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Forecasting the rate of hand injuries in Singapore
PURPOSE: This study aims to analyse the correlation between the incidence rate of hand injuries and various major economic indicators in Singapore. We hypothesise that the number of hand injuries is correlated to activity in the construction and manufacturing industries in Singapore. METHODS: Twenty...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9066836/ https://www.ncbi.nlm.nih.gov/pubmed/35509052 http://dx.doi.org/10.1186/s12995-022-00350-6 |
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author | Glen, Liau Zi Qiang Wong, Joel Yat Seng Tay, Wei Xuan Weng, Jiayi Cox, Gregory Cheah, Andre Eu Jin |
author_facet | Glen, Liau Zi Qiang Wong, Joel Yat Seng Tay, Wei Xuan Weng, Jiayi Cox, Gregory Cheah, Andre Eu Jin |
author_sort | Glen, Liau Zi Qiang |
collection | PubMed |
description | PURPOSE: This study aims to analyse the correlation between the incidence rate of hand injuries and various major economic indicators in Singapore. We hypothesise that the number of hand injuries is correlated to activity in the construction and manufacturing industries in Singapore. METHODS: Twenty thousand seven hundred sixty-four patients who underwent hand surgeries in a tertiary institution between 2012 to 2018 were reviewed. Two independent, blinded observers extracted the frequency of hand surgeries performed from Electronic Medical Records. Economic indicators pertinent to Singapore’s economic activity were collected and smoothed by simple moving average of the prior 3 months. Results were analysed using IBM SPSS v25.0. RESULTS: Significant independent univariate variables were Purchasing-Manager-Index and Industrial-Production-Index. Multiple linear regression of quarterly reported figures showed that Total-Livestock-Slaughtered, Total-Seafood-Handled, Purchasing-Manger-Index, Industrial-Production-Index, Gas-Tariffs, Construction-Index, Consumer-Price-Index, Total-Air-Cargo-Handled, Total-Container-Throughput, Total-Road-Traffic-Accident-Casualties, Food-&-Beverage-Services-Index were significantly correlated (p < 0.05) with hand injuries, with R(2) = 62.3%. CONCLUSION: Quarterly economic indicators from major economic industries can be used to predict the incidence of hand injuries with a 62.3% correlation. These findings may be useful for anticipating healthcare resource allocation to treat hand injuries. TYPE OF STUDY AND LEVEL OF EVIDENCE: Economic and decision, Level II. |
format | Online Article Text |
id | pubmed-9066836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-90668362022-05-04 Forecasting the rate of hand injuries in Singapore Glen, Liau Zi Qiang Wong, Joel Yat Seng Tay, Wei Xuan Weng, Jiayi Cox, Gregory Cheah, Andre Eu Jin J Occup Med Toxicol Research PURPOSE: This study aims to analyse the correlation between the incidence rate of hand injuries and various major economic indicators in Singapore. We hypothesise that the number of hand injuries is correlated to activity in the construction and manufacturing industries in Singapore. METHODS: Twenty thousand seven hundred sixty-four patients who underwent hand surgeries in a tertiary institution between 2012 to 2018 were reviewed. Two independent, blinded observers extracted the frequency of hand surgeries performed from Electronic Medical Records. Economic indicators pertinent to Singapore’s economic activity were collected and smoothed by simple moving average of the prior 3 months. Results were analysed using IBM SPSS v25.0. RESULTS: Significant independent univariate variables were Purchasing-Manager-Index and Industrial-Production-Index. Multiple linear regression of quarterly reported figures showed that Total-Livestock-Slaughtered, Total-Seafood-Handled, Purchasing-Manger-Index, Industrial-Production-Index, Gas-Tariffs, Construction-Index, Consumer-Price-Index, Total-Air-Cargo-Handled, Total-Container-Throughput, Total-Road-Traffic-Accident-Casualties, Food-&-Beverage-Services-Index were significantly correlated (p < 0.05) with hand injuries, with R(2) = 62.3%. CONCLUSION: Quarterly economic indicators from major economic industries can be used to predict the incidence of hand injuries with a 62.3% correlation. These findings may be useful for anticipating healthcare resource allocation to treat hand injuries. TYPE OF STUDY AND LEVEL OF EVIDENCE: Economic and decision, Level II. BioMed Central 2022-05-04 /pmc/articles/PMC9066836/ /pubmed/35509052 http://dx.doi.org/10.1186/s12995-022-00350-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Glen, Liau Zi Qiang Wong, Joel Yat Seng Tay, Wei Xuan Weng, Jiayi Cox, Gregory Cheah, Andre Eu Jin Forecasting the rate of hand injuries in Singapore |
title | Forecasting the rate of hand injuries in Singapore |
title_full | Forecasting the rate of hand injuries in Singapore |
title_fullStr | Forecasting the rate of hand injuries in Singapore |
title_full_unstemmed | Forecasting the rate of hand injuries in Singapore |
title_short | Forecasting the rate of hand injuries in Singapore |
title_sort | forecasting the rate of hand injuries in singapore |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9066836/ https://www.ncbi.nlm.nih.gov/pubmed/35509052 http://dx.doi.org/10.1186/s12995-022-00350-6 |
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