Evidence map›Paper›PMID 41958071›Full record

ReviewObesity reviews : an official journal of the International Association for the Study of Obesity2026

How Does the Ultra-Processed Food Industry Drive Consumption Through Product Design and Marketing? Mapping a Complex Commercial System According to Expert Mental Models and Evidence Review.

Joshua Clark, Boyd Swinburn, Benjamin Wood, Gary Sacks, Kim Anastasiou, Penelope Milsom, Phillip Baker, Kelly Garton

Abstract readReview
In one paragraph

Review in Obesity reviews : an official journal of the International Association for the Study of Obesity, 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.

Joshua ClarkSchool of Population Health Student, University of Auckland, Auckland, New Zealand.ORCID https://orcid.org/0009-0006-9069-270X
Boyd SwinburnSchool of Population Health, University of Auckland, Auckland, New Zealand.ORCID https://orcid.org/0000-0002-2131-045X
Benjamin WoodGlobal Centre for Preventive Health and Nutrition, Institute for Health Transformation, Deakin University, Geelong, Australia.ORCID https://orcid.org/0000-0002-8072-9066
Gary SacksGlobal Centre for Preventive Health and Nutrition, Institute for Health Transformation, Deakin University, Geelong, Australia.
Kim AnastasiouSchool of Exercise and Nutrition Sciences, Deakin University, Burwood, Victoria, Australia.
Penelope MilsomUnited Nations University International Institute for Global Health, Kuala Lumpur, Malaysia.
Phillip BakerSchool of Public Health, Faculty of Medicine and Health, University of Sydney, Sydney, Australia.ORCID https://orcid.org/0000-0002-0802-2349
Kelly GartonSchool of Population Health, University of Auckland, Auckland, New Zealand.ORCID https://orcid.org/0000-0002-6313-9128

Funding

Australian GovernmentUniversity of Sydney
6 · The paper itself

Abstract

The corporations that produce and profit from ultra-processed foods (UPFs), and the regulatory conditions under which they operate, have been major contributors to the global rise of obesity and noncommunicable diseases. The aim was to map the drivers and feedback systems of the product design and marketing domains of the UPF system and to consider the implications for potential intervention strategies designed to improve population diets. A systems dynamics methodology, underpinned by a narrative literature review, was used to develop causal loop diagrams of the product design and marketing domains, through an iterative refinement process. Both domains contain multiple key drivers, alongside seven reinforcing feedback loops in the product design diagram and five in the marketing diagram. These loops predominantly focused on generating perceived value for the products, driving sales, and collecting data and information to further optimize product design and marketing strategies, serving the purpose of growing profits for UPF corporations. At many points, elements of human physiology and behavior are embedded in these feedback loops and are being manipulated or exploited by UPF corporations for this purpose. The research highlights multiple areas for intervention that, if implemented concurrently, can alter the dynamics of the current system such that power and control shift towards other types of food producers, communities, and citizens rather than UPF corporations.

Indexed as

Fast FoodsFood IndustryMarketingHumansObesityfood systemsmarketingproduct designultra‐processed foods

Identifiers

PMID41958071
PMCPMC13551387

What OpenQuestion 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 OpenQuestion graph.