메뉴 건너뛰기




Volumn 66, Issue , 2017, Pages 204-213

User-centered design improves the usability of drug-drug interaction alerts: Experimental comparison of interfaces

Author keywords

Clinical decision support systems; Drug interactions; Human computer interaction; Participatory design; Usability; User centered design

Indexed keywords

ARTIFICIAL INTELLIGENCE; DECISION SUPPORT SYSTEMS; HUMAN COMPUTER INTERACTION; SOFTWARE ENGINEERING; USER CENTERED DESIGN;

EID: 85010297356     PISSN: 15320464     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jbi.2017.01.009     Document Type: Article
Times cited : (43)

References (68)
  • 1
    • 84969802532 scopus 로고    scopus 로고
    • Medical error — the third leading cause of death in the US
    • [1] Makary, M.A., Daniel, M., Medical error — the third leading cause of death in the US. BMJ 2139 (2016), 1–5, 10.1136/bmj.i2139.
    • (2016) BMJ , vol.2139 , pp. 1-5
    • Makary, M.A.1    Daniel, M.2
  • 2
    • 0003413171 scopus 로고    scopus 로고
    • To err is human: building a safer health system
    • National Academies Press, Institute of Medicine
    • [2] Kohn, L.T., Corrigan, J.M., Donaldson, M.S., To err is human: building a safer health system. 1999, National Academies Press, Institute of Medicine.
    • (1999)
    • Kohn, L.T.1    Corrigan, J.M.2    Donaldson, M.S.3
  • 3
    • 0028978123 scopus 로고
    • Systems analysis of adverse drug events. ADE Prevention Study Group
    • [3] Leape, L.L., Bates, D.W., Cullen, D.J., Cooper, J., Demonaco, H.J., Gallivan, T., et al. Systems analysis of adverse drug events. ADE Prevention Study Group. JAMA 274 (1995), 35–43.
    • (1995) JAMA , vol.274 , pp. 35-43
    • Leape, L.L.1    Bates, D.W.2    Cullen, D.J.3    Cooper, J.4    Demonaco, H.J.5    Gallivan, T.6
  • 4
    • 84863332160 scopus 로고    scopus 로고
    • Effect of clinical decision-support systems: a systematic review
    • [4] Bright, T.J., Wong, A., Dhurjati, R., Bristow, E., Bastian, L., Coeytaux, R.R., et al. Effect of clinical decision-support systems: a systematic review. Ann Intern Med 157 (2012), 29–43, 10.7326/0003-4819-157-1-201207030-00450.
    • (2012) Ann Intern Med , vol.157 , pp. 29-43
    • Bright, T.J.1    Wong, A.2    Dhurjati, R.3    Bristow, E.4    Bastian, L.5    Coeytaux, R.R.6
  • 5
    • 33845439066 scopus 로고    scopus 로고
    • Medication-related clinical decision support in computerized provider order entry systems: a review
    • [5] Kuperman, G.J., Bobb, A., Payne, T.H., Avery, A.J., Gandhi, T.K., Burns, G., et al. Medication-related clinical decision support in computerized provider order entry systems: a review. J Am Med Informatics Assoc 14 (2007), 29–40, 10.1197/jamia.M2170.
    • (2007) J Am Med Informatics Assoc , vol.14 , pp. 29-40
    • Kuperman, G.J.1    Bobb, A.2    Payne, T.H.3    Avery, A.J.4    Gandhi, T.K.5    Burns, G.6
  • 6
    • 0036884965 scopus 로고    scopus 로고
    • Improving recognition of drug interactions: benefits and barriers to using automated drug alerts
    • [6] Glassman, P.a., Simon, B., Belperio, P., Lanto, A., Improving recognition of drug interactions: benefits and barriers to using automated drug alerts. Med Care 40 (2002), 1161–1171, 10.1097/01.MLR.0000036429.31445.E0.
    • (2002) Med Care , vol.40 , pp. 1161-1171
    • Glassman, P.A.1    Simon, B.2    Belperio, P.3    Lanto, A.4
  • 7
    • 46249133650 scopus 로고    scopus 로고
    • Clinical decision support: the road ahead
    • Academic Press
    • [7] Greenes, R., Clinical decision support: the road ahead. 2014, Academic Press, 10.1016/B978-0-12-398476-0.00029-4.
    • (2014)
    • Greenes, R.1
  • 8
    • 33646822781 scopus 로고    scopus 로고
    • Systematic review: impact of health information technology on quality, efficiency, and costs of medical care
    • [8] Chaudhry, B., Wang, J., Wu, S., Maglione, M., Mojica, W., Roth, E., et al. Systematic review: impact of health information technology on quality, efficiency, and costs of medical care. Ann Intern Med 144 (2006), 742–752.
    • (2006) Ann Intern Med , vol.144 , pp. 742-752
    • Chaudhry, B.1    Wang, J.2    Wu, S.3    Maglione, M.4    Mojica, W.5    Roth, E.6
  • 9
    • 84884734067 scopus 로고    scopus 로고
    • On the alert: future priorities for alerts in clinical decision support for computerized physician order entry identified from a European workshop
    • [9] Coleman, J.J., van der Sijs, H., Haefeli, W.E., Slight, S.P., McDowell, S.E., Seidling, H.M., et al. On the alert: future priorities for alerts in clinical decision support for computerized physician order entry identified from a European workshop. BMC Med Inform Decis Mak, 13, 2013, 111, 10.1186/1472-6947-13-111.
    • (2013) BMC Med Inform Decis Mak , vol.13 , pp. 111
    • Coleman, J.J.1    van der Sijs, H.2    Haefeli, W.E.3    Slight, S.P.4    McDowell, S.E.5    Seidling, H.M.6
  • 10
    • 84904133401 scopus 로고    scopus 로고
    • Presenting multiple drug alerts in an ambulatory electronic prescribing system
    • [10] Xie, M., Weinger, M.B., Gregg, W.M., Johnson, K.B., Presenting multiple drug alerts in an ambulatory electronic prescribing system. Appl Clin Inform 5 (2014), 334–348, 10.4338/ACI-2013-10-RA-0092.
    • (2014) Appl Clin Inform , vol.5 , pp. 334-348
    • Xie, M.1    Weinger, M.B.2    Gregg, W.M.3    Johnson, K.B.4
  • 11
    • 33644684660 scopus 로고    scopus 로고
    • Overriding of drug safety alerts in computerized physician order entry
    • [11] van der Sijs, H., Aarts, J., Vulto, A., Berg, M., Overriding of drug safety alerts in computerized physician order entry. J Am Med Informatics Assoc 13 (2006), 138–147, 10.1197/jamia.M1809.
    • (2006) J Am Med Informatics Assoc , vol.13 , pp. 138-147
    • van der Sijs, H.1    Aarts, J.2    Vulto, A.3    Berg, M.4
  • 12
    • 85010421630 scopus 로고    scopus 로고
    • Bernaldo de Quiros FG, Luna D, Gomez A, Martinez M, Cifarelli G. Creación de un sistema para la detección de interacciones farmacológicas en una Historia Clínica Electrónica. 4to Simp. Informática en Salud - 30 JAIIO, vol. 30; 2001. p. 105–13.
    • [12] Schpilberg M, Bernaldo de Quiros FG, Luna D, Gomez A, Martinez M, Cifarelli G. Creación de un sistema para la detección de interacciones farmacológicas en una Historia Clínica Electrónica. 4to Simp. Informática en Salud - 30 JAIIO, vol. 30; 2001. p. 105–13.
    • Schpilberg, M.1
  • 13
    • 85010413125 scopus 로고    scopus 로고
    • Incorporación de tecnologías de la información y de las comunicaciones en el Hospital Italiano de Buenos Aires
    • [13] Luna, D., Plazzotta, F., Otero, C., González Bernaldo de Quirós, F., Baum, A., Benítez, S., Incorporación de tecnologías de la información y de las comunicaciones en el Hospital Italiano de Buenos Aires. CEPAL, 2012.
    • (2012) CEPAL
    • Luna, D.1    Plazzotta, F.2    Otero, C.3    González Bernaldo de Quirós, F.4    Baum, A.5    Benítez, S.6
  • 14
    • 85010441308 scopus 로고    scopus 로고
    • González Bernaldo De Quirós F. Drug-drug interaction in a healthcare network of Argentina: frequency and characteristics. XIII Congr. Bras. em Informática em Saúde – CBIS 2012, 2012.
    • [14] Luna D, Waldhorn M, Ianicelli A, Risk M, González Bernaldo De Quirós F. Drug-drug interaction in a healthcare network of Argentina: frequency and characteristics. XIII Congr. Bras. em Informática em Saúde – CBIS 2012, 2012.
    • Luna, D.1    Waldhorn, M.2    Ianicelli, A.3    Risk, M.4
  • 15
    • 84856299581 scopus 로고    scopus 로고
    • Health IT and patient safety: building safer systems for better care
    • The National Academies Press (US) Washington (DC)
    • [15] Institute of Medicine (IOM), Health IT and patient safety: building safer systems for better care. 2012, The National Academies Press (US), Washington (DC), 10.1001/jama.308.21.2282-a.
    • (2012)
    • Institute of Medicine IOM1
  • 16
    • 84883804232 scopus 로고    scopus 로고
    • Medication safety and knowledge-based functions: a stepwise approach against information overload
    • [16] Patapovas, A., Dormann, H., Sedlmayr, B., Kirchner, M., Sonst, A., Müller, F., et al. Medication safety and knowledge-based functions: a stepwise approach against information overload. Br J Clin Pharmacol, 76, 2013, 14, 10.1111/bcp.12190.
    • (2013) Br J Clin Pharmacol , vol.76 , pp. 14
    • Patapovas, A.1    Dormann, H.2    Sedlmayr, B.3    Kirchner, M.4    Sonst, A.5    Müller, F.6
  • 19
    • 84879968440 scopus 로고    scopus 로고
    • Adherence to drug–drug interaction alerts in high-risk patients: a trial of context-enhanced alerting
    • [19] Duke, J.D., Li, X., Dexter, P., Adherence to drug–drug interaction alerts in high-risk patients: a trial of context-enhanced alerting. J Am Med Informatics Assoc 20 (2013), 494–498, 10.1136/amiajnl-2012-001073.
    • (2013) J Am Med Informatics Assoc , vol.20 , pp. 494-498
    • Duke, J.D.1    Li, X.2    Dexter, P.3
  • 20
    • 83055161678 scopus 로고    scopus 로고
    • Contextualization of automatic alerts during electronic prescription: researchers’ and users' opinions on useful context factors
    • [20] Ammenwerth, E., Hackl, W.O., Riedmann, D., Jung, M., Contextualization of automatic alerts during electronic prescription: researchers’ and users' opinions on useful context factors. Stud Health Technol Inform 169 (2011), 920–924, 10.3233/978-1-60750-806-9-920.
    • (2011) Stud Health Technol Inform , vol.169 , pp. 920-924
    • Ammenwerth, E.1    Hackl, W.O.2    Riedmann, D.3    Jung, M.4
  • 21
    • 0242664599 scopus 로고    scopus 로고
    • Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality
    • [21] Bates, D.W., Kuperman, G.J., Wang, S., Gandhi, T., Kittler, A., Volk, L., et al. Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality. J Am Med Informatics Assoc 10 (2003), 523–530, 10.1197/jamia.M1370.
    • (2003) J Am Med Informatics Assoc , vol.10 , pp. 523-530
    • Bates, D.W.1    Kuperman, G.J.2    Wang, S.3    Gandhi, T.4    Kittler, A.5    Volk, L.6
  • 22
    • 85016271623 scopus 로고    scopus 로고
    • Variation in high-priority drug-drug interaction alerts across institutions and electronic health records
    • [22] McEvoy, D.S., Sittig, D.F., Hickman, T.-T., Aaron, S., Ai, A., Amato, M., et al. Variation in high-priority drug-drug interaction alerts across institutions and electronic health records. J Am Med Informatics Assoc, 2016.
    • (2016) J Am Med Informatics Assoc
    • McEvoy, D.S.1    Sittig, D.F.2    Hickman, T.-T.3    Aaron, S.4    Ai, A.5    Amato, M.6
  • 23
    • 85010441386 scopus 로고    scopus 로고
    • Evaluations of drug interactions. St. Louis, Missouri, USA; 2005.
    • [23] Zucchero F, Hogan M, Sommer C. Evaluations of drug interactions. St. Louis, Missouri, USA; 2005.
    • Zucchero, F.1    Hogan, M.2    Sommer, C.3
  • 25
    • 35748952535 scopus 로고    scopus 로고
    • Analysis and redesign of a knowledge database for a drug-drug interactions alert system
    • [25] Luna, D., Otero, V., Canosa, D., Montenegro, S., Otero, P., González Bernaldo de Quirós, F., Analysis and redesign of a knowledge database for a drug-drug interactions alert system. CIN 129 (2007), 885–889.
    • (2007) CIN , vol.129 , pp. 885-889
    • Luna, D.1    Otero, V.2    Canosa, D.3    Montenegro, S.4    Otero, P.5    González Bernaldo de Quirós, F.6
  • 26
    • 85010291881 scopus 로고    scopus 로고
    • Coincidencias de pares de interacción droga-droga en trabajos seleccionados y el Sistema Notificador De Interacciones Farmacológicas del Hospital Italiano de Buenos Aires. Congr. Argentino Med. Interna, SAM. Sociedad Argentina de Medicina; 2013.
    • [26] Luna D, Baum AJ, Giunti G, Tarsetti E, Díaz S, Briatore A. Coincidencias de pares de interacción droga-droga en trabajos seleccionados y el Sistema Notificador De Interacciones Farmacológicas del Hospital Italiano de Buenos Aires. Congr. Argentino Med. Interna, SAM. Sociedad Argentina de Medicina; 2013.
    • Luna, D.1    Baum, A.J.2    Giunti, G.3    Tarsetti, E.4    Díaz, S.5    Briatore, A.6
  • 27
    • 84925482075 scopus 로고    scopus 로고
    • Consensus recommendations for systematic evaluation of drug-drug interaction evidence for clinical decision support
    • [27] Scheife, R.T., Hines, L.E., Boyce, R.D., Chung, S.P., Momper, J.D., Sommer, C.D., et al. Consensus recommendations for systematic evaluation of drug-drug interaction evidence for clinical decision support. Drug Saf 38 (2015), 197–206, 10.1007/s40264-014-0262-8.
    • (2015) Drug Saf , vol.38 , pp. 197-206
    • Scheife, R.T.1    Hines, L.E.2    Boyce, R.D.3    Chung, S.P.4    Momper, J.D.5    Sommer, C.D.6
  • 28
    • 79959682422 scopus 로고    scopus 로고
    • Factors influencing alert acceptance: a novel approach for predicting the success of clinical decision support
    • [28] Seidling, H.M., Phansalkar, S., Seger, D.L., Paterno, M.D., Shaykevich, S., Haefeli, W.E., et al. Factors influencing alert acceptance: a novel approach for predicting the success of clinical decision support. J Am Med Inf Assoc 18 (2011), 479–484, 10.1136/amiajnl-2010-000039.
    • (2011) J Am Med Inf Assoc , vol.18 , pp. 479-484
    • Seidling, H.M.1    Phansalkar, S.2    Seger, D.L.3    Paterno, M.D.4    Shaykevich, S.5    Haefeli, W.E.6
  • 31
    • 85138419228 scopus 로고    scopus 로고
    • Human-computer interaction: development process
    • CRC Press
    • [31] Sears, A., Jacko, J.A., Human-computer interaction: development process. 2009, CRC Press.
    • (2009)
    • Sears, A.1    Jacko, J.A.2
  • 32
    • 84924496611 scopus 로고    scopus 로고
    • Cognitive informatics in biomedicine and healthcare
    • [32] Patel, V.L., Kannampallil, T.G., Cognitive informatics in biomedicine and healthcare. J Biomed Inform 53 (2015), 3–14, 10.1016/j.jbi.2014.12.007.
    • (2015) J Biomed Inform , vol.53 , pp. 3-14
    • Patel, V.L.1    Kannampallil, T.G.2
  • 33
    • 0003562445 scopus 로고
    • User centered system design: new perspectives on human-computer interaction
    • 1st ed. CRC Press Hillsdale, N.J.
    • [33] Norman, D.A., Draper, S.W., User centered system design: new perspectives on human-computer interaction. 1st ed., 1986, CRC Press, Hillsdale, N.J.
    • (1986)
    • Norman, D.A.1    Draper, S.W.2
  • 34
    • 85010294452 scopus 로고    scopus 로고
    • ISO 92410-210:2010: Part 210: Ergonomics of human–system interaction: Human-centred design for interactive systems. ISO; 2010.
    • [34] ISO 92410-210:2010: Part 210: Ergonomics of human–system interaction: Human-centred design for interactive systems. ISO; 2010.
  • 35
    • 84979966631 scopus 로고    scopus 로고
    • Participatory design, user involvement and health IT evaluation
    • [35] Kushniruk, A., Nøhr, C., Participatory design, user involvement and health IT evaluation. Stud Health Technol Inform 222 (2016), 139–151.
    • (2016) Stud Health Technol Inform , vol.222 , pp. 139-151
    • Kushniruk, A.1    Nøhr, C.2
  • 36
    • 58149498785 scopus 로고    scopus 로고
    • Usability and user-centered design in scientific software development
    • [36] Macaulay, C., Sloan, D., Jiang, X., Forbes, P., Loynton, S., Swedlow, J.R., et al. Usability and user-centered design in scientific software development. IEEE Softw 26 (2009), 96–102, 10.1109/MS.2009.27.
    • (2009) IEEE Softw , vol.26 , pp. 96-102
    • Macaulay, C.1    Sloan, D.2    Jiang, X.3    Forbes, P.4    Loynton, S.5    Swedlow, J.R.6
  • 37
    • 84880239200 scopus 로고    scopus 로고
    • Trends in the quality of human-centric software engineering experiments – a quasi-experiment
    • [37] Kitchenham, B., Sjoberg, D.I.K., Dyba, T., Brereton, O.P., Budgen, D., Host, M., et al. Trends in the quality of human-centric software engineering experiments – a quasi-experiment. IEEE Trans Softw Eng 39 (2013), 1002–1017, 10.1109/TSE.2012.76.
    • (2013) IEEE Trans Softw Eng , vol.39 , pp. 1002-1017
    • Kitchenham, B.1    Sjoberg, D.I.K.2    Dyba, T.3    Brereton, O.P.4    Budgen, D.5    Host, M.6
  • 38
    • 36949000075 scopus 로고    scopus 로고
    • 2nd International workshop on realising evidence-based software engineering (REBSE-2): Overview and Introduction. Second Int. Work. Realis. Evidence-Based Softw. Eng. (REBSE ’07), IEEE; 2007, p. 1–1. doi:.
    • [38] Kitchenham B, Budgen D, Brereton P, Turner M. 2nd International workshop on realising evidence-based software engineering (REBSE-2): Overview and Introduction. Second Int. Work. Realis. Evidence-Based Softw. Eng. (REBSE ’07), IEEE; 2007, p. 1–1. doi: http://dx.doi.org/10.1109/REBSE.2007.1.
    • Kitchenham, B.1    Budgen, D.2    Brereton, P.3    Turner, M.4
  • 41
    • 85010441349 scopus 로고    scopus 로고
    • First hospital in Argentina awarded for digital maturity n.d. <> [accessed September 27, 2016].
    • [41] First hospital in Argentina awarded for digital maturity n.d. < https://www.eiseverywhere.com/file_uploads/b4ead7f8dcbcbe30ebebf601e62dfeaa_Argentina_HospitalItalianoPressRelease.pdf> [accessed September 27, 2016].
  • 42
    • 85010441325 scopus 로고    scopus 로고
    • Noticias Departamento de Informática en Salud del Hospital Italiano. Único Hospital en Argentina en acreditar calidad de Historia Clínica Electrónica 2016. <> [accessed September 27, 2016].
    • [42] Noticias Departamento de Informática en Salud del Hospital Italiano. Único Hospital en Argentina en acreditar calidad de Historia Clínica Electrónica 2016. < https://www1.hospitalitaliano.org.ar/infomed/index.php?contenido=ver_curso.php&id_curso=19752> [accessed September 27, 2016].
  • 43
    • 84951983234 scopus 로고    scopus 로고
    • User-centered design of health care software development: towards a cultural change. Stud Health Technol Inform, vol. 216. IOS Press; 2015. p. 368–71.
    • [43] Stanziola E, Uznayo MQ, Ortiz JM, Simón M, Otero C, Campos F, et al. User-centered design of health care software development: towards a cultural change. Stud Health Technol Inform, vol. 216. IOS Press; 2015. p. 368–71.
    • Stanziola, E.1    Uznayo, M.Q.2    Ortiz, J.M.3    Simón, M.4    Otero, C.5    Campos, F.6
  • 44
    • 85010441328 scopus 로고    scopus 로고
    • Morae n.d. <>.
    • [44] Morae n.d. < https://www.techsmith.com/morae.html>.
  • 45
    • 84861639160 scopus 로고    scopus 로고
    • Routledge international handbook of participatory design
    • Routledge
    • [45] Simonsen, J., Robertson, T., Routledge international handbook of participatory design. 2013, Routledge.
    • (2013)
    • Simonsen, J.1    Robertson, T.2
  • 47
    • 85011229253 scopus 로고    scopus 로고
    • Using vignettes in awareness and attitudinal research
    • [47] Schoenberg, N.E., Ravdal, H., Using vignettes in awareness and attitudinal research. Int J Soc Res Methodol 3 (2000), 63–74, 10.1080/136455700294932.
    • (2000) Int J Soc Res Methodol , vol.3 , pp. 63-74
    • Schoenberg, N.E.1    Ravdal, H.2
  • 48
    • 84929702236 scopus 로고    scopus 로고
    • Vignette methodologies for studying clinicians’ decision-making: validity, utility, and application in ICD-11 field studies
    • [48] Evans, S.C., Roberts, M.C., Keeley, J.W., Blossom, J.B., Amaro, C.M., Garcia, A.M., et al. Vignette methodologies for studying clinicians’ decision-making: validity, utility, and application in ICD-11 field studies. Int J Clin Heal Psychol 15 (2015), 160–170, 10.1016/j.ijchp.2014.12.001.
    • (2015) Int J Clin Heal Psychol , vol.15 , pp. 160-170
    • Evans, S.C.1    Roberts, M.C.2    Keeley, J.W.3    Blossom, J.B.4    Amaro, C.M.5    Garcia, A.M.6
  • 49
    • 85010412817 scopus 로고    scopus 로고
    • The encyclopedia of human-computer interaction. Encycl Human-Computer Interact; 2012. <>.
    • [49] Soegaard M, Dam RF. The encyclopedia of human-computer interaction. Encycl Human-Computer Interact; 2012. < file:///books/hci.html>.
    • Soegaard, M.1    Dam, R.F.2
  • 50
    • 85010421617 scopus 로고    scopus 로고
    • Balsamiq n.d. <>.
    • [50] Balsamiq n.d. < https://balsamiq.com/>.
  • 51
    • 7444241392 scopus 로고    scopus 로고
    • The think aloud method: a guide to user interface design
    • [51] Jaspers, M.W.M., Steen, T., Van Den, Bos C., Geenen, M., The think aloud method: a guide to user interface design. Int J Med Inform 73 (2004), 781–795, 10.1016/j.ijmedinf.2004.08.003.
    • (2004) Int J Med Inform , vol.73 , pp. 781-795
    • Jaspers, M.W.M.1    Steen, T.2    Van Den, B.C.3    Geenen, M.4
  • 52
    • 85010442707 scopus 로고    scopus 로고
    • Axure n.d. <>.
    • [52] Axure n.d. < http://www.axure.com/>.
  • 53
    • 0347491965 scopus 로고
    • SUS: a “quick and dirty” usability scale
    • Taylor and Francis London
    • [53] Jordan, P.W., Thomas, B., Weerdmeester, B.A., McClelland, A.L., SUS: a “quick and dirty” usability scale. 1986, Taylor and Francis, London.
    • (1986)
    • Jordan, P.W.1    Thomas, B.2    Weerdmeester, B.A.3    McClelland, A.L.4
  • 54
    • 0002020833 scopus 로고    scopus 로고
    • SUS - a quick and dirty usability scale
    • [54] Brooke, J., SUS - a quick and dirty usability scale. Usability Eval Ind 189 (1996), 4–7, 10.1002/hbm.20701.
    • (1996) Usability Eval Ind , vol.189 , pp. 4-7
    • Brooke, J.1
  • 55
    • 84863558204 scopus 로고    scopus 로고
    • Development and validation of a survey instrument for assessing prescribers’ perception of computerized drug-drug interaction alerts
    • [55] Zheng, K., Fear, K., Chaffee, B.W., Zimmerman, C.R., Karls, E.M., Gatwood, J.D., et al. Development and validation of a survey instrument for assessing prescribers’ perception of computerized drug-drug interaction alerts. J Am Med Informatics Assoc 18 (2011), i51–i61, 10.1136/amiajnl-2010-000053.
    • (2011) J Am Med Informatics Assoc , vol.18 , pp. i51-i61
    • Zheng, K.1    Fear, K.2    Chaffee, B.W.3    Zimmerman, C.R.4    Karls, E.M.5    Gatwood, J.D.6
  • 56
    • 85010312874 scopus 로고    scopus 로고
    • R: The R Project for Statistical Computing n.d. <>.
    • [56] R: The R Project for Statistical Computing n.d. < https://www.r-project.org/>.
  • 57
    • 84930750411 scopus 로고    scopus 로고
    • Usability flaws of medication-related alerting functions: a systematic qualitative review
    • [57] Marcilly, R., Ammenwerth, E., Vasseur, F., Roehrer, E., Beuscart-Zéphir, M.C., Usability flaws of medication-related alerting functions: a systematic qualitative review. J Biomed Inform 55 (2015), 260–271, 10.1016/j.jbi.2015.03.006.
    • (2015) J Biomed Inform , vol.55 , pp. 260-271
    • Marcilly, R.1    Ammenwerth, E.2    Vasseur, F.3    Roehrer, E.4    Beuscart-Zéphir, M.C.5
  • 58
    • 84902086763 scopus 로고    scopus 로고
    • Clinical decision support alert appropriateness: a review and proposal for improvement
    • [58] McCoy, A.B., Thomas, E.J., Krousel-Wood, M., Sittig, D.F., Clinical decision support alert appropriateness: a review and proposal for improvement. Ochsner J 14 (2014), 195–202.
    • (2014) Ochsner J , vol.14 , pp. 195-202
    • McCoy, A.B.1    Thomas, E.J.2    Krousel-Wood, M.3    Sittig, D.F.4
  • 59
    • 84908137279 scopus 로고    scopus 로고
    • Evaluation of medication alerts in electronic health records for compliance with human factors principles
    • [59] Phansalkar, S., Zachariah, M., Seidling, H.M., Mendes, C., Volk, L., Bates, D.W., Evaluation of medication alerts in electronic health records for compliance with human factors principles. J Am Med Informatics Assoc 21 (2014), e332–e340, 10.1136/amiajnl-2013-002279.
    • (2014) J Am Med Informatics Assoc , vol.21 , pp. e332-e340
    • Phansalkar, S.1    Zachariah, M.2    Seidling, H.M.3    Mendes, C.4    Volk, L.5    Bates, D.W.6
  • 60
    • 84908143660 scopus 로고    scopus 로고
    • Applying human factors principles to alert design increases efficiency and reduces prescribing errors in a scenario-based simulation
    • [60] Russ, A.L., Zillich, A.J., Melton, B.L., Russell, S.a., Chen, S., Spina, J.R., et al. Applying human factors principles to alert design increases efficiency and reduces prescribing errors in a scenario-based simulation. J Am Med Inform Assoc, 2014, 1–10, 10.1136/amiajnl-2013-002045.
    • (2014) J Am Med Inform Assoc , pp. 1-10
    • Russ, A.L.1    Zillich, A.J.2    Melton, B.L.3    Russell, S.A.4    Chen, S.5    Spina, J.R.6
  • 61
    • 84896721617 scopus 로고    scopus 로고
    • What, if all alerts were specific – estimating the potential impact on drug interaction alert burden
    • [61] Seidling, H.M., Klein, U., Schaier, M., Czock, D., Theile, D., Pruszydlo, M.G., et al. What, if all alerts were specific – estimating the potential impact on drug interaction alert burden. Int J Med Inform 83 (2014), 285–291, 10.1016/j.ijmedinf.2013.12.006.
    • (2014) Int J Med Inform , vol.83 , pp. 285-291
    • Seidling, H.M.1    Klein, U.2    Schaier, M.3    Czock, D.4    Theile, D.5    Pruszydlo, M.G.6
  • 62
    • 84942369150 scopus 로고    scopus 로고
    • Clinical relevancy and risks of potential drug–drug interactions in intensive therapy
    • [62] Rodrigues, A.T., Stahlschmidt, R., Granja, S., Falcão, A.L.E., Moriel, P., Mazzola, P.G., Clinical relevancy and risks of potential drug–drug interactions in intensive therapy. Saudi Pharm J 23 (2015), 366–370, 10.1016/j.jsps.2014.11.014.
    • (2015) Saudi Pharm J , vol.23 , pp. 366-370
    • Rodrigues, A.T.1    Stahlschmidt, R.2    Granja, S.3    Falcão, A.L.E.4    Moriel, P.5    Mazzola, P.G.6
  • 63
    • 84867568453 scopus 로고    scopus 로고
    • Drug-drug interactions in the medical intensive care unit: an assessment of frequency, severity and the medications involved
    • [63] Smithburger, P.L., Kane-Gill, S.L., Seybert, A.L., Drug-drug interactions in the medical intensive care unit: an assessment of frequency, severity and the medications involved. Int J Pharm Pract 20 (2012), 402–408, 10.1111/j.2042-7174.2012.00221.x.
    • (2012) Int J Pharm Pract , vol.20 , pp. 402-408
    • Smithburger, P.L.1    Kane-Gill, S.L.2    Seybert, A.L.3
  • 64
    • 84976497518 scopus 로고    scopus 로고
    • Potential drug-drug interactions in medical intensive care unit of a tertiary care hospital in Pakistan
    • [64] Ismail, M., Khan, F., Noor, S., Haider, I., Haq, I.-U., Ali, Z., et al. Potential drug-drug interactions in medical intensive care unit of a tertiary care hospital in Pakistan. Int J Clin Pharm 38 (2016), 1052–1056, 10.1007/s11096-016-0340-3.
    • (2016) Int J Clin Pharm , vol.38 , pp. 1052-1056
    • Ismail, M.1    Khan, F.2    Noor, S.3    Haider, I.4    Haq, I.-U.5    Ali, Z.6
  • 65
    • 84897499312 scopus 로고    scopus 로고
    • Differences among admitting departments in alerts and alert overrides for drug-drug interaction
    • [65] Ahn, E.K., Kam, H.J., Park, D.K., Jung, E.Y., Lee, Y., Park, R.W., Differences among admitting departments in alerts and alert overrides for drug-drug interaction. Pharmacoepidemiol Drug Saf 23 (2014), 390–397, 10.1002/pds.3591.
    • (2014) Pharmacoepidemiol Drug Saf , vol.23 , pp. 390-397
    • Ahn, E.K.1    Kam, H.J.2    Park, D.K.3    Jung, E.Y.4    Lee, Y.5    Park, R.W.6
  • 67
    • 1542407830 scopus 로고    scopus 로고
    • Cognitive and usability engineering methods for the evaluation of clinical information systems
    • [67] Kushniruk, A.W., Patel, V.L., Cognitive and usability engineering methods for the evaluation of clinical information systems. J Biomed Inform 37 (2004), 56–76, 10.1016/j.jbi.2004.01.003.
    • (2004) J Biomed Inform , vol.37 , pp. 56-76
    • Kushniruk, A.W.1    Patel, V.L.2
  • 68
    • 84929300962 scopus 로고    scopus 로고
    • Clinical reminders designed and implemented using cognitive and organizational science principles decrease reminder fatigue
    • [68] Green, L.A., Nease, D., Klinkman, M.S., Clinical reminders designed and implemented using cognitive and organizational science principles decrease reminder fatigue. J Am Board Fam Med 28 (2015), 351–359, 10.3122/jabfm.2015.03.140243.
    • (2015) J Am Board Fam Med , vol.28 , pp. 351-359
    • Green, L.A.1    Nease, D.2    Klinkman, M.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.