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Structural analysis of causal pathways between adherence, satisfaction and clinical outcomes in hypertensive patients using a mobile adherence intervention: A SEM–NCA–cIPMA approach

Crossref DOI link: https://doi.org/10.1038/s41371-026-01132-x

Published Online: 2026-03-27

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Rana, Rajat https://orcid.org/0000-0002-7840-6233
Ibrahim, Baharudin Bin

Huri, Hasniza Binti Zaman

Wahab, Izyan Binti A.

Govindaraju, Kayatri

Shukeri, Mohd. Syamir Mohamad

Ong, Siew Chin
Funding

Funding for this research was provided by:

Caring Up Malaysia Pte. Ltd.
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Text and Data Mining valid from 2026-03-27

Version of Record valid from 2026-03-27
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Article History

Received: 18 June 2025

Revised: 27 February 2026

Accepted: 5 March 2026

First Online: 27 March 2026

Competing interests

: The authors declare no competing interests.

: The study was approved by UMMC Medical Research Ethics Committee (MREC) (MREC ID:022311-11069).

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