Evidence map›Paper›PMID 40371347›Full record

ArticleFrontiers in pharmacology2025

Regulatory challenges of digital health: the case of mental health applications and personal data in South Africa.

Marietjie Botes

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Review
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

1 author.

Marietjie BotesSchool of Law, University of KwaZulu Natal, Durban, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study explores the regulatory challenges posed by digital mental health applications in South Africa, particularly regarding the collection and protection of personal data. It aimed to assess whether South Africa's current legal framework sufficiently protects users' sensitive mental health data amidst the rise of digital mental health solutions, especially in the context of privacy concerns. Methods: The research focused on the intersection of digital mental health applications, data protection laws, and user privacy in South Africa. It examined existing legal frameworks, including the Protection of Personal Information Act (POPIA), National Health Act (NHA), and Consumer Protection Act (CPA). The study reviewed relevant literature, legal texts, and case studies, focusing on mental health applications in both urban and rural contexts. Results: While South Africa has laws in place to protect personal information, these laws have significant gaps in addressing the unique risks associated with digital mental health technologies. Key findings include inadequate regulation of AI-driven mental health tools, insufficient guidelines for third-party data sharing, and challenges with cross-border data transfers. Discussion: The implications of these findings suggest that South Africa needs to modernize its legal framework to better regulate digital mental health tools and ensure user privacy. This includes improving AI regulation, strengthening consent mechanisms, and enhancing protections against third-party data misuse. Future research should focus on developing specific legal guidelines for mental health data and addressing the vulnerabilities faced by rural populations with low digital literacy. The study's conclusions align with global concerns over the ethical implications of mental health datacommodification and emphasize the need for robust, adaptable regulatory approaches.

Indexed as

AI-driven mental health toolsdata protectiondigital mental healthmental health data securityprivacy regulationSouth African legal framework

Identifiers

PMID40371347
PMCPMC12074941

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.