Development and testing of a composite index to monitor the continuum of maternal health service delivery at provincial and district level in South Africa

Type Working Paper - Preprint
Title Development and testing of a composite index to monitor the continuum of maternal health service delivery at provincial and district level in South Africa
Author(s)
Publication (Day/Month/Year) 2020
URL https://doi.org/10.21203/rs.3.rs-97082/v1
Abstract
In this study we aim to develop and test a composite index for assessing the maternal health continuum in South Africa. The composite index was computed as a geometric mean of four dimensions of adequacy of the continuum of care. Data was sourced from the district health information system, household surveys and the census. The index formula was tested for robustness when alternative inputs for indicators and standardization methods were used. The index was used to assess performance in service delivery in the North West province of South Africa, as well as its four districts over a five-year period (2013-2017). The index was
validated by assessing associations with maternal health and other outcomes. And factor analysis was used to assess the statistical dimensions of the index.

The provincial level index score increased from 62.3 in 2013 to 74 in 2017, showing general improvement in service delivery over time. The district level scores also improved over time, and our analysis identified areas for performance improvement. These include social determinants of health in some districts, and access and linkages to care in others. The provincial index was correlated with institutional maternal mortality rates (rs=-0.90, 90% CI = (-1.00, -0.25)) and the Human Development Index (r=0.97, 95% CI = (0.63, 0.99). It was robust to alternative approaches including z-score standardization of indicators. Factor analysis showed three groupings of indicators for the health system and social determinants of health.

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