Evidence map›Paper›PMID 35527274›Full record

ArticleInternational journal for equity in health2022

The true costs of cesarean delivery for patients in rural Rwanda: Accounting for post-discharge expenses in estimated health expenditures.

Anne Niyigena, Barnabas Alayande, Laban Bikorimana, Elizabeth Miranda, Niclas Rudolfson, Deogratias Ndagijimana, Fredrick Kateera, Robert Riviello, Bethany Hedt-Gauthier

Abstract read
In one paragraph

Article in International journal for equity in health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–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

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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.

Anne NiyigenaPartners In Health, Kigali, Rwanda. niyianne@gmail.com.ORCID 0000-0001-6140-8083
Barnabas AlayandeUniversity of Global Health Equity, Butaro, Rwanda.
Laban BikorimanaPartners In Health, Kigali, Rwanda.
Elizabeth MirandaProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Niclas RudolfsonWHO Collaborating Centre for Surgery and Public Health, Lund University, Lund, Sweden.
Deogratias NdagijimanaPartners In Health, Kigali, Rwanda.
Fredrick KateeraPartners In Health, Kigali, Rwanda.
Robert RivielloUniversity of Global Health Equity, Butaro, Rwanda.
Bethany Hedt-GauthierProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.

Funding

Telemedicine to improve the diagnosis of surgical site infections post-cesarean delivery in rural RwandaR21TW011229 · FIC · HARVARD MEDICAL SCHOOL · PI HEDT-GAUTHIER, BETHANY · 2018 to 2019
$496k
FIC NIH HHS R21 TW011229NIH HHS R21TW011229.
6 · The paper itself

Abstract

introductionWhile it is recognized that there are costs associated with postoperative patient follow-up, risk assessments of catastrophic health expenditures (CHEs) due to surgery in sub-Saharan Africa rarely include expenses after discharge. We describe patient-level costs for cesarean section (c-section) and follow-up care up to postoperative day (POD) 30 and evaluate the contribution of follow-up to CHEs in rural Rwanda.

methodsWe interviewed women who delivered via c-section at Kirehe District Hospital between September 2019 and February 2020. Expenditure details were captured on an adapted surgical indicator financial survey tool and extracted from the hospital billing system. CHE was defined as health expenditure of ≥ 10% of annual household expenditure. We report the cost of c-section up to 30 days after discharge, the rate of CHE among c-section patients stratified by in-hospital costs and post-discharge follow-up costs, and the main contributors to c-section follow-up costs. We performed a multivariate logistic regression using a backward stepwise process to determine independent predictors of CHE at POD30 at α ≤ 0.05.

resultsOf the 479 participants in this study, 90% were classified as impoverished before surgery and an additional 6.4% were impoverished by the c-section. The median out-of-pocket costs up to POD30 was US$122.16 (IQR: $102.94, $148.11); 63% of these expenditures were attributed to post-discharge expenses or lost opportunity costs (US$77.50; IQR: $67.70, $95.60). To afford c-section care, 64.4% borrowed money and 18.4% sold possessions. The CHE rate was 27% when only considering direct and indirect costs up to the time of discharge and 77% when including the reported expenses up to POD30. Transportation and lost household wages were the largest contributors to post-discharge costs. Further, CHE at POD30 was independently predicted by membership in community-based health insurance (aOR = 3.40, 95% CI: 1.21,9.60), being a farmer (aOR = 2.25, 95% CI:1.00,3.03), primary school education (aOR = 2.35, 95% CI:1.91,4.66), and small household sizes had 0.22 lower odds of experiencing CHE compared to large households (aOR = 0.78, 95% CI:0.66,0.91).

conclusionCosts associated with surgical follow-up are often neglected in financial risk calculations but contribute significantly to the risk of CHE in rural Rwanda. Insurance coverage for direct medical costs is insufficient to protect against CHE. Innovative follow-up solutions to reduce costs of patient transport and compensate for household lost wages need to be considered.

Indexed as

AftercareHealth ExpendituresCatastrophic IllnessCesarean SectionFemaleHumansPatient DischargePovertyPregnancyRwandaCatastrophic health expenditureCesareanCost of post-operative carec-sectionFollow-up careHealthcare accessHealthcare costHealth insurancePovertyRural

Identifiers

PMID35527274
PMCPMC9080175

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.