Abstract
The current environmental crisis is mostly due to global warming. Promoting walking and cycling requires both the availability of green public areas (such as parks, green paths, and greenways) and a mentality that values such active modes of transportation. Significant health advantages from increased physical activity (PA) are associated with transportation options like walking and cycling (sometimes known as “active transportation,” AT): the health and environmental advantages of encouraging workers to use bicycles for transportation been widely acknowledged. The authors of this research set out to fill this information gap by investigating the theoretically theorized links between green public space awareness and attitudes toward active mobility, adapting to a changing environment, and improving one’s mental and physical health, with leisure and tourist activities serving as a moderator. The data was collected quantitatively using purposive sampling and then analyzed using PLS-SEM. We surveyed Korean walkers (n = 282) and bikers (n = 315) online between May 25 and June 17, 2021, and used a partial least squares structural equation modeling (PLS-SEM) analysis to test our hypothesis. As stated in the findings, being conscious of green public space when using active transportation significantly affects how clean the air feels. Active transportation was shown to have a significant effect on health, and climate change mitigation efforts were found to have a significant effect on health. Those who used active transportation for tourism had a stronger connection between green public space awareness and air quality, in addition to environmental sustainability and ethical conduct mitigation, than those who used active transport for recreation. Therefore, the model may aid in locating transport and health scenarios that benefit both sectors.
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References
Afrifa GA, Tingbani I, Yamoah F, Appiah G (2020) Innovation input, governance and climate change: evidence from emerging countries. Technol Forecast Soc Chang 161:120256. https://doi.org/10.1016/j.techfore.2020.120256
Ahmad M, Zhao ZY, Irfan M, Mukeshimana MC (2019) Empirics on influencing mechanisms among energy, finance, trade, environment, and economic growth: a heterogeneous dynamic panel data analysis of China. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-019-04673-6
Akther T, Nur T (2022) A model of factors influencing COVID-19 vaccine acceptance: a synthesis of the theory of reasoned action, conspiracy theory belief, awareness, perceived usefulness, and perceived ease of use. https://doi.org/10.1371/journal.pone.0261869
Alkhuzaim L, Zhu Q, Sarkis J (2021) Evaluating emergy analysis at the nexus of circular economy and sustainable supply chain management. Sustainable Production and Consumption 25:413–424. https://doi.org/10.1016/j.spc.2020.11.022
Alola AA, Eluwole KK, Lasisi TT, Alola UV (2021) Perspectives of globalization and tourism as drivers of ecological footprint in top 10 destination economies. Environ Sci Pollut Res 28(24):31607–31617. https://doi.org/10.1007/S11356-021-12871-4
Alola AA, Alola UV, Akdag S, Yildirim H (2022) The role of economic freedom and clean energy in environmental sustainability: implication for the G-20 economies. Environ Sci Pollut Res :0123456789. https://doi.org/10.1007/s11356-022-18666-5
Alzaidi MS, Shehawy YM (2022) Cross-national differences in mobile learning adoption during COVID-19. Educ Train. https://doi.org/10.1108/ET-05-2021-0179
Anser MK, Yousaf Z, Awan U, Nassani AA, Abro MMQ, Zaman K (2020) Identifying the carbon emissions damage to international tourism: turn a blind eye. Sustainability (switzerland). https://doi.org/10.3390/su12051937
Anser MK, Syed QR, Apergis N (2021) Does geopolitical risk escalate CO2 emissions? Evidence from the BRICS countries. Environ Sci Pollut Res 28(35):48011–48021. https://doi.org/10.1007/S11356-021-14032-Z/TABLES/8
Appolloni A, Chiappetta Jabbour CJ, D’Adamo I, Gastaldi M, Settembre-Blundo D (2022) Green recovery in the mature manufacturing industry: the role of the green-circular premium and sustainability certification in innovative efforts. Ecol Econ 193:107311. https://doi.org/10.1016/J.ECOLECON.2021.107311
Arminen H, Menegaki AN (2019) Corruption, climate and the energy-environment-growth nexus. Energy Economics. https://doi.org/10.1016/j.eneco.2019.02.009
Assadi MH, Segev Y, Tarasiuk A (2020) Upper airway obstruction elicited energy imbalance leads to growth retardation that persists after the obstruction removal. Sci Rep 10(1):3206. https://doi.org/10.1038/s41598-020-60226-9
Astawa IP, Astara IWW, Mudana IG, Dwiatmadja C (2021) Managing sustainable microfinance institutions in the Covid-19 situation through revitalizing balinese cultural identity. Quality Access to Success 22(184):131–137. https://doi.org/10.47750/qas/22.184.17
Awosusi AA, Xulu NG, Ahmadi M, Rjoub H, Altuntaş M, Uhunamure SE, Akadiri SS, Kirikkaleli D (2022) The sustainable environment in uruguay: the roles of financial development, natural resources, and trade globalization. Front Environ Sci 10:430. https://doi.org/10.3389/fenvs.2022.875577
Awwad Al-Shammari AS, Alshammrei S, Nawaz N, Tayyab M (2022) Green human resource management and sustainable performance with the mediating role of green innovation: a perspective of new technological era. Front Environ Sci 10:581. https://doi.org/10.3389/FENVS.2022.901235/BIBTEX
Baah C, Opoku-Agyeman D, Acquah ISK, Agyabeng-Mensah Y, Afum E, Faibil D, Abdoulaye FAM (2021) Examining the correlations between stakeholder pressures, green production practices, firm reputation, environmental and financial performance: evidence from manufacturing SMEs. Sustainable Production and Consumption 27:100–114. https://doi.org/10.1016/j.spc.2020.10.015
Bai X (2021) Tanker freight rates and economic policy uncertainty: a wavelet-based copula approach. Energy 235:121383. https://doi.org/10.1016/j.energy.2021.121383
Balsalobre-Lorente D, Driha OM, Sinha A (2020) The dynamic effects of globalization process in analysing N-shaped tourism led growth hypothesis. J Hosp Tour Manag 43:42–52. https://doi.org/10.1016/j.jhtm.2020.02.005
Bei J, Wang C (2023) Renewable energy resources and sustainable development goals: evidence based on green finance, clean energy and environmentally friendly investment. Resour Policy 80. https://doi.org/10.1016/j.resourpol.2022.103194
Bigerna S, Micheli S, Polinori P (2019) Willingness to pay for electric boats in a protected area in Italy: a sustainable tourism perspective. J Clean Prod 224:603–613. https://doi.org/10.1016/j.jclepro.2019.03.266
Camilleri MA (2022) Strategic attributions of corporate social responsibility and environmental management: the business case for doing well by doing good! Sustain Dev 30(3):409–422. https://doi.org/10.1002/sd.2256
Castillo-manzano JI, Castro-nuño M, Pozo-barajas R (2021) Addicted to cruises ? Key Drivers Cruise Ship Loyalty Behavior through an e-WOM Approach. Int J Contem Hosp Manag. https://doi.org/10.1108/IJCHM-05-2021-0642
Castro S, Lacap JP, Garbosa TM, Jimenez E, Mallari SF (2022) Philippine television network companies’ corporate social responsibility engagements and electronic word-of-mouth: the intervening role of consumer-company identification. J Asia-Pacific Bus 23(1):24–45. https://doi.org/10.1080/10599231.2022.2025643
Charnock R, Thomson I (2020) Accounting and climate finance: engaging with the intergovernmental panel on climate change. Soc Environ Accountability J. https://doi.org/10.1080/0969160x.2020.1761064
Chen L, Huo C (2022) The measurement and influencing factors of high-quality economic development in China. Sustainability 14(15):9293. https://doi.org/10.3390/SU14159293
Chen Y, Long X, Salman M (2021) Did the 2014 Nanjing Youth Olympic Games enhance environmental efficiency? New evidence from a quasi-natural experiment. Energy Policy 159:112581. https://doi.org/10.1016/J.ENPOL.2021.112581
Chen Y, Chen Z, Guo D, Zhao Z, Lin T, Zhang C (2022) Underground space use of urban built-up areas in the central city of Nanjing: insight based on a dynamic population distribution. Underground Space 7(5):748–766. https://doi.org/10.1016/J.UNDSP.2021.12.006
Cheng W Q, Wang ZF, Chen QC (2021) Tourism environment fit, local attachment and tourists’ environmental behavior: a case study of Wulingyuan world heritage site. Resour Environ Yangtze Basin. https://doi.org/10.11870/cjlyzyyhj202108010
Cheng Y, Fu LY (2022) Nonlinear seismic inversion by physics-informed Caianiello convolutional neural networks for overpressure prediction of source rocks in the offshore Xihu depression, East China. J Petrol Sci Eng 215:110654. https://doi.org/10.1016/J.PETROL.2022.110654
Christiansen LB, Clausen K, Smedegaard S, Skovgaard T (2021) A qualitative exploration of implementation, adaptation, and sustainability of a school-based physical activity intervention: move for well-being in school. SAGE Open 11(1). https://doi.org/10.1177/21582440211000053
Coccia M (2020) An index to quantify environmental risk of exposure to future epidemics of the COVID-19 and similar viral agents: theory and practice. Environ Res 191. https://doi.org/10.1016/j.envres.2020.110155
D’Agata C, Diolaiuti G, Maragno D, Smiraglia C, Pelfini M (2019) Climate change effects on landscape and environment in glacierized Alpine areas: retreating glaciers and enlarging forelands in the Bernina group (Italy) in the period 1954–2007. Geol Ecol Landscape 4(1):71–86. https://doi.org/10.1080/24749508.2019.1585658
DiCiccio TJ, Efron B (1996) Bootstrap confidence intervals. Stat Sci 11(3):189–228
Dai Z, Ma Z, Zhang X, Chen J, Ershadnia R, Luan X, Soltanian MR (2022) An integrated experimental design framework for optimizing solute transport monitoring locations in heterogeneous sedimentary media. J Hydrol 614:128541. https://doi.org/10.1016/J.JHYDROL.2022.128541
Danish, Ulucak R (2020) How do environmental technologies affect green growth? Evidence from BRICS economies. Sci Total Environ 712:136504. https://doi.org/10.1016/j.scitotenv.2020.136504
Deng Z, Liu J, Sohail S (2022) Green economy design in BRICS: dynamic relationship between financial inflow, renewable energy consumption, and environmental quality. Environ Sci Pollut Res 29(15):22505–22514. https://doi.org/10.1007/S11356-021-17376-8/METRICS
Ding K, Choo WC, Ng KY, Zhang Q (2023) Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: using structural topic model. Front Psychol 14:1120845. https://doi.org/10.3389/FPSYG.2023.1120845/BIBTEX
Duignan MB, Everett S, Mccabe S (2022) Annals of Tourism Research Events as catalysts for communal resistance to overtourism. Ann Tour Res 96:103438. https://doi.org/10.1016/j.annals.2022.103438
Dumortier J, Elobeid A (2021) Effects of a carbon tax in the United States on agricultural markets and carbon emissions from land-use change. Land Use Policy 103:105320. https://doi.org/10.1016/j.landusepol.2021.105320
Emodi NV, Chaiechi T, Alam Beg ABMR (2019) A techno-economic and environmental assessment of long-term energy policies and climate variability impact on the energy system. Energy Policy 128:329–346. https://doi.org/10.1016/j.enpol.2019.01.011
Fang Z, Gao X, Sun C (2020) Do financial development, urbanization and trade affect environmental quality? Evidence from China. J Clean Prod 259:120892. https://doi.org/10.1016/j.jclepro.2020.120892
Farič N, Smith L, Hon A, Potts HWW, Newby K, Steptoe A, Fisher A (2021) A virtual reality exergame to engage adolescents in physical activity: mixed methods study describing the formative intervention development process. J Med Internet Res 23(2):e18161. https://doi.org/10.2196/18161
Fatima N, Li Y, Ahmad M, Jabeen G, Li X (2021) Factors influencing renewable energy generation development: a way to environmental sustainability. Environ Sci Pollut Res 28(37):51714–51732. https://doi.org/10.1007/s11356-021-14256-z
Frame DJ, Rosier SM, Noy I, Harrington LJ, Carey-Smith T, Sparrow SN, Stone DA, Dean SM (2020) Climate change attribution and the economic costs of extreme weather events: a study on damages from extreme rainfall and drought. Clim Change. https://doi.org/10.1007/s10584-020-02729-y
Furmankiewicz M, Hewitt RJ, Kazak JK (2021) Can rural stakeholders drive the low-carbon transition? Analysis of climate-related activities planned in local development strategies in Poland. Renew Sustain Energy Rev 150:111419. https://doi.org/10.1016/j.rser.2021.111419
Gao K, Yuan Y (2021) The effect of innovation-driven development on pollution reduction: empirical evidence from a quasi-natural experiment in China. Technol Forecast Soc Chang 172:121047. https://doi.org/10.1016/j.techfore.2021.121047
García-Herrero L, De Menna F, Vittuari M (2019) Sustainability concerns and practices in the chocolate life cycle: integrating consumers’ perceptions and experts’ knowledge. Sustainable Production and Consumption 20:117–127. https://doi.org/10.1016/j.spc.2019.06.003
Gilbert F, Poynton S, Yuen J, Kaji J, Hurley B, Devan, P, Bachman H, Bhat R, Tharakan AG, Gangopadhya N (2020) Deloitte insights - the social enterprise at work: paradox as a path forward. 2020 Deloitte Global Human Capital Trends. Deloitte Insights
Guo B, Feng Y, Hu F (2023) Have carbon emission trading pilot policy improved urban innovation capacity? Evidence from a quasi-natural experiment in China. Environ Sci Pollut Res 1–14. https://doi.org/10.1007/S11356-023-25699-X/METRICS
Hafizur Rahman S, Barua P, Barua SM, Rahman IM, Rahman IM (2020) Climate change vulnerability and responses of fisherfolk communities in the South-Eastern coast of Bangladesh. Water Conservation Manag 4(1):20–31. https://doi.org/10.26480/wcm.01.2020.20.31
Hafsa S (2020) Economic contribution of tourism industry in Bangladesh: at a glance. Global J Manag Business Res. https://doi.org/10.34257/gjmbrfvol20is1pg29
Hai Ming L, Gang L, Hua H, Waqas M (2022) Modeling the influencing factors of electronic word-of-mouth about CSR on social networking sites. Environ Sci Pollut Res 1–18. https://doi.org/10.1007/s11356-022-20476-8
Harms R, Alfert C, Cheng CF, Kraus S (2021) Effectuation and causation configurations for business model innovation: addressing COVID-19 in the gastronomy industry. Int J Hosp Manag 95:102896. https://doi.org/10.1016/J.IJHM.2021.102896
Hu F, Qiu L, Xiang Y, Wei S, Sun H, Hu H, Weng X, Mao L, Zeng M (2023) Spatial network and driving factors of low-carbon patent applications in China from a public health perspective. Front Publ Health 11. https://doi.org/10.3389/FPUBH.2023.1121860
Huang G, Zhang J, Yu J, Shi X (2020) Impact of transportation infrastructure on industrial pollution in Chinese cities: a spatial econometric analysis. Energy Economics 92:104973. https://doi.org/10.1016/j.eneco.2020.104973
Hübel C, Schaltegger S (2022) Barriers to a sustainability transformation of meat production practices - an industry actor perspective. Sustainable Production and Consumption 29:128–140. https://doi.org/10.1016/j.spc.2021.10.004
Ibnou-Laaroussi S, Rjoub H, Wong WK (2020) Sustainability of green tourism among international tourists and its influence on the achievement of green environment: evidence from North Cyprus. Sustainability (Switzerland) 12(14). https://doi.org/10.3390/su12145698
Idrees M, Majeed MT (2022) Income inequality, financial development, and ecological footprint: fresh evidence from an asymmetric analysis. Environ Sci Pollut Res 29(19):27924–27938. https://doi.org/10.1007/s11356-021-18288-3
Jiang L, Wang H, Tong A, Hu Z, Duan H, Zhang X, Wang Y (2020) The measurement of green finance development index and its poverty reduction effect: dynamic panel analysis based on improved entropy method. Discrete Dynamics Nature Soc. https://doi.org/10.1155/2020/8851684
Jianguo D, Ali K, Alnori F, Ullah S (2022) The nexus of financial development, technological innovation, institutional quality, and environmental quality: evidence from OECD economies. Environ Sci Pollut Res 29(38):58179–58200. https://doi.org/10.1007/S11356-022-19763-1
Katircioglu S, Katircioĝlu S, Saqib N (2020) Does higher education system moderate energy consumption and climate change nexus? Evidence from a small island. Air Qual Atmos Health 13(2):153–160. https://doi.org/10.1007/S11869-019-00778-6/METRICS
Khan SAR, Sharif A, Golpîra H, Kumar A (2019) A green ideology in Asian emerging economies: from environmental policy and sustainable development. Sustain Dev 27(6):1063–1075. https://doi.org/10.1002/sd.1958
Khan A, Chenggang Y, Hussain J, Bano S, Nawaz Aa (2020) Natural resources, tourism development, and energy-growth-CO2 emission nexus: a simultaneity modeling analysis of BRI countries. Resour Policy 68:101751. https://doi.org/10.1016/j.resourpol.2020.101751
Kim S, Kim S (2023) Optimization of the design of an agrophotovoltaic system in future climate conditions in South Korea. Renewable Energy 206:928–938. https://doi.org/10.1016/j.renene.2023.02.090
Kouhizadeh M, Sarkis J, Zhu Q (2019) At the nexus of blockchain technology, the circular economy, and product deletion. Appl Sci (Switzerland) 9(8). https://doi.org/10.3390/app9081712
Kumar A, Ayedee N (2021) An interconnection between COVID-19 and climate change problem. Journal of Statistics and Management Systems 1–20. https://doi.org/10.1080/09720510.2021.1875568
Lamperti F, Bosetti V, Roventini A, Tavoni M, Treibich T (2021) Three green financial policies to address climate risks. J Financ Stab 54:100875. https://doi.org/10.1016/j.jfs.2021.100875
Latif Y, Shunqi G, Bashir S, Iqbal W, Ali S, Ramzan M (2021) COVID-19 and stock exchange return variation: empirical evidences from econometric estimation. Environ Sci Pollut Res 28(42):60019–60031. https://doi.org/10.1007/s11356-021-14792-8
Lee CC, Zhang J, Hou S (2023) The impact of regional renewable energy development on environmental sustainability in China. Resour Policy 80:103245. https://doi.org/10.1016/J.RESOURPOL.2022.103245
Li SS, Lv Z (2021) Do spatial spillovers matter? Estimating the impact of tourism development on CO2 emissions. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-021-12988-6
Li C, Asim S, Khalid W, Sibt E, Ali M (2023) What influences the climate entrepreneurship? Chinese-based evidence. Front Environ Sci 10:2560. https://doi.org/10.3389/FENVS.2022.1051992/BIBTEX
Li X, Zhang X, Jia T (2023) Humanization of nature: testing the influences of urban park characteristics and psychological factors on collegers’ perceived restoration. Urban Forestry Urban Greening 79:127806. https://doi.org/10.1016/J.UFUG.2022.127806
Liang C, Umar M, Ma F, Huynh TLD (2022) Climate policy uncertainty and world renewable energy index volatility forecasting. Technol Forecast Soc Chang 182:121810. https://doi.org/10.1016/J.TECHFORE.2022.121810
Lin HH, Hsu IC, Lin TY, Tung LM, Ling Y (2022) After the epidemic, is the smart traffic management system a key factor in creating a green leisure and tourism environment in the move towards sustainable urban development? Sustainability 14(7):3762. https://doi.org/10.3390/SU14073762
Ling G, Razzaq A, Guo Y, Fatima T, Shahzad F (2021) Emissions, globalization, natural resources and financial development in China. Environ Dev Sustain :0123456789. https://doi.org/10.1007/s10668-021-01724-2
Liu LJ, Yao YF, Liang QM, Qian XY, Xu CL, Wei SY, Creutzig F, Wei YM (2021) Combining economic recovery with climate change mitigation: a global evaluation of financial instruments. Econ Analys Policy 72:438–453. https://doi.org/10.1016/j.eap.2021.09.009
Liu H, Zou L, Xia J, Chen T, Wang F (2022) Impact assessment of climate change and urbanization on the nonstationarity of extreme precipitation: a case study in an urban agglomeration in the middle reaches of the Yangtze river. Sustain Cities Soc 85:104038. https://doi.org/10.1016/J.SCS.2022.104038
Liu X, Kong M, Tong D, Zeng X, Lai Y (2022) Property rights and adjustment for sustainable development during post-productivist transitions in China. Land Use Policy 122:106379. https://doi.org/10.1016/J.LANDUSEPOL.2022.106379
Liu Z, Hasan MM, Xuan LI, Saydaliev HB, Lan J, Iqbal W (2022) Trilemma association of education, income and poverty alleviation: managerial implications for inclusive economic growth. Singap Econ Rev. https://doi.org/10.1142/S0217590822440052
Liu X, Shi T, Zhou G, Liu M, Yin Z, Yin L, Zheng W (2023) Emotion classification for short texts: an improved multi-label method. Hum Soc Sci Commun 10(1):1–9. https://doi.org/10.1057/s41599-023-01816-6
Liu X, Wang S, Lu S, Yin Z, Li X, Yin L, Tian J, Zheng W (2023) Adapting feature selection algorithms for the classification of Chinese texts. Systems 11(9):483. https://doi.org/10.3390/SYSTEMS11090483
Liu X, Zhou G, Kong M, Yin Z, Li X, Yin L, Zheng W (2023) Developing multi-labelled corpus of twitter short texts: a semi-automatic method. Systems 11(8):390. https://doi.org/10.3390/SYSTEMS11080390
Liu X, Kong M, Tong D, Zeng X, Lai Y (2022b) Property rights and adjustment for sustainable development during post-productivist transitions in China. Land Use Policy 122. https://doi.org/10.1016/j.landusepol.2022.106379
Lu S, Ding Y, Liu M, Yin Z, Yin L, Zheng W (2023) Multiscale feature extraction and fusion of image and text in VQA. Int J Comput Intell Syst 16(1):1–11. https://doi.org/10.1007/S44196-023-00233-6/TABLES/4
Luo Y, Mou Y, Wang Z, Su Z, Qin Y (2020) Scenario-based planning for a dynamic tourism system with carbon footprint analysis: a case study of Xingwen Global Geopark, China. J Cleaner Prod 254. https://doi.org/10.1016/j.jclepro.2020.119999
Ma D, Fei R, Yu Y (2019) How government regulation impacts on energy and CO2 emissions performance in China’s mining industry. Resour Policy 62:651–663. https://doi.org/10.1016/j.resourpol.2018.11.013
Magazzino C, Mele M (2021) On the relationship between transportation infrastructure and economic development in China. Res Transp Econ 88:100947. https://doi.org/10.1016/J.RETREC.2020.100947
Mahmoud MA, Mahmoud A, Abubakar SL, Garba AS, Daneji BA (2021) COVID-19 operational disruption and SMEs’ performance: the moderating role of disruption orientation and government support. Benchmarking. https://doi.org/10.1108/BIJ-03-2021-0131/FULL/PDF
Majeed A, Ye C, Chenyun Y, WeiMuniba X (2022) Roles of natural resources, globalization, and technological innovations in mitigation of environmental degradation in BRI economies. PLoS ONE 17(6):e0265755. https://doi.org/10.1371/JOURNAL.PONE.0265755
Makhdum MSA, Usman M, Kousar R, Cifuentes-Faura J, Radulescu M, Balsalobre-Lorente D (2022) How do institutional quality, natural resources, renewable energy, and financial development reduce ecological footprint without hindering economic growth trajectory? Evid China Sustain 14(21):13910. https://doi.org/10.3390/SU142113910
Malesios C, De D, Moursellas A, Dey PK, Evangelinos K (2021) Sustainability performance analysis of small and medium sized enterprises: criteria, methods and framework. Socio-Economic Planning Sciences 75(November 2020):100993. https://doi.org/10.1016/j.seps.2020.100993
Menegaki A (2021) Chapter 3 - An A–Z guide for complete research when using the autoregressive distributed lag (ARDL) bounds test approach in the broader energy-growth nexus. In: Menegaki A (ed) A guide to econometrics methods for the energy-growth nexus. Academic Press, p 63–101. https://doi.org/10.1016/B978-0-12-819039-5.00007-0
Mensi W, Rehman MU, Vo XV (2021) Dynamic frequency relationships and volatility spillovers in natural gas, crude oil, gas oil, gasoline, and heating oil markets: implications for portfolio management. Resources Policy 73. https://doi.org/10.1016/j.resourpol.2021.102172
Moreira JR, Pacca SA (2020) The climate change mitigation potential of sugarcane based technologies for automobiles; CO2 negative emissions in sight. Transp Res Part d: Transp Environ 86:102454. https://doi.org/10.1016/j.trd.2020.102454
Mou J, Gao K, Duan P, Li J, Garg A, Sharma R (2022) A machine learning approach for energy-efficient intelligent transportation scheduling problem in a real-world dynamic circumstances. IEEE Trans Intell Transp Syst. https://doi.org/10.1109/TITS.2022.3183215
Munawar S, Yousaf DHQ, Ahmed M, Rehman DS (2022) Effects of green human resource management on green innovation through green human capital, environmental knowledge, and managerial environmental concern. J Hosp Tour Manag 52:141–150. https://doi.org/10.1016/J.JHTM.2022.06.009
Nazemi M, van Eggermond MAB, Erath A, Schaffner D, Joos M, Axhausen KW (2021) Studying bicyclists’ perceived level of safety using a bicycle simulator combined with immersive virtual reality. Accid Anal Prev 151: https://doi.org/10.1016/j.aap.2020.105943
Nepal R, Indra al Irsyad M, Nepal SK (2019) Tourist arrivals, energy consumption and pollutant emissions in a developing economy–implications for sustainable tourism. Tourism Management 72:145–154. https://doi.org/10.1016/j.tourman.2018.08.025
Ngoc Tien N, Thi Cam Thanh T, Thi Le Hang N (2019) Determinants and solutions for improving the efficiency of tourism business. Am J Theor Appl Bus 5(1):14. https://doi.org/10.11648/j.ajtab.20190501.12
Nureen N, Liu D, Ahmad B, Irfan M (2022) Exploring the technical and behavioral dimensions of green supply chain management: a roadmap toward environmental sustainability. Environ Sci Pollut Res 1–14. https://doi.org/10.1007/s11356-022-20352-5
Onubi HO, Hassan AS, Yusof N, Bahdad AAS (2022) Moderating effect of project size on the relationship between COVID-19 safety protocols and economic performance of construction projects. Eng Constr Archit Manag Ahead-of-p(ahead-of-print). https://doi.org/10.1108/ECAM-11-2021-1035
Phelps A, Colburn J, Hodges M, Knipe R, Doherty B, Keating XD (2021) A qualitative exploration of technology use among preservice physical education teachers in a secondary methods course. Teach Teach Educ 105:103400. https://doi.org/10.1016/j.tate.2021.103400
Phoochinda W (2019) Development of community network for sustainable tourism based on the green economy concept. J Environ Manag Tourism 9(6):1236. https://doi.org/10.14505//jemt.9.6(30).13
Prange P (2021) Does online investor attention drive the co-movement of stock-, commodity-, and energy markets? Insights Google Search Energy Econ 99:105282. https://doi.org/10.1016/j.eneco.2021.105282
Pretis F (2021) Exogeneity in climate econometrics. Energy Economics 96:105122. https://doi.org/10.1016/j.eneco.2021.105122
Prideaux B, Thompson M, Pabel A (2020) Lessons from COVID-19 can prepare global tourism for the economic transformation needed to combat climate change. Tour Geogr 22(3):667–678. https://doi.org/10.1080/14616688.2020.1762117
Qamar S, Ahmad M, Oryani B, Zhang Q (2022) Solar energy technology adoption and diffusion by micro, small, and medium enterprises: sustainable energy for climate change mitigation. Environ Sci Pollut Res 1:1–19. https://doi.org/10.1007/s11356-022-19406-5
Rahman MM, Islam I (2020) Exposure of urban infrastructure because of climate change-induced flood: lesson from municipal level planning in Bangladesh. Ecofeminism and Climate Change 1(3):107–125. https://doi.org/10.1108/EFCC-05-2020-0011
Ren X, Zhang X, Yan C, Gozgor G (2022) Climate policy uncertainty and firm-level total factor productivity: evidence from China. Energy Economics 113:106209. https://doi.org/10.1016/J.ENECO.2022.106209
Rukh L, Khan F, Mohammad N (2020) Potential economic impacts of COVID-19 on tourism industry of Pakistan: a review. Gaziantep Univ J Soc Sci 19(COVID-19 Special Issue), 601–611. https://doi.org/10.21547/JSS.740036
Saleem H, Khan MB, Shabbir MS (2020) The role of financial development, energy demand, and technological change in environmental sustainability agenda: evidence from selected Asian countries. Environ Sci Pollut Res 27(5):5266–5280. https://doi.org/10.1007/s11356-019-07039-0
Sann R, Lai PC, Chen CT (2021) Review papers on eWOM: prospects for hospitality industry. Anatolia 32(2):177–206. https://doi.org/10.1080/13032917.2020.1813183
Sarfraz M, Ivascu L, Abdullah MI, Ozturk I, Tariq J (2022) Exploring a pathway to sustainable performance in manufacturing firms: the interplay between innovation capabilities, green process, product innovations and digital leadership. Sustainability 14(10):5945. https://doi.org/10.3390/SU14105945
Schutter MS, Hicks CC, Phelps J, Waterton C (2021) The blue economy as a boundary object for hegemony across scales. Mar Policy 132:104673. https://doi.org/10.1016/j.marpol.2021.104673
Sellitto MA, Camfield CG, Buzuku S (2020) Green innovation and competitive advantages in a furniture industrial cluster: a survey and structural model. Sustainable Production and Consumption 23:94–104. https://doi.org/10.1016/j.spc.2020.04.007
Shang M, Luo J (2021) The tapio decoupling principle and key strategies for changing factors of chinese urban carbon footprint based on cloud computing. Int J Environ Res Public Health 18(4):2101. https://doi.org/10.3390/IJERPH18042101
Sheraz M, Deyi X, Sinha A, Mumtaz MZ, Fatima N (2022) The dynamic nexus among financial development, renewable energy and carbon emissions: moderating roles of globalization and institutional quality across BRI countries. J Clean Prod 343:130995. https://doi.org/10.1016/J.JCLEPRO.2022.130995
Shittu W, Adedoyin FF, Shah MI, Musibau HO (2021) An investigation of the nexus between natural resources, environmental performance, energy security and environmental degradation: evidence from Asia. Resour Policy 73:102227. https://doi.org/10.1016/j.resourpol.2021.102227
Singh G, Sharma S, Sharma R, Dwivedi YK (2021) Investigating environmental sustainability in small family-owned businesses: integration of religiosity, ethical judgment, and theory of planned behavior. Technol Forecast Soc Chang 173:121094. https://doi.org/10.1016/j.techfore.2021.121094
Sinha A, Sengupta T, Saha T (2020) Technology policy and environmental quality at crossroads: designing SDG policies for select Asia Pacific countries. Technol Forecast Soc Chang 161:120317. https://doi.org/10.1016/j.techfore.2020.120317
Sørensen F, Grindsted TS (2021) Sustainability approaches and nature tourism development. Annals Tour Res 91. https://doi.org/10.1016/j.annals.2021.103307
Su Y, Lee CC (2022) The impact of air quality on international tourism arrivals: a global panel data analysis. Environ Sci Pollut Res 29(41):62432–62446. https://doi.org/10.1007/S11356-022-20030-6/TABLES/12
Sun Y, Ding W, Yang G (2022) Green innovation efficiency of China’s tourism industry from the perspective of shared inputs: dynamic evolution and combination improvement paths. Ecol Indic 138. https://doi.org/10.1016/j.ecolind.2022.108824
Tan Y, Mao X (2021) Assessment of the policy effectiveness of Central Inspections of Environmental Protection on improving air quality in China. J Clean Prod 288:125100. https://doi.org/10.1016/j.jclepro.2020.125100
Tangonyire DF, Akuriba GA (2020) Socioeconomic factors influencing farmers’ specific adaptive strategies to climate change in Talensi district of the Upper East Region of Ghana. Ecofeminism Clim Chang 2(2):50–68. https://doi.org/10.1108/EFCC-04-2020-0009
Taskinsoy J (2022) Stress testing financial systems: macro and micro stress tests, basel standards and value-at-risk as financial stability measures. SSRN Electron J. https://doi.org/10.2139/SSRN.4032869
Tian X-L, Bélaïd F, Ahmad N (2021) Exploring the nexus between tourism development and environmental quality: role of renewable energy consumption and Income. Struct Chang Econ Dyn 56:53–63. https://doi.org/10.1016/j.strueco.2020.10.003
Umar M, Ji X, Kirikkaleli D, Shahbaz M, Zhou X (2020) Environmental cost of natural resources utilization and economic growth: can China shift some burden through globalization for sustainable development? Sustain Dev 28(6):1678–1688. https://doi.org/10.1002/sd.2116
Umar M, Ji X, Kirikkaleli D, Xu Q (2020) COP21 Roadmap: do innovation, financial development, and transportation infrastructure matter for environmental sustainability in China? J Environ Manage 271:111026. https://doi.org/10.1016/j.jenvman.2020.111026
Usman M, Balsalobre-Lorente D (2022) Environmental concern in the era of industrialization: can financial development, renewable energy and natural resources alleviate some load? Energy Policy 162:112780. https://doi.org/10.1016/J.ENPOL.2022.112780
Usman M, Anwar S, Yaseen MR, Makhdum MSA, Kousar R, Jahanger A (2022) Unveiling the dynamic relationship between agriculture value addition, energy utilization, tourism and environmental degradation in South Asia. J Public Aff 22(4):e2712. https://doi.org/10.1002/PA.2712
Usman M, Jahanger A, Makhdum MSA, Balsalobre-Lorente D, Bashir A (2022b) How do financial development, energy consumption, natural resources, and globalization affect Arctic countries’ economic growth and environmental quality? An Advanced Panel Data Simul Energy 241:122515. https://doi.org/10.1016/j.energy.2021.122515
Vanhercke B, Ghailani D, Sabato S, Koch M (2021) Social policy in the European Union: state of play 2018. Facing the pandemic
Wan Q, Miao X, Afshan S (2022) Dynamic effects of natural resource abundance, green financing, and government environmental concerns toward the sustainable environment in China. Resour Policy 79:102954. https://doi.org/10.1016/J.RESOURPOL.2022.102954
Wang X, Wong YD, Yuen KF, Li KX (2020) Environmental governance of transportation infrastructure under Belt and Road Initiative: a unified framework. Transp Res Part a: Policy Pract 139:189–199. https://doi.org/10.1016/j.tra.2020.03.001
Wang H, Wu Z, Chen J, Chen L (2022) Evaluation of road traffic noise exposure considering differential crowd characteristics. Transp Res Part d: Transp Environ 105:103250. https://doi.org/10.1016/J.TRD.2022.103250
Wu X, Sadiq M, Chien F, Ngo QT, Nguyen AT, Trinh TT (2021) Testing role of green financing on climate change mitigation: evidences from G7 and E7 countries. Environ Sci Pollut Res 28(47):66736–66750. https://doi.org/10.1007/s11356-021-15023-w
Xiao W, Kong H, Shi L, Boamah V, Tang D (2022) The impact of innovation-driven strategy on high-quality economic development: evidence from China. Sustainability 14(7):4212. https://doi.org/10.3390/SU14074212
Xu Z, Li X, Li J, Xue Y, Jiang S, Liu L, Luo Q, Wu K, Zhang N, Feng Y, Shao M, Jia K, Sun Q (2022) Characteristics of source rocks and genetic origins of natural gas in deep formations, Gudian Depression, Songliao Basin, NE China. ACS Earth and Space Chemistry 6(7):1750–1771. https://doi.org/10.1021/ACSEARTHSPACECHEM.2C00065/ASSET/IMAGES/MEDIUM/SP2C00065_0016.GIF
Yang H, Zhang X, Li Z, Cui J (2022) Region-level traffic prediction based on temporal multi-spatial dependence graph convolutional network from GPS data. Remote Sensing 14(2):303. https://doi.org/10.3390/RS14020303
Yang L, Murad M, Mirza F, Chaudhary NI, Saeed M (2022) Shadow of cyber ostracism over remote environment: Implication on remote work challenges, virtual work environment and employee mental well-being during a Covid-19 pandemic. Acta Physiol (oxf) 225:103552. https://doi.org/10.1016/j.actpsy.2022.103552
Yang W, Chen Q, Dao Y, Huang X, Shao W (2022) Ecological civilization and high-quality development: do tourism industry and technological progress affect ecological economy development? Inte J Environ Res Public Health 20(1):783. https://doi.org/10.3390/IJERPH20010783
Yawen W, Jun L, Haowen X, Guangyuan Y, Hong Z, Yichen Y (2020) Towards government mechanisms of sponge city construction in China: insights from developed countries. Water Policy 22(4):574–590. https://doi.org/10.2166/WP.2020.155
Ye J, Al-Fadly A, Huy PQ, Ngo TQ, Hung DDP, Tien NH (2022) The nexus among green financial development and renewable energy: investment in the wake of the Covid-19 pandemic. http://Www.Tandfonline.Com/Action/AuthorSubmission?JournalCode=rero20&page=instructions. https://doi.org/10.1080/1331677X.2022.2035241
Yoon D, Cropp F, Cameron G (2002) Building relationships with portal users. J Interact Advert 3(1):1–11. https://doi.org/10.1080/15252019.2002.10722063
Yousaf Z, Radulescu M, Nassani AA, Aldakhil AM, Jianu E (2021) Environmental management system towards environmental performance of hotel industry: does corporate social responsibility authenticity really matter? Engineering Economics 32(5):484–498. https://doi.org/10.5755/J01.EE.32.5.28619
Zandalinas SI, Fritschi FB, Mittler R (2021) Global warming, climate change, and environmental pollution: recipe for a multifactorial stress combination disaster. Trends Plant Sci. https://doi.org/10.1016/j.tplants.2021.02.011
Zeren F, Gülcan N, Gürsoy S, Ekşi İH, Tabash MI, Radulescu M (2023) The relationship between geothermal energy consumption, foreign direct investment, and economic growth in geothermal consumer countries: evidence from panel Fourier causality test. Energies 16(3):1258. https://doi.org/10.3390/EN16031258
Zhan Z, Ali L, Sarwat S, Godil DI, Dinca G, Anser MK (2021) A step towards environmental mitigation: do tourism, renewable energy and institutions really matter? A QARDL approach. Sci Total Environ 146209. https://doi.org/10.1016/j.scitotenv.2021.146209
Zhang S, Wu Z, Wang Y, Hao Y (2021) Fostering green development with green finance: an empirical study on the environmental effect of green credit policy in China. J Environ Manage 296:113159. https://doi.org/10.1016/j.jenvman.2021.113159
Zheng GW, Siddik AB, Masukujjaman M, Fatema N (2021) Factors affecting the sustainability performance of financial institutions in Bangladesh: the role of green finance. Sustainability (switzerland) 13(18):10165. https://doi.org/10.3390/su131810165
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Li, Y., Tian, C. Does active transport create a win–win situation for environmental and human health: the moderating effect of leisure and tourism activity. Environ Sci Pollut Res 31, 4563–4581 (2024). https://doi.org/10.1007/s11356-023-31267-0
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DOI: https://doi.org/10.1007/s11356-023-31267-0