메뉴 건너뛰기




Volumn 5, Issue 3, 2018, Pages 95-105

Beyond Dr. Google: The evidence on consumer-facing digital tools for diagnosis

Author keywords

consumerism; crowdsourcing; diagnostic error; digital health; evidence based medicine; health apps; health information technology; mHealth; patient engagement

Indexed keywords

ALGORITHM; ALZHEIMER DISEASE; COMPUTER ASSISTED DIAGNOSIS; CROWDSOURCING; DEPRESSION; DERMATOLOGY; DIAGNOSTIC ACCURACY; DIAGNOSTIC ERROR; DIGITAL IMAGING; EMERGENCY HEALTH SERVICE; EVIDENCE BASED MEDICINE; HAND SURGERY; HUMAN; IMAGE PROCESSING; KNEE PAIN; MEDICAL INFORMATICS; NEUROLOGY; ORTHOPEDICS; OTORHINOLARYNGOLOGY; PEER REVIEW; PREDICTIVE VALUE; PRIORITY JOURNAL; REVIEW; RHEUMATOID ARTHRITIS; RHEUMATOLOGY; SENSITIVITY AND SPECIFICITY; SEXUALLY TRANSMITTED DISEASE; UROLOGY; CONSUMER HEALTH INFORMATION; DIRECT-TO-CONSUMER ADVERTIZING; FEMALE; MALE; MOBILE APPLICATION; PROCEDURES; STANDARDS; STATISTICS AND NUMERICAL DATA; TRENDS;

EID: 85057255503     PISSN: 21948011     EISSN: 2194802X     Source Type: Journal    
DOI: 10.1515/dx-2018-0009     Document Type: Review
Times cited : (65)

References (63)
  • 1
    • 84968808753 scopus 로고    scopus 로고
    • Improving Diagnosis in Health Care Accessed: 14 Jun 2016
    • Improving Diagnosis in Health Care. National Academies of Sciences, Engineering and Medicine. 2015. Available at: http://iom. nationalacademies.org/Reports/2015/Improving-Diagnosis-in-Healthcare.aspx. Accessed: 14 Jun 2016.
    • (2015) National Academies of Sciences, Engineering and Medicine
  • 2
    • 84878703361 scopus 로고    scopus 로고
    • Accessed: 12 Jul 2017
    • Fox S, Duggan M. Health Online 2013. 2013. Available at: http://www.pewinternet.org/2013/01/15/health-online-2013/. Accessed: 12 Jul 2017.
    • (2013) Health Online 2013
    • Fox, S.1    Duggan, M.2
  • 4
    • 33645830920 scopus 로고    scopus 로고
    • Accessed: 15 Dec 2017
    • O'Reilly T. What is Web 2.0. 2005. Available at: http://www. oreilly.com/pub/a/web2/archive/what-is-web-20.html. Accessed: 15 Dec 2017.
    • (2005) What Is Web 2.0
    • O'Reilly, T.1
  • 5
    • 85057289600 scopus 로고    scopus 로고
    • Accessed: 4 Sep 2017
    • Research2guidance. The mHealth App Market is Getting Crowded. 2016. Available at: https://research2guidance.com/ mhealth-app-market-getting-crowded-259000-mhealth-appsnow/. Accessed: 4 Sep 2017.
    • (2016) The MHealth App Market Is Getting Crowded
  • 6
    • 84926436518 scopus 로고    scopus 로고
    • Digitizing diagnosis: A review of mobile applications in the diagnostic process
    • Jutel A, Lupton, D. Digitizing diagnosis: a review of mobile applications in the diagnostic process. Diagnosis 2015;2: 89-96.
    • (2015) Diagnosis , vol.2 , pp. 89-96
    • Jutel, A.1    Lupton, D.2
  • 8
    • 84876125992 scopus 로고    scopus 로고
    • How do we know whether medical apps work?
    • McCartney M. How do we know whether medical apps work? Br Med J 2013;346:f1811.
    • (2013) Br Med J , vol.346 , pp. f1811
    • McCartney, M.1
  • 9
    • 84871186234 scopus 로고    scopus 로고
    • Administration USFD Accessed: 15 Dec 2017
    • Administration USFD. Mobile Medical Applications. Available at: https://www.fda.gov/medicaldevices/digitalhealth/mobilemedicalapplications/ default.htm. Accessed: 15 Dec 2017.
    • Mobile Medical Applications
  • 11
    • 85031493636 scopus 로고    scopus 로고
    • AMA Wire Accessed: 15 Dec 2017
    • AMA Wire. Medical innovations and digital snake oil: AMA CEO speaks out. 2016. Available at: https://wire.ama-assn.org/ life-career/medical-innovation-and-digital-snake-oil-ama-ceospeaks-out. Accessed: 15 Dec 2017.
    • (2016) Medical Innovations and Digital Snake Oil: AMA CEO Speaks Out
  • 14
    • 14644388070 scopus 로고    scopus 로고
    • Scoping studies: Towards a methodological framework
    • Arksey H, O'Malley L. Scoping studies: towards a methodological framework. Int J Social Res Methodol 2005;8:19-32.
    • (2005) Int J Social Res Methodol , vol.8 , pp. 19-32
    • Arksey, H.1    O'Malley, L.2
  • 16
    • 85115111811 scopus 로고    scopus 로고
    • Accessed: 12 Jul 2017
    • TechTarget. Computing Fundamentals. 2007. Available at: http://searchmobilecomputing.techtarget.com/definition/app. Accessed: 12 Jul 2017.
    • (2007) Computing Fundamentals
  • 17
    • 84865619530 scopus 로고    scopus 로고
    • Beyond PICO: The SPIDER tool for qualitative evidence synthesis
    • Cooke A, Smith D, Booth A. Beyond PICO: the SPIDER tool for qualitative evidence synthesis. Qual Health Res 2012;22: 1435-43.
    • (2012) Qual Health Res , vol.22 , pp. 1435-1443
    • Cooke, A.1    Smith, D.2    Booth, A.3
  • 18
    • 84891784255 scopus 로고    scopus 로고
    • A lot of action, but not in the right direction: Systematic review and content analysis of smartphone applications for the prevention, detection, and management of cancer
    • Bender JL, Yue RY, To MJ, Deacken L, Jadad AR. A lot of action, but not in the right direction: systematic review and content analysis of smartphone applications for the prevention, detection, and management of cancer. J Med Internet Res 2013;15:e287.
    • (2013) J Med Internet Res , vol.15 , pp. e287
    • Bender, J.L.1    Yue, R.Y.2    To, M.J.3    Deacken, L.4    Jadad, A.R.5
  • 21
    • 84976337064 scopus 로고    scopus 로고
    • Mobile applications in oncology: Is it possible for patients and healthcare professionals to easily identify relevant tools?
    • Brouard B, Bardo P, Bonnet C, Mounier N, Vignot M, Vignot S. Mobile applications in oncology: is it possible for patients and healthcare professionals to easily identify relevant tools? Ann Med 2016;48:509-15.
    • (2016) Ann Med , vol.48 , pp. 509-515
    • Brouard, B.1    Bardo, P.2    Bonnet, C.3    Mounier, N.4    Vignot, M.5    Vignot, S.6
  • 22
    • 85093143093 scopus 로고    scopus 로고
    • Is there a Doctor in the Crowd? Diagnosis Needed! (for less than $5)
    • Paper presented at
    • Cheng J, Manoharan M, Lease M, Zhang Y. Is there a Doctor in the Crowd? Diagnosis Needed! (for less than $5). Paper presented at: iConference 2015.
    • (2015) IConference
    • Cheng, J.1    Manoharan, M.2    Lease, M.3    Zhang, Y.4
  • 23
    • 84998723897 scopus 로고    scopus 로고
    • 'Can you recommend any good STI apps?' A review of content, accuracy and comprehensiveness of current mobile medical applications for STIs and related genital infections
    • Gibbs J, Gkatzidou V, Tickle L, Manning SR, Tilakkumar T, Hone K, et al. 'Can you recommend any good STI apps?' A review of content, accuracy and comprehensiveness of current mobile medical applications for STIs and related genital infections. Sex Transm Infect 2017;93:234-5.
    • (2017) Sex Transm Infect , vol.93 , pp. 234-235
    • Gibbs, J.1    Gkatzidou, V.2    Tickle, L.3    Manning, S.R.4    Tilakkumar, T.5    Hone, K.6
  • 24
    • 84977577329 scopus 로고    scopus 로고
    • The impact of an online crowdsourcing diagnostic tool on health care utilization: A case study using a novel approach to retrospective claims analysis
    • Juusola JL, Quisel TR, Foschini L, Ladapo JA. The impact of an online crowdsourcing diagnostic tool on health care utilization: a case study using a novel approach to retrospective claims analysis. J Med Internet Res 2016;18:e127.
    • (2016) J Med Internet Res , vol.18 , pp. e127
    • Juusola, J.L.1    Quisel, T.R.2    Foschini, L.3    Ladapo, J.A.4
  • 25
    • 84930379144 scopus 로고    scopus 로고
    • Smartphone applications for melanoma detection by community, patient and generalist clinician users: A review
    • Kassianos AP, Emery JD, Murchie P, Walter FM. Smartphone applications for melanoma detection by community, patient and generalist clinician users: a review. Br J Dermatol 2015;172:1507-18.
    • (2015) Br J Dermatol , vol.172 , pp. 1507-1518
    • Kassianos, A.P.1    Emery, J.D.2    Murchie, P.3    Walter, F.M.4
  • 26
    • 84926432398 scopus 로고    scopus 로고
    • 'It's like having a physician in your pocket!' A critical analysis of self-diagnosis smartphone apps
    • Lupton D, Jutel A. 'It's like having a physician in your pocket!' A critical analysis of self-diagnosis smartphone apps. Soc Sci Med 2015;133:128-35.
    • (2015) Soc Sci Med , vol.133 , pp. 128-135
    • Lupton, D.1    Jutel, A.2
  • 27
    • 85017176954 scopus 로고    scopus 로고
    • Crowdsourcing diagnosis for patients with undiagnosed illnesses: An evaluation of crowdmed
    • Meyer AN, Longhurst CA, Singh H. Crowdsourcing diagnosis for patients with undiagnosed illnesses: an evaluation of crowdmed. J Med Internet Res 2016;18:e12.
    • (2016) J Med Internet Res , vol.18 , pp. e12
    • Meyer, A.N.1    Longhurst, C.A.2    Singh, H.3
  • 33
    • 84977904338 scopus 로고    scopus 로고
    • How accurate are patients at diagnosing the cause of their knee pain with the help of a web-based symptom checker?
    • Bisson LJ, Komm JT, Bernas GA, Fineberg MS, Marzo JM, Rauh MA, et al. How accurate are patients at diagnosing the cause of their knee pain with the help of a web-based symptom checker? Orthop J Sports Med 2016;4:2325967116630286.
    • (2016) Orthop J Sports Med , vol.4
    • Bisson, L.J.1    Komm, J.T.2    Bernas, G.A.3    Fineberg, M.S.4    Marzo, J.M.5    Rauh, M.A.6
  • 34
  • 35
    • 80055053704 scopus 로고    scopus 로고
    • How good is Internet selfdiagnosis of ENT symptoms using Boots WebMD symptom checker?
    • Farmer SE, Bernardotto M, Singh V. How good is Internet selfdiagnosis of ENT symptoms using Boots WebMD symptom checker? Clin Otolaryngol 2011;36:517-8.
    • (2011) Clin Otolaryngol , vol.36 , pp. 517-518
    • Farmer, S.E.1    Bernardotto, M.2    Singh, V.3
  • 36
    • 84873590896 scopus 로고    scopus 로고
    • Skin scan: A demonstration of the need for FDA regulation of medical apps on iPhone
    • Ferrero NA, Morrell DS, Burkhart CN. Skin scan: a demonstration of the need for FDA regulation of medical apps on iPhone. J Am Acad Dermatol 2013;68:515-6.
    • (2013) J Am Acad Dermatol , vol.68 , pp. 515-516
    • Ferrero, N.A.1    Morrell, D.S.2    Burkhart, C.N.3
  • 38
    • 84893583757 scopus 로고    scopus 로고
    • Older adult experience of online diagnosis: Results from a scenario-based think-aloud protocol
    • Luger TM, Houston TK, Suls J. Older adult experience of online diagnosis: results from a scenario-based think-aloud protocol. J Med Internet Res 2014;16:e16.
    • (2014) J Med Internet Res , vol.16 , pp. e16
    • Luger, T.M.1    Houston, T.K.2    Suls, J.3
  • 39
    • 84925613014 scopus 로고    scopus 로고
    • Accuracy of a smartphone application using fractal image analysis of pigmented moles compared to clinical diagnosis and histological result
    • Maier T, Kulichova D, Schotten K, Astrid R, Ruzicka T, Berking C, et al. Accuracy of a smartphone application using fractal image analysis of pigmented moles compared to clinical diagnosis and histological result. J Eur Acad Dermatol Venereol 2015;29:663-7.
    • (2015) J Eur Acad Dermatol Venereol , vol.29 , pp. 663-667
    • Maier, T.1    Kulichova, D.2    Schotten, K.3    Astrid, R.4    Ruzicka, T.5    Berking, C.6
  • 40
    • 85021835741 scopus 로고    scopus 로고
    • Poor agreemenet between a mobile phone application for the analysis of skin lesions and the clinical diagnosis of the dermatologist, a pilot study
    • Nabil R, Bergman W, KuKutsh NA. Poor agreemenet between a mobile phone application for the analysis of skin lesions and the clinical diagnosis of the dermatologist, a pilot study. Br J Dermatol 2017;177:583-4.
    • (2017) Br J Dermatol , vol.177 , pp. 583-584
    • Nabil, R.1    Bergman, W.2    KuKutsh, N.A.3
  • 42
    • 84983341617 scopus 로고    scopus 로고
    • Are online symptoms checkers useful for patients with inflammatory arthritis?
    • Powley L, McIlroy G, Simons G, Raza K. Are online symptoms checkers useful for patients with inflammatory arthritis? BMC Musculoskelet Disord 2016;17:362.
    • (2016) BMC Musculoskelet Disord , vol.17 , pp. 362
    • Powley, L.1    McIlroy, G.2    Simons, G.3    Raza, K.4
  • 43
    • 84940069318 scopus 로고    scopus 로고
    • Evaluation of symptom checkers for self diagnosis and triage: Audit study
    • Semigran HL, Linder JA, Gidengil C, Mehrotra A. Evaluation of symptom checkers for self diagnosis and triage: audit study. Br Med J 2015;351:h3480.
    • (2015) Br Med J , vol.351 , pp. h3480
    • Semigran, H.L.1    Linder, J.A.2    Gidengil, C.3    Mehrotra, A.4
  • 45
    • 85038376857 scopus 로고    scopus 로고
    • MHealth app for risk assessment of pigmented and nonpigmented skin lesions - A study on sensitivity and specificity in detecting malignancy
    • Thissen M, Udrea A, Hacking M, von Braunmuehl T, Ruzicka T. mHealth app for risk assessment of pigmented and nonpigmented skin lesions-a study on sensitivity and specificity in detecting malignancy. Telemed J E Health 2017;23:948-54.
    • (2017) Telemed J E Health , vol.23 , pp. 948-954
    • Thissen, M.1    Udrea, A.2    Hacking, M.3    Von Braunmuehl, T.4    Ruzicka, T.5
  • 46
    • 84941063002 scopus 로고    scopus 로고
    • Prevalence and impact of health-related internet and smartphone use among dermatology patients
    • Wolf JA, Moreau JF, Patton TJ, Winger DG, Ferris LK. Prevalence and impact of health-related internet and smartphone use among dermatology patients. Cutis 2015;95:323-8.
    • (2015) Cutis , vol.95 , pp. 323-328
    • Wolf, J.A.1    Moreau, J.F.2    Patton, T.J.3    Winger, D.G.4    Ferris, L.K.5
  • 53
    • 85029142889 scopus 로고    scopus 로고
    • Margaret McCartney: Innovation without sufficient evidence is a disservice to all
    • McCartney M. Margaret McCartney: innovation without sufficient evidence is a disservice to all. Br Med J 2017;358:j3980.
    • (2017) Br Med J , vol.358 , pp. j3980
    • McCartney, M.1
  • 55
    • 84925663297 scopus 로고    scopus 로고
    • Algorithm aversion: People erroneously avoid algorithms after seeing them err
    • Dietvorst BJ, Simmons JP, Massey C. Algorithm aversion: people erroneously avoid algorithms after seeing them err. J Exp Psychol Gen 2015;144:114-26.
    • (2015) J Exp Psychol Gen , vol.144 , pp. 114-126
    • Dietvorst, B.J.1    Simmons, J.P.2    Massey, C.3
  • 56
    • 85036528942 scopus 로고    scopus 로고
    • The evolution of patient diagnosis: From art to digital data-driven science
    • Mandl KD, Bourgeois FT. The evolution of patient diagnosis: from art to digital data-driven science. J Am Med Assoc 2017;318:1859-60.
    • (2017) J Am Med Assoc , vol.318 , pp. 1859-1860
    • Mandl, K.D.1    Bourgeois, F.T.2
  • 57
    • 85115110791 scopus 로고    scopus 로고
    • National Alliance on Mental Illness, Accessed: 12 Jul 2017
    • National Alliance on Mental Illness. Google partners with NAMI to shed light on clinical depression. 2017. Available at: https:// www.nami.org/About-NAMI/NAMI-News/2017/Google-Partners-with-NAMI-to-Shed-Light-on-Clinica. Accessed: 12 Jul 2017.
    • (2017) Google Partners with NAMI to Shed Light on Clinical Depression
  • 59
    • 84996598140 scopus 로고    scopus 로고
    • Challenges in assessing mobile health app quality: A systematic review of prevalent and innovative methods
    • Grundy QH, Wang Z, Bero LA. Challenges in assessing mobile health app quality: a systematic review of prevalent and innovative methods. Am J Prev Med 2016;51:1051-9.
    • (2016) Am J Prev Med , vol.51 , pp. 1051-1059
    • Grundy, Q.H.1    Wang, Z.2    Bero, L.A.3
  • 60
    • 37349020260 scopus 로고    scopus 로고
    • Performance of a web-based clinical diagnosis support system for internists
    • Graber ML, Mathew A. Performance of a web-based clinical diagnosis support system for internists. J Gen Intern Med 2008;23(Suppl 1):37-40.
    • (2008) J Gen Intern Med , vol.23 , pp. 37-40
    • Graber, M.L.1    Mathew, A.2
  • 62
    • 84962548067 scopus 로고    scopus 로고
    • The effectiveness of electronic differential diagnoses (ddx) generators: A systematic review and metaanalysis
    • Riches N, Panagioti M, Alam R, Cheraghi-Sohi S, Campbell S, Esmail A, et al. The effectiveness of electronic differential diagnoses (ddx) generators: a systematic review and metaanalysis. PLoS One 2016;11:e0148991.
    • (2016) PLoS One , vol.11 , pp. e0148991
    • Riches, N.1    Panagioti, M.2    Alam, R.3    Cheraghi-Sohi, S.4    Campbell, S.5    Esmail, A.6
  • 63
    • 85057738654 scopus 로고    scopus 로고
    • Standards for UNiversal reporting of patient Decision Aid Evaluation studies: The development of SUNDAE checklist
    • Sepucha KR, Abhyankar P, Hoffman AS, Bekker HL, LeBlanc A, Levin CA, et al. Standards for UNiversal reporting of patient Decision Aid Evaluation studies: the development of SUNDAE checklist. BMJ Qual Saf 2018;27:380-8.
    • (2018) BMJ Qual Saf , vol.27 , pp. 380-388
    • Sepucha, K.R.1    Abhyankar, P.2    Hoffman, A.S.3    Bekker, H.L.4    LeBlanc, A.5    Levin, C.A.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.