CHAMGAP
VERIFIEDPassed the Codex final verification and publication gate. Evidence-verification cutoff: 2026-08-07. AI was used for research and drafting; the existence of all 2 cited sources was verified at the original page, followed by blind grading, adversarial audit, and build validation. Methodology v1.0.
Verdict No. 2423 · Search date 2026-08-07 · Methodology v1.0

Daily self-weighing behavioral bundle,
does it really help with Weight loss in adults with obesity?

30-Second Summary
D
Evidence Grade D · 30 · Safety caution
Daily weighing bundled with recording, a goal, text reminders, and counseling did not significantly improve three-month weight loss
No serious related adverse event was reported, but the trial did not adequately compare eating-disorder or compulsive-weighing outcomes between groups. People with eating-disorder histories or worsening anxiety should individualize frequency with professional support.
What the
research shows
The grade is D with 30 points. A three-month trial combined scales and daily weighing with a record card, a 0.5-kg-per-week goal, weekly text reminders, and two counseling sessions. Weight loss was only 0.5 kg greater than control, with a null 95% CI of -1.3 to 0.3 kg. This was not a weighing-only intervention.
What the
ads claim
Weight-app bundles vary. This verdict applies to a short, low-intensity package that included recording, a weight-loss goal, weekly texts, and two consultations in addition to daily weighing.
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Useful facts when choosing a product

  • The intervention combined daily weighing and a record card with a weekly loss goal and weekly text reminders.
  • The control received two minimal weight consultations, not pure no-contact care.
  • No serious related adverse event was reported, but between-group eating-disorder outcomes were not assessed, so that risk was not established.
ID

Chamgap Semantic Classification Code

Candidate index · review held

X.self-weighing-bundled-with-a-record-card.behavioral.weight-loss-with-obesity.assess.UNK

Behaviors, exposures and policies > self-weighing bundled with a record card > Behavioral delivery > Weight loss with obesity > Association or change assessment > Unknown

An automated migration candidate, not an issued permanent code; exact claim scope remains under review. This machine-generated migration candidate helps retrieval but is not a permanent assignment. The original verdict ID and URL remain authoritative.

Download semantic index (JSON) · Codebook v1

Gap Measurement · Verdict 2423 · D 30
What advertising claims
What independent, higher-quality research supports
△ GAP
01

What the research actually shows

SCALE DOWN randomized 183 adults with obesity, 92 to intervention and 91 to control, and analyzed three-month weight change. Overall missingness was 20/183, about 10.9%; follow-up was 92.4% in the intervention group and 85.7% in control. Among 163 followed participants, 15 without researcher-measured weights supplied self-reported values, and excluding them did not change the conclusion. Participants weighed on 73.1 of 90 days on average. A sample under 200 was counted as the one avoidable limitation; this level of missingness was not counted separately, so axis 6 is B1.

02

Why this is classified as D (30)

The direct weight endpoint was null and the interval left a small benefit possible. Overall missingness was about 10.9% and was not counted as a defect; only the 183-person sample remained, giving B1 and D with 30 points.

Counterpoint. Regular weighing can still be a monitoring tool in more intensive behavioral care. The null result applies to this particular low-intensity bundle of weighing, recording, goal setting, weekly texts, and brief counseling.

Rejudgment record. Cross-check applied — Three-month randomized trial of weighing, recording, a weight-loss goal, text reminders, and counseling; direct weight outcome and small sample

Stored scoring profile
EndpointPSymptom or function itself is the target - including patient reports and performance tests
ReplicationR1Single confirmatory trial
IndependenceI2Decisive evidence is publicly or non-profit funded
Effect sizeE0Null
PrecisionC0The confidence interval leaves room for benefit

Stored derived and displayed grades match; this is not a current recalculation or validity check (D).

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Sub-claim grades by effect

This ingredient is marketed for several effects. A single overall grade blends strong and weak claims together, so each effect is graded separately here. The overall grade reflects the strongest disconfirming or core claim.

Effect (sub-claim)GradeBasis
Greater three-month weight loss from the weighing, recording, goal, text, and counseling bundleDThe -0.5 kg difference was not statistically significant.
Weight loss with feedback and coaching programsCPrograms with different components and intensity are separate claims.
✓

Cross-check — AI research and Codex final gate

AI was used for research and drafting. Blind grading, adversarial audit, and the methodology boundary rules were then reapplied before Codex performed the final evidence, grade, copy, and build checks. If a grade cannot be narrowed, both evidence positions and their reasons are published.
03

Evidence Table

StudyDesignSampleFundingEndpointResultWeight
Madigan et al. 2014 SCALE DOWNIndividually randomized controlled trial183 randomized (92 intervention/91 control); follow-up 92.4%/85.7%; 10.9% missing overallUniversity of Birmingham doctoral research fundingWeight change at three monthsBetween-group difference -0.5 kg (95% CI -1.3 to 0.3)Pivotal evidence for a low-intensity self-weighing behavioral bundle
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Receipt — 2 References

All 2 cited sources were verified for existence at the original page (as of 2026-08-07).

Madigan CD, Jolly K, Lewis AL, Aveyard P, Daley AJ. A randomised controlled trial of the effectiveness of self-weighing as a weight loss intervention. Int J Behav Nutr Phys Act. 2014;11:125. PMID: 25301251. PMCID: PMC4195875. DOI: 10.1186/s12966-014-0125-9.
checked
Madigan CD, Daley AJ, Lewis AL, Aveyard P, Jolly K. Is self-weighing an effective tool for weight loss: a systematic literature review and meta-analysis. Int J Behav Nutr Phys Act. 2015;12:104. PMID: 26293454. PMCID: PMC4546162. DOI: 10.1186/s12966-015-0267-4.
checked
Research and draft: AI used · Cross-check: blind grading and adversarial audit
Final verification and publication gate: Codex · Evidence date: 2026-08-07 · Corrections: none
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Cite this verdict

Daily self-weighing behavioral bundle x weight loss Evidence Grade D card
[Chamgap] Daily self-weighing behavioral bundle x weight loss — Evidence Grade D·30. 2 cited sources checked. Source: https://chamgap.com/en/verdicts/weight/daily-self-weighing-alone-weight-loss/ · CC BY 4.0

CC BY 4.0 — free to use with attribution; do not distort grades, numbers, or verdict meaning.

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What this document does and does not do

Chamgap is an information source. It reports what research has and has not confirmed; it does not tell readers what to take or buy. That decision belongs to readers and, when needed, medical or legal professionals. This verdict reflects literature available up to the search date and may change as new research appears. Nothing here is medical advice.
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