Evidence map›Paper›PMID 40098124›Full record

ArticleBMC health services research2025

A mixed method impact assessment of the use of aerial logistics to improve maternal health and emergencies outcomes in the Ashanti Region of Ghana.

Pedro Kremer, Florence Haruna, Christina Briegleb, Maame Esi Amoah, Kenneth Fosu Oteng, Stephanie Boadi, Samuel Dwomoh, Adwoa Bentil, Emmanuel Tinkorang

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Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Pedro KremerZipline International Inc, San Francisco, USA.
Florence HarunaZipline International Inc, P.O Box 9109 CT, Accra, Ghana. florence.haruna@flyzipline.com.
Christina BrieglebZipline International Inc, San Francisco, USA.
Maame Esi AmoahZipline International Inc, P.O Box 9109 CT, Accra, Ghana.
Kenneth Fosu OtengGhana Health Service, Kumasi, Ghana.
Stephanie BoadiGhana Health Service, Kumasi, Ghana.
Samuel DwomohGhana Health Service, Kumasi, Ghana.
Adwoa BentilZipline International Inc, P.O Box 9109 CT, Accra, Ghana.
Emmanuel TinkorangGhana Health Service, Kumasi, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maternal mortality, a critical global public health issue, is notably higher in low-to-middle-income countries (LMICs). In Ghana, access to healthcare, especially maternal and emergency services, is hindered by infrastructural deficiencies such as poor road networks and unreliable electricity, making the delivery of medical supplies and services difficult. The study used a mixed-method approach to assess the impact of aerial logistics on various maternal health outcomes in the Ashanti Region, focusing on the intervention by Zipline Mpanya distribution center. The study was conducted in the Ashanti Region of Ghana, where clinical outcome data were sourced from the health directorate. Pre-exposure years were 2017-2020, and post-exposure years were 2021-2022. Statistical analysis involved univariate explorations, T-tests, ANOVAs, and Zero-Inflated Poisson regressions, adjusting for factors like poverty. The qualitative study was to describe and analyze changes in providers' and patients' satisfaction, perceived quality across maternal health and health emergencies, and experiences using or being treated with the aerial logistics. The Zero-Inflated Poisson regression analysis indicated significant pre-post increases in antenatal visits and deliveries by 20% and 26% respectively, and a notable 3.41-fold increase in referrals, while emergency visits decreased by 4%. Maternal deaths decreased by 56%, with no substantial changes observed in rates of hysterectomies and neonatal deaths. Nonetheless, marginal means estimations in absolute terms showed overall declines in performance, consistent with the effects of the COVID-19 pandemic. Patients and healthcare providers perceived improvement in access to maternal and emergency medications. In conclusion, this study underscores the groundbreaking role of medical drones in enhancing public health strategies, especially in LMICs, by mitigating the impact of health emergencies on maternal health.

Indexed as

AircraftMaternal HealthMaternal Health ServicesAdultCOVID-19EmergenciesFemaleGhanaHealth Services AccessibilityHumansMaternal MortalityPatient SatisfactionPregnancyQualitative ResearchAccessAerial logisticsEmergency servicesMaternal health

Identifiers

PMID40098124
PMCPMC11916995

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.