Evidence map›Paper›PMID 37385741›Full record

ArticleBMJ open2023

Effects of the COVID-19 pandemic on sales of sexual and reproductive health products: an ecological study of pharmacies in Kenya.

Calvin Chiu, Anne Wong, Odette Melvin, Jessica Vernon, Jenny X Liu, Sandra I McCoy, Laura J Packel

Abstract read
In one paragraph

Article in BMJ open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

7 authors.

Calvin ChiuSchool of Public Health, University of California Berkeley, Berkeley, California, USA calvin_chiu@berkeley.edu.ORCID 0000-0001-5092-6870
Anne WongSchool of Public Health, University of California Berkeley, Berkeley, California, USA.
Odette MelvinMaisha Meds, Nairobi, Kenya.
Jessica VernonMaisha Meds, Nairobi, Kenya.
Jenny X LiuSchool of Nursing, University of California San Francisco, San Francisco, California, USA.
Sandra I McCoySchool of Public Health, University of California Berkeley, Berkeley, California, USA.ORCID 0000-0002-4764-9195
Laura J PackelSchool of Public Health, University of California Berkeley, Berkeley, California, USA.

Funding

Dev-Core-001P2CHD073964 · NICHD · UNIVERSITY OF CALIFORNIA BERKELEY · PI EDWARD ANDREW MIGUEL · 2019 to 2026
$2.9M
NICHD NIH HHS P2C HD073964
6 · The paper itself

Abstract

objectivesTo examine how sales of sexual and reproductive health (SRH) products varied among pharmacies in Kenya using administrative data, leveraging natural variation in the COVID-19 pandemic and accompanying policy restrictions between 2019 and 2021. DESIGN AND

settingEcological study of pharmacies in Kenya.

participants761 pharmacies using the Maisha Meds product inventory management system (capturing 572 916 products sold). OUTCOMES: Sales quantity, price and revenue of SRH products sold per pharmacy per week.

resultsCOVID-19 deaths were associated with a -2.97% (95% CI -3.82%, -2.11%) decrease in sales quantity, a 1.09% (95% CI 0.44%, 1.72%) increase in sales price and a -1.89% (-1.00%, -2.79%) decrease in revenues per pharmacy per week. Results were similar when considering new COVID-19 cases (per 1000) and the Average Policy Stringency Index. Results differed substantially between individual SRH products-a large decrease in sales quantity in pregnancy tests, injectables and emergency contraception, a modest decrease in condoms and no change in oral contraception. Sales price increases were similarly varied; four of the five most sold products were revenue neutral.

conclusionsWe found a robust negative association between SRH sales at pharmacies in Kenya and COVID-19 reported cases, deaths and policy restriction. Although our data cannot definitively point to reduced access, existing evidence from Kenya regarding unchanged fertility intentions, increases in unintended pregnancies and reported reasons for non-use of contraceptives during COVID-19 suggests a prominent role of reduced access. While policymakers may have a role in sustaining access, their role may be limited by broader macroeconomic problems, such as global supply chain disruptions and inflation, during supply shocks.

Indexed as

Contraception, PostcoitalCOVID-19PharmaciesFemaleHumansKenyaPandemicsPregnancyReproductive HealthCOVID-19Health economicsHealth policyREPRODUCTIVE MEDICINE

Identifiers

PMID37385741
PMCPMC10314534

What OpenQuestion holds

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LicenceCC BY-NC
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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.