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Rapid computation and visualization of data from Kano surveys in R

OBJECTIVE: The Kano model for user satisfaction is a popular survey-based method used by product designers to prioritize the inclusion and implementation of product features based on users’ requirements. Despite its overall simplicity, a current drawback of the Kano approach is that the data analysi...

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Detalles Bibliográficos
Autores principales: Atlason, Reynir S., Giacalone, Davide
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263047/
https://www.ncbi.nlm.nih.gov/pubmed/30486860
http://dx.doi.org/10.1186/s13104-018-3945-x
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author Atlason, Reynir S.
Giacalone, Davide
author_facet Atlason, Reynir S.
Giacalone, Davide
author_sort Atlason, Reynir S.
collection PubMed
description OBJECTIVE: The Kano model for user satisfaction is a popular survey-based method used by product designers to prioritize the inclusion and implementation of product features based on users’ requirements. Despite its overall simplicity, a current drawback of the Kano approach is that the data analysis and processing of users’ responses is laborsome and rather prone to human error. To address this drawback, this paper provides and presents a complete code to conduct a rapid yet comprehensive computation and visualization of Kano data in R. RESULTS: A detailed walkthrough of the code is provided, together with a sample dataset to demonstrate its functionality. The code is encapsulated on a simple function that can substantially decrease the time for evaluating Kano results, speeding up its application in the context of product development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13104-018-3945-x) contains supplementary material, which is available to authorized users.
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spelling pubmed-62630472018-12-05 Rapid computation and visualization of data from Kano surveys in R Atlason, Reynir S. Giacalone, Davide BMC Res Notes Research Note OBJECTIVE: The Kano model for user satisfaction is a popular survey-based method used by product designers to prioritize the inclusion and implementation of product features based on users’ requirements. Despite its overall simplicity, a current drawback of the Kano approach is that the data analysis and processing of users’ responses is laborsome and rather prone to human error. To address this drawback, this paper provides and presents a complete code to conduct a rapid yet comprehensive computation and visualization of Kano data in R. RESULTS: A detailed walkthrough of the code is provided, together with a sample dataset to demonstrate its functionality. The code is encapsulated on a simple function that can substantially decrease the time for evaluating Kano results, speeding up its application in the context of product development. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13104-018-3945-x) contains supplementary material, which is available to authorized users. BioMed Central 2018-11-28 /pmc/articles/PMC6263047/ /pubmed/30486860 http://dx.doi.org/10.1186/s13104-018-3945-x Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Note
Atlason, Reynir S.
Giacalone, Davide
Rapid computation and visualization of data from Kano surveys in R
title Rapid computation and visualization of data from Kano surveys in R
title_full Rapid computation and visualization of data from Kano surveys in R
title_fullStr Rapid computation and visualization of data from Kano surveys in R
title_full_unstemmed Rapid computation and visualization of data from Kano surveys in R
title_short Rapid computation and visualization of data from Kano surveys in R
title_sort rapid computation and visualization of data from kano surveys in r
topic Research Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263047/
https://www.ncbi.nlm.nih.gov/pubmed/30486860
http://dx.doi.org/10.1186/s13104-018-3945-x
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