Evidence map›Paper›PMID 22247420›Full record

Trial reportMedical decision making : an international journal of the Society for Medical Decision Making

Impact of literacy and numeracy on motivation for behavior change after diabetes genetic risk testing.

Jason L Vassy, Kelsey E O'Brien, Jessica L Waxler, Elyse R Park, Linda M Delahanty, Jose C Florez, James B Meigs, Richard W Grant

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Medical decision making : an international journal of the Society for Medical Decision Making. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04331535 (Pragmatic Randomized Trial of Polygenic Risk Scoring for Common Diseases in Primary Care), which is not on this map. Cited by 26 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT04331535 naunknown statusnot on this map

Pragmatic Randomized Trial of Polygenic Risk Scoring for Common Diseases in Primary Care

TypeinterventionalSponsorBoston VA Research Institute, Inc.Ran2020 to 2025Enrolled1,076ConditionsCoronary Artery Disease, Atrial Fibrillation, Type 2 Diabetes, Colorectal CancerArmsPolygenic risk score (PRS)
3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 1 synthesis or guideline pooled it.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Jason L VassyGeneral Medicine Division, Massachusetts General Hospital, Boston, Massachusetts (JLV, KEO, JBM, RWG)
Kelsey E O'BrienGeneral Medicine Division, Massachusetts General Hospital, Boston, Massachusetts (JLV, KEO, JBM, RWG)
Jessica L WaxlerPartners Center for Human Genetics, Boston, Massachusetts (JLW)
Elyse R ParkDepartment of Medicine, Harvard Medical School, Boston, Massachusetts (JLV, ERP, LMD, JCF, JBM, RWG)
Linda M DelahantyDepartment of Medicine, Harvard Medical School, Boston, Massachusetts (JLV, ERP, LMD, JCF, JBM, RWG)
Jose C FlorezDepartment of Medicine, Harvard Medical School, Boston, Massachusetts (JLV, ERP, LMD, JCF, JBM, RWG)
James B MeigsGeneral Medicine Division, Massachusetts General Hospital, Boston, Massachusetts (JLV, KEO, JBM, RWG)
Richard W GrantGeneral Medicine Division, Massachusetts General Hospital, Boston, Massachusetts (JLV, KEO, JBM, RWG)

Funding

Epidemiology of Precursors to Type 2 DiabetesK24DK080140 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI MEIGS, JAMES B · 2007 to 2016
$1.9M
Using Genetic Risk Information to Enhance Diabetes PreventionR21DK084527 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI GRANT, RICHARD W · 2009 to 2010
$885k
NIDDK NIH HHS K24 DK080140NIDDK NIH HHS L30 DK089597NIDDK NIH HHS R21 DK084527NIDDK NIH HHS R21 DK84527
6 · The paper itself

Abstract

backgroundType 2 diabetes genetic risk testing might motivate at-risk patients to adopt diabetes prevention behaviors. However, the influence of literacy and numeracy on patient response to diabetes genetic risk is unknown.

objectiveThe authors investigated the association of health literacy, genetic literacy, and health numeracy with patient responses to diabetes genetic risk.

designand Measurements Overweight patients at high phenotypic risk for type 2 diabetes were recruited for a clinical trial of diabetes genetic risk testing. At baseline, participants predicted how their motivation for lifestyle modification to prevent diabetes might change in response to hypothetical scenarios of receiving "high" and "low" genetic risk results. Responses were analyzed according to participants' health literacy, genetic literacy, and health numeracy.

resultsTwo-thirds (67%) of participants (n = 175) reported very high motivation to prevent diabetes. Despite high health literacy (92% at high school level), many participants had limited health numeracy (30%) and genetic literacy (38%). Almost all (98%) reported that high-risk genetic results would increase their motivation for lifestyle modification. In contrast, response to low-risk genetic results varied. Higher levels of health literacy (P = 0.04), genetic literacy (P = 0.02), and health numeracy (P = 0.02) were associated with an anticipated decrease in motivation for lifestyle modification in response to low-risk results.

conclusionsWhile patients reported that high-risk genetic results would motivate them to adopt healthy lifestyle changes, response to low-risk results varied by patient numeracy and literacy. However, anticipated responses may not correlate with true behavior change. If future research justifies the clinical use of genetic testing to motivate behavior change, it may be important to assess how patient characteristics modify that motivational effect.

Indexed as

Decision MakingHealth BehaviorHealth LiteracyAgedDecision Support TechniquesDiabetes Mellitus, Type 2FemaleGenetic TestingHumansLife StyleMaleMiddle AgedMotivationOverweightRisk AssessmentSocioeconomic Factors

Identifiers

PMID22247420
PMCPMC3683460

What OpenQuestion holds

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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.