Evidence map›Paper›PMID 42733912›Full record

ArticleObesity science & practice2026

Pilot of a Micro-Randomized Factorial Trial of Self-Monitoring Feedback in a Behavioral Weight Loss Intervention.

Kathryn M Ross, Jaime Ruiz, Meena N Shankar, Peihua Qiu, Zibo Tian, Lisa Anthony, Kelsey R Day, Rebecca A Krukowski

Abstract read
In one paragraph

Article in Obesity science & practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Kathryn M RossAdvocate Aurora Research Institute Advocate Health Milwaukee Wisconsin USA.ORCID https://orcid.org/0000-0002-3628-766X
Jaime RuizUniversity of Florida Gainesville Florida USA.ORCID https://orcid.org/0000-0002-9139-6172
Meena N ShankarUniversity of Florida Gainesville Florida USA.ORCID https://orcid.org/0009-0005-3792-966X
Peihua QiuUniversity of Florida Gainesville Florida USA.ORCID https://orcid.org/0000-0003-4439-9466
Zibo TianUniversity of Florida Gainesville Florida USA.ORCID https://orcid.org/0000-0003-0826-6498
Lisa AnthonyUniversity of Florida Gainesville Florida USA.ORCID https://orcid.org/0000-0002-9617-2952
Kelsey R DayUniversity of Virginia School of Medicine and Comprehensive Cancer Center Charlottesville Virginia USA.ORCID https://orcid.org/0000-0001-6878-7047
Rebecca A KrukowskiUniversity of Virginia School of Medicine and Comprehensive Cancer Center Charlottesville Virginia USA.ORCID https://orcid.org/0000-0001-9193-2783

Funding

A novel, semi-automated self-monitoring feedback system for health promotion in community settingsR01DK140099 · NIDDK · AURORA HEALTH CARE, INC. · PI Rebecca A. Krukowski, KATHRYN MARIE ROSS · 2025 to 2026
$1.5M
NIDDK NIH HHS R01 DK140099
6 · The paper itself

Abstract

Background: The provision of self-monitoring feedback has been demonstrated to improve weight loss program outcomes; however, there is little evidence to support how this feedback should be delivered. Micro-randomized factorial trial designs can examine the proximal impact of intervention components, but their feasibility and acceptability in the context of behavioral weight management programs remain unknown. Methods: The current pilot study evaluated the feasibility and acceptability of procedures for a micro-randomized factorial trial designed to optimize the provision of self-monitoring feedback messages in behavioral weight management programs. Adults with obesity were provided with an initial Weight Loss 101 education session and asked to self-monitor dietary intake, physical activity, and weight daily (using an app, activity monitor, and e-scale). They were then randomized each week for 16 weeks (using a 2 Results: Of the 28 participants enrolled (86% women; mean ± SD BMI = 37.2 ± 6.6 kg/m Conclusions: Trial procedures were both feasible and acceptable among adults with obesity. Findings can inform the design of future micro-randomized factorial trials.

Identifiers

PMID42733912
PMCPMC13571809

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.