Evidence map›Paper›PMID 41477368›Full record

ArticleCureus2025

Level and Predictors of Catastrophic Health Expenditure Among Recipients of Ambulatory Surgical Care Services at Kyabirwa Surgical Center, Uganda.

Ronard Tusiime, Shafiga Babirye, Job Nanyiri, Joseph Okello Damoi, Arthur Emoru, Moses Bakaleke Binoga, Daniel Mukisa, Gloria Kwagala, Linda Zhang, Anna Turumanya Kalumuna

Abstract read
In one paragraph

Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Ronard TusiimeFinance, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Shafiga BabiryeSocial Work, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Job NanyiriResearch and Development, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Joseph Okello DamoiSurgery, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Arthur EmoruAnesthesiology, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Moses Bakaleke BinogaSurgery, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Daniel MukisaResearch, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Gloria KwagalaResearch, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Linda ZhangSurgery, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.
Anna Turumanya KalumunaSurgery, Global Surgical Initiatives Inc, Kyabirwa Surgical Center, Jinja, UGA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStandalone ambulatory surgical centers are gradually being established globally to minimize the cost barrier to surgery access as, for every dollar spent on surgery in non-ambulatory facilities, standalone ambulatory surgical centers spend less. However, even at ambulatory surgical facilities, patients still have to pay for surgery, which may potentially put them at risk of catastrophic health expenditure (CHE), albeit with varying risk factors. Notwithstanding this, assessments of the prevalence of devastating health expenditure among recipients of ambulatory surgery from standalone facilities have been scarce, not only in Uganda but also globally.

objectiveTo assess the level and predictors of CHE among recipients of ambulatory surgical care services at Kyabirwa Surgical Center (KSC), Jinja, Uganda.

methodAn analytical cross-sectional design was used, with patients sampled using systematic random sampling. Data were collected through structured interviews, medical record abstraction, and document reviews and analyzed in Statistical Product and Service Solutions (SPSS, version 26; IBM SPSS Statistics for Windows, Armonk, NY) using frequency, cross-tabulations, distributions, and a binomial logit model.

resultsThe prevalence of CHE among recipients of ambulatory surgery at KSC was 1.1%. The odds of experiencing CHE were 94.5% less among patients who had received open surgery (aOR = 0.055 (95% CI = 0.004-0.726); p = 0.028). The odds of experiencing CHE were 93.7% less among patients who had had elective surgeries (aOR = 0.063 (95% CI = 0.004 - 0.886); p = 0.040) compared to those who received emergency surgery.

conclusionThe prevalence of CHE among patients who received surgical care at KSC was negligible. Thus, only a small proportion of patients who undergo ambulatory surgery done at KSC experience CHE, implying that the center significantly contributes to the target VI of the Lancet Commission of Global Surgery. However, the prevalence of surgery-related CHE is not yet at the target set by the commission. CHE among patients at the center is predicted by the type of surgery (laparoscopic) and its nature (emergency).

Indexed as

ambulatory surgerycatastrophic health expenditurekyabirwa surgical centerrecipients of ambulatory surgerystandalone ambulatory surgical centers

Identifiers

PMID41477368
PMCPMC12747810

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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.