377
Views
0
CrossRef citations to date
0
Altmetric
Articles

Exploring engagement with the CBT-informed Actissist smartphone application for early psychosis

ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon show all
Pages 643-654 | Received 15 Jul 2022, Accepted 26 Oct 2022, Published online: 27 Feb 2023

References

  • Achtyes, E. D., Ben-Zeev, D., Luo, Z., Mayle, H., Burke, B., Rotondi, A. J., Gottlieb, J. D., Brunette, M. F., Mueser, K. T., Gingerich, S., Meyer-Kalos, P. S., Marcy, P., Schooler, N. R., Robinson, D. G., & Kane, J. M. (2019). Off-hours use of a smartphone intervention to extend support for individuals with schizophrenia spectrum disorders recently discharged from a psychiatric hospital. Schizophrenia Research, 206, 200–208. https://doi.org/10.1016/j.schres.2018.11.026
  • Addington, D., Addington, J., & Schissel, B. (1990). A Depression Rating Scale for schizophrenics. Schizophrenia Research, 3(4), 247–251. https://doi.org/10.1016/0920-9964(90)90005-r
  • Ainsworth, J., Palmier-Claus, J., Machin, M., Barrowclough, C., Dunn, G., Rogers, A., Buchan, I., Barkus, E., Kapur, S., Wykes, T., Hopkins, R. S., & Lewis, S. (2013). A comparison of two delivery modalities of a mobile phone-based assessment for serious mental illness: Native smartphone application vs text-messaging only implementations. Journal of Medical Internet Research, 15(4), e60. https://doi.org/10.2196/jmir.2328
  • Arnold, C., Farhall, J., Villagonzalo, K.-A., Sharma, K., & Thomas, N. (2021). Engagement with online psychosocial interventions for psychosis: A review and synthesis of relevant factors. Internet Interventions, 25, 100411. https://doi.org/10.1016/j.invent.2021.100411
  • Arnold, C., Villagonzalo, K. A., Meyer, D., Farhall, J., Foley, F., Kyrios, M., & Thomas, N. (2019). Predicting engagement with an online psychosocial intervention for psychosis: Exploring individual- and intervention-level predictors. Internet Interventions, 18, 100266. https://doi.org/10.1016/j.invent.2019.100266
  • Bahorik, A. L., Newhill, C. E., Queen, C. C., & Eack, S. M. (2014). Under-reporting of drug use among individuals with schizophrenia: Prevalence and predictors. Psychological Medicine, 44(1), 61–69. https://doi.org/10.1017/S0033291713000548
  • Bell, I. H., Rossell, S. L., Farhall, J., Hayward, M., Lim, M. H., Fielding-Smith, S. F., & Thomas, N. (2020). Pilot randomised controlled trial of a brief coping-focused intervention for hearing voices blended with smartphone-based ecological momentary assessment and intervention (SAVVy): Feasibility, acceptability and preliminary clinical outcomes. Schizophrenia Research, 216, 479–487. https://doi.org/10.1016/j.schres.2019.10.026
  • Ben-Zeev, D., Scherer, E. A., Gottlieb, J. D., Rotondi, A. J., Brunette, M. F., Achtyes, E. D., Mueser, K. T., Gingerich, S., Brenner, C. J., Begale, M., Mohr, D. C., Schooler, N., Marcy, P., Robinson, D. G., & Kane, J. M. (2016). mHealth for schizophrenia: Patient engagement with a mobile phone intervention following hospital discharge. JMIR Mental Health, 3(3), e34. https://doi.org/10.2196/mental.6348
  • Berry, N., Lobban, F., Emsley, R., & Bucci, S. (2016). Acceptability of interventions delivered online and through mobile phones for people who experience severe mental health problems: A systematic review. Journal of Medical Internet Research, 18(5), e121. https://doi.org/10.2196/jmir.5250
  • Bodlund, O., Kullgren, G., Ekselius, L., Lindström, E., & Knorring, L. (1994). Axis V—Global Assessment of Functioning Scale: Evaluation of a self‐report version. Acta Psychiatrica Scandinavica, 90(5), 342–347. https://doi.org/10.1111/j.1600-0447.1994.tb01604.x
  • Bonet, L., Llacer, B., Hernandez-Viadel, M., Arce, D., Blanquer, I., Canete, C., Escarti, M., Gonzalez-Pinto, A. M., & Sanjuan, J. (2018). Differences in the use and opinions about new ehealth technologies among patients with psychosis: Structured Questionnaire. JMIR Mental Health, 5(3), e51. https://doi.org/10.2196/mental.9950
  • Borghouts, J., Eikey, E., Mark, G., De Leon, C., Schueller, S. M., Schneider, M., Stadnick, N., Zheng, K., Mukamel, D., & Sorkin, D. H. (2021). Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review. Journal of Medical Internet Research, 23(3), e24387. https://doi.org/10.2196/24387
  • Bucci, S., Barrowclough, C., Ainsworth, J., Machin, M., Morris, R., Berry, K., Emsley, R., Lewis, S., Edge, D., Buchan, I., & Haddock, G. (2018). Actissist: Proof-of-concept trial of a theory-driven digital intervention for psychosis. Schizophrenia Bulletin, 44(5), 1070–1080. https://doi.org/10.1093/schbul/sby032
  • Buck, B., Chander, A., & Ben-Zeev, D. (2020). Clinical and demographic predictors of engagement in mobile health vs. clinic-based interventions for serious mental illness. Journal of Behavioral and Cognitive Therapy, 30(1), 3–11. https://doi.org/10.1016/j.jbct.2020.03.004
  • Chivilgina, O., Wangmo, T., Elger, B. S., Heinrich, T., & Jotterand, F. (2020). mHealth for schizophrenia spectrum disorders management: A systematic review. International Journal of Social Psychiatry, 66(7), 642–665. https://doi.org/10.1177/0020764020933287
  • Dogan, E., Sander, C., Wagner, X., Hegerl, U., & Kohls, E. (2017). Smartphone-based monitoring of objective and subjective data in affective disorders: Where are we and where are we going? Systematic review. Journal of Medical Internet Research, 19(7), e262. https://doi.org/10.2196/jmir.7006
  • Eisner, E., Bucci, S., Berry, N., Emsley, R., Barrowclough, C., & Drake, R. J. (2019). Feasibility of using a smartphone app to assess early signs, basic symptoms and psychotic symptoms over six months: A preliminary report. Schizophrenia Research, 208, 105–113. https://doi.org/10.1016/j.schres.2019.04.003
  • Firth, J., Cotter, J., Torous, J., Bucci, S., Firth, J. A., & Yung, A. R. (2016). Mobile phone ownership and endorsement of “mHealth” among people with psychosis: A meta-analysis of cross-sectional studies. Schizophrenia Bulletin, 42(2), 448–455. https://doi.org/10.1093/schbul/sbv132
  • Fleming, T., Bavin, L., Lucassen, M., Stasiak, K., Hopkins, S., & Merry, S. (2018). Beyond the trial: Systematic review of real-world uptake and engagement with digital self-help interventions for depression, low mood, or anxiety. Journal of Medical Internet Research, 20(6), e9275. https://doi.org/10.2196/jmir.9275
  • Graham, A. K., Lattie, E. G., & Mohr, D. C. (2019). Experimental therapeutics for digital mental health. JAMA Psychiatry, 76(12), 1223–1224. https://doi.org/10.1001/jamapsychiatry.2019.2075
  • Haddock, G., McCarron, J., Tarrier, N., & Faragher, E. B. (1999). Scales to measure dimensions of hallucinations and delusions: The Psychotic Symptom Rating Scales (PSYRATS). Psychological Medicine, 29(4), 879–889. https://doi.org/10.1017/s0033291799008661
  • Hooley, J. M., & Teasdale, J. D. (1989). Predictors of relapse in unipolar depressives: Expressed emotion, marital distress, and perceived criticism. Journal of Abnormal Psychology, 98(3), 229–235. https://doi.org/10.1037/0021-843X.98.3.229
  • IBM Corp. (2017). IBM SPSS statistics for windows, version 25.0. IBM Corp.
  • Jonathan, G., Carpenter-Song, E. A., Brian, R. M., & Ben-Zeev, D. (2019). Life with FOCUS: A qualitative evaluation of the impact of a smartphone intervention on people with serious mental illness. Psychiatric Rehabilitation Journal, 42(2), 182–189. https://doi.org/10.1037/prj0000337
  • Kay, S. R., Fiszbein, A., & Opler, L. A. (1987). The Positive and Negative Syndrome Scale (PANSS) for schizophrenia. Schizophrenia Bulletin, 13(2), 261–276. https://doi.org/10.1093/schbul/13.2.261
  • Killikelly, C., He, Z., Reeder, C., & Wykes, T. (2017). Improving adherence to web-based and mobile technologies for people with psychosis: Systematic review of new potential predictors of adherence. JMIR mHealth and uHealth, 5(7), e94. https://doi.org/10.2196/mhealth.7088
  • Kumar, D., Tully, L. M., Iosif, A. M., Zakskorn, L. N., Nye, K. E., Zia, A., & Niendam, T. A. (2018). A mobile health platform for clinical monitoring in early psychosis: Implementation in community-based outpatient early psychosis care. JMIR Mental Health, 5(1), e15. https://doi.org/10.2196/mental.8551
  • Lecomte, T., Potvin, S., Corbière, M., Guay, S., Samson, C., Cloutier, B., Francoeur, A., Pennou, A., & Khazaal, Y. (2020). Mobile apps for mental health issues: Meta-review of meta-analyses. JMIR mHealth and uHealth, 8(5), e17458. https://doi.org/10.2196/17458
  • Linardon, J., & Fuller-Tyszkiewicz, M. (2020). Attrition and adherence in smartphone-delivered interventions for mental health problems: A systematic and meta-analytic review. Journal of Consulting and Clinical Psychology, 88(1), 1–13. https://doi.org/10.1037/ccp0000459
  • Lucas, G. M., Gratch, J., King, A., & Morency, L. P. (2014). It’s only a computer: Virtual humans increase willingness to disclose. Computers in Human Behavior, 37, 94–100. https://doi.org/10.1016/j.chb.2014.04.043
  • Luther, L., Buck, B. E., Fischer, M. A., Johnson-Kwochka, A. V., Coffin, G., & Salyers, M. P. (2022). Examining potential barriers to mHealth implementation and engagement in schizophrenia: Phone ownership and symptom severity. Journal of Technology in Behavioral Science, 7(1), 13–22. https://doi.org/10.1007/s41347-020-00162-7
  • Meyer, N., Kerz, M., Folarin, A., Joyce, D. W., Jackson, R., Karr, C., Dobson, R., & MacCabe, J. (2018). Capturing rest–activity profiles in schizophrenia using wearable and mobile technologies: Development, implementation, feasibility, and acceptability of a remote monitoring platform. JMIR mHealth and uHealth, 6(10), e188. https://doi.org/10.2196/mhealth.8292
  • Miller, S., Ainsworth, B., Yardley, L., Milton, A., Weal, M., Smith, P., & Morrison, L. (2019). A framework for analyzing and measuring usage and engagement data (AMUSED) in digital interventions: Viewpoint. Journal of Medical Internet Research, 21(2), e10966. https://doi.org/10.2196/10966
  • Morrison, A. P., & Barratt, S. (2010). What are the components of CBT for psychosis? A Delphi study. Schizophrenia Bulletin, 36(1), 136–142. https://doi.org/10.1093/schbul/sbp118
  • Nafees, B., van Hanswijck de Jonge, P., Stull, D., Pascoe, K., Price, M., Clarke, A., & Turkington, D. (2012). Reliability and validity of the Personal and Social Performance Scale in patients with schizophrenia. Schizophrenia Research, 140(1–3), 71–76. https://doi.org/10.1016/j.schres.2012.06.013
  • Ng, M. M., Firth, J., Minen, M., & Torous, J. (2019). User engagement in mental health apps: A review of measurement, reporting, and validity. Psychiatric Services, 70(7), 538–544. https://doi.org/10.1176/appi.ps.201800519
  • Niendam, T. A., Tully, L. M., Iosif, A. M., Kumar, D., Nye, K. E., Denton, J. C., Zakskorn, L. N., Fedechko, T. L., & Pierce, K. M. (2018). Enhancing early psychosis treatment using smartphone technology: A longitudinal feasibility and validity study. Journal of Psychiatric Research, 96, 239–246. https://doi.org/10.1016/j.jpsychires.2017.10.017
  • Palmier-Claus, J., Ainsworth, J., Machin, M., Barrowclough, C., Dunn, G., Barkus, E., Rogers, A., Wykes, T., Kapur, S., Buchan, I., Salter, E., & Lewis, S. (2012). The feasibility and validity of ambulatory self-report of psychotic symptoms using a smartphone software application. BMC Psychiatry, 12, 172. https://doi.org/10.1186/1471-244X-12-172
  • Pew Research Center. (2021). Demographics of mobile device ownership and adoption in the United States. Pew Research Center. https://www.pewresearch.org/internet/fact-sheet/mobile/
  • Rathbone, A. L., Clarry, L., & Prescott, J. (2017). Assessing the efficacy of mobile health apps using the basic principles of cognitive behavioral therapy: Systematic review. Journal of Medical Internet Research, 19(11), e399. https://doi.org/10.2196/jmir.8598
  • Rogers, E. S., Chamberlin, J., Ellison, M. L., & Crean, T. (1997). A consumer-constructed scale to measure empowerment among users of mental health services. Psychiatric Services, 48(8), 1042–1047. https://doi.org/10.1176/ps.48.8.1042
  • Smelror, R. E., Bless, J. J., Hugdahl, K., & Agartz, I. (2019). Feasibility and acceptability of using a mobile phone app for characterizing auditory verbal hallucinations in adolescents with early-onset psychosis: Exploratory study. JMIR Formative Research, 3(2), e13882. https://doi.org/10.2196/13882
  • Thompson, K., Kulkarni, J., & Sergejew, A. A. (2000). Reliability and validity of a new Medication Adherence Rating Scale (MARS) for the psychoses. Schizophrenia Research, 42(3), 241–247. https://doi.org/10.1016/S0920-9964(99)00130-9
  • Wang, K., Varma, D. S., & Prosperi, M. (2018). A systematic review of the effectiveness of mobile apps for monitoring and management of mental health symptoms or disorders. Journal of Psychiatric Research, 107, 73–78. https://doi.org/10.1016/j.jpsychires.2018.10.006

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.