Effects of a health information system data quality intervention on concordance in Mozambique: time-series analyses from 2009–2012

Publication Date:

26 Mar 2016

Citation:

Wagenaar BH, Gimbel S, Hoek R, Pfeiffer J, Michel C, Manuel JL, et al. (2015). Effects of a health information system data quality intervention on concordance in Mozambique: time-series analyses from 2009–2012. Popul Health Metr. 13(9). doi: 10.1186/s12963-015-0043-3

 

Abstract

Background
We assessed the effects of a three-year national-level, ministry-led health information system (HIS) data quality intervention and identified associated health facility factors.

Methods
Monthly summary HIS data concordance between a gold standard data quality audit and routine HIS data was assessed in 26 health facilities in Sofala Province, Mozambique across four indicators (outpatient consults, institutional births, first antenatal care visits, and third dose of diphtheria, pertussis, and tetanus vaccination) and five levels of health system data aggregation (daily facility paper registers, monthly paper facility reports, monthly paper district reports, monthly electronic district reports, and monthly electronic provincial reports) through retrospective yearly audits conducted July-August 2010–2013. We used mixed-effects linear models to quantify changes in data quality over time and associated health system determinants.

Results
Median concordance increased from 56.3% during the baseline period (2009–2010) to 87.5% during 2012–2013. Concordance improved by 1.0% (confidence interval [CI]: 0.60, 1.5) per month during the intervention period of 2010–2011 and 1.6% (CI: 0.89, 2.2) per month from 2011–2012. No significant improvements were observed from 2009–2010 (during baseline period) or 2012–2013. Facilities with more technical staff (aβ: 0.71; CI: 0.14, 1.3), more first antenatal care visits (aβ: 3.3; CI: 0.43, 6.2), and fewer clinic beds (aβ: -0.94; CI: −1.7, −0.20) showed more improvements. Compared to facilities with no stock-outs, facilities with five essential drugs stocked out had 51.7% (CI: −64.8 -38.6) lower data concordance.

Conclusions
A data quality intervention was associated with significant improvements in health information system data concordance across public-sector health facilities in rural and urban Mozambique. Concordance was higher at those facilities with more human resources for health and was associated with fewer clinic-level stock-outs of essential medicines. Increased investments should be made in data audit and feedback activities alongside targeted efforts to improve HIS data in low- and middle-income countries.

 

Read the Full Article

 

HAI’s Transition 2021

HAI has transitioned our global operations and active programs to the local NGOs CSM (Mozambique) and HAMNASA (Timor-Leste). Learn more using the buttons below

Why Transition?

Learn about CSM

Learn about HAMNASA

Stand with HAI

Stand with HAI

Our Mission

Our mission is to promote policies and support programs that strengthen government primary health care and foster social, economic, and health equity for all. Our vision is a just world that promotes health and well-being, including universal access to quality health care.

Our History

Health Alliance International began in 1987 as a US-based international solidarity organization committed to supporting the public sector provision of health care for all.  Over 35 years, HAI conducted programs in 17 countries, with flagship programs in Mozambique, Côte d'Ivoire, and Timor-Leste.

Our Evolution

In line with HAI’s commitment to support and strengthen local public health leadership, as of October 2021, HAI fully transitioned global operations and active programs to locally-based, locally-led NGOs. Learn more about this shift toward local autonomy and equity in global health.

Didn't find what you were looking for?

Didn't find what you were looking for?