Accelerating Digital Mental Health Research From Early Design and Creation to Successful Implementation and Sustainment.
David C MohrAaron R LyonEmily Gardiner LattieMadhu C ReddyStephen Matthew SchuellerPublished in: Journal of medical Internet research (2017)
Mental health problems are common and pose a tremendous societal burden in terms of cost, morbidity, quality of life, and mortality. The great majority of people experience barriers that prevent access to treatment, aggravated by a lack of mental health specialists. Digital mental health is potentially useful in meeting the treatment needs of large numbers of people. A growing number of efficacy trials have shown strong outcomes for digital mental health treatments. Yet despite their positive findings, there are very few examples of successful implementations and many failures. Although the research-to-practice gap is not unique to digital mental health, the inclusion of technology poses unique challenges. We outline some of the reasons for this gap and propose a collection of methods that can result in sustainable digital mental health interventions. These methods draw from human-computer interaction and implementation science and are integrated into an Accelerated Creation-to-Sustainment (ACTS) model. The ACTS model uses an iterative process that includes 2 basic functions (design and evaluate) across 3 general phases (Create, Trial, and Sustain). The ultimate goal in using the ACTS model is to produce a functioning technology-enabled service (TES) that is sustainable in a real-world treatment setting. We emphasize the importance of the service component because evidence from both research and practice has suggested that human touch is a critical ingredient in the most efficacious and used digital mental health treatments. The Create phase results in at least a minimally viable TES and an implementation blueprint. The Trial phase requires evaluation of both effectiveness and implementation while allowing optimization and continuous quality improvement of the TES and implementation plan. Finally, the Sustainment phase involves the withdrawal of research or donor support, while leaving a functioning, continuously improving TES in place. The ACTS model is a step toward bringing implementation and sustainment into the design and evaluation of TESs, public health into clinical research, research into clinics, and treatment into the lives of our patients.
Keyphrases
- mental health
- quality improvement
- primary care
- healthcare
- mental illness
- public health
- end stage renal disease
- endothelial cells
- patient safety
- clinical trial
- randomized controlled trial
- chronic kidney disease
- cardiovascular disease
- combination therapy
- physical activity
- newly diagnosed
- ejection fraction
- adipose tissue
- skeletal muscle
- induced pluripotent stem cells
- magnetic resonance imaging
- coronary artery disease
- peritoneal dialysis
- deep learning
- magnetic resonance
- phase iii
- metabolic syndrome
- phase ii
- replacement therapy
- patient reported outcomes
- contrast enhanced
- glycemic control