Evidence map›Paper›PMID 37521438›Full record

ArticleLancet regional health. Americas2023

Availability of laparoscopic surgery in Mexico's public health system: a nationwide retrospective analysis.

Mayte Bryce-Alberti, Letícia Nunes Campos, Tanujit Dey, Diana D Del Valle, Sarah K Hill, Mehreen Zaigham, Alejandro Vela, Sabrina Juran, Geoffrey A Anderson, Tarsicio Uribe-Leitz

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

10 authors.

Mayte Bryce-AlbertiProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Letícia Nunes CamposProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Tanujit DeyCenter for Surgery and Public Health, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Diana D Del ValleProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Sarah K HillProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Mehreen ZaighamProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Alejandro VelaHarvard T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.
Sabrina JuranProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Geoffrey A AndersonProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.
Tarsicio Uribe-LeitzProgram in Global Surgery and Social Change, Harvard Medical School, Boston, MA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Laparoscopic surgery remains limited in low-resource settings. We aimed to examine its use in Mexico and determine associated factors. Methods: By querying open-source databases, we conducted a nationwide retrospective analysis of three common surgical procedures (i.e., cholecystectomies, appendectomies, and inguinal hernia repairs) performed in Mexican public hospitals in 2021. Procedures were classified as laparoscopic based on ICD-9 codes. We extracted patient (e.g., insurance status), clinical (e.g., anaesthesia technique), and geographic data (e.g., region) from procedures performed in hospitals and ambulatories. Multivariable analysis with random forest modelling was performed to identify associated factors and their importance in adopting laparoscopic approach. Findings: We included 97,234 surgical procedures across 676 public hospitals. In total, 16,061 (16.5%) were performed using laparoscopic approaches, which were less common across all procedure categories. The proportion of laparoscopic procedures per 100,000 inhabitants was highest in the northwest (22.2%, 16/72) while the southeast had the lowest (8.3%, 13/155). Significant factors associated with a laparoscopic approach were female sex, number of municipality inhabitants, region, anaesthesia technique, and type of procedure. The number of municipality inhabitants had the highest contribution to the multivariable model. Interpretation: Laparoscopic procedures were more commonly performed in highly populated, urban, and wealthy northern areas. Access to laparoscopic techniques was mostly influenced by the conditions of the settings where procedures are performed, rather than patients' non-modifiable characteristics. These findings call for tailored interventions to sustainably address equitable access to minimally invasive surgery in Mexico. Funding: None.

Indexed as

AppendectomyCholecystectomyGlobal surgeryHealth disparitiesInguinal hernia repairMinimally invasive surgery

Identifiers

PMID37521438
PMCPMC10372900

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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.