Exploring spatial variations of US rock music concerts in relation to population demographics and leisure and hospitality industry

IF 2.7 Q1 GEOGRAPHY
Tianyu Li
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引用次数: 3

Abstract

ABSTRACT Rock music is an integral part of American culture. This paper presents a study of sensing and analysing over 57,000 rock music live performances between 2007 and 2017. Spatial traces of 575 rock music artists performing in concerts nationwide were collected from a major music streaming platform Spotify. Location-based concert data were analysed to explore economic and geographic factors linked to the landscape of rock music live performance and to reveal the importance of population demographics and leisure and hospitality (LH) economics to the culture and music industries from a spatial aspect. Over 90% of rock concerts between 2007 and 2017 were found in 250 counties. The aim of the study is to specify and develop a model that reasonably accounts for spatial heterogeneity present in the concert data. By regressing rock concert data against demographic data and LH establishment data, ordinary least squares (OLS) models were better fitted in metropolitan counties than non-metropolitan counties. Spatial dynamics of concerts were revealed by local R2 values and the obtained structure in the form of spatial heterogeneity was then explained using geographically weighted regression (GWR) models. High population density and LH services in industry-leading cities such as New York City, Los Angeles, Chicago and Houston exhibit advantages in explaining rock concert distributions. Findings from the models reflect the live music industry’s interrelationships to the LH industry and suggest LH services being essential considerations in selecting concert destinations for rock musicians.
探索美国摇滚音乐会的空间变化与人口统计、休闲和酒店业的关系
摇滚乐是美国文化不可分割的一部分。本文介绍了一项对2007年至2017年期间57,000多场摇滚音乐现场表演的感知和分析研究。在国内主要音乐流媒体平台Spotify上,收集了全国575名摇滚歌手的空间痕迹。基于位置的音乐会数据进行了分析,以探索与摇滚音乐现场表演景观相关的经济和地理因素,并从空间角度揭示人口统计学和休闲与酒店(LH)经济学对文化和音乐产业的重要性。2007年至2017年期间,超过90%的摇滚音乐会在250个县举行。该研究的目的是指定和开发一个模型,合理地解释在音乐会数据中存在的空间异质性。通过将摇滚音乐会数据与人口统计数据和LH开业数据进行回归,发现普通最小二乘(OLS)模型在大都市县的拟合效果优于非大都市县。利用局部R2值揭示音乐会的空间动态,并利用地理加权回归(GWR)模型解释音乐会的空间异质性结构。纽约、洛杉矶、芝加哥和休斯顿等行业领先城市的高人口密度和LH服务在解释摇滚音乐会分布方面具有优势。模型的研究结果反映了现场音乐行业与LH行业的相互关系,并表明LH服务是摇滚音乐家选择音乐会目的地时的基本考虑因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annals of GIS
Annals of GIS Multiple-
CiteScore
8.30
自引率
2.00%
发文量
31
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