Evidence map›Paper›PMID 42521386›Full record

ArticleInternational journal of nursing sciences2026

Associations of dietary patterns, dietary motivations, and nutritional status with skeletal muscle mass in Chinese older adults: A structural equation modeling study.

Lina Wu, Hui Feng, Yanzhao Ma, Jianyin Li, Shouzhen Cheng

Abstract read
In one paragraph

Article in International journal of nursing sciences, 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

5 authors.

Lina WuSchool of Nursing, Sun Yat-sen University, Guangzhou, China; Xiangya School of Nursing, Central South University, Changsha, China.
Hui FengXiangya School of Nursing, Central South University, Changsha, China.
Yanzhao MaThe First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Jianyin LiThe First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Shouzhen ChengThe First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China. Electronic address: 2218351641@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis study aimed to explore the relationships between dietary patterns, motivation, nutritional status, and skeletal muscle mass guided by the Self-Determination Theory.

methodsThis study employed a cross-sectional design. We invited 249 older adults using the convenience sampling method from suburban and rural areas of Hunan Province from April to December 2023. Data were collected using the Eating Motivation Survey (TEMS), the Mini Nutritional Assessment-Short Form (MNA-SF), and the Chinese version of the Food Frequency Questionnaire (FFQ). Bioelectrical Impedance Analysis was used to assess body composition, with skeletal muscle mass standardized using the Relative Skeletal Muscle Index (RSMI). Principal component analysis (PCA) was employed to extract dietary patterns, and structural equation modeling (SEM) was used to assess interaction paths.

resultsTwo distinct dietary patterns emerged. Dietary motivation-shaped by gender and educational background-exhibited significant direct effects on skeletal muscle mass (β = 0.162, P < 0.001), nutritional status (β = 0.278, P < 0.001), and dietary patterns (pattern 1: β = 0.124, P = 0.050; pattern 2: β = 0.272, P < 0.001). Dietary patterns also had direct effects skeletal muscle mass (pattern 1: β = 0.338, P < 0.001; pattern 2: β = 0.430, P < 0.001). Moreover, dietary patterns directly affect nutritional status (pattern 1: β = 0.064, P < 0.001; pattern 2: β = 0.649, P < 0.001), and nutritional status exerted a significant direct effect on skeletal muscle mass (β = 0.177, P = 0.008), supporting a further indirect pathway from dietary patterns to skeletal muscle mass via nutritional status.

conclusionsDietary motivation can directly influence dietary patterns. Both dietary motivation and dietary patterns can directly affect skeletal muscle mass and also have indirect effects by improving nutritional status. These findings underscore the necessity for tailored, motivation-based interventions in older adults to enhance dietary adherence and muscle health outcomes.

Indexed as

DietFeeding BehaviorMotivationMuscle, SkeletalNutritional StatusAgedAged, 80 and overBody CompositionChinaCross-Sectional StudiesFemaleHumansLatent Class AnalysisMaleSurveys and QuestionnairesDietary motivationDietary patternNutritional statusSarcopeniaSkeletal muscle massStructural equation modeling

Identifiers

PMID42521386
PMCPMC13424163

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.