| Literature DB >> 26369254 |
Debra L Boeldt1, Nathan E Wineinger, Jill Waalen, Shreya Gollamudi, Adam Grossberg, Steven R Steinhubl, Anna McCollister-Slipp, Marc A Rogers, Carey Silvers, Eric J Topol.
Abstract
BACKGROUND: As a result of the digital revolution coming to medicine, a number of new tools are becoming available and are starting to be introduced in clinical practice.Entities:
Keywords: digital revolution; electronic health record; healthcare; medical technology; mobile health; physician and consumer attitudes
Mesh:
Year: 2015 PMID: 26369254 PMCID: PMC4642377 DOI: 10.2196/jmir.4456
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Characteristics of providers and consumers.
| Characteristics | Provider (N=1406), | Consumer (N=1102), |
| |
| Sex (% female) | 704 (50.01) | 776 (70.42) | <.001a | |
|
| <.001a | |||
|
| 20-29 | 228 (16.21) | 40 (3.63) |
|
|
| 30-39 | 323 (22.97) | 41 (3.72) |
|
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| 40-49 | 311 (22.12) | 119 (10.80) |
|
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| 50-59 | 332 (23.61) | 296 (26.86) |
|
|
| 60-69 | 175 (12.45) | 373 (33.85) |
|
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| 70+ | 37 (3.63) | 233 (21.14) |
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| Fiscally conservative, but socially liberal |
| 159 (14.43) |
|
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| Fiscally conservative, socially conservative |
| 253 (22.96) |
|
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| Fiscally liberal, socially conservative |
| 24 (2.18) |
|
|
| Fiscally liberal, socially liberal |
| 118 (10.71) |
|
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| Middle of the road fiscally and socially |
| 341 (30.94) |
|
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| None of the above |
| 207 (18.78) |
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| ||||
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| Some high school |
| 24 (2.18) |
|
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| High school graduate |
| 172 (15.61) |
|
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| Some college |
| 326 (29.58) |
|
|
| College (2 year) |
| 115 (10.44) |
|
|
| College (4 year) |
| 205 (18.60) |
|
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| Postgraduate work |
| 260 (23.59) |
|
|
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|
| Married |
| 616 (55.90) |
|
|
| Domestic partner |
| 51 (4.62) |
|
|
| Never married |
| 134 (12.16) |
|
|
| Divorced/separated |
| 203 (18.42) |
|
|
| Widow |
| 98 (8.89) |
|
|
| ||||
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| Under $16,000 |
| 106 (9.62) |
|
|
| $16,000-29,999 |
| 129 (11.71) |
|
|
| $30,000-44,999 |
| 173 (15.70) |
|
|
| $45,000-64,999 |
| 160 (14.52) |
|
|
| $65,000-79,999 |
| 119 (10.80) |
|
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| $80,000-99,999 |
| 82 (7.44) |
|
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| >$100,000 |
| 159 (14.43) |
|
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| Declined to answer |
| 174 (15.79) |
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| African American/black |
| 82 (7.44) |
|
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| Caucasian/white |
| 835 (75.77) |
|
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| Hispanic (any) |
| 52 (4.72) |
|
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| Other |
| 49 (4.45) |
|
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| Declined to answer |
| 84 (7.62) |
|
aChi-square test.
List of provider occupations, settings, and specialty (N=1406).
| Provider characteristics | n (%) | |
|
| ||
|
| Doctor | 827 (58.82) |
|
| Medical student | 235 (16.71) |
|
| Nurse practitioner | 152 (10.81) |
|
| Physician assistant | 107 (7.61) |
|
| Nurse | 85 (6.05) |
|
| ||
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| Hospital | 326 (23.19) |
|
| Solo/group practice | 311 (22.12) |
|
| Outpatient clinic | 190 (13.51) |
|
| Academic, research, military, government | 157 (11.17) |
|
| Group practice owned by hospital | 149 (10.60) |
|
| Health care organization | 131 (9.32) |
|
| ||
|
| Family medicine | 280 (19.91) |
|
| Internal medicine | 224 (15.93) |
|
| Other specialty | 231 (16.43) |
|
| Pediatrics | 168 (11.95) |
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| Other | 153 (10.88) |
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| Psychiatry | 67 (4.77) |
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| OB/GYN & women’s health | 61 (4.34) |
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| General surgery | 57 (4.05) |
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| Cardiology | 47 (3.34) |
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| Neurology | 47 (3.34) |
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| Emergency medicine | 43 (3.06) |
|
| Hematology/Oncology | 28 (1.99) |
Comparison of survey results between providers and consumers (relative risks [RR] in reference to providers:consumers).
| Survey items | Provider, | Consumer, | RR | RR 95% CI |
| |
|
| <.001 | |||||
|
| Like technology, prefer professional diagnosis | 819 (58.25) | 490 (44.46) | 1.3 | 1.2-1.4 |
|
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| Like technology for diagnosis | 194 (13.80) | 437 (39.66) | 0.70 | 0.66-0.74 |
|
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| Uneasy using technology | 393 (27.95) | 175 (15.88) | 1.2 | 1.1-1.2 |
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| Having a baby | 172 (12.23) | 296 (26.86) | 0.83 | 0.80-0.87 | <.001 |
|
| Diagnose problems in fetus | 117 (8.32) | 207 (18.78) | 0.89 | 0.86-0.92 | <.001 |
|
| Treat disease | 39 (2.77) | 70 (6.35) | 0.96 | 0.95-0.98 | <.001 |
|
| Disease prevention | 80 (5.69) | 73 (6.62) | 0.99 | 0.97-1.0 | .66 |
|
| Treat infections | 228 (16.07) | 122 (10.16) | 1.1 | 1.0-1.1 | <.001 |
|
| Identify drug side effects | 172 (12.23) | 145 (13.16) | 0.99 | 0.96-1.0 | .81 |
|
| Prolong lifespan | 394 (28.02) | 277 (25.14) | 1.0 | 0.99-1.1 | .05 |
|
| Identify cause of death | 209 (14.86) | 172 (15.61) | 0.99 | 0.96-1.0 | .56 |
| Q3. Blood tests using smartphoneb (% No) | 530 (37.70) | 399(36.21) | 1.0 | 0.96-1.1 | .029 | |
|
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| Skin problem | 737 (52.42) | 412 (37.39) | 1.3 | 1.2-1.4 | <.001 |
|
| Heart rate/rhythm | 554 (39.40) | 379 (34.39) | 1.1 | 1.0-1.1 | <.001 |
|
| Eye exam | 983 (69.91) | 565 (51.27) | 1.6 | 1.5-1.8 | <.001 |
|
| Ear exam | 962 (68.42) | 509 (46.19) | 1.7 | 1.6-1.9 | <.001 |
| Q5. Hesitant due to privacy concernsb (% true) | 492 (34.99) | 466 (42.29) | .89 | .83-.95 | .033 | |
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| <.001 | |||||
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| Provider owns records | 613 (43.60) | 258 (23.41) | 1.4 | 1.3-1.4 |
|
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| Patient owns records | 431 (30.65) | 594 (54.90) | 0.66 | 0.62-0.71 |
|
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| Don’t know who owns records | 362 (25.75) | 250 (22.69) | 1.0 | 0.99-1.1 |
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| Patient has right to see all test results | 1339 (95.23) | 1060 (96.19) | 0.80 | 0.55-1.2 | .54 |
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| Patient has right to see all doctors’ notes | 884 (62.87) | 984 (89.29) | 0.29 | 0.24-0.35 | <.001 |
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| Could lead to feeling anxious about results | 136 (9.67) | 724 (65.70) | 0.38 | 0.35-0.41 | <.001 |
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| Could lead to better management of my health | 375 (26.67) | 80 (7.26) | 1.3 | 1.2-1.3 | <.001 |
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| Could lead to requesting unnecessary medical evaluations | 257 (18.28) | 831 (75.41) | 0.30 | 0.28-0.33 | <.001 |
|
| <.001 | |||||
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| Provider should review | 1096 (77.95) | 641 (58.17) | 1.9 | 1.7-2.1 |
|
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| Patients should have access | 182 (12.94) | 377 (34.21) | 0.76 | 0.72-0.79 |
|
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| Doctors review results that may cause concern | 128 (9.10) | 84 (7.62) | 1.0 | 0.99-1.0 |
|
| Q10. Cost medical procedureb (% No) | 718 (51.07) | 549 (49.82) | 1.0 | 0.94-1.1 | .34 | |
| Q11. Right to know full cost of procedureb (% agree) | 1364 (97.01) | 1057 (95.92) | 1.4 | 0.90-2.1 | .13 | |
| Q12. Prices charged by different providersb (% No) | 133 (9.46) | 71 (6.44) | 1.0 | 1.0-1.1 | .40 | |
|
| .039 | |||||
|
| Annual exam is necessary | 837 (59.53) | 683 (61.98) | 0.94 | 0.85-1.0 |
|
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| Alternatives for monitoring health | 456 (32.43) | 340 (30.85) | 1.0 | 0.97-1.1 |
|
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| Annual physical unnecessary | 113 (9.46) | 79 (7.17) | 1.0 | 0.99-1.0 |
|
| Q14. Concern about radiation exposurec, mean (SD) | 4.28 (1.7) | 3.53 (2.0) |
|
| <.001 | |
|
| <.001 | |||||
|
| Must be mastered | 806 (57.33) | 405 (36.75) | 1.5 | 1.4-1.6 |
|
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| It is exciting | 548 (38.98) | 487 (44.19) | 0.91 | 0.86-0.98 |
|
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| It is beyond me | 37 (2.63) | 166 (15.06) | 0.87 | 0.85-0.90 |
|
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| It scares me | 15 (1.07) | 44 (3.99) | 0.97 | 0.96-0.98 |
|
aMultinomial probit regression.
bProbit regression.
cLinear regression.
dAge and gender modeled as covariates.
Figure 1Proportion of responders who believed the patient or provider owned a patient’s medical record (error bars represent 95% confidence intervals).
Figure 2Proportion of responders who believed access to electronic health records would increase anxiety in patients, improve health management, or increase the number of unnecessary medical tests (error bars represent 95% confidence intervals).
Comparison of survey results among health care providers.
| Survey items | Doctor, | Medical student, | Nursesd, |
| |
|
| .03 | ||||
|
| Like technology, prefer professional diagnosis | 434 (52.5) | 154 (65.5) | 231 (67.2) |
|
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| Like technology for diagnosis | 137 (16.6) | 21 (8.9) | 36 (10.5) |
|
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| Uneasy using technology | 256 (31.0) | 60 (25.5) | 77 (22.4) |
|
|
| |||||
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| Having a baby | 112 (13.5) | 23 (9.8) | 37 (10.8) | .58 |
|
| Diagnose problems in fetus | 70 (8.5) | 18 (7.7) | 29 (8.4) | .89 |
|
| Treat disease | 27 (3.3) | 5 (2.1) | 7 (2.0) | .98 |
|
| Disease prevention | 56 (6.8) | 8 (3.4) | 16 (4.7) | .05 |
|
| Treat Infections | 147 (17.8) | 23 (9.8) | 58 (16.9) | .07 |
|
| Identify drug side effects | 102 (12.3) | 21 (8.9) | 49 (14.2) | .65 |
|
| Prolong lifespan | 246 (29.7) | 50 (21.3) | 98 (28.5) | .007 |
|
| Identify cause of death | 132 (16.0) | 30 (12.8) | 47 (13.7) | .63 |
| Q3. Blood tests using smartphoneb (% No) | 303 (36.6) | 92 (39.1) | 135 (39.2) | .22 | |
|
| |||||
|
| Skin problem | 440 (53.2) | 124 (52.8) | 173 (50.3) | .18 |
|
| Heart rate/rhythm | 321 (38.8) | 91 (38.7) | 142 (41.3) | .68 |
|
| Eye exam | 562 (68.0) | 171 (72.8) | 250 (72.7) | .02 |
|
| Ear exam | 553 (66.9) | 161 (68.5) | 248 (72.1) | .62 |
| Q5. Hesitant due to privacy concernsb (% true) | 332 (40.1) | 66 (28.1) | 93 (27.0) | <.001 | |
|
| |||||
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| Provider owns records | 323 (39.1) | 30 (12.8) | 78 (22.7) |
|
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| Patient owns records | 314 (38.0) | 128 (54.5) | 171 (49.7) |
|
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| Don’t know who owns records | 190 (23.0) | 77 (32.8) | 95 (27.6) |
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| Patient has right to see all test results | 790 (95.5) | 223 (94.9) | 326 (94.8) | .49 |
|
| Patient has right to see all doctors’ notes | 532 (64.3) | 117 (49.8) | 235 (68.3) | .03 |
|
| |||||
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| Could lead to feeling anxious about results | 75 (9.1) | 17 (7.2) | 44 (12.8) | .25 |
|
| Could lead to better management of my health | 276 (33.4) | 42 (17.9) | 57 (16.6) | <.001 |
|
| Could lead to requesting unnecessary medical evaluations | 129 (15.6) | 38 (16.2) | 90 (26.2) | .02 |
|
| .29 | ||||
|
| Provider should review | 639 (77.3) | 181 (77.0) | 276 (80.2) |
|
|
| Patients should have access | 122 (14.8) | 23 (9.8) | 37 (10.8) |
|
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| Doctors review results that may cause concern | 66 (8.0) | 31 (13.2) | 31 (9.0) |
|
| Q10. Cost medical procedureb (% No) | 421 (50.9) | 125 (53.2) | 172 (50.0) | .94 | |
| Q11. Right to know full cost of procedureb (% agree) | 803 (97.1) | 228 (97.0) | 333 (96.8) | .89 | |
| Q12. Prices charged by different providersb (% No) | 84 (10.2) | 29 (12.3) | 20 (5.8) | .16 | |
| Q12a. Prepared to compete on priceb (% No) | 362 (43.8) | 101 (43.0) | 102 (29.7) | <.001 | |
|
| .55 | ||||
|
| Annual exam is necessary | 479 (57.9) | 148 (63.0) | 210 (61.0) |
|
|
| Alternatives for monitoring health | 265 (32.0) | 76 (32.3) | 115 (33.4) |
|
|
| Annual physical unnecessary | 83 (10.0) | 11 (4.7) | 19 (5.5) |
|
| Q14. Concern about radiation exposurec, mean (SD) | 4.44 (1.7) | 3.97 (1.6) | 4.10 (1.6) | .003 | |
|
| .31 | ||||
|
| Must be mastered | 478 (57.8) | 128 (54.5) | 200 (58.1) |
|
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| It is exciting | 315 (38.1) | 99 (42.1) | 134 (39.0) |
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| It is beyond me | 26 (3.1) | 4 (1.7) | 7 (2.0) |
|
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| It scares me | 8 (1.0) | 4 (1.7) | 3 (0.9) |
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aMultinomial probit regression.
bProbit regression.
cLinear regression.
dNurses, nurse practitioners, and physician assistants.
dAge and gender modeled as covariates.