2019
DOI: 10.2196/15362
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Methodological Challenges in Randomized Controlled Trials on Smartphone-Based Treatment in Psychiatry: Systematic Review

Abstract: BackgroundSmartphone-based technology is developing at high speed, and many apps offer potential new ways of monitoring and treating a range of psychiatric disorders and symptoms. However, the effects of most available apps have not been scientifically investigated. Within medicine, randomized controlled trials (RCTs) are the standard method for providing the evidence of effects. However, their rigidity and long time frame may contrast with the field of information technology research. Therefore, a systematic … Show more

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Cited by 38 publications
(21 citation statements)
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“…These realities exist in stark opposition to the nature of apps, which must frequently change to retain users’ attention and remain compatible with smartphone technologies. Funding mechanisms must be nimble, dynamic, adaptive, and supportive of frequent iteration to ensure that the product being implemented is actually usable (Glasgow et al 2014 ; Mohr et al 2017a ; Tønning et al 2019 ). Grants that partner with industry, such as NIH Small Business Innovation Research grants, are critical in acknowledging that MH researchers will likely not also be experts in app design; such mechanisms can allow the strengths of both academia and industry to shine through (Hidalgo-Mazzei et al 2020 ).…”
Section: Resultsmentioning
confidence: 99%
“…These realities exist in stark opposition to the nature of apps, which must frequently change to retain users’ attention and remain compatible with smartphone technologies. Funding mechanisms must be nimble, dynamic, adaptive, and supportive of frequent iteration to ensure that the product being implemented is actually usable (Glasgow et al 2014 ; Mohr et al 2017a ; Tønning et al 2019 ). Grants that partner with industry, such as NIH Small Business Innovation Research grants, are critical in acknowledging that MH researchers will likely not also be experts in app design; such mechanisms can allow the strengths of both academia and industry to shine through (Hidalgo-Mazzei et al 2020 ).…”
Section: Resultsmentioning
confidence: 99%
“…The literature on clinical research in general and chronic pain in particular has been largely dominated by large-scale randomized clinical trials in which the analysis of changes, mostly with group interventions, is explored considering average group scores and a reduced number of assessments [ 39 , 40 ]. While large-scale randomized clinical trials are clearly informative and can address very important questions including responder and moderation analyses, the overrepresentation of this type of studies in the literature can also be problematic for a number of reasons.…”
Section: Discussionmentioning
confidence: 99%
“…In conclusion, the findings from this review strongly emphasize the need for a larger number of studies as well as studies with a larger number of participants, including RCTs investigating the potential positive and negative effects of fine-grained smartphone-based self-monitoring and treatment over prolonged periods of time. Such RCTs should provide details on the methodology, reporting, and interpretation of findings, as recently described by our group [ 31 ], thereby making it easier to compare studies and to facilitate future meta-analyses.…”
Section: Discussionmentioning
confidence: 99%