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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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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. |
format | Online Article Text |
id | pubmed-6263047 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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