Physical Activity Behavior, Motivation and Active Commuting: Relationships with the Use of Green Spaces in Italy
Abstract
:1. Introduction
2. Materials and Methods
2.1. Questionnaire Development and Procedures
2.2. Participants
2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Bull, F.C.; Al-Ansari, S.S.; Biddle, S.; Borodulin, K.; Buman, M.P.; Cardon, G.; Carty, C.; Chaput, J.-P.; Chastin, S.; Chou, R.; et al. World Health Organization 2020 Guidelines on Physical Activity and Sedentary Behaviour. Br. J. Sports Med. 2020, 54, 1451–1462. [Google Scholar] [CrossRef]
- World Health Organization. Global Health Risks: Mortality and Burden of Disease Attributable to Selected Major Risks; World Health Organization: Geneva, Switzerland, 2009; ISBN 978-92-4-156387-1. [Google Scholar]
- Gong, Y.; Palmer, S.; Gallacher, J.; Marsden, T.; Fone, D. A Systematic Review of the Relationship between Objective Measurements of the Urban Environment and Psychological Distress. Environ. Int. 2016, 96, 48–57. [Google Scholar] [CrossRef] [Green Version]
- Dzhambov, A.M.; Dimitrova, D.D. Urban Green Spaces’ Effectiveness as a Psychological Buffer for the Negative Health Impact of Noise Pollution: A Systematic Review. Noise Health 2014, 16, 157–165. [Google Scholar] [CrossRef]
- Roschel, H.; Artioli, G.G.; Gualano, B. Risk of Increased Physical Inactivity During COVID-19 Outbreak in Older People: A Call for Actions. J. Am. Geriatr. Soc. 2020, 68, 1126–1128. [Google Scholar] [CrossRef]
- Anwari, N.; Tawkir, A.; Rakibul, I.; Hadiuzzaman, A.; Shohel, A. Exploring the travel behavior changes caused by the COVID-19 crisis: A case study for developing country. Transp. Res. Perspect. 2021, 9, 100334. [Google Scholar]
- Yao, W.; Yang, Y.; Chen, N.; Jin, S.; Hu, Y.; Bai, C. Understanding travel behavior adjustment under COVID-19. Commun. Transp. Res. 2022, 2, 100068. [Google Scholar] [CrossRef]
- Hansson, E.; Mattisson, K.; Björk, J.; Östergren, P.-O.; Jakobsson, K. Relationship between Commuting and Health Outcomes in a Cross-Sectional Population Survey in Southern Sweden. BMC Public Health 2011, 11, 834. [Google Scholar] [CrossRef] [Green Version]
- Mueller, N.; Rojas-Rueda, D.; Cole-Hunter, T.; de Nazelle, A.; Dons, E.; Gerike, R.; Götschi, T.; Int Panis, L.; Kahlmeier, S.; Nieuwenhuijsen, M. Health Impact Assessment of Active Transportation: A Systematic Review. Prev. Med. 2015, 76, 103–114. [Google Scholar] [CrossRef]
- Flint, E.; Webb, E.; Cummins, S. Change in Commute Mode and Body-Mass Index: Prospective, Longitudinal Evidence from UK Biobank. Lancet Public Health 2016, 1, e46–e55. [Google Scholar] [CrossRef] [Green Version]
- Avila-Palencia, I.; de Nazelle, A.; Cole-Hunter, T.; Donaire-Gonzalez, D.; Jerrett, M.; Rodriguez, D.A.; Nieuwenhuijsen, M.J. The Relationship between Bicycle Commuting and Perceived Stress: A Cross-Sectional Study. BMJ Open 2017, 7, e013542. [Google Scholar] [CrossRef]
- Avila-Palencia, I.; Int Panis, L.; Dons, E.; Gaupp-Berghausen, M.; Raser, E.; Götschi, T.; Gerike, R.; Brand, C.; de Nazelle, A.; Orjuela, J.P.; et al. The Effects of Transport Mode Use on Self-Perceived Health, Mental Health, and Social Contact Measures: A Cross-Sectional and Longitudinal Study. Environ. Int. 2018, 120, 199–206. [Google Scholar] [CrossRef]
- Zijlema, W.L.; Avila-Palencia, I.; Triguero-Mas, M.; Gidlow, C.; Maas, J.; Kruize, H.; Andrusaityte, S.; Grazuleviciene, R.; Nieuwenhuijsen, M.J. Active Commuting through Natural Environments Is Associated with Better Mental Health: Results from the PHENOTYPE Project. Environ. Int. 2018, 121, 721–727. [Google Scholar] [CrossRef]
- Althoff, T.; Sosič, R.; Hicks, J.L.; King, A.C.; Delp, S.L.; Leskovec, J. Large-scale physical activity data reveal worldwide activity inequality. Nature 2017, 547, 336–339. [Google Scholar] [CrossRef]
- Sallis, J.F.; Cerin, E.; Conway, T.L.; Adams, M.A.; Frank, L.D.; Pratt, M.; Salvo, D.; Schipperijn, J.; Smith, G.; Cain, K.L.; et al. Physical activity in relation to urban environments in 14 cities worldwide: A cross-sectional study. Lancet 2016, 387, 2207–2217. [Google Scholar] [CrossRef] [Green Version]
- van den Bosch, M. Natural Environments, Health, and Well-Being. Oxford Research Encyclopedia of Environmental Science. Available online: https://oxfordre.com/environmentalscience/view/10.1093/acrefore/9780199389414.001.0001/acrefore-9780199389414-e-333 (accessed on 26 May 2022).
- Lovell, R.; Depledge, M.; Maxwell, S. Health and the Natural Environment: A Review of Evidence, Policy, Practice and Opportunities for the Future; Department for Environment, Food and Rural Affairs: London, UK, 2018. [Google Scholar]
- Lovell, R.; White, M.P.; Wheeler, B.; Taylor, T.; Elliott, L. A Rapid Scoping Review of Health and Wellbeing Evidence for the Framework of Green Infrastructure Standards; European Centre for Environment and Human Health: Bonn, Germany; University of Exeter Medical School: Exeter, UK; Natural England, Department for the Environment, Food and Rural Affairs, Public Health England: London, UK; Ministry for Housing, Communities and Local Government: Exeter, UK, 2020. [Google Scholar]
- Evenson, K.R.; Wen, F.; Hillier, A.; Cohen, D.A. Assessing the Contribution of Parks to Physical Activity Using GPS and Accelerometry. Med. Sci. Sports Exerc. 2013, 45, 1981–1987. [Google Scholar] [CrossRef] [Green Version]
- Lin, W.; Chen, Q.; Jiang, M.; Tao, J.; Liu, Z.; Zhang, X.; Wu, L.; Xu, S.; Kang, Y.; Zeng, Q. Sitting or Walking? Analyzing the Neural Emotional Indicators of Urban Green Space Behavior with Mobile EEG. J. Urban Health 2020, 97, 191–203. [Google Scholar] [CrossRef]
- Hong, A.; Sallis, J.F.; King, A.C.; Conway, T.L.; Saelens, B.; Cain, K.L.; Fox, E.H.; Frank, L.D. Linking Green Space to Neighborhood Social Capital in Older Adults: The Role of Perceived Safety. Soc. Sci. Med. 2018, 207, 38–45. [Google Scholar] [CrossRef]
- Lachowycz, K.; Jones, A.P. Does Walking Explain Associations between Access to Greenspace and Lower Mortality? Soc. Sci. Med. 2014, 107, 9–17. [Google Scholar] [CrossRef]
- Tamosiunas, A.; Grazuleviciene, R.; Luksiene, D.; Dedele, A.; Reklaitiene, R.; Baceviciene, M.; Vencloviene, J.; Bernotiene, G.; Radisauskas, R.; Malinauskiene, V.; et al. Accessibility and Use of Urban Green Spaces, and Cardiovascular Health: Findings from a Kaunas Cohort Study. Environ. Health 2014, 13, 20. [Google Scholar] [CrossRef] [Green Version]
- Bird, W. Can Green Space and Biodiversity Increase Levels of Physical Activity? The National Benefits Hub: London, UK, 2004. [Google Scholar]
- Newton, J. Wellbeing and Natural Environment: A Brief Overview of Evidence; University of Bath: Bath, UK, 2007. [Google Scholar]
- Veitch, J.; Carver, A.; Abbott, G.; Giles-Corti, B.; Timperio, A.; Salmon, J. How Active Are People in Metropolitan Parks? An Observational Study of Park Visitation in Australia. BMC Public Health 2015, 15, 610. [Google Scholar] [CrossRef] [Green Version]
- Pretty, P.J.; Peacock, J.; Hine, R.; Sellens, M.; South, N.; Griffin, M. Green Exercise in the UK Countryside: Effects on Health and Psychological Well-Being, and Implications for Policy and Planning. J. Environ. Plan. Manag. 2007, 50, 211–231. [Google Scholar] [CrossRef]
- Barton, J.; Hine, R.; Pretty, J. The Health Benefits of Walking in Greenspaces of High Natural and Heritage value. J. Integr. Environ. Sci. 2009, 6, 261–278. [Google Scholar] [CrossRef]
- Bortolini, L.; Cividino, S.R.S.; Gubiani, R.; Cecchini, M.; Delfanti, L.M.P.; Colantoni, A. Urban Green Spaces Activities: A Preparatory Groundwork for a Safety Management System. J. Saf. Res. 2016, 56, 75–82. [Google Scholar] [CrossRef]
- Dadvand, P.; Bartoll, X.; Basagaña, X.; Dalmau-Bueno, A.; Martinez, D.; Ambros, A.; Cirach, M.; Triguero-Mas, M.; Gascon, M.; Borrell, C.; et al. Green Spaces and General Health: Roles of Mental Health Status, Social Support, and Physical Activity. Environ. Int. 2016, 91, 161–167. [Google Scholar] [CrossRef] [Green Version]
- Fong, K.; Hart, J.E.; James, P. A Review of Epidemiologic Studies on Greenness and Health: Updated Literature through 2017. Curr. Environ. Health Rep. 2018, 5, 77–87. [Google Scholar] [CrossRef] [Green Version]
- Nieuwenhuijsen, M.J.; Khreis, H.; Triguero-Mas, M.; Gascon, M.; Dadvand, P. Fifty Shades of Green: Pathway to Healthy Urban Living. Epidemiology 2017, 28, 63–71. [Google Scholar] [CrossRef]
- Lachowycz, K.; Jones, A.P. Towards a Better Understanding of the Relationship between Greenspace and Health: Development of a Theoretical Framework. Landsc. Urban Plan. 2013, 118, 62–69. [Google Scholar] [CrossRef]
- Bowler, D.E.; Buyung-Ali, L.M.; Knight, T.M.; Pullin, A.S. A systematic review of evidence for the added benefits to health of exposure to natural environments. BMC Public Health 2010, 10, 456. [Google Scholar] [CrossRef]
- McEachan, R.R.C.; Prady, S.L.; Smith, G.; Fairley, L.; Cabieses, B.; Gidlow, C.; Wright, J.; Dadvand, P.; van Gent, D.; Nieuwenhuijsen, M.J. The Association between Green Space and Depressive Symptoms in Pregnant Women: Moderating Roles of Socioeconomic Status and Physical Activity. J. Epidemiol. Community Health 2016, 70, 253–259. [Google Scholar] [CrossRef] [Green Version]
- Regione Emilia-Romagna. Available online: https://www.istat.it/it/files//2020/05/08_Emilia-Romagna_Scheda_DEF.pdf (accessed on 6 June 2021).
- Body Mass Index—BMI. Available online: https://www.euro.who.int/en/health-topics/disease-prevention/nutrition/a-healthy-lifestyle/body-mass-index-bmi (accessed on 22 July 2021).
- Quartieri, I. Available online: http://www.comune.bologna.it/iperbole/piancont/schede/quartieri/quartieri.htm (accessed on 31 May 2022).
- Raiola, G.; Aliberti, S. Outdoor sports and physical activity during social distancing by sports sciences and exercise course student at the University of Salento. J. Phys. Educ. Sport 2021, 71, 616–617. [Google Scholar] [CrossRef]
- Raiola, G.; Di Domenico, F. Physical and sports activity during the COVID-19 pandemic. J. Phys. Educ. Sport 2021, 49, 477–482. [Google Scholar] [CrossRef]
- Smith, W.G. Does Gender Influence Online Survey Participation? A Record-Linkage Analysis of University Faculty Online Survey Response Behavior; San Jose State University: San Jose, CA, USA, 2008. [Google Scholar]
- Gascon, M.; Triguero-Mas, M.; Martínez, D.; Dadvand, P.; Forns, J.; Plasència, A.; Nieuwenhuijsen, M.J. Mental Health Benefits of Long-Term Exposure to Residential Green and Blue Spaces: A Systematic Review. Int. J. Environ. Res Public Health 2015, 12, 4354–4379. [Google Scholar] [CrossRef] [Green Version]
- van Praag, L.; Bracke, P.; Christiaens, W.; Levecque, K.; Pattyn, E. Mental Health in a Gendered Context: Gendered Community Effect on Depression and Problem Drinking. Health Place 2009, 15, 990–998. [Google Scholar] [CrossRef]
- Pattyn, E.; Van Praag, L.; Verhaeghe, M.; Levecque, K.; Bracke, P. The Association between Residential Area Characteristics and Mental Health Outcomes among Men and Women in Belgium. Arch. Public Health 2011, 69, 3. [Google Scholar] [CrossRef] [Green Version]
- Chen, C.; Luo, W.; Li, H.; Zhang, D.; Kang, N.; Yang, X.; Xia, Y. Impact of Perception of Green Space for Health Promotion on Willingness to Use Parks and Actual Use among Young Urban Residents. Int. J. Environ. Res. Public Health 2020, 17, 5560. [Google Scholar] [CrossRef]
- de Vries, S.; Verheij, R.A.; Groenewegen, P.P.; Spreeuwenberg, P. Natural Environments—Healthy Environments? An Exploratory Analysis of the Relationship between Greenspace and Health. Environ. Plan A 2003, 35, 1717–1731. [Google Scholar] [CrossRef]
- Shanahan, D.F.; Fuller, R.A.; Bush, R.; Lin, B.B.; Gaston, K.J. The Health Benefits of Urban Nature: How Much Do We Need? BioScience 2015, 65, 476–485. [Google Scholar] [CrossRef] [Green Version]
- Hemmingsson, E.; Ekelund, U. Is the association between physical activity and body mass index obesity dependent? Int. J. Obes. 2007, 31, 663–668. [Google Scholar] [CrossRef] [Green Version]
- Hammond, M.M.; Zhang, Y.; Pathiravasan, C.H.; Lin, H.; Sardana, M.; Trinquart, L.; Benjamin, E.J.; Borrelli, B.; Manders, E.S.; Fusco, K.; et al. Relations between BMI Trajectories and Habitual Physical Activity Measured by a Smartwatch in the Electronic Cohort of the Framingham Heart Study: Cohort Study. JMIR Cardio 2022, 6, e32348. [Google Scholar] [CrossRef]
- Cárdenas Fuentes, G.; Bawaked, R.A.; Martínez González, M.A.; Corella, D.; Subirana Cachinero, I.; Salas-Salvadó, J.; Estruch, R.; Serra-Majem, L.; Ros, E.; Peralta, J.L.; et al. Association of physical activity with body mass index, waist circumference and incidence of obesity in older adults. Eur. J. Public Health 2018, 28, 944–950. [Google Scholar] [CrossRef]
- Tittlbach, S.A.; Jekauc, D.; Schmidt, S.C.E.; Woll, A.; Bös, K. The relationship between physical activity, fitness, physical complaints and BMI in German adults—Results of a longitudinal study. Eur. J. Sport Sci. 2017, 17, 1090–1099. [Google Scholar] [CrossRef]
- Suliga, E.; Cieśla, E.; Rębak, D.; Kozieł, D.; Głuszek, S. Relationship Between Sitting Time, Physical Activity, and Metabolic Syndrome among Adults Depending on Body Mass Index (BMI). Med. Sci. Monit. 2018, 24, 7633–7645. [Google Scholar] [CrossRef]
- Selander, J.; Nilsson, M.E.; Bluhm, G.; Rosenlund, M.; Lindqvist, M.; Nise, G.; Pershagen, G. Long-Term Exposure to Road Traffic Noise and Myocardial Infarction. Epidemiology 2009, 20, 272–279. [Google Scholar] [CrossRef]
- van den Bosch, M.; Ode Sang, Å. Urban Natural Environments as Nature-Based Solutions for Improved Public Health—A Systematic Review of Reviews. Environ. Res. 2017, 158, 373–384. [Google Scholar] [CrossRef]
- Wolf, K.L.; Robbins, A.S.T. Metro Nature, Environmental Health, and Economic Value. Environ. Health Perspect. 2015, 123, 390–398. [Google Scholar] [CrossRef] [Green Version]
- Shanahan, D.F.; Lin, B.B.; Bush, R.; Gaston, K.J.; Dean, J.H.; Barber, E.; Fuller, R.A. Toward Improved Public Health Outcomes From Urban Nature. Am. J. Public Health 2015, 105, 470–477. [Google Scholar] [CrossRef]
- Grigoletto, A.; Mauro, M.; Maietta Latessa, P.; Iannuzzi, V.; Gori, D.; Campa, F.; Greco, G.; Toselli, S. Impact of Different Types of Physical Activity in Green Urban Space on Adult Health and Behaviors: A Systematic Review. Eur. J. Investig. Health Psychol. Educ. 2021, 11, 263–275. [Google Scholar] [CrossRef]
- Lee, I.; Choi, H.; Bang, K.-S.; Kim, S.; Song, M.; Lee, B. Effects of Forest Therapy on Depressive Symptoms among Adults: A Systematic Review. Int. J. Environ. Res. Public Health 2017, 14, 321. [Google Scholar] [CrossRef]
- Chen, X.; de Vries, S.; Assmuth, T.; Dick, J.; Hermans, T.; Hertel, O.; Jensen, A.; Jones, L.; Kabisch, S.; Lanki, T.; et al. Research Challenges for Cultural Ecosystem Services and Public Health in (Peri-)Urban Environments. Sci. Total Environ. 2019, 651, 2118–2129. [Google Scholar] [CrossRef]
- Aerts, R.; Honnay, O.; Van Nieuwenhuyse, A. Biodiversity and Human Health: Mechanisms and Evidence of the Positive Health Effects of Diversity in Nature and Green Spaces. Br. Med. Bull. 2018, 127, 5–22. [Google Scholar] [CrossRef] [Green Version]
- Barton, J.; Pretty, J. What Is the Best Dose of Nature and Green Exercise for Improving Mental Health? A Multi-Study Analysis. Environ. Sci. Technol. 2010, 44, 3947–3955. [Google Scholar] [CrossRef]
- Grigoletto, A.; Mauro, M.; Campa, F.; Loi, A.; Zambon, M.C.; Bettocchi, M.; Nieuwenhuijsen, M.; Bragonzoni, L.; Maietta Latessa, P.; Toselli, S. Attitudes towards Green Urban Space: A Case Study of Two Italian Regions. Int. J. Environ. Res. Public Health 2021, 18, 6442. [Google Scholar] [CrossRef]
- Astell-Burt, T.; Feng, X.; Kolt, G.S. Does Access to Neighbourhood Green Space Promote a Healthy Duration of Sleep? Novel Findings from a Cross-Sectional Study of 259 319 Australians. BMJ Open 2013, 3, e003094. [Google Scholar] [CrossRef] [Green Version]
- Carter, M.; Hortwitz, P. Beyond Proximity: The Importance of Green Space Useability to Self-Reported Health. Ecohealth 2014, 11, 322–332. [Google Scholar] [CrossRef]
- Richardson, E.A.; Pearce, J.; Mitchell, R.; Kingham, S. Role of Physical Activity in the Relationship between Urban Green Space and Health. Public Health 2013, 127, 318–324. [Google Scholar] [CrossRef] [Green Version]
- Triguero-Mas, M.; Donaire-Gonzalez, D.; Seto, E.; Valentín, A.; Martínez, D.; Smith, G.; Hurst, G.; Carrasco-Turigas, G.; Masterson, D.; van den Berg, M.; et al. Natural Outdoor Environments and Mental Health: Stress as a Possible Mechanism. Environ. Res. 2017, 159, 629–638. [Google Scholar] [CrossRef]
- Stathnopoulos, A.; Hess, S. Revisiting reference point formation, gains-losses symmetry and nonlinear sensitivies with an emphasis on attribute specific treatment. Transp. Res. Perspect. 2012, 46, 1673–1689. [Google Scholar] [CrossRef]
- Ortùzar, J.D. Future transportation: Sustainability, complexity and individualization of choices. Commun. Transp. Res. 2021, 1, 100010. [Google Scholar] [CrossRef]
Questions | Correlation Value | p-Value |
---|---|---|
Q1. Way to reach the park | 0.74 | 0.00 |
Q2. Active commuting (min/week) | 0.98 | 0.00 |
Q3. From 1 to 10, how tired were you when you reached the park? | 0.68 | 0.00 |
Q4. How far (in meters, approximately) is your home from the park? | 0.99 | 0.00 |
Q5. Do you go to the park to practice PA? | 0.83 | 0.00 |
Q6. If you do not practice PA at the park, why do you go to the park? | 0.70 | 0.00 |
Q7. Kind of PA | 0.86 | 0.00 |
Q8. How many times per week do you go to the park? | 0.88 | 0.00 |
Q9. How many hours of PA do you practice at the park? | 0.93 | 0.00 |
Q10. If there wasn’t this park, would you have practiced PA in an indoor environment? How often would you practice indoor PA if there wasn’t a park (h/week)? | 0.85 0.71 | 0.00 0.04 |
Q11. Where do you like to exercise the most? | 0.88 | 0.00 |
Q12. If you practice indoor exercise, in which type of indoor environment? | 0.80 | 0.00 |
Q13. Are you satisfied with this park? | 0.76 | 0.00 |
Q14. I feel more energetic, after practicing PA in the park | 0.75 | 0.00 |
Q15. I feel more energetic, after visiting the park | 0.81 | 0.00 |
Females (n = 215) | Males (n = 168) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Age (years) | 18–30 | 31–40 | 41–50 | 51–60 | 61–70 | 18–30 | 31–40 | 41–50 | 51–60 | 61–70 |
N | 70 | 36 | 43 | 34 | 32 | 60 | 39 | 24 | 31 | 14 |
% | 32.6 | 16.7 | 20 | 15.8 | 14.9 | 35.7 | 23.2 | 14.3 | 18.5 | 8.3 |
Weight (kg) | 58.2 | 68.1 | 66.9 | 78.3 | 74.7 | 63.4 | 67.8 | 73.3 | 76.1 | 85.9 |
SD | 9.2 | 16.6 | 13.5 | 12.6 | 10.6 | 10.3 | 13.4 | 11.7 | 9.4 | 12.5 |
Height (cm) | 165.8 | 164.8 | 164.1 | 164.2 | 162.4 | 177.9 | 178.5 | 175.8 | 175 | 177.4 |
SD | 8.1 | 6.7 | 5.3 | 7.2 | 5.2 | 8 | 5.1 | 7.1 | 7.7 | 7.9 |
BMI (kg/m2) | 21.2 | 25.4 | 25.3 | 25 | 25.3 | 23.1 | 24.5 | 24.6 | 24.4 | 27.2 |
SD | 2.8 | 3.8 | 5.8 | 4 | 4.8 | 2.9 | 3.1 | 2.7 | 2.8 | 3.5 |
Weight status (%) | ||||||||||
Underweight | 17.3 | 11.2 | 4.7 | - | 3.1 | 5 | - | - | - | - |
Normal weight | 75.6 | 69.5 | 53.5 | 56 | 59.4 | 73.3 | 64.1 | 66.6 | 70.9 | 21.4 |
Overweight | 4.3 | 5.5 | 27.8 | 25.6 | 28.1 | 20 | 30.7 | 33.4 | 22.6 | 55.2 |
Obese | 2.8 | 13.8 | 14 | 18.4 | 9.4 | 1.7 | 5.2 | - | 6.5 | 21.4 |
Females | Males | Females | Males | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18–30 years | 31–40 years | 41–50 years | 51–60 years | 61–70 years | p-Value | 18–30 years | 31–40 years | 41–50 years | 51–60 years | 61–70 years | p-Value | 18–70 years | 18–70 years | p-Value | |
N (%) | 70 (32.6) | 36 (16.7) | 43 (20.0) | 34 (15.8) | 32 (14.9) | 60 (35.7) | 39 (23.2) | 24 (14.3) | 31 (18.5) | 14 (8.3) | 215 (56.1) | 168 (43.9) | |||
Occupation | 0.00 | 0.00 | 0.00 | ||||||||||||
Employed | 61.5 | 91.6 | 95.4 | 79.5 | 18.7 | 0.00 | 75.0 | 94.9 | 95.9 | 96.8 | 28.6 | 0.12 | 67.9 | 82.7 | 0.00 |
Student | 37.1 | 2.8 | - | - | - | 0.00 | 16.7 | - | - | - | - | 0.00 | 16.3 | 6.0 | 0.00 |
Unemployed | 1.4 | 5.6 | 4.6 | 11.7 | - | 0.29 | 8.3 | 5.1 | - | 3.2 | - | 0.00 | 3.7 | 4.8 | 0.00 |
Retired | - | - | - | 8.8 | 81.3 | 0.00 | - | - | 4.1 | - | 71.4 | 0.00 | 12.1 | 6.5 | 0.00 |
Education level | 0.06 | 0.07 | 0.23 | ||||||||||||
High school | 40.0 | 50.0 | 46.5 | 67.7 | 62.5 | 0.00 | 45.0 | 61.5 | 41.7 | 58.1 | 92.9 | 0.00 | 49.7 | 55.4 | 0.75 |
Bachelor’s degree | 48.6 | 16.7 | 11.6 | 14.7 | 25.0 | 0.00 | 26.7 | 15.4 | 12.5 | 16.1 | - | 0.07 | 27.9 | 17.3 | 0.10 |
Master’s degree | 10.0 | 30.6 | 32.6 | 17.6 | 9.4 | 0.01 | 28.3 | 15.4 | 41.7 | 22.6 | 7.1 | 0.01 | 19.1 | 24.4 | 0.53 |
PhD | 1.4 | 2.7 | 9.3 | - | 3.1 | 0.00 | - | 7.7 | 4.1 | 3.2 | - | 0.00 | 3.3 | 2.9 | 0.98 |
Q1. Way to reach the park | 0.00 | 0.00 | 0.00 | ||||||||||||
Walking | 52.8 | 83.3 | 60.4 | 79.4 | 65.6 | 0.02 | 40.0 | 43.5 | 45.8 | 54.8 | 50.0 | 0.00 | 65.6 | 56.7 | 0.01 |
Running | 11.4 | - | 2.3 | 2.9 | - | 0.09 | 35.0 | 17.9 | 29.1 | 9.6 | 7.1 | 0.16 | 4.7 | 24.6 | 0.24 |
Bicycle | 18.5 | 11.1 | 13.9 | 11.7 | 3.1 | 0.05 | 15.0 | 33.3 | 20.8 | 25.8 | 14.2 | 0.00 | 13.0 | 11.2 | 0.00 |
Vehicle | 17.1 | 5.6 | 23.3 | 5.8 | 31.2 | 0.74 | 10.0 | 5.1 | 4.1 | 9.6 | 28.5 | 0.04 | 16.7 | 7.5 | 0.04 |
Q5. Do you go to the park to practice PA? | 0.29 | 0.01 | 0.00 | ||||||||||||
No | 41.4 | 50 | 55.8 | 55.9 | 62.5 | 0.04 | 20.0 | 23.1 | 16.7 | 25.8 | 64.3 | 0.04 | 51.2 | 25.0 | 0.00 |
Yes | 58.6 | 50 | 44.2 | 44.1 | 37.5 | 0.15 | 80.0 | 76.9 | 83.3 | 74.2 | 35.7 | 0.00 | 48.8 | 75.0 | 0.00 |
Q6. If you do not practice PA at the park, why do you go to the park? | 0.01 | 0.15 | 0.60 | ||||||||||||
Get in touch with nature | 11.9 | 19.4 | 29.3 | 25.8 | 16.7 | 0.02 | 7.4 | 14.3 | 13.0 | 7.7 | 53.8 | 0.00 | 19.8 | 17.3 | 0.60 |
Relax | 67.8 | 74.2 | 46.3 | 61.3 | 83.3 | 0.20 | 77.8 | 67.9 | 73.9 | 92.3 | 30.8 | 0.48 | 65.6 | 70.7 | 0.57 |
Socializing | 20.3 | 6.5 | 24.4 | 12.9 | - | 0.00 | 14.8 | 17.9 | 13.0 | - | 15.4 | 0.16 | 14.6 | 12.0 | 0.52 |
Q7. Kind of PA | 0.00 | 0.00 | 0.00 | ||||||||||||
Light running | 23.2 | 18.7 | 10.6 | - | - | 0.40 | 18.2 | 24.2 | 36.8 | 22.7 | 14.3 | 0.00 | 7.0 | 17.9 | 0.07 |
Outdoor fitness equipment | 7.7 | - | 10.6 | - | 7.1 | 0.01 | 68.2 | 27.6 | - | - | - | 0.00 | 5.5 | 36.9 | 0.00 |
Skating | 3.7 | - | 10.6 | - | - | 0.00 | - | - | - | - | - | 0.05 | 1.3 | - | 0.27 |
Walking | 38.7 | 81.3 | 47.2 | 100 | 71.4 | 0.03 | 4.5 | 24.2 | 42.1 | 59.1 | 57.1 | 0.00 | 75.3 | 32.3 | 0.00 |
Football | - | - | - | - | 7.1 | 0.00 | 2.3 | 10.4 | - | - | - | 0.00 | 1.3 | 1.2 | 0.90 |
Bicycling | 19.3 | - | 5.2 | - | - | 0.02 | - | 13.7 | - | 18.2 | 28.6 | 0.00 | 7.0 | 8.3 | 0.54 |
Stretching | 3.7 | - | 10.6 | - | - | 0.00 | 6.9 | - | 10.5 | - | - | 0.00 | 1.3 | 2.4 | 0.67 |
Nordic walking | 3.7 | - | 5.2 | - | 14.4 | 0.42 | - | - | 10.5 | - | - | 0.00 | 1.3 | 1.0 | 0.28 |
Q10. If there wasn’t this park, would you have practiced PA in an indoor environment? | 0.01 | 0.00 | 0.75 | ||||||||||||
Yes | 51.4 | 50.0 | 37.2 | 32.4 | 21.9 | 0.19 | 58.3 | 28.2 | 66.7 | 29.0 | 21.4 | 0.02 | 40.9 | 44.0 | 0.89 |
No | 38.6 | 25.0 | 39.5 | 55.9 | 68.8 | 0.05 | 31.7 | 59.0 | 33.3 | 51.6 | 42.9 | 0.27 | 43.7 | 42.9 | 0.99 |
I don’t know | 10.0 | 25.0 | 23.3 | 11.8 | 9.4 | 0.14 | 10.0 | 12.8 | - | 19.4 | 35.7 | 0.05 | 15.4 | 13.1 | 0.84 |
Q11. Where do you like to exercise the most? | 0.01 | 0.03 | 0.00 | ||||||||||||
Outdoor | 77.1 | 82.9 | 95.3 | 94.1 | 90.6 | 0.79 | 91.5 | 89.7 | 91.7 | 93.5 | 91.7 | 0.08 | 86.9 | 91.5 | 0.63 |
Indoor | 22.9 | 17.1 | 2.3 | 5.9 | 9.4 | 0.00 | 8.5 | 10.3 | 8.3 | 6.5 | 8.3 | 0.09 | 13.1 | 8.5 | 0.00 |
Q12. If you practice indoor exercise, in which type of indoor environment? | 0.53 | 0.19 | 0.75 | ||||||||||||
Home | 37.9 | 28.1 | 28.9 | 46.4 | 47.8 | 0.56 | 35.8 | 37.5 | 29.2 | 32.0 | 27.3 | 0.56 | 39.9 | 33.8 | 0.64 |
Gym | 59.1 | 59.4 | 63.2 | 50.0 | 52.2 | 0.95 | 62.3 | 56.3 | 70.8 | 48.0 | 54.5 | 0.86 | 57.8 | 59.3 | 0.85 |
Swimming pool | 3.0 | 12.5 | 7.9 | 3.6 | - | 0.28 | 1.9 | 6.3 | - | 20.0 | 18.2 | 0.01 | 2.3 | 6.9 | 0.57 |
Females | Males | ANOVA | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18–30 yrs | 31–40 yrs | 41–50 yrs | 51–60 yrs | 61–70 yrs | 18–30 yrs | 31–40 yrs | 41–50 yrs | 51–60 yrs | 61–70 yrs | Age Class | Sex | Age Class * Sex | ||||
Variable | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | F | p | F | p | F | p |
Q2. Active commuting (min/week) | ||||||||||||||||
72.85 (48.25) | 65.13 (42.27) | 68.61 (50.63) | 56.41 (46.67) | 64.18 (43.41) | 81.80 (47.31) | 76.12 (56.43) | 53.41 (42.26) | 68.14 (34.00) | 75.86 (38.80) | 1.58 | 0.17 | 0.77 | 0.37 | 0.82 | 0.50 | |
Q3. From 1 to 10, how tired were you when you reached the park? | ||||||||||||||||
2.33 (0.88) | 1.94 (0.75) | 1.57 (0.81) | 2.53 (1.43) | 2.58 (1.08) | 1.53 (0.67) | 1.42 (0.51) | 1.13 (0.35) | 1.10 (0.32) | 1.40 (0.55) | 2.45 | 0.04 | 34.64 | 0.00 | 1.57 | 0.18 | |
Q4. How far (in meters, approximately) is your home from the park? | ||||||||||||||||
2971.4 (3034.0) | 2582.7 (5512.7) | 2110.2 (4662.4) | 1962.1 (2344.3) | 2422.8 (2024.0) | 2631.6 (2819.9) | 2311.5 (1265.6) | 1706.2 (1903.7) | 3220.9 (3910.2) | 2342.3 (3001.3) | 0.80 | 0.53 | 0.00 | 0.97 | 0.76 | 0.55 | |
Q8. How many times per week do you go to the park? | ||||||||||||||||
2.51 (1.54) | 3.22 (1.57) | 3.37 (1.62) | 3.53 (1.95) | 2.33 (1.22) | 2.71 (1.44) | 2.35 (1.42) | 3.06 (1.59) | 2.60 (1.57) | 3.75 (1.94) | 2.07 | 0.08 | 0.24 | 0.61 | 4.96 | 0.00 | |
Q9. How many hours of PA do you practice at the park? | ||||||||||||||||
1.33 (0.61) | 1.33 (0.49) | 1.29 (0.73) | 1.47 (0.64) | 1.83 (1.70) | 1.65 (0.63) | 1.27 (0.45) | 1.63 (0.67) | 1.35 (0.57) | 1.20 (0.45) | 1.16 | 0.32 | 3.48 | 0.06 | 1.39 | 0.23 | |
Q10. How often would you practice indoor PA if there wasn’t a park (h/week)? | ||||||||||||||||
2.67 (1.12) | 2.11 (0.76) | 1.94 (0.44) | 1.91 (0.30) | 2.00 (0.00) | 2.57 (1.07) | 2.45 (0.82) | 2.19 (0.66) | 2.11 (0.60) | 2.67 (0.58) | 3.42 | 0.01 | 2.50 | 0.11 | 0.65 | 0.62 | |
Q11. Where do you like to exercise the most? | ||||||||||||||||
Indoor | 2.54 (0.94) | 3.19 (0.98) | 2.90 (0.55) | 2.55 (0.82) | 2.14 (0.90) | 2.30 (0.88) | 2.48 (0.73) | 2.63 (1.06) | 2.00 (0.85) | 3.00 (0.00) | 2.40 | 0.05 | 0.97 | 0.32 | 1.34 | 0.25 |
Outdoor | 3.00 (1.38) | 2.89 (1.41) | 2.04 (1.46) | 2.05 (1.47) | 2.50 (1.54) | 2.58 (1.50) | 2.66 (1.52) | 2.50 (1.55) | 2.56 (1.53) | 2.71 (1.60) | 1.51 | 0.19 | 0.08 | 0.77 | 1.12 | 0.34 |
Q13. Are you satisfied with this park? | ||||||||||||||||
4.20 (0.83) | 4.11 (0.87) | 4.42 (0.88) | 4.29 (1.14) | 4.38 (0.75) | 3.78 (0.99) | 4.08 (1.16) | 4.42 (0.58) | 4.50 (0.63) | 3.77 (1.59) | 3.33 | 0.01 | 2.12 | 0.14 | 1.75 | 0.13 | |
Q14. I feel more energetic, after practicing PA in the park | ||||||||||||||||
3.21 (1.36) | 3.72 (1.32) | 3.57 (1.35) | 3.94 (1.58) | 3.34 (1.73) | 3.08 (1.34) | 3.10 (1.65) | 3.25 (1.36) | 3.45 (1.71) | 3.46 (1.66) | 0.51 | 0.19 | 2.52 | 0.11 | 0.69 | 0.59 | |
Q15. I feel more peaceful, after visiting the park | ||||||||||||||||
3.35 (1.33) | 3.69 (1.37) | 3.55 (1.43) | 4.09 (1.36) | 3.69 (1.53) | 3.98 (1.25) | 3.35 (1.34) | 3.88 (1.45) | 3.32 (1.28) | 3.85 (1.46) | 0.24 | 0.91 | 0.02 | 0.87 | 3.32 | 0.01 | |
Amount of PA (min/week) | ||||||||||||||||
79.76 (36.50) | 80.00 (29.10) | 77.37 (43.95) | 88.00 (38.40) | 110.00 (101.80) | 98.75 (37.62) | 76.00 (26.99) | 97.50 (39.98) | 80.87 (34.37) | 72.00 (26.83) | 0.62 | 0.65 | 0.09 | 0.76 | 2.18 | 0.07 | |
PA and active commuting (min/week) | ||||||||||||||||
117.12 (73.32) | 107.49 (63.33) | 111.08 (76.15) | 111.46 (78.14) | 125.00 (91.51) | 155.20 (69.21) | 134.12 (75.18) | 132.44 (63.95) | 139.30 (62.09) | 92.90 (55.30) | 1.16 | 0.32 | 3.48 | 0.06 | 1.39 | 0.23 |
Predictors | β | T | p-Value |
---|---|---|---|
Sex (female) | –0.11 | −0.12 | 0.90 |
BMI | 0.04 | 0.51 | 0.61 |
Distance from the park | 0.15 | 1.56 | 0.12 |
Times per week at the park | 0.18 | 2.12 | 0.04 |
Age class | |||
18–30 years | –0.01 | –0.08 | 0.93 |
31–40 years | 0.01 | 0.06 | 0.95 |
41–50 years | –0.01 | –0.11 | 0.92 |
51–60 years | 0.04 | 0.38 | 0.17 |
Occupation | |||
Student | –0.05 | –0.45 | 0.66 |
Employed | 0.07 | 0.55 | 0.58 |
Unemployed | –0.17 | –1.45 | 0.15 |
Education level | |||
High school | 0.01 | 0.02 | 0.98 |
Bachelor’s degree | 0.07 | 0.87 | 0.38 |
Master’s degree | 0.08 | 0.93 | 0.36 |
Way to reach the park | |||
Walking | 0.14 | 1.19 | 0.24 |
Motor vehicle | –0.36 | –2.94 | 0.04 |
Running | 0.22 | 1.98 | 0.04 |
Kind of PA at the park | |||
Light running | –0.13 | –1.36 | 0.18 |
Outdoor fitness equipment | 0.07 | 0.64 | 0.52 |
Skating | 0.30 | 2.95 | 0.03 |
Walking | 0.28 | 2.17 | 0.03 |
Football | 0.06 | 0.68 | 0.49 |
Bicycling | −0.07 | −0.67 | 0.50 |
Stretching | 0.04 | 0.47 | 0.64 |
R2 | 0.28 | ||
Adjusted R2 | 0.14 | ||
p | 0.01 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 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/).
Share and Cite
Grigoletto, A.; Loi, A.; Maietta Latessa, P.; Marini, S.; Rinaldo, N.; Gualdi-Russo, E.; Zaccagni, L.; Toselli, S. Physical Activity Behavior, Motivation and Active Commuting: Relationships with the Use of Green Spaces in Italy. Int. J. Environ. Res. Public Health 2022, 19, 9248. https://doi.org/10.3390/ijerph19159248
Grigoletto A, Loi A, Maietta Latessa P, Marini S, Rinaldo N, Gualdi-Russo E, Zaccagni L, Toselli S. Physical Activity Behavior, Motivation and Active Commuting: Relationships with the Use of Green Spaces in Italy. International Journal of Environmental Research and Public Health. 2022; 19(15):9248. https://doi.org/10.3390/ijerph19159248
Chicago/Turabian StyleGrigoletto, Alessia, Alberto Loi, Pasqualino Maietta Latessa, Sofia Marini, Natascia Rinaldo, Emanuela Gualdi-Russo, Luciana Zaccagni, and Stefania Toselli. 2022. "Physical Activity Behavior, Motivation and Active Commuting: Relationships with the Use of Green Spaces in Italy" International Journal of Environmental Research and Public Health 19, no. 15: 9248. https://doi.org/10.3390/ijerph19159248
APA StyleGrigoletto, A., Loi, A., Maietta Latessa, P., Marini, S., Rinaldo, N., Gualdi-Russo, E., Zaccagni, L., & Toselli, S. (2022). Physical Activity Behavior, Motivation and Active Commuting: Relationships with the Use of Green Spaces in Italy. International Journal of Environmental Research and Public Health, 19(15), 9248. https://doi.org/10.3390/ijerph19159248