Digital technology for health promotion: opportunities to address excess mortality in persons living with severe mental disorders
Open accessAbstract
Persons with severe mental disorders (SMDs) experience dramatically reduced life expectancy compared with the general population. We consider the role of digital technologies for addressing this serious public health concern. In this clinical review, we apply the multilevel risk model recently introduced by the WHO to conceptualise how digital technology can support efforts to reduce excess mortality risk at the individual, health system and social determinants of health levels. In particular, digital technologies show promise for targeting preventable physical health conditions in persons with SMDs. However, evidence on the use of these technologies for addressing early mortality risk factors is lacking. At the individual level, digital interventions show promise for managing mental health symptoms, promoting healthy lifestyle behaviours and targeting substance use concerns. At the health system level, digital interventions can support care coordination, clinician training, screening and monitoring health indices and shared decision-making. At the social determinants of health level, digital interventions can facilitate opportunities to engage peers for illness self-management and health promotion and for delivering and/or augmenting supported employment programmes. The time is ripe to capitalise on early evidence to support future development, testing and delivery of effective digital efforts targeting risk factors that contribute to shorter life expectancy in persons with SMDs. Key challenges and opportunities for future research include increasing user engagement, involving users during development and testing of digital interventions, carefully considering risks/harms and rigorously evaluating effectiveness and costs to support the scalability and sustainability of promising digital approaches.
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Digital interventions may be uniquely positioned to target the multilevel risk factors associated with poor physical health and mortality in serious mental illnesses.
“digital interventions may be uniquely positioned to target the multilevel risk factors associated with poor physical health and mortality in serious mental illnesses [14].”
From The therapeutic alliance in digital mental health interventions for serious mental illnesses: narrative review (2020) · cites this paper as [14]
Parkinsonism is seen in approximately 20% of individuals.
“Parkinsonism is seen in approximately 20% of individuals, 206”
From The Lancet Psychiatry Commission: a blueprint for protecting physical health in people with mental illness (2019) · cites this paper as [206]
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Cites
Walker, E. R., McGee, R. E., & Druss, B. G. (2015) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2014.2502 · Cited by 2,976 · see citing works
Webb, T. L., Joseph, J., Yardley, L., & Michie, S. (2010) · Journal of Medical Internet Research · doi:10.2196/jmir.1376 · Cited by 2,517 · see citing works
Saha, S., Chant, D., & McGrath, J. (2007) · Archives of General Psychiatry · doi:10.1001/archpsyc.64.10.1123 · Cited by 2,065 · see citing works
Free, C., Phillips, G., Galli, L., Watson, L., Felix, L., Edwards, P., Patel, V., & Haines, A. (2013) · PLoS Medicine · doi:10.1371/journal.pmed.1001362 · Cited by 1,766 · see citing works
Premature Mortality Among Adults With Schizophrenia in the United States
Olfson, M., Gerhard, T., Huang, C., Crystal, S., & Stroup, T. S. (2015) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2015.1737 · Cited by 1,083 · see citing works
Liu, N. H., Daumit, G. L., Dua, T., Aquila, R., Charlson, F., Cuijpers, P., Druss, B., Dudek, K., Freeman, M., Fujii, C., et al. (2017) · World Psychiatry · doi:10.1002/wps.20384 · Cited by 865 · see citing works
Torous, J., Nicholas, J., Larsen, M. E., Firth, J., & Christensen, H. (2018) · Evidence Based Mental Health · doi:10.1136/eb-2018-102891 · Cited by 790 · see citing works
Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health
Onnela, J.-P., & Rauch, S. L. (2016) · Neuropsychopharmacology · doi:10.1038/npp.2016.7 · Cited by 726 · see citing works
Feasibility, Acceptability, and Preliminary Efficacy of a Smartphone Intervention for Schizophrenia
Ben-Zeev, D., Brenner, C. J., Begale, M., Duffecy, J., Mohr, D. C., & Mueser, K. T. (2014) · Schizophrenia Bulletin · doi:10.1093/schbul/sbu033 · Cited by 493 · see citing works
Understanding Excess Mortality in Persons With Mental Illness
Druss, B. G., Zhao, L., von Esenwein, S. A., Morrato, E. H., & Marcus, S. C. (2011) · Medical Care · doi:10.1097/mlr.0b013e31820bf86e · Cited by 438 · see citing works
Relapse prediction in schizophrenia through digital phenotyping: a pilot study
Barnett, I., Torous, J. B., Staples, P. C., Sandoval, L. R., Keshavan, M. S., & Onnela, J.-P. “. (2018) · Neuropsychopharmacology · doi:10.1038/s41386-018-0030-z · Cited by 435 · see citing works
Jain, S. H., Powers, B. W., Hawkins, J. B., & Brownstein, J. S. (2015) · Nature Biotechnology · doi:10.1038/nbt.3223 · Cited by 425 · see citing works
Widmer, R. J., Collins, N. M., Collins, C. S., West, C. P., Lerman, L. O., & Lerman, A. (2015) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2014.12.026 · Cited by 416 · see citing works
The WPA-Lancet psychiatry commission on the future of psychiatry
Bhugra, D., Tasman, A., Pathare, S., Priebe, S., Smith, S., Torous, J., Arbuckle, M. R., Langford, A., Alarcón, R. D., Chiu, H. F. K., et al. (2017) · The Lancet Psychiatry · doi:10.1016/s2215-0366(17)30333-4 · Cited by 392 · see citing works
Mohr, D. C., Weingardt, K. R., Reddy, M., & Schueller, S. M. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201600541 · Cited by 365 · see citing works
Alvarez-Jimenez, M., Alcazar-Corcoles, M. A., González-Blanch, C., Bendall, S., McGorry, P. D., & Gleeson, J. F. (2014) · Schizophrenia Research · doi:10.1016/j.schres.2014.03.021 · Cited by 351 · see citing works
Firth, J., Cotter, J., Torous, J., Bucci, S., Firth, J. A., & Yung, A. R. (2016) · Schizophrenia Bulletin · doi:10.1093/schbul/sbv132 · Cited by 351 · see citing works
Naslund, J. A., Grande, S. W., Aschbrenner, K. A., & Elwyn, G. (2014) · PLoS ONE · doi:10.1371/journal.pone.0110171 · Cited by 331 · see citing works
Self-citationEmerging mHealth and eHealth interventions for serious mental illness: a review of the literature
Naslund, J. A., Marsch, L. A., McHugo, G. J., & Bartels, S. J. (2015) · Journal of Mental Health · doi:10.3109/09638237.2015.1019054 · Cited by 327 · see citing works
Self-citationBen‐Zeev, D., Kaiser, S. M., Brenner, C. J., Begale, M. J., Duffecy, J. L., & Mohr, D. C. (2013) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000019 · Cited by 306 · see citing works
Berry, N., Lobban, F., Emsley, R., & Bucci, S. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5250 · Cited by 230 · see citing works
Actissist: Proof-of-Concept Trial of a Theory-Driven Digital Intervention for Psychosis
Bucci, S., Barrowclough, C., Ainsworth, J., Machin, M., Morris, R., Berry, K., Emsley, R., Lewis, S., Edge, D., Buchan, I., et al. (2018) · Schizophrenia Bulletin · doi:10.1093/schbul/sby032 · Cited by 196 · see citing works
Ben-Zeev, D., Brian, R. M., Jonathan, G., Razzano, L., Pashka, N., Carpenter-Song, E., Drake, R. E., & Scherer, E. A. (2018) · Psychiatric Services · doi:10.1176/appi.ps.201800063 · Cited by 173 · cited 1× · see citing works
“30 Similarly, the Actissist smartphone application developed in the UK for early psychosis supports self-management and shared decision making by monitoring symptoms and providing real-time active management strategies.”
BackgroundBatra, S., Baker, R., Wang, T., Forma, F., DiBiasi, F., & Peters-Strickland, T. (2017) · Medical Devices: Evidence and Research · doi:10.2147/mder.s144158 · Cited by 169 · see citing works
Rotondi, A. J., Sinkule, J., Haas, G. L., Spring, M. B., Litschge, C. M., Newhill, C. E., Ganguli, R., & ANDERSON, C. M. (2007) · Psychological Services · doi:10.1037/1541-1559.4.3.202 · Cited by 148 · see citing works
The Ethical Use of Mobile Health Technology in Clinical Psychiatry
Torous, J. B., & Roberts, L. W. (2016) · The Journal of Nervous and Mental Disease · doi:10.1097/nmd.0000000000000596 · Cited by 147 · see citing works
Naslund, J. A., Aschbrenner, K. A., McHugo, G. J., Unützer, J., Marsch, L. A., & Bartels, S. J. (2019) · Early Intervention in Psychiatry · doi:10.1111/eip.12496 · Cited by 134 · see citing works
Self-citationHow people with serious mental illness use smartphones, mobile apps, and social media.
Naslund, J. A., Aschbrenner, K. A., & Bartels, S. J. (2016) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000207 · Cited by 126 · see citing works
Self-citationLee, E., Liu, J., Tu, X. M., Palmer, B. W., Eyler, L. T., & Jeste, D. V. (2017) · Schizophrenia Research · doi:10.1016/j.schres.2017.09.005 · Cited by 123 · see citing works
Torous, J., Staples, P., Barnett, I., Sandoval, L. R., Keshavan, M., & Onnela, J.-P. (2018) · npj Digital Medicine · doi:10.1038/s41746-018-0022-8 · Cited by 123 · see citing works
Fortuna, K. L., DiMilia, P. R., Lohman, M. C., Bruce, M. L., Zubritsky, C. D., Halaby, M. R., Walker, R. M., Brooks, J. M., & Bartels, S. J. (2018) · Psychiatric Quarterly · doi:10.1007/s11126-017-9534-7 · Cited by 109 · see citing works
Schlosser, D., Campellone, T., Kim, D., Truong, B., Vergani, S., Ward, C., & Vinogradov, S. (2016) · JMIR Research Protocols · doi:10.2196/resprot.5450 · Cited by 103 · see citing works
Aschbrenner, K., Naslund, J., Shevenell, M. D., Mueser, K., & Bartels, S. (2016) · Psychiatric quarterly · doi:10.1007/s11126-015-9395-x · Cited by 95 · see citing works
Self-citationNaslund, J. A., Aschbrenner, K. A., Kim, S. J., McHugo, G. J., Unützer, J., Bartels, S. J., & Marsch, L. A. (2017) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000246 · Cited by 94 · see citing works
Self-citationBiagianti, B., Quraishi, S. H., & Schlosser, D. A. (2018) · Psychiatric Services · doi:10.1176/appi.ps.201700283 · Cited by 90 · cited 1× · see citing works
“9 43 While still targeting individual level risk factors, such as exercise, diet or illness self-management, these initial efforts demonstrate the feasibility of technology for engaging peers and social relationships to support positive health behaviour change.”
BackgroundVilardaga, R., Rizo, J., Zeng, E., Kientz, J. A., Ries, R., Otis, C., & Hernandez, K. (2018) · JMIR Serious Games · doi:10.2196/games.8881 · Cited by 90 · see citing works
Naslund, J. A., Aschbrenner, K. A., Scherer, E. A., McHugo, G. J., Marsch, L. A., & Bartels, S. J. (2016) · Psychiatry Research · doi:10.1016/j.psychres.2016.06.056 · Cited by 86 · see citing works
Self-citationTorous, J. B., & Nebeker, C. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6793 · Cited by 74 · see citing works
Naslund, J. A., Aschbrenner, K. A., Marsch, L. A., McHugo, G. J., & Bartels, S. J. (2018) · Psychiatric Quarterly · doi:10.1007/s11126-017-9512-0 · Cited by 64 · see citing works
Self-citationDeveloping a quit smoking website that is usable by people with severe mental illnesses.
Ferron, J. C., Brunette, M. F., McHugo, G. J., Devitt, T. S., Martin, W. M., & Drake, R. E. (2011) · Psychiatric Rehabilitation Journal · doi:10.2975/35.2.2011.111.116 · Cited by 60 · see citing works
Aschbrenner, K. A., Naslund, J. A., Shevenell, M., Kinney, E., & Bartels, S. J. (2016) · Journal of Nervous & Mental Disease · doi:10.1097/nmd.0000000000000530 · Cited by 60 · see citing works
Self-citationBiagianti, B., Hidalgo‐Mazzei, D., & Meyer, N. (2017) · Evidence-Based Mental Health · doi:10.1136/eb-2017-102765 · Cited by 60 · see citing works
Randomized Trial of an Electronic Personal Health Record for Patients With Serious Mental Illnesses
Druss, B. G., Ji, X., Glick, G. E., & von Esenwein, S. A. (2014) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2013.13070913 · Cited by 59 · see citing works
Pratt, S. I., Bartels, S. J., Mueser, K. T., Naslund, J. A., Wolfe, R. S., Pixley, H. S., & Josephson, L. (2013) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000022 · Cited by 49 · see citing works
Self-citationHswen, Y., Naslund, J. A., Brownstein, J. S., & Hawkins, J. B. (2018) · Psychiatric Quarterly · doi:10.1007/s11126-017-9559-y · Cited by 48 · see citing works
Self-citationUser Experience Evaluation of a Smoking Cessation App in People With Serious Mental Illness
Vilardaga, R., Rizo, J. L., Kientz, J. A., McDonell, M. G., Ries, R. K., & Sobel, K. (2015) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntv256 · Cited by 45 · see citing works
Naslund, J., Aschbrenner, K., Marsch, L., & Bartels, S. (2016) · Digital Health · doi:10.1177/2055207616654822 · Cited by 43 · see citing works
Self-citationHswen, Y., Naslund, J. A., Brownstein, J. S., & Hawkins, J. B. (2018) · JMIR Mental Health · doi:10.2196/11483 · Cited by 43 · see citing works
Self-citationDo smoking cessation websites meet the needs of smokers with severe mental illnesses?
Brunette, M. F., Ferron, J. C., Devitt, T. S., Geiger, P., Martin, W. M., Pratt, S. I., Santos, M., & McHugo, G. J. (2011) · Health Education Research · doi:10.1093/her/cyr092 · Cited by 41 · see citing works
Temmingh, H., Claassen, A., van Zyl, S., Carrara, H., Dayakalashe, N. M., Myer, L., & Stein, D. J. (2013) · Journal of Nervous & Mental Disease · doi:10.1097/nmd.0000000000000036 · Cited by 31 · see citing works
Baumel, A., Correll, C. U., Hauser, M., Brunette, M. F., Rotondi, A. J., Ben‐Zeev, D., Gottlieb, J. D., Mueser, K. T., Achtyes, E. D., Schooler, N. R., et al. (2016) · Psychiatric Services · doi:10.1176/appi.ps.201500317 · Cited by 27 · see citing works
Automated telehealth for managing psychiatric instability in people with serious mental illness
Pratt, S. I., Naslund, J. A., Wolfe, R. S., Santos, M. M., & Bartels, S. J. (2014) · Journal of Mental Health · doi:10.3109/09638237.2014.928403 · Cited by 26 · see citing works
Self-citationBrunette, M. F., Ferron, J. C., Robinson, D. G., Coletti, D. J., Geiger, P., Devitt, T. S., Klodnick, V. V., Gottlieb, J. D., Xie, H., Greene, M. A., et al. (2017) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntx190 · Cited by 26 · see citing works
German, R., Adler, A. D., Frankel, S. A., Stirman, S., Pinedo, P., Evans, A., Beck, A., & Creed, T. A. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201700029 · Cited by 26 · see citing works
Enhancing Clients’ Communication Regarding Goals for Using Psychiatric Medications
Deegan, P. E., Carpenter-Song, E. A., Drake, R. E., Naslund, J. A., Luciano, A., & Hutchison, S. L. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201600418 · Cited by 24 · see citing works
Self-citationHswen, Y., Naslund, J. A., Chandrashekar, P., Siegel, R., Brownstein, J. S., & Hawkins, J. B. (2017) · Psychiatry Research · doi:10.1016/j.psychres.2017.08.002 · Cited by 20 · cited 1× · see citing works
“…of social media use has generated insights about tobacco use, mental health symptoms and suicide among social media users with schizophrenia, 49–51 while careful monitoring of smartphone use over time can detect changes in mobility and social behaviour as risk factors for relapse among…”
BackgroundSelf-citationNicholson, J., Carpenter-Song, E. A., MacPherson, L. H., Tauscher, J. S., Burns, T. C., & Lord, S. (2016) · Psychiatric Rehabilitation Journal · doi:10.1037/prj0000201 · Cited by 18 · see citing works
Nicholson, J., Wright, S. M., & Carlisle, A. M. (2018) · BMJ Open · doi:10.1136/bmjopen-2017-019936 · Cited by 18 · see citing works
Nash, K., Ghinassi, F. A., Brar, J. S., Alam, A., Bohan, M. C., Gopalan, K., Carter, A., & Chengappa, K. N. R. (2013) · Clinical Schizophrenia & Related Psychoses · doi:10.3371/csrp.nagh.112013 · Cited by 3 · see citing works
Nash, K., Ghinassi, F. A., Brar, J. S., Alam, A., Bohan, M. C., Gopalan, K., Carter, A., & Chengappa, K. N. R. (2016) · Clinical Schizophrenia & Related Psychoses · doi:10.3371/1935-1232.10.3.145 · Cited by 2 · see citing works
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Mental Health Prevention and Promotion—A Narrative Review
Singh, V., Kumar, A., & Gupta, S. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.898009 · Cited by 255 · see citing works
Tremain, H., McEnery, C., Fletcher, K., & Murray, G. (2020) · JMIR Mental Health · doi:10.2196/17204 · Cited by 193 · see citing works
Iyamu, I., Gómez-Ramírez, O., Xu, A. X., Chang, H.-J., Watt, S., Mckee, G., & Gilbert, M. (2022) · DIGITAL HEALTH · doi:10.1177/20552076221102255 · Cited by 118 · see citing works
“21,38,40,46,73,85,89,91,101,116,125,129,130 Fragmented, isolated, and unsustainable systems.”
BackgroundAschbrenner, K. A., Naslund, J. A., Tomlinson, E. F., Kinney, A., Pratt, S. I., & Brunette, M. F. (2019) · Frontiers in Public Health · doi:10.3389/fpubh.2019.00178 · Cited by 99 · see citing works
Self-citationKorman, N., Fox, H., Skinner, T., Dodd, C., Suetani, S., Chapman, J., Parker, S., Dark, F., Collins, C., Rosenbaum, S., et al. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.00319 · Cited by 27 · see citing works
Siddiqui, S., Gonsalves, P. P., & Naslund, J. A. (2022) · Mental Health in a Digital World · doi:10.1016/b978-0-12-822201-0.00004-6 · Cited by 7 · see citing works
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- Authors
- Naslund, J. A., & Aschbrenner, K. A.
- Affiliations
- Harvard University (US)
- Dartmouth College (US)
- Corresponding author
- Naslund, John A
- Venue
- Evidence Based Mental Health
- Publisher
- BMJ
- Published
- 2018-12-17
- Volume
- 22
- Issue
- 1
- Pages
- 17-22
- ISSN
- 1362-0347 (ISSN-L)
- 1468-960X
- PMC
- PMC6359972
- OpenAlex
- W2904883217
- Cited by
- 44
- References
- 60
- Citations by year
- 2025: 7 · 2024: 5 · 2023: 8 · 2022: 7 · 2021: 6 · 2020: 6 · 2019: 5
- FWCI
- 0.58
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Evidence-Based Mental Health (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- National Institute of Mental Health
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Keywords
- digital technologies, health promotion, excess mortality, severe mental illness, digital interventions, social determinants of health, physical health, substance use, peer support, supported employment, care coordination, shared decision-making, user engagement, user involvement in development, life expectancy
- MeSH terms
- Mental Disorders, Health Promotion, Humans, Biomedical Technology
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