Skip to main content

Advertisement

Log in

Measuring satisfaction: analyzing the relationships between sociocultural variables and functionality of urban recreational parks

  • Case Study
  • Published:
Environment, Development and Sustainability Aims and scope Submit manuscript

Abstract

Urban recreational parks have a wide range of ecosystem services including health, social, tourism and cooling effects. With significant contribution to improving life quality of urban residents, successful maintenance of urban recreational parks heavily relies on visitors’ profile information. In this case, this study attempts to analyze the relationships between different characteristics of Koohsangi Park in Mashhad City, Iran, with sociocultural variables of park visitors to explicitly measure their recreational satisfaction level. In this case, descriptive and inferential statistics (Mann–Whitney U test, Kruskal–Wallis one-way analysis of variance and Pearson correlation coefficient) approaches were applied to conduct analyses of this study. A collection of variables was considered among gender, age and monthly income of the visitors which were more important and informative for management practices. According to the results, Koohsangi Park has its own user portfolio based on sociocultural variables such that there is a general urban park user profile as age between 20 and 40, married, employee, B.Sc. graduate, mostly male and belonging to middle-high income groups. In addition, positive bivariate association between monthly incomes of the visitors and their willingness to pay entrance fee was identified; however, majority of the visitors had a tendency to pay less than 1 US dollar as entrance fee. This study suggests that users’ opinions on different characteristics of Koohsangi Park could be instructive for park management and city authorities who normally decide on the future development of urban parks and their success could substantially benefit from such information.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

Explore related subjects

Discover the latest articles and news from researchers in related subjects, suggested using machine learning.

References

  • Altman, D. G. (1991). Statistics in medical journals: Developments in the 1980s. Statistics in Medicine, 10(12), 1897–1913.

    Article  CAS  Google Scholar 

  • Annerstedt, M., Ostergren, P.-O., Bjork, J., Grahn, P., Skarback, E., & Wahrborg, P. (2012). Green qualities in the neighbourhood and mental health—Results from a longitudinal cohort study in Southern Sweden. BMC Public Health,. doi:10.1186/1471-2458-12-337.

    Google Scholar 

  • Asgarian, A., Amiri, B. J., & Sakieh, Y. (2015). Assessing the effect of green cover spatial patterns on urban land surface temperature using landscape metrics approach. Urban Ecosystems, 18(1), 209–222.

    Article  Google Scholar 

  • Bluhm, G., Berglind, N., Nordling, E., & Rosenlund, M. (2007). Road traffic noise and hypertension. Occupational and Environmental Medicine, 64(2), 122–126.

    Article  Google Scholar 

  • Cochran, W. G. (1937). Problems arising in the analysis of a series of similar experiments. Supplement to the Journal of the Royal Statistical Society, 4(1), 102–119.

    Article  Google Scholar 

  • Cochran, W. G. (1954). The combination of estimates from different experiments. Biometrics, 10(1), 101–129.

    Article  Google Scholar 

  • Cortina, J. M. (1993). What is coefficient alpha? An examination of theory and applications. Journal of Applied Psychology, 78(1), 98–104.

    Article  Google Scholar 

  • Corder, G. W., & Foreman, D. I. (2009). Nonparametric statistics for non-statistics. Hoboken: Wiley. ISBN 9780470454619.

  • Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334.

    Article  Google Scholar 

  • Davidson-Hunt, I., & Berkes, F. (2003). Learning as you journey: Anishinaabe perception of social–ecological environments and adaptive learning. Conservation Ecology, 8(1), 5. [online] URL: http://www.consecol.org/vol8/iss1/art5/.

  • DerSimonian, R., & Laird, N. (1986). Meta-analysis in clinical trials. Controlled Clinical Trials, 7(3), 177–188.

    Article  CAS  Google Scholar 

  • DeVellis, R. (2003). Scale development: Theory and applications. Thousand Okas: Sage.

    Google Scholar 

  • Dodge, Y. (2003). The Oxford dictionary of statistical terms. Oxford: Oxford University Press. ISBN 0-19-850994-4.

  • Fisher, R. A. (1915). The frequency distribution of the values of the correlation coefficient in samples from an indefinitely large population. Biometrika, 10(4), 507–521.

    Google Scholar 

  • Fisher, R. A. (1921). On the probable error of a coefficient of correlation deduced from a small sample. Metron, 1(4), 3–32.

    Google Scholar 

  • Gayen, A. K. (1951). The frequency distribution of the product moment correlation coefficient in random samples of any size draw from non-normal universes. Biometrika, 38(1–2), 219–247.

    Article  CAS  Google Scholar 

  • Gidlöf-Gunnarsson, A., & Öhrström, E. (2007). Noise and well-being in urban residential environments: The potential role of perceived availability to nearby green areas. Landscape and Urban Planning, 83(2–3), 115–126.

    Article  Google Scholar 

  • Green, S. B., Lissitz, R. W., & Mulaik, S. A. (1997). Limitations of coefficient alpha as an index of test unidimensionality. Education and Psychological Measurement, 37(4), 827–838.

    Article  Google Scholar 

  • Hartig, T. A., Evans, G. W., Jamner, L. D., Davis, D. S., & Gärling, T. (2003). Tracking restoration in natural and urban field settings. Journal of Environmental Psychology, 23(2), 109–123.

    Article  Google Scholar 

  • Hoehner, C. M., Brennan Ramirez, L. K., Elliott, M. B., Handy, S. L., & Brownson, R. C. (2005). Perceived and objective environmental measures and physical activity among urban adults. American Journal of Preventive Medicine, 28(2 Suppl 2), 105–116.

    Article  Google Scholar 

  • James, G. S. (1951). The comparison of several groups of observations when the ratios of the population variances are unknown. Biometrika, 38(3–4), 324–329.

    Article  Google Scholar 

  • Kaplan, R., & Kaplan, S. (1989). The experience of nature: A psychological perspective. New York: Cambridge University Press.

    Google Scholar 

  • Konijnendijk, C. C., Annerstedt, M., Nielsen, A. B., & Maruthaveeran, S. (2013). Benefits of urban parks: A systematic review. IFPRA report, Copenhagen & Alnarp.

  • Kruskal, W. (1952). Use of ranks in one-criterion variance of analysis. American Statistical Association, 47(260), 583–621.

    Article  Google Scholar 

  • Kulinkaya, E., & Dollinger, M. B. (2015). An accurate test for homogeneity of odds ratios based on Cochran’s Q-statistic. BMC Medical Research Methodology,. doi:10.1186/s12874-015-0034-x.

    Google Scholar 

  • Lepesteur, M., Wegner, A., Moore, S., & McComb, A. (2008). Importance of public information and perception for managing recreational activities in the peel-Harver estuary, Western Australia. Environmental Management, 87(3), 389–395.

    Google Scholar 

  • Mann, P. S. (2013). Introductory statistics (8th ed.). Wiley. ISBN: 978-1-118-31870-6.

  • Mann, H. B., & Whitney, D. R. (1947). On a test of whether one of two random variables is stochastically larger than the other. Annals of Mathematical Statistics, 18(1), 50–60.

    Article  Google Scholar 

  • Maas, J., Van Dillen, S. M. E., Verheij, R. A., & Groenewegen, P. P. (2009). Social contacts as a possible mechanism behind the relation between green space and health. Health & Place, 15(2), 586–595.

    Article  Google Scholar 

  • Municipality of Mashhad City. (2012). Statistical yearbook of Mashhad City. Published by Mashhad City Municipality.

  • Oguz, D. (2000). User surveys of Ankara’s parks. Landscape and Urban Planning, 52(2–3), 165–171.

    Article  Google Scholar 

  • Pearson, K. (1895). Notes on regression and inheritance in the case of two parents. Proceedings of the Royal Society of London, 58(347–352), 240–242.

    Article  Google Scholar 

  • Petrosillo, G., Zurlini, M., Corlian, E., Zaccarelli, N., & Dadamo, M. (2007). Tourist perception of recreational environment and management in a marine protected area. Landscape and Urban Planning, 79(1), 29–37.

    Article  Google Scholar 

  • Revelle, W. (1979). Hierarchical cluster analysis and the internal structure of tests. Multivariate Behavioral Research, 14(1), 57–74.

    Article  CAS  Google Scholar 

  • Sakieh, Y., Salmanmahiny, A., Mirkarimi, S. H., & Saeidi, S. (2016). Measuring the relationships between landscape aesthetics suitability and spatial patterns of urbanized lands: An informed modeling framework for developing urban growth scenarios. Geocarto International,. doi:10.1080/10106049.2016.1178817.

    Google Scholar 

  • Schmitt, N. (1996). Uses and abuses of coefficient alpha. Psychological Assessment, 8(4), 350–353.

    Article  Google Scholar 

  • Siegel, C. (1988). Nonparametric statistics for the behavioral sciences (2ed ed.). New York: McGraw-Hill. ISBN 0070573573.

    Google Scholar 

  • Soltani, S., & Shahnooshi, N. (2012). Ranking touristic attractions of Mashhad City based on domestic tourism. Tourism Studies, 1, 5–17 [text in Persian].

  • Stigler, S. M. (1989). Francis Galton’s account of the invention of correlation. Statistical Science, 4(2), 73–79.

    Article  Google Scholar 

  • Takano, T., Nakamura, K., & Watanabe, M. (2002). Urban residential environments and senior citizens’ longevity in megacity areas: The importance of walkable green spaces. Journal of Epidemiology and Community Health, 56(12), 913–918.

    Article  CAS  Google Scholar 

  • Tavakol, M., & Dennick, R. (2011). Making sense of Cronbach’s alpha. International journal of Medical Education, 2, 53–55.

    Article  Google Scholar 

  • Trochim, W. M. K. (2006). Descriptive statistics. Research methods knowledge base, retrieved 25 June 2016.

  • Ward Thompson, C., Roe, J., Aspinall, P., Mitchell, R., Clow, A., & Miller, D. (2012). More green space is linked to less stress in deprived communities: Evidence from salivary cortisol patterns. Landscape and Urban Planning, 105(3), 221–229.

    Article  Google Scholar 

  • Welch, B. L. (1951). On the comparison of several mean values: An alternative approach. Biometrika, 38(3–4), 330–336.

    Article  Google Scholar 

  • Wilcoxon, F. (1945). Individual comparisons by ranking methods. Biometrics Bulletin, 1(6), 80–83.

    Article  Google Scholar 

  • Yu, D. W., Hendrickson, T., & Castillo, A. (1997). Ecotourism and conservation in Amazonian Peru: Short-term and long-term challenges. Environmental Conservation, 24(2), 130–138.

    Article  Google Scholar 

  • Zinbarg, R., Yovel, I., Revelle, W., & McDonald, R. (2006). Estimating generalizability to a universe of indicators that all have an attribute in common: A comparison of estimators for alpha. Applied Psychological Measurement, 30(2), 121–144.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mohammad Hasani.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hasani, M., Sakieh, Y. & Khammar, S. Measuring satisfaction: analyzing the relationships between sociocultural variables and functionality of urban recreational parks. Environ Dev Sustain 19, 2577–2594 (2017). https://doi.org/10.1007/s10668-016-9856-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10668-016-9856-x

Keywords