Berita Kedokteran Masyarakat
Vol 42 No 07 (2026)

Diffusion and effectiveness of TeleCTG in maternal care at primary health centers

Adzka Fahma Rodliya (Midwifery Department, Faculty of Health Science, Duta Bangsa University, Surakarta, Indonesia)
Dwi Agustian (Department of Public Health, Faculty of Medicine, Padjadjaran University, Sumedang, Indonesia)
Siska Bradinda Putri Sudirman (Midwifery Department, Faculty of Medicine, Andalas University, Padang, Indonesia)
Siti Hanisa Khaira (Master of Public Health, The University of Melbourne, Melbourne, Victoria, Australia)



Article Info

Publish Date
29 Jul 2026

Abstract

Purpose: Digital health innovations like telecardiotocography (TeleCTG) are promoted to strengthen maternal services in primary care, yet their diffusion and effectiveness within Indonesia’s health system remain underexplored. This study analyzed the diffusion of TeleCTG and maternal service outcomes at a primary health center. Methods: A concurrent embedded mixed- methods design was used. Qualitative data were obtained through in-depth interviews with nine stakeholders and were analyzed thematically using Rogers’ diffusion of innovation framework. Quantitative data were obtained from a retrospective cohort of 78 pregnant women (34 TeleCTG exposure; 44 standard care). Bivariate analysis used Chi-square or Fisher’s exact test, and multivariable analysis used a risk-ratio framework with log-binomial or modified Poisson regression, with robust variance estimates when sparse data limited convergence. Results: Four themes emerged from the qualita- tive analysis: innovation characteristics, communication channels, time, and social system. TeleCTG was perceived as advantageous for real-time monitoring and referral support, but its diffusion remained constrained by dependence on governance and policy. Quantitatively, no statistically significant adjusted association was observed between TeleCTG use and infant mortality, cesarean section, low APGAR score at 5–10 minutes, or planned early referral. Sparse events limited estimation for some outcomes, suggesting that TeleCTG functioned more as a service-support tool than as a determinant of measurable clinical outcomes in this sample. Conclusion: Health system readiness, not technology alone, drives TeleCTG adoption. Primary care managers should integrate TeleCTG workflows; district authorities should streamline procurement; and national policymakers should issue adoption guidelines.

Copyrights © 2026






Journal Info

Abbrev

bkm

Publisher

Subject

Nursing Public Health

Description

Berita Kedokteran Masyarakat (BKM Public Health and Community Medicine) is a peer-reviewed and open access journal that deals with the fields of public health and public medicine. The topics of the article will be grouped according to the main message of the author. This focus covers areas and scope ...