Cargando…
Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator
Looking at the population’s behavior by taking samples is quite uncertain due to its big and dynamic structure and unimaginable variability. All quantitative sampling approaches aim to draw a representative sample from the population so that the results of the studying samples can then be generalize...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8814063/ https://www.ncbi.nlm.nih.gov/pubmed/35115548 http://dx.doi.org/10.1038/s41598-021-03399-1 |
_version_ | 1784644992888733696 |
---|---|
author | Sudershan, Amrit Mahajan, Kanak Panjaliya, Rakesh K. Dhar, Manoj K. Kumar, Parvinder |
author_facet | Sudershan, Amrit Mahajan, Kanak Panjaliya, Rakesh K. Dhar, Manoj K. Kumar, Parvinder |
author_sort | Sudershan, Amrit |
collection | PubMed |
description | Looking at the population’s behavior by taking samples is quite uncertain due to its big and dynamic structure and unimaginable variability. All quantitative sampling approaches aim to draw a representative sample from the population so that the results of the studying samples can then be generalized back to the population. The probability of detecting a true effect of a study largely depends on the sample size and if taking small samples will give lowers statistical power, higher risk of missing a meaningful underlying difference. The probability of rejecting the null hypothesis i.e., finding significant difference using the sample largely depends upon the statistical power. There are a lot of online tools used for calculating the sample size, but none tell us about the availability of samples from single site in a fixed span. This study aims to provide an efficient calculation method for the availability of samples during a specific period of a research study which is an important question to be answered during the research study design. So, we have designed a spreadsheet-based sample availability calculator tool implemented in MS-Excel 2007. |
format | Online Article Text |
id | pubmed-8814063 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88140632022-02-07 Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator Sudershan, Amrit Mahajan, Kanak Panjaliya, Rakesh K. Dhar, Manoj K. Kumar, Parvinder Sci Rep Article Looking at the population’s behavior by taking samples is quite uncertain due to its big and dynamic structure and unimaginable variability. All quantitative sampling approaches aim to draw a representative sample from the population so that the results of the studying samples can then be generalized back to the population. The probability of detecting a true effect of a study largely depends on the sample size and if taking small samples will give lowers statistical power, higher risk of missing a meaningful underlying difference. The probability of rejecting the null hypothesis i.e., finding significant difference using the sample largely depends upon the statistical power. There are a lot of online tools used for calculating the sample size, but none tell us about the availability of samples from single site in a fixed span. This study aims to provide an efficient calculation method for the availability of samples during a specific period of a research study which is an important question to be answered during the research study design. So, we have designed a spreadsheet-based sample availability calculator tool implemented in MS-Excel 2007. Nature Publishing Group UK 2022-02-03 /pmc/articles/PMC8814063/ /pubmed/35115548 http://dx.doi.org/10.1038/s41598-021-03399-1 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 Sudershan, Amrit Mahajan, Kanak Panjaliya, Rakesh K. Dhar, Manoj K. Kumar, Parvinder Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator |
title | Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator |
title_full | Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator |
title_fullStr | Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator |
title_full_unstemmed | Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator |
title_short | Algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator |
title_sort | algorithm for sample availability prediction in a hospital-based epidemiological study spreadsheet-based sample availability calculator |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8814063/ https://www.ncbi.nlm.nih.gov/pubmed/35115548 http://dx.doi.org/10.1038/s41598-021-03399-1 |
work_keys_str_mv | AT sudershanamrit algorithmforsampleavailabilitypredictioninahospitalbasedepidemiologicalstudyspreadsheetbasedsampleavailabilitycalculator AT mahajankanak algorithmforsampleavailabilitypredictioninahospitalbasedepidemiologicalstudyspreadsheetbasedsampleavailabilitycalculator AT panjaliyarakeshk algorithmforsampleavailabilitypredictioninahospitalbasedepidemiologicalstudyspreadsheetbasedsampleavailabilitycalculator AT dharmanojk algorithmforsampleavailabilitypredictioninahospitalbasedepidemiologicalstudyspreadsheetbasedsampleavailabilitycalculator AT kumarparvinder algorithmforsampleavailabilitypredictioninahospitalbasedepidemiologicalstudyspreadsheetbasedsampleavailabilitycalculator |