ADF Unit Root Test.

<div><p>Extant studies have predominantly focused on understanding the effects of inbound tourism on economic growth. At the same time, it ignores the key factors that promote outbound tourism in a country. Outbound tourism not only plays a crucial role in the sustainable development of...

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Main Author: Ahsan Akbar (12465492) (author)
Other Authors: Farrukh Nawaz (17986582) (author), Xie Hui (761950) (author), Irfan Ullah (847820) (author), Minhas Akbar (20620847) (author), Veronika Zidova (21865391) (author), Asokan Vasudevan (20620853) (author)
Published: 2025
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author Ahsan Akbar (12465492)
author2 Farrukh Nawaz (17986582)
Xie Hui (761950)
Irfan Ullah (847820)
Minhas Akbar (20620847)
Veronika Zidova (21865391)
Asokan Vasudevan (20620853)
author2_role author
author
author
author
author
author
author_facet Ahsan Akbar (12465492)
Farrukh Nawaz (17986582)
Xie Hui (761950)
Irfan Ullah (847820)
Minhas Akbar (20620847)
Veronika Zidova (21865391)
Asokan Vasudevan (20620853)
author_role author
dc.creator.none.fl_str_mv Ahsan Akbar (12465492)
Farrukh Nawaz (17986582)
Xie Hui (761950)
Irfan Ullah (847820)
Minhas Akbar (20620847)
Veronika Zidova (21865391)
Asokan Vasudevan (20620853)
dc.date.none.fl_str_mv 2025-07-31T17:44:14Z
dc.identifier.none.fl_str_mv 10.1371/journal.pone.0328445.t002
dc.relation.none.fl_str_mv https://figshare.com/articles/dataset/ADF_Unit_Root_Test_/29730950
dc.rights.none.fl_str_mv CC BY 4.0
info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Ecology
Sociology
Developmental Biology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
promoting goodwill towards
per capita income
different geographical locations
1 unit increase
also helps foster
increase tourism outflow
led economic growth
individual hdi show
china &# 8217
promote outbound tourism
human development index
economic growth
human development
outbound tourism
hdi index
also provides
sustainable development
tourism outflows
inbound tourism
working habits
use data
study aims
predominantly focused
positive impact
policy prescriptions
outlined regarding
new evidence
life expectancy
key factors
cultural similarities
crucial role
25 %.
dc.title.none.fl_str_mv ADF Unit Root Test.
dc.type.none.fl_str_mv Dataset
info:eu-repo/semantics/publishedVersion
dataset
description <div><p>Extant studies have predominantly focused on understanding the effects of inbound tourism on economic growth. At the same time, it ignores the key factors that promote outbound tourism in a country. Outbound tourism not only plays a crucial role in the sustainable development of the host country but also helps foster an understanding of cross-cultural similarities and differences, promoting goodwill towards the home country. It also provides an opportunity to experience the cuisine, weather, and working habits of different geographical locations. Therefore, this study aims to investigate the relationship between the Human Development Index and tourism outflows in the context of China. We use data from the period 1995–2020 to estimate the relationship between the Human Development Index (HDI) and tourism outflows. The short-run and long-run Autoregressive Distributed Lag (ARDL) results indicate that improving China’s Human Development Index (HDI) has a positive impact on tourism outflows. More precisely, a 1 unit increase in the HDI index will increase tourism outflow by 5.25%. Furthermore, the results of individual HDI show that life expectancy, per capita income, and education considerably promote China’s tourism outflows. Policy prescriptions are outlined regarding the spillover effects of China’s human development on the tourism-led economic growth of recipient countries.</p></div>
eu_rights_str_mv openAccess
id Manara_c88db1a3aeec804119ee577ee9ede9b6
identifier_str_mv 10.1371/journal.pone.0328445.t002
network_acronym_str Manara
network_name_str ManaraRepo
oai_identifier_str oai:figshare.com:article/29730950
publishDate 2025
repository.mail.fl_str_mv
repository.name.fl_str_mv
repository_id_str
rights_invalid_str_mv CC BY 4.0
spelling ADF Unit Root Test.Ahsan Akbar (12465492)Farrukh Nawaz (17986582)Xie Hui (761950)Irfan Ullah (847820)Minhas Akbar (20620847)Veronika Zidova (21865391)Asokan Vasudevan (20620853)EcologySociologyDevelopmental BiologyScience PolicyEnvironmental Sciences not elsewhere classifiedBiological Sciences not elsewhere classifiedpromoting goodwill towardsper capita incomedifferent geographical locations1 unit increasealso helps fosterincrease tourism outflowled economic growthindividual hdi showchina &# 8217promote outbound tourismhuman development indexeconomic growthhuman developmentoutbound tourismhdi indexalso providessustainable developmenttourism outflowsinbound tourismworking habitsuse datastudy aimspredominantly focusedpositive impactpolicy prescriptionsoutlined regardingnew evidencelife expectancykey factorscultural similaritiescrucial role25 %.<div><p>Extant studies have predominantly focused on understanding the effects of inbound tourism on economic growth. At the same time, it ignores the key factors that promote outbound tourism in a country. Outbound tourism not only plays a crucial role in the sustainable development of the host country but also helps foster an understanding of cross-cultural similarities and differences, promoting goodwill towards the home country. It also provides an opportunity to experience the cuisine, weather, and working habits of different geographical locations. Therefore, this study aims to investigate the relationship between the Human Development Index and tourism outflows in the context of China. We use data from the period 1995–2020 to estimate the relationship between the Human Development Index (HDI) and tourism outflows. The short-run and long-run Autoregressive Distributed Lag (ARDL) results indicate that improving China’s Human Development Index (HDI) has a positive impact on tourism outflows. More precisely, a 1 unit increase in the HDI index will increase tourism outflow by 5.25%. Furthermore, the results of individual HDI show that life expectancy, per capita income, and education considerably promote China’s tourism outflows. Policy prescriptions are outlined regarding the spillover effects of China’s human development on the tourism-led economic growth of recipient countries.</p></div>2025-07-31T17:44:14ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0328445.t002https://figshare.com/articles/dataset/ADF_Unit_Root_Test_/29730950CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/297309502025-07-31T17:44:14Z
spellingShingle ADF Unit Root Test.
Ahsan Akbar (12465492)
Ecology
Sociology
Developmental Biology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
promoting goodwill towards
per capita income
different geographical locations
1 unit increase
also helps foster
increase tourism outflow
led economic growth
individual hdi show
china &# 8217
promote outbound tourism
human development index
economic growth
human development
outbound tourism
hdi index
also provides
sustainable development
tourism outflows
inbound tourism
working habits
use data
study aims
predominantly focused
positive impact
policy prescriptions
outlined regarding
new evidence
life expectancy
key factors
cultural similarities
crucial role
25 %.
status_str publishedVersion
title ADF Unit Root Test.
title_full ADF Unit Root Test.
title_fullStr ADF Unit Root Test.
title_full_unstemmed ADF Unit Root Test.
title_short ADF Unit Root Test.
title_sort ADF Unit Root Test.
topic Ecology
Sociology
Developmental Biology
Science Policy
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
promoting goodwill towards
per capita income
different geographical locations
1 unit increase
also helps foster
increase tourism outflow
led economic growth
individual hdi show
china &# 8217
promote outbound tourism
human development index
economic growth
human development
outbound tourism
hdi index
also provides
sustainable development
tourism outflows
inbound tourism
working habits
use data
study aims
predominantly focused
positive impact
policy prescriptions
outlined regarding
new evidence
life expectancy
key factors
cultural similarities
crucial role
25 %.