ArticleJournal of applied gerontology : the official journal of the Southern Gerontological Society2026
The Association Between Urbanization and Frailty Status in China.
Hillary B Spangler, David H Lynch, Annie Green Howard, Hsiao-Chuan Tien, Shufa Du, Bing Zhang, Huijun Wang, Penny Gordon-Larsen, John A Batsis
Abstract read
In one paragraphArticle in Journal of applied gerontology : the official journal of the Southern Gerontological Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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0cells of the map it votes in
0citing papers in PubMed
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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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors and funding
9 authors.
David H LynchUniversity of North Carolina School of Medicine, Chapel Hill, NC, USA.
Annie Green HowardUniversity of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Hsiao-Chuan TienUniversity of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Shufa DuUniversity of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Bing ZhangNational Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing, China.
Huijun WangNational Institute for Nutrition and Health, Chinese Center for Disease Control and Prevention, Beijing, China.
Penny Gordon-LarsenUniversity of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Funding
UNIV OF NORTH CAROLINA CLINICAL NUTRITION RESEARCH UNITP30DK056350 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Venkata Saroja Voruganti · 1999 to 2026
$31.6MMONITORING SOCIAL CHANGE: HEALTH, REPRODUCTION, AGINGR01HD030880 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ADAIR, LINDA S, POPKIN, BARRY M · 1994 to 2024
$27.0MProgram Development (Pilot) CoreP30AG066615 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI TAYLOR HARGROVE · 2020 to 2026
$4.1MMonitoring Social Change: Dynamics Of Aging And Cognitive FunctionR01AG065357 · NIA · UNIV OF NORTH CAROLINA CHAPEL HILL · PI ADAIR, LINDA S, POPKIN, BARRY M · 2020 to 2024
$3.6MEmergence of Cardiometabolic Risk Across the Lifecycle in ChinaR01HL108427 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI GORDON-LARSEN, PENNY · 2012 to 2015
$2.7MTransition to a Western diet and cardiometabolic risk: biomarkers derived from the microbiomeR01DK104371 · NIDDK · UNIV OF NORTH CAROLINA CHAPEL HILL · PI GORDON-LARSEN, PENNY · 2015 to 2018
$2.5MNutrition-Related NCD Prevention Training in ChinaD43TW009077 · FIC · UNIV OF NORTH CAROLINA CHAPEL HILL · PI POPKIN, BARRY M · 2011 to 2015
$1.1MFIC NIH HHS D43 TW009077NHLBI NIH HHS R01 HL108427NIA NIH HHS P30 AG066615NIA NIH HHS R01 AG065357NICHD NIH HHS R01 HD030880NIDDK NIH HHS P30 DK056350NIDDK NIH HHS R01 DK104371
6 · The paper itselfAbstract
PubMed holds no abstract for this paper.
Indexed as
Frail ElderlyFrailtyGeriatric AssessmentUrbanizationAgedAged, 80 and overChinaFemaleHumansLogistic ModelsMaleMiddle AgedNutrition SurveysRisk Factorsfrailtyfrailty indexgeriatricshealth disparitiesrural
Identifiers
PMID40326622
PMCPMC12348366
What Socratic holds
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LicenceCC BY-NC
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