Evidence map›Paper›PMID 42737195›Full record

ArticleFoods (Basel, Switzerland)2026

Development and Validation of a Multidimensional Consumer Assessment Framework for Alternative-Ingredient Bakery and Confectionery Products: Implications for Nutrition Methodology and Sustainable Diet Research.

Anca Mihaela Dicu, Ruxandra-Cristina Marin, Călin Muntean, Radu Dumitru Moleriu, Anca Tudor, Teodora Piroș, Florentina Simona Barbu, Dana Gina Radu, Luminița Ștefania Bozdog

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 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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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.

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Anca Mihaela DicuFaculty of Food Engineering, Tourism and Environmental Protection, Aurel Vlaicu University of Arad, 310025 Arad, Romania.
Ruxandra-Cristina MarinDiscipline of Pharmacology, Clinical Pharmacology and Pharmacotherapy, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.ORCID 0000-0002-3182-1683
Călin MunteanDepartment III Functional Science, Discipline of Medical Informatics and Biostatistics, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0000-0002-0497-0405
Radu Dumitru MoleriuDepartment III Functional Science, Discipline of Medical Informatics and Biostatistics, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Anca TudorDepartment III Functional Science, Discipline of Medical Informatics and Biostatistics, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.ORCID 0000-0001-9630-4727
Teodora PiroșDepartment III Functional Science, Discipline of Medical Informatics and Biostatistics, "Victor Babes" University of Medicine and Pharmacy, 300041 Timisoara, Romania.
Florentina Simona BarbuCentre for Economic Research and Consultancy, Faculty of Economics, Aurel Vlaicu University of Arad, 310032 Arad, Romania.ORCID 0000-0001-7690-9008
Dana Gina RaduFaculty of Food Engineering, Tourism and Environmental Protection, Aurel Vlaicu University of Arad, 310025 Arad, Romania.
Luminița Ștefania BozdogFaculty of Economics and Business Administration, West University of Timișoara, 300223 Timișoara, Romania.ORCID 0009-0009-4138-469X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesThe transition toward healthier and more sustainable diets has increased the need for reformulated bakery and confectionery products formulated with alternative ingredients. However, validated instruments for assessing consumer acceptance of these products remain limited. This study aimed to develop and psychometrically validate a multidimensional assessment framework integrating food choice motives, green (environmental) values, health consciousness, perceived nutritional value, willingness to pay a premium, and purchase intention.

methodsA cross-sectional survey was conducted among 504 consumers in Romania using an online questionnaire. The instrument was developed by adapting established scales and by developing a new Perceived Nutritional Value scale. Dimensionality was evaluated using exploratory (EFA) and confirmatory (CFA) factor analyses. Temporal stability was assessed in an independent test-retest subsample (

resultsEFA (KMO = 0.933) and CFA (CFI = 0.965, TLI = 0.959, RMSEA = 0.061, SRMR = 0.033) supported the proposed six-factor structure. All constructs demonstrated excellent internal consistency (Cronbach's α: 0.898-0.938), convergent validity (AVE: 0.790-0.889), discriminant validity (HTMT < 0.77), and good-to-excellent test-retest reliability (ICC: 0.82-0.91). Perceived nutritional value was positively and significantly associated with both willingness to pay and purchase intention, and willingness to pay partially mediated the association between perceived nutritional value and purchase intention. The structural model explained 46.1% of the variance in purchase intention; all hypothesized relationships were supported, and the findings remained stable in the sensitivity analysis.

conclusionsThe proposed framework demonstrated good psychometric performance and provides a theory-informed measurement framework for assessing consumer acceptance of reformulated bakery and confectionery products. It may support future nutrition research, consumer studies, and the evaluation of food reformulation strategies aimed at promoting healthier and more sustainable dietary choices.

Indexed as

alternative ingredientsbakery productsconfirmatory factor analysisconsumer assessment frameworkexploratory factor analysisperceived nutritional valuePLS-SEMquestionnaire validationsustainable dietstest–retest reliability

Identifiers

PMID42737195
PMCPMC13565372

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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.