ArticleImplementation science : IS2012
Increasing efficacy of primary care-based counseling for diabetes prevention: rationale and design of the ADAPT (Avoiding Diabetes Thru Action Plan Targeting) trial.
Article in Implementation science : IS, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01473654 (Avoiding Diabetes Thru Action Plan Targeting), which is not on this map. Cited by 17 papers, 3 of them syntheses that pooled it.
What it found
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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.
Avoiding Diabetes Thru Action Plan Targeting (ADAPT): A Pilot Randomized Control Trial of an Electronic Medical Record Embedded Prediabetes Shared Goal Setting Tool in Primary Care
Who cites it
17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 29 citations in OpenAlex.
- Decision aids for people facing health treatment or screening decisions.The Cochrane database of systematic reviews · 2024Pooled it
- Decision aids for people facing health treatment or screening decisions.The Cochrane database of systematic reviews · 2017Pooled it
- An appraisal of published usability evaluations of electronic health records via systematic review.Journal of the American Medical Informatics Association : JAMIA · 2017Pooled it
- Design and baseline characteristics of the PerfectFit study: a multicenter cluster-randomized trial of a lifestyle intervention in employees with increased cardiovascular risk.BMC public health · 2015Trial
- Tools to guide clinical discussions on physical activity, sedentary behaviour, and/or sleep for health promotion between primary care providers and adults accessing care: a scoping review.BMC primary care · 2023Article
- Development of a novel clinical decision support tool for diabetes prevention and feasibility of its implementation in primary care.Preventive medicine reports · 2022Article
- Investigation of a Mobile Health Texting Tool for Embedding Patient-Reported Data Into Diabetes Management (i-Matter): Development and Usability Study.JMIR formative research · 2020Article
- Bridging the Gap Between Academic Research and Pragmatic Needs in Usability: A Hybrid Approach to Usability Evaluation of Health Care Information Systems.JMIR human factors · 2018Article
- "Think aloud" and "Near live" usability testing of two complex clinical decision support tools.International journal of medical informatics · 2017Observational
- A pilot randomized trial of technology-assisted goal setting to improve physical activity among primary care patients with prediabetes.Preventive medicine reports · 2016Article
- Electronic health record-based assessment of cardiovascular health: The stroke prevention in healthcare delivery environments (SPHERE) study.Preventive medicine reports · 2016Article
- Integrating data from an online diabetes prevention program into an electronic health record and clinical workflow, a design phase usability study.BMC medical informatics and decision making · 2016Article
- A Model of Organizational Context and Shared Decision Making: Application to LGBT Racial and Ethnic Minority Patients.Journal of general internal medicine · 2016Article
- Back to the Bedside: Developing a Bedside Aid for Concussion and Brain Injury Decisions in the Emergency Department.EGEMS (Washington, DC) · 2015Article
- Usability testing of Avoiding Diabetes Thru Action Plan Targeting (ADAPT) decision support for integrating care-based counseling of pre-diabetes in an electronic health record.International journal of medical informatics · 2014Article
- What do primary care prediabetes patients need? A baseline assessment of patients engaging in a technology-enhanced lifestyle intervention.Journal of bioinformatics and diabetes · 2014Article
- Application of persuasion and health behavior theories for behavior change counseling: design of the ADAPT (Avoiding Diabetes Thru Action Plan Targeting) program.Patient education and counseling · 2012Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundStudies have shown that lifestyle behavior changes are most effective to prevent onset of diabetes in high-risk patients. Primary care providers are charged with encouraging behavior change among their patients at risk for diabetes, yet the practice environment and training in primary care often do not support effective provider counseling. The goal of this study is to develop an electronic health record-embedded tool to facilitate shared patient-provider goal setting to promote behavioral change and prevent diabetes.
methodsThe ADAPT (Avoiding Diabetes Thru Action Plan Targeting) trial leverages an innovative system that integrates evidence-based interventions for behavioral change with already-existing technology to enhance primary care providers' effectiveness to counsel about lifestyle behavior changes. Using principles of behavior change theory, the multidisciplinary design team utilized in-depth interviews and in vivo usability testing to produce a prototype diabetes prevention counseling system embedded in the electronic health record.
resultsThe core element of the tool is a streamlined, shared goal-setting module within the electronic health record system. The team then conducted a series of innovative, "near-live" usability testing simulations to refine the tool and enhance workflow integration. The system also incorporates a pre-encounter survey to elicit patients' behavior-change goals to help tailor patient-provider goal setting during the clinical encounter and to encourage shared decision making. Lastly, the patients interact with a website that collects their longitudinal behavior data and allows them to visualize their progress over time and compare their progress with other study members. The finalized ADAPT system is now being piloted in a small randomized control trial of providers using the system with prediabetes patients over a six-month period.
conclusionsThe ADAPT system combines the influential powers of shared goal setting and feedback, tailoring, modeling, contracting, reminders, and social comparisons to integrate evidence-based behavior-change principles into the electronic health record to maximize provider counseling efficacy during routine primary care clinical encounters. If successful, the ADAPT system may represent an adaptable and scalable technology-enabled behavior-change tool for all primary care providers.
trial registrationClinicalTrials.gov Identifier NCT01473654.
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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.