What type of study is this?

This is a Cross-Sectional study.

September 10, 2025JMIR Medical InformaticsOpen Access

Understanding Health Information Systems Utilisation across Public Health Centres in Indonesia: A Cross Sectional Study (Preprint)

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Authors

DADewi Nur AisyahSan Antonio College ASAgus Heri SetiawanHealth Net CMChyntia Aryanti MayadewiUniversity of Indonesia

Discussion

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Implication

Cross-sectional study evaluates health information systems utilization in 2606 Puskesmas across Indonesia, indicating significant operational challenges.

Key Points

Utilization of health information systems in Puskesmas shows significant fragmentation and operational barriers.
Among 2606 participating Puskesmas, 49% faced excessive data entry challenges, influencing decision-making capabilities.
Cross-sectional survey assessed HIS used, challenges faced, and training received among health personnel in Indonesia.
Findings suggest tailored recommendations for rural and urban health centers to improve digital health integration.

Cite This Study

Aisyah et al. (2025) studied this question.

synapsesocial.com/papers/68c1c22d54b1d3bfb60ef8ef https://doi.org/10.2196/68613

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Implication

Cross-sectional study evaluates health information systems utilization in 2606 Puskesmas across Indonesia, indicating significant operational challenges.

Understanding Health Information Systems Utilisation across Public Health Centres in Indonesia: A Cross Sectional Study (Preprint)

Discussion

Member takes

Implication

Key Points

Cite This Study

Understanding Health Information Systems Utilisation across Public Health Centres in Indonesia: A Cross Sectional Study (Preprint)

Discussion

Member takes

Implication

Key Points

Cite This Study

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