Evidence map›Paper›PMID 42898119›Full record

ArticleFrontiers in public health2026

Dietary diversity and healthy life expectancy among Chinese older adults: a multistate analysis of CLHLS, 2008-2018.

Jiaqi Shi, Shimin Su, Yumeng Zhang, Tingting Xu, Huiling Dong, Bingyi Wu, Zhenhua Feng

Abstract read
In one paragraph

Article in Frontiers in public health, 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

7 authors.

Jiaqi ShiSchool of Management, Shandong Second Medical University, Weifang, China.
Shimin SuCollege of Liberal Arts and Social Sciences, City University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Yumeng ZhangSchool of Management, Shandong Second Medical University, Weifang, China.
Tingting XuSchool of Psychology, Shandong Second Medical University, Weifang, China.
Huiling DongSchool of Nursing, Shandong Second Medical University, Weifang, China.
Bingyi WuSchool of Management, Shandong Second Medical University, Weifang, China.
Zhenhua FengSchool of Marxism, China University of Petroleum, East China, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study estimated healthy life expectancy (HLE) among Chinese older adults across varying levels of dietary diversity, and examined sex and urban-rural differences. Methods: Drawing on the Chinese Longitudinal Healthy Longevity Survey (CLHLS) from 2008 to 2018, data on 9,953 older adults aged 65 years and older were included. Transition probabilities among health statuses were estimated. Further, a microsimulation model was used to calculate life expectancy (LE), HLE, and HLE/LE for older adults with varying levels of dietary diversity. Sex and urban-rural differences were also examined descriptively. Results: Compared with older adults with low dietary diversity, those with high dietary diversity exhibited a higher probability of transitioning from health to disability. However, they also exhibited a greater likelihood of recovering from disability and returning to health. Additionally, older adults with high dietary diversity exhibited lower transition probabilities to death from both health and disability. Across all age groups, older adults with high dietary diversity had higher LE and HLE values, albeit with lower HLE/LE ratios. At age 65, the difference in LE between the low- and high-dietary-diversity groups was 1.26 years [14.54 years (95% CI: 14.42-15.34) versus 15.80 years (95% CI: 15.55-16.17)]. Meanwhile, the corresponding difference in HLE was 0.90 years [13.32 years (95% CI: 13.25-13.95) versus 14.22 years (95% CI: 13.91-14.58)]. Stratified analyses further indicated that differences in HLE between dietary diversity groups were consistently observed across sex and urban-rural residence groups. Descriptively, the differences appeared larger among men and urban residents. Conclusion: Higher dietary diversity was associated with a higher probability of transition from disability to health, lower probabilities of transition from either health or disability to death, and higher LE and HLE. These associations were observed across sex and urban-rural residence groups. Descriptively, larger differences in HLE between dietary diversity groups were observed among males and urban residents.

Indexed as

DietHealthy Life ExpectancyLife ExpectancyAgedAged, 80 and overChinaEast Asian PeopleFemaleHumansLongitudinal StudiesMaleRural PopulationUrban Populationdietary diversityhealthy life expectancylife expectancymicrosimulationolder adults

Identifiers

PMID42898119
PMCPMC13677373

What OpenQuestion holds

Textmetadata
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.