메뉴 건너뛰기




Volumn 4, Issue 3, 2017, Pages

Exploring user learnability and learning performance in an app for depression: Usability study

Author keywords

Apps; Cognitive therapy; Depression; Learning; Usability testing

Indexed keywords


EID: 85041090461     PISSN: None     EISSN: 22929495     Source Type: Journal    
DOI: 10.2196/humanfactors.7951     Document Type: Article
Times cited : (28)

References (46)
  • 1
    • 85083709131 scopus 로고    scopus 로고
    • Health app use among US mobile phone owners: a national survey
    • [FREE Full text] [doi] [Medline: 26537656]
    • Krebs P, Duncan DT. Health app use among US mobile phone owners: a national survey. JMIR Mhealth Uhealth 2015;3(4):e101 [FREE Full text] [doi: 10.2196/mhealth.4924] [Medline: 26537656]
    • (2015) JMIR Mhealth Uhealth , vol.3 , Issue.4 , pp. e101
    • Krebs, P1    Duncan, DT.2
  • 2
    • 85067124863 scopus 로고    scopus 로고
    • Smartphone ownership and interest in mobile applications to monitor symptoms of mental health conditions
    • [FREE Full text] [doi] [Medline: 25098314]
    • Torous J, Friedman R, Keshavan M. Smartphone ownership and interest in mobile applications to monitor symptoms of mental health conditions. JMIR Mhealth Uhealth 2014;2(1):e2 [FREE Full text] [doi: 10.2196/mhealth.2994] [Medline: 25098314]
    • (2014) JMIR Mhealth Uhealth , vol.2 , Issue.1 , pp. e2
    • Torous, J1    Friedman, R2    Keshavan, M.3
  • 3
    • 84865513128 scopus 로고    scopus 로고
    • Apr 01. U.S. smartphone use in 2015 [WebCite Cache ID 6q5fRT18J]
    • Smith A. Pew Research Center. 2015 Apr 01. U.S. smartphone use in 2015 URL:http://www.pewinternet.org/2015/04/01/ us-smartphone-use-in-2015/#[WebCite Cache ID 6q5fRT18J]
    • (2015) Pew Research Center
    • Smith, A.1
  • 4
    • 85031925403 scopus 로고    scopus 로고
    • [accessed 2017-04-30] [WebCite Cache ID 6q7RFINOC]
    • Gandhi M, Wang T. Rockhealth. 2015. Digital health consumer adoption URL:https://rockhealth.com/reports/ digital-health-consumer-adoption-2015 [accessed 2017-04-30] [WebCite Cache ID 6q7RFINOC]
    • (2015) Digital health consumer adoption
    • Gandhi, M1    Rockhealth, T.2
  • 5
    • 84931379221 scopus 로고    scopus 로고
    • Finding a depression app: a review and content analysis of the depression app marketplace
    • [FREE Full text] [doi] [Medline: 25689790]
    • Shen N, Levitan M, Johnson A, Bender JL, Hamilton-Page M, Jadad AA, et al. Finding a depression app: a review and content analysis of the depression app marketplace. JMIR Mhealth Uhealth 2015;3(1):e16 [FREE Full text] [doi: 10.2196/mhealth.3713] [Medline: 25689790]
    • (2015) JMIR Mhealth Uhealth , vol.3 , Issue.1 , pp. e16
    • Shen, N1    Levitan, M2    Johnson, A3    Bender, JL4    Hamilton-Page, M5    Jadad, AA6
  • 6
    • 84927612958 scopus 로고    scopus 로고
    • Current research and trends in the use of smartphone applications for mood disorders
    • May; [doi]
    • Torous J, Powell AC. Current research and trends in the use of smartphone applications for mood disorders. Internet Interv 2015 May;2(2):169-173. [doi: 10.1016/j.invent.2015.03.002]
    • (2015) Internet Interv , vol.2 , Issue.2 , pp. 169-173
    • Torous, J1    Powell, AC.2
  • 7
    • 84879461895 scopus 로고    scopus 로고
    • Behavioral intervention technologies: evidence review and recommendations for future research in mental health
    • Aug; [FREE Full text] [doi] [Medline: 23664503]
    • Mohr DC, Burns MN, Schueller SM, Clarke G, Klinkman M. Behavioral intervention technologies: evidence review and recommendations for future research in mental health. Gen Hosp Psychiatry 2013 Aug;35(4):332-338 [FREE Full text] [doi: 10.1016/j.genhosppsych.2013.03.008] [Medline: 23664503]
    • (2013) Gen Hosp Psychiatry , vol.35 , Issue.4 , pp. 332-338
    • Mohr, DC1    Burns, MN2    Schueller, SM3    Clarke, G4    Klinkman, M.5
  • 8
    • 84957385563 scopus 로고    scopus 로고
    • IMS Institute for Healthcare Informatics. Imshealth. [accessed 2017-04-29] [WebCite Cache ID 6q5g42rbW]
    • IMS Institute for Healthcare Informatics. Imshealth. 2015. Patient adoption of mhealth: use, evidence and remaining barriers to mainstream acceptance URL:http://www.imshealth.com/files/web/IMSH%20Institute/Reports/ Patient%20Adoption%20of%20mHealth/IIHI_Patient_Adoption_of_mHealth.pdf [accessed 2017-04-29] [WebCite Cache ID 6q5g42rbW]
    • (2015) Patient adoption of mhealth: use, evidence and remaining barriers to mainstream acceptance
  • 9
    • 84873529272 scopus 로고    scopus 로고
    • CBITs. Thought challenger [WebCite Cache ID 6q5gC5iwf]
    • CBITs. Google Play Store. Thought challenger URL:https://play.google.com/store/apps/details?id=edu.northwestern.cbits. intellicare.thoughtchallenger&hl=en[WebCite Cache ID 6q5gC5iwf]
    • Google Play Store
  • 10
    • 84975467169 scopus 로고    scopus 로고
    • Uptake and usage of IntelliCare: a publicly available suite of mental health and well-being apps
    • May; [FREE Full text] [doi] [Medline: 27398319]
    • Lattie EG, Schueller SM, Sargent E, Stiles-Shields C, Tomasino KN, Corden ME, et al. Uptake and usage of IntelliCare: a publicly available suite of mental health and well-being apps. Internet Interv 2016 May;4(2):152-158 [FREE Full text] [doi: 10.1016/j.invent.2016.06.003] [Medline: 27398319]
    • (2016) Internet Interv , vol.4 , Issue.2 , pp. 152-158
    • Lattie, EG1    Schueller, SM2    Sargent, E3    Stiles-Shields, C4    Tomasino, KN5    Corden, ME6
  • 11
    • 85012893729 scopus 로고    scopus 로고
    • IntelliCare: an eclectic, skills-based app suite for the treatment of depression and anxiety
    • Jan 05; [FREE Full text] [doi] [Medline: 28057609]
    • Mohr DC, Tomasino KN, Lattie EG, Palac HL, Kwasny MJ, Weingardt K, et al. IntelliCare: an eclectic, skills-based app suite for the treatment of depression and anxiety. J Med Internet Res 2017 Jan 05;19(1):e10 [FREE Full text] [doi: 10.2196/jmir.6645] [Medline: 28057609]
    • (2017) J Med Internet Res , vol.19 , Issue.1 , pp. e10
    • Mohr, DC1    Tomasino, KN2    Lattie, EG3    Palac, HL4    Kwasny, MJ5    Weingardt, K6
  • 13
    • 0024801005 scopus 로고
    • On second thought: where the action is in cognitive therapy for depression
    • Oct; [doi]
    • Barber JP, DeRubeis RJ. On second thought: where the action is in cognitive therapy for depression. Cogn Ther Res 1989 Oct;13(5):441-457. [doi: 10.1007/bf01173905]
    • (1989) Cogn Ther Res , vol.13 , Issue.5 , pp. 441-457
    • Barber, JP1    DeRubeis, RJ.2
  • 14
    • 84872320329 scopus 로고    scopus 로고
    • The relationship between use of CBT skills and depression treatment outcome: a theoretical and methodological review of the literature
    • Mar; [doi] [Medline: 23312423]
    • Hundt NE, Mignogna J, Underhill C, Cully JA. The relationship between use of CBT skills and depression treatment outcome: a theoretical and methodological review of the literature. Behav Ther 2013 Mar;44(1):12-26. [doi: 10.1016/j.beth.2012.10.001] [Medline: 23312423]
    • (2013) Behav Ther , vol.44 , Issue.1 , pp. 12-26
    • Hundt, NE1    Mignogna, J2    Underhill, C3    Cully, JA.4
  • 15
    • 84976594606 scopus 로고    scopus 로고
    • Agile science: creating useful products for behavior change in the real world
    • Jun; [FREE Full text] [doi] [Medline: 27357001]
    • Hekler EB, Klasnja P, Riley WT, Buman MP, Huberty J, Rivera DE, et al. Agile science: creating useful products for behavior change in the real world. Transl Behav Med 2016 Jun;6(2):317-328 [FREE Full text] [doi: 10.1007/s13142-016-0395-7] [Medline: 27357001]
    • (2016) Transl Behav Med , vol.6 , Issue.2 , pp. 317-328
    • Hekler, EB1    Klasnja, P2    Riley, WT3    Buman, MP4    Huberty, J5    Rivera, DE6
  • 16
    • 84979986138 scopus 로고    scopus 로고
    • Evidence-based health informatics and the scientific development of the field
    • Ammenwerth E, Rigby M, editors. Amsterdam, Netherlands: IOS Press
    • Wyatt JC. Evidence-based health informatics and the scientific development of the field. In: Ammenwerth E, Rigby M, editors. Studies in Health Technology and Informatics. Amsterdam, Netherlands: IOS Press; 2016:14-24.
    • (2016) Studies in Health Technology and Informatics , pp. 14-24
    • Wyatt, JC.1
  • 17
    • 84938584736 scopus 로고    scopus 로고
    • Trials of intervention principles: evaluation methods for evolving behavioral intervention technologies
    • [FREE Full text] [doi] [Medline: 26155878]
    • Mohr DC, Schueller SM, Riley WT, Brown CH, Cuijpers P, Duan N, et al. Trials of intervention principles: evaluation methods for evolving behavioral intervention technologies. J Med Internet Res 2015;17(7):e166 [FREE Full text] [doi: 10.2196/jmir.4391] [Medline: 26155878]
    • (2015) J Med Internet Res , vol.17 , Issue.7 , pp. e166
    • Mohr, DC1    Schueller, SM2    Riley, WT3    Brown, CH4    Cuijpers, P5    Duan, N6
  • 18
    • 85171145399 scopus 로고    scopus 로고
    • Usability. [accessed 2017-04-30] [WebCite Cache ID 6q7Rc6dUs]
    • Usability. 2017. Usability testing URL:https://www.usability.gov/how-to-and-tools/methods/usability-testing.html [accessed 2017-04-30] [WebCite Cache ID 6q7Rc6dUs]
    • (2017) Usability testing
  • 20
    • 84904109844 scopus 로고    scopus 로고
    • Development and usability testing of FOCUS: a smartphone system for self-management of schizophrenia
    • Dec; [FREE Full text] [doi] [Medline: 24015913]
    • Ben-Zeev D, Kaiser SM, Brenner CJ, Begale M, Duffecy J, Mohr DC. Development and usability testing of FOCUS: a smartphone system for self-management of schizophrenia. Psychiatr Rehabil J 2013 Dec;36(4):289-296 [FREE Full text] [doi: 10.1037/prj0000019] [Medline: 24015913]
    • (2013) Psychiatr Rehabil J , vol.36 , Issue.4 , pp. 289-296
    • Ben-Zeev, D1    Kaiser, SM2    Brenner, CJ3    Begale, M4    Duffecy, J5    Mohr, DC.6
  • 21
    • 84963736156 scopus 로고    scopus 로고
    • MedLink: a mobile intervention to address failure points in the treatment of depression in general medicine
    • May;: [FREE Full text] [Medline: 26640740]
    • Mohr DC, Stiles-Shields C, Brenner C, Palac H, Montague E, Kaiser SM, et al. MedLink: a mobile intervention to address failure points in the treatment of depression in general medicine. Int Conf Pervasive Comput Technol Healthc 2015 May;2015:100-107 [FREE Full text] [Medline: 26640740]
    • (2015) Int Conf Pervasive Comput Technol Healthc , vol.2015 , pp. 100-107
    • Mohr, DC1    Stiles-Shields, C2    Brenner, C3    Palac, H4    Montague, E5    Kaiser, SM6
  • 22
    • 84964928592 scopus 로고    scopus 로고
    • User experience evaluation of a smoking cessation app in people with serious mental illness
    • May; [doi] [Medline: 26581430]
    • Vilardaga R, Rizo J, Kientz JA, McDonell MG, Ries RK, Sobel K. User experience evaluation of a smoking cessation app in people with serious mental illness. Nicotine Tob Res 2016 May;18(5):1032-1038. [doi: 10.1093/ntr/ntv256] [Medline: 26581430]
    • (2016) Nicotine Tob Res , vol.18 , Issue.5 , pp. 1032-1038
    • Vilardaga, R1    Rizo, J2    Kientz, JA3    McDonell, MG4    Ries, RK5    Sobel, K.6
  • 26
    • 84975484458 scopus 로고    scopus 로고
    • Exploring mental health providers' interest in using web and mobile-based tools in their practices
    • May; [doi] [Medline: 28090438]
    • Schueller SM, Washburn JJ, Price M. Exploring mental health providers' interest in using web and mobile-based tools in their practices. Internet Interv 2016 May;4(2):145-151. [doi: 10.1016/j.invent.2016.06.004] [Medline: 28090438]
    • (2016) Internet Interv , vol.4 , Issue.2 , pp. 145-151
    • Schueller, SM1    Washburn, JJ2    Price, M.3
  • 28
    • 84897088806 scopus 로고    scopus 로고
    • Usability of mobile applications: literature review and rationale for a new usability model
    • [doi]
    • Harrison R, Flood D, Duce D. Usability of mobile applications: literature review and rationale for a new usability model. J Interact Sci 2013;1(1):1. [doi: 10.1186/2194-0827-1-1]
    • (2013) J Interact Sci , vol.1 , Issue.1 , pp. 1
    • Harrison, R1    Flood, D2    Duce, D.3
  • 29
    • 84877901255 scopus 로고    scopus 로고
    • Evaluating mobile applications: a spreadsheet case study
    • [doi]
    • Flood D, Harrison R, Iacob C, Duce D. Evaluating mobile applications: a spreadsheet case study. Int J Mobile Hum Comput Int 2012;4:37-65. [doi: 10.4018/jmhci.2012100103]
    • (2012) Int J Mobile Hum Comput Int , vol.4 , pp. 37-65
    • Flood, D1    Harrison, R2    Iacob, C3    Duce, D.4
  • 32
    • 34547301651 scopus 로고    scopus 로고
    • A method to standardize usability metrics into a single score
    • New York: ACM; Presented at: SIGCHI Conference on Human factors in Computing Systems; April 2-7, 2005; Portland, Oregon
    • Sauro J, Kindlund E. A method to standardize usability metrics into a single score. New York: ACM; 2005 Presented at: SIGCHI Conference on Human factors in Computing Systems; April 2-7, 2005; Portland, Oregon.
    • (2005)
    • Sauro, J1    Kindlund, E.2
  • 33
    • 31144436357 scopus 로고    scopus 로고
    • Relationship between homework completion and outcome in cognitive behaviour therapy
    • [doi] [Medline: 16319035]
    • Rees CS, McEvoy P, Nathan PR. Relationship between homework completion and outcome in cognitive behaviour therapy. Cogn Behav Ther 2005;34(4):242-247. [doi: 10.1080/16506070510011548] [Medline: 16319035]
    • (2005) Cogn Behav Ther , vol.34 , Issue.4 , pp. 242-247
    • Rees, CS1    McEvoy, P2    Nathan, PR.3
  • 34
    • 84927935952 scopus 로고    scopus 로고
    • Learning cognitive behavior therapy
    • Sep;: [FREE Full text] [doi] [Medline: 25898288]
    • Gumport NB, Williams JJ, Harvey AG. Learning cognitive behavior therapy. J Behav Ther Exp Psychiatry 2015 Sep;48:164-169 [FREE Full text] [doi: 10.1016/j.jbtep.2015.03.015] [Medline: 25898288]
    • (2015) J Behav Ther Exp Psychiatry , vol.48 , pp. 164-169
    • Gumport, NB1    Williams, JJ2    Harvey, AG.3
  • 35
    • 54949147739 scopus 로고    scopus 로고
    • Pocket picomap: a case study in designing and assessing a handheld concept mapping tool for learners
    • New York: ACM; Presented at: IGCHI Conference on Human Factors in Computing Systems; Apr 5-10, 2003; Ft Lauderdale, FL
    • Luchini K, Quintana C, Soloway E. Pocket picomap: a case study in designing and assessing a handheld concept mapping tool for learners. New York: ACM; 2003 Presented at: IGCHI Conference on Human Factors in Computing Systems; Apr 5-10, 2003; Ft Lauderdale, FL p. 5-10.
    • (2003) , pp. 5-10
    • Luchini, K1    Quintana, C2    Soloway, E.3
  • 36
    • 0032969840 scopus 로고    scopus 로고
    • Recurrence after recovery from major depressive disorder during 15 years of observational follow-up
    • Jul; [doi] [Medline: 10401442]
    • Mueller TI, Leon AC, Keller MB, Solomon DA, Endicott J, Coryell W, et al. Recurrence after recovery from major depressive disorder during 15 years of observational follow-up. Am J Psychiatry 1999 Jul;156(7):1000-1006. [doi: 10.1176/ajp.156.7.1000] [Medline: 10401442]
    • (1999) Am J Psychiatry , vol.156 , Issue.7 , pp. 1000-1006
    • Mueller, TI1    Leon, AC2    Keller, MB3    Solomon, DA4    Endicott, J5    Coryell, W6
  • 37
    • 59149094891 scopus 로고    scopus 로고
    • Partial remission, residual symptoms, and relapse in depression
    • [FREE Full text] [Medline: 19170400]
    • Paykel ES. Partial remission, residual symptoms, and relapse in depression. Dialogues Clin Neurosci 2008;10(4):431-437 [FREE Full text] [Medline: 19170400]
    • (2008) Dialogues Clin Neurosci , vol.10 , Issue.4 , pp. 431-437
    • Paykel, ES.1
  • 38
    • 0032783689 scopus 로고    scopus 로고
    • The role of residual subthreshold depressive symptoms in early episode relapse in unipolar major depressive disorder
    • Aug; [Medline: 10435613]
    • Judd LL, Paulus MP, Zeller P. The role of residual subthreshold depressive symptoms in early episode relapse in unipolar major depressive disorder. Arch Gen Psychiatry 1999 Aug;56(8):764-765. [Medline: 10435613]
    • (1999) Arch Gen Psychiatry , vol.56 , Issue.8 , pp. 764-765
    • Judd, LL1    Paulus, MP2    Zeller, P.3
  • 39
    • 84942119789 scopus 로고    scopus 로고
    • The MacArthur Foundation Initiative on Depression and Primary Care. Integration. [accessed 2017-04-30] [WebCite Cache ID 6q7TbHXYC]
    • The MacArthur Foundation Initiative on Depression and Primary Care. Integration. 2009. Depression management toolkit URL:http://www.integration.samhsa.gov/clinical-practice/macarthur_depression_toolkit.pdf [accessed 2017-04-30] [WebCite Cache ID 6q7TbHXYC]
    • (2009) Depression management toolkit
  • 40
    • 0037818826 scopus 로고    scopus 로고
    • The PHQ-9: a new depression diagnostic and severity measure
    • Sep 01; [doi]
    • Kroenke K, Spitzer R. The PHQ-9: a new depression diagnostic and severity measure. Psychiatr Ann 2002 Sep 01;32(9):509-515. [doi: 10.3928/0048-5713-20020901-06]
    • (2002) Psychiatr Ann , vol.32 , Issue.9 , pp. 509-515
    • Kroenke, K1    Spitzer, R.2
  • 41
    • 85046960577 scopus 로고    scopus 로고
    • What might get in the way: barriers to the use of apps for depression
    • Jun 8;. [doi]
    • Stiles-Shields C, Montague E, Lattie EG, Kwasny MJ, Mohr DC. What might get in the way: barriers to the use of apps for depression. Digit Health 2017 Jun 8;3. [doi: 10.1177/2055207617713827]
    • (2017) Digit Health , vol.3
    • Stiles-Shields, C1    Montague, E2    Lattie, EG3    Kwasny, MJ4    Mohr, DC.5
  • 42
    • 21844441398 scopus 로고    scopus 로고
    • Challenges, methodologies, and issues in the usability testing of mobile applications
    • Jul 1; [doi]
    • Zhang D, Adipat B. Challenges, methodologies, and issues in the usability testing of mobile applications. Int J Hum Comput Interact 2005 Jul 1;18(3):293-308. [doi: 10.1207/s15327590ijhc1803_3]
    • (2005) Int J Hum Comput Interact , vol.18 , Issue.3 , pp. 293-308
    • Zhang, D1    Adipat, B.2
  • 43
    • 62049084378 scopus 로고    scopus 로고
    • Research electronic data capture (REDCap)-a metadata-driven methodology and workflow process for providing translational research informatics support
    • Apr; [FREE Full text] [doi] [Medline: 18929686]
    • Harris PA, Taylor R, Thielke R, Payne J, Gonzalez N, Conde JG. Research electronic data capture (REDCap)-a metadata-driven methodology and workflow process for providing translational research informatics support. J Biomed Inform 2009 Apr;42(2):377-381 [FREE Full text] [doi: 10.1016/j.jbi.2008.08.010] [Medline: 18929686]
    • (2009) J Biomed Inform , vol.42 , Issue.2 , pp. 377-381
    • Harris, PA1    Taylor, R2    Thielke, R3    Payne, J4    Gonzalez, N5    Conde, JG.6
  • 44
    • 0036212455 scopus 로고    scopus 로고
    • Development and initial testing of a multimedia program for computer-assisted cognitive therapy
    • [Medline: 11977785]
    • Wright JH, Wright AS, Salmon P, Beck AT, Kuykendall J, Goldsmith LJ, et al. Development and initial testing of a multimedia program for computer-assisted cognitive therapy. Am J Psychother 2002;56(1):76-86. [Medline: 11977785]
    • (2002) Am J Psychother , vol.56 , Issue.1 , pp. 76-86
    • Wright, JH1    Wright, AS2    Salmon, P3    Beck, AT4    Kuykendall, J5    Goldsmith, LJ6
  • 45
    • 84975282279 scopus 로고    scopus 로고
    • mHealth in the wild: using novel data to examine the reach, use, and impact of PTSD coach
    • [FREE Full text] [doi] [Medline: 26543913]
    • Owen JE, Jaworski BK, Kuhn E, Makin-Byrd KN, Ramsey KM, Hoffman JE. mHealth in the wild: using novel data to examine the reach, use, and impact of PTSD coach. JMIR Ment Health 2015;2(1):e7 [FREE Full text] [doi: 10.2196/mental.3935] [Medline: 26543913]
    • (2015) JMIR Ment Health , vol.2 , Issue.1 , pp. e7
    • Owen, JE1    Jaworski, BK2    Kuhn, E3    Makin-Byrd, KN4    Ramsey, KM5    Hoffman, JE.6
  • 46
    • 84978807321 scopus 로고    scopus 로고
    • Usability of commercially available mobile applications for diverse patients
    • Dec; [doi] [Medline: 27418347]
    • Sarkar U, Gourley GI, Lyles CR, Tieu L, Clarity C, Newmark L, et al. Usability of commercially available mobile applications for diverse patients. J Gen Intern Med 2016 Dec;31(12):1417-1426. [doi: 10.1007/s11606-016-3771-6] [Medline: 27418347]
    • (2016) J Gen Intern Med , vol.31 , Issue.12 , pp. 1417-1426
    • Sarkar, U1    Gourley, GI2    Lyles, CR3    Tieu, L4    Clarity, C5    Newmark, L6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.