了解卫生信息系统在印度尼西亚公共卫生中心的利用:横断面研究。

IF 3.8 3区 医学 Q2 MEDICAL INFORMATICS
Dewi Nur Aisyah, Agus Heri Setiawan, Chyntia Aryanti Mayadewi, Alfiano Fawwaz Lokopessy, Zisis Kozlakidis, Logan Manikam
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引用次数: 0

摘要

背景:印度尼西亚的初级卫生保健服务由10,260个公共卫生中心(Puskesmas)组成,这些中心在提供社区卫生保健、使用数字卫生信息系统(HIS)或手工报告记录和报告卫生数据方面发挥着重要作用。在整个Puskesmas使用卫生信息系统对于捕捉卫生问题的动态演变和监测干预措施至关重要,从而为社区提供有效的初级卫生保健服务。目的:为印尼Puskesmas提供HIS利用的国家级基线制图。它评估了使用的HIS数量、相关的挑战和影响系统采用的上下文因素。方法:在2022年1月至2月期间,对印度尼西亚34个省的所有Puskesmas进行了横断面调查。问卷内容包括Puskesmas开发的HIS使用的信息系统清单,以及HIS实施过程中的使用情况和面临的挑战。采用描述性统计分析和双变量分析。结果:34个省共有2606个(25.5%)公共卫生中心参与了这项研究。平均而言,Puskesmas报告使用30个不同的HIS平台,各省和岛屿之间存在显著差异。大多数系统(n= 62060, 72.94%)是由国家部委开发的,但地方政府和第三方也做出了贡献。尽管91.5%的受访者表示HIS符合他们的需求,90%的受访者声称数据用于决策,但许多中心面临运营障碍:49% (n=132,300)的系统需要过多的数据输入,33% (n=89,100)的系统频繁停机,29% (n=78,300)的系统缺乏自动化分析功能。在支持HIS实施的基础设施方面,9.45% (n=138)的Puskesmas无法访问互联网,而只有28.9% (n=422)的人可以访问强大而高效的互联网连接。在人力资源方面,研究显示,每个卫生人员管理多达6个不同的HIS来完成数据报告任务,74.30% (n=1133)的Puskesmas仅在系统初始实施阶段接受过培训,80.51% (n=1225)的受访者报告工作人员之间存在非正式的知识转移过程。双变量分析表明,位于爪哇岛和城市地区的Puskesmas具有更高的认证水平,更多的培训和知识转移,更有可能使用bbbb30 HIS。结论:这项描述性研究强调了印度尼西亚HIS环境的实质性碎片化,并揭示了系统基础设施、可用性和劳动力能力方面的关键差异。建议应根据不同情况量身定制:农村地区需要离线兼容系统和基本数字扫盲培训,而城市的Puskesmas可能受益于先进的整合和分析工具。未来的研究应通过纵向和混合方法研究解决卫生信息系统的互操作性、影响评估、成本效益和定性用户体验,以指导印度尼西亚的数字卫生转型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Understanding Health Information Systems Utilization Across Public Health Centers in Indonesia: Cross-Sectional Study.

Understanding Health Information Systems Utilization Across Public Health Centers in Indonesia: Cross-Sectional Study.

Understanding Health Information Systems Utilization Across Public Health Centers in Indonesia: Cross-Sectional Study.

Understanding Health Information Systems Utilization Across Public Health Centers in Indonesia: Cross-Sectional Study.

Background: The primary health care service in Indonesia consists of 10,260 public health centers (Puskesmas), which play a major role in providing health care in the community, recording and reporting health data using digital health information systems (HIS) or manual reports. The utilization of HIS across Puskesmas is crucial to capture the dynamic evolution of health problems and monitor interventions, thus providing effective primary health care services for the community.

Objective: This paper provides a national-level baseline mapping of HIS utilization in Indonesian Puskesmas. It evaluates the number of HIS used, associated challenges, and contextual factors influencing system adoption.

Methods: A cross-sectional survey was carried out covering all Puskesmas across 34 Indonesian provinces between January and February 2022. The questionnaire covered a list of HIS used by Puskesmas, which developed the HIS, and the utilization and challenges during HIS implementation. Descriptive statistical analysis and bivariate analysis were applied.

Results: A total of 2606 (25.5%) public health centers across 34 provinces participated in this study. On average, Puskesmas reported using 30 different HIS platforms, with notable variation across provinces and islands. Most systems (n=62,060, 72.94%) were developed by national ministries, though local governments and third parties also contributed. Despite 91.5% of respondents reporting that HIS aligned with their needs and 90% claiming data use for decision-making, many centers faced operational barriers: 49% (n=132,300) of systems required excessive data entry, 33% (n=89,100) experienced frequent downtime, and 29% (n=78,300) lacked automated analysis features. In terms of the infrastructure supporting HIS implementation, 9.45% (n=138) of Puskesmas have no access to the internet, while only 28.9% (n=422) have access to robust and efficient internet connections. As for the human resources, the study reveals that each health personnel manages up to six different HIS for data reporting tasks, 74.30% (n=1133) of Puskesmas only received training at the initial system's implementation stage, and 80.51% (n=1225) of respondents report the existence of an informal knowledge transfer process among the staff. The bivariate analysis shows that Puskesmas with the characteristics of being located in Java island and urban areas possessed higher accreditation levels, had more training and knowledge transfer, and had a greater chance to use >30 HIS.

Conclusions: This descriptive study highlights substantial fragmentation in Indonesia's HIS environment and reveals critical disparities in system infrastructure, usability, and workforce capacity. Recommendations should be tailored to different contexts: offline-compatible systems and basic digital literacy training are needed in rural areas, while urban Puskesmas may benefit from advanced integration and analytics tools. Future research should address HIS interoperability, impact assessment, cost-effectiveness, and qualitative user experience through longitudinal and mixed methods studies to guide Indonesia's digital health transformation.

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来源期刊
JMIR Medical Informatics
JMIR Medical Informatics Medicine-Health Informatics
CiteScore
7.90
自引率
3.10%
发文量
173
审稿时长
12 weeks
期刊介绍: JMIR Medical Informatics (JMI, ISSN 2291-9694) is a top-rated, tier A journal which focuses on clinical informatics, big data in health and health care, decision support for health professionals, electronic health records, ehealth infrastructures and implementation. It has a focus on applied, translational research, with a broad readership including clinicians, CIOs, engineers, industry and health informatics professionals. Published by JMIR Publications, publisher of the Journal of Medical Internet Research (JMIR), the leading eHealth/mHealth journal (Impact Factor 2016: 5.175), JMIR Med Inform has a slightly different scope (emphasizing more on applications for clinicians and health professionals rather than consumers/citizens, which is the focus of JMIR), publishes even faster, and also allows papers which are more technical or more formative than what would be published in the Journal of Medical Internet Research.
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