Evidence map›Paper›PMID 40426410›Full record

ArticleBehavioral sciences (Basel, Switzerland)2025

Economic Rationality and Health Behavior: Investigating the Link Between Financial Literacy and the BMI.

Kota Ogura, Honoka Nabeshima, Tomoka Kiba, Sakiho Aizawa, Hibiki Nagahama, Haruka Izumi, Mostafa Saidur Rahim Khan, Yoshihiko Kadoya

Abstract read
In one paragraph

Article in Behavioral sciences (Basel, Switzerland), 2025. 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

8 authors.

Kota OguraSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.
Honoka NabeshimaSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.
Tomoka KibaSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.
Sakiho AizawaSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.
Hibiki NagahamaSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.
Haruka IzumiSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.
Mostafa Saidur Rahim KhanSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.ORCID 0000-0003-2632-3580
Yoshihiko KadoyaSchool of Economics, Hiroshima University, 1-2-1 Kagamiyama, Higashihiroshima 7398525, Japan.ORCID 0000-0003-3530-164X

Funding

JSPS KAKENHI JP23K25534, 24K21417, and JP23K12503Rakuten Securities
6 · The paper itself

Abstract

Obesity is a major global health concern related to chronic diseases and rising healthcare costs. While previous studies focused on diet habits, environmental issues, and physical activity, financial literacy remains an overlooked factor in weight management. This study examined the relationship between financial literacy and the body mass index (BMI), using financial literacy as a proxy for rational health decision-making. A quantitative approach was employed, where linear regression analyzed the BMI as a continuous variable and a probit regression assessed overweight, normal weight, and underweight categories. A nationwide survey, the Preference Parameter Study, conducted by Osaka University, Japan, in the United States, provided the data for this study. The results indicate a significant negative association between financial literacy and the BMI, with higher financial literacy linked to a lower BMI and a greater likelihood of maintaining a normal weight. The key control variables, including impatience, gender, education, income, and smoking, also significantly affected the BMI. These findings reflect a strong correlation between financial literacy and the weight status; however, due to data limitations, causal inferences could not be made. We acknowledge the potential endogeneity and the cross-sectional nature of the data as limitations. Thus, while our results suggest a potential role for financial literacy in promoting rational health behavior, the policy implications should be interpreted with caution. Future research should explore targeted interventions across various demographic groups to maximize the impact.

Indexed as

BMIfinancial literacyhealth investmentobesity preventionrational decision-making

Identifiers

PMID40426410
PMCPMC12109315

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.