Table 2. Features that Contribute to CDSS Recommendation Adherence, by Author.
Citation | Study Type/Number of Studies in Analysis | Features Evaluated | Successful Features (evidence)/Recommendations |
[26] | Systemic Review of Randomized Controlled Trials/n=70 | Integration with charting or order entry | Automatic Provision of decision support as part of clinician workflow; OR 112 (12.9, infinity) |
Computer-based generation of decision support | Provision at time and location of decision making; OR15.4 (1.3, 300.6) | ||
Local user involvement in development | Provision of a recommendation, not just an assessment; OR 7.1 (1.3, 49.0) | ||
Clinician-system interactive features | Computer-based generation of decision support; OR 6.3 (1.2,45) | ||
Automatic Provision of decision support as part of clinician workflow | |||
Provision at time and location of decision making | |||
Request documentation of reason for not following system recommendations | |||
Provision of a recommendation, not just an assessment | |||
Promotion of action rather than inaction | |||
Justification via provision of research evidence/reasoning | |||
Provision of Decision Support results to both clinician and patient | |||
CDSS accompanied by period performance feedback | |||
CDSS accompanied by conventional education | |||
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[8] | Meta-analysis of 91 randomized controlled trials | Integration with charting or order entry | Automatic Provision of decision support as part of clinician workflow; OR 1.45 to 1.85* |
Computer based generation of decision support | Provision at time and location of decision making; OR 1.35 to 1.78* | ||
Local user involvement in development | Provision of a recommendation, not just an assessment; OR 1.5 to 2.01* | ||
Clinician-system interactive features | Integration with charting or order entry; OR 1.47 to 1.67* | ||
Automatic Provision of decision support as part of clinician workflow | No need for additional clinician data entry; OR 1.43 to 1.78* | ||
Provision at time and location of decision making | Promotion of action rather than inaction; OR 1.28 to 1.71* | ||
Request documentation of reason for not following system recommendations | Provision of Decision Support results to both clinician and patient; OR 1.18 to 1.97* | ||
Provision of a recommendation, not just an assessment | Local user involvement in the development process; OR 1.45 to 1.90 | ||
Promotion of action rather than inaction | |||
Justification via provision of research evidence/reasoning | |||
Provision of Decision Support results to both clinician and patient | |||
CDSS accompanied by period performance feedback | |||
CDSS accompanied by conventional education | |||
No need for additional clinician data entry | |||
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[27] | Meta-regression analysis of 162 randomized controlled trials | Primary Factor Set: | Systems providing advice for patients in addition to practitioners; OR 2.77 (1.07 to 7.17) |
Some of study’s authors are also system’s developers | Required practitioners to provide a reason for over-ride; OR 11.23 (1.98 to 63.72) | ||
System provides advice automatically within practitioner’s workflow | Were evaluated by their developers; OR 4.35 (1.66 to 11.44) | ||
System provides advice at time of care | |||
Advice presented in electronic charting or order entry systems | |||
Provides advice for patients | |||
Requires reason for over-ride |
*depends on type of care intervention