Cargando…

Creating a Live and Flexible Normative Dataset for Netball

A previous research has identified large data and information sources which exist about netball performance and align with the discussion of coaches during the games. Normative data provides context to measures across many disciplines, such as fitness testing, physical conditioning, and body composi...

Descripción completa

Detalles Bibliográficos
Autores principales: Croft, Hayden, Spencer, Kirsten, Taurua, Noeline, Wilton, Emily
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570700/
https://www.ncbi.nlm.nih.gov/pubmed/34746778
http://dx.doi.org/10.3389/fspor.2021.743612
_version_ 1784594882468249600
author Croft, Hayden
Spencer, Kirsten
Taurua, Noeline
Wilton, Emily
author_facet Croft, Hayden
Spencer, Kirsten
Taurua, Noeline
Wilton, Emily
author_sort Croft, Hayden
collection PubMed
description A previous research has identified large data and information sources which exist about netball performance and align with the discussion of coaches during the games. Normative data provides context to measures across many disciplines, such as fitness testing, physical conditioning, and body composition. These data are normally presented in the tables as representations of the population categorized for benchmarking. Normative data does not exist for benchmarking or contextualization in netball, yet the coaches and players use performance statistics. A systems design methodology was adopted for this study where a process for automating the organization, normalization, and contextualization of netball performance data was developed. To maintain good ecological validity, a case study utilized expert coach feedback on the understandability and usability of the visual representations of netball performance population data. This paper provides coaches with benchmarks for assessing the performances of players, across competition levels against the player positions for performance indicators. It also provides insights to a performance analyst around how to present these benchmarks in an automated “real-time” reporting tool.
format Online
Article
Text
id pubmed-8570700
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-85707002021-11-06 Creating a Live and Flexible Normative Dataset for Netball Croft, Hayden Spencer, Kirsten Taurua, Noeline Wilton, Emily Front Sports Act Living Sports and Active Living A previous research has identified large data and information sources which exist about netball performance and align with the discussion of coaches during the games. Normative data provides context to measures across many disciplines, such as fitness testing, physical conditioning, and body composition. These data are normally presented in the tables as representations of the population categorized for benchmarking. Normative data does not exist for benchmarking or contextualization in netball, yet the coaches and players use performance statistics. A systems design methodology was adopted for this study where a process for automating the organization, normalization, and contextualization of netball performance data was developed. To maintain good ecological validity, a case study utilized expert coach feedback on the understandability and usability of the visual representations of netball performance population data. This paper provides coaches with benchmarks for assessing the performances of players, across competition levels against the player positions for performance indicators. It also provides insights to a performance analyst around how to present these benchmarks in an automated “real-time” reporting tool. Frontiers Media S.A. 2021-10-22 /pmc/articles/PMC8570700/ /pubmed/34746778 http://dx.doi.org/10.3389/fspor.2021.743612 Text en Copyright © 2021 Croft, Spencer, Taurua and Wilton. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Sports and Active Living
Croft, Hayden
Spencer, Kirsten
Taurua, Noeline
Wilton, Emily
Creating a Live and Flexible Normative Dataset for Netball
title Creating a Live and Flexible Normative Dataset for Netball
title_full Creating a Live and Flexible Normative Dataset for Netball
title_fullStr Creating a Live and Flexible Normative Dataset for Netball
title_full_unstemmed Creating a Live and Flexible Normative Dataset for Netball
title_short Creating a Live and Flexible Normative Dataset for Netball
title_sort creating a live and flexible normative dataset for netball
topic Sports and Active Living
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8570700/
https://www.ncbi.nlm.nih.gov/pubmed/34746778
http://dx.doi.org/10.3389/fspor.2021.743612
work_keys_str_mv AT crofthayden creatingaliveandflexiblenormativedatasetfornetball
AT spencerkirsten creatingaliveandflexiblenormativedatasetfornetball
AT tauruanoeline creatingaliveandflexiblenormativedatasetfornetball
AT wiltonemily creatingaliveandflexiblenormativedatasetfornetball