IDEAS home Printed from https://ideas.repec.org/a/spr/hecrev/v9y2019i1d10.1186_s13561-019-0245-7.html
   My bibliography  Save this article

Technical efficiency of neonatal health services in primary health care facilities of Southwest Ethiopia: a two-stage data envelopment analysis

Author

Listed:
  • Kiddus Yitbarek

    (Jimma University)

  • Gelila Abraham

    (Jimma University)

  • Ayinengida Adamu

    (Bahirdar University)

  • Gebeyehu Tsega

    (Bahirdar University)

  • Melkamu Berhane

    (Jimma University)

  • Sarah Hurlburt

    (Harvard T.H. Chan School of Public Health)

  • Carlyn Mann

    (Harvard T.H. Chan School of Public Health)

  • Mirkuzie Woldie

    (Jimma University
    Harvard T.H. Chan School of Public Health)

Abstract

Background Disparity in resource allocation is an issue among various health delivery units in Ethiopia. To sufficiently address this problem decision-makers require evidence on efficient allocation of resources. Therefore, the purpose of this study was to assess the technical efficiency of primary health care units providing neonatal health services in Southwest Ethiopia. Methods Two-stage data envelopment analysis was conducted based on one-year (2016/17) data from 68 health posts and 23 health centers in Southwest Ethiopia. Primary data were collected from each of the facility, respective district health offices and finance and economic cooperation offices. Technical efficiency scores were calculated using data envelopment analysis software version 2.1. Tobit regression was then applied to identify determinants of technical efficiency. STATA version 14 was used in the regression model and for descriptive statistics. Results By utilizing the best combination of inputs, eight health posts (11.76%) and eight health centers (34.78%) were found to be technically efficient in delivering neonatal health services. Compared with others included in the analysis, inefficient health delivery units were using more human and non-salary recurrent resources. The regression model indicated that there was a positive association between efficiency and the health center head’s years of experience and the facility’s catchment population. Waiting time at the health posts was found to negatively affect efficiency. Conclusions Most of health posts and the majority of health centers were found to be technically inefficient in delivering neonatal health services. This indicates issues with the performance of these facilities with regards to the utilization of inputs to produce the current outputs. The existing resources could be used to serve additional neonates in the facilities.

Suggested Citation

  • Kiddus Yitbarek & Gelila Abraham & Ayinengida Adamu & Gebeyehu Tsega & Melkamu Berhane & Sarah Hurlburt & Carlyn Mann & Mirkuzie Woldie, 2019. "Technical efficiency of neonatal health services in primary health care facilities of Southwest Ethiopia: a two-stage data envelopment analysis," Health Economics Review, Springer, vol. 9(1), pages 1-9, December.
  • Handle: RePEc:spr:hecrev:v:9:y:2019:i:1:d:10.1186_s13561-019-0245-7
    DOI: 10.1186/s13561-019-0245-7
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s13561-019-0245-7
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s13561-019-0245-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Pelone, Ferruccio & Kringos, Dionne Sofia & Valerio, Luca & Romaniello, Alessandro & Lazzari, Agnese & Ricciardi, Walter & de Belvis, Antonio Giulio, 2012. "The measurement of relative efficiency of general practice and the implications for policy makers," Health Policy, Elsevier, vol. 107(2), pages 258-268.
    2. Mareike Heimeshoff & Jonas Schreyögg & Lukas Kwietniewski, 2014. "Cost and technical efficiency of physician practices: a stochastic frontier approach using panel data," Health Care Management Science, Springer, vol. 17(2), pages 150-161, June.
    3. Yasar A. Ozcan, 2008. "Health Care Benchmarking and Performance Evaluation," International Series in Operations Research and Management Science, Springer, number 978-0-387-75448-2, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sepideh Abolghasem & Mehdi Toloo & Santiago Amézquita, 2019. "Cross-efficiency evaluation in the presence of flexible measures with an application to healthcare systems," Health Care Management Science, Springer, vol. 22(3), pages 512-533, September.
    2. Simona Alfiero & Laura Broccardo & Massimo Cane & Alfredo Esposito, 2018. "High Performance Through Innovation Process Management in SMEs. Evidence from the Italian wine sector," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2018(3), pages 87-110.
    3. Matthias Staat, 2011. "Estimating the efficiency of general practitioners controlling for case mix and outlier effects," Empirical Economics, Springer, vol. 40(2), pages 321-342, April.
    4. Daniel Adelman, 2020. "An Efficient Frontier Approach to Scoring and Ranking Hospital Performance," Operations Research, INFORMS, vol. 68(3), pages 762-792, May.
    5. Ramakrushna Panigrahi, 2021. "Returns to Growth in Indian Automobile Industry: A Non-Parametric Data Envelopment Analysis (DEA) Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 747-765, December.
    6. Sergio Orlando Antoun Netto & Marcos Pereira Estellita Lins, 2014. "Homogeneous Clustering of Brazilian Municipalities Based on Structuring Health Care through Concept Maps," Research in Applied Economics, Macrothink Institute, vol. 6(4), pages 40-52, December.
    7. Pereira, Miguel Alves & Figueira, José Rui & Marques, Rui Cunha, 2020. "Using a Choquet integral-based approach for incorporating decision-maker’s preference judgments in a Data Envelopment Analysis model," European Journal of Operational Research, Elsevier, vol. 284(3), pages 1016-1030.
    8. Pierre Pestieau, 2009. "Assessing The Performance Of The Public Sector," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 80(1), pages 133-161, March.
    9. Asandului, Laura & Roman, Monica & Fatulescu, Puiu, 2013. "The Efficiency of Healthcare Systems in Europe: a Data Envelopment Analysis Approach," MPRA Paper 58954, University Library of Munich, Germany, revised Apr 2014.
    10. Khurram Shehzad & Umer Zaman & Ana Ercília José & Emrah Koçak & Paulo Ferreira, 2021. "An Officious Impact of Financial Innovations and ICT on Economic Evolution in China: Revealing the Substantial Role of BRI," Sustainability, MDPI, vol. 13(16), pages 1-17, August.
    11. Paolo Mancuso & Vivian Grace Valdmanis, 2016. "Care Appropriateness and Health Productivity Evolution: A Non-Parametric Analysis of the Italian Regional Health Systems," Applied Health Economics and Health Policy, Springer, vol. 14(5), pages 595-607, October.
    12. Robert John Kolesar & Peter Bogetoft & Vanara Chea & Guido Erreygers & Sambo Pheakdey, 2022. "Advancing universal health coverage in the COVID-19 era: an assessment of public health services technical efficiency and applied cost allocation in Cambodia," Health Economics Review, Springer, vol. 12(1), pages 1-20, December.
    13. Lukas Kwietniewski & Jonas Schreyögg, 2018. "Efficiency of physician specialist groups," Health Care Management Science, Springer, vol. 21(3), pages 409-425, September.
    14. Bonasia, Mariangela & Kounetas, Konstantinos & Oreste, Napolitano, 2020. "Assessment of regional productive performance of European health systems under a metatechnology framework," Economic Modelling, Elsevier, vol. 84(C), pages 234-248.
    15. Marion S. Rauner & Helmut Niessner & Ulrike Leopold-Wildburger & Natasa Peric & Teresa Herdlicka, 2016. "A policy management game for mass casualty incidents: an experimental study," Flexible Services and Manufacturing Journal, Springer, vol. 28(1), pages 336-365, June.
    16. Leonard Rang’ala Lari & Philip Mulama NYangweso & Lucy Jepchoge Rono, 2017. "Determinants of Technical Inefficiency of Saccos in Kenya: A Net Operating Cash Flows Output Slack Analysis," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 4(2), pages 49-60.
    17. Ghasemi, Abdolrasoul & Boroumand, Yasaman & Shirazi, Masoud, 2020. "How do governments perform in facing COVID-19?," MPRA Paper 99791, University Library of Munich, Germany, revised 20 Apr 2020.
    18. Oliver Tiemann & Jonas Schreyögg, 2012. "Changes in hospital efficiency after privatization," Health Care Management Science, Springer, vol. 15(4), pages 310-326, December.
    19. Cordero Ferrera, Jose Manuel & Alonso Morán, Edurne & Nuño Solís, Roberto & Orueta, Juan F. & Souto Arce, Regina, 2013. "Efficiency assessment of primary care providers: A conditional nonparametric approach," MPRA Paper 51926, University Library of Munich, Germany.
    20. Md. Qamruzzaman & Wei Jianguo, 2017. "Financial innovation and economic growth in Bangladesh," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-24, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:hecrev:v:9:y:2019:i:1:d:10.1186_s13561-019-0245-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com/economics/journal/13561 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.