TY - JOUR
KW - Attendance
KW - Consumption
KW - Culture
KW - Event
KW - Flamenco music
KW - Sustainability
KW - artificial neural network
KW - Culture
KW - socioeconomic conditions
KW - student
KW - Sustainability
KW - university sector
AU - Jesus De Sancha-Navarro
AU - Juan Lara-Rubio
AU - Maria Oliver-Alfonso
AU - Luis Palma-Martos
AB - University students consume live music; however, almost 40\% declare that they have never attended a flamenco show, an intangible heritage of humankind. Numerous studies have shown that cultural capital and socioeconomic profile, among other factors, are variables that influence cultural consumption, and therefore, cultural sustainability. Considering the relationship between several variables, this paper pursues a double objective. On the one hand, identifying the factors that influence attendance at flamenco shows, and on the other, proposing a predictive model that quantifies the likelihood of an individual attending a flamenco show. To this end, we analyse flamenco consumption by means of a survey conducted on 452 university students, using Multilayer Perceptrom (a non-parametric model), a methodology based on an artificial neural network. Our results confirm the importance of cultural capital, as well as personal and external factors, among other. The findings of this research work are of potential interest for management and planning of cultural events, as well as to promote cultural sustainability.
BT - Sustainability
DA - mar
DO - 10.3390/su13052911
LA - English
M1 - 5
N1 - Publisher: MDPI
N2 - University students consume live music; however, almost 40\% declare that they have never attended a flamenco show, an intangible heritage of humankind. Numerous studies have shown that cultural capital and socioeconomic profile, among other factors, are variables that influence cultural consumption, and therefore, cultural sustainability. Considering the relationship between several variables, this paper pursues a double objective. On the one hand, identifying the factors that influence attendance at flamenco shows, and on the other, proposing a predictive model that quantifies the likelihood of an individual attending a flamenco show. To this end, we analyse flamenco consumption by means of a survey conducted on 452 university students, using Multilayer Perceptrom (a non-parametric model), a methodology based on an artificial neural network. Our results confirm the importance of cultural capital, as well as personal and external factors, among other. The findings of this research work are of potential interest for management and planning of cultural events, as well as to promote cultural sustainability.
PY - 2021
T2 - Sustainability
TI - Cultural Sustainability in University Students  Flamenco Music Event Attendance: A Neural Networks Approach
UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102871728&doi=10.3390%2fsu13052911&partnerID=40&md5=45b73fdf9badbfd9c4d410b5303900b3
VL - 13
SN - 20711050 (ISSN)
ER -