| Literature DB >> 23975239 |
Serena A Luchenski1, Julie E Reed, Cicely Marston, Chrysanthi Papoutsi, Azeem Majeed, Derek Bell.
Abstract
BACKGROUND: The development and implementation of electronic health records (EHRs) remains an international challenge. Better understanding of patient and public attitudes and the factors that influence overall levels of support toward EHRs is needed to inform policy.Entities:
Keywords: electronic health records; health care delivery; patient attitudes; policy; research
Mesh:
Year: 2013 PMID: 23975239 PMCID: PMC3758045 DOI: 10.2196/jmir.2701
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Summary statistics of final analysis sample by sociodemographics, health, and health care use characteristics (N=2857).
| Variable | n (%) | |
|
| ||
|
| 18-24 | 226 (7.91) |
|
| 25-34 (base) | 757 (26.50) |
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| 35-44 | 614 (21.49) |
|
| 45-54 | 444 (15.54) |
|
| 55-64 | 334 (11.69) |
|
| 65-74 | 294 (10.29) |
|
| 75+ | 188 (6.58) |
|
|
|
|
|
| Female (base) | 1700 (59.50) |
|
| Male | 1157 (40.50) |
|
| ||
|
| White British (base) | 1602 (56.07) |
|
| White Non-British | 583 (20.41) |
|
| Black British | 207 (7.25) |
|
| Asian British | 229 (8.02) |
|
| Mixed | 93 (3.26) |
|
| Other | 143 (5.01) |
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| ||
|
| None | 145 (5.08) |
|
| GCSE | 319 (11.17) |
|
| A-Level | 288 (10.08) |
|
| Vocational Qualification | 335 (11.73) |
|
| Degree | 1062 (37.17) |
|
| Higher Degree (base) | 708 (24.78) |
|
| ||
|
| GP (base) | 953 (33.36) |
|
| Outpatient | 1904 (66.64) |
|
| ||
|
| 0-2 visits (base) | 1041 (36.44) |
|
| 3-5 visits | 998 (34.93) |
|
| 6-9 visits | 459 (16.07) |
|
| 10 plus visits | 359 (12.57) |
|
| ||
|
| None (base) | 1007 (35.25) |
|
| At least one condition | 1850 (64.75) |
Figure 1Respondents’ overall preferences for the development of a national electronic health records system and their views on the use of complete or partial records for health care purposes, and identifiable or anonymized records for health services planning and policy, and health research (N=2857).
Relationship between overall support for a national EHR system and views about the use of EHRs for personal health care, health services planning and policy, and health research, with Chi square (χ ) tests used to test for statistical significance (N=2857).
|
| Support for a national EHR system | ||||||
|
| Yes | Undecided | No | Total |
|
| |
|
| |||||||
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| Complete record | 1484 (83.14) | 373 (46.74) | 50 (18.25) | 1907 (66.75) |
|
|
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| Partial record | 268 (15.01) | 323 (40.48) | 65 (23.72) | 656 (22.96) |
|
|
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| Neither record | 33 (1.84) | 102 (12.78) | 159 (58.03) | 294 (10.29) |
|
|
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| Total | 1785 (100.00) | 798 (100.00) | 274 (100.00) | 2857 (100.00) | 1107 | <.001 |
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| |||||||
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| With identifiers | 451 (25.27) | 96 (12.03) | 20 (7.30) | 567 (19.85) |
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|
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| Without identifiers | 1165 (65.27) | 461 (57.77) | 81 (29.56) | 1707 (59.75) |
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|
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| Neither record | 169 (9.47) | 241 (30.20) | 173 (63.14) | 583 (20.41) |
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|
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| Total | 1785 (100.00) | 798 (100.00) | 274 (100.00) | 2857 (100.00) | 511 | <.001 |
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| |||||||
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| With identifiers | 338 (18.94) | 62 (7.77) | 8 (2.92) | 408 (14.28) |
|
|
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| Without identifiers | 1279 (71.65) | 538 (67.42) | 100 (36.50) | 1917 (67.10) |
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|
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| Neither record | 168 (9.41) | 198 (24.81) | 166 (60.58) | 532 (18.62) |
|
|
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| Total | 1785 (100.00) | 798 (100.00) | 274 (100.00) | 2857 (100.00) | 467 | <.001 |
Relative risks (RR) indicating associations between overall support for a national EHR system and sociodemographic, health, and health care use characteristics. Multinomial logistic regression model comparing those that would support the development of EHRs overall (base=Yes), compared with those who are undecided and those who would not support EHRs; P values and 95% CI adjusted for clustering by sampling site (N=2857).
|
| Overall views on the development of a national EHR systema (base: In favor) | ||||||||
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| Undecided |
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| Against |
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| Respondent characteristics | Adjusted RR | 95% CI |
| Adjusted RR | 95% CI |
| |||
|
| |||||||||
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| 18-24 | 1.59 | (1.13, 2.24) | .008 | 1.56 | (0.83, 2.92) | .17 | ||
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| 35-44 | 1.02 | (0.79, 1.31) | .90 | 1.66 | (1.17, 2.34) | .004 | ||
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| 45-54 | 1.19 | (0.94, 1.51) | .14 | 2.29 | (1.39, 3.77) | <.001 | ||
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| 55-64 | 1.49 | (1.09, 2.03) | .01 | 2.60 | (1.70, 3.98) | <.001 | ||
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| 65-74 | 0.84 | (0.58, 1.23) | .37 | 2.53 | (1.51, 4.22) | <.001 | ||
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| 75+ | 0.97 | (0.65, 1.46) | .89 | 2.86 | (1.83, 4.47) | <.001 | ||
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| Male | 0.68 | (0.59, 0.79) | <.001 | 0.88 | (0.67, 1.15) | .36 | ||
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| |||||||||
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| White non-British | 1.14 | (0.93, 1.40) | .22 | 1.00 | (0.75, 1.32) | .98 | ||
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| Black British | 1.96 | (1.34, 2.86) | <.001 | 3.72 | (2.33, 5.94) | <.001 | ||
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| Asian British | 1.43 | (1.03, 1.99) | .03 | 1.37 | (0.88, 2.14) | .17 | ||
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| Mixed | 1.40 | (0.97, 2.04) | .08 | 1.07 | (0.55, 2.09) | .85 | ||
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| Other | 1.23 | (0.80, 1.90) | .35 | 1.18 | (0.79 ,1.78) | .42 | ||
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| |||||||||
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| None | 1.58 | (1.03, 2.44) | .04 | 1.25 | (0.60, 2.57) | .55 | ||
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| GCSE | 1.96 | (1.40, 2.75) | <.001 | 1.27 | (0.75, 2.16) | .38 | ||
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| A-Level | 1.51 | (1.08,2.10) | .02 | 1.00 | (0.56, 1.77) | 1.00 | ||
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| Vocational | 1.51 | (1.20, 1.90) | <.001 | 0.85 | (0.47, 1.55) | .59 | ||
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| Degree | 1.29 | (1.05, 1.59) | .02 | 0.93 | (0.76, 1.14) | .48 | ||
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| Outpatient clinic | 1.21 | (1.08, 1.36) | <.001 | 1.13 | (0.86, 1.48) | .38 | ||
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| 3-5 visits | 0.93 | (0.76, 1.15) | .51 | 0.80 | (0.60, 1.05) | .11 | ||
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| 6-9 visits | 0.86 | (0.67, 1.09) | .21 | 0.67 | (0.40, 1.12) | .13 | ||
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| 10 plus visits | 0.69 | (0.60, 0.79) | <.001 | 1.21 | (0.71, 2.06) | .49 | ||
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| At least 1 condition | 1.21 | (0.92, 1.58) | .17 | 1.35 | (0.93, 1.95) | .11 | ||
aThe questionnaire asked: Overall, are you in favor of the development of a national electronic health records system? (“Yes”; “No”; “Undecided”).
Support for EHR: Univariable logistic regression of missing data by respondent characteristics (N=5331).
| Variable | Missing (%) | Odds ratio | 95% CI |
| |||
|
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| 799 (14.99) |
|
|
| ||
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| 18-24 |
| 0.87 | (0.67, 1.15) | .33 | ||
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| 35-44 |
| 0.95 | (0.81, 1.13) | .56 | ||
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| 45-54 |
| 0.90 | (0.71, 1.13) | .36 | ||
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| 55-64 |
| 0.95 | (0.81, 1.13) | .58 | ||
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| 65-74 |
| 0.97 | (0.77, 1.21) | .78 | ||
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| 75+ |
| 0.87 | (0.68, 1.11) | .25 | ||
|
|
| 611 (11.46) |
|
|
| ||
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| Male |
| 1.10 | (0.96, 1.27) | .17 | ||
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|
| 1109 (20.80) |
|
|
| ||
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| White non-British |
| 1.14 | (1.00, 1.31) | .047 | ||
|
| Black British |
| 0.62 | (0.51 ,0.75) | <.001 | ||
|
| Asian British |
| 0.71 | (0.53, 0.94) | .02 | ||
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| Mixed |
| 0.86 | (0.68, 1.10) | .23 | ||
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| Other |
| 0.77 | (0.56, 1.05) | .10 | ||
|
|
| 833 (15.63) |
|
|
| ||
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| None |
| 0.61 | (0.49, 0.75) | <.001 | ||
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| GCSE |
| 0.90 | (0.78, 1.03) | .13 | ||
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| A-Level |
| 0.76 | (0.61, 0.94) | .01 | ||
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| Vocational qualification |
| 0.87 | (0.65, 1.16) | .33 | ||
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| Degree |
| 0.91 | (0.78, 1.06) | .21 | ||
|
|
| 0 (0) |
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|
| ||
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| Outpatient |
| 1.01 | (0.86, 1.20) | .87 | ||
|
|
| 686 (12.87) |
|
|
| ||
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| 3-5 visits |
| 1.16 | (1.05, 1.29) | .003 | ||
|
| 6-9 visits |
| 1.48 | (1.27, 1.74) | <.001 | ||
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| 10 plus visits |
| 1.17 | (0.97, 1.41) | .10 | ||
|
|
| 1103 (20.69) |
|
|
| ||
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| At least 1 condition |
| 0.68 | (0.58, 0.81) | <.001 | ||
|
|
| 584 (10.95) |
|
|
| ||
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| Undecided |
| 0.67 | (0.59, 0.74) | <.001 | ||
|
| No |
| 0.43 | (0.36, 0.50) | <.001 | ||
|
|
| 499 (9.36) |
|
|
| ||
|
| Partial record |
| 0.71 | (0.59, 0.84) | <.001 | ||
|
| No |
| 0.43 | (0.37, 0.51) | <.001 | ||
|
|
| 566 (10.62) |
|
|
| ||
|
| With identifiers |
| 0.78 | (0.68, 0.90) | .001 | ||
|
| No |
| 0.56 | (0.49, 0.65) | <.001 | ||
|
|
| 599 (11.24) |
|
|
| ||
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| With identifiers |
| 0.78 | (0.68, 0.89) | <.001 | ||
|
| No |
| 0.50 | (0.44, 0.58) | <.001 | ||