Using the principal component analysis for evaluating the quality of a tourist destination

The article deals with problems concerning evaluating the quality of a tourist destination. A tourist destination is a conjunction of products, services, natural resources, culture resources, local people, artificially created attractions and information, due to which it is able to attract a number...

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Main Authors: Ida Vajčnerová, Jakub Šácha, Kateřina Ryglová
Format: Article
Language:English
Published: Mendel University Press 2012-01-01
Series:Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis
Subjects:
Online Access:https://acta.mendelu.cz/60/2/0449/
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spelling doaj-9d42f4e22d74476990397cc654d3bdd72020-11-25T01:01:37ZengMendel University PressActa Universitatis Agriculturae et Silviculturae Mendelianae Brunensis1211-85162464-83102012-01-0160244945810.11118/actaun201260020449Using the principal component analysis for evaluating the quality of a tourist destinationIda Vajčnerová0Jakub Šácha1Kateřina Ryglová2Ústav marketingu a obchodu, Mendelova univerzita v Brně, Zemědělská 1, 613 00 Brno, Česká republikaÚstav statistiky a operačního výzkumu, Mendelova univerzita v Brně, Zemědělská 1, 613 00 Brno, Česká republikaÚstav marketingu a obchodu, Mendelova univerzita v Brně, Zemědělská 1, 613 00 Brno, Česká republikaThe article deals with problems concerning evaluating the quality of a tourist destination. A tourist destination is a conjunction of products, services, natural resources, culture resources, local people, artificially created attractions and information, due to which it is able to attract a number of visitors. The visitors’ satisfaction with a destination depends on the quality of their overall experience that is created on the basis of the cooperation of all actors in tourism in the given area – these are local inhabitants, service providers, public administration workers and destination management. The quality of services is a component of consumer satisfaction and so it is evaluated according to the level of a customer’s satisfaction. Sustainable development and the quality of natural environment are parts of the destination quality, too. When evaluating quality it is necessary to define a set of factors (variables) that can be quantified and then to determine the quality of a destination.The objective of the paper is to create a model for evaluating the quality of a destination on the basis of analysing the importance of individual factors (variables) concerning the quality of a destination. The importance of these factors was determined by relevant responders during a questionnaire survey. For reducing the original number of twenty dependant variables the multidimensional statistical method of analysing the principal components was used. On the basis of similarities in evaluation this method supported clusters of factors – relative dimensions of the quality of a destination. Subsequently a methodology was formulated to evaluate the quality of a destination according to four newly-defined dimensions of quality: Attractions, Services, Marketing management, Sustainability and cooperation. https://acta.mendelu.cz/60/2/0449/principal component analysisvariabilityfactors of destination qualitydimension of qualityevaluating the quality
collection DOAJ
language English
format Article
sources DOAJ
author Ida Vajčnerová
Jakub Šácha
Kateřina Ryglová
spellingShingle Ida Vajčnerová
Jakub Šácha
Kateřina Ryglová
Using the principal component analysis for evaluating the quality of a tourist destination
Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis
principal component analysis
variability
factors of destination quality
dimension of quality
evaluating the quality
author_facet Ida Vajčnerová
Jakub Šácha
Kateřina Ryglová
author_sort Ida Vajčnerová
title Using the principal component analysis for evaluating the quality of a tourist destination
title_short Using the principal component analysis for evaluating the quality of a tourist destination
title_full Using the principal component analysis for evaluating the quality of a tourist destination
title_fullStr Using the principal component analysis for evaluating the quality of a tourist destination
title_full_unstemmed Using the principal component analysis for evaluating the quality of a tourist destination
title_sort using the principal component analysis for evaluating the quality of a tourist destination
publisher Mendel University Press
series Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis
issn 1211-8516
2464-8310
publishDate 2012-01-01
description The article deals with problems concerning evaluating the quality of a tourist destination. A tourist destination is a conjunction of products, services, natural resources, culture resources, local people, artificially created attractions and information, due to which it is able to attract a number of visitors. The visitors’ satisfaction with a destination depends on the quality of their overall experience that is created on the basis of the cooperation of all actors in tourism in the given area – these are local inhabitants, service providers, public administration workers and destination management. The quality of services is a component of consumer satisfaction and so it is evaluated according to the level of a customer’s satisfaction. Sustainable development and the quality of natural environment are parts of the destination quality, too. When evaluating quality it is necessary to define a set of factors (variables) that can be quantified and then to determine the quality of a destination.The objective of the paper is to create a model for evaluating the quality of a destination on the basis of analysing the importance of individual factors (variables) concerning the quality of a destination. The importance of these factors was determined by relevant responders during a questionnaire survey. For reducing the original number of twenty dependant variables the multidimensional statistical method of analysing the principal components was used. On the basis of similarities in evaluation this method supported clusters of factors – relative dimensions of the quality of a destination. Subsequently a methodology was formulated to evaluate the quality of a destination according to four newly-defined dimensions of quality: Attractions, Services, Marketing management, Sustainability and cooperation.
topic principal component analysis
variability
factors of destination quality
dimension of quality
evaluating the quality
url https://acta.mendelu.cz/60/2/0449/
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