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ArticleFrontiers in nutrition2026

The knowledge-behavior gap in nutritional literacy and its associations with chronic disease in older adults: a mediation analysis.

Jingyun Zeng, Pinyue Tao, Lichong Lai, Haichen Wu, Shuyu Lu, Dongmei Huang, Pengxin Dong, Huiming Zhou, Zhixin Li, Haowei Liu and 3 more

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

13 authors.

Jingyun Zeng *Department of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Pinyue Tao *Department of Anesthesiology, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Lichong LaiDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Haichen WuDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Shuyu LuDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Dongmei HuangDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Pengxin DongDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Huiming ZhouDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Zhixin LiDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Haowei LiuDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Yidan ChaiDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Ping HuangDepartment of Nursing, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.
Huiqiao HuangOffice of the Party Committee, The Second Affiliated Hospital of GuangXi Medical University, Nanning, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: This study employs the Knowledge, Attitude, and Practice (KAP) model to examine the association between nutritional literacy and chronic disease occurrence among older adults in Guangxi, China, aiming to reveal the existence and mechanism of the "knowledge-behavior gap" in the adults' nutritional literacy. Methods: From May to September 2025, a stratified random sampling method was utilized to conduct a questionnaire survey on nutritional literacy and chronic diseases among 9,249 urban and rural older adults from four cities in Guangxi. Factors influencing nutritional literacy were analyzed through multiple linear regression, and mediation effect testing using bootstrapping with 5,000 resamples. Results: This study revealed an average nutritional literacy score of 73.60 ± 9.80; besides, totally 4,024 participants (43.82%) suffered from chronic diseases. The total nutritional literacy and "behavior and skills" dimension scores were shown to be significantly higher in healthy older adults than those with chronic diseases ( Conclusions: This study clarifies the existence of a knowledge-behavior gap in the nutritional literacy of older adults in Guangxi and the masking role played by nutritional knowledge and understanding in the relationship between nutritional literacy and chronic disease prevention/management. As a result, chronic disease prevention and management efforts should extend beyond the mere dissemination of theoretical knowledge to encompass intervention strategies centered on behavior promotion and skills training, aiming to realize their potential health benefits.

Indexed as

and practice modelattitudechronic diseaseknowledgemasking effectmediation analysisnutritional literacyolder adult

Identifiers

PMID42039902
PMCPMC13105958

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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.