An Analysis of the Factors Associated with the Seasonal Variability of Physical Activity in Natural Environments in a Sample of Lithuanian Adults
Abstract
1. Introduction
1.1. Physical Activity in Natural Environments and Its Restoration Effect
1.2. Seasonal Variability of PA in Natural Environments
1.3. The Present Study
2. Materials and Methods
2.1. Study Design and Procedure
2.2. Study Participants
2.3. Measures
2.4. 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
- Araújo, D., Brymer, E., Brito, H., Withagen, R., & Davids, K. (2019). The empowering variability of affordances of nature: Why do exercisers feel better after performing the same exercise in natural environments than in indoor environments? Psychology of Sport and Exercise, 42, 138–145. [Google Scholar] [CrossRef]
- Barragan-Jason, G., Loreau, M., de Mazancourt, C., Singer, M. C., & Parmesan, C. (2023). Psychological and physical connections with nature improve both human well-being and nature conservation: A systematic review of meta-analyses. Biological Conservation, 277, 109842. [Google Scholar] [CrossRef]
- Beery, T. H. (2013). Nordic in nature: Friluftsliv and environmental connectedness. Environmental Education Research, 19(1), 94–117. [Google Scholar] [CrossRef]
- Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294. [Google Scholar] [CrossRef]
- Brito, H. S., Carraça, E. V., Palmeira, A. L., Ferreira, J. P., Vleck, V., & Araújo, D. (2022). Benefits to performance and well-being of nature-based exercise: A critical systematic review and meta-analysis. Environmental Science & Technology, 56(1), 62–77. [Google Scholar] [CrossRef]
- Calogiuri, G., & Chroni, S. (2014). The impact of the natural environment on the promotion of active living: An integrative systematic review. BMC Public Health, 14(1), 1. [Google Scholar] [CrossRef]
- Calogiuri, G., Patil, G. G., & Aamodt, G. (2016). Is green exercise for all? A descriptive study of green exercise habits and promoting factors in adult norwegians. International Journal of Environmental Research and Public Health, 13(11), 1165. [Google Scholar] [CrossRef]
- Cohen, D. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Routledge Academic. [Google Scholar]
- Coventry, P. A., Brown, J. E., Pervin, J., Brabyn, S., Pateman, R., Breedvelt, J., Gilbody, S., Stancliffe, R., McEachan, R., & White, P. L. (2021). Nature-based outdoor activities for mental and physical health: Systematic review and meta-analysis. SSM-Population Health, 16, 100934. [Google Scholar] [CrossRef]
- Dasgupta, P. (2013). The nature of economic development and the economic development of nature. Economic and Political Weekly, 48(51), 38–51. [Google Scholar] [CrossRef]
- Dėdelė, A., Miškinytė, A., Andrušaitytė, S., & Nemaniūtė-Gužienė, J. (2019). Seasonality of physical activity and its association with socioeconomic and health factors among urban-dwelling adults of Kaunas, Lithuania. BMC Public Health, 19(1), 1. [Google Scholar] [CrossRef]
- Ducinskiene, L. D., Kalediene, R., Petrauskiene, J., & Sumskas, L. (2002). Pasaulio sveikatos organizacijos klausimyno tinkamumo įvertinimas studentų gyvenimo kokybei tirti (The assessment of the World Health Organization’s quality of life questionnaire’ validity in the student sample). Sveikatos Mokslai (Health Sciences), 3(19), 53–58. [Google Scholar]
- Eisenberg, D., & Okeke, E. (2009). Too cold for a jog? Weather, exercise, and socioeconomic status. The B.E. Journal of Economic Analysis & Policy, 9(1). Available online: https://www.degruyterbrill.com/document/doi/10.2202/1935-1682.2104/html (accessed on 5 April 2025).
- European Environment Agency. (2018). Unequal exposure and unequal impacts. Available online: https://www.eea.europa.eu/en/analysis/publications/unequal-exposure-and-unequal-impacts (accessed on 5 April 2025).
- Ferguson, T., Curtis, R., Fraysse, F., Lagiseti, R., Northcott, C., Virgara, R., Watson, A., & Maher, C. A. (2021). Annual, seasonal, cultural and vacation patterns in sleep, sedentary behaviour and physical activity: A systematic review and meta-analysis. BMC Public Health, 21(1), 1384. [Google Scholar] [CrossRef] [PubMed]
- Garriga, A., Sempere-Rubio, N., Molina-Prados, M. J., & Faubel, R. (2022). Impact of seasonality on physical activity: A systematic review. International Journal of Environmental Research and Public Health, 19(1), 2. [Google Scholar] [CrossRef] [PubMed]
- Gatti, E. T. J., Brownlee, M. T. J., & Bricker, K. S. (2022). Winter recreationists’ perspectives on seasonal differences in the outdoor recreation setting. Journal of Outdoor Recreation and Tourism, 37, 100366. [Google Scholar] [CrossRef]
- Godin, G. (2011). The godin-shephard leisure-time physical activity questionnaire. The Health & Fitness Journal of Canada, 4(1), 1. [Google Scholar] [CrossRef]
- Hartig, T., Mitchell, R., de Vries, S., & Frumkin, H. (2014). Nature and health. Annual Review of Public Health, 35(1), 207–228. [Google Scholar] [CrossRef]
- Hayes, A. F., & Coutts, J. J. (2020). Use omega rather than cronbach’s alpha for estimating reliability. But…. Null, 14(1), 1–24. [Google Scholar] [CrossRef]
- Jia, H., & Lubetkin, E. I. (2009). Time trends and seasonal patterns of health-related quality of life among U.S. adults. Public Health Reports®, 124(5), 692–701. [Google Scholar] [CrossRef]
- Jimenez, M. P., DeVille, N. V., Elliott, E. G., Schiff, J. E., Wilt, G. E., Hart, J. E., & James, P. (2021). Associations between nature exposure and health: A review of the evidence. International Journal of Environmental Research and Public Health, 18(9), 4790. [Google Scholar] [CrossRef]
- Kajosaari, A., & Pasanen, T. P. (2021). Restorative benefits of everyday green exercise: A spatial approach. Landscape and Urban Planning, 206, 103978. [Google Scholar] [CrossRef]
- Kamitsis, I., & Francis, A. J. P. (2013). Spirituality mediates the relationship between engagement with nature and psychological wellbeing. Journal of Environmental Psychology, 36, 136–143. [Google Scholar] [CrossRef]
- Kaneva, M., Malyutina, S., Moiseenko, V., & Kudryavtsev, A. (2024). Seasonal differences in participation and time spent in physical activity in Russia: The know your heart survey. The International Journal of Health Planning and Management, 39(5), 1530–1550. [Google Scholar] [CrossRef]
- Kaplan, R., & Kaplan, S. (1989). The experience of nature: A psychological perspective. Cambridge University Press. [Google Scholar]
- Kaplan, S. (1995). The restorative benefits of nature: Toward an integrative framework. Journal of Environmental Psychology, 15(3), 169–182. [Google Scholar] [CrossRef]
- Kettinen, J., Venojärvi, M., Murray, A., & Tikkanen, H. (2023). The seasonal variation of physical activity and quality of life during the first wave of the COVID-19 pandemic in Finnish older golfers: A cross-sectional study. Health Science Reports, 6(6), e1347. [Google Scholar] [CrossRef]
- Kimura, T., Kobayashi, H., Nakayama, E., & Kakihana, W. (2015). Seasonality in physical activity and walking of healthy older adults. Journal of Physiological Anthropology, 34(1), 1. [Google Scholar] [CrossRef]
- Kleespies, M. W., & Dierkes, P. W. (2023). Connection to nature of university students in the environmental field—An empirical study in 41 countries. Biological Conservation, 283, 110093. [Google Scholar] [CrossRef]
- Klumbiene, J., Veryga, A., Sakyte, E., Petkeviciene, J., Grabauskas, V. J., & Kriaucioniene, V. (2015). Health behavior among Lithuanian adult population, 2014. Lithuanian University of Health Sciences. [Google Scholar]
- Korpela, K. M., Ylén, M., Tyrväinen, L., & Silvennoinen, H. (2008). Determinants of restorative experiences in everyday favorite places. Health & Place, 14(4), 636–652. [Google Scholar] [CrossRef]
- Lahart, I., Darcy, P., Gidlow, C., & Calogiuri, G. (2019). The effects of green exercise on physical and mental wellbeing: A systematic review. International Journal of Environmental Research and Public Health, 16(8), 1352. [Google Scholar] [CrossRef]
- Martin, L., White, M. P., Hunt, A., Richardson, M., Pahl, S., & Burt, J. (2020). Nature contact, nature connectedness and associations with health, wellbeing and pro-environmental behaviours. Journal of Environmental Psychology, 68, 101389. [Google Scholar] [CrossRef]
- Matukynienė, K., Baceviciene, M., & Jankauskiene, R. (2021). Associations between nature exposure, nature connectedness, perceived restorativeness and psychological well-being in Lithuanian inhabitants (Prieiga prie žaliųjų plotų, ryšys su gamta, atkuriamasis gamtos poveikis ir psichologinė gerovė tiriant Lietuvos gyventojų imtį). Visuomenes Sveikata (Public Health), 3(94), 23–32. [Google Scholar]
- Mayer, F. S., & Frantz, C. M. (2004). The connectedness to nature scale: A measure of individuals’ feeling in community with nature. Journal of Environmental Psychology, 24(4), 503–515. [Google Scholar] [CrossRef]
- Mitchell, R., & Popham, F. (2008). Effect of exposure to natural environment on health inequalities: An observational population study. The Lancet, 372(9650), 1655–1660. [Google Scholar] [CrossRef] [PubMed]
- Nakashima, D., Kimura, D., Watanabe, H., Goto, F., Kato, M., Fujii, K., Kasuya, E., Tomiyama, N., & Hasegawa, R. (2019). Influence of seasonal variations on physical activity in older people living in mountainous agricultural areas. Journal of Rural Medicine, 14(2), 165–175. [Google Scholar] [CrossRef]
- Nejade, R. M., Grace, D., & Bowman, L. R. (2022). What is the impact of nature on human health? A scoping review of the literature. Journal of Global Health, 12, 04099. [Google Scholar] [CrossRef]
- Niu, J., Xiong, J., Qin, H., Hu, J., Deng, J., Han, G., & Yan, J. (2022). Influence of thermal comfort of green spaces on physical activity: Empirical study in an urban park in Chongqing, China. Building and Environment, 219, 109168. [Google Scholar] [CrossRef]
- Ohly, H., White, M. P., Wheeler, B. W., Bethel, A., Ukoumunne, O. C., Nikolaou, V., & Garside, R. (2016). Attention restoration theory: A systematic review of the attention restoration potential of exposure to natural environments. Journal of Toxicology and Environmental Health, Part B, 19(7), 305–343. [Google Scholar] [CrossRef]
- Pasanen, T. P., Ojala, A., Tyrväinen, L., & Korpela, K. M. (2018). Restoration, well-being, and everyday physical activity in indoor, built outdoor and natural outdoor settings. Journal of Environmental Psychology, 59, 85–93. [Google Scholar] [CrossRef]
- Pedersen Gurholt, K. (2024). Governance of nature-based health promotion: Public policy and volunteer organisations’ innovations of outdoor activities among urban youth. Sport, Education and Society, 29(7), 862–875. [Google Scholar] [CrossRef]
- Prince, S. A., Adamo, K. B., Hamel, M. E., Hardt, J., Gorber, S. C., & Tremblay, M. (2008). A comparison of direct versus self-report measures for assessing physical activity in adults: A systematic review. International Journal of Behavioral Nutrition and Physical Activity, 5(1), 56. [Google Scholar] [CrossRef]
- Pyky, R., Neuvonen, M., Kangas, K., Ojala, A., Lanki, T., Borodulin, K., & Tyrväinen, L. (2019). Individual and environmental factors associated with green exercise in urban and suburban areas. Health & Place, 55, 20–28. [Google Scholar] [CrossRef]
- Rech, C. R., Godtsfriedt, C. E. S., Arins, G. C. B., de Zorzi, V. N., Pazin, J., Hino, A. A. F., & dos Lopes, A. A. S. (2023). How do the year’s seasons and specific weather indices affect physical activity and the patterns of use of public open spaces in the Brazilian context? International Journal of Behavioral Nutrition and Physical Activity, 20(1), 1. [Google Scholar] [CrossRef] [PubMed]
- Reilly, T., & Peiser, B. (2006). Seasonal variations in health-related human physical activity. Sports Medicine, 36(6), 473–485. [Google Scholar] [CrossRef]
- Richardson, M., Hamlin, I., Elliott, L. R., & White, M. P. (2022). Country-level factors in a failing relationship with nature: Nature connectedness as a key metric for a sustainable future. Ambio, 51(11), 2201–2213. [Google Scholar] [CrossRef] [PubMed]
- Richardson, M., Hussain, Z., & Griffiths, M. D. (2018). Problematic smartphone use, nature connectedness, and anxiety. Journal of Behavioral Addictions, 7(1), 109–116. [Google Scholar] [CrossRef]
- Roberts, H., Sadler, J., & Chapman, L. (2017). Using Twitter to investigate seasonal variation in physical activity in urban green space. Geo: Geography and Environment, 4(2), e00041. [Google Scholar] [CrossRef]
- Schüle, S. A., Hilz, L. K., Dreger, S., & Bolte, G. (2019). Social inequalities in environmental resources of green and blue spaces: A review of evidence in the WHO European region. International Journal of Environmental Research and Public Health, 16(7), 1216. [Google Scholar] [CrossRef]
- Schüttoff, U., & Pawlowski, T. (2018). Seasonal variation in sports participation. Journal of Sports Sciences, 36(4), 469–475. [Google Scholar] [CrossRef]
- Shanahan, D. F., Franco, L., Lin, B. B., Gaston, K. J., & Fuller, R. A. (2016). The benefits of natural environments for physical activity. Sports Medicine, 46(7), 989–995. [Google Scholar] [CrossRef]
- Shephard, R. J., & Aoyagi, Y. (2009). Seasonal variations in physical activity and implications for human health. European Journal of Applied Physiology, 107(3), 251–271. [Google Scholar] [CrossRef]
- Skevington, S. M., Lotfy, M., & O’Connell, K. A. (2004). The World Health Organization’s WHOQOL-BREF quality of life assessment: Psychometric properties and results of the international field trial. A Report from the WHOQOL Group. Quality of life Research, 13, 299–310. [Google Scholar] [CrossRef] [PubMed]
- Stevenson, M. P., Schilhab, T., & Bentsen, P. (2018). Attention restoration theory II: A systematic review to clarify attention processes affected by exposure to natural environments. Journal of Toxicology and Environmental Health, Part B, 21(4), 227–268. [Google Scholar] [CrossRef]
- Swami, V., Barron, D., Weis, L., & Furnham, A. (2016). Bodies in nature: Associations between exposure to nature, connectedness to nature, and body image in U.S. adults. Body Image, 18, 153–161. [Google Scholar] [CrossRef]
- Swami, V., Tran, U. S., Stieger, S., & Voracek, M. (2022). Developing a model linking self-reported nature exposure and positive body image: A study protocol for the body image in nature survey (BINS). Body Image, 40, 50–57. [Google Scholar] [CrossRef]
- Świątek, M. (2014). Seasonal variability of climatic conditions for tourism and recreation along the southern coast of the baltic sea. Bulletin of Geography. Physical Geography Series, 7, 7. [Google Scholar] [CrossRef]
- Tam, K.-P. (2013). Concepts and measures related to connection to nature: Similarities and differences. Journal of Environmental Psychology, 34, 64–78. [Google Scholar] [CrossRef]
- Tanaka, N., Okuda, T., Shinohara, H., Yamasaki, R. S., Hirano, N., Kang, J., Ogawa, M., & Nishi, N. N. (2022). Relationship between seasonal changes in food intake and energy metabolism, physical activity, and body composition in young japanese women. Nutrients, 14(3), 506. [Google Scholar] [CrossRef]
- Tin Tin, S., Woodward, A., Robinson, E., & Ameratunga, S. (2012). Temporal, seasonal and weather effects on cycle volume: An ecological study. Environmental Health, 11(1), 1. [Google Scholar] [CrossRef]
- Tucker, P., & Gilliland, J. (2007). The effect of season and weather on physical activity: A systematic review. Public Health, 121(12), 909–922. [Google Scholar] [CrossRef]
- Turrisi, T. B., Bittel, K. M., West, A. B., Hojjatinia, S., Hojjatinia, S., Mama, S. K., Lagoa, C. M., & Conroy, D. E. (2021). Seasons, weather, and device-measured movement behaviors: A scoping review from 2006 to 2020. The International Journal of Behavioral Nutrition and Physical Activity, 18(1), 24. [Google Scholar] [CrossRef]
- Twohig-Bennett, C., & Jones, A. (2018). The health benefits of the great outdoors: A systematic review and meta-analysis of greenspace exposure and health outcomes. Environmental Research, 166, 628–637. [Google Scholar] [CrossRef] [PubMed]
- Uitenbroek, D. G. (1993). Seasonal variation in leisure time physical activity. Medicine & Science in Sports & Exercise, 25(6), 755. [Google Scholar]
- Ulrich, R. S., Simons, R. F., Losito, B. D., Fiorito, E., Miles, M. A., & Zelson, M. (1991). Stress recovery during exposure to natural and urban environments. Journal of Environmental Psychology, 11(3), 201–230. [Google Scholar] [CrossRef]
- van den Berg, M. M., van Poppel, M., van Kamp, I., Ruijsbroek, A., Triguero-Mas, M., Gidlow, C., Nieuwenhuijsen, M. J., Gražulevičiene, R., van Mechelen, W., Kruize, H., & Maas, J. (2019). Do physical activity, social cohesion, and loneliness mediate the association between time spent visiting green space and mental health? Environment and Behavior, 51(2), 144–166. [Google Scholar] [CrossRef]
- Ward Thompson, C., & Aspinall, P. A. (2011). Natural environments and their impact on activity, health, and quality of life. Applied Psychology: Health and Well-Being, 3(3), 230–260. [Google Scholar] [CrossRef]
- Welch, W. A., Spring, B., Phillips, S. M., & Siddique, J. (2018). Moderating effects of weather-related factors on a physical activity intervention. American Journal of Preventive Medicine, 54(5), e83–e89. [Google Scholar] [CrossRef] [PubMed]
- Wicks, C., Barton, J., Orbell, S., & Andrews, L. (2022). Psychological benefits of outdoor physical activity in natural versus urban environments: A systematic review and meta-analysis of experimental studies. Applied Psychology: Health and Well-Being, 14(3), 1037–1061. [Google Scholar] [CrossRef]
- World Health Organization. (1997). Obesity: Preventing and managing the global epidemic: Report of a WHO consultation on obesity, Geneva, 3–5 June 1997 (no. WHO/NUT/NCD/98.1). Available online: https://apps.who.int/iris/handle/10665/63854 (accessed on 6 April 2025).
- Wu, Y., Zhu, L., Jiang, C., Liu, F., & Kang, J. (2024). Residential quality, physical activity, and restorative perceptions: A seasonal longitudinal study. Health & Place, 89, 103310. [Google Scholar] [CrossRef]
- Zhou, Y., & Geng, L. (2025). Getting outdoors for ordinary beauty: Exposure to nature promotes meaning in life through enhanced savoring. Journal of Outdoor Recreation and Tourism, 50, 100883. [Google Scholar] [CrossRef]
Characteristics | Men (n = 244) | Women (n = 680) | p | |||
---|---|---|---|---|---|---|
n | % | n | % | |||
Age, years (m ± SD) | 41.8 | 14.0 | 39.4 | 11.7 | 0.016 | |
Education | secondary | 49 | 21.6 | 56 | 8.5 | <0.001 |
in full-time studies | 28 | 12.3 | 43 | 6.6 | ||
undergraduate | 95 | 41.9 | 290 | 44.2 | ||
postgraduate | 55 | 24.2 | 75.3 | 40.7 | ||
Marital status | single | 54 | 22.8 | 116 | 18.5 | 0.269 |
in committed relationship | 46 | 19.4 | 113 | 18.1 | ||
married/in partnership | 137 | 57.8 | 397 | 63.4 | ||
Place of residence | urban | 158 | 64.8 | 488 | 71.8 | 0.041 |
rural | 86 | 35.2 | 192 | 28.2 | ||
Ethnic group | majority | 216 | 88.5 | 626 | 92.1 | 0.124 |
minority | 7 | 2.9 | 20 | 2.9 | ||
not sure | 21 | 8.6 | 34 | 5.0 | ||
Financial security | less secure | 42 | 17.2 | 116 | 17.1 | 0.205 |
average, like most | 149 | 61.1 | 450 | 66.2 | ||
more secure | 53 | 21.7 | 114 | 16.8 | ||
Body mass index | underweight (<18.5 kg/m2) | 5 | 2.1 | 30 | 4.5 | <0.001 |
normal weight (18.5–24.9 kg/m2) | 99 | 40.7 | 415 | 61.1 | ||
overweight (25.0–29.9 kg/m2) | 102 | 42.0 | 159 | 23.4 | ||
obesity (≥30.0 kg/m2) | 37 | 15.2 | 75 | 11.0 |
Groups | Irregular or no PA in Nature, n = 153 | Seasonal Variability, n = 201 | Regular PA in Nature, n = 570 | Total | χ2, df, p | ||||
---|---|---|---|---|---|---|---|---|---|
n | % | n | % | n | % | n | % | ||
Gender | |||||||||
Men | 35 | 14.3 | 48 | 19.7 | 161 | 66.0 | 244 | 100.0 | 2.63, 2, 0.268 |
Women | 48 | 17.4 | 153 | 22.5 | 409 | 60.1 | 680 | 100.0 | |
Education | |||||||||
Secondary | 18 | 17.1 | 24 | 22.9 | 63 | 60.0 | 105 | 100.0 | 1.51, 6, 0.959 |
In full-time studies | 11 | 15.5 | 19 | 26.8 | 41 | 57.7 | 71 | 100.0 | |
Undergraduate | 61 | 15.8 | 82 | 21.3 | 242 | 62.9 | 385 | 100.0 | |
Postgraduate | 55 | 17.1 | 68 | 21.1 | 199 | 61.8 | 322 | 100.0 | |
Marital status | |||||||||
Single | 33 | 23.1 | 21 | 14.7 | 89 | 62.2 | 143 | 100.0 | 5.70, 4, 0.223 |
In a committed relationship | 32 | 17.7 | 43 | 23.8 | 106 | 58.5 | 181 | 100.0 | |
Married/in partnership | 170 | 19.5 | 95 | 17.6 | 339 | 62.9 | 539 | 100.0 | |
Place of residence | |||||||||
Urban | 111 | 17.2 | 151 | 23.4 | 384 | 59.4 | 646 | 100.0 | 4.86, 2, 0.088 |
Rural | 42 | 15.1 | 50 | 18.0 | 186 | 66.9 | 278 | 100.0 | |
Financial security | |||||||||
Less secure | 39 | 24.7 | 43 | 27.2 | 76 | 48.1 | 158 | 100.0 | 22.33, 4, <0.001 |
Average, like most | 92 | 15.4 | 134 | 22.4 | 373 | 62.3 | 599 | 100.0 | |
More secure | 22 | 13.2 | 24 | 14.4 | 121 | 72.4 | 167 | 100.0 |
Variables | Irregular or no PA in Nature (n = 153) | Seasonal Variability (n = 201) | Regular PA in Nature (n = 570) | p |
---|---|---|---|---|
Age, years | 38.99 ± 12.18 | 38.11 ± 12.21 | 40.95 ± 12.44 b | 0.011 |
Body mass index, kg/m2 | 25.02 ± 5.15 | 24.39 ± 4.23 | 24.82 ± 4.61 | 0.398 |
Physical activity in nature | 1.27 ± 0.35 | 2.95 ± 0.69 a | 4.31 ± 0.77 ab | <0.001 |
Green space proximity | 3.27 ± 1.21 | 3.46 ± 1.25 | 3.74 ± 1.12 ab | <0.001 |
Nature exposure | 3.69 ± 0.87 | 3.93 ± 0.72 a | 4.26 ± 0.63 ab | <0.001 |
Nature connectedness | 3.60 ± 0.79 | 3.78 ± 0.63 | 3.88 ± 0.71 a | <0.001 |
Perceived restoration in nature | 5.22 ± 1.60 | 5.32 ± 1.31 | 5.47 ± 1.53 | 0.141 |
Quality of life | 64.59 ± 14.68 | 67.62 ± 13.23 | 70.82 ± 13.47 ab | <0.001 |
Characteristics | B | SE | β | t | p |
---|---|---|---|---|---|
Women (ref. men) | −0.36 | 0.96 | −0.37 | 0.710 | |
Age, years | −0.09 | 0.04 | −0.08 | −2.27 | 0.024 |
Body mass index, kg/m2 | −0.43 | 0.10 | −0.14 | −4.46 | <0.001 |
Rural residence (ref. urban) | −2.82 | 0.94 | −3.01 | 0.003 | |
Education: full-time studies (ref. secondary) | 0.94 | 1.97 | 0.48 | 0.635 | |
Education: undergraduate (ref. secondary) | 1.36 | 1.40 | 0.97 | 0.332 | |
Education: postgraduate (ref. secondary) | 1.02 | 1.47 | 0.70 | 0.487 | |
Marital status: in a committed relationship (ref. single) | 2.11 | 1.32 | 1.60 | 0.110 | |
Marital status: married/cohabiting partnership (ref. single) | 1.41 | 1.09 | 1.30 | 0.194 | |
Financial security: like most (ref. not secure) | 8.15 | 1.14 | 7.16 | <0.001 | |
Financial security: more secure (ref. not secure) | 13.68 | 1.44 | 9.53 | <0.001 | |
Nature proximity | 1.22 | 0.36 | 0.10 | 3.37 | <0.001 |
Nature exposure | 3.24 | 0.68 | 0.17 | 4.75 | <0.001 |
Nature connectedness | 1.46 | 0.74 | 0.08 | 1.98 | 0.048 |
Perceived restoration in nature | 1.61 | 0.34 | 0.17 | 4.75 | <0.001 |
Regular PA in nature: all seasons (ref. non or irregular) | 1.19 | 0.89 | 1.34 | 0.181 | |
Model summary: R = 0.55; R2 = 0.30 |
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Jankauskiene, R.; Baceviciene, M. An Analysis of the Factors Associated with the Seasonal Variability of Physical Activity in Natural Environments in a Sample of Lithuanian Adults. Behav. Sci. 2025, 15, 773. https://doi.org/10.3390/bs15060773
Jankauskiene R, Baceviciene M. An Analysis of the Factors Associated with the Seasonal Variability of Physical Activity in Natural Environments in a Sample of Lithuanian Adults. Behavioral Sciences. 2025; 15(6):773. https://doi.org/10.3390/bs15060773
Chicago/Turabian StyleJankauskiene, Rasa, and Migle Baceviciene. 2025. "An Analysis of the Factors Associated with the Seasonal Variability of Physical Activity in Natural Environments in a Sample of Lithuanian Adults" Behavioral Sciences 15, no. 6: 773. https://doi.org/10.3390/bs15060773
APA StyleJankauskiene, R., & Baceviciene, M. (2025). An Analysis of the Factors Associated with the Seasonal Variability of Physical Activity in Natural Environments in a Sample of Lithuanian Adults. Behavioral Sciences, 15(6), 773. https://doi.org/10.3390/bs15060773