ArticlePsychological methods2024
A posterior expected value approach to decision-making in the multiphase optimization strategy for intervention science.
Article in Psychological methods, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 15 citations in OpenAlex.
- Advancing translational research in digital cardiac rehabilitation: The preparation phase of the Multiphase Optimization Strategy.Translational behavioral medicine · 2025Pooled it
- Optimizing Digital Cardiac Rehabilitation Using the Multiphase Optimization Strategy: Mixed Methods Feasibility Study.JMIR formative research · 2026Trial
- Effects of Chatbot Components to Facilitate Mental Health Services Use in Individuals With Eating Disorders Following Online Screening: An Optimization Randomized Controlled Trial.The International journal of eating disorders · 2024Trial
- Acceptability of Four Intervention Components Supporting Medication Adherence in Women with Breast Cancer: a Process Evaluation of a Fractional Factorial Pilot Optimization Trial.Prevention science : the official journal of the Society for Prevention Research · 2024Trial
- Identifying the most effective components of a physical activity intervention for adults with knee replacement: the MOST Energized! study protocol.BMC musculoskeletal disorders · 2026Article
- Integrating implementation science and intervention optimization.Implementation science : IS · 2025Article
- Optimizing a mHealth physical activity intervention with mindful awareness lessons in breast cancer survivors: Fit2ThriveMIND protocol.Contemporary clinical trials · 2025Article
- Decision-making in the multiphase optimization strategy: Applying decision analysis for intervention value efficiency to optimize an information leaflet to promote key antecedents of medication adherence.Translational behavioral medicine · 2024Article
- Intervention Optimization: A Paradigm Shift and Its Potential Implications for Clinical Psychology.Annual review of clinical psychology · 2024Review
- A Factorial Randomized Controlled Trial to Optimize User Engagement With a Chatbot-Led Parenting Intervention: Protocol for the ParentText Optimisation Trial.JMIR research protocols · 2024Article
- Using decision analysis for intervention value efficiency to select optimized interventions in the multiphase optimization strategy.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2024Article
- Optimization of a mHealth Physical Activity Promotion Intervention With Mindful Awareness for Young Adult Cancer Survivors: Design and Methods of Opt2Move Full Factorial Trial.Global advances in integrative medicine and healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
In current practice, intervention scientists applying the multiphase optimization strategy (MOST) with a 2
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.