Jurnal NERS
Vol. 21 No. 3 (2026): VOLUME 21 ISSUE 3 (AUGUST 2026)

Perceptions of non-communicable disease risk and its association with digital health application acceptance among pregnant women in Indonesia: A cross-sectional study

Hilmi Yumni (Surabaya Ministry of Health Polytechnic, Surabaya, Indonesia)
Endah Suprihatin (Surabaya Ministry of Health Polytechnic, Surabaya, Indonesia)
Hepta Nur Anugrahini (Surabaya Ministry of Health Polytechnic, Surabaya, Indonesia)



Article Info

Publish Date
31 Aug 2026

Abstract

Introduction: This study aimed to describe pregnant women's perceptions of digital NCD symptom monitoring and its relationship with digital health application acceptance. Methods: This cross-sectional study aimed to examine the association between pregnant women's perception of non-communicable disease (NCD) risk and their perception of digital health application acceptance in urban Indonesia. Data were collected using a validated questionnaire assessing the frequency of use and perceived effectiveness on a 5-point Likert scale. All indicators were valid (r > 0.361, based on the pilot sample of n = 30), and the instrument demonstrated high reliability in the main study (Cronbach's alpha: 0.923 for NCD perception and 0.975 for application perception). Data were analyzed using descriptive statistics, bivariate analysis, and simple linear regression. Results: Perception of NCD risk was significantly associated with the use of digital health applications (β = 0.863; p < 0.001). Most respondents (93.2%) reported using health apps, although 18% experienced technical difficulties. The coefficient of determination (Adjusted R² = 0.742) indicated that NCD risk perception explained 74.2% of the variance in digital health application perception. Conclusions: Stronger perceptions of NCD risk increased the likelihood of using digital health applications. Digital-based symptom monitoring has the potential to support the early detection of pregnancy complications related to NCDs. Clinical outcome data were unavailable due to incomplete medical records.

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Journal Info

Abbrev

JNERS

Publisher

Subject

Nursing

Description

The scope of this journal includes studies that intend to examine and understand nursing health care interventions and health policies which utilize advanced nursing research. The journal also committed to improve the high quality research by publishing analytic techniques, measures, and research ...