Table 1: Characteristics of studies using routinely collected health data (RCD studies)
CharacteristicNo. (%) of RCD studies*p value
All studies
n = 337
Studies with existing RCTs†
n = 231
Studies without existing RCTs
n = 106
Publication year, median (IQR)2008 (2006-2009)2008 (2007-2009)2008 (2005-2009)0.4
Type of condition/disease/specialty0.06
Chronic kidney disease10 (3.0)4 (1.7)6 (5.7)
Cardiovascular disease213 (63.2)155 (67.1)58 (54.7)
Cancer39 (11.6)26 (11.3)13 (12.3)
Diabetes mellitus8 (2.4)6 (2.6)2 (1.9)
Pediatrics3 (0.9)3 (1.3)0
Pregnancy1 (0.3)1 (0.4)0
Psychiatry11 (3.3)8 (3.5)3 (2.8)
Pulmonology10 (3.0)6 (2.6)4 (3.8)
Surgery10 (3.0)4 (1.7)6 (5.7)
Transplantation15 (4.5)6 (2.6)9 (8.5)
Other17 (5.0)12 (5.2)5 (4.7)
Type of treatment< 0.001
Coronary revascularization94 (27.9)74 (32.0)20 (18.9)
Devices9 (2.7)3 (1.3)6 (5.7)
Drugs162 (48.1)124 (53.7)38 (35.8)
Radiation10 (3.0)5 (2.2)5 (4.7)
Surgery‡35 (10.4)15 (6.5)20 (18.9)
Different types§8 (2.4)3 (1.3)5 (4.7)
Other19 (5.6)7 (3.0)12 (11.3)
Type of comparator0.2
Active intervention175 (51.9)125 (54.1)50 (47.2)
Usual care162 (48.1)106 (45.9)56 (52.8)
Type of routine data0.6
Registry data217 (64.4)147 (63.6)70 (66.0)
Administrative data46 (13.6)34 (14.7)12 (11.3)
EMR/EHR7 (2.1)6 (2.6)1 (0.9)
Other67 (19.9)44 (19.0)23 (21.7)

Note: EHR = electronic health record, EMR = electronic medical record, IQR = interquartile range, RCT = randomized controlled trial.

*Unless stated otherwise.

†Studies in which RCTs (or meta-analyses or systematic reviews of RCTs) on the same research question were mentioned or cited, or cases where at least 1 previous RCT was identified in the literature searches.

‡Excludes coronary artery bypass graft surgery, which is included under coronary revascularization.

§Comparison of different types of interventions (e.g., drug therapy v. radiation).