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. 2026 Feb 18;21(2):e0343059. doi: 10.1371/journal.pone.0343059

Consumers’ psychological constructs regarding hybrid meat products: A scoping review protocol

Jasmijn de Veld 1,#, Ceren Pekdemir 2,*,#, Gill ten Hoor 1,*,#
Editor: António Raposo3
PMCID: PMC12915932  PMID: 41706735

Abstract

Objective

The objective of this scoping review protocol is to outline the approach for mapping existing evidence on consumers’ psychological constructs and outcomes related to hybrid meat products.

Introduction

Rising global meat consumption exacerbates environmental and health challenges, while many consumers struggle to reduce their intake through plant-based alternatives alone. Hybrid meat products, combining plant-based and animal-derived components, offer a promising transition pathway toward more sustainable protein consumption. Although research on consumers’ psychological constructs and outcomes to hybrid meat products is growing, a comprehensive overview is lacking.

Inclusion criteria

The review will use the Population, Concept, Context (PCC) framework, focusing on consumers of any demographic who engage with hybrid meat products. It will include studies that examine at least one psychological construct (e.g., attitude) or outcome (e.g., acceptance) across various settings. Studies conducted in relevant contexts, such as retail environments, restaurants, or experimental settings, will be eligible for inclusion.

Methods

The review will follow the Joanna Briggs Institute (JBI) methodology and will be reported in accordance with PRISMA-ScR guidelines. A structured search of all relevant publications up to December 2025 will be carried out across multiple databases via EBSCOhost and PubMed. Eligible peer-reviewed English and Dutch articles will be selected based on predefined inclusion criteria. Titles, abstracts, and full texts will be screened sequentially, with reasons for exclusion recorded. Data will be extracted using a tailored extraction tool, with all modifications documented in the final review. The analysis will comprise frequency counts and a descriptive summary of key characteristics and themes, presented in tabular form.

Introduction

Meat consumption is a major contributor to climate change, with food production systems responsible for 30% of global greenhouse gas emissions [1]. The anticipated growth in global meat demand [2] raises additional concerns regarding resource use and sustainability [3]. Beyond environmental implications, high meat consumption is associated with several adverse health outcomes, including cardiovascular diseases, type 2 diabetes, and certain types of cancer [4]. It also contributes to the global obesity epidemic, prompting urgent calls to reduce meat consumption worldwide [4].

Despite these concerns, many consumers remain unmotivated or unsuccessful in reducing their intake of animal-based meat by substituting it with plant-based alternatives [5]. One promising approach to bridge the gap between plant-based and animal-derived products is hybrid meat; a product that combines animal meat with plant-based or alternative protein sources in varying proportions [5,6]. Hybrid meat offers not only a potential pathway toward reduced meat consumption but also opportunities for innovation that could reshape the food system and facilitate the acceptance of cultivated meat [7].

Interest in hybrid meat products is increasing [8]. For example, an online survey of 2,405 consumers in Denmark, Spain, and the United Kingdom found that at least 57% of respondents were willing to try hybrid meat products, and 46% were willing to purchase them [9]. However, studies investigating the factors influencing this growing interest have yielded mixed results. Several studies identify taste and sensory attributes as primary determinants of consumer appeal [6,1012]. In particular, hybrid meat products may achieve higher sensory acceptance compared with fully plant-based alternatives [8]. On the other hand, Grasso and Jaworska [6] found that negative evaluations were often driven by poor sensory quality rather than the hybrid concept itself. Beyond sensory characteristics, positive attitudes toward hybrid meat have also been linked to perceived sustainability and nutritional benefits [6,11]. Nevertheless, Banovic, Barone [10] reported that consumers’ environmental self-identity and health consciousness had little influence on their attitudes, suggesting that such personal values do not necessarily translate into acceptance.

Several reviews have examined consumer attitudes, perceptions, and behaviours toward protein alternatives [13] and meat analogues more broadly [14]. One recent review addressed consumer attitudes toward hybrid meat products, focusing on studies published between 2020 and 2022 [8]. However, no comprehensive review has yet investigated psychological constructs or outcomes related to hybrid meat consumption. Psychological constructs, defined as unobservable concepts that integrate patterns of thought, emotion, and behaviour into coherent units [15], are critical for understanding consumer motivations and designing effective communication and marketing strategies aimed at reducing meat consumption [14]. Given the expanding yet inconsistent literature, there is a clear need to systematically map existing evidence, clarify psychological drivers and barriers, and identify knowledge gaps. Moreover, comparing findings across socio-demographic groups and national contexts is essential for understanding broader market dynamics [6]. Insights from such work can inform targeted strategies to promote reduced meat consumption, for instance, by aligning interventions with populations or regions where consumption is highest or projected to increase [2]. Therefore, this scoping review aims to provide a comprehensive overview of existing evidence on consumers’ psychological constructs and outcomes toward hybrid meat products. The findings will help guide future research, inform product development, and support evidence-based policy design.

Materials and methods

This scoping review protocol is developed in accordance with the Preferred Reporting Items for Systematic review and Meta-Analysis Protocols (PRISMA-P) checklist [16] (See S1 Appendix). The proposed scoping review will be conducted following the methodological framework of the Joanna Briggs Institute (JBI) for scoping reviews [17] and reported in line with the Preferred Reporting Items for Scoping Reviews (PRISMA-ScR) guidelines [18].

Review question

The scoping review question will be guided by the following research question, formulated according to the Population–Concept–Context (PCC) framework (see Table 1): What is known about consumers’ psychological constructs and outcomes related to hybrid meat products?

Table 1. Population–concept–context (PCC) framework.

Type Description
Population Consumers of any age, gender, or demographic background. This includes individuals who are actual or potential purchasers, users, or evaluators of hybrid meat products.
Concept At least one psychological construct or outcome is measured. This includes, but is not limited to: behaviour; attitudes and perceptions; willingness to pay and purchase intention; sensory expectations and taste preferences; health, environmental, and ethical concerns; well-being; responses to marketing, labelling, packaging, and branding strategies, specifically related to hybrid meat products, defined as food products combining meat with plant-based or alternative protein sources.
Context All relevant contexts: retail, restaurants, experimental settings, and different geographic/cultural contexts.

In- and exclusion criteria

The review will include peer-reviewed articles published in English or Dutch, regardless of publication year, to ensure a comprehensive overview of both foundational and contemporary studies. The inclusion and exclusion criteria will be informed by the PCC- framework, as outlined in Table 1.

Studies focusing solely on fully plant-based or lab-grown meat alternatives without a hybrid element will be excluded. Similarly, studies examining only producer or retailer perspectives will be considered only if they also address aspects of consumer behaviour. Technical or food science studies without consumer data will not be included. Only peer-reviewed studies presenting original empirical data will be eligible; consequently, grey literature, conference abstracts, editorials, and purely narrative papers will be excluded. The scoping review will consider analytical observational studies, including prospective and retrospective cohort studies, case-control studies, and analytical cross-sectional studies. Descriptive observational designs, such as case series, individual case reports, and descriptive cross-sectional studies, will also be eligible for inclusion. Qualitative research that explores qualitative data will be included, encompassing methodologies such as phenomenology, grounded theory, ethnography, qualitative description, action research, and feminist research. Additionally, both experimental and quasi-experimental study designs, such as randomised controlled trials, non-randomised controlled trials, pre-post studies, and interrupted time series analyses, will be considered.

Search strategy

The search strategy will follow the three-step approach recommended in the JBI methodology for scoping reviews [17]. First, a preliminary search was conducted in MEDLINE (PubMed) in June 2025, chosen for its extensive coverage of literature in nutrition, health, and behavioural sciences, as well as its advanced search functionality and integration with related databases [19]. This initial search focused on the concept of the product (“hybrid meat”) to ensure that no relevant studies were overlooked. The concept of psychological constructs was not included in the search terms due to its broad and diverse nature, which cannot be effectively captured through keyword searches. Instead, articles will be assessed for psychological constructs during the screening phase. Titles, abstracts, and keywords of retrieved records were examined to identify relevant index terms and synonyms. To supplement this process, ChatGPT was consulted to identify additional terminology and variations associated with hybrid meat products, using the prompt ‘Generate database-appropriate synonyms and related terms for “hybrid meat” that can be used in a search string for both PubMed and EBSCOhost.’. The proposed synonyms were reviewed by the research team and incorporated into the search strategy where appropriate. New terms were cross-checked against MeSH. Based on this analysis, a comprehensive search strategy was developed (see S2 Appendix). The Boolean operator OR was used to combine synonymous terms and closely related concepts within the search strategy. MeSH terms were used where available to improve search precision. No filters or date restrictions will be applied to avoid the inadvertent exclusion of relevant studies. The final search will be conducted in January 2026 of all relevant publications up to December 2025 across multiple databases accessed via EBSCOhost, including APA PsycInfo, APA PsycArticles, Psychology and Behavioral Sciences Collection, CINAHL, Global Health, GreenFILE, and MEDLINE (PubMed). A cross-database adoption strategy will be used to ensure a comprehensive and systematic identification of relevant literature. The preliminary search strategy will be applied without modification during the final search. The reference lists of all included articles will be manually screened to identify additional relevant studies. These will be assessed at the full-text level to determine eligibility.

Study selection

All retrieved records will be imported into Microsoft Excel for deduplication. Titles will be screened against the predefined inclusion criteria by two independent reviewers (see Table 1). Potentially eligible articles will be subsequently screened at the abstract level and, if relevant, at the full-text level by two reviewers. Reasons for exclusion at the full-text stage will be systematically recorded according to PRISMA-ScR guidelines. Common exclusion codes will include: absence of psychological constructs (PSY), lack of relevance to hybrid meat (HM), insufficient data (DT), duplicate record (DUP), language not meeting inclusion criteria (LNG), or inaccessible full text (TXT). Any disagreements between reviewers will be resolved through discussion until consensus is reached. A narrative summary of the selection process will be provided, accompanied by a PRISMA-ScR flow diagram to ensure transparent reporting. The record screening is expected to be completed by January 2026.

Data extraction

Data from included studies will be extracted by two independent reviewers using a customised data extraction tool developed by the research team in Microsoft Excel (see S3 Appendix). Key data items will include: (1st) author, publication year, country of study, study design, study aim, participant characteristics, product type, psychological construct(s), main findings, and reported research gaps. The data extraction tool may be refined iteratively throughout the review process. Any modifications will be documented and justified in the final review report. Discrepancies will be resolved through discussion or, if necessary, consultation with an additional reviewer. When required, study authors will be contacted for clarification or to obtain missing information. Data extraction is expected to be completed by February 2026.

Data analysis and presentation

Data will be analysed descriptively, in line with JBI and PRISMA-ScR recommendations. A frequency analysis will summarise study characteristics, including country, design, and methodology. A qualitative descriptive synthesis will then summarise key constructs, product types, findings, and identified research gaps. Emergent themes will be identified through thematic grouping of psychological constructs and outcomes. Results will be presented narratively and in tabular form to provide a clear and comprehensive overview of the existing evidence base. We anticipate that the study findings will be available in April 2026.

Supporting information

S1 Appendix. PRISMA-P 2015 checklist.

(DOCX)

pone.0343059.s001.docx (19KB, docx)
S2 Appendix. Search Strategy.

(DOCX)

pone.0343059.s002.docx (14.5KB, docx)
S3 Appendix. Data Extraction Form.

(DOCX)

pone.0343059.s003.docx (14.7KB, docx)

Data Availability

All available data will be made publicly available on the Open Science Framework (OSF; DOI: 10.17605/OSF.IO/8UWVS; accessible at https://osf.io/mhpgf).

Funding Statement

The author(s) received no specific funding for this work.

References

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Decision Letter 0

António Raposo

7 Jan 2026

Dear Dr. Pekdemir,

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Comments to the Author

1. Does the manuscript provide a valid rationale for the proposed study, with clearly identified and justified research questions?

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Reviewer #2: Yes

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2. Is the protocol technically sound and planned in a manner that will lead to a meaningful outcome and allow testing the stated hypotheses??>

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Reviewer #2: Partly

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Reviewer #1: Yes

Reviewer #2: No

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Reviewer #2: No

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Reviewer #2: Yes

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You may also provide optional suggestions and comments to authors that they might find helpful in planning their study.

Reviewer #1: Dear Authors,

The manuscript presents a well-defined scoping review protocol, addressing a current and relevant topic in light of the environmental and health challenges associated with meat consumption. The introduction is clear, well-structured, and contextualizes hybrid meat products as a promising strategy for transitioning to more sustainable dietary patterns, demonstrating theoretical consistency and good articulation with existing literature.

As suggestions for methodological improvement, in the methods section, note that the manuscript presents separate subtopics, such as research question, inclusion and exclusion criteria, and types of sources. We suggest that these contents be kept integrated into the larger topic "Methods," in accordance with the recommendations of the Joanna Briggs Institute. Furthermore, the content currently presented in the subtopic "Types of sources" could be directly incorporated into the inclusion criteria, contributing to greater clarity and organization of the text. It is also recommended that the manuscript include at least the main descriptors used in a standardized way in the search strategies, even if the complete strategies are available in supplementary material, in order to strengthen the transparency and reproducibility of the protocol. Finally, it is suggested to include page numbering corresponding to the items of the PRISMA-P checklist, facilitating the monitoring of compliance with reporting guidelines.

Overall, this is a methodologically consistent protocol, well aligned with international guidelines for scoping reviews and with the potential to offer a relevant contribution to the field. With minor adjustments to the organization and presentation of the method, the manuscript is likely to be further strengthened.

Reviewer #2: The use of AI is explicitly stated, which is positive in terms of transparency. However, the description is insufficiently detailed to guarantee reproducibility: It does not explain how ChatGPT was used (general prompt, iterative refinement, validation by experts). Furthermore, it is unclear whether the terms suggested by the AI were checked against controlled vocabularies (MeSH, APA Thesaurus, CINAHL Headings).

There is a potential incongruity: a preliminary search in June 2025 and a final search scheduled for January 2026. It would be important to clarify whether the strategy will be updated or revalidated before the final search, especially considering the use of emerging terms in an innovative field such as hybrid foods.

Although it is mentioned that the complete strategy is in Appendix 2, the main text could indicate: the use of Boolean operators; the searched fields (ti, ab, kw); and the cross-database adaptation strategy.

**********

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Reviewer #1: Yes: Rodrigo Assis Neves Dantas Dantas

Reviewer #2: No

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PLoS One. 2026 Feb 18;21(2):e0343059. doi: 10.1371/journal.pone.0343059.r002

Author response to Decision Letter 1


26 Jan 2026

Dear Reviewers,

Thank you very much for your feedback. We hereby respond to the points raised:

1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming. The PLOS ONE style templates can be found at https://journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf and https://journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf

We have rechecked the PLOS ONE style requirements and confirm that we fully meet the PLOS ONE’s style requirements now.

2. When completing the data availability statement of the submission form, you indicated that you will make your data available on acceptance. We strongly recommend all authors decide on a data sharing plan before acceptance, as the process can be lengthy and hold up publication timelines. Please note that, though access restrictions are acceptable now, your entire data will need to be made freely accessible if your manuscript is accepted for publication. This policy applies to all data except where public deposition would breach compliance with the protocol approved by your research ethics board. If you are unable to adhere to our open data policy, please kindly revise your statement to explain your reasoning and we will seek the editor's input on an exemption. Please be assured that, once you have provided your new statement, the assessment of your exemption will not hold up the peer review process.

All available data will be made publicly available on the Open Science Framework. We have received a confirmation on January 26, 2026 from Plos ONE that the information was updated on our behalf. We have received the instruction to not include it in the Manuscript itself as the data availability statement will be published alongside our manuscript should it be accepted for publication.

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We have added the heading “Supporting Information” to the manuscript. Furthermore, we have updated the captions of the supporting materials to S1 Appendix: PRISMA-P 2015 Checklist, S2 Appendix: Search Strategy, and S3 Appendix: Data Extraction Form. We also updated the in-text citations accordingly to refer to S1 Appendix, S2 Appendix, and S3 Appendix.

4. We are unable to open your Supporting Information file “PRISMA-P checklist - seperate file.docx”. Please kindly revise as necessary and re-upload.

The updated PRISMA P-checklist is now attached in PDF format in the appendix.

5. If the reviewer comments include a recommendation to cite specific previously published works, please review and evaluate these publications to determine whether they are relevant and should be cited. There is no requirement to cite these works unless the editor has indicated otherwise.

Not applicable.

6. Please review your reference list to ensure that it is complete and correct. If you have cited papers that have been retracted, please include the rationale for doing so in the manuscript text, or remove these references and replace them with relevant current references. Any changes to the reference list should be mentioned in the rebuttal letter that accompanies your revised manuscript. If you need to cite a retracted article, indicate the article’s retracted status in the References list and also include a citation and full reference for the retraction notice.

The reference list has been reviewed and no additional changes were made.

Reviewer #1:

Dear Authors,

- The manuscript presents a well-defined scoping review protocol, addressing a current and relevant topic in light of the environmental and health challenges associated with meat consumption. The introduction is clear, well-structured, and contextualizes hybrid meat products as a promising strategy for transitioning to more sustainable dietary patterns, demonstrating theoretical consistency and good articulation with existing literature.

Thank you very much.

- As suggestions for methodological improvement, in the methods section, note that the manuscript presents separate subtopics, such as research question, inclusion and exclusion criteria, and types of sources. We suggest that these contents be kept integrated into the larger topic "Methods," in accordance with the recommendations of the Joanna Briggs Institute.

Thank you very much for your suggestions. We changed this as suggested.

- Furthermore, the content currently presented in the subtopic "Types of sources" could be directly incorporated into the inclusion criteria, contributing to greater clarity and organization of the text.

We have deleted the sub-heading ‘types of sources’, so that this section is directly incorporated into the inclusion criteria.

- It is also recommended that the manuscript include at least the main descriptors used in a standardized way in the search strategies, even if the complete strategies are available in supplementary material, in order to strengthen the transparency and reproducibility of the protocol.

In order to strengthen the transparency and reproducibility of the protocol the following sentences have been added to the text:

‘’The Boolean operator OR was used to combine synonymous terms and closely related concepts within the search strategy.’’

‘’MeSH terms were used where available to improve search precision.’’

‘’A cross-database adoption strategy will be used to ensure a comprehensive and systematic identification of relevant literature.’’

- Finally, it is suggested to include page numbering corresponding to the items of the PRISMA-P checklist, facilitating the monitoring of compliance with reporting guidelines.

This is done in the updated PRISMA P-checklist attached in the appendix. See also our response to the editor.

- Overall, this is a methodologically consistent protocol, well aligned with international guidelines for scoping reviews and with the potential to offer a relevant contribution to the field. With minor adjustments to the organization and presentation of the method, the manuscript is likely to be further strengthened.

Thank you very much.

Reviewer #2:

- The use of AI is explicitly stated, which is positive in terms of transparency. However, the description is insufficiently detailed to guarantee reproducibility: It does not explain how ChatGPT was used (general prompt, iterative refinement, validation by experts). Furthermore, it is unclear whether the terms suggested by the AI were checked against controlled vocabularies (MeSH, APA Thesaurus, CINAHL Headings).

Thank you very much for your feedback. We have detailed the description of using ChatGPT by including the following text:

‘’To supplement this process, ChatGPT was consulted to identify additional terminology and variations associated with hybrid meat products, using the prompt ‘Generate database-appropriate synonyms and related terms for “hybrid meat” that can be used in a search string for both PubMed and EBSCOhost.’. The proposed synonyms were reviewed by the research team and incorporated into the search strategy where appropriate. New terms were cross-checked against MeSH.’’

- There is a potential incongruity: a preliminary search in June 2025 and a final search scheduled for January 2026. It would be important to clarify whether the strategy will be updated or revalidated before the final search, especially considering the use of emerging terms in an innovative field such as hybrid foods.

Thank you very much for bringing this point to our attention. The strategy remained unchanged for the final search, as we believe it remains current and appropriate for the field. For clarity, we have added the following sentence to the manuscript: ‘’The preliminary search strategy will be applied without modification during the final search as it remained appropriate.’’

- Although it is mentioned that the complete strategy is in Appendix 2, the main text could indicate: the use of Boolean operators; the searched fields (ti, ab, kw); and the cross-database adaptation strategy.

The following sentences have been added to the manuscript for further clarification:

‘’The Boolean operator OR was used to combine synonymous terms and closely related concepts within the search strategy.’’

‘’MeSH terms were used where available to improve search precision.’’

‘’A cross-database adoption strategy will be used to ensure a comprehensive and systematic identification of relevant literature.’’

Attachment

Submitted filename: Response to Reviewers.docx

pone.0343059.s004.docx (21.8KB, docx)

Decision Letter 1

António Raposo

1 Feb 2026

Consumers’ Psychological Constructs regarding Hybrid Meat Products: a Scoping Review Protocol

PONE-D-25-63842R1

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Reviewer #1: Yes: Rodrigo Assis Neves Dantas Dantas

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Acceptance letter

António Raposo

PONE-D-25-63842R1

PLOS One

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Associated Data

    This section collects any data citations, data availability statements, or supplementary materials included in this article.

    Supplementary Materials

    S1 Appendix. PRISMA-P 2015 checklist.

    (DOCX)

    pone.0343059.s001.docx (19KB, docx)
    S2 Appendix. Search Strategy.

    (DOCX)

    pone.0343059.s002.docx (14.5KB, docx)
    S3 Appendix. Data Extraction Form.

    (DOCX)

    pone.0343059.s003.docx (14.7KB, docx)
    Attachment

    Submitted filename: Response to Reviewers.docx

    pone.0343059.s004.docx (21.8KB, docx)

    Data Availability Statement

    All available data will be made publicly available on the Open Science Framework (OSF; DOI: 10.17605/OSF.IO/8UWVS; accessible at https://osf.io/mhpgf).


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