Impact of the Digital Economy in the High-Quality Development of Tourism—An Empirical Study of Xinjiang in China

In the era of big data, the digital economy has become a key driving force for the high-quality development of tourism. Based on the annual panel data of 14 prefectures in Xinjiang from 2008 to 2018, this study proves the positive effect of the digital economy on the high-quality development of tour...

Full description

Saved in:
Bibliographic Details
Published inSustainability Vol. 14; no. 20; p. 12972
Main Authors Zhao, Xinna, Mei, Xuehui, Xiao, Zhengqing
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.10.2022
Subjects
Online AccessGet full text

Cover

Loading…
Abstract In the era of big data, the digital economy has become a key driving force for the high-quality development of tourism. Based on the annual panel data of 14 prefectures in Xinjiang from 2008 to 2018, this study proves the positive effect of the digital economy on the high-quality development of tourism. Through the construction of an evaluation index system for the high-quality development, a fixed effects model is used to investigate the relationship between them. Furthermore, mediating effect analysis is employed to study the mechanism. The robustness testing and heterogeneity analysis show the validity and rationality of the model. The results show that (1) The digital economy is an important driving force in the high-quality development of tourism in Xinjiang; (2) The digital economy promotes high-quality development by stimulating the upgrading of the tourism structure; (3) The impact of the digital economy on the high-quality development of tourism in different regions in Xinjiang presents great heterogeneity. The provincial capital presents a more significant effect.
AbstractList In the era of big data, the digital economy has become a key driving force for the high-quality development of tourism. Based on the annual panel data of 14 prefectures in Xinjiang from 2008 to 2018, this study proves the positive effect of the digital economy on the high-quality development of tourism. Through the construction of an evaluation index system for the high-quality development, a fixed effects model is used to investigate the relationship between them. Furthermore, mediating effect analysis is employed to study the mechanism. The robustness testing and heterogeneity analysis show the validity and rationality of the model. The results show that (1) The digital economy is an important driving force in the high-quality development of tourism in Xinjiang; (2) The digital economy promotes high-quality development by stimulating the upgrading of the tourism structure; (3) The impact of the digital economy on the high-quality development of tourism in different regions in Xinjiang presents great heterogeneity. The provincial capital presents a more significant effect.
Audience Academic
Author Zhao, Xinna
Mei, Xuehui
Xiao, Zhengqing
Author_xml – sequence: 1
  fullname: Zhao, Xinna
– sequence: 2
  fullname: Mei, Xuehui
– sequence: 3
  fullname: Xiao, Zhengqing
BookMark eNpVkc1OwzAMxyM0JMbYiReoxAmhjny0zXKcxmCTkBBfErcqa5MuU5uUJEXsxkPwhDwJ2cZh2AdH9s__WPYp6GmjBQDnCI4IYfDadSjBEGFG8RHoY0hRjGAKewfvEzB0bg2DEYIYyvrALpqWFz4yMvIrEd2oSnleR7PCaNNsIqV36bmqVvFjx2vlN9GN-BC1aRuhd20vprPKNT9f3xMdzZpWWVUEhWfflZtt_U3pteK62mpNV0rzM3Asee3E8C8OwOvt7GU6j-8f7hbTyX1cEIp8vEwIRhgvaUFLnDKOSSIlHlPKGZIFkTCDY5mSUgqaZoIJnqEklUyWY4FLhikZgIu9bmvNeyecz9dhVB2-zDHF45RAkuBAjfZUxWuRKy2Nt7wIXopGhS0IqUJ-QhOKUpZkW9nLfw2B8eLTV7xzLl88P_1nr_ZsYY1zVsi8tarhdpMjmG-Plh8cjfwCWqSKTQ
CitedBy_id crossref_primary_10_1111_geoj_12569
crossref_primary_10_3390_su15032405
crossref_primary_10_3389_fenvs_2023_999675
crossref_primary_10_3390_su151511626
crossref_primary_10_1177_14673584231198414
crossref_primary_10_1007_s10668_023_03668_1
Cites_doi 10.24840/2183-0606_006.001_0003
10.1016/j.annals.2021.103292
10.1002/gsj.1364
10.1016/S0261-5177(99)00098-9
10.1016/j.bir.2021.07.005
10.3934/GF.2021011
10.1016/j.jbusres.2022.03.041
10.3390/su14063408
10.3390/su14052921
10.1080/1528008X.2018.1530164
10.3390/su132212473
10.1016/j.tourman.2020.104139
10.1016/j.tourman.2020.104078
10.1016/j.annals.2013.08.001
ContentType Journal Article
Copyright COPYRIGHT 2022 MDPI AG
2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: COPYRIGHT 2022 MDPI AG
– notice: 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
ISR
4U-
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
PIMPY
PQEST
PQQKQ
PQUKI
DOI 10.3390/su142012972
DatabaseName CrossRef
Gale In Context: Science
University Readers
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
AUTh Library subscriptions: ProQuest Central
ProQuest One Community College
ProQuest Central
Publicly Available Content Database
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest Central
University Readers
ProQuest One Academic UKI Edition
ProQuest Central Essentials
ProQuest Central Korea
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Academic
DatabaseTitleList CrossRef
Publicly Available Content Database

Database_xml – sequence: 1
  dbid: BENPR
  name: AUTh Library subscriptions: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Economics
Environmental Sciences
EISSN 2071-1050
ExternalDocumentID A747159467
10_3390_su142012972
GeographicLocations China
GeographicLocations_xml – name: China
GroupedDBID 29Q
2WC
2XV
4P2
5VS
7XC
8FE
8FH
A8Z
AAHBH
AAYXX
ACHQT
ADBBV
AENEX
AFKRA
AFMMW
ALMA_UNASSIGNED_HOLDINGS
ATCPS
BCNDV
BENPR
BHPHI
CCPQU
CITATION
E3Z
ECGQY
ESTFP
FRS
GROUPED_DOAJ
GX1
HCIFZ
IAO
IEP
ISR
ITC
KQ8
ML.
MODMG
M~E
OK1
P2P
PATMY
PIMPY
PROAC
PYCSY
TR2
4U-
ABUWG
AZQEC
DWQXO
PQEST
PQQKQ
PQUKI
ID FETCH-LOGICAL-c371t-b432122b7c7d259a234ff2877a91fc3f0608f53dfe756e9ea6145f9fd8e2d9273
IEDL.DBID BENPR
ISSN 2071-1050
IngestDate Thu Oct 10 21:53:44 EDT 2024
Tue Jul 02 03:51:28 EDT 2024
Sat Sep 28 21:29:30 EDT 2024
Thu Sep 26 20:45:35 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 20
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c371t-b432122b7c7d259a234ff2877a91fc3f0608f53dfe756e9ea6145f9fd8e2d9273
ORCID 0000-0002-1219-5680
OpenAccessLink https://www.proquest.com/docview/2728530342?pq-origsite=%requestingapplication%
PQID 2728530342
PQPubID 2032327
ParticipantIDs proquest_journals_2728530342
gale_infotracacademiconefile_A747159467
gale_incontextgauss_ISR_A747159467
crossref_primary_10_3390_su142012972
PublicationCentury 2000
PublicationDate 2022-10-01
PublicationDateYYYYMMDD 2022-10-01
PublicationDate_xml – month: 10
  year: 2022
  text: 2022-10-01
  day: 01
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Sustainability
PublicationYear 2022
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Phaosathianphan (ref_23) 2021; 40
Jiang (ref_24) 2021; 91
Li (ref_1) 2017; 9
Zaffiro (ref_4) 2018; 6
ref_11
ref_10
Yao (ref_27) 2021; 3
Song (ref_20) 2016; 5
Go (ref_16) 2000; 21
Ye (ref_21) 2019; 9
ref_18
Chan (ref_15) 2022; 43
Gannon (ref_14) 2020; 25
Yang (ref_22) 2017; 10
Wang (ref_30) 2020; 43
Sharma (ref_13) 2019; 79
Alford (ref_12) 2020; 81
Mira (ref_19) 2019; 20
Li (ref_28) 2022; 22
Marques (ref_6) 2017; 24
Sturgeon (ref_3) 2021; 1
Guo (ref_8) 2022; 1
Liu (ref_29) 2021; 42
Go (ref_5) 2020; 11
Ma (ref_9) 2022; 145
Zhao (ref_17) 2021; 4
Cheng (ref_26) 2021; 12
Molz (ref_7) 2013; 43
Tong (ref_2) 2020; 2
Pantano (ref_25) 2021; 12
References_xml – volume: 43
  start-page: 100998
  year: 2022
  ident: ref_15
  article-title: The effect of hard infrastructure on perceived destination competitiveness: The moderating impact of mobile technology
  publication-title: Tour. Manag. Perspect.
  contributor:
    fullname: Chan
– volume: 10
  start-page: 155
  year: 2017
  ident: ref_22
  article-title: The Construction and Demonstration of Inner Mongolia Regional Tourism Evaluation System from the Per-spective of Ecological Civilization
  publication-title: Ecol. Econ.
  contributor:
    fullname: Yang
– volume: 6
  start-page: 13
  year: 2018
  ident: ref_4
  article-title: How Digital Life Changes Our Personal Economy—A Market Analysis
  publication-title: J. Innov. Manag.
  doi: 10.24840/2183-0606_006.001_0003
  contributor:
    fullname: Zaffiro
– volume: 1
  start-page: 58
  year: 2022
  ident: ref_8
  article-title: Has the development of digital economy improved urban air quality: A quasi-natural experiment based on a national comprehensive experimental area of big data?
  publication-title: J. Guangdong Univ. Financ. Econ.
  contributor:
    fullname: Guo
– volume: 12
  start-page: 624
  year: 2021
  ident: ref_26
  article-title: The impact of consumers’ attitudes towards technology on the acceptance of hotel technology-based innovation
  publication-title: J. Hosp. Tour. Technol.
  contributor:
    fullname: Cheng
– volume: 11
  start-page: 183
  year: 2020
  ident: ref_5
  article-title: The traces of ecotourism in a digital world: Spatial and trend analysis of geotagged photographs on social media and Google search data for sustainable development
  publication-title: J. Hosp. Tour. Technol.
  contributor:
    fullname: Go
– volume: 91
  start-page: 103292
  year: 2021
  ident: ref_24
  article-title: Information technology and destination performance: Examining the role of dynamic capabilities
  publication-title: Ann. Tour. Res.
  doi: 10.1016/j.annals.2021.103292
  contributor:
    fullname: Jiang
– volume: 42
  start-page: 15
  year: 2021
  ident: ref_29
  article-title: The effect of digital economy on industrial structure upgrade in China
  publication-title: Res. Econ. Manag.
  contributor:
    fullname: Liu
– volume: 24
  start-page: 86
  year: 2017
  ident: ref_6
  article-title: Co-creating the city: Digital technology and creative tourism
  publication-title: Tour. Manag. Perspect.
  contributor:
    fullname: Marques
– volume: 12
  start-page: 658
  year: 2021
  ident: ref_25
  article-title: New technology and tourism industry innovation: Evidence from audio-visual patented technologies
  publication-title: J. Hosp. Tour. Technol.
  contributor:
    fullname: Pantano
– volume: 1
  start-page: 34
  year: 2021
  ident: ref_3
  article-title: Upgrading Strategies for the Digital Economy
  publication-title: Glob. Strategy J.
  doi: 10.1002/gsj.1364
  contributor:
    fullname: Sturgeon
– volume: 2
  start-page: 84
  year: 2020
  ident: ref_2
  article-title: The connotative characteristics, unique advantages and path dependence of China’s development of digital economy
  publication-title: Sci. Technol. Manag. Res.
  contributor:
    fullname: Tong
– volume: 21
  start-page: 79
  year: 2000
  ident: ref_16
  article-title: Integrated Quality Management for Tourist Destinations: A European Perspective on Achieving Competi tiveness
  publication-title: Tour. Manag.
  doi: 10.1016/S0261-5177(99)00098-9
  contributor:
    fullname: Go
– volume: 5
  start-page: 39
  year: 2016
  ident: ref_20
  article-title: Construction and Index Compilation Method of Tourism Development Quality Evaluation Index System
  publication-title: Stat. Decis.
  contributor:
    fullname: Song
– volume: 25
  start-page: 191
  year: 2020
  ident: ref_14
  article-title: Marketing for Tourism, Hospitality and Events: A Global and Digital Approach
  publication-title: Tour. Anal.
  contributor:
    fullname: Gannon
– volume: 4
  start-page: 1
  year: 2021
  ident: ref_17
  article-title: Data-Driven Spatial Econometric Analysis Model for Regional Tourism Development
  publication-title: Math Ematical Probl. Eng.
  contributor:
    fullname: Zhao
– volume: 22
  start-page: 560
  year: 2022
  ident: ref_28
  article-title: Business cycles and energy intensity. Evidence from emerging economies
  publication-title: Borsa Istanb. Rev.
  doi: 10.1016/j.bir.2021.07.005
  contributor:
    fullname: Li
– volume: 9
  start-page: 56
  year: 2019
  ident: ref_21
  article-title: Construction of the evaluation index system of tourism industry development quality in Yunnan Province
  publication-title: Stat. Decis.
  contributor:
    fullname: Ye
– volume: 3
  start-page: 198
  year: 2021
  ident: ref_27
  article-title: The impact and mechanism of fintech on green total factor productivity
  publication-title: Green Financ.
  doi: 10.3934/GF.2021011
  contributor:
    fullname: Yao
– volume: 145
  start-page: 801
  year: 2022
  ident: ref_9
  article-title: Innovation in emerging economies: Research on the digital economy driving high-quality green development
  publication-title: J. Bus. Res.
  doi: 10.1016/j.jbusres.2022.03.041
  contributor:
    fullname: Ma
– ident: ref_10
  doi: 10.3390/su14063408
– ident: ref_11
  doi: 10.3390/su14052921
– volume: 40
  start-page: 100882
  year: 2021
  ident: ref_23
  article-title: An intelligent travel technology assessment model for destination impacts of tourist adoption
  publication-title: Tour. Manag. Perspect.
  contributor:
    fullname: Phaosathianphan
– volume: 20
  start-page: 273
  year: 2019
  ident: ref_19
  article-title: The economic dimension of quality in tourism: Perceptions of Portuguese public decision makers at the local level
  publication-title: J. Qual. Assur. Hosp. Tour.
  doi: 10.1080/1528008X.2018.1530164
  contributor:
    fullname: Mira
– volume: 43
  start-page: 458
  year: 2020
  ident: ref_30
  article-title: Study on the spatiotemporal evolution of the characteristics of Xinjiang’s tourism economic network—Based on the modified gravitational model and social network analysis
  publication-title: Geogr. Arid Areas
  contributor:
    fullname: Wang
– ident: ref_18
  doi: 10.3390/su132212473
– volume: 9
  start-page: 84
  year: 2017
  ident: ref_1
  article-title: A Preliminary Discussion on the Connotation of Digital Economy
  publication-title: Electron. Gov. Aff
  contributor:
    fullname: Li
– volume: 81
  start-page: 104139
  year: 2020
  ident: ref_12
  article-title: The lone digital tourism entrepreneur: Knowledge acquisition and collaborative transfer
  publication-title: Tour. Manag.
  doi: 10.1016/j.tourman.2020.104139
  contributor:
    fullname: Alford
– volume: 79
  start-page: 104078
  year: 2019
  ident: ref_13
  article-title: Are small travel agencies ready for digital marketing? Views of travel agency managers
  publication-title: Tour. Manag.
  doi: 10.1016/j.tourman.2020.104078
  contributor:
    fullname: Sharma
– volume: 43
  start-page: 210
  year: 2013
  ident: ref_7
  article-title: Social networking technologies and the moral economy of alternative tourism: The case of couch surfing
  publication-title: Ann. Tour. Res.
  doi: 10.1016/j.annals.2013.08.001
  contributor:
    fullname: Molz
SSID ssj0000331916
Score 2.3801422
Snippet In the era of big data, the digital economy has become a key driving force for the high-quality development of tourism. Based on the annual panel data of 14...
SourceID proquest
gale
crossref
SourceType Aggregation Database
StartPage 12972
SubjectTerms Bank technology
Big data
China
Consumption
Cultural heritage
Digital economy
Digital technology
Economic aspects
Economic development
Economic research
Economics
Heterogeneity
Impact analysis
Information technology
Internet
Longitudinal studies
Research methodology
Sales promotions
Social networks
Sustainability
Sustainable development
Sustainable tourism
Technology application
Tourism
Travel industry
Title Impact of the Digital Economy in the High-Quality Development of Tourism—An Empirical Study of Xinjiang in China
URI https://www.proquest.com/docview/2728530342
Volume 14
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1fT9swED-N8gAviDEQBVZZExJPEYljx8kTKls7mDSEGEh9ixzHroq0tGvKQ9_4EHxCPgl3iTtAmvYan6PId7673-X-ABwXistSJinCEnTfhAlFgF6GDUJDY61cmWhLhcI_r5KLO_FjJEc-4Fb7tMqVTmwUdTk1FCM_5YqjZaGGdWezPwFNjaK_q36Exhqsc0QKvAPr54Or65u_UZYwRhGLkrYwL0Z8j_yNBKfoi-LvTNG_FXJjZYbbsOXdQ9Zv-fkRPthqBzZW1cP1DuwNXivTkNBfzfoTzC-bekc2dQx9OvZtMqZxIKzdumSTqnlMaR1B2zdjyd4kDNE231Dw-fGpX7HB79mk6R7CKNNwSeujSXWPwjSmdzVjt3fhbji4_XoR-IEKgYlVtAgKEaOl4oUyqkTYo3ksnEPIpHQWORO7MAlTJ-PSWSUTm1mNtlu6zJWp5WWGjs4edKppZfeBudBZbgjfSit0KVIhi1SlmdAKPUZrunC8Ott81vbNyBFvEAvyNyzowhc695w6UVSU6jLWD3WdX_66yfsEl2WGirwLJ57ITRdzbbSvHMAvoeZV7yiPVvzL_V2s81fJOfj_8iFscipuaFL1jqCzmD_Yz-hyLIqel6serH0fRS_JJtgo
link.rule.ids 315,783,787,21402,27938,27939,33758,43819,74638
linkProvider ProQuest
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1fT9swED8xeGAv08aGVmDDmpD2FC117Dh5mrqtqOVPNTGQ-mY5jl0VibRrykPf-BD7hPsku0vcARLiNT5Hke98_3L3O4CjQnFZyjTDsATdN2FjEaGX4aLY0lgrX6bGUaPw-SgdXImTsRyHhFsdyirXOrFR1OXMUo78C1ccLQsB1n2d_45oahT9XQ0jNF7AFkFVoVRvfeuPfl78z7LECYpYN20b8xKM75G_XcEp-6L4I1P0tEJurMzxa3gV3EPWa_n5BjZctQPb6-7hegd2-_edaUgYrmb9FhbDpt-RzTxDn479mE5oHAhrt67YtGoeU1lH1OJmrNiDgiHaFgAF_9796VWsfzOfNughjCoNV7Q-nlbXKEwTelczdvsdXB33L78PojBQIbKJ6i6jQiRoqXihrCox7DE8Ed5jyKRM3vU28XEaZ14mpXdKpi53Bm239LkvM8fLHB2dXdisZpV7D8zH3nFL8a10wpQiE7LIVJYLo9BjdLYDR-uz1fMWN0NjvEEs0A9Y0IFPdO6akCgqKnWZmNu61sNfF7pH4bLMUZF34HMg8rPlwlgTOgfwSwi86hHlwZp_OtzFWt9Lzt7zy4ewPbg8P9Nnw9HpPrzk1OjQlO0dwOZyces-oPuxLD4GGfsHGOXaMQ
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1fb9MwED9BJwEviG1MK4zNmibtKVrq2HHyhAprtQKrpsGkvlmOY1dFIi1N99A3PgSfkE_CXeLuj4R4je0o8p3vfuf87g7gpFBcljLNMCxB-CZsLCJEGS6KLbW18mVqHCUKX47TixvxaSIngf9UB1rlxiY2hrqcW7ojP-OKo2ehgnVnPtAirs6H7xc_I-ogRX9aQzuNp7ClBGpVB7Y-DMZX13c3LnGC6tZL2yS9BGN9lHVPcLqJUfyRW_q3cW48zvAVvAxQkfVb2W7DE1ftwPNNJnG9A3uD-yw1nBiOab0Ly1GT-8jmniG-Y-ezKbUGYe3SNZtVzWOieERtDY01e0AeomWhuOCfX7_7FRv8WMyaSiKMWIdrGp_Mqu-oWFN6V9OC-zXcDAffPl5EoblCZBPVW0WFSNBr8UJZVWIIZHgivMfwSZm8523i4zTOvExK75RMXe4M-nHpc19mjpc5gp496FTzyu0D87F33FKsK50wpciELDKV5cIoRI_OduFks7d60dbQ0Bh7kAj0AxF04Zj2XVNViorkOzW3da1HX691n0JnmaNR78JpmOTnq6WxJmQR4JdQIatHMw828tPhXNb6Xove_H_4CJ6heukvo_Hnt_CCU85Dw-A7gM5qeeveIRJZFYdBxf4CIUHeZQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Impact+of+the+Digital+Economy+in+the+High-Quality+Development+of+Tourism%E2%80%94An+Empirical+Study+of+Xinjiang+in+China&rft.jtitle=Sustainability&rft.au=Zhao%2C+Xinna&rft.au=Mei%2C+Xuehui&rft.au=Xiao%2C+Zhengqing&rft.date=2022-10-01&rft.pub=MDPI+AG&rft.issn=2071-1050&rft.eissn=2071-1050&rft.volume=14&rft.issue=20&rft_id=info:doi/10.3390%2Fsu142012972&rft.externalDBID=ISR&rft.externalDocID=A747159467
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2071-1050&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2071-1050&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2071-1050&client=summon