Evidence map›Paper›PMID 38630516›Full record

ArticleJMIR research protocols2024

Global Trends of Medical Misadventures Using International Classification of Diseases, Tenth Revision Cluster Y62-Y69 Comparing Pre-, Intra-, and Post-COVID-19 Pandemic Phases: Protocol for a Retrospective Analysis Using the TriNetX Platform.

Rosario Caruso, Marco Di Muzio, Emanuele Di Simone, Sara Dionisi, Arianna Magon, Gianluca Conte, Alessandro Stievano, Emanuele Girani, Sara Boveri, Lorenzo Menicanti and 1 more

Open access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
1.4field-weighted citation impact, top 16% of its field
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, 2 citations in OpenAlex.

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

11 authors at 5 institutions in 2 countries.

Rosario Caruso *Health Professions Research and Development Unit, IRCCS Policlinico San Donato, San Donato Milanese, Italy.ORCID https://orcid.org/0000-0002-7736-6209
Marco Di Muzio *Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy.ORCID https://orcid.org/0000-0003-2641-4044
Emanuele Di SimoneDepartment of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy.ORCID https://orcid.org/0000-0002-6373-8163
Sara DionisiNursing, Technical and Rehabilitation Department, DaTeR Azienda Unità Sanitaria Locale di Bologna, Bologna, Italy.ORCID https://orcid.org/0000-0001-7933-8490
Arianna MagonHealth Professions Research and Development Unit, IRCCS Policlinico San Donato, San Donato Milanese, Italy.ORCID https://orcid.org/0000-0003-0440-6940
Gianluca ConteHealth Professions Research and Development Unit, IRCCS Policlinico San Donato, San Donato Milanese, Italy.ORCID https://orcid.org/0000-0002-8171-8203
Alessandro StievanoDepartment of Clinical and Experimental Medicine, University of Messina, Messina, Italy.ORCID https://orcid.org/0000-0003-3508-2352
Emanuele GiraniLaboratory of Biostatistics and Data Management, Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, Italy.ORCID https://orcid.org/0009-0002-7329-8015
Sara BoveriLaboratory of Biostatistics and Data Management, Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, Italy.ORCID https://orcid.org/0000-0003-3144-9364
Lorenzo Menicanti *Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, Italy.ORCID https://orcid.org/0000-0001-8530-6284
Mary A Dolansky *Frances Payne Bolton School of Nursing and School of Medicine, Case Western Reserve University, Cleveland, OH, United States.ORCID https://orcid.org/0000-0002-6472-1275
IRCCS Policlinico San Donato · ITSapienza University of Rome · ITCase Western Reserve University · USUniversity of Messina · ITUniversity of Milan · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe COVID-19 pandemic has sharpened the focus on health care safety and quality, underscoring the importance of using standardized metrics such as the International Classification of Diseases, Tenth Revision (ICD-10). In this regard, the ICD-10 cluster Y62-Y69 serves as a proxy assessment of safety and quality in health care systems, allowing researchers to evaluate medical misadventures. Thus far, extensive research and reports support the need for more attention to safety and quality in health care. The study aims to leverage the pandemic's unique challenges to explore health care safety and quality trends during prepandemic, intrapandemic, and postpandemic phases, using the ICD-10 cluster Y62-Y69 as a key tool for their evaluation.

objectiveThis research aims to perform a comprehensive retrospective analysis of incidence rates associated with ICD-10 cluster Y62-Y69, capturing both linear and nonlinear trends across prepandemic, intrapandemic, and postpandemic phases over an 8-year span. Therefore, it seeks to understand how these trends inform health care safety and quality improvements, policy, and future research.

methodsThis study uses the extensive data available through the TriNetX platform, using an observational, retrospective design and applying curve-fitting analyses and quadratic models to comprehend the relationships between incidence rates over an 8-year span (from 2015 to 2023). These techniques will enable the identification of nuanced trends in the data, facilitating a deeper understanding of the impacts of the COVID-19 pandemic on medical misadventures. The anticipated results aim to outline complex patterns in health care safety and quality during the COVID-19 pandemic, using global real-world data for robust and generalizable conclusions. This study will explore significant shifts in health care practices and outcomes, with a special focus on geographical variations and key clinical conditions in cardiovascular and oncological care, ensuring a comprehensive analysis of the pandemic's impact across different regions and medical fields.

resultsThis study is currently in the data collection phase, with funding secured in November 2023 through the Ricerca Corrente scheme of the Italian Ministry of Health. Data collection via the TriNetX platform is anticipated to be completed in May 2024, covering an 8-year period from January 2015 to December 2023. This dataset spans pre-pandemic, intra-pandemic, and early post-pandemic phases, enabling a comprehensive analysis of trends in medical misadventures using the ICD-10 cluster Y62-Y69. The final analytics are anticipated to be completed by June 2024. The study's findings aim to provide actionable insights for enhancing healthcare safety and quality, reflecting on the pandemic's transformative impact on global healthcare systems.

conclusionsThis study is anticipated to contribute significantly to health care safety and quality literature. It will provide actionable insights for health care professionals, policy makers, and researchers. It will highlight critical areas for intervention and funding to enhance health care safety and quality globally by examining the incidence rates of medical misadventures before, during, and after the pandemic. In addition, the use of global real-world data enhances the study's strength by providing a practical view of health care safety and quality, paving the way for initiatives that are informed by data and tailored to specific contexts worldwide. This approach ensures the findings are applicable and actionable across different health care settings, contributing significantly to the global understanding and improvement of health care safety and quality. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/54838.

Indexed as

COVID-19curve-fitting analyseshealth care qualityhealth care safetyICD-10incidence ratesInternational Classification of Diseases, Tenth RevisionsafetyTriNetX

Identifiers

PMID38630516
PMCPMC11025602
OpenAlexW4391550212

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.