메뉴 건너뛰기




Volumn 4, Issue 1, 2015, Pages 61-74

Comparative effectiveness research and big data: Balancing potential with legal and ethical considerations

Author keywords

big data; comparative effectiveness research; ethics; health information; health information exchange; legal; privacy; research; security

Indexed keywords

ACCESS TO INFORMATION; AUTHORITY; BILLING AND CLAIMS; CLINICAL EFFECTIVENESS; CLINICAL RESEARCH; COMPARATIVE EFFECTIVENESS; DATA BASE; ELECTRONIC MEDICAL RECORD; FINANCIAL MANAGEMENT; HEALTH CARE ACCESS; HEALTH CARE DELIVERY; HEALTH CARE PLANNING; HEALTH CARE QUALITY; HUMAN; INFORMED CONSENT; LAW; MEDICAID; MEDICAL DECISION MAKING; MEDICAL ETHICS; MEDICAL INFORMATION SYSTEM; MEDICARE; MEDICOLEGAL ASPECT; PATIENT AUTONOMY; REVIEW; DATA MINING; ETHICS; LEGISLATION AND JURISPRUDENCE; METHODOLOGY; PATIENT PARTICIPATION; RESEARCH ETHICS; TOTAL QUALITY MANAGEMENT;

EID: 84920847860     PISSN: 20426305     EISSN: 20426313     Source Type: Journal    
DOI: 10.2217/cer.14.51     Document Type: Review
Times cited : (21)

References (68)
  • 1
    • 84910684079 scopus 로고    scopus 로고
    • Data, data quality, and ethical use
    • Howles T. Data, data quality, and ethical use. Software Quality Professional 16(2), 4-12 (2014).
    • (2014) Software Quality Professional , vol.16 , Issue.2 , pp. 4-12
    • Howles, T.1
  • 2
    • 84987728303 scopus 로고    scopus 로고
    • From a sea of data to actionable insights: Big data and what it means for lawyers
    • 11
    • Murphy M, Barton J. From a sea of data to actionable insights: big data and what it means for lawyers. Intellectual Property & Technology Law Journal 26(3), 8-17,11 (2014).
    • (2014) Intellectual Property & Technology Law Journal , vol.26 , Issue.3 , pp. 8-17
    • Murphy, M.1    Barton, J.2
  • 4
    • 84858171007 scopus 로고    scopus 로고
    • Medical technology innovation and the importance of comparative effectiveness research
    • Giuliano KK, Ferguson M, Silfen E. Medical technology innovation and the importance of comparative effectiveness research. J. Med. Marketing 12(1), 55-66 (2012).
    • (2012) J. Med. Marketing , vol.12 , Issue.1 , pp. 55-66
    • Giuliano, K.K.1    Ferguson, M.2    Silfen, E.3
  • 5
    • 84861235431 scopus 로고    scopus 로고
    • Mining electronic health records: Towards better research applications and clinical care
    • Jensen P, Jensen L, Brunak S. Mining electronic health records: towards better research applications and clinical care. Nat. Rev. Genet. 13(6), 395-405 (2012).
    • (2012) Nat. Rev. Genet , vol.13 , Issue.6 , pp. 395-405
    • Jensen, P.1    Jensen, L.2    Brunak, S.3
  • 6
    • 79551502770 scopus 로고    scopus 로고
    • Potential for electronic health records and online social networking to redefine medical research
    • Pearson J, Brownstein C, Brownstein J. Potential for electronic health records and online social networking to redefine medical research. Clin. Chem. 57(2), 196-204 (2011).
    • (2011) Clin. Chem , vol.57 , Issue.2 , pp. 196-204
    • Pearson, J.1    Brownstein, C.2    Brownstein, J.3
  • 7
    • 84894630094 scopus 로고    scopus 로고
    • The use and misuse of biomedical data: Is bigger really better?
    • Hoffman S, Podgurski A. The use and misuse of biomedical data: is bigger really better? Am. J. Law. Med. 39(4), 497-538 (2013).
    • (2013) Am. J. Law. Med , vol.39 , Issue.4 , pp. 497-538
    • Hoffman, S.1    Podgurski, A.2
  • 9
    • 84920784827 scopus 로고    scopus 로고
    • US Food and Drug Administration
    • US Food and Drug Administration. Welcome to Mini-Sentinel http://minisentinel.org
    • Welcome to Mini-Sentinel
  • 10
    • 84920778343 scopus 로고    scopus 로고
    • National Human Genome Research Institute National Institutes of Health
    • National Human Genome Research Institute, National Institutes of Health. Electronic Medical Records and Genomics (eMERGE) Network (2014). www.genome.gov
    • (2014) Electronic Medical Records and Genomics (EMERGE) Network
  • 13
    • 84885398314 scopus 로고    scopus 로고
    • Improving the quality of health care: What's taking so long? Health aff
    • Chassin MR. Improving the quality of health care: what's taking so long? Health Aff. (Millwood) 32(10) 1761-1765 (2013).
    • (2013) Millwood , vol.32 , Issue.10 , pp. 1761-1765
    • Chassin, M.R.1
  • 14
    • 84920766422 scopus 로고    scopus 로고
    • Research in quality improvement: A safety checklist creates an uproar
    • Roszell S. Research in quality improvement: a safety checklist creates an uproar. J. Nurs. Law 13(1), 19-24 (2009).
    • (2009) J. Nurs. Law , vol.13 , Issue.1 , pp. 19-24
    • Roszell, S.1
  • 15
    • 84920766421 scopus 로고    scopus 로고
    • Predictive analytics in safety and operational risk management
    • Weitner M, Garvin T. Predictive analytics in safety and operational risk management. IBM Corporation Somers, NY (2012). www-01.ibm.com
    • (2012) IBM Corporation Somers, NY
    • Weitner, M.1    Garvin, T.2
  • 17
    • 12944335006 scopus 로고    scopus 로고
    • Evidence-based medicine: A unified approach
    • Eddy D. Evidence-based medicine: a unified approach. Health Aff. (Millwood) 24(1), 9-17 (2005).
    • (2005) Health Aff. (Millwood , vol.24 , Issue.1 , pp. 9-17
    • Eddy, D.1
  • 18
    • 33947302697 scopus 로고    scopus 로고
    • Bridging the inferential gap: The electronic health record and clinical evidence
    • Stewart W, Shah N, Selna M, Paulus R, Walker J. Bridging the inferential gap: the electronic health record and clinical evidence. Health Aff. (Milwood) 26(2), w181-w191 (2007).
    • (2007) Health Aff. (Milwood , vol.26 , Issue.2 , pp. w181-w191
    • Stewart, W.1    Shah, N.2    Selna, M.3    Paulus, R.4    Walker, J.5
  • 19
    • 77249106560 scopus 로고    scopus 로고
    • Robert Wood Johnson Foundation Commission to Build a Healthier America
    • Robert Wood Johnson Foundation Commission to Build a Healthier America. Beyond health care: New directions for a healthier America. (2009). www.rwjf.org
    • (2009) Beyond Health Care New Directions for A Healthier America
  • 20
    • 84855412216 scopus 로고    scopus 로고
    • Using big data for big impact
    • Fox B. Using big data for big impact. Health Manag. Technol. 32(11), 16 (2011).
    • (2011) Health Manag. Technol , vol.32 , Issue.11 , pp. 16
    • Fox, B.1
  • 21
    • 84920772736 scopus 로고    scopus 로고
    • Analysis of variation in hit privacy & security laws
    • Edwards JE, Halawi LA. Analysis of variation in HIT privacy & security laws. Cambridge Business Review 18(1), 240-248 (2011).
    • (2011) Cambridge Business Review , vol.18 , Issue.1 , pp. 240-248
    • Edwards, J.E.1    Halawi, L.A.2
  • 32
    • 84911974064 scopus 로고    scopus 로고
    • The Common Rule. 45 46.102
    • The Common Rule. Definitions. 45 46.102 (2013).
    • (2013) Definitions
  • 35
    • 80052857705 scopus 로고    scopus 로고
    • Advanced notice of proposed rulemaking: Advance notice of proposed rulemaking: Human subjects research protections: Enhancing protections for research subjects and reducing burden delay, and ambiguity for investigators
    • US Department of Health and Human Services
    • US Department of Health and Human Services. Advanced Notice of Proposed Rulemaking: Advance Notice of Proposed Rulemaking: Human Subjects Research Protections: Enhancing Protections for Research Subjects and Reducing Burden, Delay, and Ambiguity for Investigators. 76 Fed. Reg. 44512, (2011).
    • (2011) Fed. Reg , vol.76 , pp. 44512
  • 37
    • 84920766399 scopus 로고
    • 552a, 88 Stat
    • The Privacy Act. Pub. L. No. 93-579, 552a, 88 Stat. 1896 (1974).
    • (1974) The Privacy Act , vol.1896 , pp. 93-579
  • 39
    • 84920766395 scopus 로고    scopus 로고
    • Fla. Med. Ass'n v. US Dep't of Health Educ., & Welfare. 947 F.Supp.2d 1325 (M.D. Fla. 2013
    • Fla. Med. Ass'n v. US Dep't of Health, Educ., & Welfare. 947 F.Supp.2d 1325 (M.D. Fla. 2013).
  • 40
    • 84920766393 scopus 로고    scopus 로고
    • Notice: Modified policy on disclosure of amounts paid to individual physicians under the medicare program
    • US Department of Health and Human Services
    • US Department of Health and Human Services. Notice: modified policy on disclosure of amounts paid to individual physicians under the Medicare program. 79 Fed. Reg. 3205 (2014).
    • (2014) Fed. Reg , vol.79 , pp. 3205
  • 42
    • 84901644196 scopus 로고    scopus 로고
    • Final rule: Medicare program; Contract year 2015 policy and technical changes to the medicare advantage and the medicare prescription drug benefit programs
    • US Department of Health and Human Services
    • US Department of Health and Human Services. Final rule: Medicare program; contract year 2015 policy and technical changes to the Medicare Advantage and the Medicare prescription drug benefit programs. 79 Fed. Reg. 29843 (2014).
    • (2014) Fed. Reg , vol.79 , pp. 29843
  • 43
    • 84920766392 scopus 로고    scopus 로고
    • Confidentiality of alcohol and drug abuse patient records (part 2)
    • Confidentiality of Alcohol and Drug Abuse Patient Records (Part 2). 42 CFR Part 2, (2013).
    • (2013) CFR Part , vol.42 , Issue.2
  • 45
    • 84920766391 scopus 로고    scopus 로고
    • Privacy and security solutions for interoperable health information exchange: Report on state law requirements for patient permission to disclose health information
    • Pritts J, Lewis S, Jacobson R, Lucia K, Kayne K. Privacy and security solutions for interoperable health information exchange: report on state law requirements for patient permission to disclose health information. US Department of Health and Human Services. (2009). www.healthit.gov
    • (2009) US Department of Health and Human Services
    • Pritts, J.1    Lewis, S.2    Jacobson, R.3    Lucia, K.4    Kayne, K.5
  • 46
    • 84920766390 scopus 로고    scopus 로고
    • Centers for disease control and prevention
    • Centers for Disease Control and Prevention. State HIV Laws. (2013). www.cdc.gov
    • (2013) State HIV Laws
  • 47
    • 84920766385 scopus 로고    scopus 로고
    • The importance and value of protecting the privacy of health information: The roles of the hipaa privacy rule and the common rule in health research
    • Pritts JL. The importance and value of protecting the privacy of health information: the roles of the HIPAA Privacy Rule and the Common Rule in health research. National Academy of Sciences. (2008). www.iom.edu
    • (2008) National Academy of Sciences
    • Pritts, J.L.1
  • 48
    • 84866657382 scopus 로고    scopus 로고
    • Sorrell v. Ims health inc
    • Sorrell v. IMS Health, Inc. 131 US 2653 (2011).
    • (2011) US , vol.131 , pp. 2653
  • 50
    • 66149185315 scopus 로고    scopus 로고
    • Privacy as an enabler, not an impediment: Building trust into health information exchange
    • Mcgraw D, Dempsey JX, Harris L, Goldman J. Privacy as an enabler, not an impediment: building trust into health information exchange. Health Aff. (Millwood) 28(2), 416-427 (2009).
    • (2009) Health Aff. (Millwood , vol.28 , Issue.2 , pp. 416-427
    • McGraw, D.1    Dempsey, J.X.2    Harris, L.3    Goldman, J.4
  • 52
    • 84869456683 scopus 로고    scopus 로고
    • Ethical issues in health research with novel online sources
    • Vayena E, Mastroiann A, Kahn J. Ethical issues in health research with novel online sources. Am. J. Public Heath 102(12), 2225-2230 (2012).
    • (2012) Am. J. Public Heath , vol.102 , Issue.12 , pp. 2225-2230
    • Vayena, E.1    Mastroiann, A.2    Kahn, J.3
  • 53
    • 82555187188 scopus 로고    scopus 로고
    • A systematic review of re-identification attacks on health data
    • El-Emam K, Jonker E, Arbuckle L, Malin B. A systematic review of re-identification attacks on health data. PLoS 6(12), e28071 (2011).
    • (2011) PLoS , vol.6 , Issue.12 , pp. e28071
    • El-Emam, K.1    Jonker, E.2    Arbuckle, L.3    Malin, B.4
  • 54
    • 84920858014 scopus 로고    scopus 로고
    • Secretary's Advisory Committee on Human Research Protections (SACHRP)
    • Secretary's Advisory Committee on Human Research Protections (SACHRP). SACHRP chair letter to HHS Secretary on HIPAA: appendix F. (2004). www.hhs.gov
    • (2004) SACHRP Chair Letter to HHS Secretary on HIPAA: Appendix F
  • 55
    • 79953871599 scopus 로고    scopus 로고
    • Protecting privacy in health research: The limits of individual choice
    • Cate FH. Protecting privacy in health research: The limits of individual choice. Cal. Law Rev. 98(6), 1765-1803 (2010).
    • (2010) Cal. Law Rev , vol.98 , Issue.6 , pp. 1765-1803
    • Cate, F.H.1
  • 56
    • 79951921580 scopus 로고    scopus 로고
    • A proposal to protect privacy of health information while accelerating comparative effectiveness research
    • 31(3), 429-433 (2003).
    • Peddicord D, Waldo AB, Boutin M, Grande T, Gutierrez L, Jr. A proposal to protect privacy of health information while accelerating comparative effectiveness research. Health Aff. (Millwood) 29(11), 2082-2090 (2010). 31(3), 429-433 (2003).
    • (2010) Health Aff. (Millwood , vol.29 , Issue.11 , pp. 2082-2090
    • Peddicord, D.1    Waldo, A.B.2    Boutin, M.3    Grande, T.4    Gutierrez, L.5
  • 57
    • 84920864082 scopus 로고    scopus 로고
    • Addressing the challenges of hipaa compliance in research, part ii
    • Marti A. Addressing the challenges of HIPAA compliance in research, part II. J. Health Care Compliance 7(2), 59-64 (2005).
    • (2005) J. Health Care Compliance , vol.7 , Issue.2 , pp. 59-64
    • Marti, A.1
  • 58
    • 84874566936 scopus 로고    scopus 로고
    • The risks of absolute medical confidentiality
    • Crook MA. The risks of absolute medical confidentiality. Sci. Eng. Ethics. 19(1), 107-122 (2013).
    • (2013) Sci. Eng. Ethics , vol.19 , Issue.1 , pp. 107-122
    • Crook, M.A.1
  • 60
    • 77953478324 scopus 로고    scopus 로고
    • Protect my privacy or support the common-good? Ethical questions about electronic health information exchanges
    • Angst CM. Protect My Privacy or Support the Common-Good? Ethical Questions About Electronic Health Information Exchanges. Journal of Business Ethics 90(S2), 169-178 (2010).
    • (2010) Journal of Business Ethics , vol.90 , Issue.S2 , pp. 169-178
    • Angst, C.M.1
  • 61
    • 0032695077 scopus 로고    scopus 로고
    • Legal issues concerning electronic health information: Privacy, quality, and liability
    • Hodge JG, Gostin LO, Jacobson PD. Legal issues concerning electronic health information: privacy, quality, and liability. JAMA 282(15), 1466-1471 (1999).
    • (1999) JAMA , vol.282 , Issue.15 , pp. 1466-1471
    • Hodge, J.G.1    Gostin, L.O.2    Jacobson, P.D.3
  • 62
    • 84920792960 scopus 로고    scopus 로고
    • Duke Center for Health Informatics
    • Duke Center for Health Informatics. Secondary Data Use (n.d.). www.dchi.duke.edu
    • Secondary Data Use (N.d.)
  • 63
    • 84860573367 scopus 로고    scopus 로고
    • De-identification methods for open health data: The case of the heritage health prize claims dataset
    • El-Emam K, Arbuckle L, Koru G, Eze B, Gaudette L, Neri E et al. De-identification methods for open health data: the case of the Heritage Health Prize claims dataset. J. Med. Internet Res. 14(1), e33 (2012).
    • (2012) J. Med. Internet Res , vol.14 , Issue.1 , pp. e33
    • El-Emam, K.1    Arbuckle, L.2    Koru, G.3    Eze, B.4    Gaudette, L.5    Neri, E.6
  • 64
    • 85020552466 scopus 로고    scopus 로고
    • Balancing privacy, autonomy, and scientific needs in electronic health records research
    • Hoffman S, Podgurski A. Balancing privacy, autonomy, and scientific needs in electronic health records research. Southern Methodist University Law Review 65(85), 69 (2012).
    • (2012) Southern Methodist University Law Review , vol.65 , Issue.85 , pp. 69
    • Hoffman, S.1    Podgurski, A.2
  • 65
    • 66149165742 scopus 로고    scopus 로고
    • Collecting and sharing data for population health: A new paradigm
    • Diamond CC, Mostashari F, Shirky C. Collecting and sharing data for population health: A new paradigm. Health Aff. (Millwood) 28(2), 454-466 (2009).
    • (2009) Health Aff. (Millwood , vol.28 , Issue.2 , pp. 454-466
    • Diamond, C.C.1    Mostashari, F.2    Shirky, C.3
  • 66
    • 84920766381 scopus 로고    scopus 로고
    • Big data is our generation's civil rights issue and we don't know it
    • (2012 Edition). O'Reilly Media, Inc., Sebastopol, CA
    • Croll A, Voytek B. Big Data is Our Generation's Civil Rights Issue, and We Don't Know It. In: Big Data Now (2012 Edition). O'Reilly Media, Inc., Sebastopol, CA (2012).
    • (2012) Big Data Now
    • Croll, A.1    Voytek, B.2
  • 67
    • 79953130868 scopus 로고    scopus 로고
    • Patient data property privacy & the public interest
    • Rodwin MA. Patient Data: Property, Privacy & the Public Interest. Am. J. Law Med. 36(4), 586-618 (2010).
    • (2010) Am. J. Law Med , vol.36 , Issue.4 , pp. 586-618
    • Rodwin, M.A.1
  • 68
    • 50249149723 scopus 로고    scopus 로고
    • Research on medical records without informed consent
    • Miller FG. Research on medical records without informed consent. J. Law Med. Ethics 36(3), 560 (2008).
    • (2008) J. Law Med. Ethics , vol.36 , Issue.3 , pp. 560
    • Miller, F.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.