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Technical and scale efficiency in the delivery of child health services in Zambia: results from data envelopment analysis
  1. Tom Achoki1,2,
  2. Anke Hovels2,
  3. Felix Masiye1,3,
  4. Abaleng Lesego4,
  5. Hubert Leufkens2,
  6. Yohannes Kinfu5
  1. 1Department of Global Health, Institute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, USA
  2. 2Centre for Pharmaceutical Policy and Regulation, Utrecht University, Utrecht, The Netherlands
  3. 3Department of Economics, University of Zambia, Lusaka, Zambia
  4. 4University of Maryland School of Medicine, Baltimore, Maryland, USA
  5. 5Faculty of Health, University of Canberra, Canberra, Australia
  1. Correspondence to Dr Tom Achoki; tachoki{at}uw.edu

Abstract

Objective Despite tremendous efforts to scale up key maternal and child health interventions in Zambia, progress has not been uniform across the country. This raises fundamental health system performance questions that require further investigation. Our study investigates technical and scale efficiency (SE) in the delivery of maternal and child health services in the country.

Setting The study focused on all 72 health districts of Zambia.

Methods We compiled a district-level database comprising health outcomes (measured by the probability of survival to 5 years of age), health outputs (measured by coverage of key health interventions) and a set of health system inputs, namely, financial resources and human resources for health, for the year 2010. We used data envelopment analysis to assess the performance of subnational units across Zambia with respect to technical and SE, controlling for environmental factors that are beyond the control of health system decision makers.

Results Nationally, average technical efficiency with respect to improving child survival was 61.5% (95% CI 58.2% to 64.8%), which suggests that there is a huge inefficiency in resource use in the country and the potential to expand services without injecting additional resources into the system. Districts that were more urbanised and had a higher proportion of educated women were more technically efficient. Improved cooking methods and donor funding had no significant effect on efficiency.

Conclusions With the pressing need to accelerate progress in population health, decision makers must seek efficient ways to deliver services to achieve universal health coverage. Understanding the factors that drive performance and seeking ways to enhance efficiency offer a practical pathway through which low-income countries could improve population health without necessarily seeking additional resources.

  • Technical Efficiency
  • Data Envelopment Analysis
  • Scale Efficiency
  • Health Systems Performance;

This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/

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Footnotes

  • Twitter Follow Tom Achoki @tachoki

  • Contributors TA conceptualised the study and extracted all the relevant data. TA and YK developed the model, carried out the analyses and drafted the report. FM, AL, HL and AH critically read the draft and provided comments for the preparation of the final manuscript. All the authors read and approved the final manuscript.

  • Competing interests None declared.

  • Provenance and peer review Not commissioned; externally peer reviewed.

  • Data sharing statement The main data sets supporting the conclusions of this article are available on request and with written permission from the Ministry of Health of the Government of the Republic of Zambia.