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Volumn 7, Issue 4, 2019, Pages

The role of data type and recipient in individuals’ perspectives on sharing passively collected smartphone data for mental health: Cross-sectional questionnaire study

Author keywords

Anxiety; Depression; Digital mental health; MHealth; Mobile phone; Personal sensing; Privacy

Indexed keywords


EID: 85066478575     PISSN: None     EISSN: 22915222     Source Type: Journal    
DOI: 10.2196/12578     Document Type: Article
Times cited : (56)

References (41)
  • 2
    • 84991795222 scopus 로고    scopus 로고
    • National Surveys of Population Health: Big Data Analytics for Mobile Health Monitors
    • FREE Full text, Medline: 26858915
    • Schatz BR. National Surveys of Population Health: Big Data Analytics for Mobile Health Monitors. Big Data 2015;3(4):219-229 [FREE Full text] [doi: 10.1089/big.2015.0021] [Medline: 26858915]
    • (2015) Big Data , vol.3 , Issue.4 , pp. 219-229
    • Schatz, B.R.1
  • 3
    • 85031317071 scopus 로고    scopus 로고
    • Digital Phenotyping: Technology for a New Science of Behavior
    • Medline: 28973224
    • Insel TR. Digital Phenotyping: Technology for a New Science of Behavior. JAMA 2017;318(13):1215-1216. [doi:10.1001/jama.2017.11295] [Medline: 28973224]
    • (2017) JAMA , vol.318 , Issue.13 , pp. 1215-1216
    • Insel, T.R.1
  • 4
    • 85042849364 scopus 로고    scopus 로고
    • Relapse Prediction in Schizophrenia Through Digital Phenotyping: A Pilot Study
    • Medline: 29511333
    • Barnett I, Torous J, Staples P, Sandoval L, Keshavan M, Onnela J. Relapse Prediction in Schizophrenia Through Digital Phenotyping: A Pilot Study. Neuropsychopharmacology 2018;43(8):1660-1666. [doi: 10.1038/s41386-018-0030-z] [Medline: 29511333]
    • (2018) Neuropsychopharmacology , vol.43 , Issue.8 , pp. 1660-1666
    • Barnett, I.1    Torous, J.2    Staples, P.3    Sandoval, L.4    Keshavan, M.5    Onnela, J.6
  • 5
    • 84899953384 scopus 로고    scopus 로고
    • Smartphone Data as Objective Measures of Bipolar Disorder Symptoms
    • Medline: 24679993
    • Faurholt-Jepsen M, Frost M, Vinberg M, Christensen EM, Bardram JE, Kessing LV. Smartphone Data as Objective Measures of Bipolar Disorder Symptoms. Psychiatry Res 2014;217(1-2):124-127. [doi:10.1016/j.psychres.2014.03.009] [Medline: 24679993]
    • (2014) Psychiatry Res , vol.217 , Issue.1-2 , pp. 124-127
    • Faurholt-Jepsen, M.1    Frost, M.2    Vinberg, M.3    Christensen, E.M.4    Bardram, J.E.5    Kessing, L.V.6
  • 6
    • 85016400428 scopus 로고    scopus 로고
    • Using Mobile Sensing to Test Clinical Models of Depression, Social Anxiety, State Affect, and Social Isolation Among College Students
    • 28258049
    • Chow PI, Fua K, Huang Y, Bonelli W, Xiong H, Barnes LE, et al. Using Mobile Sensing to Test Clinical Models of Depression, Social Anxiety, State Affect, and Social Isolation Among College Students. J Med Internet Res 2017;19(3):e62 [FREE Full text] [doi: 10.2196/jmir.6820] [Medline: 28258049]
    • (2017) J Med Internet Res , vol.19 , Issue.3
    • Chow, P.I.1    Fua, K.2    Huang, Y.3    Bonelli, W.4    Xiong, H.5    Barnes, L.E.6
  • 7
    • 85019136128 scopus 로고    scopus 로고
    • Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning
    • Medline: 28375728
    • Mohr DC, Zhang M, Schueller SM. Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning. Annu Rev Clin Psychol 2017;13:23-47. [doi:10.1146/annurev-clinpsy-032816-044949] [Medline: 28375728]
    • (2017) Annu Rev Clin Psychol , vol.13 , pp. 23-47
    • Mohr, D.C.1    Zhang, M.2    Schueller, S.M.3
  • 8
    • 84962217466 scopus 로고    scopus 로고
    • Smartphones in Mental Health: Detecting Depressive and Manic Episodes
    • Jul
    • Osmani V. Smartphones in Mental Health: Detecting Depressive and Manic Episodes. IEEE Pervasive Comput 2015 Jul;14(3):10-13. [doi: 10.1109/MPRV.2015.54]
    • (2015) IEEE Pervasive Comput , vol.14 , Issue.3 , pp. 10-13
    • Osmani, V.1
  • 9
    • 84938573021 scopus 로고    scopus 로고
    • Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study
    • 26180009
    • Saeb S, Zhang M, Karr CJ, Schueller SM, Corden ME, Kording KP, et al. Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study. J Med Internet Res 2015;17(7):e175 [FREE Full text] [doi: 10.2196/jmir.4273] [Medline: 26180009]
    • (2015) J Med Internet Res , vol.17 , Issue.7
    • Saeb, S.1    Zhang, M.2    Karr, C.J.3    Schueller, S.M.4    Corden, M.E.5    Kording, K.P.6
  • 11
    • 84991373429 scopus 로고    scopus 로고
    • The Relationship Between Mobile Phone Location Sensor Data and Depressive Symptom Severity
    • FREE Full text, [Medline: 28344895]
    • Saeb S, Lattie EG, Schueller SM, Kording KP, Mohr DC. The Relationship Between Mobile Phone Location Sensor Data and Depressive Symptom Severity. PeerJ 2016;4:e2537 [FREE Full text] [doi: 10.7717/peerj.2537] [Medline: 28344895]
    • (2016) Peerj , vol.4
    • Saeb, S.1    Lattie, E.G.2    Schueller, S.M.3    Kording, K.P.4    Mohr, D.C.5
  • 12
    • 85018788211 scopus 로고    scopus 로고
    • Scalable Passive Sleep Monitoring Using Mobile Phones: Opportunities and Obstacles
    • FREE Full text, Medline: 28420605
    • Saeb S, Cybulski TR, Schueller SM, Kording KP, Mohr DC. Scalable Passive Sleep Monitoring Using Mobile Phones: Opportunities and Obstacles. J Med Internet Res 2017;19(4):e118 [FREE Full text] [doi: 10.2196/jmir.6821] [Medline: 28420605]
    • (2017) J Med Internet Res , vol.19 , Issue.4
    • Saeb, S.1    Cybulski, T.R.2    Schueller, S.M.3    Kording, K.P.4    Mohr, D.C.5
  • 14
    • 80054074012 scopus 로고    scopus 로고
    • Passive and In-situ Assessment of Mental and Physical Well-being using Mobile Sensors
    • FREE Full text, Medline: 25285324
    • Rabbi M, Ali S, Choudhury T, Berke E. Passive and In-situ Assessment of Mental and Physical Well-being using Mobile Sensors. Proc ACM Int Conf Ubiquitous Comput 2011;2011:385-394 [FREE Full text] [doi: 10.1145/2030112.2030164] [Medline: 25285324]
    • (2011) Proc ACM Int Conf Ubiquitous Comput , vol.2011 , pp. 385-394
    • Rabbi, M.1    Ali, S.2    Choudhury, T.3    Berke, E.4
  • 19
    • 85049908737 scopus 로고    scopus 로고
    • Addressing Conceptual Gaps in Big Data Research Ethics: An Application of Contextual Integrity
    • Zimmer M. Addressing Conceptual Gaps in Big Data Research Ethics: An Application of Contextual Integrity. Social Media+Society 2018;4(2):1-11. [doi: 10.1177/2056305118768300;4]
    • (2018) Social Media+Society , vol.4 , Issue.2 , pp. 1-11
    • Zimmer, M.1
  • 20
    • 85091527007 scopus 로고    scopus 로고
    • Exploring the Far Side of Mobile Health: Information Security and Privacy of Mobile Health Apps on iOS and Android
    • [FREE Full text], [Medline: 25599627]
    • Dehling T, Gao F, Schneider S, Sunyaev A. Exploring the Far Side of Mobile Health: Information Security and Privacy of Mobile Health Apps on iOS and Android. JMIR Mhealth Uhealth 2015;3(1):e8 [FREE Full text] [doi: 10.2196/mhealth.3672] [Medline: 25599627]
    • (2015) JMIR Mhealth Uhealth , vol.3 , Issue.1
    • Dehling, T.1    Gao, F.2    Schneider, S.3    Sunyaev, A.4
  • 21
    • 71749113097 scopus 로고    scopus 로고
    • Using Reality Mining to Improve Public Health and Medicine
    • [Medline: 19745474]
    • Pentland A, Lazer D, Brewer D, Heibeck T. Using Reality Mining to Improve Public Health and Medicine. Stud Health Technol Inform 2009;149:93-102. [Medline: 19745474]
    • (2009) Stud Health Technol Inform , vol.93-102 , pp. 149
    • Pentland, A.1    Lazer, D.2    Brewer, D.3    Heibeck, T.4
  • 22
    • 77954021717 scopus 로고    scopus 로고
    • Four Billion Little Brothers?
    • Nov 01
    • Shilton K. Four Billion Little Brothers? Commun ACM 2009 Nov 01;52(11):48. [doi: 10.1145/1592761.1592778]
    • (2009) Commun ACM , vol.52 , Issue.11 , pp. 48
    • Shilton, K.1
  • 24
    • 78651279538 scopus 로고    scopus 로고
    • Community attitudes to the appropriation of mobile phones for monitoring and managing depression, anxiety, and stress
    • 2010 Dec 19, FREE Full text, Medline: 21169174
    • Proudfoot J, Parker G, Hadzi Pavlovic D, Manicavasagar V, Adler E, Whitton A. Community attitudes to the appropriation of mobile phones for monitoring and managing depression, anxiety, and stress. J Med Internet Res 2010 Dec 19;12(5):e64 [FREE Full text] [doi: 10.2196/jmir.1475] [Medline: 21169174]
    • J Med Internet Res , vol.12 , Issue.5
    • Proudfoot, J.1    Parker, G.2    Hadzi Pavlovic, D.3    Manicavasagar, V.4    Adler, E.5    Whitton, A.6
  • 25
    • 85021951632 scopus 로고    scopus 로고
    • Beyond Symptom Monitoring: Consumer Needs for Bipolar Disorder Self-management Using Smartphones
    • 2017 Dec, Medline: 28692910
    • Nicholas J, Boydell K, Christensen H. Beyond Symptom Monitoring: Consumer Needs for Bipolar Disorder Self-management Using Smartphones. Eur Psychiatry 2017 Dec;44:210-216. [doi: 10.1016/j.eurpsy.2017.05.023] [Medline: 28692910]
    • Eur Psychiatry , vol.44 , pp. 210-216
    • Nicholas, J.1    Boydell, K.2    Christensen, H.3
  • 27
    • 0029008753 scopus 로고
    • The Alcohol Use Disorders Identification Test (AUDIT): Validation of a Screening Instrument for Use in Medical Settings
    • 7674678
    • Bohn MJ, Babor TF, Kranzler HR. The Alcohol Use Disorders Identification Test (AUDIT): Validation of a Screening Instrument for Use in Medical Settings. J Stud Alcohol 1995;56(4):423-432. [Medline: 7674678]
    • (1995) J Stud Alcohol , vol.56 , Issue.4 , pp. 423-432
    • Bohn, M.J.1    Babor, T.F.2    Kranzler, H.R.3
  • 28
    • 0020446368 scopus 로고
    • The Drug Abuse Screening Test
    • [Medline: 7183189]
    • Skinner HA. The Drug Abuse Screening Test. Addict Behav 1982;7(4):363-371. [Medline: 7183189]
    • (1982) Addict Behav , vol.7 , Issue.4 , pp. 363-371
    • Skinner, H.A.1
  • 29
    • 0034853189 scopus 로고    scopus 로고
    • The PHQ-9: Validity of a Brief Depression Severity Measure
    • FREE Full text] [Medline: 11556941
    • Kroenke K, Spitzer RL, Williams JB. The PHQ-9: Validity of a Brief Depression Severity Measure. J Gen Intern Med 2001;16(9):606-613 [FREE Full text] [Medline: 11556941]
    • (2001) J Gen Intern Med , vol.16 , Issue.9 , pp. 606-613
    • Kroenke, K.1    Spitzer, R.L.2    Williams, J.B.3
  • 31
    • 0033761972 scopus 로고    scopus 로고
    • Development and Validation of a Screening Instrument for Bipolar Spectrum Disorder: The Mood Disorder Questionnaire
    • Medline: 11058490
    • Hirschfeld RM, Williams JB, Spitzer RL, Calabrese JR, Flynn L, Keck PE, et al. Development and Validation of a Screening Instrument for Bipolar Spectrum Disorder: The Mood Disorder Questionnaire. Am J Psychiatry 2000;157(11):1873-1875. [Medline: 11058490]
    • (2000) Am J Psychiatry , vol.157 , Issue.11 , pp. 1873-1875
    • Hirschfeld, R.M.1    Williams, J.B.2    Spitzer, R.L.3    Calabrese, J.R.4    Flynn, L.5    Keck, P.E.6
  • 32
    • 33646815612 scopus 로고    scopus 로고
    • A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
    • Medline: 16717171
    • Spitzer RL, Kroenke K, Williams JBW, Löwe B. A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7. Arch Intern Med 2006;166(10):1092-1097. [doi:10.1001/archinte.166.10.1092] [Medline: 16717171]
    • (2006) Arch Intern Med , vol.166 , Issue.10 , pp. 1092-1097
    • Spitzer, R.L.1    Kroenke, K.2    Williams, J.B.W.3    Löwe, B.4
  • 33
    • 1842538795 scopus 로고    scopus 로고
    • Privacy as contextual integrity
    • [FREE Full text]
    • Nissenbaum H. Privacy as contextual integrity. Wash L Rev 2004;79:101-139 [FREE Full text]
    • (2004) Wash L Rev , vol.79 , pp. 101-139
    • Nissenbaum, H.1
  • 34
    • 85048862840 scopus 로고    scopus 로고
    • Veterans' Perspectives on Fitbit Use in Treatment for Post-Traumatic Stress Disorder: An Interview Study
    • FREE Full text, 29907556
    • Ng A, Reddy M, Zalta AK, Schueller SM. Veterans' Perspectives on Fitbit Use in Treatment for Post-Traumatic Stress Disorder: An Interview Study. JMIR Ment Health 2018;5(2):e10415 [FREE Full text] [doi: 10.2196/10415] [Medline: 29907556]
    • (2018) JMIR Ment Health , vol.5 , Issue.2
    • Ng, A.1    Reddy, M.2    Zalta, A.K.3    Schueller, S.M.4
  • 35
    • 84875822474 scopus 로고    scopus 로고
    • Unique in the Crowd: The Privacy Bounds of Human Mobility
    • 23524645
    • De Montjoye YA, Hidalgo CA, Verleysen M, Blondel VD. Unique in the Crowd: The Privacy Bounds of Human Mobility. Sci Rep 2013;3:1376 [FREE Full text] [doi: 10.1038/srep01376] [Medline: 23524645]
    • (2013) Sci Rep , vol.3 , pp. 1376
    • de Montjoye, Y.A.1    Hidalgo, C.A.2    Verleysen, M.3    Blondel, V.D.4
  • 36
    • 84978997793 scopus 로고    scopus 로고
    • Why experience matters to privacy: How context-based experience moderates consumer privacy expectations for mobile applications
    • May 05, FREE Full text
    • Martin K, Shilton K. Why experience matters to privacy: How context-based experience moderates consumer privacy expectations for mobile applications. J Assn Inf Sci Tec 2015 May 05;67(8):1871-1882 [FREE Full text] [doi:10.1002/asi.23500]
    • (2015) J Assn Inf Sci Tec , vol.67 , Issue.8 , pp. 1871-1882
    • Martin, K.1    Shilton, K.2
  • 37
    • 0038019248 scopus 로고    scopus 로고
    • The Paradox of Self-Stigma and Mental Illness
    • FREE Full text
    • Corrigan P, Watson A. The Paradox of Self-Stigma and Mental Illness. Clinical Psychology: Science and Practice 2002;9:35-53 [FREE Full text] [doi:10.1093/clipsy.9.1.35]
    • (2002) Clinical Psychology: Science and Practice , vol.9 , pp. 35-53
    • Corrigan, P.1    Watson, A.2
  • 39
    • 26444547160 scopus 로고    scopus 로고
    • Privacy: Personal information, threats, and technologies
    • Weapons and Wires: Prevention and Safety in a Time of Fear ISTAS; Jun 8-10; Los Angeles, CA
    • Beckwith R, Mainwaring S. Privacy: Personal information, threats, and technologies. 2005 Presented at: Proceedings International Symposium on Technology and Society, 2005 Weapons and Wires: Prevention and Safety in a Time of Fear ISTAS; Jun 8-10; Los Angeles, CA.
    • (2005) 2005 Presented At: Proceedings International Symposium on Technology and Society
    • Beckwith, R.1    Mainwaring, S.2
  • 41
    • 85061232831 scopus 로고    scopus 로고
    • Using Mobile Phone Sensor Technology for Mental Health Research: Integrated Analysis to Identify Hidden Challenges and Potential Solutions
    • 30061092
    • Boonstra TW, Nicholas J, Wong QJ, Shaw F, Townsend S, Christensen H. Using Mobile Phone Sensor Technology for Mental Health Research: Integrated Analysis to Identify Hidden Challenges and Potential Solutions. J Med Internet Res 2018;20(7):e10131 [FREE Full text] [doi: 10.2196/10131] [Medline: 30061092]
    • (2018) J Med Internet Res , vol.20 , Issue.7
    • Boonstra, T.W.1    Nicholas, J.2    Wong, Q.J.3    Shaw, F.4    Townsend, S.5    Christensen, H.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.