Evidence map›Paper›PMID 40647341›Full record

ArticleNutrients2025

Association Between the Korean Healthy Eating Index (KHEI) and Healthcare Costs Among Adults: The Korea National Health and Nutrition Examination Survey (KNHANES) 2016 and 2021.

Soyoung Kim, Minseon Park

Abstract read
In one paragraph

Article in Nutrients, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
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2citing papers in PubMed
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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

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Soyoung KimDepartment of Family Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Republic of Korea.ORCID 0009-0003-8893-7809
Minseon ParkDepartment of Family Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Republic of Korea.ORCID 0000-0001-6120-8356

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND/

objectivesThis cross-sectional study examined the association between diet quality, measured by the Korean Healthy Eating Index (KHEI), and medical expenditures among Korean adults.

methodsWe used data from the Korea National Health and Nutrition Examination Survey (2016-2021). Adults aged ≥20 years with complete data on diet, sociodemographics, and healthcare use were included. Medical costs were estimated from self-reported service use and converted to USD. KHEI scores were categorized into quartiles. Multivariable linear regression was used to assess the association between KHEI quartiles and log-transformed costs. Subgroup analyses were conducted by age (<57 vs. ≥57 years), and sensitivity analyses treated KHEI as a continuous variable. A two-part model addressed skewed, zero-inflated cost data.

resultsCompared to Q1, participants in Q4 had significantly lower inpatient (β = -0.080; 95% CI: -0.139 to -0.020) and total costs (β = -0.086; 95% CI: -0.144 to -0.027). In the younger group, Q4 was associated with lower total costs (β = -0.115; 95% CI: -0.198 to -0.031). Higher continuous KHEI scores were also linked to lower costs. In the two-part model, Q4 participants had a higher probability of incurring any cost but lower conditional costs (Q3 vs. Q1: β = -0.173; Q4 vs. Q1: β = -0.160; both

conclusionsHigher diet quality was associated with reduced healthcare costs in Korean adults, especially among younger individuals. Promoting healthy eating may help lower economic burdens in aging societies.

Indexed as

Diet, HealthyHealth Care CostsAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysRepublic of KoreaYoung Adultdiet qualityhealthcare costshealthcare utilizationKNHANESKorean Healthy Eating Index

Identifiers

PMID40647341
PMCPMC12251669

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