Evidence map›Paper›PMID 40680270›Full record

ArticleJMIR formative research2025

Addressing the Ethical, Legal, and Social Issues of Healthtech in Education: Insights From Japan.

Motofumi Sumiya, Tomoko Nishimura, Kyoko Aizaki, Ikue Hirata, Nobuaki Tsukui, Yuko Osuka, Manabu Wakuta, Atsushi Senju

Abstract read
In one paragraph

Article in JMIR formative research, 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
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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.

Motofumi SumiyaResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0000-0002-2021-0414
Tomoko NishimuraResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0000-0002-4776-5153
Kyoko AizakiResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0000-0002-2059-784X
Ikue HirataResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0009-0006-8331-6984
Nobuaki TsukuiResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0009-0003-0009-4238
Yuko OsukaResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0000-0002-7047-9841
Manabu WakutaResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0009-0004-8096-8093
Atsushi SenjuResearch Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka, Japan.ORCID 0000-0002-8081-7170

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing application of health technology (healthtech) in educational settings, particularly for monitoring students' mental health, has garnered significant attention. These technologies, which range from wearable devices to digital mental health screenings, offer new opportunities for enhancing student well-being and strengthening support systems. Numerous studies have explored the ethical, legal, and social issues (ELSIs) of healthtech in the field of psychiatry, highlighting its potential benefits while also acknowledging the inherent complexities and risks that demand careful consideration. However, the ELSIs related to the use of healthtech in educational settings remain largely overlooked and insufficiently addressed. This study provides an overview of items that should be considered by researchers, teachers, and education boards or committees to promote healthtech in the educational context. By adapting existing ELSI frameworks from educational technology and digital health, this study systematically reviews ethical concerns surrounding healthtech in schools. Expert consultations were conducted through a project consisting of members with expertise related to healthtech, including developers, a teacher, a school counselor, and university researchers, leading to the identification of 52 ELSI concerns categorized into 8 domains: consent, rights and privacy, algorithms, information management, evaluation, use, role of public institutions, and relationships with private companies. Using Japan as a case study, we examine regulatory and cultural factors affecting healthtech adoption in schools. The findings reveal critical challenges, such as ensuring informed consent for minors, protecting student privacy, preventing biased algorithmic decision-making, and maintaining transparency in data management. In addition, institutional factors, including the role of public education policies and private-sector involvement, shape the ethical landscape of healthtech implementation. This study highlights the need for multistakeholder collaboration to establish guidelines that balance innovation with ethical responsibility. The study underscores the need for a multifaceted approach to mitigate risks such as data misuse, inequitable access, and algorithmic bias, ensuring the ethical and effective use of healthtech in education. The fundamental ELSI framework for healthtech, including privacy, consent, and algorithms, can be applied to educational systems worldwide, while aspects related to public education policies should be considered in accordance with the specific context of each country and culture. Incorporating healthtech into the educational system helps address the barriers associated with traditional approaches, including limited resources, cost constraints, and logistical challenges. Researchers from universities and healthtech companies, along with educators and other stakeholders, should ensure that healthtech projects consider diverse ELSI concerns at every stage before and during implementation.

Indexed as

Biomedical TechnologyEducational TechnologyHumansJapanSchoolsStudentseducationethical, legal, and social issueshealth technologyschoolwell-being

Identifiers

PMID40680270
PMCPMC12317288

What OpenQuestion 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 OpenQuestion graph.