Research aimed at improving both mood and weight (RAINBOW) in primary care: A type 1 hybrid design randomized controlled trial
Open accessAbstract
Effective interventions targeting comorbid obesity and depression are critical given the increasing prevalence and worsened outcomes for patients with both conditions. RAINBOW is a type 1 hybrid design randomized controlled trial. The objective is to evaluate the clinical and cost effectiveness and implementation potential of an integrated, technology-enhanced, collaborative care model for treating comorbid obesity and depression in primary care. Obese and depressed adults (n = 404) will be randomized to usual care enhanced with the provision of a pedometer and information about the health system's services for mood or weight management (control) or with the Integrated Coaching for Better Mood and Weight (I-CARE) program (intervention). The 12-month I-CARE program synergistically integrates two proven behavioral interventions: problem-solving therapy with as-needed intensification of pharmacotherapy for depression (PEARLS) and standardized behavioral treatment for obesity (Group Lifestyle Balance(™)). It utilizes traditional (e.g., office visits and phone consults) and emerging care delivery modalities (e.g., patient web portal and mobile applications). Follow-up assessments will occur at 6, 12, 18, and 24 months. We hypothesize that compared with controls, I-CARE participants will have greater improvements in weight and depression severity measured by the 20-item Depression Symptom Checklist at 12 months, which will be sustained at 24 months. We will also assess I-CARE's cost-effectiveness and use mixed methods to examine its potential for reach, adoption, implementation, and maintenance. This study offers the potential to change how obese and depressed adults are treated-through a new model of accessible and integrative lifestyle medicine and mental health expertise-in primary care.
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The RAINBOW/ENGAGE studies reported on an intervention designed for the management of both weight and depression, but the mobile app was exclusively for recording physical activity and did not include recording of any mental dimension.
“The RAINBOW/ENGAGE studies [44, 45] reported on an intervention designed for the management of both weight and depression. Yet, the use of a mobile app was exclusively for recording physical activity and did not include the recording of any mental dimension.”
From Mobile Apps for the Management of Comorbid Overweight/Obesity and Depression/Anxiety: A Systematic Review (2020) · cites this paper as [45]
The Methods (§2.6.1) confirm that RAINBOW’s intervention was designed to treat both obesity and depression. But §2.6.3.1 contradicts the claim that the apps were exclusively for recording physical activity: participants could also log weight and dietary intake. The paper describes depression tracking in the EHR and an online care-team database, not in the participant apps. (LLM, conf=0.88)
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Experimental — accuracy not yet measuredOf the four randomized controlled trials, only the study by Ma et al. was blind.
“Although the other four studies [44, 45, 49, 50] were randomized controlled trials, only the study by Ma and colleagues [45] was blind.”
From Mobile Apps for the Management of Comorbid Overweight/Obesity and Depression/Anxiety: A Systematic Review (2020) · cites this paper as [45]
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References 108 · Cited by 45
Research works printed but not linked: 1
- [81]Ma J Yank V Xiao L Translating the Diabetes Prevention Program lifestyle intervention for weight loss into primary care: A randomized trial Arch Intern Med 2012 accepted for publication PMC3856315 23229846
- Authors
- Ma, J., Yank, V., Lv, N., Goldhaber-Fiebert, J. D., Lewis, M. A., Kramer, M. K., Snowden, M. B., Rosas, L. G., Xiao, L., & Blonstein, A. C.
- Affiliations
- Palo Alto Medical Foundation (US)
- Stanford Medicine (US)
- RTI International (US)
- University of Pittsburgh (US)
- University of Washington (US)
- Corresponding author
- Ma, Jun
- Venue
- Contemporary Clinical Trials
- Publisher
- Elsevier BV
- Published
- 2015-07
- Volume
- 43
- Pages
- 260-278
- ISSN
- 1551-7144 (ISSN-L)
- PMC
- PMC4537656
- OpenAlex
- W621764348
- Cited by
- 45
- References
- 108
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 5 · 2023: 3 · 2022: 4 · 2021: 8 · 2020: 12 · 2019: 1 · 2018: 5 · 2017: 2 · 2016: 1
- FWCI
- 6.70
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Contemporary Clinical Trials (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Heart, Lung and Blood Institute (R01HL119453)
- Palo Alto Medical Foundation Research Institute
- NIH/NIA (K01AG037593-01A1)
- NIDDK (K23DK097308)
- Topics
- Health Sciences › Health Professions › Pharmacy › Obesity and Health Practices
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Health Professions › General Health Professions › Health Policy Implementation Science
- Keywords
- obesity, depression, collaborative care, primary care, pedometers, problem-solving therapy, pearls, behavioral weight management, mobile health, web portal, cost-effectiveness, implementation, lifestyle medicine, mood management
- MeSH terms
- Affect, Age Factors, Antidepressive Agents, Behavior Therapy, Body Weight, Combined Modality Therapy, Cost-Benefit Analysis, Depressive Disorder, Female, Humans, Male, Obesity, Primary Health Care, Research Design, Sex Factors, Socioeconomic Factors, Body Mass Index, Racial Groups
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