Evidence map›Paper›PMID 42494634›Full record

ArticleFrontiers in plant science2026

Assessing the role of variety renewal in enhancing agro-product regional public brand value: a case study of Gaizhou grapes.

Ruilong Zhang, Jutao Zeng, Xiaoli Yang

Abstract read
In one paragraph

Article in Frontiers in plant science, 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

3 authors.

Ruilong ZhangSchool of Economics and Management, Liaoning University of Traditional Chinese Medicine, Shenyang, China.
Jutao ZengSchool of Economics and Management, Liaoning University of Traditional Chinese Medicine, Shenyang, China.
Xiaoli YangCollege of Economics and Management, Shenyang Agricultural University, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Analyzing the stability of agro-product regional public brands from the perspective of variety renewal can address the shortcomings of existing micro-level research. Using Gaizhou grapes in Liaoning Province, China, as a case study, this study examines the large-scale replacement of the traditional Kyoho grape with Shine Muscat and explores how variety renewal affects farmers' production and economic outcomes. Methods: Ordinary least squares (OLS), instrumental variable (IV), and quantile regression models were employed to estimate the effects of variety renewal on grape yield, income, and unit prices. The average value of variety renewal choices among other farmers in the same village was used as an instrumental variable to address potential endogeneity. Results: The results show that variety renewal reduces grape yield but significantly increases farmers' total income and unit prices. The IV estimates confirm the robustness of these findings. The quantile regression results reveal substantial heterogeneity in the effects of variety renewal across renewal patterns and different points of the yield, revenue, and unit price distributions. Full renewal is more likely to improve revenue and unit prices among farmers at higher revenue or quality levels, whereas its yield effects are less favorable among farmers with medium or lower yield levels. By contrast, partial renewal tends to generate weaker economic gains and may even reduce yield or revenue among farmers at medium outcome levels. Discussion: Rising production costs are an important factor contributing to the divergence between yield and income outcomes. Farmer training, improved access to information, enhanced online sales capability, stronger social learning, and greater social capital can mitigate yield losses associated with variety renewal to varying degrees, although their moderating effects differ across farm-scale groups. Overall, the findings indicate that variety renewal can enhance the value of regional agricultural products and support farmers' income growth, but its benefits depend on the degree of renewal, farm scale, and farmers' capabilities. This study provides empirical evidence for promoting agricultural brand upgrading and designing differentiated strategies for sustainable rural income growth.

Indexed as

agro-product regional public brandfarmer incomerural developmentsustainable horticulturevariety renewal

Identifiers

PMID42494634
PMCPMC13391274

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.