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Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis

We carry out an analysis of gender differences in patterns of disease diagnosis across four large observational health datasets and find that women are routinely older when first assigned most diagnoses. Among 112 acute and chronic diseases, women experience longer lengths of time between symptom on...

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Autores principales: Sun, Tony Yue, Hardin, Jill, Nieva, Harry Reyes, Natarajan, Karthik, Cheng, Ru-fong, Ryan, Patrick, Elhadad, Noémie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592987/
https://www.ncbi.nlm.nih.gov/pubmed/37873224
http://dx.doi.org/10.1101/2023.10.12.23296976
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author Sun, Tony Yue
Hardin, Jill
Nieva, Harry Reyes
Natarajan, Karthik
Cheng, Ru-fong
Ryan, Patrick
Elhadad, Noémie
author_facet Sun, Tony Yue
Hardin, Jill
Nieva, Harry Reyes
Natarajan, Karthik
Cheng, Ru-fong
Ryan, Patrick
Elhadad, Noémie
author_sort Sun, Tony Yue
collection PubMed
description We carry out an analysis of gender differences in patterns of disease diagnosis across four large observational health datasets and find that women are routinely older when first assigned most diagnoses. Among 112 acute and chronic diseases, women experience longer lengths of time between symptom onset and disease diagnosis than men for most diseases regardless of metric used, even when only symptoms common to both genders are considered. These findings are consistent for patients with private as well as government insurance. Our analysis highlights systematic gender differences in patterns of disease diagnosis and suggests that symptoms of disease are measured or weighed differently for women and men. Data and code leverage the open-source common data model and analytic code and results are publicly available.
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spelling pubmed-105929872023-10-24 Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis Sun, Tony Yue Hardin, Jill Nieva, Harry Reyes Natarajan, Karthik Cheng, Ru-fong Ryan, Patrick Elhadad, Noémie medRxiv Article We carry out an analysis of gender differences in patterns of disease diagnosis across four large observational health datasets and find that women are routinely older when first assigned most diagnoses. Among 112 acute and chronic diseases, women experience longer lengths of time between symptom onset and disease diagnosis than men for most diseases regardless of metric used, even when only symptoms common to both genders are considered. These findings are consistent for patients with private as well as government insurance. Our analysis highlights systematic gender differences in patterns of disease diagnosis and suggests that symptoms of disease are measured or weighed differently for women and men. Data and code leverage the open-source common data model and analytic code and results are publicly available. Cold Spring Harbor Laboratory 2023-10-16 /pmc/articles/PMC10592987/ /pubmed/37873224 http://dx.doi.org/10.1101/2023.10.12.23296976 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Sun, Tony Yue
Hardin, Jill
Nieva, Harry Reyes
Natarajan, Karthik
Cheng, Ru-fong
Ryan, Patrick
Elhadad, Noémie
Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis
title Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis
title_full Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis
title_fullStr Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis
title_full_unstemmed Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis
title_short Large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis
title_sort large-scale characterization of gender differences in diagnosis prevalence and time to diagnosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592987/
https://www.ncbi.nlm.nih.gov/pubmed/37873224
http://dx.doi.org/10.1101/2023.10.12.23296976
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