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Erschienen in: Journal of Medical Systems 1/2017

01.01.2017 | Systems-Level Quality Improvement

Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects

verfasst von: Ehsan Nabovati, Hasan Vakili-Arki, Zhila Taherzadeh, Mohammad Reza Saberi, Stephanie Medlock, Ameen Abu-Hanna, Saeid Eslami

Erschienen in: Journal of Medical Systems | Ausgabe 1/2017

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Abstract

The purpose of this systematic review was to identify features and effects of information technology (IT)-based interventions on outcomes related to drug-drug interactions (DDI outcomes). A literature search was conducted in Medline, EMBASE, and the Cochrane Library for published English-language studies. Studies were included if a main outcome was related to DDIs, the intervention involved an IT-based system, and the study design was experimental or observational with controls. Study characteristics, including features and effects of IT-based interventions, were extracted. Nineteen studies comprising five randomized controlled trials (RCT), five non-randomized controlled trials (NRCT) and nine observational studies with controls (OWC) were included. Sixty-four percent of prescriber-directed interventions, and all non-prescriber interventions, were effective. Each of the following characteristics corresponded to groups of studies of which a majority were effective: automatic provision of recommendations within the providers’ workflow, intervention at the time of decision-making, integration into other systems, and requiring the reason for not following the recommendations. Only two studies measured clinical outcomes: an RCT that showed no significant improvement and an OWC that showed improvement, but did not statistically assess the effect. Most studies that measured surrogate outcomes (e.g. potential DDIs) and other outcomes (e.g. adherence to alerts) showed improvements. IT-based interventions improve surrogate clinical outcomes and adherence to DDI alerts. However, there is lack of robust evidence about their effectiveness on clinical outcomes. It is recommended that researchers consider the identified features of effective interventions in the design of interventions and evaluate the effectiveness on DDI outcomes, particularly clinical outcomes.
Literatur
1.
Zurück zum Zitat Kaushal, R., Bates, D. W., Landrigan, C., McKenna, K. J., Clapp, M. D., Federico, F., and Goldmann, D. A., Medication errors and adverse drug events in pediatric inpatients. JAMA. 285(16):2114–2120, 2001.PubMedCrossRef Kaushal, R., Bates, D. W., Landrigan, C., McKenna, K. J., Clapp, M. D., Federico, F., and Goldmann, D. A., Medication errors and adverse drug events in pediatric inpatients. JAMA. 285(16):2114–2120, 2001.PubMedCrossRef
2.
Zurück zum Zitat Barker, K. N., Flynn, E. A., Pepper, G. A., Bates, D. W., and Mikeal, R. L., Medication errors observed in 36 health care facilities. Arch. Intern. Med. 162(16):1897–1903, 2002.PubMedCrossRef Barker, K. N., Flynn, E. A., Pepper, G. A., Bates, D. W., and Mikeal, R. L., Medication errors observed in 36 health care facilities. Arch. Intern. Med. 162(16):1897–1903, 2002.PubMedCrossRef
3.
Zurück zum Zitat Bates, D. W., Spell, N., Cullen, D. J., Burdick, E., Laird, N., Petersen, L. A., Small, S. D., Sweitzer, B. J., and Leape, L. L., The costs of adverse drug events in hospitalized patients. Adverse drug events prevention study group. JAMA. 277(4):307–311, 1997.PubMedCrossRef Bates, D. W., Spell, N., Cullen, D. J., Burdick, E., Laird, N., Petersen, L. A., Small, S. D., Sweitzer, B. J., and Leape, L. L., The costs of adverse drug events in hospitalized patients. Adverse drug events prevention study group. JAMA. 277(4):307–311, 1997.PubMedCrossRef
4.
Zurück zum Zitat Leape, L. L., Brennan, T. A., Laird, N., Lawthers, A. G., Localio, A. R., Barnes, B. A., Hebert, L., Newhouse, J. P., Weiler, P. C., and Hiatt, H., The nature of adverse events in hospitalized patients. Results of the Harvard medical practice study II. N. Engl. J. Med. 324(6):377–384, 1991. doi:10.1056/nejm199102073240605.PubMedCrossRef Leape, L. L., Brennan, T. A., Laird, N., Lawthers, A. G., Localio, A. R., Barnes, B. A., Hebert, L., Newhouse, J. P., Weiler, P. C., and Hiatt, H., The nature of adverse events in hospitalized patients. Results of the Harvard medical practice study II. N. Engl. J. Med. 324(6):377–384, 1991. doi:10.​1056/​nejm199102073240​605.PubMedCrossRef
5.
Zurück zum Zitat Bates, D. W., Cullen, D. J., Laird, N., Petersen, L. A., Small, S. D., Servi, D., Laffel, G., Sweitzer, B. J., Shea, B. F., Hallisey, R., et al., Incidence of adverse drug events and potential adverse drug events. Implications for prevention. ADE Prevention Study Group. JAMA. 274(1):29–34, 1995. Bates, D. W., Cullen, D. J., Laird, N., Petersen, L. A., Small, S. D., Servi, D., Laffel, G., Sweitzer, B. J., Shea, B. F., Hallisey, R., et al., Incidence of adverse drug events and potential adverse drug events. Implications for prevention. ADE Prevention Study Group. JAMA. 274(1):29–34, 1995.
7.
Zurück zum Zitat Espinosa-Bosch, M., Santos-Ramos, B., Gil-Navarro, M. V., Santos-Rubio, M.D., Marin-Gil, R., and Villacorta-Linaza, P., Prevalence of drug interactions in hospital healthcare. Int. J. Clin. Pharm. 34(6):807–817, 2012. doi:10.1007/s11096-012-9697-0.PubMedCrossRef Espinosa-Bosch, M., Santos-Ramos, B., Gil-Navarro, M. V., Santos-Rubio, M.D., Marin-Gil, R., and Villacorta-Linaza, P., Prevalence of drug interactions in hospital healthcare. Int. J. Clin. Pharm. 34(6):807–817, 2012. doi:10.​1007/​s11096-012-9697-0.PubMedCrossRef
11.
Zurück zum Zitat Aspden, P., Wolcott, J. A., Bootman, J. L., and Cronenwett, L. R., Preventing medication errors: quality chasm series. Institute of Medicine: Washington, 2007. Aspden, P., Wolcott, J. A., Bootman, J. L., and Cronenwett, L. R., Preventing medication errors: quality chasm series. Institute of Medicine: Washington, 2007.
12.
Zurück zum Zitat Ranji, S. R., Rennke, S., and Wachter, R. M., Computerised provider order entry combined with clinical decision support systems to improve medication safety: a narrative review. BMJ Qual. Saf. 23(9):773–780, 2014. doi:10.1136/bmjqs-2013-002165.PubMedCrossRef Ranji, S. R., Rennke, S., and Wachter, R. M., Computerised provider order entry combined with clinical decision support systems to improve medication safety: a narrative review. BMJ Qual. Saf. 23(9):773–780, 2014. doi:10.​1136/​bmjqs-2013-002165.PubMedCrossRef
16.
Zurück zum Zitat King, W. J., Paice, N., Rangrej, J., Forestell, G. J., and Swartz, R., The effect of computerized physician order entry on medication errors and adverse drug events in pediatric inpatients. Pediatrics. 112(3 Pt 1):506–509, 2003.PubMedCrossRef King, W. J., Paice, N., Rangrej, J., Forestell, G. J., and Swartz, R., The effect of computerized physician order entry on medication errors and adverse drug events in pediatric inpatients. Pediatrics. 112(3 Pt 1):506–509, 2003.PubMedCrossRef
17.
18.
Zurück zum Zitat van Rosse, F., Maat, B., Rademaker, C. M., van Vught, A. J., Egberts, A. C., and Bollen, C. W., The effect of computerized physician order entry on medication prescription errors and clinical outcome in pediatric and intensive care: a systematic review. Pediatrics. 123(4):1184–1190, 2009. doi:10.1542/peds.2008-1494.PubMedCrossRef van Rosse, F., Maat, B., Rademaker, C. M., van Vught, A. J., Egberts, A. C., and Bollen, C. W., The effect of computerized physician order entry on medication prescription errors and clinical outcome in pediatric and intensive care: a systematic review. Pediatrics. 123(4):1184–1190, 2009. doi:10.​1542/​peds.​2008-1494.PubMedCrossRef
19.
Zurück zum Zitat Wolfstadt, J. I., Gurwitz, J. H., Field, T. S., Lee, M., Kalkar, S., Wu, W., and Rochon, P. A., The effect of computerized physician order entry with clinical decision support on the rates of adverse drug events: a systematic review. J. Gen. Intern. Med. 23(4):451–458, 2008. doi:10.1007/s11606-008-0504-5.PubMedPubMedCentralCrossRef Wolfstadt, J. I., Gurwitz, J. H., Field, T. S., Lee, M., Kalkar, S., Wu, W., and Rochon, P. A., The effect of computerized physician order entry with clinical decision support on the rates of adverse drug events: a systematic review. J. Gen. Intern. Med. 23(4):451–458, 2008. doi:10.​1007/​s11606-008-0504-5.PubMedPubMedCentralCrossRef
20.
21.
Zurück zum Zitat Kuperman, G. J., Bobb, A., Payne, T. H., Avery, A. J., Gandhi, T. K., Burns, G., Classen, D. C., and Bates, D. W., Medication-related clinical decision support in computerized provider order entry systems: a review. J. Am. Med. Inform. Assoc. 14(1):29–40, 2007. doi:10.1197/jamia.M2170.PubMedPubMedCentralCrossRef Kuperman, G. J., Bobb, A., Payne, T. H., Avery, A. J., Gandhi, T. K., Burns, G., Classen, D. C., and Bates, D. W., Medication-related clinical decision support in computerized provider order entry systems: a review. J. Am. Med. Inform. Assoc. 14(1):29–40, 2007. doi:10.​1197/​jamia.​M2170.PubMedPubMedCentralCrossRef
22.
Zurück zum Zitat Pearson, S. A., Moxey, A., Robertson, J., Hains, I., Williamson, M., Reeve, J., and Newby, D., Do computerised clinical decision support systems for prescribing change practice? A systematic review of the literature (1990-2007). BMC Health Serv. Res. 9:154, 2009. doi:10.1186/1472-6963-9-154.PubMedPubMedCentralCrossRef Pearson, S. A., Moxey, A., Robertson, J., Hains, I., Williamson, M., Reeve, J., and Newby, D., Do computerised clinical decision support systems for prescribing change practice? A systematic review of the literature (1990-2007). BMC Health Serv. Res. 9:154, 2009. doi:10.​1186/​1472-6963-9-154.PubMedPubMedCentralCrossRef
23.
Zurück zum Zitat Nuckols, T. K., Smith-Spangler, C., Morton, S. C., Asch, S. M., Patel, V. M., Anderson, L. J., Deichsel, E. L., and Shekelle, P. G., The effectiveness of computerized order entry at reducing preventable adverse drug events and medication errors in hospital settings: a systematic review and meta-analysis. Systematic reviews. 3(1):56, 2014. doi:10.1186/2046-4053-3-56.PubMedPubMedCentralCrossRef Nuckols, T. K., Smith-Spangler, C., Morton, S. C., Asch, S. M., Patel, V. M., Anderson, L. J., Deichsel, E. L., and Shekelle, P. G., The effectiveness of computerized order entry at reducing preventable adverse drug events and medication errors in hospital settings: a systematic review and meta-analysis. Systematic reviews. 3(1):56, 2014. doi:10.​1186/​2046-4053-3-56.PubMedPubMedCentralCrossRef
24.
Zurück zum Zitat Garg, A. X., Adhikari, N. K., McDonald, H., Rosas-Arellano, M. P., Devereaux, P. J., Beyene, J., Sam, J., and Haynes, R. B., Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review. JAMA. 293(10):1223–1238, 2005. doi:10.1001/jama.293.10.1223.PubMedCrossRef Garg, A. X., Adhikari, N. K., McDonald, H., Rosas-Arellano, M. P., Devereaux, P. J., Beyene, J., Sam, J., and Haynes, R. B., Effects of computerized clinical decision support systems on practitioner performance and patient outcomes: a systematic review. JAMA. 293(10):1223–1238, 2005. doi:10.​1001/​jama.​293.​10.​1223.PubMedCrossRef
25.
Zurück zum Zitat Kawamoto, K., Houlihan, C. A., Balas, E. A., and Lobach, D. F., Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. BMJ (Clinical research ed). 330(7494):765, 2005. doi:10.1136/bmj.38398.500764.8F.CrossRef Kawamoto, K., Houlihan, C. A., Balas, E. A., and Lobach, D. F., Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success. BMJ (Clinical research ed). 330(7494):765, 2005. doi:10.​1136/​bmj.​38398.​500764.​8F.CrossRef
26.
Zurück zum Zitat Roshanov, P. S., Fernandes, N., Wilczynski, J. M., Hemens, B. J., You, J. J., Handler, S. M., Nieuwlaat, R., Souza, N. M., Beyene, J., Van Spall, H. G., Garg, A. X., and Haynes, R. B., Features of effective computerised clinical decision support systems: meta-regression of 162 randomised trials. BMJ (Clinical research ed). 346:f657, 2013. doi:10.1136/bmj.f657. Roshanov, P. S., Fernandes, N., Wilczynski, J. M., Hemens, B. J., You, J. J., Handler, S. M., Nieuwlaat, R., Souza, N. M., Beyene, J., Van Spall, H. G., Garg, A. X., and Haynes, R. B., Features of effective computerised clinical decision support systems: meta-regression of 162 randomised trials. BMJ (Clinical research ed). 346:f657, 2013. doi:10.​1136/​bmj.​f657.
27.
Zurück zum Zitat Owens, D. K., and Nease Jr., R. F., A normative analytic framework for development of practice guidelines for specific clinical populations. Medical decision making: an international journal of the Society for Medical Decision Making. 17(4):409–426, 1997.CrossRef Owens, D. K., and Nease Jr., R. F., A normative analytic framework for development of practice guidelines for specific clinical populations. Medical decision making: an international journal of the Society for Medical Decision Making. 17(4):409–426, 1997.CrossRef
28.
Zurück zum Zitat Hemens, B. J., Holbrook, A., Tonkin, M., Mackay, J. A., Weise-Kelly, L., Navarro, T., Wilczynski, N. L., and Haynes, R. B., Computerized clinical decision support systems for drug prescribing and management: a decision-maker-researcher partnership systematic review. Implement. Sci. 6:89, 2011. doi:10.1186/1748-5908-6-89.PubMedPubMedCentralCrossRef Hemens, B. J., Holbrook, A., Tonkin, M., Mackay, J. A., Weise-Kelly, L., Navarro, T., Wilczynski, N. L., and Haynes, R. B., Computerized clinical decision support systems for drug prescribing and management: a decision-maker-researcher partnership systematic review. Implement. Sci. 6:89, 2011. doi:10.​1186/​1748-5908-6-89.PubMedPubMedCentralCrossRef
29.
Zurück zum Zitat Velez-Diaz-Pallares, M., Ruano, M., Villamanan, E., Larrubia, Y., Wagner, E., and Herrero, A., Impact of electronic prescription alerts on medication errors related to vitamin K antagonists in hospitalised patients. Eur. J. Hosp. Pharm. 21(1):29–33, 2014.CrossRef Velez-Diaz-Pallares, M., Ruano, M., Villamanan, E., Larrubia, Y., Wagner, E., and Herrero, A., Impact of electronic prescription alerts on medication errors related to vitamin K antagonists in hospitalised patients. Eur. J. Hosp. Pharm. 21(1):29–33, 2014.CrossRef
30.
Zurück zum Zitat Ghibelli, S., Marengoni, A., Djade, C. D., Nobili, A., Tettamanti, M., Franchi, C., Caccia, S., Giovarruscio, F., Remuzzi, A., and Pasina, L., Prevention of inappropriate prescribing in hospitalized older patients using a computerized prescription support system (INTERcheck((R))). Drugs Aging. 30(10):821–828, 2013. doi:10.1007/s40266-013-0109-5.PubMedCrossRef Ghibelli, S., Marengoni, A., Djade, C. D., Nobili, A., Tettamanti, M., Franchi, C., Caccia, S., Giovarruscio, F., Remuzzi, A., and Pasina, L., Prevention of inappropriate prescribing in hospitalized older patients using a computerized prescription support system (INTERcheck((R))). Drugs Aging. 30(10):821–828, 2013. doi:10.​1007/​s40266-013-0109-5.PubMedCrossRef
32.
Zurück zum Zitat Malone, D. C., Abarca, J., Hansten, P. D., Grizzle, A. J., Armstrong, E. P., Van Bergen, R. C., Duncan-Edgar, B. S., Solomon, S. L., and Lipton, R. B., Identification of serious drug-drug interactions: results of the partnership to prevent drug-drug interactions. J. Am. Pharm. Assoc. 44(2):142–151, 2004.CrossRef Malone, D. C., Abarca, J., Hansten, P. D., Grizzle, A. J., Armstrong, E. P., Van Bergen, R. C., Duncan-Edgar, B. S., Solomon, S. L., and Lipton, R. B., Identification of serious drug-drug interactions: results of the partnership to prevent drug-drug interactions. J. Am. Pharm. Assoc. 44(2):142–151, 2004.CrossRef
33.
Zurück zum Zitat Andersson, M. L., Bottiger, Y., Lindh, J. D., Wettermark, B., and Eiermann, B., Impact of the drug-drug interaction database SFINX on prevalence of potentially serious drug-drug interactions in primary health care. Eur. J. Clin. Pharmacol. 69(3):565–571, 2013. doi:10.1007/s00228-012-1338-y.PubMedCrossRef Andersson, M. L., Bottiger, Y., Lindh, J. D., Wettermark, B., and Eiermann, B., Impact of the drug-drug interaction database SFINX on prevalence of potentially serious drug-drug interactions in primary health care. Eur. J. Clin. Pharmacol. 69(3):565–571, 2013. doi:10.​1007/​s00228-012-1338-y.PubMedCrossRef
36.
37.
Zurück zum Zitat Malone, D. C., and Saverno, K. R., Evaluation of a wireless handheld medication management device in the prevention of drug-drug interactions in a Medicaid population. J. Manag. Care Pharm. 18(1):33–45, 2012.PubMed Malone, D. C., and Saverno, K. R., Evaluation of a wireless handheld medication management device in the prevention of drug-drug interactions in a Medicaid population. J. Manag. Care Pharm. 18(1):33–45, 2012.PubMed
38.
Zurück zum Zitat Polidori, P., Di Giorgio, C., and Provenzani, A., Incidence of potential drug interactions in a transplant centre setting and relevance of electronic alerts for clinical practice support. Inform. Prim. Care. 20(4):257–262, 2012.PubMed Polidori, P., Di Giorgio, C., and Provenzani, A., Incidence of potential drug interactions in a transplant centre setting and relevance of electronic alerts for clinical practice support. Inform. Prim. Care. 20(4):257–262, 2012.PubMed
39.
Zurück zum Zitat Yu, D. T., Seger, D. L., Lasser, K. E., Karson, A. S., Fiskio, J. M., Seger, A. C., and Bates, D. W., Impact of implementing alerts about medication black-box warnings in electronic health records. Pharmacoepidemiol. Drug Saf. 20(2):192–202, 2011. doi:10.1002/pds.2088.PubMedCrossRef Yu, D. T., Seger, D. L., Lasser, K. E., Karson, A. S., Fiskio, J. M., Seger, A. C., and Bates, D. W., Impact of implementing alerts about medication black-box warnings in electronic health records. Pharmacoepidemiol. Drug Saf. 20(2):192–202, 2011. doi:10.​1002/​pds.​2088.PubMedCrossRef
40.
Zurück zum Zitat Strom, B. L., Schinnar, R., Aberra, F., Bilker, W., Hennessy, S., Leonard, C. E., and Pifer, E., Unintended effects of a computerized physician order entry nearly hard-stop alert to prevent a drug interaction: a randomized controlled trial. Arch. Intern. Med. 170(17):1578–1583, 2010. doi:10.1001/archinternmed.2010.324.PubMedCrossRef Strom, B. L., Schinnar, R., Aberra, F., Bilker, W., Hennessy, S., Leonard, C. E., and Pifer, E., Unintended effects of a computerized physician order entry nearly hard-stop alert to prevent a drug interaction: a randomized controlled trial. Arch. Intern. Med. 170(17):1578–1583, 2010. doi:10.​1001/​archinternmed.​2010.​324.PubMedCrossRef
41.
Zurück zum Zitat Strom, B. L., Schinnar, R., Bilker, W., Hennessy, S., Leonard, C. E., and Pifer, E., Randomized clinical trial of a customized electronic alert requiring an affirmative response compared to a control group receiving a commercial passive CPOE alert: NSAID--warfarin co-prescribing as a test case. J. Am. Med. Inform. Assoc. 17(4):411–415, 2010. doi:10.1136/jamia.2009.000695.PubMedPubMedCentralCrossRef Strom, B. L., Schinnar, R., Bilker, W., Hennessy, S., Leonard, C. E., and Pifer, E., Randomized clinical trial of a customized electronic alert requiring an affirmative response compared to a control group receiving a commercial passive CPOE alert: NSAID--warfarin co-prescribing as a test case. J. Am. Med. Inform. Assoc. 17(4):411–415, 2010. doi:10.​1136/​jamia.​2009.​000695.PubMedPubMedCentralCrossRef
42.
Zurück zum Zitat Paterno, M. D., Maviglia, S. M., Gorman, P. N., Seger, D. L., Yoshida, E., Seger, A. C., Bates, D. W., and Gandhi, T. K., Tiering drug-drug interaction alerts by severity increases compliance rates. J. Am. Med. Inform. Assoc. 16(1):40–46, 2009. doi:10.1197/jamia.M2808.PubMedPubMedCentralCrossRef Paterno, M. D., Maviglia, S. M., Gorman, P. N., Seger, D. L., Yoshida, E., Seger, A. C., Bates, D. W., and Gandhi, T. K., Tiering drug-drug interaction alerts by severity increases compliance rates. J. Am. Med. Inform. Assoc. 16(1):40–46, 2009. doi:10.​1197/​jamia.​M2808.PubMedPubMedCentralCrossRef
43.
Zurück zum Zitat Humphries, T. L., Carroll, N., Chester, E. A., Magid, D., and Rocho, B., Evaluation of an electronic critical drug interaction program coupled with active pharmacist intervention. Ann. Pharmacother. 41(12):1979–1985, 2007. doi:10.1345/aph.1K349.PubMedCrossRef Humphries, T. L., Carroll, N., Chester, E. A., Magid, D., and Rocho, B., Evaluation of an electronic critical drug interaction program coupled with active pharmacist intervention. Ann. Pharmacother. 41(12):1979–1985, 2007. doi:10.​1345/​aph.​1K349.PubMedCrossRef
44.
Zurück zum Zitat Glassman, P. A., Belperio, P., Lanto, A., Simon, B., Valuck, R., Sayers, J., and Lee, M., The utility of adding retrospective medication profiling to computerized provider order entry in an ambulatory care population. J. Am. Med. Inform. Assoc. 14(4):424–431, 2007. doi:10.1197/jamia.M2313.PubMedPubMedCentralCrossRef Glassman, P. A., Belperio, P., Lanto, A., Simon, B., Valuck, R., Sayers, J., and Lee, M., The utility of adding retrospective medication profiling to computerized provider order entry in an ambulatory care population. J. Am. Med. Inform. Assoc. 14(4):424–431, 2007. doi:10.​1197/​jamia.​M2313.PubMedPubMedCentralCrossRef
45.
Zurück zum Zitat Feldstein, A. C., Smith, D. H., Perrin, N., Yang, X., Simon, S. R., Krall, M., Sittig, D. F., Ditmer, D., Platt, R., and Soumerai, S. B., Reducing warfarin medication interactions: an interrupted time series evaluation. Arch. Intern. Med. 166(9):1009–1015, 2006. doi:10.1001/archinte.166.9.1009.PubMedCrossRef Feldstein, A. C., Smith, D. H., Perrin, N., Yang, X., Simon, S. R., Krall, M., Sittig, D. F., Ditmer, D., Platt, R., and Soumerai, S. B., Reducing warfarin medication interactions: an interrupted time series evaluation. Arch. Intern. Med. 166(9):1009–1015, 2006. doi:10.​1001/​archinte.​166.​9.​1009.PubMedCrossRef
46.
Zurück zum Zitat Takada, M., Demizu, M., and Shibakawa, M., Physicians’ prescribing attitudes to combined therapy with statins and fibrates. J. Clin. Pharm. Ther. 28(6):445–450, 2003.PubMedCrossRef Takada, M., Demizu, M., and Shibakawa, M., Physicians’ prescribing attitudes to combined therapy with statins and fibrates. J. Clin. Pharm. Ther. 28(6):445–450, 2003.PubMedCrossRef
47.
Zurück zum Zitat Halkin, H., Katzir, I., Kurman, I., Jan, J., and Malkin, B. B., Preventing drug interactions by online prescription screening in community pharmacies and medical practices. Clin. Pharmacol. Ther. 69(4):260–265, 2001. doi:10.1067/mcp.2001.114228.PubMedCrossRef Halkin, H., Katzir, I., Kurman, I., Jan, J., and Malkin, B. B., Preventing drug interactions by online prescription screening in community pharmacies and medical practices. Clin. Pharmacol. Ther. 69(4):260–265, 2001. doi:10.​1067/​mcp.​2001.​114228.PubMedCrossRef
48.
Zurück zum Zitat McMullin, S. T., Reichley, R. M., Watson, L. A., Steib, S. A., Frisse, M. E., and Bailey, T. C., Impact of a web-based clinical information system on cisapride drug interactions and patient safety. Arch. Intern. Med. 159(17):2077–2082, 1999.PubMedCrossRef McMullin, S. T., Reichley, R. M., Watson, L. A., Steib, S. A., Frisse, M. E., and Bailey, T. C., Impact of a web-based clinical information system on cisapride drug interactions and patient safety. Arch. Intern. Med. 159(17):2077–2082, 1999.PubMedCrossRef
50.
Zurück zum Zitat Tamblyn, R., Huang, A., Taylor, L., Kawasumi, Y., Bartlett, G., Grad, R., Jacques, A., Dawes, M., Abrahamowicz, M., Perreault, R., Winslade, N., Poissant, L., and Pinsonneault, A., A randomized trial of the effectiveness of on-demand versus computer-triggered drug decision support in primary care. J. Am. Med. Inform. Assoc. 15(4):430–438, 2008. doi:10.1197/jamia.M2606.PubMedPubMedCentralCrossRef Tamblyn, R., Huang, A., Taylor, L., Kawasumi, Y., Bartlett, G., Grad, R., Jacques, A., Dawes, M., Abrahamowicz, M., Perreault, R., Winslade, N., Poissant, L., and Pinsonneault, A., A randomized trial of the effectiveness of on-demand versus computer-triggered drug decision support in primary care. J. Am. Med. Inform. Assoc. 15(4):430–438, 2008. doi:10.​1197/​jamia.​M2606.PubMedPubMedCentralCrossRef
51.
Zurück zum Zitat Avery, A. J., Rodgers, S., Cantrill, J. A., Armstrong, S., Cresswell, K., Eden, M., Elliott, R. A., Howard, R., Kendrick, D., Morris, C. J., Prescott, R. J., Swanwick, G., Franklin, M., Putman, K., Boyd, M., and Sheikh, A., A pharmacist-led information technology intervention for medication errors (PINCER): a multicentre, cluster randomised, controlled trial and cost-effectiveness analysis. Lancet. 379(9823):1310–1319, 2012. doi:10.1016/s0140-6736(11)61817-5.PubMedCrossRef Avery, A. J., Rodgers, S., Cantrill, J. A., Armstrong, S., Cresswell, K., Eden, M., Elliott, R. A., Howard, R., Kendrick, D., Morris, C. J., Prescott, R. J., Swanwick, G., Franklin, M., Putman, K., Boyd, M., and Sheikh, A., A pharmacist-led information technology intervention for medication errors (PINCER): a multicentre, cluster randomised, controlled trial and cost-effectiveness analysis. Lancet. 379(9823):1310–1319, 2012. doi:10.​1016/​s0140-6736(11)61817-5.PubMedCrossRef
52.
Zurück zum Zitat Krall M. A., Sittig D. F., (2002) Clinician’s assessments of outpatient electronic medical record alert and reminder usability and usefulness requirements. Proceedings / AMIA Annual Symposium AMIA Symposium:400–404. Krall M. A., Sittig D. F., (2002) Clinician’s assessments of outpatient electronic medical record alert and reminder usability and usefulness requirements. Proceedings / AMIA Annual Symposium AMIA Symposium:400–404.
53.
Zurück zum Zitat Grimshaw, J.M., Shirran, L., Thomas, R., Mowatt, G., Fraser, C., Bero, L., Grilli, R., Harvey, E., Oxman, A., and O’Brien, M. A., Changing provider behavior: an overview of systematic reviews of interventions. Med. Care. 39(8 Suppl 2):II2–I45, 2001.PubMed Grimshaw, J.M., Shirran, L., Thomas, R., Mowatt, G., Fraser, C., Bero, L., Grilli, R., Harvey, E., Oxman, A., and O’Brien, M. A., Changing provider behavior: an overview of systematic reviews of interventions. Med. Care. 39(8 Suppl 2):II2–I45, 2001.PubMed
54.
Zurück zum Zitat Mugford, M., Banfield, P., and O’Hanlon, M., Effects of feedback of information on clinical practice: a review. BMJ (Clinical research ed). 303(6799):398–402, 1991.PubMedCentralCrossRef Mugford, M., Banfield, P., and O’Hanlon, M., Effects of feedback of information on clinical practice: a review. BMJ (Clinical research ed). 303(6799):398–402, 1991.PubMedCentralCrossRef
55.
Zurück zum Zitat van der Sijs, H., Mulder, A., van Gelder, T., Aarts, J., Berg, M., and Vulto, A., Drug safety alert generation and overriding in a large Dutch university medical Centre. Pharmacoepidemiol. Drug Saf. 18(10):941–947, 2009. doi:10.1002/pds.1800.PubMedCrossRef van der Sijs, H., Mulder, A., van Gelder, T., Aarts, J., Berg, M., and Vulto, A., Drug safety alert generation and overriding in a large Dutch university medical Centre. Pharmacoepidemiol. Drug Saf. 18(10):941–947, 2009. doi:10.​1002/​pds.​1800.PubMedCrossRef
56.
Zurück zum Zitat Vervloet, M., Linn, A. J., van Weert, J. C., de Bakker, D. H., Bouvy, M. L., and van Dijk, L., The effectiveness of interventions using electronic reminders to improve adherence to chronic medication: a systematic review of the literature. J. Am. Med. Inform. Assoc. 19(5):696–704, 2012. doi:10.1136/amiajnl-2011-000748.PubMedPubMedCentralCrossRef Vervloet, M., Linn, A. J., van Weert, J. C., de Bakker, D. H., Bouvy, M. L., and van Dijk, L., The effectiveness of interventions using electronic reminders to improve adherence to chronic medication: a systematic review of the literature. J. Am. Med. Inform. Assoc. 19(5):696–704, 2012. doi:10.​1136/​amiajnl-2011-000748.PubMedPubMedCentralCrossRef
57.
Zurück zum Zitat Jamal, A., McKenzie, K., and Clark, M., The impact of health information technology on the quality of medical and health care: a systematic review. HIM J. 38(3):26–37, 2009.PubMed Jamal, A., McKenzie, K., and Clark, M., The impact of health information technology on the quality of medical and health care: a systematic review. HIM J. 38(3):26–37, 2009.PubMed
58.
Zurück zum Zitat Bright, T.J., Wong, A., Dhurjati, R., Bristow, E., Bastian, L., Coeytaux, R. R., Samsa, G., Hasselblad, V., Williams, J. W., Musty, M. D., Wing, L., Kendrick, A. S., Sanders, G. D., and Lobach, D., Effect of clinical decision-support systems: a systematic review. Ann. Intern. Med. 157(1):29–43, 2012. doi:10.7326/0003-4819-157-1-201207030-00450.PubMedCrossRef Bright, T.J., Wong, A., Dhurjati, R., Bristow, E., Bastian, L., Coeytaux, R. R., Samsa, G., Hasselblad, V., Williams, J. W., Musty, M. D., Wing, L., Kendrick, A. S., Sanders, G. D., and Lobach, D., Effect of clinical decision-support systems: a systematic review. Ann. Intern. Med. 157(1):29–43, 2012. doi:10.​7326/​0003-4819-157-1-201207030-00450.PubMedCrossRef
60.
Zurück zum Zitat Jaspers, M.W., Smeulers, M., Vermeulen, H., and Peute, L.W., 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. 18(3):327–334, 2011. doi:10.1136/amiajnl-2011-000094.PubMedPubMedCentralCrossRef Jaspers, M.W., Smeulers, M., Vermeulen, H., and Peute, L.W., 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. 18(3):327–334, 2011. doi:10.​1136/​amiajnl-2011-000094.PubMedPubMedCentralCrossRef
61.
Zurück zum Zitat McKibbon, K. A., Lokker, C., Handler, S. M., Dolovich, L. R., Holbrook, A. M., O’Reilly, D., Tamblyn, R., Hemens, B. J., Basu, R., Troyan, S., and Roshanov, P. S., The effectiveness of integrated health information technologies across the phases of medication management: a systematic review of randomized controlled trials. J. Am. Med. Inform. Assoc. 19(1):22–30, 2012. doi:10.1136/amiajnl-2011-000304.PubMedCrossRef McKibbon, K. A., Lokker, C., Handler, S. M., Dolovich, L. R., Holbrook, A. M., O’Reilly, D., Tamblyn, R., Hemens, B. J., Basu, R., Troyan, S., and Roshanov, P. S., The effectiveness of integrated health information technologies across the phases of medication management: a systematic review of randomized controlled trials. J. Am. Med. Inform. Assoc. 19(1):22–30, 2012. doi:10.​1136/​amiajnl-2011-000304.PubMedCrossRef
62.
Zurück zum Zitat Yui, B. H., Jim, W. T., Chen, M., Hsu, J. M., Liu, C. Y., and Lee, T. T., Evaluation of computerized physician order entry system-a satisfaction survey in Taiwan. J. Med. Syst. 36(6):3817–3824, 2012. doi:10.1007/s10916-012-9854-y.PubMedCrossRef Yui, B. H., Jim, W. T., Chen, M., Hsu, J. M., Liu, C. Y., and Lee, T. T., Evaluation of computerized physician order entry system-a satisfaction survey in Taiwan. J. Med. Syst. 36(6):3817–3824, 2012. doi:10.​1007/​s10916-012-9854-y.PubMedCrossRef
63.
Zurück zum Zitat Martinez-Perez, B., de la Torre-Diez, I., Lopez-Coronado, M., Sainz-de-Abajo, B., Robles, M., and Garcia-Gomez, J. M., Mobile clinical decision support systems and applications: a literature and commercial review. J. Med. Syst. 38(1):4, 2014. doi:10.1007/s10916-013-0004-y.PubMedCrossRef Martinez-Perez, B., de la Torre-Diez, I., Lopez-Coronado, M., Sainz-de-Abajo, B., Robles, M., and Garcia-Gomez, J. M., Mobile clinical decision support systems and applications: a literature and commercial review. J. Med. Syst. 38(1):4, 2014. doi:10.​1007/​s10916-013-0004-y.PubMedCrossRef
Metadaten
Titel
Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects
verfasst von
Ehsan Nabovati
Hasan Vakili-Arki
Zhila Taherzadeh
Mohammad Reza Saberi
Stephanie Medlock
Ameen Abu-Hanna
Saeid Eslami
Publikationsdatum
01.01.2017
Verlag
Springer US
Erschienen in
Journal of Medical Systems / Ausgabe 1/2017
Print ISSN: 0148-5598
Elektronische ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-016-0649-4

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