Evidence map›Paper›PMID 41310375›Full record

ArticleScientific reports2025

Why does calorie information produce mixed evidence for its effect on food choices?

Brian A Toney, Marco A Palma, Michelle S Segovia, Grace Melo

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

4 authors.

Brian A ToneyDepartment of Accounting, Finance, Economics, & Business Law, East Texas A&M University, Commerce, USA.
Marco A PalmaDepartment of Agricultural Economics, Texas A&M University, College Station, USA. mapalma@tamu.edu.
Michelle S SegoviaDepartment of Applied Economics and Statistics, University of Delaware, Newark, USA.
Grace MeloDepartment of Agricultural Economics, Texas A&M University, College Station, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We implement a framed field experiment to understand and rationalize previous contradictory calorie labeling findings showing mostly decreasing or null effects, but also some evidence of increasing calorie intake. Our study suggests that the numeric value of calorie information alone is not sufficient to explain the impact of information on food choice, but it is the gap between an individual calorie reference point expectation and the realized actual amount that influences food choices. We manipulate this gap in a carefully controlled experiment creating meals that look nearly identical but substantially differ in their calorie content. There is a sharp contrast in the literature with a large body of research only examining the effect of providing the calorie content for a meal while ignoring individual consumers' expectations. Understanding the underlying mechanism driving calorie information response is crucial for designing and implementing effective calorie interventions and policies.

Indexed as

Choice BehaviorEnergy IntakeFood LabelingFood PreferencesAdultFemaleHumansMaleYoung Adult

Identifiers

PMID41310375
PMCPMC12660965

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.