Reflections of user satisfaction in public spaces: A structural equation modeling approach at Hasanpaşa Gazhane, Istanbul
Abstract
This study investigates the factors that influence user satisfaction with public spaces by using structural equation modeling (SEM). The case study focuses on Hasanpaşa Gazhane (Gashouse), a versatile public space located in a central area of Istanbul, attracting a diverse range of individuals from various demographic, social, and economic backgrounds. Using a random sampling technique, 203 face-to-face surveys were conducted to assess users’ perceptions of accessibility, use and activity, safety, comfort, and image indicators, as well as user satisfaction. Preliminary data analysis employed exploratory factor analysis and reliability analysis methods. Subsequently, the relationship between the identified factors and user satisfaction was analyzed using structural equation modeling in Amos 24 software. The findings indicate that user satisfaction in public places is mostly influenced by the use and activities and image indicators. Accessibility, safety, and comfort factors have a relatively lesser impact on user satisfaction. The results focus on adapting public space design and management techniques to the needs and expectations of the community. This study makes a valuable contribution to the diversification of methodologies used in the study of site-specific attributes within public spaces, with a particular emphasis on optimizing their responsiveness to the needs and expectations of users.
References
Bagozzi, R. P., Yi, Y. (2012). Specification, evaluation, and interpretation of structural equation models, Journal of the Academy of Marketing Science, Vol. 40, pp. 8–34. https://doi.org/10.1007/s11747-011-0278-x
Carmona, M. (2014). The place-shaping continuum: A theory of urban design process, Journal of Urban Design, Vol. 19, No. 1, pp. 2–36. https://doi.org/10.1080/13574809.2013.854695
Carmona, M., De Magalhães, C., Hammond, L. (2008). Public space: The management dimension (1st ed.) Oxon: Routledge. https://doi.org/10.4324/9780203927229
Carr, S., Francis, M., Rivlin, L. G., Stone, A. M. (1992). Public space. Cambridge: Cambridge University Press.
Chen, H., Qiu, L., Gao, T. (2019). Application of the eight perceived sensory dimensions as a tool for urban green space assessment and planning in China, Urban Green, Vol. 40, pp. 224–235. https://doi.org/10.1016/j.ufug.2018.10.001
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Mahwah, New Jersey: Lawrence Erlbaum Associates. https://www.utstat.toronto.edu/brunner/oldclass/378f16/readings/CohenPower.pdf [Accessed: 14 Oct 2024].
De Magalhães, C. (2010). Public space and the contracting-out of publicness: A framework for analysis, Journal of Urban Design, Vol. 15, No. 4, pp. 559-574. https://doi.org/10.1080/13574809.2010.502347
De Magalhães, C., Carmona M. (2009). Dimensions and models of contemporary public space management in England, Journal of Environmental Planning and Management, Vol. 52, No. 11, pp. 111-129. https://doi.org/10.1080/09640560802504704
Dea, R. A., Kusuma, H. E. (2021). The correlational relationship between physical characteristics, activities, and sense of place of a public space, Journal of Architecture & ENVIRONMENT, Vol. 20, No. 2, pp. 113-132. http://dx.doi.org/10.12962/j2355262x.v20i2.a9297
Dedeoglu, B. B., Bilgihan, A., Ye, B. H., Buonincontri, P., Okumus, F. (2018). The impact of services cape on hedonic value and behavioral intentions: The importance of previous experience, International Journal of Hospitality Management, Vol. 72, pp. 10-20. https://doi.org/10.1016/j.ijhm.2017.12.007
Ercan, M. A. (2016). Endüstri-sonrası kentlerin değişen ve dönüşen kamusal mekanları (in Turkish), Planlama Dergisi, Vol. 26, No. 3., pp. 193-203.
Ewing, R., Clemente, O. (2013). Measuring urban design: Metrics for livable places. Washington, DC: Island Press. https://doi.org/10.5822/978-1-61091-209-9
Fezzai, S., Mahar, W. A., Ahriz, A., Matallah, M. E., Mesloub, A. (2023). Editorial: Assessment of users’ satisfaction in public spaces, Frontiers in Built Environment, Vol. 9. https://doi.org/10.3389/fbuil.2023.1213944
Francis, J., Giles-Corti, B., Wood, L., Knuiman, M. (2012). Creating sense of community: The role of public space. Journal of Environmental Psychology, Vol. 32, No. 4, pp. 401-409. https://doi.org/10.1016/j.jenvp.2012.07.002
Franck, K. A., and Paxson, L. (1989). Women and urban public space: Research, design, and policy issues. In I. Altman, E. H. Zube (Eds.), Human Behavior and Environment, Vol. 10. New York: Plenum Press, pp. 121-146. https://doi.org/10.1007/978-1-4684-5601-1_6
Gehl, J. (1987). Life Between Buildings: Using Public Space. New York: Van Nostrand Reinhold.
Hair, J. F., Anderson, R. E., Tatham, R. L., Black, W. C. (1998). Multivariate Data Analysis. Englewood: Prentice Hall International.
Hair, J. F., Hult, G. T. M., Ringle, C., Sarstedt, M. (2013). A primer on partial least squares structural equation modeling (PLS-SEM). Los Angeles: Sage Publications.
Hajer, M., Reijndorp, A. (2001). In search of new public domain. Rotterdam: NAI Publishers.
Hardt, M., Negri, A. (2009). Commonwealth. Cambridge, MA: Harvard University Press.
Harvey, D. (1989). From managerialism to entrepreneurialism: The transformational of urban governance in late capitalism, Geografiska Annaler: Series B, Human Geography, Vol. 71, No. 1, pp. 3–17. https://doi.org/10.1080/04353684.1989.11879583
Ho, D. C., Lai, L. W., Wang, A. (2021). The effects of ‘publicness’ and quality of publicly accessible open space upon user satisfaction, Environment and Planning B: Urban Analytics and City Science, Vol. 48, No. 4, pp. 861–879. https://doi.org/10.1177/2399808320903733
Hribrenik, J., Mussap, A. J. (2010). Research note: Leisure satisfaction and subjective well-being, Annals of Leisure Research, Vol. 13, No. 4, pp. 701–708. https://doi.org/10.1080/11745398.2010.9686871
Hu, L. T., Bentler, P. M. (1999). Cutoff Criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives, Structural Equation Modeling, Vol. 6, No. 1, pp. 1-55. https://doi.org/10.1080/10705519909540118
Hurley, A. E., Scandura, T. A., Schriesheim, C. A., Brannick, M. T., Seers, A., Vandenberg, R. J., Williams, L. J. (1997). Exploratory and confirmatory factor analysis: Guidelines, issues, and alternatives, Journal of Organizational Behavior, Vol. 18, No. 6, pp. 667-683. https://doi.org/10.1002/(SICI)1099-1379(199711)18:6<667::AID-JOB874>3.0.CO;2-T
Jabbar, M., Yusoff, M. M., Shafie, A. (2022). Assessing the role of urban green spaces for human well-being: A systematic review, GeoJournal, Vol. 87, No. 5, pp. 4405-4423. https://doi.org/10.1007/s10708-021-10474-7
Jacobs, J. (1961). The death and life of great American cities. New York: Random House.
Jalili, J. (2020). Urban Borderlines: Negotiating Spatial, Social, and Symbolic Boundaries in Urban Contexts. Social Problems, Vol. 69, No. 2; pp. 398–417. https://doi.org/10.1093/socpro/spaa038
Kayden, J. (2005). Using and misusing law to design the public realm. In E. Ben-Joseph, T. Szold (Eds.), Regulating Place: Standards and The Shaping of Urban America. New York: Routledge, pp. 115–140.
Kohn, M. (2004). Brave new neighborhoods: The privatization of public space. New York: Routledge.
Kuvaas, B., Buch, R., Dysvik, A. (2020). Individual variable pay for performance, controlling effects, and intrinsic motivation, Motivation and Emotion, Vol. 44, pp. 525-533. https://doi.org/10.1007/s11031-020-09828-4
Li, J., Fu, J., Gao, J., Zhou, R., Wang, K., Zhou, K. (2023). Effects of the spatial patterns of urban parks on public satisfaction: Evidence from Shanghai, China, Landscape Ecology, Vol. 38, pp. 1265–1277. https://doi.org/10.1007/s10980-023-01615-z
Liu, R., Xiao, J. (2021). Factors affecting users’ satisfaction with urban parks through online comments data: Evidence from Shenzhen, China, International Journal of Environmental Research and Public Health, Vo. 18, No. 1. https://doi.org/10.3390/ijerph18010253
Lopes, M., Cruz, S. S., Pinho, P. (2020). Publicness of contemporary urban spaces: Comparative study between Porto and Newcastle, Journal of Urban Planning and Development, Vol. 146, No. 4. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000608
Lotfata, A., Ataöv, A. (2020). Urban streets and urban social sustainability: a case study on Bagdat street in Kadikoy, Istanbul, European Planning Studies, Vol. 28, No. 9, pp. 1735–1755. https://doi.org/10.1080/09654313.2019.1656169
Loures, L. (2015). Post-industrial landscapes as drivers for urban redevelopment: Public versus expert perspectives towards the benefits and barriers of the reuse of post-industrial sites in urban areas, Habitat International, Vol. 45, No. 2, pp. 72-81. https://doi.org/10.1016/j.habitatint.2014.06.028
Lynch, K. (1992). The openness of open space. In T. Banerjee, M. Southworth (Eds.), City Sense and City Design. Cambridge, Massachusetts, London: The MIT Press, pp. 396-412.
MacCallum, R. C., Browne, M. W., Sugawara, H., M. (1996). Power analysis and determination of sample size for covariance structure modeling. Psychological Methods, Vol. 1, No. 2, pp. 130-149. https://doi.org/10.1037/1082-989X.1.2.130
Madanipour, A. (2019). Rethinking public space: Between rhetoric and reality, Urban Design International, Vol. 24, pp. 38–46. https://doi.org/10.1057/s41289-019-00087-5
Madanipour, A. (2010). Public space and everyday life in urban neighbourhoods. In M. Ali (Ed.), Whose public space? International Case Studies in Urban Design and Development. London: Taylor & Francis e-Library, pp. 107-110. http://ndl.ethernet.edu.et/bitstream/123456789/33696/1/15.pdf
Mandeli, K. (2019). Public space and the challenge of urban transformation in cities of emerging economies: Jeddah case study, Cities, Vol. 95. https://doi.org/10.1016/j.cities.2019.102409
Mehta, V. (2014). Evaluating public space, Journal of Urban Design, Vol. 19, No. 1, pp. 53–88. https://doi.org/10.1080/13574809.2013.854698
Musil, C., Jones, S., Warner, C. (1998). Structural equation modeling and its relationship to multiple regression and factor analysis, Research in nursing & health, Vol. 21, No. 3, pp. 271-281. https://doi.org/10.1002/(SICI)1098-240X(199806)21:3<271::AID-NUR10>3.0.CO;2-G
Nasar, J. L. (1990). The evaluative image of the city, Journal of the American Planning Association, Vol. 56, No. 1, pp. 41-53.
Nasution, A. D., Zahrah, W. (2014). Community perception on public open space and quality of life in Medan, Indonesia, Procedia- Social and Behavioral Sciences, Vol. 153, pp. 585-594. https://doi.org/10.1016/j.sbspro.2014.10.091
Neal, P. Z. (2010). Locating public space. In A. M. Orum, P. Z. Neal (Eds.), Common ground? Readings and Reflections on Public Space. New York: Routledge, pp. 77-83. https://static1.squarespace.com/static/5a7985fbf6576e3fcf2f590e/t/5a8ab3a771c10b584517de32/1519039428018/Common-Ground-Readings-and-Reflections-on-Public-Space-.pdf [Accessed: 14 Oct 2024].
Németh, J., Schmidt, S. (2011). The privatization of public space: Modeling and measuring publicness, Environment and Planning B: Planning and Design, Vol. 38, No. 1, pp. 5-2. https://doi.org/10.1068/b36057
Németh, J., Schmidt, S. (2007). Toward a methodology for measuring the security of publicly accessible spaces, Journal of the American Planning Association, Vol. 73, No. 3, pp. 283-297. https://doi.org/10.1080/01944360708977978
Newman, O. (1972). Defensible space: Crime prevention through urban design. New York: Macmillan.
Noda, Y. (2020). Performance information and learning effects on citizen satisfaction with public services, Public Management Review, Vol. 23, No. 12, pp. 1833–1855. https://doi.org/10.1080/14719037.2020.1775281
Praliya, S., Garg, P. (2019). Public space quality evaluation: Prerequisite for public space management, The Journal of Public Space, Vol. 4, No. 1, pp. 93-126. https://doi.org/10.32891/jps.v4i1.667
Project for Public Spaces (2000). How to turn a place around: A handbook for creating successful public spaces. New York: Project for Public Spaces.
Sakhaeifar, A., Ghoddusifar, S. (2016). Impact of location-behavior on sense of belonging to place, Mathematical Models and Methods in Applied Sciences, Vol. 10, No. 5, pp. 57-66. http://dx.doi.org/10.5539/mas.v10n5p57
Santagata, W. (2002). Cultural districts, property rights and sustainable economic growth, International Journal of Urban and Regional Research, Vol. 26, No. 1, pp. 9-23. https://doi.org/10.1111/1468-2427.00360
Soper, D. (2024). Free Statistics Calculator. A-priori Sample Size Calculator for Structural Equation Models [online]. www.danielsoper.com/statcalc [Accessed: 03 Jul 2024].
Stedman, R. C. (2002). Toward a social psychology of place: Predicting behavior from place-based cognitions, attitude, and identity, Environment and Behavior, Vol. 34, No. 5, pp. 561- 581. https://doi.org/10.1177/0013916502034005001
Taber, K. S. (2018). The use of cronbach’s alpha when developing and reporting research instruments in science education, Research in Science Education, Vol. 48, No. 1, pp. 1273 1296. https://doi.org/10.1007/s11165-016-9602-2
Trip, J. J. (2007). What makes a city? planning for quality of place: The case of high-speed train station area development. Delft: Delft University Press. https://repository.tudelft.nl/file/File_64764430-eeb6-4ae4-ab6a-1bb3954dfb1b?preview=1 [Accessed: 14 October 2024]
Ullman, J. (2006). Structural equation modeling: Reviewing the basics and moving forward, Journal of Personality Assessment, Vol. 87, No. 1, pp. 35 - 50. https://doi.org/10.1207/s15327752jpa8701_03
Uluğ, A. B. (2022). Hasanpaşa Gazhanesi’ni Anlatmayan Müze: Müze Gazhane (in Turkish) [online]. https://medium.com/@aycabayrakulug/hasanpaşa-gazhanesini-anlatmayan-müze-müze-gazhane-a28bffd0657f [Accessed: 01 Apr 2024].
Varna, G., Tiesdell, S. (2010). Assessing the publicness of public space: The star model of publicness, Journal of Urban Design, Vol. 15, No. 4, pp. 575–598. https://doi.org/10.1080/13574809.2010.502350
Whyte, W. H. (1980). The social life of small urban spaces. New York: Project for Public Spaces. https://streetlifestudies.wordpress.com/wp-content/uploads/2017/06/1980_whyte_small_spaces_book.pdf [Accessed: 14 Oct 2024].
Yan, Y., Shahraki, A. A. (2023). Exploring the Mutual Relationships between Public Space and Social Satisfaction with Case Studies, Sustainability, Vol. 15, No. 9. https://doi.org/10.3390/su15097710
Zamanifard, H., Alizadeh, T., Bosman, C., Coiacetto, E. (2019). Measuring experiential qualities of urban public spaces: Users’ perspective, Journal of Urban Design, Vol. 24, No. 1, pp. 340-364. https://doi.org/10.1080/13574809.2018.1484664
Zhang, Y., Van den Berg, A. E., Van Dijk, T., Weitkamp, G. (2017). Quality over quantity: Contribution of urban green space to neighborhood satisfaction, International Journal of Environmental Research and Public Health, Vol. 14, No. 5. https://doi.org/10.3390/ijerph14050535