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Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures
Analysis of internet search queries (ISQ) could be useful to study public interest and medical need for corneal, cataract, and refractive surgery. To date, there are preliminary data on seasonal trends in ophthalmic conditions, but only few studies correlate these data with real data from healthcare...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782281/ https://www.ncbi.nlm.nih.gov/pubmed/36564516 http://dx.doi.org/10.1038/s41598-022-26704-y |
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author | Ghaly, Mohamed Jaber, Diana Matthaei, Mario Cursiefen, Claus Händel, Alexander Köberlein-Neu, Juliane Hörster, Robert Siebelmann, Sebastian |
author_facet | Ghaly, Mohamed Jaber, Diana Matthaei, Mario Cursiefen, Claus Händel, Alexander Köberlein-Neu, Juliane Hörster, Robert Siebelmann, Sebastian |
author_sort | Ghaly, Mohamed |
collection | PubMed |
description | Analysis of internet search queries (ISQ) could be useful to study public interest and medical need for corneal, cataract, and refractive surgery. To date, there are preliminary data on seasonal trends in ophthalmic conditions, but only few studies correlate these data with real data from healthcare systems. The aim of this study is to analyze ISQ and correlate it with real healthcare system data. Data were retrieved from the KBV registry of patients who underwent outpatient ophthalmic surgery in Germany from 2017 to 2019 and from Statista GmbH from 2010 to 2020 for corneal refractive surgery. Time Series analysis of ISQ was analyzed from 2004 to 2020 and correlated with healthcare system data using bivariate correlation analysis. ISQ correlated significantly with the incidence of ophthalmic procedures such as corneal transplantations (r = 0.69, p < 0.05), cataract- (r = 0.59, p < 0.05) and refractive laser surgery (r = 0.83, p < 0.05) in Germany. In addition, specific trends were observed with respect to individual surgical procedures. The correlation between search intensities and surgical procedures varied significantly. Thus, interests in surgical procedures can be tracked by observing changes in ISQ over time. These data correlate with real healthcare data and could be used in the future for now-casting or even forecasting. |
format | Online Article Text |
id | pubmed-9782281 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-97822812022-12-23 Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures Ghaly, Mohamed Jaber, Diana Matthaei, Mario Cursiefen, Claus Händel, Alexander Köberlein-Neu, Juliane Hörster, Robert Siebelmann, Sebastian Sci Rep Article Analysis of internet search queries (ISQ) could be useful to study public interest and medical need for corneal, cataract, and refractive surgery. To date, there are preliminary data on seasonal trends in ophthalmic conditions, but only few studies correlate these data with real data from healthcare systems. The aim of this study is to analyze ISQ and correlate it with real healthcare system data. Data were retrieved from the KBV registry of patients who underwent outpatient ophthalmic surgery in Germany from 2017 to 2019 and from Statista GmbH from 2010 to 2020 for corneal refractive surgery. Time Series analysis of ISQ was analyzed from 2004 to 2020 and correlated with healthcare system data using bivariate correlation analysis. ISQ correlated significantly with the incidence of ophthalmic procedures such as corneal transplantations (r = 0.69, p < 0.05), cataract- (r = 0.59, p < 0.05) and refractive laser surgery (r = 0.83, p < 0.05) in Germany. In addition, specific trends were observed with respect to individual surgical procedures. The correlation between search intensities and surgical procedures varied significantly. Thus, interests in surgical procedures can be tracked by observing changes in ISQ over time. These data correlate with real healthcare data and could be used in the future for now-casting or even forecasting. Nature Publishing Group UK 2022-12-23 /pmc/articles/PMC9782281/ /pubmed/36564516 http://dx.doi.org/10.1038/s41598-022-26704-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ghaly, Mohamed Jaber, Diana Matthaei, Mario Cursiefen, Claus Händel, Alexander Köberlein-Neu, Juliane Hörster, Robert Siebelmann, Sebastian Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures |
title | Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures |
title_full | Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures |
title_fullStr | Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures |
title_full_unstemmed | Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures |
title_short | Correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures |
title_sort | correlation of internet search enquiries, incidence of ophthalmological diseases and corneal, cataract and refractive surgical procedures |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782281/ https://www.ncbi.nlm.nih.gov/pubmed/36564516 http://dx.doi.org/10.1038/s41598-022-26704-y |
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