| Literature DB >> 31533717 |
Stephanie Edmonds1,2, Yiyue Lou3, Brandi Robinson4, Peter Cram5,6, Douglas W Roblin7, Nicole C Wright8, Kenneth Saag9, Fredric D Wolinsky10,11,12.
Abstract
BACKGROUND: Sharing test results with patients via patient web portals is a new trend in healthcare. No research has been done examining patient web portal use with bone density test results. The objective of our study was to identify patient characteristics associated with the use of patient web portals to view their bone density test results.Entities:
Mesh:
Year: 2019 PMID: 31533717 PMCID: PMC6751667 DOI: 10.1186/s12911-019-0904-y
Source DB: PubMed Journal: BMC Med Inform Decis Mak ISSN: 1472-6947 Impact factor: 2.796
Characteristics of those viewing DXA results via web portal vs. those not viewing DXA results via web portal among patients reported knowing their DXA results (N = 3399)
| Characteristic | Viewed DXA results via web portal, | Did not view DXA results via web portal | |
|---|---|---|---|
| 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%) | |
Characteristics of web portal users who first learned their DXA results through different sources (N = 649)
| Characteristic | Web portal only, | Web portal first, | Web portal, but not first method reported, N (%) = 227 (35.0%) | |
|---|---|---|---|---|
| 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%) | |
Multivariable logistic regression of patient web portal use
| Characteristic | AOR (95% CI) | |
|---|---|---|
| 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 |
*indicates significance of p=0.05 or less