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. 2021 Dec 23;23(12):e26323. doi: 10.2196/26323

Table 3.

Characteristics of the included studies.

Study number Reference Country Sample size Period Main outcomes
1 Adler-Milstein et al [24] United States 191 hospitals 2 years EHRa adoption is associated with better performance in terms of payment and length of stay in well-run institutions. EHR adoption may be associated with worse performance in poorly run institutions.
2 Adler-Milstein et al [25] United States 2591 hospitals (2011) 4 years Degree of EHR adoption is positively correlated with process adherence, patient satisfaction, and efficiency.
3 Castellanos et al [26] Germany Not indicated 6 years Small increase in profit in the year after the introduction of the patient data management system.
4 DesRoches et al [27] United States 3049 hospitals 6 months Presence of clinical decision support is associated with small quality gains. No relationship between EHR level and overall risk-adjusted length of stay, risk-adjusted 30-day readmission rates, and risk-adjusted inpatient costs.
5 Elnahal et al [28] United States 3101 hospitals 9 months Higher rates of adoption of key EHR functions among high-quality hospitals.
6 Encinosa and Bae [29] United States 2619 hospitals 1 year EMRsb do not reduce the rate of patient safety events. In case of patient safety events, EMRs reduce deaths, readmissions, and spending.
7 Feblowitz et al [30] United States Not indicated 2 years Length of stay increased after implementation of an electronic documentation. Mean time to disposition for admitted patients remained stable.
8 Furukawa et al [31] United States 5066 hospitals 10 years Advanced EMR applications may increase hospital costs and nurse staffing levels, as well as increase complications and decrease mortality for some conditions.
9 Furukawa et al [32] United States 509 hospitals 5 years Nurse-sensitive patient outcomes improved. EMR implementation may be associated with reduced demand for nurses.
10 Himmelstein et al [33] United States 4000 hospitals 6 years Hospital computerization has not achieved savings on clinical or administrative costs. More computerized hospitals might have a slight quality advantage for some conditions.
11 Jarvis et al [34] United States 2988 hospitals 1 year Most advanced EHRs have the greatest payoff in improving clinical process of care scores.
12 Jones et al [35] United States 6057 hospitals 4 years Availability of basic EHR is associated with a significant increase in health care quality for heart failure.
13 Joynt et al [36] United States 1236 hospitals 4 years Patients with stroke are more likely to receive guideline-driven components of care at hospitals with EHRs. Patients are slightly less likely to have a hospital stay longer than 4 days at hospitals with EHRs.
14 Kazley et al [37] United States 1000 hospitals 1 year In hospitals with advanced EHRs, patient costs are less compared with hospitals without advanced EHRs.
15 Lee et al [38] United States 708 hospitals 8 years Hospitals adopting EMRs experience shorter length of stay and lower 30-day mortality.
16 McCullough et al [39] United States 3401 hospitals 4 years Use of EHRs results in improvements in process-of-care measures for patients with heart failure or pneumonia.
17 Nakagawa et al [40] Japan Not indicated 7 years EMR may decrease medical risks, but profitability does not rise more than the investments.
18 Schenarts et al [41] United States Not indicated 40 months Implementation of the EMR is associated with an improvement in several complications and process measures.
19 Teufel et al [42] United States 2307 hospitals 1 year Advanced-stage EMR is associated with greater costs per case.
20 van Poelgeest et al [43] Netherlands 67 hospitals 1 year No statistically significant association between a hospital’s EMR adoption and an overall quality or safety performance.
21 Xue et al [44] China 251 physicians and 298,760 patient visits 5 years Length of stay declines and mortality rate decreases with EMR. An EMR has no positive effect on patient costs.
22 Yanamadala et al [45] United States 448,767 patients 1 year Patients at hospitals with full EHR have the lowest rates of inpatient mortality, readmissions, and patient safety indicators.
23 Zlabek et al [46] United States Not indicated Not indicated Implementation of an inpatient EHR results in a rapid improvement in measures of cost of care.

aEHR: electronic health record.

bEMR: electronic medical record.