Evidence map›Paper›PMID 42909116›Full record

ArticleCurrent developments in nutrition2026

Implementing a Personalized Nutrition Service in a Real-Life Military Setting: Feasibility and Consumer Acceptance.

Sandra van der Haar, Meeke Ummels, Suzan Wopereis, Femke P M Hoevenaars, Imre W K Kouw, Martijn W J Noort

Abstract read
In one paragraph

Article in Current developments in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

6 authors.

Sandra van der HaarWageningen Food & Biobased Research, Wageningen University & Research, Wageningen, The Netherlands.
Meeke UmmelsWageningen Food & Biobased Research, Wageningen University & Research, Wageningen, The Netherlands.
Suzan WopereisMicrobiology and Systems Biology Department, Netherlands Organization for Applied Scientific Research (TNO), Leiden, The Netherlands.
Femke P M HoevenaarsMicrobiology and Systems Biology Department, Netherlands Organization for Applied Scientific Research (TNO), Leiden, The Netherlands.
Imre W K KouwDivision of Human Nutrition and Health, Nutritional Biology, Wageningen University & Research, Wageningen, The Netherlands.
Martijn W J NoortWageningen Food & Biobased Research, Wageningen University & Research, Wageningen, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite growing evidence that personalized nutrition (PN) can improve dietary behavior and health outcomes, the implementation of PN food services in real-world settings remains largely unexplored. Objectives: This study evaluated the feasibility of a PN service to deliver personalized nutrition products (PNPs) in a military setting and assessed consumer acceptance following repeated consumption. Methods: A PN service was developed to design, produce, and distribute PNPs. Twenty-five participants from the Royal Netherlands Army took part in a feasibility study, using a single-cohort pretest posttest design. Each participant consumed a PNP (in-between meal) on 10 consecutive days during a combat training exercise. Product liking was assessed through daily questionnaires, whereas broader user experiences were assessed at baseline ( Results: The PN service was successfully implemented during a military training exercise. In total, 229 PNPs were produced and distributed. Participants evaluated all aspects of the PN service as slightly positive (4.5 ± 1.4 to 5.0 ± 1.7 on 7-point scales), except for variation in products, which was rated as slightly negative (3.4 ± 1.6). Across the different product combinations, mean overall liking and all sensory attributes were slightly positive (5.7 ± 1.7 to 6.1 ± 1.6 on 9-point scales). Overall product liking did not change over time ( Conclusions: This study supports the feasibility of a prototype PN service in a real-life military setting. The PNPs received modestly positive evaluations, and repeated exposure did not change the overall liking of the products. Initial positive attitudes toward the service declined over time. Therefore, further optimization of both the service and the PNPs is needed before implementation at a larger scale can be considered.

Indexed as

3D food printingdietary advice systemfeasibilityimplementationpersonalized nutritionproduct evaluationsprototype evaluationuser experiences

Identifiers

PMID42909116
PMCPMC13683849

What OpenQuestion holds

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Registered trials

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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.