632
P.-Y. S. Hsueh et al.
12. D. Scully, J. Kremer, M.M. Meade, R. Graham, K. Dudgeon, Physical exercise and psychological well-being: A critical review. Br. J. Sports Med. 32(2), 111–120 (1998)
13. J.M. Jakicic, K.K. Davis, R.J. Rogers, W.C. King, M.D. Marcus, D. Helsel, et al., Effect of
wearable technology combined with a lifestyle intervention on long-term weight loss. JAMA
316(11), 1161 (2016). https://doi.org/10.1001/jama.2016.12858
14. S.S. Gollamudi, E.J. Topol, N.E. Wineinger, A framework for smartphone-enabled, patientgenerated health data analysis. PeerJ 4, e2284 (2016). https://doi.org/10.7717/peerj.2284
15. S.R. Steinhubl, J. Waalen, A.M. Edwards, L.M. Ariniello, R.R. Mehta, G.S. Ebner, E.J. Topol,
Effect of a home-based wearable continuous ECG monitoring patch on detection of undiagnosed atrial fibrillation. JAMA 320(2), 146 (2018). https://doi.org/10.1001/jama.2018.8102
16. A. Oguntimilehin, O.B. Abiola, O.A. Adeyemo, A clinical decision support system for
managing stress. J. Emerg. Trends Comput. Inf. Sci 6(8), 436–442 (2015)
17. P.M. Gollwitzer, P. Sheeran, Implementation intentions and goal achievement: A metaanalysis of effects and processes. Adv. Exp. Soc. Psychol. 38, 69–119 (2006).
https://doi.org/10.1016/S0065-2601(06)38002-1
18. A. Prestwich, M. Perugini, R. Hurling, Can implementation intentions and text messages promote brisk walking? A randomized trial. Health Psychol. 29(1), 40–49 (2010a).
https://doi.org/10.1037/a0016993
19. A. Prestwich, I. Kellar, How can the impact of implementation intentions as a behavior change intervention be improved? Eur. Rev. Appl. Psychol 64(1), 35–41 (2014a).
https://doi.org/10.1016/j.erap.2010.03.003
20. P. Pirolli, S. Mohan, A. Venkatakrishnan, L. Nelson, M. Silva, A. Springer, Implementation
intention and reminder effects on behavior change in a mobile health system: A predictive
cognitive model. J. Med. Internet Res. 19(11), e397 (2017). https://doi.org/10.2196/jmir.8217
21. A. Prestwich, M. Perugini, R. Hurling, Can implementation intentions and text messages
promote brisk walking? A randomized trial. Health Psychol. 29(1), 40–49 (2010b Jan).
https://doi.org/10.1037/a0016993
22. A. Prestwich, I. Kellar, How can the impact of implementation intentions as a behavior
change intervention be improved? Eur. Rev. Appl. Psychol 64(1), 35–41 (2014b Jan).
https://doi.org/10.1016/j.erap.2010.03.003
23. D.C. Mohr, K. Cheung, S.M. Schueller, C.H. Brown, N. Duan, Continuous evaluation of
evolving behavioral intervention technologies. Am. J. Prev. Med. 45(4), 517–523 (2013)
24. C.M. Kennedy, J. Powell, T.H. Payne, J. Ainsworth, A. Boyd, I. Buchan, Active assistance
technology for health-related behavior change: An interdisciplinary review. J. Med. Internet
Res. 14(3), 80 (2012)
25. C. Skinner, J. Finkelstein, in Proceedings of the IASTED International Conference on
Telehealth/Assistive Technologies. Review of mobile phone use in preventive medicine and
disease management. (ACTA Press, 2008), pp. 180–189
26. C.A. Depp, B. Mausbach, E. Granholm, V. Cardenas, D. Ben-Zeev, T.L. Patterson, D.V.
Jeste, Mobile interventions for severe mental illness: Design and preliminary data from three
approaches. J. Nerv. Ment. Dis. 198(10), 715–721 (2010)
27. M. Lin, Z. Mahmooth, N. Dedhia, R. Frutchey, C.E. Mercado, D.H. Epstein, et al.,
Tailored, interactive text messages for enhancing weight loss among African American
adults: The TRIMM randomized controlled trial. Am. J. Med. 128(8), 896–904 (2015).
https://doi.org/10.1016/j.amjmed.2015.03.013
28. L. Piwek, D.A. Ellis, S. Andrews, A. Joinson, The rise of consumer health wearables:
Promises and barriers. PLoS Med 13(2), e1001953 (2016)
29. P.J. Teixeira, E.V. Carraça, M.M. Marques, H. Rutter, J.-M. Oppert, I.D. Bourdeaudhuij, J.
Lakerveld, J. Brug, Successful behavior change in obesity interventions in adults: a systematic
review of self-regulation mediators. BMC Med 13(1), 84 (2015)
30. B. Chen, S. Patel, L.D. Toffola, P. Bonato, Proceedings of the 2nd Conference on Wireless
Health. Long-term monitoring of COPD using wearable sensors. (2011), p. 19
31. A. Lange, J.P. van de Ven, B. Schrieken, Interapy: Treatment of post-traumatic stress via the
internet. Cogn. Behav. Ther 32(3), 110–124 (2003)
P.-Y. S. Hsueh et al.
12. D. Scully, J. Kremer, M.M. Meade, R. Graham, K. Dudgeon, Physical exercise and psychological well-being: A critical review. Br. J. Sports Med. 32(2), 111–120 (1998)
13. J.M. Jakicic, K.K. Davis, R.J. Rogers, W.C. King, M.D. Marcus, D. Helsel, et al., Effect of
wearable technology combined with a lifestyle intervention on long-term weight loss. JAMA
316(11), 1161 (2016). https://doi.org/10.1001/jama.2016.12858
14. S.S. Gollamudi, E.J. Topol, N.E. Wineinger, A framework for smartphone-enabled, patientgenerated health data analysis. PeerJ 4, e2284 (2016). https://doi.org/10.7717/peerj.2284
15. S.R. Steinhubl, J. Waalen, A.M. Edwards, L.M. Ariniello, R.R. Mehta, G.S. Ebner, E.J. Topol,
Effect of a home-based wearable continuous ECG monitoring patch on detection of undiagnosed atrial fibrillation. JAMA 320(2), 146 (2018). https://doi.org/10.1001/jama.2018.8102
16. A. Oguntimilehin, O.B. Abiola, O.A. Adeyemo, A clinical decision support system for
managing stress. J. Emerg. Trends Comput. Inf. Sci 6(8), 436–442 (2015)
17. P.M. Gollwitzer, P. Sheeran, Implementation intentions and goal achievement: A metaanalysis of effects and processes. Adv. Exp. Soc. Psychol. 38, 69–119 (2006).
https://doi.org/10.1016/S0065-2601(06)38002-1
18. A. Prestwich, M. Perugini, R. Hurling, Can implementation intentions and text messages promote brisk walking? A randomized trial. Health Psychol. 29(1), 40–49 (2010a).
https://doi.org/10.1037/a0016993
19. A. Prestwich, I. Kellar, How can the impact of implementation intentions as a behavior change intervention be improved? Eur. Rev. Appl. Psychol 64(1), 35–41 (2014a).
https://doi.org/10.1016/j.erap.2010.03.003
20. P. Pirolli, S. Mohan, A. Venkatakrishnan, L. Nelson, M. Silva, A. Springer, Implementation
intention and reminder effects on behavior change in a mobile health system: A predictive
cognitive model. J. Med. Internet Res. 19(11), e397 (2017). https://doi.org/10.2196/jmir.8217
21. A. Prestwich, M. Perugini, R. Hurling, Can implementation intentions and text messages
promote brisk walking? A randomized trial. Health Psychol. 29(1), 40–49 (2010b Jan).
https://doi.org/10.1037/a0016993
22. A. Prestwich, I. Kellar, How can the impact of implementation intentions as a behavior
change intervention be improved? Eur. Rev. Appl. Psychol 64(1), 35–41 (2014b Jan).
https://doi.org/10.1016/j.erap.2010.03.003
23. D.C. Mohr, K. Cheung, S.M. Schueller, C.H. Brown, N. Duan, Continuous evaluation of
evolving behavioral intervention technologies. Am. J. Prev. Med. 45(4), 517–523 (2013)
24. C.M. Kennedy, J. Powell, T.H. Payne, J. Ainsworth, A. Boyd, I. Buchan, Active assistance
technology for health-related behavior change: An interdisciplinary review. J. Med. Internet
Res. 14(3), 80 (2012)
25. C. Skinner, J. Finkelstein, in Proceedings of the IASTED International Conference on
Telehealth/Assistive Technologies. Review of mobile phone use in preventive medicine and
disease management. (ACTA Press, 2008), pp. 180–189
26. C.A. Depp, B. Mausbach, E. Granholm, V. Cardenas, D. Ben-Zeev, T.L. Patterson, D.V.
Jeste, Mobile interventions for severe mental illness: Design and preliminary data from three
approaches. J. Nerv. Ment. Dis. 198(10), 715–721 (2010)
27. M. Lin, Z. Mahmooth, N. Dedhia, R. Frutchey, C.E. Mercado, D.H. Epstein, et al.,
Tailored, interactive text messages for enhancing weight loss among African American
adults: The TRIMM randomized controlled trial. Am. J. Med. 128(8), 896–904 (2015).
https://doi.org/10.1016/j.amjmed.2015.03.013
28. L. Piwek, D.A. Ellis, S. Andrews, A. Joinson, The rise of consumer health wearables:
Promises and barriers. PLoS Med 13(2), e1001953 (2016)
29. P.J. Teixeira, E.V. Carraça, M.M. Marques, H. Rutter, J.-M. Oppert, I.D. Bourdeaudhuij, J.
Lakerveld, J. Brug, Successful behavior change in obesity interventions in adults: a systematic
review of self-regulation mediators. BMC Med 13(1), 84 (2015)
30. B. Chen, S. Patel, L.D. Toffola, P. Bonato, Proceedings of the 2nd Conference on Wireless
Health. Long-term monitoring of COPD using wearable sensors. (2011), p. 19
31. A. Lange, J.P. van de Ven, B. Schrieken, Interapy: Treatment of post-traumatic stress via the
internet. Cogn. Behav. Ther 32(3), 110–124 (2003)