메뉴 건너뛰기




Volumn 51, Issue 5, 2016, Pages 816-824

The Pace of Technologic Change: Implications for Digital Health Behavior Intervention Research

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL SCIENCE; CHANGE MANAGEMENT; CLINICAL EVALUATION; CLINICAL RESEARCH; EARLY INTERVENTION; EDITORIAL; HEALTH BEHAVIOR; HEALTH CARE; HUMAN; INFORMATION TECHNOLOGY; INTERPERSONAL COMMUNICATION; MEDICAL TECHNOLOGY; METHODOLOGY; PUBLIC HEALTH PROBLEM; SCIENCE; TRANSLATIONAL RESEARCH; HEALTH PROMOTION; TELECOMMUNICATION;

EID: 84994158331     PISSN: 07493797     EISSN: 18732607     Source Type: Journal    
DOI: 10.1016/j.amepre.2016.05.001     Document Type: Editorial
Times cited : (117)

References (78)
  • 1
    • 77956877124 scopus 로고    scopus 로고
    • The Internet of Things: a survey
    • 1 Atzori, L., Iera, A., Morabito, G., The Internet of Things: a survey. Comput Networks 54:15 (2010), 2787–2805, 10.1016/j.comnet.2010.05.010.
    • (2010) Comput Networks , vol.54 , Issue.15 , pp. 2787-2805
    • Atzori, L.1    Iera, A.2    Morabito, G.3
  • 2
    • 84994156236 scopus 로고    scopus 로고
    • Patient Adoption of mHealth | Reports. Accessed November 7
    • 2 IMS Institute. Patient Adoption of mHealth | Reports. www.imshealth.com/portal/site/imshealth/menuitem.762a961826aad98f53c753c71ad8c22a/?vgnextoid=365656f1603bf410VgnVCM1000000e2e2ca2RCRD&vgnextchannel=736de5fda6370410VgnVCM10000076192ca2RCRD&vgnextfmt=default. Accessed November 7, 2015.
    • (2015)
  • 4
    • 84994117745 scopus 로고    scopus 로고
    • European Directory of Health Apps 2-12-. London; 2012.
    • 4 PatientView. European Directory of Health Apps 2-12-2013. London; 2012.
    • (2013)
  • 6
    • 84887864498 scopus 로고    scopus 로고
    • A content analysis of popular smartphone apps for smoking cessation
    • 6 Abroms, L.C., Lee Westmaas, J., Bontemps-Jones, J., Ramani, R., Mellerson, J., A content analysis of popular smartphone apps for smoking cessation. Am J Prev Med 45:6 (2013), 732–736, 10.1016/j.amepre.2013.07.008.
    • (2013) Am J Prev Med , vol.45 , Issue.6 , pp. 732-736
    • Abroms, L.C.1    Lee Westmaas, J.2    Bontemps-Jones, J.3    Ramani, R.4    Mellerson, J.5
  • 7
    • 84862905810 scopus 로고    scopus 로고
    • Weight loss—there is an app for that! But does it adhere to evidence-informed practices?
    • 7 Breton, E.R., Fuemmeler, B.F., Abroms, L.C., Weight loss—there is an app for that! But does it adhere to evidence-informed practices?. Transl Behav Med 1:4 (2011), 523–529, 10.1007/s13142-011-0076-5.
    • (2011) Transl Behav Med , vol.1 , Issue.4 , pp. 523-529
    • Breton, E.R.1    Fuemmeler, B.F.2    Abroms, L.C.3
  • 8
    • 84875782414 scopus 로고    scopus 로고
    • Apps of steel: are exercise apps providing consumers with realistic expectations?: a content analysis of exercise apps for presence of behavior change theory
    • 8 Cowan, L.T., Van Wagenen, S.A., Brown, B.A., et al. Apps of steel: are exercise apps providing consumers with realistic expectations?: a content analysis of exercise apps for presence of behavior change theory. Health Educ Behav 40:2 (2013), 133–139, 10.1177/1090198112452126.
    • (2013) Health Educ Behav , vol.40 , Issue.2 , pp. 133-139
    • Cowan, L.T.1    Van Wagenen, S.A.2    Brown, B.A.3
  • 9
    • 84887940062 scopus 로고    scopus 로고
    • Smartphones for smarter delivery of mental health programs: a systematic review
    • 9 Donker, T., Petrie, K., Proudfoot, J., Clarke, J., Birch, M.-R., Christensen, H., Smartphones for smarter delivery of mental health programs: a systematic review. J Med Internet Res, 15(11), 2013, e247, 10.2196/jmir.2791.
    • (2013) J Med Internet Res , vol.15 , Issue.11 , pp. e247
    • Donker, T.1    Petrie, K.2    Proudfoot, J.3    Clarke, J.4    Birch, M.-R.5    Christensen, H.6
  • 10
    • 84873307334 scopus 로고    scopus 로고
    • Mobile health: revolutionizing healthcare through transdisciplinary research
    • 10 Kumar, S., Nilsen, W., Pavel, M., Srivastava, M., Mobile health: revolutionizing healthcare through transdisciplinary research. Computer (Long Beach Calif) 46:1 (2013), 28–35, 10.1109/MC.2012.392.
    • (2013) Computer (Long Beach Calif) , vol.46 , Issue.1 , pp. 28-35
    • Kumar, S.1    Nilsen, W.2    Pavel, M.3    Srivastava, M.4
  • 11
    • 84880314239 scopus 로고    scopus 로고
    • Mobile health technology evaluation: the mHealth evidence workshop
    • 11 Kumar, S., Nilsen, W.J., Abernethy, A., et al. Mobile health technology evaluation: the mHealth evidence workshop. Am J Prev Med 45:2 (2013), 228–236, 10.1016/j.amepre.2013.03.017.
    • (2013) Am J Prev Med , vol.45 , Issue.2 , pp. 228-236
    • Kumar, S.1    Nilsen, W.J.2    Abernethy, A.3
  • 12
    • 84906213659 scopus 로고    scopus 로고
    • Social Physics: How Good Ideas Spread: The Lessons From a New Science
    • Penguin Press New York
    • 12 Pentland, A., Social Physics: How Good Ideas Spread: The Lessons From a New Science. 2014, Penguin Press, New York.
    • (2014)
    • Pentland, A.1
  • 13
    • 84897008631 scopus 로고    scopus 로고
    • small data, where n = me
    • 13 Estrin, D., small data, where n = me. Commun ACM 57:4 (2014), 32–34, 10.1145/2580944.
    • (2014) Commun ACM , vol.57 , Issue.4 , pp. 32-34
    • Estrin, D.1
  • 14
    • 84884660246 scopus 로고    scopus 로고
    • Realizing effective behavioral management of health: the metamorphosis of behavioral science methods
    • 14 Hekler, E.B., Klasnja, P., Traver, V., Hendriks, M., Realizing effective behavioral management of health: the metamorphosis of behavioral science methods. IEEE Pulse 4:5 (2013), 29–34, 10.1109/MPUL.2013.2271681.
    • (2013) IEEE Pulse , vol.4 , Issue.5 , pp. 29-34
    • Hekler, E.B.1    Klasnja, P.2    Traver, V.3    Hendriks, M.4
  • 15
    • 84994107584 scopus 로고    scopus 로고
    • Wired UK. Accessed November 7
    • 15 Smart toilets and sewer sensors are coming. Wired UK. www.wired.co.uk/magazine/archive/2014/03/ideas-bank/yaniv-j-turgeman. Accessed November 7, 2015.
    • (2015)
  • 16
    • 84941182355 scopus 로고    scopus 로고
    • A smart mirror to promote a healthy lifestyle
    • 16 Colantonio, S., Coppini, G., Germanese, D., et al. A smart mirror to promote a healthy lifestyle. Biosyst Eng 138 (2015), 33–43, 10.1016/j.biosystemseng.2015.06.008.
    • (2015) Biosyst Eng , vol.138 , pp. 33-43
    • Colantonio, S.1    Coppini, G.2    Germanese, D.3
  • 17
    • 84994185434 scopus 로고    scopus 로고
    • Green paper on Citizen Science for Europe: towards a society of empowered citizens and enhanced research
    • 17 Socientize Project. Green paper on Citizen Science for Europe: towards a society of empowered citizens and enhanced research. Socientize Consort, 2013, 1–54.
    • (2013) Socientize Consort , pp. 1-54
  • 18
    • 84931466318 scopus 로고    scopus 로고
    • Behavioral functionality of mobile apps in health interventions: a systematic review of the literature
    • 18 Payne, H.E., Lister, C., West, J.H., Bernhardt, J.M., Behavioral functionality of mobile apps in health interventions: a systematic review of the literature. JMIR mHealth uHealth, 3(1), 2015, e20, 10.2196/mhealth.3335.
    • (2015) JMIR mHealth uHealth , vol.3 , Issue.1 , pp. e20
    • Payne, H.E.1    Lister, C.2    West, J.H.3    Bernhardt, J.M.4
  • 19
    • 33745531725 scopus 로고    scopus 로고
    • The law of attrition
    • 19 Eysenbach, G., The law of attrition. J Med Internet Res, 7(1), 2005, e11, 10.2196/jmir.7.1.e11.
    • (2005) J Med Internet Res , vol.7 , Issue.1 , pp. e11
    • Eysenbach, G.1
  • 20
    • 84994091625 scopus 로고    scopus 로고
    • Understanding and promoting engagement with digital behavior change interventions
    • 20 Yardley, L., Spring, B.J., Riper, H., et al. Understanding and promoting engagement with digital behavior change interventions. Am J Prev Med, 2016.
    • (2016) Am J Prev Med
    • Yardley, L.1    Spring, B.J.2    Riper, H.3
  • 21
    • 84994153926 scopus 로고    scopus 로고
    • Designing and undertaking a health economics study of digital health interventions
    • 21 McNamee, P., Murray, E., Kelly, M.P., et al. Designing and undertaking a health economics study of digital health interventions. Am J Prev Med, 2016.
    • (2016) Am J Prev Med
    • McNamee, P.1    Murray, E.2    Kelly, M.P.3
  • 22
    • 84994138772 scopus 로고    scopus 로고
    • Evaluating digital health interventions: key questions and approaches
    • 22 Murray, E., Hekler, E.B., Andersson, G., et al. Evaluating digital health interventions: key questions and approaches. Am J Prev Med, 2016.
    • (2016) Am J Prev Med
    • Murray, E.1    Hekler, E.B.2    Andersson, G.3
  • 23
    • 84994170404 scopus 로고    scopus 로고
    • Developing and refining models and theories suitable for digital health interventions
    • 23 Hekler, E.B., Michie, S., Rivera, D.E., et al. Developing and refining models and theories suitable for digital health interventions. Am J Prev Med, 2016.
    • (2016) Am J Prev Med
    • Hekler, E.B.1    Michie, S.2    Rivera, D.E.3
  • 24
    • 84871055775 scopus 로고    scopus 로고
    • A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010
    • 24 Lim, S.S., Vos, T., Flaxman, A.D., et al. A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380:9859 (2012), 2224–2260, 10.1016/S0140-6736(12)61766-8.
    • (2012) Lancet , vol.380 , Issue.9859 , pp. 2224-2260
    • Lim, S.S.1    Vos, T.2    Flaxman, A.D.3
  • 25
    • 84871099014 scopus 로고    scopus 로고
    • Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010
    • 25 Murray, C.J.L., Vos, T., Lozano, R., et al. Disability-adjusted life years (DALYs) for 291 diseases and injuries in 21 regions, 1990-2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380:9859 (2012), 2197–2223, 10.1016/S0140-6736(12)61689-4.
    • (2012) Lancet , vol.380 , Issue.9859 , pp. 2197-2223
    • Murray, C.J.L.1    Vos, T.2    Lozano, R.3
  • 26
    • 84903778851 scopus 로고    scopus 로고
    • Prevention of chronic disease in the 21st century: elimination of the leading preventable causes of premature death and disability in the USA
    • 26 Bauer, U.E., Briss, P.A., Goodman, R.A., Bowman, B.A., Prevention of chronic disease in the 21st century: elimination of the leading preventable causes of premature death and disability in the USA. Lancet (London, England) 384:9937 (2014), 45–52, 10.1016/S0140-6736(14)60648-6.
    • (2014) Lancet (London, England) , vol.384 , Issue.9937 , pp. 45-52
    • Bauer, U.E.1    Briss, P.A.2    Goodman, R.A.3    Bowman, B.A.4
  • 27
    • 80051785118 scopus 로고    scopus 로고
    • Recent trends in chronic disease, impairment and disability among older adults in the United States
    • 27 Hung, W.W., Ross, J.S., Boockvar, K.S., Siu, A.L., Recent trends in chronic disease, impairment and disability among older adults in the United States. BMC Geriatr, 11, 2011, 47, 10.1186/1471-2318-11-47.
    • (2011) BMC Geriatr , vol.11 , pp. 47
    • Hung, W.W.1    Ross, J.S.2    Boockvar, K.S.3    Siu, A.L.4
  • 28
    • 77952467912 scopus 로고    scopus 로고
    • Prescription Drug Use Among Midlife and Older Americans
    • AARP, Knowledge Management Washington, DC
    • 28 Barrett, L.L., Prescription Drug Use Among Midlife and Older Americans. 2005, AARP, Knowledge Management, Washington, DC.
    • (2005)
    • Barrett, L.L.1
  • 30
    • 84907063092 scopus 로고    scopus 로고
    • Despite substantial progress in EHR adoption, health information exchange and patient engagement remain low in office settings
    • 30 Furukawa, M.F., King, J., Patel, V., Hsiao, C.-J., Adler-Milstein, J., Jha, A.K., Despite substantial progress in EHR adoption, health information exchange and patient engagement remain low in office settings. Health Aff (Millwood) 33:9 (2014), 1672–1679, 10.1377/hlthaff.2014.0445.
    • (2014) Health Aff (Millwood) , vol.33 , Issue.9 , pp. 1672-1679
    • Furukawa, M.F.1    King, J.2    Patel, V.3    Hsiao, C.-J.4    Adler-Milstein, J.5    Jha, A.K.6
  • 31
    • 84907812640 scopus 로고    scopus 로고
    • National health expenditure projections, 2013-23: faster growth expected with expanded coverage and improving economy
    • 31 Sisko, A.M., Keehan, S.P., Cuckler, G.A., et al. National health expenditure projections, 2013-23: faster growth expected with expanded coverage and improving economy. Health Aff (Millwood) 33:10 (2014), 1841–1850, 10.1377/hlthaff.2014.0560.
    • (2014) Health Aff (Millwood) , vol.33 , Issue.10 , pp. 1841-1850
    • Sisko, A.M.1    Keehan, S.P.2    Cuckler, G.A.3
  • 32
    • 84860775013 scopus 로고    scopus 로고
    • Objective vs. self-reported physical activity and sedentary time: effects of measurement method on relationships with risk biomarkers
    • 32 Celis-Morales, C.A., Perez-Bravo, F., Ibañez, L., Salas, C., Bailey, M.E.S., Gill, J.M.R., Objective vs. self-reported physical activity and sedentary time: effects of measurement method on relationships with risk biomarkers. PLoS One, 7(5), 2012, e36345, 10.1371/journal.pone.0036345.
    • (2012) PLoS One , vol.7 , Issue.5 , pp. e36345
    • Celis-Morales, C.A.1    Perez-Bravo, F.2    Ibañez, L.3    Salas, C.4    Bailey, M.E.S.5    Gill, J.M.R.6
  • 34
    • 33845901507 scopus 로고    scopus 로고
    • Microbial ecology: human gut microbes associated with obesity
    • 34 Ley, R.E., Turnbaugh, P.J., Klein, S., Gordon, J.I., Microbial ecology: human gut microbes associated with obesity. Nature 444 (2006), 1022–1023, 10.1038/4441022a.
    • (2006) Nature , vol.444 , pp. 1022-1023
    • Ley, R.E.1    Turnbaugh, P.J.2    Klein, S.3    Gordon, J.I.4
  • 35
    • 84925547363 scopus 로고    scopus 로고
    • Exercise and associated dietary extremes impact on gut microbial diversity
    • 35 Clarke, S.F., Murphy, E.F., O'Sullivan, O., et al. Exercise and associated dietary extremes impact on gut microbial diversity. Gut 63:12 (2014), 1913–1920, 10.1136/gutjnl-2013-306541.
    • (2014) Gut , vol.63 , Issue.12 , pp. 1913-1920
    • Clarke, S.F.1    Murphy, E.F.2    O'Sullivan, O.3
  • 36
    • 79959467647 scopus 로고    scopus 로고
    • Energy-balance studies reveal associations between gut microbes, caloric load, and nutrient absorption in humans
    • 36 Jumpertz, R., Le, D.S., Turnbaugh, P.J., et al. Energy-balance studies reveal associations between gut microbes, caloric load, and nutrient absorption in humans. Am J Clin Nutr 94:1 (2011), 58–65, 10.3945/ajcn.110.010132.
    • (2011) Am J Clin Nutr , vol.94 , Issue.1 , pp. 58-65
    • Jumpertz, R.1    Le, D.S.2    Turnbaugh, P.J.3
  • 37
    • 70149102110 scopus 로고    scopus 로고
    • A systems-oriented multilevel framework for addressing obesity in the 21st century
    • 37 Huang, T.T., Drewnosksi, A., Kumanyika, S., Glass, T.A., A systems-oriented multilevel framework for addressing obesity in the 21st century. Prev Chronic Dis, 6(3), 2009, A82.
    • (2009) Prev Chronic Dis , vol.6 , Issue.3 , pp. A82
    • Huang, T.T.1    Drewnosksi, A.2    Kumanyika, S.3    Glass, T.A.4
  • 38
    • 79951834992 scopus 로고    scopus 로고
    • The influence of geographic life environments on cardiometabolic risk factors: a systematic review, a methodological assessment and a research agenda
    • 38 Leal, C., Chaix, B., The influence of geographic life environments on cardiometabolic risk factors: a systematic review, a methodological assessment and a research agenda. Obes Rev 12 (2011), 217–230, 10.1111/j.1467-789X.2010.00726.x.
    • (2011) Obes Rev , vol.12 , pp. 217-230
    • Leal, C.1    Chaix, B.2
  • 39
    • 84924375509 scopus 로고    scopus 로고
    • Hypoglycemia prediction using machine learning models for patients with type 2 diabetes
    • 39 Sudharsan, B., Peeples, M., Shomali, M., Hypoglycemia prediction using machine learning models for patients with type 2 diabetes. J Diabetes Sci Technol 9:1 (2015), 86–90, 10.1177/1932296814554260.
    • (2015) J Diabetes Sci Technol , vol.9 , Issue.1 , pp. 86-90
    • Sudharsan, B.1    Peeples, M.2    Shomali, M.3
  • 40
    • 84921743304 scopus 로고    scopus 로고
    • Digital medical tools and sensors
    • 40 Topol, E.J., Steinhubl, S.R., Torkamani, A., Digital medical tools and sensors. JAMA 313:4 (2015), 353–354, 10.1001/jama.2014.17125.
    • (2015) JAMA , vol.313 , Issue.4 , pp. 353-354
    • Topol, E.J.1    Steinhubl, S.R.2    Torkamani, A.3
  • 41
    • 84876571655 scopus 로고    scopus 로고
    • The chronic care model and diabetes management in U.S. primary care settings: a systematic review
    • 41 Stellefson, M., Dipnarine, K., Stopka, C., The chronic care model and diabetes management in U.S. primary care settings: a systematic review. Prev Chronic Dis, 10, 2013, E26, 10.5888/pcd10.120180.
    • (2013) Prev Chronic Dis , vol.10 , pp. E26
    • Stellefson, M.1    Dipnarine, K.2    Stopka, C.3
  • 42
    • 79955778144 scopus 로고    scopus 로고
    • Accelerated clinical discovery using self-reported patient data collected online and a patient-matching algorithm
    • 42 Wicks, P., Vaughan, T.E., Massagli, M.P., Heywood, J., Accelerated clinical discovery using self-reported patient data collected online and a patient-matching algorithm. Nat Biotechnol 29:5 (2011), 411–414, 10.1038/nbt.1837.
    • (2011) Nat Biotechnol , vol.29 , Issue.5 , pp. 411-414
    • Wicks, P.1    Vaughan, T.E.2    Massagli, M.P.3    Heywood, J.4
  • 43
    • 84958873406 scopus 로고
    • Social Foundations of Thought and Action: A Social Cognitive Theory
    • Prentice Hall Englewood Cliffs, NJ
    • 43 Bandura, A., Social Foundations of Thought and Action: A Social Cognitive Theory. 1986, Prentice Hall, Englewood Cliffs, NJ.
    • (1986)
    • Bandura, A.1
  • 44
    • 0004290893 scopus 로고    scopus 로고
    • On the Self-Regulation of Behavior
    • Cambridge University Press Cambridge
    • 44 Carver, C.S., Scheier, M.F., On the Self-Regulation of Behavior. 2001, Cambridge University Press, Cambridge.
    • (2001)
    • Carver, C.S.1    Scheier, M.F.2
  • 45
    • 84884890006 scopus 로고    scopus 로고
    • Rapid, responsive, relevant (R3) research: a call for a rapid learning health research enterprise
    • 45 Riley, W.T., Glasgow, R.E., Etheredge, L., Abernethy, A.P., Rapid, responsive, relevant (R3) research: a call for a rapid learning health research enterprise. Clin Transl Med, 2(1), 2013, 10, 10.1186/2001-1326-2-10.
    • (2013) Clin Transl Med , vol.2 , Issue.1 , pp. 10
    • Riley, W.T.1    Glasgow, R.E.2    Etheredge, L.3    Abernethy, A.P.4
  • 46
    • 84907706029 scopus 로고    scopus 로고
    • Methodologies for optimizing behavioral interventions: introduction to special section
    • 46 Riley, W.T., Rivera, D.E., Methodologies for optimizing behavioral interventions: introduction to special section. Transl Behav Med 4:3 (2014), 234–237, 10.1007/s13142-014-0281-0.
    • (2014) Transl Behav Med , vol.4 , Issue.3 , pp. 234-237
    • Riley, W.T.1    Rivera, D.E.2
  • 47
    • 84923762812 scopus 로고    scopus 로고
    • A new initiative on precision medicine
    • 47 Collins, F.S., Varmus, H., A new initiative on precision medicine. N Engl J Med 372:9 (2015), 793–795, 10.1056/NEJMp1500523.
    • (2015) N Engl J Med , vol.372 , Issue.9 , pp. 793-795
    • Collins, F.S.1    Varmus, H.2
  • 48
    • 0000915881 scopus 로고
    • History of numerical weather prediction at the National Meteorological Center
    • 48 Shuman, F.G., History of numerical weather prediction at the National Meteorological Center. Weather Forecast 4:3 (1989), 286–296, 10.1175/1520-0434(1989)004<0286:HONWPA>2.0.CO;2.
    • (1989) Weather Forecast , vol.4 , Issue.3 , pp. 286-296
    • Shuman, F.G.1
  • 49
    • 34047187107 scopus 로고    scopus 로고
    • Using engineering control principles to inform the design of adaptive interventions: a conceptual introduction
    • 49 Rivera, D.E., Pew, M.D., Collins, L.M., Using engineering control principles to inform the design of adaptive interventions: a conceptual introduction. Drug Alcohol Depend 88:suppl 2 (2007), S31–S40, 10.1016/j.drugalcdep.2006.10.020.
    • (2007) Drug Alcohol Depend , vol.88 , pp. S31-S40
    • Rivera, D.E.1    Pew, M.D.2    Collins, L.M.3
  • 50
    • 84995780915 scopus 로고    scopus 로고
    • Development of a dynamic computational model of Social Cognitive Theory
    • Transl Behav Med. In press. Online November 9,.
    • 50 Riley W, Martin C, Rivera D, et al. Development of a dynamic computational model of Social Cognitive Theory. Transl Behav Med. In press. Online November 9, 2015. http://dx.doi.org/10.1007/s13142-015-0356-6.
    • (2015)
    • Riley, W.1    Martin, C.2    Rivera, D.3
  • 51
    • 80051815956 scopus 로고    scopus 로고
    • Bayesian versus orthodox statistics: which side are you on?
    • 51 Dienes, Z., Bayesian versus orthodox statistics: which side are you on?. Perspect Psychol Sci 6:3 (2011), 274–290, 10.1177/1745691611406920.
    • (2011) Perspect Psychol Sci , vol.6 , Issue.3 , pp. 274-290
    • Dienes, Z.1
  • 52
    • 77954032966 scopus 로고    scopus 로고
    • Doing Bayesian Data Analysis: A Tutorial Introduction With R
    • Academic Press Burlington, MA
    • 52 Kruschke, J., Doing Bayesian Data Analysis: A Tutorial Introduction With R. 2010, Academic Press, Burlington, MA.
    • (2010)
    • Kruschke, J.1
  • 53
    • 84872024980 scopus 로고    scopus 로고
    • Innovative ICT solutions to improve treatment outcomes for depression: the ICT4Depression project
    • 53 Warmerdam, L., Riper, H., Klein, M., et al. Innovative ICT solutions to improve treatment outcomes for depression: the ICT4Depression project. Stud Health Technol Inform 181 (2012), 339–343.
    • (2012) Stud Health Technol Inform , vol.181 , pp. 339-343
    • Warmerdam, L.1    Riper, H.2    Klein, M.3
  • 54
    • 84902076005 scopus 로고    scopus 로고
    • Markov modeling and discrete event simulation in health care: a systematic comparison
    • 54 Standfield, L., Comans, T., Scuffham, P., Markov modeling and discrete event simulation in health care: a systematic comparison. Int J Technol Assess Health Care 30:2 (2014), 165–172, 10.1017/S0266462314000117.
    • (2014) Int J Technol Assess Health Care , vol.30 , Issue.2 , pp. 165-172
    • Standfield, L.1    Comans, T.2    Scuffham, P.3
  • 55
    • 84976594606 scopus 로고    scopus 로고
    • Agile science: creating useful products for behavior change in the real-world
    • Transl Behav Med. In press. Online February 26,.
    • 55 Hekler E, Klasnja P, Riley W, Buman MP, Huberty JL. Agile science: creating useful products for behavior change in the real-world. Transl Behav Med. In press. Online February 26, 2016. http://dx.doi.org/10.1007/s13142-016-0395-7.
    • (2016)
    • Hekler, E.1    Klasnja, P.2    Riley, W.3    Buman, M.P.4    Huberty, J.L.5
  • 56
    • 84908413187 scopus 로고    scopus 로고
    • A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers
    • 56 Ellis, K., Kerr, J., Godbole, S., Lanckriet, G., Wing, D., Marshall, S., A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers. Physiol Meas 35:11 (2014), 2191–2203, 10.1088/0967-3334/35/11/2191.
    • (2014) Physiol Meas , vol.35 , Issue.11 , pp. 2191-2203
    • Ellis, K.1    Kerr, J.2    Godbole, S.3    Lanckriet, G.4    Wing, D.5    Marshall, S.6
  • 57
    • 84978522404 scopus 로고    scopus 로고
    • Identifying active travel behaviors in challenging environments using GPS, accelerometers, and machine learning algorithms
    • 57 Ellis, K., Godbole, S., Marshall, S., Lanckriet, G., Staudenmayer, J., Kerr, J., Identifying active travel behaviors in challenging environments using GPS, accelerometers, and machine learning algorithms. Front Public Health, 2, 2014, 36, 10.3389/fpubh.2014.00036.
    • (2014) Front Public Health , vol.2 , pp. 36
    • Ellis, K.1    Godbole, S.2    Marshall, S.3    Lanckriet, G.4    Staudenmayer, J.5    Kerr, J.6
  • 58
    • 84905858850 scopus 로고    scopus 로고
    • The Learning Healthcare System
    • National Academies Press Washington, DC
    • 58 IOM. The Learning Healthcare System. 2007, National Academies Press, Washington, DC, 10.17226/11903.
    • (2007)
  • 59
    • 84995965487 scopus 로고    scopus 로고
    • Building health behavior models to guide the development of just-in-time adaptive interventions: a pragmatic framework
    • 59 Nahum-Shani, I., Hekler, E.B., Spruijt-Metz, D., Building health behavior models to guide the development of just-in-time adaptive interventions: a pragmatic framework. Health Psychol 34:suppl (2015), 1209–1219, 10.1037/hea0000306.
    • (2015) Health Psychol , vol.34 , pp. 1209-1219
    • Nahum-Shani, I.1    Hekler, E.B.2    Spruijt-Metz, D.3
  • 60
    • 84871199172 scopus 로고    scopus 로고
    • Can multiple lifestyle behaviours be improved in people with familial hypercholesterolemia? Results of a parallel randomised controlled trial
    • 60 Broekhuizen, K., van Poppel, M.N.M., Koppes, L.L., Kindt, I., Brug, J., van Mechelen, W., Can multiple lifestyle behaviours be improved in people with familial hypercholesterolemia? Results of a parallel randomised controlled trial. PLoS One, 7(12), 2012, e50032, 10.1371/journal.pone.0050032.
    • (2012) PLoS One , vol.7 , Issue.12 , pp. e50032
    • Broekhuizen, K.1    van Poppel, M.N.M.2    Koppes, L.L.3    Kindt, I.4    Brug, J.5    van Mechelen, W.6
  • 61
    • 29144454557 scopus 로고    scopus 로고
    • An ecological framework for cancer communication: implications for research
    • 61 Patrick, K., Intille, S.S., Zabinski, M.F., An ecological framework for cancer communication: implications for research. J Med Internet Res, 7(3), 2005, e23, 10.2196/jmir.7.3.e23.
    • (2005) J Med Internet Res , vol.7 , Issue.3 , pp. e23
    • Patrick, K.1    Intille, S.S.2    Zabinski, M.F.3
  • 62
    • 75149156604 scopus 로고    scopus 로고
    • Ecological momentary interventions: incorporating mobile technology into psychosocial and health behaviour treatments
    • 62 Heron, K.E., Smyth, J.M., Ecological momentary interventions: incorporating mobile technology into psychosocial and health behaviour treatments. Br J Health Psychol 15:Pt 1 (2010), 1–39, 10.1348/135910709X466063.
    • (2010) Br J Health Psychol , vol.15 , pp. 1-39
    • Heron, K.E.1    Smyth, J.M.2
  • 63
    • 84995962581 scopus 로고    scopus 로고
    • Microrandomized trials: an experimental design for developing just-in-time adaptive interventions
    • 63 Klasnja, P., Hekler, E.B., Shiffman, S., et al. Microrandomized trials: an experimental design for developing just-in-time adaptive interventions. Health Psychol 34:suppl (2015), 1220–1228, 10.1037/hea0000305.
    • (2015) Health Psychol , vol.34 , pp. 1220-1228
    • Klasnja, P.1    Hekler, E.B.2    Shiffman, S.3
  • 64
    • 16544391839 scopus 로고    scopus 로고
    • Just-in-time technology to encourage incremental, dietary behavior change
    • 64 Intille, S.S., Kukla, C., Farzanfar, R., Bakr, W., Just-in-time technology to encourage incremental, dietary behavior change. AMIA Annu Symp Proc, 2003, 874.
    • (2003) AMIA Annu Symp Proc , pp. 874
    • Intille, S.S.1    Kukla, C.2    Farzanfar, R.3    Bakr, W.4
  • 65
    • 84960916058 scopus 로고    scopus 로고
    • MyBehavior: automatic personalized health feedback from user behaviors and preferences using smartphones
    • In: Ubicomp'15: Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing. New York, NY;:
    • 65 Rabbi M, Aung MH, Zhang M, Choudhury T. MyBehavior: automatic personalized health feedback from user behaviors and preferences using smartphones. In: Ubicomp'15: Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing. New York, NY; 2015:707–718. http://dx.doi.org/10.1145/2750858.2805840.
    • (2015) , pp. 707-718
    • Rabbi, M.1    Aung, M.H.2    Zhang, M.3    Choudhury, T.4
  • 66
    • 84930632084 scopus 로고    scopus 로고
    • Mobile and wireless technologies in health behavior and the potential for intensively adaptive interventions
    • 66 Riley, W.T., Serrano, K.J., Nilsen, W., Atienza, A.A., Mobile and wireless technologies in health behavior and the potential for intensively adaptive interventions. Curr Opin Psychol 5 (2015), 67–71, 10.1016/j.copsyc.2015.03.024.
    • (2015) Curr Opin Psychol , vol.5 , pp. 67-71
    • Riley, W.T.1    Serrano, K.J.2    Nilsen, W.3    Atienza, A.A.4
  • 67
    • 84919444432 scopus 로고    scopus 로고
    • Effectiveness of a smartphone application for weight loss compared with usual care in overweight primary care patients: a randomized, controlled trial
    • 67 Laing, B.Y., Mangione, C.M., Tseng, C.-H., et al. Effectiveness of a smartphone application for weight loss compared with usual care in overweight primary care patients: a randomized, controlled trial. Ann Intern Med 161(10):suppl (2014), S5–S12, 10.7326/M13-3005.
    • (2014) Ann Intern Med , vol.16110 , pp. S5-S12
    • Laing, B.Y.1    Mangione, C.M.2    Tseng, C.-H.3
  • 68
    • 84901447893 scopus 로고    scopus 로고
    • Factors related to sustained use of a free mobile app for dietary self-monitoring with photography and peer feedback: retrospective cohort study
    • 68 Helander, E., Kaipainen, K., Korhonen, I., Wansink, B., Factors related to sustained use of a free mobile app for dietary self-monitoring with photography and peer feedback: retrospective cohort study. J Med Internet Res, 16(4), 2014, e109, 10.2196/jmir.3084.
    • (2014) J Med Internet Res , vol.16 , Issue.4 , pp. e109
    • Helander, E.1    Kaipainen, K.2    Korhonen, I.3    Wansink, B.4
  • 69
    • 33747173691 scopus 로고    scopus 로고
    • A randomized trial comparing human e-mail counseling, computer-automated tailored counseling, and no counseling in an Internet weight loss program
    • 69 Tate, D.F., Jackvony, E.H., Wing, R.R., A randomized trial comparing human e-mail counseling, computer-automated tailored counseling, and no counseling in an Internet weight loss program. Arch Intern Med 166:15 (2006), 1620–1625, 10.1001/archinte.166.15.1620.
    • (2006) Arch Intern Med , vol.166 , Issue.15 , pp. 1620-1625
    • Tate, D.F.1    Jackvony, E.H.2    Wing, R.R.3
  • 70
    • 77950525923 scopus 로고    scopus 로고
    • Internet-based and other computerized psychological treatments for adult depression: a meta-analysis
    • 70 Andersson, G., Cuijpers, P., Internet-based and other computerized psychological treatments for adult depression: a meta-analysis. Cogn Behav Ther 38:4 (2009), 196–205, 10.1080/16506070903318960.
    • (2009) Cogn Behav Ther , vol.38 , Issue.4 , pp. 196-205
    • Andersson, G.1    Cuijpers, P.2
  • 71
    • 84876055114 scopus 로고    scopus 로고
    • Project onward: an innovative e-health intervention for cancer survivors
    • 71 Duffecy, J., Sanford, S., Wagner, L., Begale, M., Nawacki, E., Mohr, D.C., Project onward: an innovative e-health intervention for cancer survivors. Psychooncology 22:4 (2013), 947–951, 10.1002/pon.3075.
    • (2013) Psychooncology , vol.22 , Issue.4 , pp. 947-951
    • Duffecy, J.1    Sanford, S.2    Wagner, L.3    Begale, M.4    Nawacki, E.5    Mohr, D.C.6
  • 72
    • 79953107298 scopus 로고    scopus 로고
    • Supportive accountability: a model for providing human support to enhance adherence to eHealth interventions
    • 72 Mohr, D.C., Cuijpers, P., Lehman, K., Supportive accountability: a model for providing human support to enhance adherence to eHealth interventions. J Med Internet Res, 13(1), 2011, e30, 10.2196/jmir.1602.
    • (2011) J Med Internet Res , vol.13 , Issue.1 , pp. e30
    • Mohr, D.C.1    Cuijpers, P.2    Lehman, K.3
  • 73
    • 84937151774 scopus 로고    scopus 로고
    • A randomized controlled trial on the role of support in Internet-based problem solving therapy for depression and anxiety
    • 73 Kleiboer, A., Donker, T., Seekles, W., van Straten, A., Riper, H., Cuijpers, P., A randomized controlled trial on the role of support in Internet-based problem solving therapy for depression and anxiety. Behav Res Ther 72 (2015), 63–71, 10.1016/j.brat.2015.06.013.
    • (2015) Behav Res Ther , vol.72 , pp. 63-71
    • Kleiboer, A.1    Donker, T.2    Seekles, W.3    van Straten, A.4    Riper, H.5    Cuijpers, P.6
  • 74
    • 84880329815 scopus 로고    scopus 로고
    • Automated interventions for multiple health behaviors using conversational agents
    • 74 Bickmore, T.W., Schulman, D., Sidner, C., Automated interventions for multiple health behaviors using conversational agents. Patient Educ Couns 92:2 (2013), 142–148, 10.1016/j.pec.2013.05.011.
    • (2013) Patient Educ Couns , vol.92 , Issue.2 , pp. 142-148
    • Bickmore, T.W.1    Schulman, D.2    Sidner, C.3
  • 75
    • 84885590608 scopus 로고    scopus 로고
    • A randomized controlled trial of an automated exercise coach for older adults
    • 75 Bickmore, T.W., Silliman, R.A., Nelson, K., et al. A randomized controlled trial of an automated exercise coach for older adults. J Am Geriatr Soc 61:10 (2013), 1676–1683, 10.1111/jgs.12449.
    • (2013) J Am Geriatr Soc , vol.61 , Issue.10 , pp. 1676-1683
    • Bickmore, T.W.1    Silliman, R.A.2    Nelson, K.3
  • 76
    • 84938584736 scopus 로고    scopus 로고
    • Trials of intervention principles: evaluation methods for evolving behavioral intervention technologies
    • 76 Mohr, D.C., Schueller, S.M., Riley, W.T., et al. Trials of intervention principles: evaluation methods for evolving behavioral intervention technologies. J Med Internet Res, 17(7), 2015, e166, 10.2196/jmir.4391.
    • (2015) J Med Internet Res , vol.17 , Issue.7 , pp. e166
    • Mohr, D.C.1    Schueller, S.M.2    Riley, W.T.3
  • 77
    • 78149290264 scopus 로고    scopus 로고
    • Open mHealth architecture: an engine for health care innovation
    • 77 Estrin, D., Sim, I., Open mHealth architecture: an engine for health care innovation. Science 330:6005 (2010), 759–760, 10.1126/science.1196187.
    • (2010) Science , vol.330 , Issue.6005 , pp. 759-760
    • Estrin, D.1    Sim, I.2
  • 78
    • 84884312556 scopus 로고    scopus 로고
    • Continuous evaluation of evolving behavioral intervention technologies
    • 78 Mohr, D.C., Cheung, K., Schueller, S.M., Hendricks Brown, C., Duan, N., Continuous evaluation of evolving behavioral intervention technologies. Am J Prev Med 45:4 (2013), 517–523, 10.1016/j.amepre.2013.06.006.
    • (2013) Am J Prev Med , vol.45 , Issue.4 , pp. 517-523
    • Mohr, D.C.1    Cheung, K.2    Schueller, S.M.3    Hendricks Brown, C.4    Duan, N.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.