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关于基于数据的决策的认知:对南非高艾滋病毒流行地区信息使用情况的评估。

Perceptions about data-informed decisions: an assessment of information-use in high HIV-prevalence settings in South Africa.

作者信息

Nicol Edward, Bradshaw Debbie, Uwimana-Nicol Jeannine, Dudley Lilian

机构信息

Burden of Disease Research Unit, South African Medical Research Council, Cape Town, South Africa.

Division of Health Systems and Public Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.

出版信息

BMC Health Serv Res. 2017 Dec 4;17(Suppl 2):765. doi: 10.1186/s12913-017-2641-1.

Abstract

BACKGROUND

Information-use is an integral component of a routine health information system and essential to influence policy-making, program actions and research. Despite an increased amount of routine data collected, planning and resource-allocation decisions made by health managers for managing HIV programs are often not based on data. This study investigated the use of information, and barriers to using routine data for monitoring the prevention of mother-to-child transmission of HIV (PMTCT) programs in two high HIV-prevalence districts in South Africa.

METHODS

We undertook an observational study using a multi-method approach, including an inventory of facility records and reports. The performance of routine information systems management (PRISM) diagnostic 'Use of Information' tool was used to assess the PMTCT information system for evidence of data use in 57 health facilities in two districts. Twenty-two in-depth interviews were conducted with key informants to investigate barriers to information use in decision-making. Participants were purposively selected based on their positions and experience with either producing PMTCT data and/or using data for management purposes. We computed descriptive statistics and used a general inductive approach to analyze the qualitative data.

RESULTS

Despite the availability of mechanisms and processes to facilitate information-use in about two-thirds of the facilities, evidence of information-use (i.e., indication of some form of information-use in available RHIS reports) was demonstrated in 53% of the facilities. Information was inadequately used at district and facility levels to inform decisions and planning, but was selectively used for reporting and monitoring program outputs at the provincial level. The inadequate use of information stemmed from organizational issues such as the lack of a culture of information-use, lack of trust in the data, and the inability of program and facility managers to analyze, interpret and use information.

CONCLUSIONS

Managers' inability to use information implied that decisions for program implementation and improving service delivery were not always based on data. This lack of data use could influence the delivery of health care services negatively. Facility and program managers should be provided with opportunities for capacity development as well as practice-based, in-service training, and be supported to use information for planning, management and decision-making.

摘要

背景

信息利用是常规卫生信息系统的一个重要组成部分,对于影响政策制定、项目行动和研究至关重要。尽管收集的常规数据量有所增加,但卫生管理人员在管理艾滋病毒项目时所做的规划和资源分配决策往往并非基于数据。本研究调查了南非两个艾滋病毒高流行地区在利用信息以及使用常规数据监测预防母婴传播艾滋病毒(PMTCT)项目方面的障碍。

方法

我们采用多方法进行观察性研究,包括对机构记录和报告进行清查。使用常规信息系统管理(PRISM)诊断“信息利用”工具评估两个地区57家卫生机构的预防母婴传播艾滋病毒信息系统的数据使用证据。对关键信息提供者进行了22次深入访谈,以调查决策过程中信息利用的障碍。根据参与者在生成预防母婴传播艾滋病毒数据和/或用于管理目的的数据方面的职位和经验,有目的地进行了选择。我们计算了描述性统计数据,并采用一般归纳法分析定性数据。

结果

尽管约三分之二的机构有促进信息利用机制和流程,但53%的机构有信息利用证据(即现有卫生信息系统报告中有某种形式的信息利用迹象)。在地区和机构层面,信息未得到充分利用以指导决策和规划,但在省级层面,信息被有选择地用于报告和监测项目产出。信息利用不足源于组织问题,如缺乏信息利用文化、对数据缺乏信任,以及项目和机构管理人员无法分析、解释和利用信息。

结论

管理人员无法利用信息意味着项目实施和改善服务提供的决策并非总是基于数据。这种缺乏数据利用的情况可能对医疗服务的提供产生负面影响。应向机构和项目管理人员提供能力发展机会以及基于实践的在职培训,并支持他们利用信息进行规划、管理和决策。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26fc/5773892/3aa3cb22edca/12913_2017_2641_Fig1_HTML.jpg

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