Economic Development and Mountain Tourism Research from 2010 to 2020: Bibliometric Analysis and Science Mapping Approach
Abstract
:1. Introduction
1.1. Ecological, Cultural, and Economic Characteristic of Mountain Tourism
1.2. Mountain Tourism as a Safe and Health Activity
1.3. Increasing Popularity of Mountain Tourism
1.4. Research Significance and Structure
- (1)
- We applied a scientific mapping approach that consisted of a bibliometric literature search and scientometric analysis [24] to minimize the subjectivity and bias in review-based studies concerning mountain tourism.
- (2)
- The results indicated that government and industry professionals need to maintain the relationship between sustainable mountain tourism development and environmental conservation. Due to the COVID-19 pandemic, mountain tourist destination management should collaborate with other competitors in the market to develop novel and innovative sustainable methods to maximize their economic benefits that align with ecological conservation and the social values of the local community [19,20].
2. Literature Review
2.1. Climate Change in Mountain Tourism Areas
2.2. Sustainable Mountain Tourism Development
2.3. Mountain Tourism in Rural Areas
2.4. Landscape Attributor for Mountain Tourism
3. Bibliometrics and the Science-Mapping Research Method
3.1. Bibliometrics
3.2. Science Mapping
4. Results of Scientometric Analysis
4.1. An Overview of the Literature Review
4.2. Science Mapping of Published Sources
4.3. Co-Occurrence of Keywords
4.4. Co-Authorship Analysis
4.5. Citation of Articles
4.6. Countries Active in Mountain Research
5. Discussion
5.1. Transport to the Mountain and Economic Efficiency
5.2. Romania Created a Competitive Advantage Based on Mountain Tourism
5.3. Coopetition in Mountain Tourism
6. Conclusions
6.1. Theoretical Implications
6.2. Policy Implications
6.3. Further Research Direction and Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
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Country | Number of Documents | Number of Citations | Average Publication Year | Average Citation | Avg. Norm. Citation |
---|---|---|---|---|---|
Sustainability | 59 | 236 | 2018 | 4 | 1.221 |
Journal of Mountain Science | 35 | 121 | 2017 | 3.4571 | 0.7382 |
Mountain Research and Development | 32 | 489 | 2014 | 15.2812 | 1.565 |
Journal of Sustainable Tourism | 21 | 300 | 2016 | 14.2857 | 2.2101 |
Tourism Management | 20 | 405 | 2016 | 20.25 | 2.8559 |
Journal of Environmental Management | 16 | 560 | 2015 | 35 | 3.462 |
Tourism geographies | 15 | 144 | 2017 | 9.6 | 1.4735 |
Current Issues in Tourism | 13 | 82 | 2015 | 6.3077 | 1.8304 |
Geoheritage | 11 | 118 | 2017 | 10.7273 | 1.8142 |
Scandinavian Journal of Hospitality and Tourism | 11 | 123 | 2014 | 11.1818 | 1.1132 |
Tourism Management Perspectives | 10 | 101 | 2017 |
Keywords in Mountain Tourism Research | Occurrence | Average Publication Year | Average Citation | Avg. Norm. Citation |
---|---|---|---|---|
Climate change | 69 | 2016 | 12 | 1.6317 |
Sustainable development | 40 | 2015 | 2.825 | 0.5227 |
Sustainability | 29 | 2017 | 12.931 | 2.0567 |
Sustainable tourism | 29 | 2016 | 10.4138 | 1.2991 |
Protected areas | 26 | 2016 | 8 | 1.2379 |
Rural tourism | 25 | 2015 | 3.68 | 0.6795 |
Conservation | 24 | 2016 | 6.8333 | 0.8472 |
Tourism development | 23 | 2015 | 4.6957 | 0.8368 |
Landscape | 21 | 2016 | 2.9048 | 0.8229 |
Ecotourism | 19 | 2015 | 5.5789 | 0.9144 |
GIS | 19 | 2015 | 5.1579 | 0.7235 |
Nature-based tourism | 19 | 2014 | 18.4211 | 1.7346 |
Adaptation | 17 | 2017 | 9.2353 | 2.3745 |
Geotourism | 17 | 2015 | 10.4706 | 1.3774 |
Mountain biking | 17 | 2015 | 21.7059 | 2.3091 |
National parks | 15 | 2016 | 5.2667 | 0.9571 |
Ski resorts | 15 | 2016 | 3.9333 | 0.7221 |
Alps | 14 | 2016 | 7.8571 | 1.4638 |
Nepal | 14 | 2016 | 11.7857 | 1.1724 |
Recreation | 14 | 2014 | 14.5714 | 1.9272 |
Biodiversity | 12 | 2014 | 12.3333 | 1.3604 |
China | 12 | 2017 | 3.4167 | 0.8532 |
Mountaineering | 12 | 2016 | 7.3333 | 1.414 |
Winter tourism | 12 | 2013 | 11.6667 | 1.3927 |
Agritourism | 11 | 2017 | 3.7273 | 1.8328 |
Ecosystem services | 11 | 2017 | 9.1818 | 2.0999 |
Regional development | 11 | 2014 | 5.7273 | 0.721 |
Romania | 11 | 2016 | 2.7273 | 0.4245 |
Rural development | 11 | 2017 | 1.0909 | 0.4433 |
Management | 10 | 2016 | 3.8 | 0.5539 |
Recreation ecology | 10 | 2013 | 36.7 | 3.2407 |
Agriculture | 9 | 2015 | 3.7778 | 0.3533 |
Cultural heritage | 9 | 2015 | 0.4444 | 0.049 |
Natural hazards | 9 | 2015 | 10.5556 | 1.4528 |
Outdoor recreation | 9 | 2018 | 3.1111 | 0.8315 |
Perception | 9 | 2015 | 17.1111 | 1.7591 |
Switzerland | 9 | 2014 | 18.5556 | 1.6058 |
Tourism destination | 9 | 2017 | 14 | 1.7991 |
Environment | 8 | 2015 | 3 | 0.4915 |
Hiking | 8 | 2016 | 23 | 2.4248 |
Himalaya | 8 | 2016 | 5.375 | 1.0144 |
Land use | 8 | 2015 | 7.25 | 0.9649 |
Serbia | 8 | 2016 | 9.5 | 0.823 |
Tatra national park | 8 | 2017 | 2.5 | 0.5955 |
Tourism impacts | 8 | 2015 | 10.375 | 1.4415 |
Tourism industry | 8 | 2015 | 14.5 | 1.3674 |
Turkey | 8 | 2014 | 10.125 | 1.133 |
Adventure tourism | 7 | 2015 | 9.7143 | 1.1513 |
Disturbance | 7 | 2016 | 8 | 0.7085 |
Forest management | 7 | 2016 | 10.8571 | 1.4669 |
Heritage | 7 | 2016 | 1 | 0.2122 |
Migration | 7 | 2015 | 13.4286 | 1.559 |
Pyrenees | 7 | 2014 | 15.2857 | 1.4808 |
Spain | 7 | 2017 | 14.1429 | 1.787 |
Scholar | Number of Documents | Number of Citations | Average Publication Year | Average Citation | Avg. Norm. Citation |
---|---|---|---|---|---|
Liu, J. | 10 | 99 | 2017 | 9.9 | 1.1392 |
Zhang, J. | 9 | 82 | 2018 | 9.1111 | 2.7787 |
Yang, Z. | 8 | 69 | 2017 | 8.625 | 1.5783 |
Wang, C. | 5 | 45 | 2018 | 9 | 2.9747 |
Zhang, Z. | 5 | 58 | 2017 | 11.6 | 1.8092 |
Wang, W. | 4 | 45 | 2015 | 11.25 | 1.2815 |
Zhou, L. | 4 | 46 | 2016 | 11.5 | 2.5371 |
Gu, X. | 3 | 36 | 2015 | 12 | 2.4708 |
Hu, H. | 3 | 50 | 2018 | 16.6667 | 5.589 |
Yu, P. | 3 | 50 | 2018 | 16.6667 | 5.589 |
Zhou, Y. | 3 | 69 | 2014 | 23 | 3.5892 |
Scholar | Title | Number of Citations | Average Publication Year | Average Citation | Avg. Norm. Citation |
---|---|---|---|---|---|
Steven (2011) | A review of the impacts of nature-based recreation on birds | 126 | 2011 | 126 | 9.1577 |
Pickering (2010b) | Comparing hiking, mountain biking, and horse-riding impacts on vegetation and soils in Australia and the United States of America | 119 | 2010 | 119 | 8.2069 |
Beniston (2012b) | Impacts of climatic change on water and associated economic activities in the Swiss Alps | 99 | 2012 | 99 | 8.7 |
Rixen (2011) | Winter tourism and climate change in the Alps: an assessment of resource consumption, snow reliability, and future snowmaking potential | 67 | 2011 | 67 | 4.8696 |
Beniston (2012a) | Is snow in the Alps receding or disappearing? | 66 | 2012 | 66 | 5.8 |
Cetin (2016) | Evaluating the recreation potential of Ilgaz Mountain National Park in Turkey | 64 | 2016 | 64 | 12.3496 |
Thiel (2011) | Winter tourism increases stress hormone levels in the capercaillie Tetrao urogallus | 60 | 2011 | 60 | 4.3608 |
Braunisch (2011) | Spatially explicit modelling of conflict zones between wildlife and snow sports: prioritizing areas for winter refuges | 55 | 2011 | 55 | 3.9974 |
Pickering (2010a) | Climate response by the ski industry: the shortcomings of snowmaking for Australian resorts | 49 | 2010 | 49 | 3.3793 |
Barros (2013) | Impacts of informal trails on vegetation and soils in the highest protected area in the southern hemisphere | 44 | 2013 | 44 | 3.4412 |
Country | Developing/Developed Countries | Continent | Weight (Links) | Weight (Total Link Strength) | Weight (Documents) |
---|---|---|---|---|---|
China. P. R. | Developing | East Asia | 24 | 7936 | 301 |
U.S. | Developed | North America | 24 | 12064 | 134 |
Romania | Developing | South Europe | 24 | 2124 | 104 |
Italy | Developed | South Europe | 24 | 7803 | 93 |
Australia | Developed | Oceania | 24 | 10468 | 75 |
Spain | Developed | South Europe | 24 | 6907 | 69 |
France | Developed | West Europe | 24 | 5628 | 69 |
Switzerland | Developed | Central Europe | 24 | 8566 | 64 |
Poland | Developing | Central Europe | 24 | 3651 | 64 |
Germany | Developed | Central Europe | 24 | 8039 | 62 |
Austria | Developed | Central Europe | 24 | 8415 | 60 |
Slovakia | Developed | Central Europe | 24 | 2068 | 49 |
U.K. | Developed | West Europe | 24 | 5529 | 47 |
Canada | Developed | North America | 24 | 6934 | 46 |
Turkey | Developing | West Asia | 24 | 647 | 37 |
Serbia | Developing | South Europe | 24 | 1811 | 34 |
Czech Republic | Developed | Central Europe | 24 | 2501 | 33 |
Sweden | Developed | North Europe | 24 | 3472 | 28 |
Norway | Developed | North Europe | 24 | 3076 | 26 |
Greece | Developing | South Europe | 24 | 1729 | 23 |
Japan | Developed | East Asia | 24 | 1612 | 21 |
India | Developing | South Asia | 24 | 1855 | 20 |
South Africa | Developing | Africa | 24 | 1398 | 20 |
Slovenia | Developed | South Europe | 24 | 1655 | 18 |
Nepal | Developing | South Asia | 24 | 1664 | 16 |
Country | Developing/Developed Countries | Continent | Number of Citations |
---|---|---|---|
U.S. | Developed | North America | 1679 |
Australia | Developed | Oceania | 1159 |
China. P. R. | Developing | East Asia | 1053 |
Switzerland | Developed | Central Europe | 1023 |
Italy | Developed | South Europe | 880 |
Spain | Developed | South Europe | 830 |
Canada | Developed | North America | 727 |
Germany | Developed | Central Europe | 695 |
U.K. | Developed | West Europe | 638 |
Austria | Developed | Central Europe | 528 |
France | Developed | West Europe | 385 |
Poland | Developing | Central Europe | 374 |
Sweden | Developed | North Europe | 311 |
Norway | Developed | North Europe | 251 |
Turkey | Developing | West Asia | 238 |
Romania | Developing | South Europe | 223 |
Nepal | Developing | South Asia | 212 |
Greece | Developing | South Europe | 195 |
Serbia | Developing | South Europe | 171 |
Czech Republic | Developed | Central Europe | 163 |
India | Developing | South Asia | 152 |
South Africa | Developing | Africa | 148 |
Japan | Developed | East Asia | 123 |
Slovakia | Developed | Central Europe | 106 |
Slovenia | Developed | South Europe | 78 |
Country | Developing/Developed Countries | Continent | Average Citation |
---|---|---|---|
Switzerland | Developed | Central Europe | 15.9844 |
Canada | Developed | North America | 15.8043 |
Australia | Developed | Oceania | 15.4533 |
U.K. | Developed | West Europe | 13.5745 |
Nepal | Developing | South Asia | 13.25 |
U.S. | Developed | North America | 12.5299 |
Spain | Developed | South Europe | 12.029 |
Germany | Developed | Central Europe | 11.2097 |
Sweden | Developed | North Europe | 11.1071 |
Norway | Developed | North Europe | 9.6538 |
Italy | Developed | South Europe | 9.4624 |
Austria | Developed | Central Europe | 8.8 |
Greece | Developing | South Europe | 8.4783 |
India | Developing | South Asia | 7.6 |
South Africa | Developing | Africa | 7.4 |
Turkey | Developing | West Asia | 6.4324 |
Japan | Developed | East Asia | 5.8571 |
Poland | Developing | Central Europe | 5.8438 |
France | Developed | West Europe | 5.5797 |
Serbia | Developing | South Europe | 5.0294 |
Czech Republic | Developed | Central Europe | 4.9394 |
Slovenia | Developed | South Europe | 4.3333 |
China. P. R. | Developing | East Asia | 3.4983 |
Slovakia | Developed | Central Europe | 2.1633 |
Romania | Developing | South Europe | 2.1442 |
Country | Developing/Developed Countries | Continent | Avg. Norm. Citation |
---|---|---|---|
Sweden | Developed | North Europe | 1.9165 |
Canada | Developed | North America | 1.8586 |
Australia | Developed | Oceania | 1.8459 |
Nepal | Developing | South Asia | 1.8222 |
Switzerland | Developed | Central Europe | 1.7745 |
Spain | Developed | South Europe | 1.7285 |
Austria | Developed | Central Europe | 1.6975 |
Germany | Developed | Central Europe | 1.6811 |
U.K. | Developed | West Europe | 1.5597 |
India | Developing | South Asia | 1.5229 |
Italy | Developed | South Europe | 1.4907 |
U.S. | Developed | North America | 1.4868 |
Greece | Developing | South Europe | 1.1594 |
Norway | Developed | North Europe | 1.1237 |
South Africa | Developing | Africa | 1.1019 |
Poland | Developing | Central Europe | 0.9918 |
France | Developed | West Europe | 0.9739 |
Slovenia | Developed | South Europe | 0.9076 |
Turkey | Developing | West Asia | 0.8991 |
Serbia | Developing | South Europe | 0.8241 |
Czech Republic | Developed | Central Europe | 0.6498 |
Japan | Developed | East Asia | 0.6044 |
China. P. R. | Developing | East Asia | 0.5785 |
Romania | Developing | South Europe | 0.4353 |
Slovakia | Developed | Central Europe | 0.3753 |
Country | Developing/Developed Countries | Continent | Average Publication Year |
---|---|---|---|
Slovenia | Developed | South Europe | 2013.8333 |
Turkey | Developing | West Asia | 2014.0541 |
Nepal | Developing | South Asia | 2014.4667 |
Switzerland | Developed | Central Europe | 2014.875 |
Romania | Developing | South Europe | 2015.0192 |
U.S. | Developed | North America | 2015.0985 |
Norway | Developed | North Europe | 2015.2174 |
Czech Republic | Developed | Central Europe | 2015.2812 |
Australia | Developed | Oceania | 2015.3288 |
Canada | Developed | North America | 2015.3913 |
Country | Developing/Developed Countries | Continent | Average Publication Year |
---|---|---|---|
Poland | Developing | Central Europe | 2016.5968 |
India | Developing | South Asia | 2016.5789 |
Austria | Developed | Central Europe | 2016.4833 |
Sweden | Developed | North Europe | 2016.4815 |
France | Developed | West Europe | 2016.4638 |
Spain | Developed | South Europe | 2016.1014 |
Italy | Developed | South Europe | 2015.9565 |
Japan | Developed | East Asia | 2015.9 |
Greece | Developing | South Europe | 2015.7727 |
Germany | Developed | Central Europe | 2015.7258 |
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Zeng, L.; Li, R.Y.M.; Nuttapong, J.; Sun, J.; Mao, Y. Economic Development and Mountain Tourism Research from 2010 to 2020: Bibliometric Analysis and Science Mapping Approach. Sustainability 2022, 14, 562. https://doi.org/10.3390/su14010562
Zeng L, Li RYM, Nuttapong J, Sun J, Mao Y. Economic Development and Mountain Tourism Research from 2010 to 2020: Bibliometric Analysis and Science Mapping Approach. Sustainability. 2022; 14(1):562. https://doi.org/10.3390/su14010562
Chicago/Turabian StyleZeng, Liyun, Rita Yi Man Li, Jotikasthira Nuttapong, Jinkun Sun, and Yunyi Mao. 2022. "Economic Development and Mountain Tourism Research from 2010 to 2020: Bibliometric Analysis and Science Mapping Approach" Sustainability 14, no. 1: 562. https://doi.org/10.3390/su14010562
APA StyleZeng, L., Li, R. Y. M., Nuttapong, J., Sun, J., & Mao, Y. (2022). Economic Development and Mountain Tourism Research from 2010 to 2020: Bibliometric Analysis and Science Mapping Approach. Sustainability, 14(1), 562. https://doi.org/10.3390/su14010562