Table 1.
Reference | Country | Number of hospitals (bed size) | Financial status | Type of hospital | Setting in hospital | Baseline error rate, % a | Developer of CPOE system | Use of CPOE | CDSS b | Study design | Event detection methods c |
---|---|---|---|---|---|---|---|---|---|---|---|
Bizovi et al., 2002 [49] |
USA |
1 (560) |
Public |
Academic |
ED |
3.6 (visits) |
Commercial (EmSTAT; CyberPlus) |
Mandatory |
Noned |
Pre/post |
Routine pharmacist review of medication orders |
Franklin et al., 2009 [50-52] |
UK |
1 (-) |
(Probably public) |
Academic |
General surgery ward |
64.9 |
Commercial (ServeRx V.1:13; MDG Medical) |
Mandatory |
None |
Pre/post |
Routine pharmacist review of medication orders, medical record review, and incident reporting |
Shawahna et al., 2011 [53] |
Pakistan |
1 (1280) |
Public |
Academic |
2 medical wards |
83.8 |
Homegrown |
Mandatory |
None |
Pre/post |
Medical record review (R) |
Shulman et al., 2005 [54] |
UK |
1 (-) |
Public |
Academic |
General ICU |
41.1 |
Commercial (QS 5.6 Clinical Information System; GE Healthcare) |
Not stated |
None |
Pre/post |
Routine pharmacist review of medication orders |
Leung et al., 2012 [11] |
USA |
6 (100 to 300 each) |
– |
Community |
Hospital-wide |
42.3 |
Commercial (not stated) |
Not stated |
Present |
Pre/post |
Medical record and order review (B, R) |
Wess et al., 2007 [55],[56] |
USA |
2 (665 and 555) |
Private |
Academic, Community |
General surgery, Orthopedic/neurosurgical units |
– |
Commercial (LastWord®; GE, formerly IDX) |
Mandatory (n = 1) and voluntary (n = 1) |
Present |
Pre/post |
Routine pharmacist review of medication orders, with changes signed by MD |
Taylor et al., 2002 [57]e |
USA |
3 (1000 in total) |
Private |
Academic |
Hospital-wide |
– |
Not stated |
Not stated |
Present |
Pre/post |
Quarterly review of subset of medication orders |
Barron et al., 2006 [58] |
USA |
1 (525) |
Private |
Academic |
Hospital-wide |
10.4 |
Homegrown |
Mandatory |
Basic |
Pre/post |
Routine pharmacist review of medication orders |
Bates et al., 1998 [59] |
USA |
1 (726) |
Private |
Academic |
2 medical and 2 surgical wards, 2 ICUs |
4.9 |
Homegrown |
Mandatory |
Basic |
Pre/post |
Medical record review and other means (B, R) |
Van Doormal et al., 2009 [60] |
The Nether-lands |
2 (1300 and 600) |
– |
Academic |
2 medical wards at each hospital |
99.9 |
Commercial (Medicator®; iSoft), Partly Homegrown (Theriak®), |
Mandatory |
Basic |
Pre/post |
Medical record and order review |
Westbrook et al., 2012 [61] |
Australia |
2 (400 and 326) |
– |
Academic |
4 medical wards at one hospital; 1 cardiology and 1 psychiatry unit at the other hospital |
99.7 |
Commercial (Millenium Power Orders; Cerner and MedChart; iSoft) |
Exceptions allowed |
Basic |
Differences in differences |
Routine pharmacist review of medication orders (R) |
Weant et al., 2007 [62]e |
USA |
1 (489) |
Public |
Academic |
Neurosurgical ICU |
– |
Not stated |
Not stated |
Moderated |
Pre/post |
Routine pharmacist review of medication orders, incident reporting |
Bates et al., 1999 [63] |
USA |
1 (700) |
Private |
Academic |
2 medical wards and 1 ICU |
47.3 |
Homegrown |
Mandatory |
Moderate |
Pre/post |
Medical record and order review plus other means |
Colpaert et al., 2006 [64] |
Belgium |
1 (-) |
– |
Academic |
3 units within a surgical ICU |
98.0 |
Commercial (Centricity Critical Care Clinisoft; GE Healthcare Europe) |
Mandatory |
Moderate |
Comparison of similar units |
Routine pharmacist review of medication orders (B) |
Mahoney et al., 2007 [65] |
USA |
2 (247 and 719) |
Private |
Academic |
Hospital-wide |
– |
Commercial (Siemens Medical Solutions CPOE; Siemens Medical Solutions Health Services Corp) |
Exceptions allowed |
Moderate |
Pre/post |
Routine pharmacist review of medication orders, with changes accepted by MD; incident reporting |
Oliven et al., 2005 [66] |
Israel |
1 (450) |
Public |
Academic |
Pulmonary service |
62.1 |
Homegrown |
Not stated |
Moderate |
Compare similar units |
Medical record and order review |
Igboechi et al., 2003 [67]e |
USA |
1 (350) |
Private |
Community |
Hospital-wide |
– |
Commercial (Ulticare System Database; Per Se Technologies |
Mandatory |
Moderate |
Pre/post |
Routine pharmacist review of medication orders |
Aronsky et al., 2007 [68,69] |
USA |
1 (658) |
Private |
Academic |
ED |
99.8 (visits) |
Homegrown (WizOrder, later commercial-ized as Horizon Expert Orders; McKesson) |
Not stated |
Advancedd |
Pre/post |
Routine pharmacist review of medication orders |
Mendendez et al., 2012 [70] | Spain | 1 (200) | – | Academic | Hospital-wide | 5.0 | Commercial (Selene; Siemens) | Not stated | Advanced d | Pre/post | Trigger tool medical record review, incident reporting, and other means |
CDSS, Clinical Decision Support Systems; CPOE, computerized provider order entry; ED, emergency department; ICU, intensive care unit.
aPercentage of hospitalizations (or emergency department visits, where noted).
bNone = no clinical decision support system; basic = checks for drug-allergy and drug-drug interaction; moderate = basic plus at least one additional clinical decision support function; advanced = moderate plus additional capabilities [71].
cT = paper described training of reviewers; B = paper described blinding of reviewers to baseline versus CPOE conditions; R = Paper described methods for assessing reviewer reliability. If none of symbols appear, these were not described.
dInformation on CDSS obtained by contacting authors.
eOmitted from pooled effect calculations due to lack of data related to estimating variance.