Submitted:
16 September 2025
Posted:
17 September 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. The Case of Porto
2.2. Objective Approach
2.3. Subjective Approach
3. Results
3.1. Objective Evaluation
3.1.1. Pedestrian Accessibility to Urban Green Spaces
3.1.2. Cycling Accessibility to Urban Green Spaces
3.2. Subjective Evaluation
3.2.1. Sample Description
3.2.2. Usage of Urban Green Spaces and Preferences
3.2.3. Travel Experiences and Perceptions
4. Discussion
4.1. Objective Evaluation
4.2. Subjective Evaluation
4.3. Future Research and Limitations
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| 15MC | 15-minute city |
| GIS | Geographic Information Systems |
| SDG | Sustainable Development Goals |
| UGS | Urban Green Space |
| WHO | World Health Organization |
References
- Shakeri, S.; Motieyan, H.; Azmoodeh, M. Comparative analysis of 15-minute neighborhoods through different cumulative-based accessibility measures. GeoJournal 2024, 89. [Google Scholar] [CrossRef]
- Liu, D.; Kwan, M.; Wang, J. Developing the 15-minute city: A comprehensive assessment of the status in Hong Kong. Travel Behav. Soc. 2024, 34. [Google Scholar] [CrossRef]
- Moreno, C.; Allam, Z.; Chabaud, D.; Gall, C.; Pratlong, F. Introducing the “15-minute city”: Sustainability, resilience and place identity in future post-pandemic cities. Smart Cities 2021, 4, 93–111. [Google Scholar] [CrossRef]
- Gaglione, F.; Gargiulo, C.; Zucaro, F.; Cottrill, C. Urban accessibility in a 15-minute city: a measure in the city of Naples, Italy. Transp. Res. Proc. 2022, 60, 378–385. [Google Scholar] [CrossRef]
- Caprotti, F.; Duarte, C.; Joss, S. The 15-minute city as paranoid urbanism: Ten critical reflections. Cities 2024, 155. [Google Scholar] [CrossRef]
- Khavarian-Garmsir, A.; Sharifi, A.; Hajian Hossein Abadi, M.; Moradi, Z. From garden city to 15-minute city: A historical perspective and critical assessment. Land 2023, 12. [Google Scholar] [CrossRef]
- Pinto, B.; Chamusca, P. The 15-minute city in Portugal: Reality, aspiration, or utopia? Urban Sci. 2025, 9, 330. [Google Scholar] [CrossRef]
- Mouratidis, K. Time to challenge the 15-minute city: Seven pitfalls for sustainability, equity, livability, and spatial analysis. Cities 2024, 153, 105274. [Google Scholar] [CrossRef]
- Fonseca, F.; Ribeiro, P.; Conticelli, E.; Jabbari, M.; Papageorgiou, G.; Tondelli, S.; Ramos, R. Built environment attributes and their influence on walkability. Int. J. Sustain. Transp. 2022, 16, 660–679. [Google Scholar] [CrossRef]
- Fonseca, F.; Ribeiro, P.; Neiva, C. A planning practice method to assess the potential for cycling and to design a bicycle network in a starter cycling city in Portugal. Sustainability 2023, 15. [Google Scholar] [CrossRef]
- Iqbal, A.; Nazir, H.; Qazi, A. Exploring the 15-minutes city concept: Global challenges and opportunities in diverse urban contexts. Urban Sci. 2025, 9, 252. [Google Scholar] [CrossRef]
- Tapiador, L.; Gomez, J.; Vassallo, J. Exploring the relationship between public transport use and COVID-19 infection: A survey data analysis in Madrid Region. Sustain. Cities Soc. 2024, 104. [Google Scholar] [CrossRef]
- Hunter, R.; Akaraci, S.; Wang, R.; Reis, R.; Hallal, P.; Pentland, S.; Millett, C.; Garcia, L.; Thompson, J.; Nice, K. , et al. City mobility patterns during the COVID-19 pandemic: analysis of a global natural experiment. Lancet Public Health 2024, 9, e896–e906. [Google Scholar] [CrossRef] [PubMed]
- Akrami, M.; Sliwa, M.; Rynning, M. Walk further and access more! Exploring the 15-minute city concept in Oslo, Norway. J. Urban Mobil. 2024, 5. [Google Scholar] [CrossRef]
- Dias, C. Accessibility and availability of urban green areas within the 15-minute city scope: Lisbon case study. Universidade Nova de Lisboa, 2023.
- Jeon, Y.; Jung, S. Spatial equity of urban park distribution: Examining the floating population within urban park catchment areas in the context of the 15-minute city. Land 2024, 13. [Google Scholar] [CrossRef]
- Silva, L.; Fonseca, F.; Pires, M.; Mendes, B. SAUS: A tool for preserving urban green areas from air pollution. Urban For. Urban Green. 2019, 46. [Google Scholar] [CrossRef]
- Fonseca, F.; Silva, L.; Martins, S.; Almeida, M.; Reis, C.; Lopes, H. The role of vegetation in attenuating the urban heat island (UHI): A case study in Guimarães, Portugal. In Studies in Systems, Decision and Control, 2025; Vol. 230, pp. 497-510. [CrossRef]
- Silva, L.; Lopes, H.; Silva, J.; Reis, C.; Fonseca, F. The nexus of nature-based solutions and sustainability in cities: Vegetation’s impact on particulate matter capture and traffic noise reduction. In Studies in Systems, Decision and Control, 2025; Vol. 230, pp. 411-422. [CrossRef]
- Silva, R.; Zanocco, C. Assessing public attitudes towards urban green spaces as a heat adaptation strategy: Insights from Germany. Landsc. Urban Plan. 2024, 245, 105013. [Google Scholar] [CrossRef]
- Ma, F. Spatial equity analysis of urban green space based on spatial design network analysis (sDNA): A case study of central Jinan, China. Sustain. Cities Soc. 2020, 60. [Google Scholar] [CrossRef]
- González-Marín, A.; Garrido-Cumbrera, M. Did the COVID-19 pandemic influence access to green spaces? Results of a literature review during the first year of pandemic. Landsc. Ecol. 2024, 39. [Google Scholar] [CrossRef]
- Kolimenakis, A.; Solomou, A.; Proutsos, N.; Avramidou, E.; Korakaki, E.; Karetsos, G.; Maroulis, G.; Papagiannis, E.; Tsagkari, K. The socioeconomic welfare of urban green areas and parks; a literature review of available evidence. Sustainability 2021, 13. [Google Scholar] [CrossRef]
- Taylor, L.; Hochuli, D. Defining greenspace: Multiple uses across multiple disciplines. Landsc. Urban Plan. 2017, 158, 25–38. [Google Scholar] [CrossRef]
- Kabisch, N.; Qureshi, S.; Haase, D. Human-environment interactions in urban green spaces - A systematic review of contemporary issues and prospects for future research. Environ. Impact Assess. Rev. 2015, 50, 25–34. [Google Scholar] [CrossRef]
- Fors, H.; Molin, J.; Murphy, M.; van den Bosch, C. User participation in urban green spaces–For the people or the parks? Urban For. Urban Green. 2015, 14, 722–734. [Google Scholar] [CrossRef]
- Pinto, L.V.; Pereira, P. Relevant landscape components in a large urban green space in Oporto (Portugal). Urban For. Urban Green. 2024, 99, 128421. [Google Scholar] [CrossRef]
- Liu, Y.; Fagerholm, N.; Skov-Petersen, H.; Beery, T.; Wagner, A.; Olafsson, A. Shortcuts in urban green spaces: an analysis of incidental nature experiences associated with active mobility trips. Urban For. Urban Green. 2023, 82, 127873. [Google Scholar] [CrossRef]
- Van Den Bosch, M.; Egorov, A.; Mudu, P.; Uscila, V.; Barrdahl, M.; Kruize, H.; Kulinkina, A.; Staatsen, B.; Swart, W.; Zurlyte, I. Development of an urban green space indicator and the public health rationale. Scand. J. Public Health 2016, 44, 159–167. [Google Scholar] [CrossRef]
- Fan, P.; Xu, L.; Yue, W.; Chen, J. Accessibility of public urban green space in an urban periphery: The case of Shanghai. Landsc. Urban Plan. 2017, 165, 177–192. [Google Scholar] [CrossRef]
- Comber, A.; Brunsdon, C.; Green, E. Using a GIS-based network analysis to determine urban greenspace accessibility for different ethnic and religious groups. Landsc. Urban Plan. 2008, 86, 103–114. [Google Scholar] [CrossRef]
- Tian, Y.; Jim, C.; Wang, H. Assessing the landscape and ecological quality of urban green spaces in a compact city. Landsc. Urban Plan. 2014, 121, 97–108. [Google Scholar] [CrossRef]
- Mears, M.; Brindley, P.; Maheswaran, R.; Jorgensen, A. Understanding the socioeconomic equity of publicly accessible greenspace distribution: The example of Sheffield, UK. Geoforum 2019, 103, 126–137. [Google Scholar] [CrossRef]
- Schipperijn, J.; Bentsen, P.; Troelsen, J.; Toftager, M.; Stigsdotter, U. Associations between physical activity and characteristics of urban green space. Urban For. Urban Green. 2013, 12, 109–116. [Google Scholar] [CrossRef]
- Giles-Corti, B.; Broomhall, M.; Knuiman, M.; Collins, C.; Douglas, K.; Ng, K.; Lange, A.; Donovan, R. Increasing walking: how important is distance to, attractiveness, and size of public open space? Am. J. Prev. Med. 2005, 28, 169–176. [Google Scholar] [CrossRef]
- Kaczynski, A.; Potwarka, L.; Saelens, P. Association of park size, distance, and features with physical activity in neighborhood parks. Am. J. Public Health 2008, 98, 1451–1456. [Google Scholar] [CrossRef] [PubMed]
- Cao, X.; Onishi, A.; Chen, J.; Imura, H. Quantifying the cool island intensity of urban parks using ASTER and IKONOS data. Landsc. Urban Plan. 2010, 96, 224–231. [Google Scholar] [CrossRef]
- Grahn, P.; Stigsdotter, U. Landscape planning and stress. Urban For. Urban Green. 2003, 2, 1–18. [Google Scholar] [CrossRef]
- Cardinali, M.; Beenackers, M.; van Timmeren, A.; Pottgiesser, U. The relation between proximity to and characteristics of green spaces to physical activity and health: a multi-dimensional sensitivity analysis in four European cities. Environ. Res. 2024, 241, 117605. [Google Scholar] [CrossRef]
- World Health Organization. Healthy cities for building back better. Political statement of the WHO European Healthy Cities Network. WHO Regional Office for Europe: Copenhagen, 2021.
- Kabisch, N.; Strohbach, M.; Haase, D.; Kronenberg, J. Urban green space availability in European cities. Ecol. Indic. 2016, 70, 586–596. [Google Scholar] [CrossRef]
- Ståhle, A. More green space in a denser city: Critical relations between user experience and urban form. Urban Des. Int. 2010, 15, 47–67. [Google Scholar] [CrossRef]
- World Health Organization. Urban green spaces: A brief for action; WHO: Copenhagen, 2017. [Google Scholar]
- European Environment Agency. Who benefits from nature in cities? Social inequalities in access to urban green and blue spaces across Europe (Briefing no. 15/2021). EEA: Copenhagen, 2022.
- Büttner, B.; Seisenberger, S.; McCormick, B.; Silva, C.; Teixeira, J.; Papa, E.; Cao, M. Mapping of 15-minute city practices overview on strategies, policies and implementation in Europe and beyond. In Report from DUT’s 15-minute City Transition Pathway, Driving Urban Transitions: 2024.
- Shoina, M.; Voukkali, I.; Anagnostopoulos, A.; Papamichael, I.; Stylianou, M.; Zorpas, A. The 15-minute city concept: The case study within a neighbourhood of Thessaloniki. Waste Manag. Res. 2024, 42, 694–710. [Google Scholar] [CrossRef]
- Luo, J.; Zhai, S.; Song, G.; He, X.; Song, H.; Chen, J.; Liu, H.; Feng, Y. Assessing inequity in green space exposure toward a “15-minute city” in Zhengzhou, China: Using deep learning and urban big data. Int. J. Env. Res. Public Health 2022, 19. [Google Scholar] [CrossRef]
- Guzman, L.; Oviedo, D.; Cantillo-Garcia, V. Is proximity enough? A critical analysis of a 15-minute city considering individual perceptions. Cities 2024, 148. [Google Scholar] [CrossRef]
- Rocha, H.; Ferreira, S. Advancing sustainable urban mobility: An empirical travel time analysis of the 15-minute city model in Porto. Case Stud. Transp. Policy 2025. [Google Scholar] [CrossRef]
- Statistics Portugal. Census 2021. Statistics Portugal: Lisbon, 2021.
- Lopes, H.; Vidal, D.; Cherif, N.; Silva, L.; Remoaldo, P. Green infrastructure and its influence on urban heat island, heat risk, and air pollution: A case study of Porto (Portugal). J. Environ. Manage. 2025, 376, 124446. [Google Scholar] [CrossRef]
- Madureira, H.; Andresen, T.; Monteiro, A. Green structure and planning evolution in Porto. Urban For. Urban Green. 2011, 10, 141–149. [Google Scholar] [CrossRef]
- Marques, P.; Alves, P.; Fernandes, C.; Guilherme, F.; Gonçalves, C. Revision of the Municipal Master Plan of Porto: Biophysical Support and Environment. Ecological Structure and Biodiversity. Characterization and Diagnosis Report (in Portuguese). Municipality of Porto: Porto, 2018.
- Municipality of Porto. Municipal Master Plan of Porto. Municipality of Porto: Porto, 2021.
- Papadopoulos, E.; Sdoukopoulos, A.; Politis, I. Measuring compliance with the 15-minute city concept: State-of-the-art, major components and further requirements. Sustain. Cities Soc. 2023, 99. [Google Scholar] [CrossRef]
- Martins, B.; Pereira, A. Index for evaluation of public parks and gardens proximity based on the mobility network: A case study of Braga, Braganza and Viana do Castelo (Portugal) and Lugo and Pontevedra (Spain). Urban For. Urban Green. 2018, 34, 134–140. [Google Scholar] [CrossRef]
- Ferrer-Ortiz, C.; Marquet, O.; Mojica, L.; Vich, G. Barcelona under the 15-minute city lens: Mapping the accessibility and proximity potential based on pedestrian travel times. Smart Cities 2022, 5, 146–161. [Google Scholar] [CrossRef]
- Alves, F.; Cruz, S.; Ribeiro, A.; Silva, A.; Martins, J.; Cunha, I. Walkability index for elderly health: A proposal. Sustainability 2020, 12. [Google Scholar] [CrossRef]
- Ribeiro, P.; Fonseca, F. Students’ home-university commuting patterns: A shift towards more sustainable modes of transport. Case Stud. Transp. Policy 2022, 10, 954–964. [Google Scholar] [CrossRef]
- Goel, R.; Goodman, A.; Aldred, R.; Nakamura, R.; Tatah, L.; Garcia, L.; Zapata-Diomedi, B.; de Sa, T.; Tiwari, G.; de Nazelle, A. , et al. Cycling behaviour in 17 countries across 6 continents: levels of cycling, who cycles, for what purpose, and how far? Transp. Rev. 2022, 42, 58–81. [Google Scholar] [CrossRef]
- Fonseca, F.; Rodrigues, A.; Silva, H. Pedestrian perceptions of sidewalk paving attributes: Insights from a pilot study in Braga. Infrastructures 2025, 10. [Google Scholar] [CrossRef]
- Fonseca, F.; Papageorgiou, G.; Conticelli, E.; Jabbari, M.; Ribeiro, P.; Tondelli, S.; Ramos, R. Evaluating attitudes and preferences towards walking in two European cities. Future Transp. 2024, 4, 475–490. [Google Scholar] [CrossRef]
- Aboulnaga, M.; Ashour, F.; Elsharkawy, M.; Lucchi, E.; Gamal, S.; Elmarakby, A.; Haggagy, S.; Karar, N.; Khashaba, N.; Abouaiana, A. Urbanization and drivers for dual capital city: Assessment of urban planning principles and indicators for a ‘15-minute city’. Land 2025, 14, 382. [Google Scholar] [CrossRef]
- Badiu, D.; Iojă, C.; Pătroescu, M.; Breuste, J.; Artmann, M.; Niță, M.; Grădinaru, S.; Hossu, C.; Onose, D. Is urban green space per capita a valuable target to achieve cities’ sustainability goals? Romania as a case study. Ecol. Indic. 2016, 70, 53–66. [Google Scholar] [CrossRef]
- Psara, O.; Fonseca, F.; Nisiforou, O.; Ramos, R. Evaluation of urban sustainability based on transportation and green spaces: The case of Limassol, Cyprus. Sustainability 2023, 15, 10563. [Google Scholar] [CrossRef]
- Handley, J.; Pauleit, S.; Slinn, P.; Barber, A.; Baker, M.; Jones, C.; Lindley, S. Accessible natural green space standards in towns and cities: a review and toolkit for their implementation. English Nature Res. Rep. 2003, 526, 98. [Google Scholar]
- Hwang, B.; Ko, C.; Im, D.; Kang, W. Network-based assessment of urban forest and green space accessibility in six major cities: London, New York, Paris, Tokyo, Seoul, and Beijing. Urban For. Urban Green. 2025, 107, 128781. [Google Scholar] [CrossRef]
- Nieuwenhuijsen, M.; Dadvand, P.; Márquez, S.; Bartoll, X.; Barboza, E.; Cirach, M.; Borrell, C.; Zijlema, W. The evaluation of the 3-30-300 green space rule and mental health. Environ. Res. 2022, 215, 114387. [Google Scholar] [CrossRef]
- Schindler, M.; Le Texier, M.; Caruso, G. How far do people travel to use urban green space? A comparison of three European cities. Appl. Geogr. 2022, 141. [Google Scholar] [CrossRef]
- Félix, R.; Moura, F.; Clifton, K. Maturing urban cycling: Comparing barriers and motivators to bicycle of cyclists and non-cyclists in Lisbon, Portugal. J. Transp. Health 2019, 15, 100628. [Google Scholar] [CrossRef]
- Fraboni, F.; Prati, G.; Casu, G.; De Angelis, M.; Pietrantoni, L. A cluster analysis of cyclists in Europe: Common patterns, behaviours, and attitudes. Transportation 2022, 49, 591–620. [Google Scholar] [CrossRef]
- Silva, C.; Teixeira, J.; Proença, A. Revealing the cycling potential of starter cycling cities. Transp. Res. Proc. 2019, 41, 637–654. [Google Scholar] [CrossRef]
- Cruz, R.; Bandeira, J.; Vilaça, M.; Rodrigues, M.; Fernandes, J.; Coelho, M. Introducing new criteria to support cycling navigation and infrastructure planning in flat and hilly cities. Transp. Res. Proc. 2020, 47, 75–82. [Google Scholar] [CrossRef]
- Silva, C.; Teixeira, J.; Proença, A.; Bicalho, T.; Cunha, I.; Aguiar, A. Revealing the cycling potential of starter cycling cities: Usefulness for planning practice. Transp. Policy 2019, 81, 138–147. [Google Scholar] [CrossRef]
- Vlahov, D.; Kurth, A. The “15-Minute City” Concept in the Context of the COVID-19 Pandemic and Climate Change. J. Urban Health 2024, 101, 669–671. [Google Scholar] [CrossRef]
- Madureira, H.; Nunes, F.; Oliveira, J.; Cormier, L.; Madureira, T. Urban residents’ beliefs concerning green space benefits in four cities in France and Portugal. Urban For. Urban Green. 2015, 14, 56–64. [Google Scholar] [CrossRef]
- Madureira, H.; Nunes, F.; Oliveira, J.; Madureira, T. Preferences for urban green space characteristics: A comparative study in three Portuguese cities. Environments 2018, 5, 23. [Google Scholar] [CrossRef]
- Korcz, N.; Kamińska, A.; Ciesielski, M. Is the level of quality of life related to the frequency of visits to natural areas? Forests 2024, 15, 2257. [Google Scholar] [CrossRef]
- Schipperijn, J.; Ekholm, O.; Stigsdotter, U.; Toftager, M.; Bentsen, P.; Kamper-Jørgensen, F.; Randrup, T. Factors influencing the use of green space: Results from a Danish national representative survey. Landsc. Urban Plan. 2010, 95, 130–137. [Google Scholar] [CrossRef]
- Neuvonen, M.; Sievänen, T.; Tönnes, S.; Koskela, T. Access to green areas and the frequency of visits–A case study in Helsinki. Urban For. Urban Green. 2007, 6, 235–247. [Google Scholar] [CrossRef]
- Viebrantz, P.; Fernandes-Jesus, M. Visitors' perceptions of urban green spaces: A study of Lisbon's Alameda and Estrela Parks. Front. Sustain. Cities 2021, 3, 755423. [Google Scholar] [CrossRef]
- Romelli, C.; Anderson, C.; Fagerholm, N.; Hansen, R.; Albert, C. Why do people visit or avoid public green spaces? Insights from an online map-based survey in Bochum, Germany. Ecosyst. People 2025, 21, 2454252. [Google Scholar] [CrossRef]
- Gozalo, G.; Morillas, J.; González, D. Perceptions and use of urban green spaces on the basis of size. Urban For. Urban Green. 2019, 46, 126470. [Google Scholar] [CrossRef]
- Egea-Cariñanos, P.; Calaza-Martínez, P.; Roche, D.; Cariñanos, P. Uses, attitudes and perceptions of urban green spaces according to the sociodemographic profile: An exploratory analysis in Spain. Cities 2024, 150, 104996. [Google Scholar] [CrossRef]
- Stoia, N.; Niţă, M.; Popa, A.; Iojă, I. The green walk—An analysis for evaluating the accessibility of urban green spaces. Urban For. Urban Green. 2022, 75, 127685. [Google Scholar] [CrossRef]
- Žlender, V.; Thompson, C. Accessibility and use of peri-urban green space for inner-city dwellers: A comparative study. Landsc. Urban Plan. 2017, 165, 193–205. [Google Scholar] [CrossRef]
- Jalón, S.; Chiabai, A.; Mc Tague, A.; Artaza, N.; Ayala, A.; Quiroga, S.; Kruize, H.; Suárez, C.; Bell, R.; Taylor, T. Providing access to urban green spaces: A participatory benefit-cost analysis in Spain. Int. J. Env. Res. Public Health 2020, 17, 2818. [Google Scholar] [CrossRef]
- Silva, H.; Fonseca, F.; Rodrigues, A.; Palha, C. Engineering-based evaluation of sidewalk pavement materials: Implications for pedestrian safety and comfort. Int. J. Pavement Res. Technol. 2025. [Google Scholar] [CrossRef]




| Time Intervals | Walking | Cycling | ||
|---|---|---|---|---|
| Total Inhabitants | % of Total Population | Total Inhabitants | % of Total Population | |
| <5 min | 32774 | 14.1 | 180745 | 78.0 |
| 5-10 min | 63038 | 27.2 | 49886 | 21.5 |
| 10-15 min | 98230 | 42.4 | 1169 | 0.5 |
| Total | 194042 | 83.7 | 231800 | 100.0 |
| Variables | Attributes | Total | Percentage |
|---|---|---|---|
| Gender | Female | 103 | 75.2 |
| Male | 34 | 24.8 | |
| Age | 15-24 | 63 | 46.0 |
| 25-64 | 55 | 40.1 | |
| 65 or more | 19 | 13.9 | |
| Activity | Employed | 66 | 48.2 |
| Student | 52 | 37.9 | |
| Retirees | 16 | 11.7 | |
| Unemployed | 3 | 2.2 |
| Reasons | % | Actions | % |
|---|---|---|---|
| Walking | 27.0 | Increased proximity | 27.1 |
| Resting/Relaxing | 18.6 | More events | 17.8 |
| Spending time with friends | 17.1 | Additional facilities | 14.8 |
| Enjoying the view | 12.5 | Improved maintenance | 14.4 |
| Being with nature | 11.0 | Improved access | 13.6 |
| Exercising | 5.9 | Increased safety | 12.3 |
| Walking a dog | 4.6 | ||
| Using the children’s playground | 2.8 | ||
| Other | 0.5 |
| Transport Mode | Walking Attributes | Average Evaluation | Max. Score | Min. Score | SD |
|---|---|---|---|---|---|
| Walking | Sidewalk width and layout | 3.23 | 5 | 1 | 1.17 |
| Sidewalk surface quality | 3.04 | 5 | 1 | 1.08 | |
| Sidewalk continuity | 3.31 | 5 | 1 | 1.19 | |
| Connectivity with public transport | 3.26 | 5 | 1 | 1.15 | |
| Street trees and shade | 3.19 | 5 | 1 | 1.15 | |
| Traffic safety | 3.37 | 5 | 1 | 1.04 | |
| Personal security | 3.20 | 5 | 1 | 1.08 | |
| Environmental quality | 2.93 | 5 | 1 | 1.03 | |
| Cycling | Availability of cycle lanes | 2.12 | 5 | 1 | 1.09 |
| Quality of cycle lanes | 2.21 | 5 | 1 | 1.07 | |
| Continuity of cycle lanes | 2.01 | 5 | 1 | 1.00 | |
| Bicycle parking | 2.50 | 5 | 1 | 1.14 | |
| Traffic safety | 2.20 | 5 | 1 | 0.98 | |
| Environmental quality | 2.56 | 5 | 1 | 1.06 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 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 (http://creativecommons.org/licenses/by/4.0/).
