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Published in: BMC Medical Informatics and Decision Making 1/2012

Open Access 01-12-2012 | Research article

arriba-lib: evaluation of an electronic library of decision aids in primary care physicians

Authors: Oliver Hirsch, Heidemarie Keller, Tanja Krones, Norbert Donner-Banzhoff

Published in: BMC Medical Informatics and Decision Making | Issue 1/2012

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Abstract

Background

The successful implementation of decision aids in clinical practice initially depends on how clinicians perceive them. Relatively little is known about the acceptance of decision aids by physicians and factors influencing the implementation of decision aids from their point of view. Our electronic library of decision aids (arriba-lib) is to be used within the encounter and has a modular structure containing evidence-based decision aids for the following topics: cardiovascular prevention, atrial fibrillation, coronary heart disease, oral antidiabetics, conventional and intensified insulin therapy, and unipolar depression. The aim of our study was to evaluate the acceptance of arriba-lib in primary care physicians.

Methods

We conducted an evaluation study in which 29 primary care physicians included 192 patients. The physician questionnaire contained information on which module was used, how extensive steps of the shared decision making process were discussed, who made the decision, and a subjective appraisal of consultation length. We used generalised estimation equations to measure associations within patient variables and traditional crosstab analyses.

Results

Only a minority of consultations (8.9%) was considered to be unacceptably extended. In 90.6% of consultations, physicians said that a decision could be made. A shared decision was perceived by physicians in 57.1% of consultations. Physicians said that a decision was more likely to be made when therapeutic options were discussed “detailed”. Prior experience with decision aids was not a critical variable for implementation within our sample of primary care physicians.

Conclusions

Our study showed that it might be feasible to apply our electronic library of decision aids (arriba-lib) in the primary care context. Evidence-based decision aids offer support for physicians in the management of medical information. Future studies should monitor the long-term adoption of arriba-lib in primary care physicians.
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Literature
1.
go back to reference O'Donnell S, Cranney A, Jacobsen MJ, Graham ID, O'Connor AM, Tugwell P: Understanding and overcoming the barriers of implementing patient decision aids in clinical practice. J Eval Clin Pract. 2006, 12 (2): 174-181. 10.1111/j.1365-2753.2006.00613.x.CrossRefPubMed O'Donnell S, Cranney A, Jacobsen MJ, Graham ID, O'Connor AM, Tugwell P: Understanding and overcoming the barriers of implementing patient decision aids in clinical practice. J Eval Clin Pract. 2006, 12 (2): 174-181. 10.1111/j.1365-2753.2006.00613.x.CrossRefPubMed
2.
go back to reference Thistlethwaite J, Evans R, Tie RN, Heal C: Shared decision making and decision aids - a literature review. Aust Fam Physician. 2006, 35 (7): 537-540.PubMed Thistlethwaite J, Evans R, Tie RN, Heal C: Shared decision making and decision aids - a literature review. Aust Fam Physician. 2006, 35 (7): 537-540.PubMed
3.
go back to reference Holm S, Davies M: Ethical issues around evidence-based patient choice and shared decision-making. Shared decision-making in health care. Edited by: Edwards A, Elwyn G. 2009, Oxford University Press, Oxford Holm S, Davies M: Ethical issues around evidence-based patient choice and shared decision-making. Shared decision-making in health care. Edited by: Edwards A, Elwyn G. 2009, Oxford University Press, Oxford
4.
go back to reference Barratt A: Evidence Based Medicine and Shared Decision Making: the challenge of getting both evidence and preferences into health care. Patient Educ Couns. 2008, 73 (3): 407-412. 10.1016/j.pec.2008.07.054.CrossRefPubMed Barratt A: Evidence Based Medicine and Shared Decision Making: the challenge of getting both evidence and preferences into health care. Patient Educ Couns. 2008, 73 (3): 407-412. 10.1016/j.pec.2008.07.054.CrossRefPubMed
5.
go back to reference Proctor E, Silmere H, Raghavan R, Hovmand P, Aarons G, Bunger A, Griffey R, Hensley M: Outcomes for implementation research: conceptual distinctions, measurement challenges, and research agenda. Adm Policy Ment Health. 2011, 38 (2): 65-76. 10.1007/s10488-010-0319-7.CrossRefPubMed Proctor E, Silmere H, Raghavan R, Hovmand P, Aarons G, Bunger A, Griffey R, Hensley M: Outcomes for implementation research: conceptual distinctions, measurement challenges, and research agenda. Adm Policy Ment Health. 2011, 38 (2): 65-76. 10.1007/s10488-010-0319-7.CrossRefPubMed
6.
go back to reference Atkins D, Kupersmith J: Implementation research: a critical component of realizing the benefits of comparative effectiveness research. Am J Med. 2010, 123 (12 Suppl 1): e38-e45.CrossRefPubMed Atkins D, Kupersmith J: Implementation research: a critical component of realizing the benefits of comparative effectiveness research. Am J Med. 2010, 123 (12 Suppl 1): e38-e45.CrossRefPubMed
7.
go back to reference Foy R, Eccles M, Grimshaw J: Why does primary care need more implementation research?. Fam Pract. 2001, 18 (4): 353-355. 10.1093/fampra/18.4.353.CrossRefPubMed Foy R, Eccles M, Grimshaw J: Why does primary care need more implementation research?. Fam Pract. 2001, 18 (4): 353-355. 10.1093/fampra/18.4.353.CrossRefPubMed
8.
go back to reference Ruland CM: A survey about the usefulness of computerized systems to support illness management in clinical practice. Int J Med Inform. 2004, 73 (11–12): 797-805.CrossRefPubMed Ruland CM: A survey about the usefulness of computerized systems to support illness management in clinical practice. Int J Med Inform. 2004, 73 (11–12): 797-805.CrossRefPubMed
9.
go back to reference Graham ID, Logan J, Bennett CL, Presseau J, O'Connor AM, Mitchell SL, Tetroe JM, Cranney A, Hebert P, Aaron SD: Physicians' intentions and use of three patient decision aids. BMC Med Inform Decis Mak. 2007, 7: 20-10.1186/1472-6947-7-20.CrossRefPubMedPubMedCentral Graham ID, Logan J, Bennett CL, Presseau J, O'Connor AM, Mitchell SL, Tetroe JM, Cranney A, Hebert P, Aaron SD: Physicians' intentions and use of three patient decision aids. BMC Med Inform Decis Mak. 2007, 7: 20-10.1186/1472-6947-7-20.CrossRefPubMedPubMedCentral
10.
go back to reference Thistlethwaite J, Heal C, Tie RN, Evans R: Shared decision making between registrars and patients - Web based decision aids. Australian Family Physician. 2007, 36 (8): 670-672.PubMed Thistlethwaite J, Heal C, Tie RN, Evans R: Shared decision making between registrars and patients - Web based decision aids. Australian Family Physician. 2007, 36 (8): 670-672.PubMed
11.
go back to reference Stacey D, Bennett C, Saarimaki A, Khangura S, Eden K, Col N: How effective are patient decision aids?. Shared decision-making in health care. Edited by: Edwards A, Elwyn G. 2009, Oxford University Press, Oxford Stacey D, Bennett C, Saarimaki A, Khangura S, Eden K, Col N: How effective are patient decision aids?. Shared decision-making in health care. Edited by: Edwards A, Elwyn G. 2009, Oxford University Press, Oxford
12.
go back to reference Lewis CL, Golin CE, DeLeon C, Griffith JM, Ivey J, Trevena L, Pignone M: A targeted decision aid for the elderly to decide whether to undergo colorectal cancer screening: development and results of an uncontrolled trial. BMC Med Inform Decis Mak. 2010, 10: 54-10.1186/1472-6947-10-54.CrossRefPubMedPubMedCentral Lewis CL, Golin CE, DeLeon C, Griffith JM, Ivey J, Trevena L, Pignone M: A targeted decision aid for the elderly to decide whether to undergo colorectal cancer screening: development and results of an uncontrolled trial. BMC Med Inform Decis Mak. 2010, 10: 54-10.1186/1472-6947-10-54.CrossRefPubMedPubMedCentral
13.
go back to reference Kastner M, Lottridge D, Marquez C, Newton D, Straus SE: Usability evaluation of a clinical decision support tool for osteoporosis disease management. Implement Sci. 2010, 5: 96-10.1186/1748-5908-5-96.CrossRefPubMedPubMedCentral Kastner M, Lottridge D, Marquez C, Newton D, Straus SE: Usability evaluation of a clinical decision support tool for osteoporosis disease management. Implement Sci. 2010, 5: 96-10.1186/1748-5908-5-96.CrossRefPubMedPubMedCentral
14.
go back to reference Dorfman CS, Williams RM, Kassan EC, Red SN, Dawson DL, Tuong W, Parker ER, Ohene-Frempong J, Davis KM, Krist AH: The development of a web- and a print-based decision aid for prostate cancer screening. BMC Med Inform Decis Mak. 2010, 10: 12-10.1186/1472-6947-10-12.CrossRefPubMedPubMedCentral Dorfman CS, Williams RM, Kassan EC, Red SN, Dawson DL, Tuong W, Parker ER, Ohene-Frempong J, Davis KM, Krist AH: The development of a web- and a print-based decision aid for prostate cancer screening. BMC Med Inform Decis Mak. 2010, 10: 12-10.1186/1472-6947-10-12.CrossRefPubMedPubMedCentral
15.
go back to reference Rubel SK, Miller JW, Stephens RL, Xu Y, Scholl LE, Holden EW, Stroud LA, Volk RJ: Testing the effects of a decision aid for prostate cancer screening. J Health Commun. 2010, 15 (3): 307-321. 10.1080/10810731003686614.CrossRefPubMed Rubel SK, Miller JW, Stephens RL, Xu Y, Scholl LE, Holden EW, Stroud LA, Volk RJ: Testing the effects of a decision aid for prostate cancer screening. J Health Commun. 2010, 15 (3): 307-321. 10.1080/10810731003686614.CrossRefPubMed
16.
go back to reference Elwyn G, Charles C: Shared decision-making: From conceptual models to implementation in clinical practice. Shared decision-making in healthcare. Edited by: Edwards A, Elwyn G. 2009, Oxford University Press, Oxford Elwyn G, Charles C: Shared decision-making: From conceptual models to implementation in clinical practice. Shared decision-making in healthcare. Edited by: Edwards A, Elwyn G. 2009, Oxford University Press, Oxford
17.
go back to reference Kaplan B: Evaluating informatics applications–some alternative approaches: theory, social interactionism, and call for methodological pluralism. Int J Med Inform. 2001, 64 (1): 39-56. 10.1016/S1386-5056(01)00184-8.CrossRefPubMed Kaplan B: Evaluating informatics applications–some alternative approaches: theory, social interactionism, and call for methodological pluralism. Int J Med Inform. 2001, 64 (1): 39-56. 10.1016/S1386-5056(01)00184-8.CrossRefPubMed
18.
go back to reference Kaplan B: Evaluating informatics applications–clinical decision support systems literature review. Int J Med Inform. 2001, 64 (1): 15-37. 10.1016/S1386-5056(01)00183-6.CrossRefPubMed Kaplan B: Evaluating informatics applications–clinical decision support systems literature review. Int J Med Inform. 2001, 64 (1): 15-37. 10.1016/S1386-5056(01)00183-6.CrossRefPubMed
19.
go back to reference Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M: Developing and evaluating complex interventions: the new Medical Research Council guidance. British Medical Journal. 2008, 337: a1655-10.1136/bmj.a1655.CrossRefPubMedPubMedCentral Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M: Developing and evaluating complex interventions: the new Medical Research Council guidance. British Medical Journal. 2008, 337: a1655-10.1136/bmj.a1655.CrossRefPubMedPubMedCentral
20.
go back to reference Thabane L, Ma J, Chu R, Cheng J, Ismaila A, Rios LP, Robson R, Thabane M, Giangregorio L, Goldsmith CH: A tutorial on pilot studies: the what, why and how. BMC Med Res Methodol. 2010, 10: 1-10.1186/1471-2288-10-1.CrossRefPubMedPubMedCentral Thabane L, Ma J, Chu R, Cheng J, Ismaila A, Rios LP, Robson R, Thabane M, Giangregorio L, Goldsmith CH: A tutorial on pilot studies: the what, why and how. BMC Med Res Methodol. 2010, 10: 1-10.1186/1471-2288-10-1.CrossRefPubMedPubMedCentral
21.
go back to reference Krones T, Keller H, Sonnichsen A, Sadowski EM, Baum E, Wegscheider K, Rochon J, Donner-Banzhoff N: Absolute cardiovascular disease risk and shared decision making in primary care: A randomized controlled trial. Annals of Family Medicine. 2008, 6 (3): 218-227. 10.1370/afm.854.CrossRefPubMedPubMedCentral Krones T, Keller H, Sonnichsen A, Sadowski EM, Baum E, Wegscheider K, Rochon J, Donner-Banzhoff N: Absolute cardiovascular disease risk and shared decision making in primary care: A randomized controlled trial. Annals of Family Medicine. 2008, 6 (3): 218-227. 10.1370/afm.854.CrossRefPubMedPubMedCentral
22.
go back to reference Charles C, Gafni A, Whelan T: Shared decision-making in the medical encounter: what does it mean? (or it takes at least two to tango). Soc Sci Med. 1997, 44 (5): 681-692. 10.1016/S0277-9536(96)00221-3.CrossRefPubMed Charles C, Gafni A, Whelan T: Shared decision-making in the medical encounter: what does it mean? (or it takes at least two to tango). Soc Sci Med. 1997, 44 (5): 681-692. 10.1016/S0277-9536(96)00221-3.CrossRefPubMed
23.
go back to reference Elwyn G, Edwards A, Kinnersley P, Grol R: Shared decision making and the concept of equipoise: the competences of involving patients in healthcare choices. Br J Gen Pract. 2000, 50 (460): 892-899.PubMedPubMedCentral Elwyn G, Edwards A, Kinnersley P, Grol R: Shared decision making and the concept of equipoise: the competences of involving patients in healthcare choices. Br J Gen Pract. 2000, 50 (460): 892-899.PubMedPubMedCentral
24.
go back to reference Gaissmaier W, Gigerenzer G: Statistical illiteracy undermines informed shared decision making. Z Evid Fortbild Qual Gesundhwes. 2008, 102 (7): 411-413. 10.1016/j.zefq.2008.08.013.CrossRefPubMed Gaissmaier W, Gigerenzer G: Statistical illiteracy undermines informed shared decision making. Z Evid Fortbild Qual Gesundhwes. 2008, 102 (7): 411-413. 10.1016/j.zefq.2008.08.013.CrossRefPubMed
25.
go back to reference Jibaja-Weiss ML, Volk RJ: Utilizing computerized entertainment education in the development of decision aids for lower literate and naive computer users. J Health Commun. 2007, 12 (7): 681-697. 10.1080/10810730701624356.CrossRefPubMed Jibaja-Weiss ML, Volk RJ: Utilizing computerized entertainment education in the development of decision aids for lower literate and naive computer users. J Health Commun. 2007, 12 (7): 681-697. 10.1080/10810730701624356.CrossRefPubMed
26.
go back to reference Sheridan SL, Viera AJ, Krantz MJ, Ice CL, Steinman LE, Peters KE, Kopin LA, Lungelow D: The effect of giving global coronary risk information to adults: a systematic review. Arch Intern Med. 2010, 170 (3): 230-239. 10.1001/archinternmed.2009.516.CrossRefPubMed Sheridan SL, Viera AJ, Krantz MJ, Ice CL, Steinman LE, Peters KE, Kopin LA, Lungelow D: The effect of giving global coronary risk information to adults: a systematic review. Arch Intern Med. 2010, 170 (3): 230-239. 10.1001/archinternmed.2009.516.CrossRefPubMed
27.
go back to reference Liao Y, McGee DL, Cooper RS, Sutkowski MB: How generalizable are coronary risk prediction models? Comparison of Framingham and two national cohorts. Am Heart J. 1999, 137 (5): 837-845. 10.1016/S0002-8703(99)70407-2.CrossRefPubMed Liao Y, McGee DL, Cooper RS, Sutkowski MB: How generalizable are coronary risk prediction models? Comparison of Framingham and two national cohorts. Am Heart J. 1999, 137 (5): 837-845. 10.1016/S0002-8703(99)70407-2.CrossRefPubMed
28.
go back to reference SPSS: SPSS Advanced Models 16.0. 2007, SPSS Inc, Chicago SPSS: SPSS Advanced Models 16.0. 2007, SPSS Inc, Chicago
29.
go back to reference Grissom RJ, Kim JJ: Effect sizes for research.A broad practical approach. 2005, Lawrence Erlbaum Associates, Mahwah Grissom RJ, Kim JJ: Effect sizes for research.A broad practical approach. 2005, Lawrence Erlbaum Associates, Mahwah
30.
go back to reference Lancaster GA, Dodd S, Williamson PR: Design and analysis of pilot studies: recommendations for good practice. J Eval Clin Pract. 2004, 10 (2): 307-312. 10.1111/j..2002.384.doc.x.CrossRefPubMed Lancaster GA, Dodd S, Williamson PR: Design and analysis of pilot studies: recommendations for good practice. J Eval Clin Pract. 2004, 10 (2): 307-312. 10.1111/j..2002.384.doc.x.CrossRefPubMed
31.
go back to reference Enders CK: Applied missing data analysis. 2010, Guilford, New York Enders CK: Applied missing data analysis. 2010, Guilford, New York
32.
go back to reference Taljaard M, Donner A, Klar N: Imputation strategies for missing continuous outcomes in cluster randomized trials. Biom J. 2008, 50 (3): 329-345. 10.1002/bimj.200710423.CrossRefPubMed Taljaard M, Donner A, Klar N: Imputation strategies for missing continuous outcomes in cluster randomized trials. Biom J. 2008, 50 (3): 329-345. 10.1002/bimj.200710423.CrossRefPubMed
33.
go back to reference Floer B, Schnee M, Bocken J, Streich W, Kunstmann W, Isfort J, Butzlaff M: Shared decision making. The perspective of practicing physicians. Med Klin (Munich). 2004, 99 (8): 435-440. 10.1007/s00063-004-1066-x.CrossRef Floer B, Schnee M, Bocken J, Streich W, Kunstmann W, Isfort J, Butzlaff M: Shared decision making. The perspective of practicing physicians. Med Klin (Munich). 2004, 99 (8): 435-440. 10.1007/s00063-004-1066-x.CrossRef
34.
go back to reference Murray E, Pollack L, White M, Lo B: Clinical decision-making: physicians' preferences and experiences. BMC Fam Pract. 2007, 8: 10-10.1186/1471-2296-8-10.CrossRefPubMedPubMedCentral Murray E, Pollack L, White M, Lo B: Clinical decision-making: physicians' preferences and experiences. BMC Fam Pract. 2007, 8: 10-10.1186/1471-2296-8-10.CrossRefPubMedPubMedCentral
35.
go back to reference Nannenga MR, Montori VM, Weymiller AJ, Smith SA, Christianson TJ, Bryant SC, Gafni A, Charles C, Mullan RJ, Jones LA: A treatment decision aid may increase patient trust in the diabetes specialist. The Statin Choice randomized trial. Health Expect. 2009, 12 (1): 38-44.CrossRefPubMed Nannenga MR, Montori VM, Weymiller AJ, Smith SA, Christianson TJ, Bryant SC, Gafni A, Charles C, Mullan RJ, Jones LA: A treatment decision aid may increase patient trust in the diabetes specialist. The Statin Choice randomized trial. Health Expect. 2009, 12 (1): 38-44.CrossRefPubMed
36.
go back to reference Hirsch O, Szabo E, Keller H, Krones T, Donner-Banzhoff N: arriba-lib: Analyses of user interactions with an electronic library of decision aids on the basis of log data. Informatics for Health and Social Care, accepted for publication. 2011 Hirsch O, Szabo E, Keller H, Krones T, Donner-Banzhoff N: arriba-lib: Analyses of user interactions with an electronic library of decision aids on the basis of log data. Informatics for Health and Social Care, accepted for publication. 2011
37.
go back to reference Legare F, Ratte S, Gravel K, Graham ID: Barriers and facilitators to implementing shared decision-making in clinical practice: update of a systematic review of health professionals’ perceptions. Patient Educ Couns. 2008, 73 (3): 526-535. 10.1016/j.pec.2008.07.018.CrossRefPubMed Legare F, Ratte S, Gravel K, Graham ID: Barriers and facilitators to implementing shared decision-making in clinical practice: update of a systematic review of health professionals’ perceptions. Patient Educ Couns. 2008, 73 (3): 526-535. 10.1016/j.pec.2008.07.018.CrossRefPubMed
38.
go back to reference Gravel K, Legare F, Graham ID: Barriers and facilitators to implementing shared decision-making in clinical practice: a systematic review of health professionals' perceptions. Implement Sci. 2006, 1: 16-10.1186/1748-5908-1-16.CrossRefPubMedPubMedCentral Gravel K, Legare F, Graham ID: Barriers and facilitators to implementing shared decision-making in clinical practice: a systematic review of health professionals' perceptions. Implement Sci. 2006, 1: 16-10.1186/1748-5908-1-16.CrossRefPubMedPubMedCentral
39.
go back to reference Kaplan RM, Frosch DL: Decision making in medicine and health care. Annu Rev Clin Psychol. 2005, 1: 525-556. 10.1146/annurev.clinpsy.1.102803.144118.CrossRefPubMed Kaplan RM, Frosch DL: Decision making in medicine and health care. Annu Rev Clin Psychol. 2005, 1: 525-556. 10.1146/annurev.clinpsy.1.102803.144118.CrossRefPubMed
40.
go back to reference Janz NK, Wren PA, Copeland LA, Lowery JC, Goldfarb SL, Wilkins EG: Patient-physician concordance: preferences, perceptions, and factors influencing the breast cancer surgical decision. J Clin Oncol. 2004, 22 (15): 3091-3098. 10.1200/JCO.2004.09.069.CrossRefPubMed Janz NK, Wren PA, Copeland LA, Lowery JC, Goldfarb SL, Wilkins EG: Patient-physician concordance: preferences, perceptions, and factors influencing the breast cancer surgical decision. J Clin Oncol. 2004, 22 (15): 3091-3098. 10.1200/JCO.2004.09.069.CrossRefPubMed
41.
go back to reference Watson DB, Thomson RG, Murtagh MJ: Professional centred shared decision making: patient decision aids in practice in primary care. BMC Health Serv Res. 2008, 8: 5-10.1186/1472-6963-8-5.CrossRefPubMed Watson DB, Thomson RG, Murtagh MJ: Professional centred shared decision making: patient decision aids in practice in primary care. BMC Health Serv Res. 2008, 8: 5-10.1186/1472-6963-8-5.CrossRefPubMed
42.
go back to reference McDermott L, Yardley L, Little P, Ashworth M, Gulliford M: Developing a computer delivered, theory based intervention for guideline implementation in general practice. BMC Fam Pract. 2010, 11: 90-10.1186/1471-2296-11-90.CrossRefPubMedPubMedCentral McDermott L, Yardley L, Little P, Ashworth M, Gulliford M: Developing a computer delivered, theory based intervention for guideline implementation in general practice. BMC Fam Pract. 2010, 11: 90-10.1186/1471-2296-11-90.CrossRefPubMedPubMedCentral
43.
go back to reference Colombet I, Dart T, Leneveut L, Zunino S, Menard J, Chatellier G: A computer decision aid for medical prevention: a pilot qualitative study of the Personalized Estimate of Risks (EsPeR) system. BMC Med Inform Decis Mak. 2003, 3: 13-10.1186/1472-6947-3-13.CrossRefPubMedPubMedCentral Colombet I, Dart T, Leneveut L, Zunino S, Menard J, Chatellier G: A computer decision aid for medical prevention: a pilot qualitative study of the Personalized Estimate of Risks (EsPeR) system. BMC Med Inform Decis Mak. 2003, 3: 13-10.1186/1472-6947-3-13.CrossRefPubMedPubMedCentral
44.
go back to reference Baumgart J: Ambivalentes Verhältnis [Ambivalent relationship]. Deutsches Ärzteblatt. 2010, 107 (51–52): 2554-2556. Baumgart J: Ambivalentes Verhältnis [Ambivalent relationship]. Deutsches Ärzteblatt. 2010, 107 (51–52): 2554-2556.
Metadata
Title
arriba-lib: evaluation of an electronic library of decision aids in primary care physicians
Authors
Oliver Hirsch
Heidemarie Keller
Tanja Krones
Norbert Donner-Banzhoff
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2012
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/1472-6947-12-48

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