Evidence map›Paper›PMID 41889387›Full record

ArticleEnvironmental and occupational health practice2026

Changes in body weight, awareness, and behaviors among workers participating in an online specific health guidance program incorporating multiple nudges: a process evaluation.

Masaki Takebayashi, Chieko Kashiwado, Yudai Kaneda, Shino Ohhata, Tatsuya Koyama

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Article in Environmental and occupational health practice, 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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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Masaki TakebayashiGraduate School of Health Sciences, Aomori University of Health and Welfare, Aomori, Japan.ORCID https://orcid.org/0000-0002-7221-4126
Chieko KashiwadoDigital Health Promotion Department, ADVANTAGE Risk Management Co., Ltd., Tokyo, Japan.ORCID https://orcid.org/0009-0006-3985-1824
Yudai KanedaClinical Research Center, Jyoban Hospital of Tokiwa Foundation, Iwaki, Japan.ORCID https://orcid.org/0000-0001-8302-9439
Shino OhhataDigital Health Promotion Department, ADVANTAGE Risk Management Co., Ltd., Tokyo, Japan.ORCID https://orcid.org/0009-0001-6261-7810
Tatsuya KoyamaNational Institute of Biomedical Innovation, Health and Nutrition, National Institute of Health and Nutrition, Settsu, Japan.ORCID https://orcid.org/0009-0003-7624-3498

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: In Japan, specific health guidance (SHG) - comprising intensive and motivational support - has increasingly incorporated nudges and online modalities to prevent metabolic syndrome. This practice aimed to conduct a process evaluation of an online SHG program that integrated multiple nudges by examining changes in body weight, health awareness, and health-related behaviors. Methods: A 100-day online SHG program was conducted within a health insurance association of a Japanese securities firm. The program included three group seminars, individual counseling, self-monitoring via a mobile application, and distribution of video content. In addition to health education, multiple nudges (eg, implementation intention and commitment nudges) were embedded throughout the program. Results: The analysis included 181 respondents (94 intensive; 87 motivational) who completed follow-up surveys. Improvements were observed across most outcomes; for example, 51.4% of participants experienced weight reduction (56.4% in the intensive group and 46.0% in the motivational group). Notably, the proportion of participants engaging in self-weighing more than once per week increased substantially, from 39.4% to 83.0% in intensive support group (Cohen's Conclusions: The combination of multiple nudges and health education can have promoted engagement in healthy behaviors. This practice has limitations such as not assessing long-term outcomes. To overcome them, a longitudinal study using multi-year health checkup data is planned.

Indexed as

employeemetabolic syndromenudgingoccupational healthspecific health guidance

Identifiers

PMID41889387
PMCPMC13012898

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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.