | ||||
Normal | 94 (29.38%) | 107 (33.44%) | 119 (37.19%) | 0.713 |
Osteopenia | 63 (30.58%) | 74 (35.92%) | 69 (33.5%) | |
Osteoporosis | 35 (28.46%) | 49 (39.84%) | 39 (31.71%) | |
Self-rated Health | ||||
Poor | 5 (29.41%) | 5 (29.41%) | 7 (41.18%) | 0.488 |
Fair | 26 (38.24%) | 20 (29.41%) | 22 (32.35%) | |
Good | 64 (29.77%) | 84 (39.07%) | 67 (31.16%) | |
Very good | 73 (29.8%) | 84 (34.29%) | 88 (35.92%) | |
Excellent | 24 (23.08%) | 37 (35.58%) | 43 (41.35%) | |
Number of Chronic Conditions | ||||
None | 86 (28.2%) | 112 (36.72%) | 107 (35.08%) | 0.573 |
1–2 | 93 (29.71%) | 108 (34.5%) | 112 (35.78%) | |
> 2 | 13 (41.94%) | 10 (32.26%) | 8 (25.81%) | |
Provider characteristics | ||||
Intervention Assignment | ||||
Intervention | 88 (27.85%) | 121 (38.29%) | 107 (33.86%) | 0.323 |
Usual care | 104 (31.23%) | 109 (32.73%) | 120 (36.04%) | |
Patient Provider’s Gender | ||||
Male | 68 (32.69%) | 68 (32.69%) | 72 (34.62%) | 0.435 |
Female | 124 (28.12%) | 162 (36.73%) | 155 (35.15%) | |
Gender of patient and provider | ||||
Female providers and female patients | 114 (28.64%) | 145 (36.43%) | 139 (34.92%) | 0.799 |
Female providers and male patients | 10 (23.26%) | 17 (39.53%) | 16 (37.21%) | |
Male providers and male patients | 25 (35.71%) | 20 (28.57%) | 25 (35.71%) | |
Male providers and female patients | 43 (31.16%) | 48 (34.78%) | 47 (34.06%) |
Adjusted associations with web portal use
Characteristic | AOR (95% CI) | P-value |
---|---|---|
Demographics | ||
KP (vs. UI) Site | 0.39 (0.31, 0.48)* | < 0.001 |
Age by category | ||
< 65 | 1.02 (0.83, 1.25) | 0.867 |
65–74 | 1 [Reference] | – |
≥ 75 | 0.67 (0.49, 0.91)* | 0.011 |
Female (vs. male) patient | 0.80 (0.62, 1.05) | 0.105 |
Non-White (vs. White) race | 0.81 (0.61, 1.08) | 0.146 |
Educational level | ||
High school graduate or less | 1 [Reference] | – |
Attended college | 1.56 (1.18, 2.08)* | 0.002 |
Completed college | 1.55 (1.14, 2.11)* | 0.005 |
Attended graduate school | 1.81 (1.32, 2.47)* | < 0.001 |
Patient health mindset characteristics | ||
Higher health literacy | 1.5 (1.09, 2.07)* | 0.014 |
Subjective numeracy | ||
Higher numeracy | 1.19 (0.96, 1.49) | 0.114 |
Medium numeracy | 1 [Reference] | – |
Lower numeracy | 0.91 (0.71, 1.16) | 0.442 |
Patient Activation Score | ||
Level 1 (0–42.5) | 1 [Reference] | – |
Level 2 (47.4–52.9) | 1.17 (0.79, 1.73) | 0.428 |
Level 3 (56.4–66.0) | 1.36 (0.96, 1.93) | 0.085 |
Level 4 (68.5–100) | 1.45 (1.00, 2.11) | 0.053 |
Information-seeking in health care | ||
Higher level | 0.89 (0.72, 1.11) | 0.316 |
Medium level | 1 [Reference] | – |
Lower level | 0.79 (0.63, 1) | 0.054 |
Behavioral involvement in health care | ||
Higher level | 1.23 (0.98, 1.53) | 0.074 |
Medium level | 1 [Reference] | – |
Lower level | 0.88 (0.70, 1.11) | 0.275 |
Health characteristics | ||
History of Osteoporosis | ||
Normal | 1 [Reference] | – |
Osteopenia | 1.45 (1.16, 1.81)* | 0.001 |
Osteoporosis | 1.12 (0.87, 1.44) | 0.388 |
Self-rated Health | ||
Poor | 0.72 (0.39, 1.31) | 0.278 |
Fair | 0.94 (0.68, 1.29) | 0.703 |
Good | 1 [Reference] | – |
Very good | 0.94 (0.76, 1.18) | 0.607 |
Excellent | 1.08 (0.80, 1.45) | 0.633 |
Number of Chronic Conditions | ||
None | 1 [Reference] | – |
1–2 | 0.92 (0.76, 1.12) | 0.426 |
> 2 | 0.70 (0.45, 1.08) | 0.108 |
Provider characteristics | ||
Intervention patient | 0.84 (0.70, 1.00) | 0.054 |
Female Provider | 0.92 (0.72, 1.17) | 0.486 |
Same Gender of Patient and Provider | 1.41 (1.10, 1.80)* | 0.006 |