Evidence map›Paper›PMID 40428591›Full record

ArticleFoods (Basel, Switzerland)2025

Omnichannel and Product Quality Attributes in Food E-Retail: A Choice Experiment on Consumer Purchases of Australian Beef in China.

Yaochen Hou, Shoufeng Cao, Kim Bryceson, Phillip Currey, Asif Yaseen

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 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

5 authors.

Yaochen HouArafura Strategic Advisory Ltd., Sheung Wan 00852, Hong Kong.
Shoufeng CaoSchool of Agriculture and Food Sustainability (AGFS), The University of Queensland, Brisbane, QLD 4072, Australia.ORCID 0000-0001-5178-7454
Kim BrycesonSchool of Agriculture and Food Sustainability (AGFS), The University of Queensland, Brisbane, QLD 4072, Australia.ORCID 0000-0002-2726-4562
Phillip CurreySchool of Agriculture and Food Sustainability (AGFS), The University of Queensland, Brisbane, QLD 4072, Australia.ORCID 0000-0003-4221-0690
Asif YaseenSchool of Agriculture and Food Sustainability (AGFS), The University of Queensland, Brisbane, QLD 4072, Australia.

Funding

SC-UQ PhD Scholarship with a Top Up from Meat and Livestock Australia V.RHM.0042
6 · The paper itself

Abstract

With the rise of omnichannel (OC) retailing in food e-retail, understanding how OC retailing and product quality attributes influence consumer purchasing behaviour and value perceptions is crucial for developing e-retail strategies and enhancing consumer services. This study examined their impacts on Chinese consumers' purchases of Australian beef (brisket) through a discrete choice experiment in Beijing, Shanghai, Guangzhou and Shenzhen and analysed 872 valid responses using multinomial logit, random parameter logit, and latent class models. Our findings reveal that Chinese consumers prefer buying Australian brisket via OC apps and offline stores, paying approx. 44% and 134% more per 500 g, respectively, compared to self-operated e-commerce stores. Brand, manufacturer and origin traceability are key quality attributes, with additional paid for brisket manufactured and packaged in Australia (under Australian brands) and featuring the MLA "True Aussie Beef" label over QR codes. This study also identified four distinct consumer clusters: (i) premium shoppers, (ii) channel and traceability-oriented shoppers, (iii) omnichannel and price-oriented shoppers and (iv) tech-savvy and discerning shoppers, highlighting varying sensitivities to e-retail channels and product attributes. These findings offer strategic and actionable insights for Australian beef exporters and OC retailers seeking to optimise consumer engagement and value creation in China's evolving e-retail landscape.

Indexed as

Australian beefconsumer perceptiondiscrete choice experimente-retailomnichannel retailingproduct attributepurchase behaviourwillingness to pay

Identifiers

PMID40428591
PMCPMC12111427

What OpenQuestion holds

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LicenceCC BY
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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.