Skip to main content
Erschienen in: Journal of Medical Systems 6/2016

01.06.2016 | Systems-Level Quality Improvement

Cost-Effectiveness Evaluation of EHR: Simulation of an Abdominal Aortic Aneurysm in the Emergency Department

verfasst von: Ofir Ben-Assuli, Amitai Ziv, Doron Sagi, Avinoah Ironi, Moshe Leshno

Erschienen in: Journal of Medical Systems | Ausgabe 6/2016

Einloggen, um Zugang zu erhalten

Abstract

Health care organizations have installed electronic systems to increase efficiency in health care. Empirically assessing the cost-effectiveness of technologies to the health care system is a challenging and complex task. This study examined cost-effectiveness of additional clinical information supplied via an EHR system by simulating a case of abdominal aortic aneurysm devised and acted professionally by the Israel Center of Medical Simulation. We conducted a simulation-based study on physicians who were asked to treat a simulated patient for the prevalent medical scenario of hip and leg pain that actually corresponded to an abdominal aortic aneurysm. Half of the participating physicians from the Department of Emergency Medicine at Tel-Hashomer Hospital – Israel’s largest - had access to an EHR system that integrates medical data from multiple health providers (community and hospitals) in addition to the local health record, and half did not. To model medical decision making, the results of the simulation were combined with a Markov Model within a decision tree. Cost-effectiveness was analyzed by comparing the effects of the admission/discharge decision in units of quality adjusted life years (QALYs) to the estimated costs. The results showed that using EHR in the ED increases the QALY of the patient and improves medical decision-making. The expenditure per patient for one QALY unit as a result of using the EHR was $1229, which is very cost-effective according to many accepted threshold values (less than all these values). Thus, using the EHR contributes to making a cost-effective decision in this specific but prevalent case.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Cebul, R. D., Love, T. E., Jain, A. K., and Hebert, C. J., Electronic health records and quality of diabetes care. N. Engl. J. Med. 365(9):825–833, 2011.CrossRefPubMed Cebul, R. D., Love, T. E., Jain, A. K., and Hebert, C. J., Electronic health records and quality of diabetes care. N. Engl. J. Med. 365(9):825–833, 2011.CrossRefPubMed
2.
Zurück zum Zitat Linder, J. A., Schnipper, J. L., and Middleton, B., Method of electronic health record documentation and quality of primary care. J. Am. Med. Inform. Assoc. 19(6):1019–1024, 2012.CrossRefPubMedPubMedCentral Linder, J. A., Schnipper, J. L., and Middleton, B., Method of electronic health record documentation and quality of primary care. J. Am. Med. Inform. Assoc. 19(6):1019–1024, 2012.CrossRefPubMedPubMedCentral
3.
Zurück zum Zitat Buntin, M. B., Burke, M. F., Hoaglin, M. C., and Blumenthal, D., The benefits of health information technology: A review of the recent literature shows predominantly positive results. Health Aff. 30(3):464–471, 2011.CrossRef Buntin, M. B., Burke, M. F., Hoaglin, M. C., and Blumenthal, D., The benefits of health information technology: A review of the recent literature shows predominantly positive results. Health Aff. 30(3):464–471, 2011.CrossRef
4.
Zurück zum Zitat Jarvis, B., Johnson, T., Butler, P., O’Shaughnessy, K., Fullam, F., Tran, L., and Gupta, R., Assessing the impact of electronic health records as an enabler of hospital quality and patient satisfaction. Acad Med: J Assoc Am Med Coll 88(10):1471–1477, 2013.CrossRef Jarvis, B., Johnson, T., Butler, P., O’Shaughnessy, K., Fullam, F., Tran, L., and Gupta, R., Assessing the impact of electronic health records as an enabler of hospital quality and patient satisfaction. Acad Med: J Assoc Am Med Coll 88(10):1471–1477, 2013.CrossRef
5.
Zurück zum Zitat Bates, D. W., and Gawande, A. A., Improving safety with information technology. N. Engl. J. Med. 348(25):2526–2534, 2003.CrossRefPubMed Bates, D. W., and Gawande, A. A., Improving safety with information technology. N. Engl. J. Med. 348(25):2526–2534, 2003.CrossRefPubMed
6.
Zurück zum Zitat Boonstra, A., and Broekhuis, M., Barriers to the acceptance of electronic medical records by physicians from systematic review to taxonomy and interventions. BMC Health Serv. Res. 10(231):1–17, 2010. Boonstra, A., and Broekhuis, M., Barriers to the acceptance of electronic medical records by physicians from systematic review to taxonomy and interventions. BMC Health Serv. Res. 10(231):1–17, 2010.
7.
Zurück zum Zitat Lluch, M., Healthcare professionals’ organisational barriers to health information technologies—a literature review. Int. J. Med. Inform. 80(12):849–862, 2011.CrossRefPubMed Lluch, M., Healthcare professionals’ organisational barriers to health information technologies—a literature review. Int. J. Med. Inform. 80(12):849–862, 2011.CrossRefPubMed
8.
Zurück zum Zitat DesRoches, C. M., Campbell, E. G., Vogeli, C., Zheng, J., Rao, S. R., Shields, A. E., Donelan, K., Rosenbaum, S., Bristol, S. J., and Jha, A. K., Electronic health records’ limited successes suggest more targeted uses. Health Aff. 29(4):639–646, 2010.CrossRef DesRoches, C. M., Campbell, E. G., Vogeli, C., Zheng, J., Rao, S. R., Shields, A. E., Donelan, K., Rosenbaum, S., Bristol, S. J., and Jha, A. K., Electronic health records’ limited successes suggest more targeted uses. Health Aff. 29(4):639–646, 2010.CrossRef
9.
Zurück zum Zitat Lee, J., Kuo, Y. F., and Goodwin, J. S., The effect of electronic medical record adoption on outcomes in US hospitals. BMC Health Serv. Res. 13(1):39, 2013.CrossRefPubMedPubMedCentral Lee, J., Kuo, Y. F., and Goodwin, J. S., The effect of electronic medical record adoption on outcomes in US hospitals. BMC Health Serv. Res. 13(1):39, 2013.CrossRefPubMedPubMedCentral
10.
Zurück zum Zitat Kannampallil, T. G., Schauer, G. F., Cohen, T., and Patel, V. L., Considering complexity in healthcare systems. J. Biomed. Inform. 44(6):943–947, 2011.CrossRefPubMed Kannampallil, T. G., Schauer, G. F., Cohen, T., and Patel, V. L., Considering complexity in healthcare systems. J. Biomed. Inform. 44(6):943–947, 2011.CrossRefPubMed
11.
Zurück zum Zitat Zeng, Z., Ma, X., Hu, Y., Li, J., and Bryant, D., A simulation study to improve quality of care in the emergency department of a community hospital. J. Emerg. Nurs. 38(4):322–328, 2012.CrossRefPubMed Zeng, Z., Ma, X., Hu, Y., Li, J., and Bryant, D., A simulation study to improve quality of care in the emergency department of a community hospital. J. Emerg. Nurs. 38(4):322–328, 2012.CrossRefPubMed
12.
Zurück zum Zitat Fordyce, J., Blank, F. S. J., Pekow, P., Smithline, H. A., Ritter, G., Gehlbach, S., Benjamin, E., and Henneman, P. L., Errors in a busy emergency department. Ann. Emerg. Med. 42(3):324–333, 2003.CrossRefPubMed Fordyce, J., Blank, F. S. J., Pekow, P., Smithline, H. A., Ritter, G., Gehlbach, S., Benjamin, E., and Henneman, P. L., Errors in a busy emergency department. Ann. Emerg. Med. 42(3):324–333, 2003.CrossRefPubMed
13.
Zurück zum Zitat Naik, A. D., and Singh, H., Electronic health records to coordinate decision making for complex patients: What can we learn from wiki? Med. Decis. Mak. 30(6):722–731, 2010.CrossRef Naik, A. D., and Singh, H., Electronic health records to coordinate decision making for complex patients: What can we learn from wiki? Med. Decis. Mak. 30(6):722–731, 2010.CrossRef
14.
Zurück zum Zitat Schiff, G. D., and Bates, D. W., Can electronic clinical documentation help prevent diagnostic errors? N. Engl. J. Med. 362(12):1066–1069, 2010.CrossRefPubMed Schiff, G. D., and Bates, D. W., Can electronic clinical documentation help prevent diagnostic errors? N. Engl. J. Med. 362(12):1066–1069, 2010.CrossRefPubMed
15.
Zurück zum Zitat Blumenthal, D., Stimulating the adoption of health information technology. N. Engl. J. Med. 360(15):1477–1479, 2009.CrossRefPubMed Blumenthal, D., Stimulating the adoption of health information technology. N. Engl. J. Med. 360(15):1477–1479, 2009.CrossRefPubMed
16.
Zurück zum Zitat Jing, X., Kay, S., Marley, T., Hardiker, N. R., and Cimino, J. J., Incorporating personalized gene sequence variants, molecular genetics knowledge, and health knowledge into an EHR prototype based on the Continuity of Care Record standard. J. Biomed. Inform. 45(1):82–92, 2012.CrossRefPubMed Jing, X., Kay, S., Marley, T., Hardiker, N. R., and Cimino, J. J., Incorporating personalized gene sequence variants, molecular genetics knowledge, and health knowledge into an EHR prototype based on the Continuity of Care Record standard. J. Biomed. Inform. 45(1):82–92, 2012.CrossRefPubMed
17.
Zurück zum Zitat Mane, K. K., Bizon, C., Schmitt, C., Owen, P., Burchett, B., Pietrobon, R., and Gersing, K., VisualDecisionLinc: A visual analytics approach for comparative effectiveness-based clinical decision support in psychiatry. J. Biomed. Inform. 45(1):101–106, 2012.CrossRefPubMed Mane, K. K., Bizon, C., Schmitt, C., Owen, P., Burchett, B., Pietrobon, R., and Gersing, K., VisualDecisionLinc: A visual analytics approach for comparative effectiveness-based clinical decision support in psychiatry. J. Biomed. Inform. 45(1):101–106, 2012.CrossRefPubMed
18.
Zurück zum Zitat Ben-Assuli, O., Shabtai, I., Leshno, M., and Hill, S., EHR in emergency rooms: Exploring the effect of key information components on main complaints. J. Med. Syst. 38(4):1–8, 2014.CrossRef Ben-Assuli, O., Shabtai, I., Leshno, M., and Hill, S., EHR in emergency rooms: Exploring the effect of key information components on main complaints. J. Med. Syst. 38(4):1–8, 2014.CrossRef
19.
Zurück zum Zitat Ben-Assuli, O., Leshno, M., and Shabtai, I., Using electronic medical record systems for admission decisions in emergency departments: Examining the crowdedness effect. J. Med. Syst. 36(6):3795–3803, 2012.CrossRefPubMed Ben-Assuli, O., Leshno, M., and Shabtai, I., Using electronic medical record systems for admission decisions in emergency departments: Examining the crowdedness effect. J. Med. Syst. 36(6):3795–3803, 2012.CrossRefPubMed
20.
Zurück zum Zitat Raval, M. V., Rust, L., Thakkar, R. K., Kurtovic, K. J., Nwomeh, B. C., Besner, G. E., and Kenney, B. D., Development and implementation of an electronic health record generated surgical handoff and rounding tool. J. Med. Syst. 39(2):1–8, 2015.CrossRef Raval, M. V., Rust, L., Thakkar, R. K., Kurtovic, K. J., Nwomeh, B. C., Besner, G. E., and Kenney, B. D., Development and implementation of an electronic health record generated surgical handoff and rounding tool. J. Med. Syst. 39(2):1–8, 2015.CrossRef
21.
Zurück zum Zitat Basu, A., and Meltzer, D., Value of information on preference heterogeneity and individualized care. Med. Decis. Mak. 27(2):112–127, 2007.CrossRef Basu, A., and Meltzer, D., Value of information on preference heterogeneity and individualized care. Med. Decis. Mak. 27(2):112–127, 2007.CrossRef
22.
Zurück zum Zitat Ben-Assuli, O., and Leshno, M., Using electronic medical records in admission decisions: A cost effectiveness analysis. Decis. Sci. 44(3):463–481, 2013.CrossRef Ben-Assuli, O., and Leshno, M., Using electronic medical records in admission decisions: A cost effectiveness analysis. Decis. Sci. 44(3):463–481, 2013.CrossRef
23.
Zurück zum Zitat Takian, A., Sheikh, A., and Barber, N., We are bitter, but we are better off: Case study of the implementation of an electronic health record system into a mental health hospital in England. BMC Health Serv. Res. 12:484, 2012.CrossRefPubMedPubMedCentral Takian, A., Sheikh, A., and Barber, N., We are bitter, but we are better off: Case study of the implementation of an electronic health record system into a mental health hospital in England. BMC Health Serv. Res. 12:484, 2012.CrossRefPubMedPubMedCentral
24.
Zurück zum Zitat Noblin, A., Cortelyou-Ward, K., Cantiello, J., Breyer, T., Oliveira, L., Dangiolo, M., Cannarozzi, M., Yeung, T., and Berman, S., EHR implementation in a new clinic: A case study of clinician perceptions. J. Med. Syst. 37(4):1–6, 2012. Noblin, A., Cortelyou-Ward, K., Cantiello, J., Breyer, T., Oliveira, L., Dangiolo, M., Cannarozzi, M., Yeung, T., and Berman, S., EHR implementation in a new clinic: A case study of clinician perceptions. J. Med. Syst. 37(4):1–6, 2012.
25.
Zurück zum Zitat Inverso, G., Flath-Sporn, S. J., Monoxelos, L., Labow, B. I., Padwa, B. L., and Resnick, C. M., What is the cost of meaningful use? J. Oral Maxillofac. Surg. 74(2):227–229, 2016.CrossRefPubMed Inverso, G., Flath-Sporn, S. J., Monoxelos, L., Labow, B. I., Padwa, B. L., and Resnick, C. M., What is the cost of meaningful use? J. Oral Maxillofac. Surg. 74(2):227–229, 2016.CrossRefPubMed
26.
Zurück zum Zitat Ovretveit, J., Scott, T., Rundall, T. G., Shortell, S. M., and Brommels, M., Improving quality through effective implementation of information technology in healthcare. Int. J. Qual. Health Care 19(5):259–266, 2007.CrossRefPubMed Ovretveit, J., Scott, T., Rundall, T. G., Shortell, S. M., and Brommels, M., Improving quality through effective implementation of information technology in healthcare. Int. J. Qual. Health Care 19(5):259–266, 2007.CrossRefPubMed
27.
Zurück zum Zitat Adler-Milstein, J., Green, C. E., and Bates, D. W., A survey analysis suggests that electronic health records will yield revenue gains for some practices and losses for many. Health Aff. 32(3):562–570, 2013.CrossRef Adler-Milstein, J., Green, C. E., and Bates, D. W., A survey analysis suggests that electronic health records will yield revenue gains for some practices and losses for many. Health Aff. 32(3):562–570, 2013.CrossRef
28.
Zurück zum Zitat Bar-Dayan, Y., Saed, H., Boaz, M., Misch, Y., Shahar, T., Husiascky, I., and Blumenfeld, O., Using electronic health records to save money. J. Am. Med. Inform. Assoc. 20(e1):e17–e20, 2013.CrossRefPubMedPubMedCentral Bar-Dayan, Y., Saed, H., Boaz, M., Misch, Y., Shahar, T., Husiascky, I., and Blumenfeld, O., Using electronic health records to save money. J. Am. Med. Inform. Assoc. 20(e1):e17–e20, 2013.CrossRefPubMedPubMedCentral
29.
Zurück zum Zitat Bassi, J., and Lau, F., Measuring value for money: A scoping review on economic evaluation of health information systems. J. Am. Med. Inform. Assoc. 20(4):792–801, 2013.CrossRefPubMedPubMedCentral Bassi, J., and Lau, F., Measuring value for money: A scoping review on economic evaluation of health information systems. J. Am. Med. Inform. Assoc. 20(4):792–801, 2013.CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Hripcsak, G., Sengupta, S., Wilcox, A., and Green, R., Emergency department access to a longitudinal medical record. J. Am. Med. Inform. Assoc. 14(2):235–238, 2007.CrossRefPubMedPubMedCentral Hripcsak, G., Sengupta, S., Wilcox, A., and Green, R., Emergency department access to a longitudinal medical record. J. Am. Med. Inform. Assoc. 14(2):235–238, 2007.CrossRefPubMedPubMedCentral
31.
Zurück zum Zitat Hersh, W. R., and Hickam, D. H., How well do physicians use electronic information retrieval systems? JAMA J Am Med Assoc 280(15):1347–1352, 1998.CrossRef Hersh, W. R., and Hickam, D. H., How well do physicians use electronic information retrieval systems? JAMA J Am Med Assoc 280(15):1347–1352, 1998.CrossRef
32.
Zurück zum Zitat Laerum, H., Karlsen, T. H., and Faxvaag, A., Effects of scanning and eliminating paper-based medical records on hospital physicians’ clinical work practice. J. Am. Med. Inform. Assoc. 10(6):588–595, 2003.CrossRefPubMedPubMedCentral Laerum, H., Karlsen, T. H., and Faxvaag, A., Effects of scanning and eliminating paper-based medical records on hospital physicians’ clinical work practice. J. Am. Med. Inform. Assoc. 10(6):588–595, 2003.CrossRefPubMedPubMedCentral
33.
Zurück zum Zitat Walter, Z., and Lopez, M. S., Physician acceptance of information technologies: Role of perceived threat to professional autonomy. Decis. Support. Syst. 46(1):206–215, 2008.CrossRef Walter, Z., and Lopez, M. S., Physician acceptance of information technologies: Role of perceived threat to professional autonomy. Decis. Support. Syst. 46(1):206–215, 2008.CrossRef
34.
Zurück zum Zitat Ziv, A., Erez, D., Munz, Y., Vardi, A., Barsuk, D., Levine, I., Benita, S., Rubin, O., and Berkenstadt, H., The Israel Center for Medical Simulation: A paradigm for cultural change in medical education. Acad. Med. 81(12):1091–1097, 2006.CrossRefPubMed Ziv, A., Erez, D., Munz, Y., Vardi, A., Barsuk, D., Levine, I., Benita, S., Rubin, O., and Berkenstadt, H., The Israel Center for Medical Simulation: A paradigm for cultural change in medical education. Acad. Med. 81(12):1091–1097, 2006.CrossRefPubMed
35.
Zurück zum Zitat Chun, K. C., Teng, K. Y., Chavez, L. A., Van Spyk, E. N., Samadzadeh, K. M., Carson, J. G., and Lee, E. S., Risk factors associated with the diagnosis of abdominal aortic aneurysm in patients screened at a regional Veterans Affairs health care system. Ann. Vasc. Surg. 28(1):87–92, 2014.CrossRefPubMed Chun, K. C., Teng, K. Y., Chavez, L. A., Van Spyk, E. N., Samadzadeh, K. M., Carson, J. G., and Lee, E. S., Risk factors associated with the diagnosis of abdominal aortic aneurysm in patients screened at a regional Veterans Affairs health care system. Ann. Vasc. Surg. 28(1):87–92, 2014.CrossRefPubMed
36.
Zurück zum Zitat Hye, R. J., Smith, A. E., Wong, G. H., Vansomphone, S. S., Scott, R. D., and Kanter, M. H., Leveraging the electronic medical record to implement an abdominal aortic aneurysm screening program. J. Vasc. Surg. 59(6):1535–1543, 2014.CrossRefPubMed Hye, R. J., Smith, A. E., Wong, G. H., Vansomphone, S. S., Scott, R. D., and Kanter, M. H., Leveraging the electronic medical record to implement an abdominal aortic aneurysm screening program. J. Vasc. Surg. 59(6):1535–1543, 2014.CrossRefPubMed
37.
Zurück zum Zitat Pliskin, J. S., Towards better decision making in growth hormone therapy. Horm. Res. 51:30–35, 1999.CrossRefPubMed Pliskin, J. S., Towards better decision making in growth hormone therapy. Horm. Res. 51:30–35, 1999.CrossRefPubMed
38.
Zurück zum Zitat Sonnenberg, F. A., and Beck, J. R., Markov models in medical decision making: A practical guide. Med. Decis. Mak. 13(4):322–338, 1993.CrossRef Sonnenberg, F. A., and Beck, J. R., Markov models in medical decision making: A practical guide. Med. Decis. Mak. 13(4):322–338, 1993.CrossRef
39.
Zurück zum Zitat Blackhouse, G., Hopkins, R., Bowen, J. M., De Rose, G., Novick, T., Tarride, J. E., O’Reilly, D., Xie, F., and Goeree, R., Cost-effectiveness model comparing endovascular repair to open surgical repair of abdominal aortic aneurysms in Canada. Value Health 12(2):245–252, 2009.CrossRefPubMed Blackhouse, G., Hopkins, R., Bowen, J. M., De Rose, G., Novick, T., Tarride, J. E., O’Reilly, D., Xie, F., and Goeree, R., Cost-effectiveness model comparing endovascular repair to open surgical repair of abdominal aortic aneurysms in Canada. Value Health 12(2):245–252, 2009.CrossRefPubMed
40.
Zurück zum Zitat Lederle, F. A., Freischlag, J. A., Kyriakides, T. C., Matsumura, J. S., Padberg, F. T., Kohler, T. R., Kougias, P., Jean-Claude, J. M., Cikrit, D. F., Swanson, K. M., OVER Veterans Affairs Cooperative Study Group, Long-term comparison of endovascular and open repair of abdominal aortic aneurysm. N. Engl. J. Med. 367(21):1988–1997, 2012. Lederle, F. A., Freischlag, J. A., Kyriakides, T. C., Matsumura, J. S., Padberg, F. T., Kohler, T. R., Kougias, P., Jean-Claude, J. M., Cikrit, D. F., Swanson, K. M., OVER Veterans Affairs Cooperative Study Group, Long-term comparison of endovascular and open repair of abdominal aortic aneurysm. N. Engl. J. Med. 367(21):1988–1997, 2012.
41.
Zurück zum Zitat Powell, J. T., and Greenhalgh, R., Small abdominal aortic aneurysms. N. Engl. J. Med. 348(19):1895–1901, 2003.CrossRefPubMed Powell, J. T., and Greenhalgh, R., Small abdominal aortic aneurysms. N. Engl. J. Med. 348(19):1895–1901, 2003.CrossRefPubMed
42.
Zurück zum Zitat Weibull, W., A statistical distribution function of wide applicability. J Appl Mech ASME 18(3):293–297, 1951. Weibull, W., A statistical distribution function of wide applicability. J Appl Mech ASME 18(3):293–297, 1951.
43.
Zurück zum Zitat Achcar, J. A., Piratelli, C. L., and de Souza, R. M., Modeling quality control data using Weibull distributions in the presence of a change point. Int. J. Adv. Manuf. Technol. 1 (11), 2013. Achcar, J. A., Piratelli, C. L., and de Souza, R. M., Modeling quality control data using Weibull distributions in the presence of a change point. Int. J. Adv. Manuf. Technol. 1 (11), 2013.
44.
Zurück zum Zitat Williams, A., Economics, QALYs and medical ethics—a health economist’s perspective. Health Care Anal. 3(3):221–226, 1995.CrossRefPubMed Williams, A., Economics, QALYs and medical ethics—a health economist’s perspective. Health Care Anal. 3(3):221–226, 1995.CrossRefPubMed
45.
Zurück zum Zitat Golan, Y., Wolf, M. P., Pauker, S. G., Wong, J. B., and Hadley, S., Empirical anti-Candida therapy among selected patients in the intensive care unit: A cost-effectiveness analysis. Ann. Intern. Med. 143(12):857–869, 2005.CrossRefPubMed Golan, Y., Wolf, M. P., Pauker, S. G., Wong, J. B., and Hadley, S., Empirical anti-Candida therapy among selected patients in the intensive care unit: A cost-effectiveness analysis. Ann. Intern. Med. 143(12):857–869, 2005.CrossRefPubMed
46.
Zurück zum Zitat Guyatt, G., Baumann, M., Pauker, S., Halperin, J., Maurer, J., Owens, D. K., Tosteson, A. N. A., Carlin, B., Gutterman, D., and Prins, M., Addressing resource allocation issues in recommendations from clinical practice guideline panels suggestions from an american college of chest physicians task force. Am Coll Chest Phys 129(1):182–187, 2006. Guyatt, G., Baumann, M., Pauker, S., Halperin, J., Maurer, J., Owens, D. K., Tosteson, A. N. A., Carlin, B., Gutterman, D., and Prins, M., Addressing resource allocation issues in recommendations from clinical practice guideline panels suggestions from an american college of chest physicians task force. Am Coll Chest Phys 129(1):182–187, 2006.
47.
Zurück zum Zitat Leshno, M., Halpern, Z., and Arber, N., Cost-effectiveness of colorectal cancer screening in the average risk population. Health Care Manag Sci 6(3):165–174, 2003.CrossRefPubMed Leshno, M., Halpern, Z., and Arber, N., Cost-effectiveness of colorectal cancer screening in the average risk population. Health Care Manag Sci 6(3):165–174, 2003.CrossRefPubMed
48.
Zurück zum Zitat Shamir, R., Hernell, O., and Leshno, M., Cost-effectiveness analysis of screening for celiac disease in the adult population. Med. Decis. Mak. 26(3):282–293, 2006.CrossRef Shamir, R., Hernell, O., and Leshno, M., Cost-effectiveness analysis of screening for celiac disease in the adult population. Med. Decis. Mak. 26(3):282–293, 2006.CrossRef
49.
Zurück zum Zitat Kim, S. H., and Netessine, S., Collaborative cost reduction and component procurement under information asymmetry. Manag. Sci. 59(1):189–206, 2013.CrossRef Kim, S. H., and Netessine, S., Collaborative cost reduction and component procurement under information asymmetry. Manag. Sci. 59(1):189–206, 2013.CrossRef
Metadaten
Titel
Cost-Effectiveness Evaluation of EHR: Simulation of an Abdominal Aortic Aneurysm in the Emergency Department
verfasst von
Ofir Ben-Assuli
Amitai Ziv
Doron Sagi
Avinoah Ironi
Moshe Leshno
Publikationsdatum
01.06.2016
Verlag
Springer US
Erschienen in
Journal of Medical Systems / Ausgabe 6/2016
Print ISSN: 0148-5598
Elektronische ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-016-0502-9

Weitere Artikel der Ausgabe 6/2016

Journal of Medical Systems 6/2016 Zur Ausgabe