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Published in: Implementation Science 1/2011

Open Access 01-12-2011 | Systematic review

Computerized clinical decision support systems for drug prescribing and management: A decision-maker-researcher partnership systematic review

Authors: Brian J Hemens, Anne Holbrook, Marita Tonkin, Jean A Mackay, Lorraine Weise-Kelly, Tamara Navarro, Nancy L Wilczynski, R Brian Haynes, the CCDSS Systematic Review Team

Published in: Implementation Science | Issue 1/2011

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Abstract

Background

Computerized clinical decision support systems (CCDSSs) for drug therapy management are designed to promote safe and effective medication use. Evidence documenting the effectiveness of CCDSSs for improving drug therapy is necessary for informed adoption decisions. The objective of this review was to systematically review randomized controlled trials assessing the effects of CCDSSs for drug therapy management on process of care and patient outcomes. We also sought to identify system and study characteristics that predicted benefit.

Methods

We conducted a decision-maker-researcher partnership systematic review. We updated our earlier reviews (1998, 2005) by searching MEDLINE, EMBASE, EBM Reviews, Inspec, and other databases, and consulting reference lists through January 2010. Authors of 82% of included studies confirmed or supplemented extracted data. We included only randomized controlled trials that evaluated the effect on process of care or patient outcomes of a CCDSS for drug therapy management compared to care provided without a CCDSS. A study was considered to have a positive effect (i.e., CCDSS showed improvement) if at least 50% of the relevant study outcomes were statistically significantly positive.

Results

Sixty-five studies met our inclusion criteria, including 41 new studies since our previous review. Methodological quality was generally high and unchanged with time. CCDSSs improved process of care performance in 37 of the 59 studies assessing this type of outcome (64%, 57% of all studies). Twenty-nine trials assessed patient outcomes, of which six trials (21%, 9% of all trials) reported improvements.

Conclusions

CCDSSs inconsistently improved process of care measures and seldomly improved patient outcomes. Lack of clear patient benefit and lack of data on harms and costs preclude a recommendation to adopt CCDSSs for drug therapy management.
Appendix
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Literature
1.
go back to reference Sim I, Gorman P, Greenes RA, Haynes RB, Kaplan B, Lehmann H, Tang PC: Clinical decision support systems for the practice of evidence-based medicine. J Am Med Inform Assoc. 2001, 8 (6): 527-534. 10.1136/jamia.2001.0080527.PubMedPubMedCentral Sim I, Gorman P, Greenes RA, Haynes RB, Kaplan B, Lehmann H, Tang PC: Clinical decision support systems for the practice of evidence-based medicine. J Am Med Inform Assoc. 2001, 8 (6): 527-534. 10.1136/jamia.2001.0080527.PubMedPubMedCentral
2.
go back to reference Garg AX, Adhikari NK, McDonald H, Rosas-Arellano MP, Devereaux PJ, Beyene J, Sam J, Haynes RB: Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review. JAMA. 2005, 293 (10): 1223-1238. 10.1001/jama.293.10.1223.PubMed Garg AX, Adhikari NK, McDonald H, Rosas-Arellano MP, Devereaux PJ, Beyene J, Sam J, Haynes RB: Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review. JAMA. 2005, 293 (10): 1223-1238. 10.1001/jama.293.10.1223.PubMed
3.
go back to reference Osheroff JA, Pifer EA, Teich JM, Sittig DF, Jenders RA, CDS Expert Review Panel: Improving outcomes with clinical decision support. 2005, Chicago, IL: Healthcare Information & Management Systems Society Osheroff JA, Pifer EA, Teich JM, Sittig DF, Jenders RA, CDS Expert Review Panel: Improving outcomes with clinical decision support. 2005, Chicago, IL: Healthcare Information & Management Systems Society
4.
go back to reference Teich JM, Osheroff JA, Pifer EA, Sittig DF, Jenders RA, CDS Expert Review Panel: Clinical decision support in electronic prescribing: recommendations and an action plan: report of the joint clinical decision support workgroup. J Am Med Inform Assoc. 2005, 12 (4): 365-376. 10.1197/jamia.M1822.PubMedPubMedCentral Teich JM, Osheroff JA, Pifer EA, Sittig DF, Jenders RA, CDS Expert Review Panel: Clinical decision support in electronic prescribing: recommendations and an action plan: report of the joint clinical decision support workgroup. J Am Med Inform Assoc. 2005, 12 (4): 365-376. 10.1197/jamia.M1822.PubMedPubMedCentral
5.
go back to reference Corrigan J, Donaldson MS, Kohn LT, Institute of Medicine. Committee on Quality of Healthcare in America: To err is human: building a safer health system. 2000, Washington, D.C.: National Academy Press Corrigan J, Donaldson MS, Kohn LT, Institute of Medicine. Committee on Quality of Healthcare in America: To err is human: building a safer health system. 2000, Washington, D.C.: National Academy Press
6.
go back to reference Berner ES: Clinical decision support systems: State of the Art. 2009, Rockville, Maryland: Agency for Healthcare Research and Quality Berner ES: Clinical decision support systems: State of the Art. 2009, Rockville, Maryland: Agency for Healthcare Research and Quality
7.
go back to reference Touw DJ, Neef C, Thomson AH, Vinks AA, Cost-Effectiveness of Therapeutic Drug Monitoring Committee of the International Association for Therapeutic Drug Monitoring and Clinical Toxicology: Cost-effectiveness of therapeutic drug monitoring: a systematic review. Ther Drug Monit. 2005, 27 (1): 10-17. 10.1097/00007691-200502000-00004.PubMed Touw DJ, Neef C, Thomson AH, Vinks AA, Cost-Effectiveness of Therapeutic Drug Monitoring Committee of the International Association for Therapeutic Drug Monitoring and Clinical Toxicology: Cost-effectiveness of therapeutic drug monitoring: a systematic review. Ther Drug Monit. 2005, 27 (1): 10-17. 10.1097/00007691-200502000-00004.PubMed
8.
go back to reference Hulley SB: Designing clinical research. 2007, Philadelphia, PA: Wolters Kluwer: Lippincott Williams & Wilkins, 3 Hulley SB: Designing clinical research. 2007, Philadelphia, PA: Wolters Kluwer: Lippincott Williams & Wilkins, 3
9.
go back to reference Haynes RB, Wilczynski NL, Computerized Clinical Decision Support System (CCDSS) Systematic Review Team: Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: methods of a decision-maker-researcher partnership systematic review. Implement Sci. 2010, 5: 12-PubMedPubMedCentral Haynes RB, Wilczynski NL, Computerized Clinical Decision Support System (CCDSS) Systematic Review Team: Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: methods of a decision-maker-researcher partnership systematic review. Implement Sci. 2010, 5: 12-PubMedPubMedCentral
10.
go back to reference Apkon M, Mattera JA, Lin Z, Herrin J, Bradley EH, Carbone M, Holmboe ES, Gross CP, Selter JG, Rich AS, Krumholz HM: A randomized outpatient trial of a decision-support information technology tool. Arch Intern Med. 2005, 165 (20): 2388-2394. 10.1001/archinte.165.20.2388.PubMed Apkon M, Mattera JA, Lin Z, Herrin J, Bradley EH, Carbone M, Holmboe ES, Gross CP, Selter JG, Rich AS, Krumholz HM: A randomized outpatient trial of a decision-support information technology tool. Arch Intern Med. 2005, 165 (20): 2388-2394. 10.1001/archinte.165.20.2388.PubMed
11.
go back to reference Downs M, Turner S, Bryans M, Wilcock J, Keady J, Levin E, O'Carroll R, Howie K, Iliffe S: Effectiveness of educational interventions in improving detection and management of dementia in primary care: cluster randomised controlled study. BMJ. 2006, 332 (7543): 692-696. 10.1136/bmj.332.7543.692.PubMedPubMedCentral Downs M, Turner S, Bryans M, Wilcock J, Keady J, Levin E, O'Carroll R, Howie K, Iliffe S: Effectiveness of educational interventions in improving detection and management of dementia in primary care: cluster randomised controlled study. BMJ. 2006, 332 (7543): 692-696. 10.1136/bmj.332.7543.692.PubMedPubMedCentral
12.
go back to reference Holbrook A, Thabane L, Keshavjee K, Dolovich L, Bernstein B, Chan D, Troyan S, Foster G, Gerstein H, COMPETE II Investigators: Individualized electronic decision support and reminders to improve diabetes care in the community: COMPETE II randomized trial. CMAJ. 2009, 181 (1-2): 37-44. 10.1503/cmaj.081272.PubMedPubMedCentral Holbrook A, Thabane L, Keshavjee K, Dolovich L, Bernstein B, Chan D, Troyan S, Foster G, Gerstein H, COMPETE II Investigators: Individualized electronic decision support and reminders to improve diabetes care in the community: COMPETE II randomized trial. CMAJ. 2009, 181 (1-2): 37-44. 10.1503/cmaj.081272.PubMedPubMedCentral
13.
go back to reference Thomas JC, Moore A, Qualls PE: The effect on cost of medical care for patients treated with an automated clinical audit system. J Med Syst. 1983, 7 (3): 307-313. 10.1007/BF00993294.PubMed Thomas JC, Moore A, Qualls PE: The effect on cost of medical care for patients treated with an automated clinical audit system. J Med Syst. 1983, 7 (3): 307-313. 10.1007/BF00993294.PubMed
14.
go back to reference Meigs JB, Cagliero E, Dubey A, Murphy-Sheehy P, Gildesgame C, Chueh H, Barry MJ, Singer DE, Nathan DM: A controlled trial of web-based diabetes disease management: the MGH diabetes primary care improvement project. Diabetes Care. 2003, 26 (3): 750-757. 10.2337/diacare.26.3.750.PubMed Meigs JB, Cagliero E, Dubey A, Murphy-Sheehy P, Gildesgame C, Chueh H, Barry MJ, Singer DE, Nathan DM: A controlled trial of web-based diabetes disease management: the MGH diabetes primary care improvement project. Diabetes Care. 2003, 26 (3): 750-757. 10.2337/diacare.26.3.750.PubMed
15.
go back to reference Martin DC, Berger ML, Anstatt DT, Wofford J, Warfel D, Turpin RS, Cannuscio CC, Teutsch SM, Mansheim BJ: A randomized controlled open trial of population-based disease and case management in a Medicare Plus Choice health maintenance organization. Prev Chronic Dis. 2004, 1 (4): A05-PubMedPubMedCentral Martin DC, Berger ML, Anstatt DT, Wofford J, Warfel D, Turpin RS, Cannuscio CC, Teutsch SM, Mansheim BJ: A randomized controlled open trial of population-based disease and case management in a Medicare Plus Choice health maintenance organization. Prev Chronic Dis. 2004, 1 (4): A05-PubMedPubMedCentral
16.
go back to reference Bertoni AG, Bonds DE, Chen H, Hogan P, Crago L, Rosenberger E, Barham AH, Clinch CR, Goff DC: Impact of a multifaceted intervention on cholesterol management in primary care practices: guideline adherence for heart health randomized trial. Arch Intern Med. 2009, 169 (7): 678-686. 10.1001/archinternmed.2009.44.PubMedPubMedCentral Bertoni AG, Bonds DE, Chen H, Hogan P, Crago L, Rosenberger E, Barham AH, Clinch CR, Goff DC: Impact of a multifaceted intervention on cholesterol management in primary care practices: guideline adherence for heart health randomized trial. Arch Intern Med. 2009, 169 (7): 678-686. 10.1001/archinternmed.2009.44.PubMedPubMedCentral
17.
go back to reference Field TS, Rochon P, Lee M, Gavendo L, Baril JL, Gurwitz JH: Computerized clinical decision support during medication ordering for long-term care residents with renal insufficiency. J Am Med Inform Assoc. 2009, 16 (4): 480-485. 10.1197/jamia.M2981.PubMedPubMedCentral Field TS, Rochon P, Lee M, Gavendo L, Baril JL, Gurwitz JH: Computerized clinical decision support during medication ordering for long-term care residents with renal insufficiency. J Am Med Inform Assoc. 2009, 16 (4): 480-485. 10.1197/jamia.M2981.PubMedPubMedCentral
18.
go back to reference Fortuna RJ, Zhang F, Ross-Degnan D, Campion FX, Finkelstein JA, Kotch JB, Feldstein AC, Smith DH, Simon SR: Reducing the prescribing of heavily marketed medications: a randomized controlled trial. J Gen Intern Med. 2009, 24 (8): 897-903. 10.1007/s11606-009-1013-x.PubMedPubMedCentral Fortuna RJ, Zhang F, Ross-Degnan D, Campion FX, Finkelstein JA, Kotch JB, Feldstein AC, Smith DH, Simon SR: Reducing the prescribing of heavily marketed medications: a randomized controlled trial. J Gen Intern Med. 2009, 24 (8): 897-903. 10.1007/s11606-009-1013-x.PubMedPubMedCentral
19.
go back to reference Gilutz H, Novack L, Shvartzman P, Zelingher J, Bonneh DY, Henkin Y, Maislos M, Peleg R, Liss Z, Rabinowitz G, Vardy D, Zahger D, Ilia R, Leibermann N, Porath A: Computerized community cholesterol control (4C): meeting the challenge of secondary prevention. Israel Med Assoc J. 2009, 11 (1): 23-29. Gilutz H, Novack L, Shvartzman P, Zelingher J, Bonneh DY, Henkin Y, Maislos M, Peleg R, Liss Z, Rabinowitz G, Vardy D, Zahger D, Ilia R, Leibermann N, Porath A: Computerized community cholesterol control (4C): meeting the challenge of secondary prevention. Israel Med Assoc J. 2009, 11 (1): 23-29.
20.
go back to reference Lo HG, Matheny ME, Seger DL, Bates DW, Gandhi TK: Impact of non-interruptive medication laboratory monitoring alerts in ambulatory care. J Am Med Inform Assoc. 2009, 16 (1): 66-71.PubMedPubMedCentral Lo HG, Matheny ME, Seger DL, Bates DW, Gandhi TK: Impact of non-interruptive medication laboratory monitoring alerts in ambulatory care. J Am Med Inform Assoc. 2009, 16 (1): 66-71.PubMedPubMedCentral
21.
go back to reference Rosenberger EL, Goff DC, Blackwell CS, Williams DT, Crago OL, Ellis SD, Bertoni AG, Bonds DE: Implementing a palm pilot intervention for primary care providers: lessons learned. Contemp Clin Trials. 2009, 30 (4): 321-325. 10.1016/j.cct.2009.03.009.PubMedPubMedCentral Rosenberger EL, Goff DC, Blackwell CS, Williams DT, Crago OL, Ellis SD, Bertoni AG, Bonds DE: Implementing a palm pilot intervention for primary care providers: lessons learned. Contemp Clin Trials. 2009, 30 (4): 321-325. 10.1016/j.cct.2009.03.009.PubMedPubMedCentral
22.
go back to reference Smith DH, Feldstein AC, Perrin NA, Yang X, Rix MM, Raebel MA, Magid DJ, Simon SR, Soumerai SB: Improving laboratory monitoring of medications: an economic analysis alongside a clinical trial. Am J Manag Care. 2009, 15 (5): 281-289.PubMed Smith DH, Feldstein AC, Perrin NA, Yang X, Rix MM, Raebel MA, Magid DJ, Simon SR, Soumerai SB: Improving laboratory monitoring of medications: an economic analysis alongside a clinical trial. Am J Manag Care. 2009, 15 (5): 281-289.PubMed
23.
go back to reference Terrell KM, Perkins AJ, Dexter PR, Hui SL, Callahan CM, Miller DK: Computerized decision support to reduce potentially inappropriate prescribing to older emergency department patients: a randomized, controlled trial. J Am Geriatr Soc. 2009, 57 (8): 1388-1394. 10.1111/j.1532-5415.2009.02352.x.PubMed Terrell KM, Perkins AJ, Dexter PR, Hui SL, Callahan CM, Miller DK: Computerized decision support to reduce potentially inappropriate prescribing to older emergency department patients: a randomized, controlled trial. J Am Geriatr Soc. 2009, 57 (8): 1388-1394. 10.1111/j.1532-5415.2009.02352.x.PubMed
24.
go back to reference Field TS, Rochon P, Lee M, Gavendo L, Subramanian S, Hoover S, Baril J, Gurwitz J: Costs associated with developing and implementing a computerized clinical decision support system for medication dosing for patients with renal insufficiency in the long-term care setting. J Am Med Inform Assoc. 2008, 15 (4): 466-472. 10.1197/jamia.M2589.PubMedPubMedCentral Field TS, Rochon P, Lee M, Gavendo L, Subramanian S, Hoover S, Baril J, Gurwitz J: Costs associated with developing and implementing a computerized clinical decision support system for medication dosing for patients with renal insufficiency in the long-term care setting. J Am Med Inform Assoc. 2008, 15 (4): 466-472. 10.1197/jamia.M2589.PubMedPubMedCentral
25.
go back to reference Gurwitz JH, Field TS, Rochon P, Judge J, Harrold LR, Bell CM, Lee M, White K, LaPrino J, Erramuspe-Mainard J, DeFlorio M, Gavendo L, Baril JL, Reed G, Bates DW: Effect of computerized provider order entry with clinical decision support on adverse drug events in the long-term care setting. J Am Geriatr Soc. 2008, 56 (12): 2225-2233. 10.1111/j.1532-5415.2008.02004.x.PubMed Gurwitz JH, Field TS, Rochon P, Judge J, Harrold LR, Bell CM, Lee M, White K, LaPrino J, Erramuspe-Mainard J, DeFlorio M, Gavendo L, Baril JL, Reed G, Bates DW: Effect of computerized provider order entry with clinical decision support on adverse drug events in the long-term care setting. J Am Geriatr Soc. 2008, 56 (12): 2225-2233. 10.1111/j.1532-5415.2008.02004.x.PubMed
26.
go back to reference Hicks LS, Sequist TD, Ayanian JZ, Shaykevich S, Fairchild DG, Orav EJ, Bates DW: Impact of computerized decision support on blood pressure management and control: a randomized controlled trial. J Gen Intern Med. 2008, 23 (4): 429-441. 10.1007/s11606-007-0403-1.PubMedPubMedCentral Hicks LS, Sequist TD, Ayanian JZ, Shaykevich S, Fairchild DG, Orav EJ, Bates DW: Impact of computerized decision support on blood pressure management and control: a randomized controlled trial. J Gen Intern Med. 2008, 23 (4): 429-441. 10.1007/s11606-007-0403-1.PubMedPubMedCentral
27.
go back to reference Javitt JC, Rebitzer JB, Reisman L: Information technology and medical missteps: evidence from a randomized trial. J Health Econ. 2008, 27 (3): 585-602. 10.1016/j.jhealeco.2007.10.008.PubMed Javitt JC, Rebitzer JB, Reisman L: Information technology and medical missteps: evidence from a randomized trial. J Health Econ. 2008, 27 (3): 585-602. 10.1016/j.jhealeco.2007.10.008.PubMed
28.
go back to reference Matheny ME, Sequist TD, Seger AC, Fiskio JM, Sperling M, Bugbee D, Bates DW, Gandhi TK: A randomized trial of electronic clinical reminders to improve medication laboratory monitoring. J Am Med Inform Assoc. 2008, 15 (4): 424-429. 10.1197/jamia.M2602.PubMedPubMedCentral Matheny ME, Sequist TD, Seger AC, Fiskio JM, Sperling M, Bugbee D, Bates DW, Gandhi TK: A randomized trial of electronic clinical reminders to improve medication laboratory monitoring. J Am Med Inform Assoc. 2008, 15 (4): 424-429. 10.1197/jamia.M2602.PubMedPubMedCentral
29.
go back to reference Quinn CC, Clough SS, Minor JM, Lender D, Okafor MC, Gruber-Baldini A: WellDoc™ mobile diabetes management randomized controlled trial: change in clinical and behavioral outcomes and patient and physician satisfaction. Diabetes Technol Ther. 2008, 10 (3): 160-168. 10.1089/dia.2008.0283.PubMed Quinn CC, Clough SS, Minor JM, Lender D, Okafor MC, Gruber-Baldini A: WellDoc™ mobile diabetes management randomized controlled trial: change in clinical and behavioral outcomes and patient and physician satisfaction. Diabetes Technol Ther. 2008, 10 (3): 160-168. 10.1089/dia.2008.0283.PubMed
30.
go back to reference Reeve JF, Tenni PC, Peterson GM: An electronic prompt in dispensing software to promote clinical interventions by community pharmacists: a randomized controlled trial. Br J Clin Pharmacol. 2008, 65 (3): 377-385. 10.1111/j.1365-2125.2007.03012.x.PubMed Reeve JF, Tenni PC, Peterson GM: An electronic prompt in dispensing software to promote clinical interventions by community pharmacists: a randomized controlled trial. Br J Clin Pharmacol. 2008, 65 (3): 377-385. 10.1111/j.1365-2125.2007.03012.x.PubMed
31.
go back to reference van Wyk JT, van Wijk MA, Sturkenboom MC, Mosseveld M, Moorman PW, van der Lei J: Electronic alerts versus on-demand decision support to improve dyslipidemia treatment: a cluster randomized controlled trial. Circulation. 2008, 117 (3): 371-378. 10.1161/CIRCULATIONAHA.107.697201.PubMed van Wyk JT, van Wijk MA, Sturkenboom MC, Mosseveld M, Moorman PW, van der Lei J: Electronic alerts versus on-demand decision support to improve dyslipidemia treatment: a cluster randomized controlled trial. Circulation. 2008, 117 (3): 371-378. 10.1161/CIRCULATIONAHA.107.697201.PubMed
32.
go back to reference Davis RL, Wright J, Chalmers F, Levenson L, Brown JC, Lozano P, Christakis DA: A cluster randomized clinical trial to improve prescribing patterns in ambulatory pediatrics. PLoS Clin Trials. 2007, 2 (5): e25-10.1371/journal.pctr.0020025.PubMedPubMedCentral Davis RL, Wright J, Chalmers F, Levenson L, Brown JC, Lozano P, Christakis DA: A cluster randomized clinical trial to improve prescribing patterns in ambulatory pediatrics. PLoS Clin Trials. 2007, 2 (5): e25-10.1371/journal.pctr.0020025.PubMedPubMedCentral
33.
go back to reference Heidenreich PA, Gholami P, Sahay A, Massie B, Goldstein MK: Clinical reminders attached to echocardiography reports of patients with reduced left ventricular ejection fraction increase use of beta-blockers: a randomized trial. Circulation. 2007, 115 (22): 2829-2834. 10.1161/CIRCULATIONAHA.106.684753.PubMed Heidenreich PA, Gholami P, Sahay A, Massie B, Goldstein MK: Clinical reminders attached to echocardiography reports of patients with reduced left ventricular ejection fraction increase use of beta-blockers: a randomized trial. Circulation. 2007, 115 (22): 2829-2834. 10.1161/CIRCULATIONAHA.106.684753.PubMed
34.
go back to reference Martens JD, van der Weijden T, Severens JL, de Clercq PA, de Bruijn DP, Kester AD, Winkens RA: The effect of computer reminders on GPs' prescribing behaviour: a cluster-randomised trial. Int J Med Inform. 2007, 76 (Suppl 3): S403-S416.PubMed Martens JD, van der Weijden T, Severens JL, de Clercq PA, de Bruijn DP, Kester AD, Winkens RA: The effect of computer reminders on GPs' prescribing behaviour: a cluster-randomised trial. Int J Med Inform. 2007, 76 (Suppl 3): S403-S416.PubMed
35.
go back to reference Peterson JF, Rosenbaum BP, Waitman LR, Habermann R, Powers J, Harrell D, Miller RA: Physicians' response to guided geriatric dosing: initial results from a randomized trial. Stud Health Technol Inform. 2007, 129 (Pt 2): 1037-1040.PubMed Peterson JF, Rosenbaum BP, Waitman LR, Habermann R, Powers J, Harrell D, Miller RA: Physicians' response to guided geriatric dosing: initial results from a randomized trial. Stud Health Technol Inform. 2007, 129 (Pt 2): 1037-1040.PubMed
36.
go back to reference Raebel MA, Carroll NM, Kelleher JA, Chester EA, Berga S, Magid DJ: Randomized trial to improve prescribing safety during pregnancy. J Am Med Inform Assoc. 2007, 14 (4): 440-450. 10.1197/jamia.M2412.PubMedPubMedCentral Raebel MA, Carroll NM, Kelleher JA, Chester EA, Berga S, Magid DJ: Randomized trial to improve prescribing safety during pregnancy. J Am Med Inform Assoc. 2007, 14 (4): 440-450. 10.1197/jamia.M2412.PubMedPubMedCentral
37.
go back to reference Raebel MA, Charles J, Dugan J, Carroll NM, Korner EJ, Brand DW, Magid DJ: Randomized trial to improve prescribing safety in ambulatory elderly patients. J Am Geriatr Soc. 2007, 55 (7): 977-985. 10.1111/j.1532-5415.2007.01202.x.PubMed Raebel MA, Charles J, Dugan J, Carroll NM, Korner EJ, Brand DW, Magid DJ: Randomized trial to improve prescribing safety in ambulatory elderly patients. J Am Geriatr Soc. 2007, 55 (7): 977-985. 10.1111/j.1532-5415.2007.01202.x.PubMed
38.
go back to reference Thomson RG, Eccles MP, Steen IN, Greenaway J, Stobbart L, Murtagh MJ, May CR: A patient decision aid to support shared decision-making on anti-thrombotic treatment of patients with atrial fibrillation: randomised controlled trial. Qual Saf Healthcare. 2007, 16 (3): 216-223. 10.1136/qshc.2006.018481. Thomson RG, Eccles MP, Steen IN, Greenaway J, Stobbart L, Murtagh MJ, May CR: A patient decision aid to support shared decision-making on anti-thrombotic treatment of patients with atrial fibrillation: randomised controlled trial. Qual Saf Healthcare. 2007, 16 (3): 216-223. 10.1136/qshc.2006.018481.
39.
go back to reference Verstappen SMM, Jacobs JWG, Van der Veen MJ, Heurkens AHM, Schenk Y, Ter Borg EJ, Blaauw AAM, Bijlsma JWJ: Intensive treatment with methotrexate in early rheumatoid arthritis: aiming for remission. Computer Assisted Management in Early Rheumatoid Arthritis (CAMERA, an open-label strategy trial). Ann Rheum Dis. 2007, 66 (11): 1443-1449. 10.1136/ard.2007.071092.PubMedPubMedCentral Verstappen SMM, Jacobs JWG, Van der Veen MJ, Heurkens AHM, Schenk Y, Ter Borg EJ, Blaauw AAM, Bijlsma JWJ: Intensive treatment with methotrexate in early rheumatoid arthritis: aiming for remission. Computer Assisted Management in Early Rheumatoid Arthritis (CAMERA, an open-label strategy trial). Ann Rheum Dis. 2007, 66 (11): 1443-1449. 10.1136/ard.2007.071092.PubMedPubMedCentral
40.
go back to reference Feldstein A, Elmer PJ, Smith DH, Herson M, Orwoll E, Chen C, Aickin M, Swain MC: Electronic medical record reminder improves osteoporosis management after a fracture: a randomized, controlled trial. J Am Geriatr Soc. 2006, 54 (3): 450-457. 10.1111/j.1532-5415.2005.00618.x.PubMed Feldstein A, Elmer PJ, Smith DH, Herson M, Orwoll E, Chen C, Aickin M, Swain MC: Electronic medical record reminder improves osteoporosis management after a fracture: a randomized, controlled trial. J Am Geriatr Soc. 2006, 54 (3): 450-457. 10.1111/j.1532-5415.2005.00618.x.PubMed
41.
go back to reference Feldstein AC, Smith DH, Perrin N, Yang X, Rix M, Raebel MA, Magid DJ, Simon SR, Soumerai SB: Improved therapeutic monitoring with several interventions: a randomized trial. Arch Intern Med. 2006, 166 (17): 1848-1854. 10.1001/archinte.166.17.1848.PubMed Feldstein AC, Smith DH, Perrin N, Yang X, Rix M, Raebel MA, Magid DJ, Simon SR, Soumerai SB: Improved therapeutic monitoring with several interventions: a randomized trial. Arch Intern Med. 2006, 166 (17): 1848-1854. 10.1001/archinte.166.17.1848.PubMed
42.
go back to reference Judge J, Field TS, DeFlorio M, Laprino J, Auger J, Rochon P, Bates DW, Gurwitz JH: Prescribers' responses to alerts during medication ordering in the long term care setting. J Am Med Inform Assoc. 2006, 13 (4): 385-390. 10.1197/jamia.M1945.PubMedPubMedCentral Judge J, Field TS, DeFlorio M, Laprino J, Auger J, Rochon P, Bates DW, Gurwitz JH: Prescribers' responses to alerts during medication ordering in the long term care setting. J Am Med Inform Assoc. 2006, 13 (4): 385-390. 10.1197/jamia.M1945.PubMedPubMedCentral
43.
go back to reference Kattan M, Crain EF, Steinbach S, Visness CM, Walter M, Stout JW, Evans Iii R, Smartt E, Gruchalla RS, Morgan WJ: A randomized clinical trial of clinician feedback to improve quality of care for inner-city children with asthma. Pediatrics. 2006, 117 (6): e1095-e1103. 10.1542/peds.2005-2160.PubMed Kattan M, Crain EF, Steinbach S, Visness CM, Walter M, Stout JW, Evans Iii R, Smartt E, Gruchalla RS, Morgan WJ: A randomized clinical trial of clinician feedback to improve quality of care for inner-city children with asthma. Pediatrics. 2006, 117 (6): e1095-e1103. 10.1542/peds.2005-2160.PubMed
44.
go back to reference Kuilboer MM, van Wijk MA, Mosseveld M, van der Does E, de Jongste JC, Overbeek SE, Ponsioen B, van der Lei J: Computed critiquing integrated into daily clinical practice affects physicians' behavior--a randomized clinical trial with AsthmaCritic. Methods Inf Med. 2006, 45 (4): 447-454.PubMed Kuilboer MM, van Wijk MA, Mosseveld M, van der Does E, de Jongste JC, Overbeek SE, Ponsioen B, van der Lei J: Computed critiquing integrated into daily clinical practice affects physicians' behavior--a randomized clinical trial with AsthmaCritic. Methods Inf Med. 2006, 45 (4): 447-454.PubMed
45.
go back to reference Lester WT, Grant RW, Barnett GO, Chueh HC: Randomized controlled trial of an informatics-based intervention to increase statin prescription for secondary prevention of coronary disease. J Gen Intern Med. 2006, 21 (1): 22-29. 10.1111/j.1525-1497.2005.00268.x.PubMedPubMedCentral Lester WT, Grant RW, Barnett GO, Chueh HC: Randomized controlled trial of an informatics-based intervention to increase statin prescription for secondary prevention of coronary disease. J Gen Intern Med. 2006, 21 (1): 22-29. 10.1111/j.1525-1497.2005.00268.x.PubMedPubMedCentral
46.
go back to reference Martens JD, van der Aa A, Panis B, van der Weijden T, Winkens RA, Severens JL: Design and evaluation of a computer reminder system to improve prescribing behaviour of GPs. Stud Health Technol Inform. 2006, 124: 617-623.PubMed Martens JD, van der Aa A, Panis B, van der Weijden T, Winkens RA, Severens JL: Design and evaluation of a computer reminder system to improve prescribing behaviour of GPs. Stud Health Technol Inform. 2006, 124: 617-623.PubMed
47.
go back to reference Palen TE, Raebel M, Lyons E, Magid DM: Evaluation of laboratory monitoring alerts within a computerized physician order entry system for medication orders. Am J Manag Care. 2006, 12 (7): 389-395.PubMed Palen TE, Raebel M, Lyons E, Magid DM: Evaluation of laboratory monitoring alerts within a computerized physician order entry system for medication orders. Am J Manag Care. 2006, 12 (7): 389-395.PubMed
48.
go back to reference Paul M, Andreassen S, Tacconelli E, Nielsen AD, Almanasreh N, Frank U, Cauda R, Leibovici L, TREAT Study G: Improving empirical antibiotic treatment using TREAT, a computerized decision support system: cluster randomized trial. J Antimicrob Chemother. 2006, 58 (6): 1238-1245. 10.1093/jac/dkl372.PubMed Paul M, Andreassen S, Tacconelli E, Nielsen AD, Almanasreh N, Frank U, Cauda R, Leibovici L, TREAT Study G: Improving empirical antibiotic treatment using TREAT, a computerized decision support system: cluster randomized trial. J Antimicrob Chemother. 2006, 58 (6): 1238-1245. 10.1093/jac/dkl372.PubMed
49.
go back to reference Cobos A, Vilaseca J, Asenjo C, Pedro-Botet J, Sanchez E, Val A, Torremade E, Espinosa C, Bergonon S: Cost effectiveness of a clinical decision support system based on the recommendations of the European Society of Cardiology and other societies for the management of hypercholesterolemia: Report of a cluster-randomized trial. Dis Manag Health Out. 2005, 13 (6): 421-432. 10.2165/00115677-200513060-00007. Cobos A, Vilaseca J, Asenjo C, Pedro-Botet J, Sanchez E, Val A, Torremade E, Espinosa C, Bergonon S: Cost effectiveness of a clinical decision support system based on the recommendations of the European Society of Cardiology and other societies for the management of hypercholesterolemia: Report of a cluster-randomized trial. Dis Manag Health Out. 2005, 13 (6): 421-432. 10.2165/00115677-200513060-00007.
50.
go back to reference Derose SF, Dudl JR, Benson VM, Contreras R, Nakahiro RK, Ziel FH: Point of service reminders for prescribing cardiovascular medications. Am J Manag Care. 2005, 11 (5): 298-304.PubMed Derose SF, Dudl JR, Benson VM, Contreras R, Nakahiro RK, Ziel FH: Point of service reminders for prescribing cardiovascular medications. Am J Manag Care. 2005, 11 (5): 298-304.PubMed
51.
go back to reference Heidenreich PA, Chacko M, Goldstein MK, Atwood JE: ACE inhibitor reminders attached to echocardiography reports of patients with reduced left ventricular ejection fraction. Am J Med. 2005, 118 (9): 1034-1037. 10.1016/j.amjmed.2004.12.028.PubMed Heidenreich PA, Chacko M, Goldstein MK, Atwood JE: ACE inhibitor reminders attached to echocardiography reports of patients with reduced left ventricular ejection fraction. Am J Med. 2005, 118 (9): 1034-1037. 10.1016/j.amjmed.2004.12.028.PubMed
52.
go back to reference Javitt JC, Steinberg G, Locke T, Couch JB, Jacques J, Juster I, Reisman L: Using a claims data-based sentinel system to improve compliance with clinical guidelines: results of a randomized prospective study. Am J Manag Care. 2005, 11 (2): 93-102.PubMed Javitt JC, Steinberg G, Locke T, Couch JB, Jacques J, Juster I, Reisman L: Using a claims data-based sentinel system to improve compliance with clinical guidelines: results of a randomized prospective study. Am J Manag Care. 2005, 11 (2): 93-102.PubMed
53.
go back to reference Plaza V, Cobos A, Ignacio-Garcia JM, Molina J, Bergonon S, Garcia-Alonso F, Espinosa C, Grupo Investigador A: [Cost-effectiveness of an intervention based on the Global INitiative for Asthma (GINA) recommendations using a computerized clinical decision support system: a physicians randomized trial]. Med Clin (Barc). 2005, 124 (6): 201-206. 10.1157/13071758. Plaza V, Cobos A, Ignacio-Garcia JM, Molina J, Bergonon S, Garcia-Alonso F, Espinosa C, Grupo Investigador A: [Cost-effectiveness of an intervention based on the Global INitiative for Asthma (GINA) recommendations using a computerized clinical decision support system: a physicians randomized trial]. Med Clin (Barc). 2005, 124 (6): 201-206. 10.1157/13071758.
54.
go back to reference Raebel MA, Lyons EE, Chester EA, Bodily MA, Kelleher JA, Long CL, Miller C, Magid DJ: Improving laboratory monitoring at initiation of drug therapy in ambulatory care: A randomized trial. Arch Intern Med. 2005, 165 (20): 2395-2401. 10.1001/archinte.165.20.2395.PubMed Raebel MA, Lyons EE, Chester EA, Bodily MA, Kelleher JA, Long CL, Miller C, Magid DJ: Improving laboratory monitoring at initiation of drug therapy in ambulatory care: A randomized trial. Arch Intern Med. 2005, 165 (20): 2395-2401. 10.1001/archinte.165.20.2395.PubMed
55.
go back to reference Sequist TD, Gandhi TK, Karson AS, Fiskio JM, Bugbee D, Sperling M, Cook EF, Orav EJ, Fairchild DG, Bates DW: A randomized trial of electronic clinical reminders to improve quality of care for diabetes and coronary artery disease. J Am Med Inform Assoc. 2005, 12 (4): 431-437. 10.1197/jamia.M1788.PubMedPubMedCentral Sequist TD, Gandhi TK, Karson AS, Fiskio JM, Bugbee D, Sperling M, Cook EF, Orav EJ, Fairchild DG, Bates DW: A randomized trial of electronic clinical reminders to improve quality of care for diabetes and coronary artery disease. J Am Med Inform Assoc. 2005, 12 (4): 431-437. 10.1197/jamia.M1788.PubMedPubMedCentral
56.
go back to reference Tierney WM, Overhage JM, Murray MD, Harris LE, Zhou XH, Eckert GJ, Smith FE, Nienaber N, McDonald CJ, Wolinsky FD: Can computer-generated evidence-based care suggestions enhance evidence-based management of asthma and chronic obstructive pulmonary disease? A randomized, controlled trial. Health Serv Res. 2005, 40 (2): 477-497. 10.1111/j.1475-6773.2005.0t369.x.PubMedPubMedCentral Tierney WM, Overhage JM, Murray MD, Harris LE, Zhou XH, Eckert GJ, Smith FE, Nienaber N, McDonald CJ, Wolinsky FD: Can computer-generated evidence-based care suggestions enhance evidence-based management of asthma and chronic obstructive pulmonary disease? A randomized, controlled trial. Health Serv Res. 2005, 40 (2): 477-497. 10.1111/j.1475-6773.2005.0t369.x.PubMedPubMedCentral
57.
go back to reference Wolfenden L, Wiggers J, Knight J, Campbell E, Spigelman A, Kerridge R, Moore K: Increasing smoking cessation care in a preoperative clinic: a randomized controlled trial. Prev Med. 2005, 41 (1): 284-290. 10.1016/j.ypmed.2004.11.011.PubMed Wolfenden L, Wiggers J, Knight J, Campbell E, Spigelman A, Kerridge R, Moore K: Increasing smoking cessation care in a preoperative clinic: a randomized controlled trial. Prev Med. 2005, 41 (1): 284-290. 10.1016/j.ypmed.2004.11.011.PubMed
58.
go back to reference Krall MA, Traunweiser K, Towery W: Effectiveness of an electronic medical record clinical quality alert prepared by off-line data analysis. Stud Health Technol Inform. 2004, 107 (Pt 1): 135-139.PubMed Krall MA, Traunweiser K, Towery W: Effectiveness of an electronic medical record clinical quality alert prepared by off-line data analysis. Stud Health Technol Inform. 2004, 107 (Pt 1): 135-139.PubMed
59.
go back to reference Lester WT, Grant R, Barnett GO, Chueh H: Facilitated lipid management using interactive e-mail: preliminary results of a randomized controlled trial. Stud Health Technol Inform. 2004, 107 (Pt 1): 232-236.PubMed Lester WT, Grant R, Barnett GO, Chueh H: Facilitated lipid management using interactive e-mail: preliminary results of a randomized controlled trial. Stud Health Technol Inform. 2004, 107 (Pt 1): 232-236.PubMed
60.
go back to reference Murray MD, Harris LE, Overhage JM, Zhou XH, Eckert GJ, Smith FE, Buchanan NN, Wolinsky FD, McDonald CJ, Tierney WM: Failure of computerized treatment suggestions to improve health outcomes of outpatients with uncomplicated hypertension: results of a randomized controlled trial. Pharmacotherapy. 2004, 24 (3): 324-337. 10.1592/phco.24.4.324.33173.PubMed Murray MD, Harris LE, Overhage JM, Zhou XH, Eckert GJ, Smith FE, Buchanan NN, Wolinsky FD, McDonald CJ, Tierney WM: Failure of computerized treatment suggestions to improve health outcomes of outpatients with uncomplicated hypertension: results of a randomized controlled trial. Pharmacotherapy. 2004, 24 (3): 324-337. 10.1592/phco.24.4.324.33173.PubMed
61.
go back to reference Ansari M, Shlipak MG, Heidenreich PA, Van Ostaeyen D, Pohl EC, Browner WS, Massie BM: Improving guideline adherence: a randomized trial evaluating strategies to increase beta-blocker use in heart failure. Circulation. 2003, 107 (22): 2799-2804. 10.1161/01.CIR.0000070952.08969.5B.PubMed Ansari M, Shlipak MG, Heidenreich PA, Van Ostaeyen D, Pohl EC, Browner WS, Massie BM: Improving guideline adherence: a randomized trial evaluating strategies to increase beta-blocker use in heart failure. Circulation. 2003, 107 (22): 2799-2804. 10.1161/01.CIR.0000070952.08969.5B.PubMed
62.
go back to reference Filippi A, Sabatini A, Badioli L, Samani F, Mazzaglia G, Catapano A, Cricelli C: Effects of an automated electronic reminder in changing the antiplatelet drug-prescribing behavior among Italian general practitioners in diabetic patients: an intervention trial. Diabetes Care. 2003, 26 (5): 1497-1500. 10.2337/diacare.26.5.1497.PubMed Filippi A, Sabatini A, Badioli L, Samani F, Mazzaglia G, Catapano A, Cricelli C: Effects of an automated electronic reminder in changing the antiplatelet drug-prescribing behavior among Italian general practitioners in diabetic patients: an intervention trial. Diabetes Care. 2003, 26 (5): 1497-1500. 10.2337/diacare.26.5.1497.PubMed
63.
go back to reference Flottorp S, Havelsrud K, Oxman AD: Process evaluation of a cluster randomized trial of tailored interventions to implement guidelines in primary care--why is it so hard to change practice?. Fam Pract. 2003, 20 (3): 333-339. 10.1093/fampra/cmg316.PubMed Flottorp S, Havelsrud K, Oxman AD: Process evaluation of a cluster randomized trial of tailored interventions to implement guidelines in primary care--why is it so hard to change practice?. Fam Pract. 2003, 20 (3): 333-339. 10.1093/fampra/cmg316.PubMed
64.
go back to reference Rousseau N, McColl E, Newton J, Grimshaw J, Eccles M: Practice based, longitudinal, qualitative interview study of computerised evidence based guidelines in primary care. BMJ. 2003, 326 (7384): 314-10.1136/bmj.326.7384.314.PubMedPubMedCentral Rousseau N, McColl E, Newton J, Grimshaw J, Eccles M: Practice based, longitudinal, qualitative interview study of computerised evidence based guidelines in primary care. BMJ. 2003, 326 (7384): 314-10.1136/bmj.326.7384.314.PubMedPubMedCentral
65.
go back to reference Tamblyn R, Huang A, Perreault R, Jacques A, Roy D, Hanley J, McLeod P, Laprise R: The medical office of the 21st century (MOXXI): effectiveness of computerized decision-making support in reducing inappropriate prescribing in primary care. Can Med Assoc J. 2003, 169 (6): 549-556. Tamblyn R, Huang A, Perreault R, Jacques A, Roy D, Hanley J, McLeod P, Laprise R: The medical office of the 21st century (MOXXI): effectiveness of computerized decision-making support in reducing inappropriate prescribing in primary care. Can Med Assoc J. 2003, 169 (6): 549-556.
66.
go back to reference Tierney WM, Overhage JM, Murray MD, Harris LE, Zhou XH, Eckert GJ, Smith FE, Nienaber N, McDonald CJ, Wolinsky FD: Effects of computerized guidelines for managing heart disease in primary care. J Gen Intern Med. 2003, 18 (12): 967-976. 10.1111/j.1525-1497.2003.30635.x.PubMedPubMedCentral Tierney WM, Overhage JM, Murray MD, Harris LE, Zhou XH, Eckert GJ, Smith FE, Nienaber N, McDonald CJ, Wolinsky FD: Effects of computerized guidelines for managing heart disease in primary care. J Gen Intern Med. 2003, 18 (12): 967-976. 10.1111/j.1525-1497.2003.30635.x.PubMedPubMedCentral
67.
go back to reference Weir CJ, Lees KR, MacWalter RS, Muir KW, Wallesch CW, McLelland EV, Hendry A, PRISM Study G: Cluster-randomized, controlled trial of computer-based decision support for selecting long-term anti-thrombotic therapy after acute ischaemic stroke. QJM. 2003, 96 (2): 143-153.PubMed Weir CJ, Lees KR, MacWalter RS, Muir KW, Wallesch CW, McLelland EV, Hendry A, PRISM Study G: Cluster-randomized, controlled trial of computer-based decision support for selecting long-term anti-thrombotic therapy after acute ischaemic stroke. QJM. 2003, 96 (2): 143-153.PubMed
68.
go back to reference Zanetti G, Flanagan HL, Cohn LH, Giardina R, Platt R: Improvement of intraoperative antibiotic prophylaxis in prolonged cardiac surgery by automated alerts in the operating room. Infect Control Hosp Epidemiol. 2003, 24 (1): 13-16. 10.1086/502109.PubMed Zanetti G, Flanagan HL, Cohn LH, Giardina R, Platt R: Improvement of intraoperative antibiotic prophylaxis in prolonged cardiac surgery by automated alerts in the operating room. Infect Control Hosp Epidemiol. 2003, 24 (1): 13-16. 10.1086/502109.PubMed
69.
go back to reference Eccles M, McColl E, Steen N, Rousseau N, Grimshaw J, Parkin D, Purves I: Effect of computerised evidence based guidelines on management of asthma and angina in adults in primary care: cluster randomised controlled trial. BMJ. 2002, 325 (7370): 941-10.1136/bmj.325.7370.941.PubMedPubMedCentral Eccles M, McColl E, Steen N, Rousseau N, Grimshaw J, Parkin D, Purves I: Effect of computerised evidence based guidelines on management of asthma and angina in adults in primary care: cluster randomised controlled trial. BMJ. 2002, 325 (7370): 941-10.1136/bmj.325.7370.941.PubMedPubMedCentral
70.
go back to reference Flottorp S, Oxman AD, Havelsrud K, Treweek S, Herrin J: Cluster randomised controlled trial of tailored interventions to improve the management of urinary tract infections in women and sore throat. BMJ. 2002, 325 (7360): 367-10.1136/bmj.325.7360.367.PubMedPubMedCentral Flottorp S, Oxman AD, Havelsrud K, Treweek S, Herrin J: Cluster randomised controlled trial of tailored interventions to improve the management of urinary tract infections in women and sore throat. BMJ. 2002, 325 (7360): 367-10.1136/bmj.325.7360.367.PubMedPubMedCentral
71.
go back to reference Lesourd F, Avril C, Boujennah A, Parinaud J: A computerized decision support system for ovarian stimulation by gonadotropins. Fertil Steril. 2002, 77 (3): 456-460. 10.1016/S0015-0282(01)03231-9.PubMed Lesourd F, Avril C, Boujennah A, Parinaud J: A computerized decision support system for ovarian stimulation by gonadotropins. Fertil Steril. 2002, 77 (3): 456-460. 10.1016/S0015-0282(01)03231-9.PubMed
72.
go back to reference Selker HP, Beshansky JR, Griffith JL, TPI Trial Investigators: Use of the electrocardiograph-based thrombolytic predictive instrument to assist thrombolytic and reperfusion therapy for acute myocardial infarction. A multicenter, randomized, controlled, clinical effectiveness trial. Ann Intern Med. 2002, 137 (2): 87-95.PubMed Selker HP, Beshansky JR, Griffith JL, TPI Trial Investigators: Use of the electrocardiograph-based thrombolytic predictive instrument to assist thrombolytic and reperfusion therapy for acute myocardial infarction. A multicenter, randomized, controlled, clinical effectiveness trial. Ann Intern Med. 2002, 137 (2): 87-95.PubMed
73.
go back to reference Christakis DA, Zimmerman FJ, Wright JA, Garrison MM, Rivara FP, Davis RL: A randomized controlled trial of point-of-care evidence to improve the antibiotic prescribing practices for otitis media in children. Pediatrics. 2001, 107 (2): E15-10.1542/peds.107.2.e15.PubMed Christakis DA, Zimmerman FJ, Wright JA, Garrison MM, Rivara FP, Davis RL: A randomized controlled trial of point-of-care evidence to improve the antibiotic prescribing practices for otitis media in children. Pediatrics. 2001, 107 (2): E15-10.1542/peds.107.2.e15.PubMed
74.
go back to reference Dexter PR, Perkins S, Overhage JM, Maharry K, Kohler RB, McDonald CJ: A computerized reminder system to increase the use of preventive care for hospitalized patients. N Engl J Med. 2001, 345 (13): 965-970. 10.1056/NEJMsa010181.PubMed Dexter PR, Perkins S, Overhage JM, Maharry K, Kohler RB, McDonald CJ: A computerized reminder system to increase the use of preventive care for hospitalized patients. N Engl J Med. 2001, 345 (13): 965-970. 10.1056/NEJMsa010181.PubMed
75.
go back to reference McCowan C, Neville RG, Ricketts IW, Warner FC, Hoskins G, Thomas GE: Lessons from a randomized controlled trial designed to evaluate computer decision support software to improve the management of asthma. Med Inform Internet. 2001, 26 (3): 191-201. 10.1080/14639230110067890. McCowan C, Neville RG, Ricketts IW, Warner FC, Hoskins G, Thomas GE: Lessons from a randomized controlled trial designed to evaluate computer decision support software to improve the management of asthma. Med Inform Internet. 2001, 26 (3): 191-201. 10.1080/14639230110067890.
76.
go back to reference Demakis JG, Beauchamp C, Cull WL, Denwood R, Eisen SA, Lofgren R, Nichol K, Woolliscroft J, Henderson WG: Improving residents' compliance with standards of ambulatory care: results from the VA Cooperative Study on Computerized Reminders. JAMA. 2000, 284 (11): 1411-1416. 10.1001/jama.284.11.1411.PubMed Demakis JG, Beauchamp C, Cull WL, Denwood R, Eisen SA, Lofgren R, Nichol K, Woolliscroft J, Henderson WG: Improving residents' compliance with standards of ambulatory care: results from the VA Cooperative Study on Computerized Reminders. JAMA. 2000, 284 (11): 1411-1416. 10.1001/jama.284.11.1411.PubMed
77.
go back to reference Hetlevik I, Holmen J, Krüger O, Kristensen P, Iversen H, Furuseth K: Implementing clinical guidelines in the treatment of diabetes mellitus in general practice. Evaluation of effort, process, and patient outcome related to implementation of a computer-based decision support system. Int J Technol Assess. 2000, 16 (1): 210-227. 10.1017/S0266462300161185. Hetlevik I, Holmen J, Krüger O, Kristensen P, Iversen H, Furuseth K: Implementing clinical guidelines in the treatment of diabetes mellitus in general practice. Evaluation of effort, process, and patient outcome related to implementation of a computer-based decision support system. Int J Technol Assess. 2000, 16 (1): 210-227. 10.1017/S0266462300161185.
78.
go back to reference Hetlevik I, Holmen J, Krüger O: Implementing clinical guidelines in the treatment of hypertension in general practice. Evaluation of patient outcome related to implementation of a computer-based clinical decision support system. Scand J Prim Healthcare. 1999, 17 (1): 35-40. 10.1080/028134399750002872. Hetlevik I, Holmen J, Krüger O: Implementing clinical guidelines in the treatment of hypertension in general practice. Evaluation of patient outcome related to implementation of a computer-based clinical decision support system. Scand J Prim Healthcare. 1999, 17 (1): 35-40. 10.1080/028134399750002872.
79.
go back to reference Hetlevik I, Holmen J, Kruger O, Kristensen P, Iversen H: Implementing clinical guidelines in the treatment of hypertension in general practice. Blood Press. 1998, 7 (5-6): 270-276. 10.1080/080370598437114.PubMed Hetlevik I, Holmen J, Kruger O, Kristensen P, Iversen H: Implementing clinical guidelines in the treatment of hypertension in general practice. Blood Press. 1998, 7 (5-6): 270-276. 10.1080/080370598437114.PubMed
80.
go back to reference Overhage JM, Tierney WM, Zhou XH, McDonald CJ: A randomized trial of "corollary orders" to prevent errors of omission. J Am Med Inform Assoc. 1997, 4 (5): 364-375. 10.1136/jamia.1997.0040364.PubMedPubMedCentral Overhage JM, Tierney WM, Zhou XH, McDonald CJ: A randomized trial of "corollary orders" to prevent errors of omission. J Am Med Inform Assoc. 1997, 4 (5): 364-375. 10.1136/jamia.1997.0040364.PubMedPubMedCentral
81.
go back to reference Rossi RA, Every NR: A computerized intervention to decrease the use of calcium channel blockers in hypertension. J Gen Intern Med. 1997, 12 (11): 672-678. 10.1046/j.1525-1497.1997.07140.x.PubMedPubMedCentral Rossi RA, Every NR: A computerized intervention to decrease the use of calcium channel blockers in hypertension. J Gen Intern Med. 1997, 12 (11): 672-678. 10.1046/j.1525-1497.1997.07140.x.PubMedPubMedCentral
82.
go back to reference Overhage JM, Tierney WM, McDonald CJ: Computer reminders to implement preventive care guidelines for hospitalized patients. Arch Intern Med. 1996, 156 (14): 1551-1556. 10.1001/archinte.156.14.1551.PubMed Overhage JM, Tierney WM, McDonald CJ: Computer reminders to implement preventive care guidelines for hospitalized patients. Arch Intern Med. 1996, 156 (14): 1551-1556. 10.1001/archinte.156.14.1551.PubMed
83.
go back to reference Rotman BL, Sullivan AN, McDonald TW, Brown BW, DeSmedt P, Goodnature D, Higgins MC, Suermondt HJ, Young C, Owens DK: A randomized controlled trial of a computer-based physician workstation in an outpatient setting: implementation barriers to outcome evaluation. J Am Med Inform Assoc. 1996, 3 (5): 340-348. 10.1136/jamia.1996.97035025.PubMedPubMedCentral Rotman BL, Sullivan AN, McDonald TW, Brown BW, DeSmedt P, Goodnature D, Higgins MC, Suermondt HJ, Young C, Owens DK: A randomized controlled trial of a computer-based physician workstation in an outpatient setting: implementation barriers to outcome evaluation. J Am Med Inform Assoc. 1996, 3 (5): 340-348. 10.1136/jamia.1996.97035025.PubMedPubMedCentral
84.
go back to reference Tierney WM, Miller ME, Overhage JM, McDonald CJ: Physician inpatient order writing on microcomputer workstations. Effects on resource utilization. JAMA. 1993, 269 (3): 379-383. 10.1001/jama.269.3.379.PubMed Tierney WM, Miller ME, Overhage JM, McDonald CJ: Physician inpatient order writing on microcomputer workstations. Effects on resource utilization. JAMA. 1993, 269 (3): 379-383. 10.1001/jama.269.3.379.PubMed
85.
go back to reference Mazzuca SA, Vinicor F, Einterz RM, Tierney WM, Norton JA, Kalasinski LA: Effects of the clinical environment on physicians' response to postgraduate medical education. Am Educ Res J. 1990, 27 (3): 473-488. Mazzuca SA, Vinicor F, Einterz RM, Tierney WM, Norton JA, Kalasinski LA: Effects of the clinical environment on physicians' response to postgraduate medical education. Am Educ Res J. 1990, 27 (3): 473-488.
86.
go back to reference McAlister NH, Covvey HD, Tong C, Lee A, Wigle ED: Randomised controlled trial of computer assisted management of hypertension in primary care. Br Med J (Clin Res Ed). 1986, 293 (6548): 670-674. 10.1136/bmj.293.6548.670. McAlister NH, Covvey HD, Tong C, Lee A, Wigle ED: Randomised controlled trial of computer assisted management of hypertension in primary care. Br Med J (Clin Res Ed). 1986, 293 (6548): 670-674. 10.1136/bmj.293.6548.670.
87.
go back to reference McDonald CJ, Wilson GA, McCabe GP: Physician response to computer reminders. JAMA. 1980, 244 (14): 1579-1581. 10.1001/jama.244.14.1579.PubMed McDonald CJ, Wilson GA, McCabe GP: Physician response to computer reminders. JAMA. 1980, 244 (14): 1579-1581. 10.1001/jama.244.14.1579.PubMed
88.
go back to reference Coe FL, Norton E, Oparil S, Tatar A, Pullman TN: Treatment of hypertension by computer and physician-a prospective controlled study. J Chronic Dis. 1977, 30 (2): 81-92. 10.1016/0021-9681(77)90077-7.PubMed Coe FL, Norton E, Oparil S, Tatar A, Pullman TN: Treatment of hypertension by computer and physician-a prospective controlled study. J Chronic Dis. 1977, 30 (2): 81-92. 10.1016/0021-9681(77)90077-7.PubMed
89.
go back to reference McDonald CJ: Use of a computer to detect and respond to clinical events: its effect on clinician behavior. Ann Intern Med. 1976, 84 (2): 162-167. McDonald CJ: Use of a computer to detect and respond to clinical events: its effect on clinician behavior. Ann Intern Med. 1976, 84 (2): 162-167.
90.
go back to reference Bucher HC, Kunz R, Cook DJ, Holbrook AM, Guyatt G: Surrogate Outcomes. Users' guides to the medical literature: a manual for evidence-based clinical practice. Edited by: Guyatt G, Rennie D. 2008, Evidence-Based Medicine Working Group. Chicago, IL: McGraw-Hill Professional, 442-2 Bucher HC, Kunz R, Cook DJ, Holbrook AM, Guyatt G: Surrogate Outcomes. Users' guides to the medical literature: a manual for evidence-based clinical practice. Edited by: Guyatt G, Rennie D. 2008, Evidence-Based Medicine Working Group. Chicago, IL: McGraw-Hill Professional, 442-2
91.
go back to reference Jaspers MW, Smeulers M, Vermeulen H, Peute LW: Effects of clinical decision-support systems on practitioner performance and patient outcomes: a synthesis of high-quality systematic review findings. J Am Med Inform Assoc. 2011, 18 (3): 327-334. 10.1136/amiajnl-2011-000094.PubMedPubMedCentral Jaspers MW, Smeulers M, Vermeulen H, Peute LW: Effects of clinical decision-support systems on practitioner performance and patient outcomes: a synthesis of high-quality systematic review findings. J Am Med Inform Assoc. 2011, 18 (3): 327-334. 10.1136/amiajnl-2011-000094.PubMedPubMedCentral
92.
go back to reference Kawamoto K, Houlihan CA, Balas EA, Lobach DF: Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. BMJ. 2005, 330 (7494): 765-10.1136/bmj.38398.500764.8F.PubMedPubMedCentral Kawamoto K, Houlihan CA, Balas EA, Lobach DF: Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. BMJ. 2005, 330 (7494): 765-10.1136/bmj.38398.500764.8F.PubMedPubMedCentral
93.
go back to reference Hedges LV, Olkin I: Statistical methods for meta-analysis. 1985, Orlando: Academic Press Hedges LV, Olkin I: Statistical methods for meta-analysis. 1985, Orlando: Academic Press
94.
go back to reference Grimshaw J, Eccles M, Thomas R, MacLennan G, Ramsay C, Fraser C, Vale L: Toward evidence-based quality improvement. Evidence (and its limitations) of the effectiveness of guideline dissemination and implementation strategies 1966-1998. J Gen Intern Med. 2006, 21 (Suppl 2): S14-S20.PubMedPubMedCentral Grimshaw J, Eccles M, Thomas R, MacLennan G, Ramsay C, Fraser C, Vale L: Toward evidence-based quality improvement. Evidence (and its limitations) of the effectiveness of guideline dissemination and implementation strategies 1966-1998. J Gen Intern Med. 2006, 21 (Suppl 2): S14-S20.PubMedPubMedCentral
Metadata
Title
Computerized clinical decision support systems for drug prescribing and management: A decision-maker-researcher partnership systematic review
Authors
Brian J Hemens
Anne Holbrook
Marita Tonkin
Jean A Mackay
Lorraine Weise-Kelly
Tamara Navarro
Nancy L Wilczynski
R Brian Haynes
the CCDSS Systematic Review Team
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2011
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/1748-5908-6-89

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