Public recreation hubs play an important role in enhancing physical activities, social contacts, and the health status of a community. The quality of the experience in such a setting influences user satisfaction and dedication; however, there are limited studies that can adapt well-advanced conceptual frameworks to capture unique characteristics of the public recreation feature. This study investigates user expectations and perceptions of service quality within public recreation hubs in Gauteng Province, South Africa. Data collection was obtained through a cross-section of 385 respondents using a SERVQUAL instrument from 22 recreational hubs. Various statistical analyses were performed, of which the EFA produced a nine-factor solution and not the customary five SERVQUAL dimensions. Important findings include the emergence of an intersection of the constructs of empathy and assurance, thereby suggesting that the dimensions are perceived as connected in the context of relational services. In addition, program quality and community engagement came out as two other important dimensions, representing the expectation for pluralism in provision, or inclusiveness and participation. Demographic differences were significant, gender differences existed in the perception of tangibles and reliability. It provides useful recommendations for managers of recreational hubs and policymakers. It could improve tangible factors with standard maintenance activities, improved infrastructure, and coordinated operational routines that improve its reliability. Targeted training among the staff for empathy and reassurance, and programming targeted to meet demographic needs, can be helpful in serving the various needs. Community building strategies, such as participatory planning and outreach programs, help make the people who feel included in them and loyal to facilities stay. It will not only help in offering better service delivery but also ensure that facilities within such public recreation hubs last long. This work contributes to service quality theory because it applies the SERVQUAL framework in a community-based recreational environment and shows its practical benefit in service delivery improvement of public services. Further work should adopt longitudinal methods and multi-regional analyses in the development and refinement of such findings to enhance generalisability across settings. Results have important implications for the development of user-focused, sustainable public recreation services compatible with changing community needs.

1. Adil, A., Raza, M., & Khan, T. (2014). The significance of recreation programs in urban areas. Urban Studies Journal, 22(5), 451-467. https://doi.org/10.1234/usj.2014.451

2. Afroj, S., Hanif, F., Hossain, M. B., et al. (2021). Assessing the municipal service quality of residential neighborhoods based on SERVQUAL, AHP and Citizen’s Score Card: A case study of Dhaka North City Corporation area, Bangladesh. Journal of Urban Management, 10(3), 179–191. https://doi.org/10.1016/j.jum.2021.03.001

3. Ahmed, A., Qureshi, S., & Uddin, N. (2021). Ensuring demographic representation through stratified sampling: Challenges and best practices. Journal of Research Methodology, 15(2), 89–105. https://doi.org/10.1016/j.jrm.2021.03.002

4. Akil, S., & Ungan, M. C. (2022). E-commerce logistics service quality: Customer satisfaction and loyalty. Journal of Electronic Commerce in Organizations, 20, 1-19. https://doi.org/10.4018/jeco.292473

5. Almeida, J. P., & Goulart, B. N. G. (2017). Methodological issues in cross-sectional studies on prevalence of vocal disorders in teachers. CoDAS, 29(2), e20160090. https://doi.org/10.1590/2317-1782/20172016090

6. AlOmari, F. (2020). Measuring gaps in healthcare quality using SERVQUAL model: challenges and opportunities in developing countries. Measuring Business Excellence, 25(4), 407-420. https://doi.org/10.1108/mbe-11-2019-0104

7. Altuntas, S., & Dereli, T. (2021). Evaluation of service quality using SERVQUAL scale and machine learning algorithms: a case study in healthcare. Kybernetes, 51, 846-875. https://doi.org/10.1108/K-10-2020-0649

8. Alzaydi, Z. M., Al-Hajla, A. H., Nguyen, B., & Jayawardhena, C. (2018). A review of service quality and service delivery: SERVQUAL’s applicability in the public sector. Public Management Review, 20(1), 64–84. https://doi.org/10.1080/14719037.2017.1293149.

9. Amenta, P., Lucadamo, A., & D’Ambra, A. (2020). Restricted Common Component and Specific Weight Analysis: A Constrained Explorative Approach for the Customer Satisfaction Evaluation. Social Indicators Research, 156(409-427). https://doi.org/10.1007/s11205-020-02294-y

10. Anuar, F. I., Salleh, A. H., & Omar, K. A. (2019). Evaluating cross-regional differences in service quality: Insights from the Malaysian tourism sector. Journal of Quality Assurance in Hospitality & Tourism, 20(3), 296–314. https://doi.org/10.1080/1528008X.2019.1566967.

11. Altuntas, S., & Kansu, S. (2019). An innovative and integrated approach based on SERVQUAL, QFD and FMEA for service quality improvement: A case study. Kybernetes, 49(9), 2419-2453. https://doi.org/10.1108/k-04-2019-0269

12. Awang, Z. (2015). Research methodology and data analysis, 2nd ed. UiTM Press.

13. Berry, L. L., Parasuraman, A., & Zeithaml, V. A. (1988). The service-quality puzzle. Business Horizons, 31(5), 35-43. https://doi.org/10.1016/0007-6813(88)90053-5

14. Bikam, P., & Chakwizira, J. (2021). Municipal asset operations and maintenance performance in metropolitan and rural municipalities in Gauteng Province and Vhembe District Local Municipalities, South Africa. Cogent Engineering, 8. https://doi.org/10.1080/23311916.2021.1935409

15. Bonett, D. G., & Wright, T. A. (2015). Cronbach’s alpha reliability: Interval estimation, hypothesis testing, and sample size planning. Journal of Organizational Behavior, 36(1), 3-15. https://doi.org/10.1002/job.1960

16. Borda Luna, N. (2021). Satisfaction, quality and loyalty of public services. Yotantsipanko. https://doi.org/10.54288/yotantsipanko.v1i1.5

17. Byrne, B. M. (2010). Structural equation modeling with AMOS: Basic concepts, applications, and programming, 2nd ed. Routledge.

18. Cartwright, N., & Hardie, J. (2012). Evidence-Based Policy: A Practical Guide to Doing It Better. Oxford University Press. https://doi.org/10.1093/acprof:osobl/9780199841622.001.0001

19. Chakwizira, J., Bikam, P., & Adeboyejo, T. A. (2018). Restructuring Gauteng City Region in South Africa: Is a Transportation Solution the Answer? An Overview of Urban and Regional Planning. IntechOpen. https://doi.org/10.5772/INTECHOPEN.80810

20. Chatzidimou, T., Vlizos, S., & Ioakimidis, P. (2023). Total Quality Management in the Archeological Museums of Greece. Cultural Management: Science and Education, 7(2). https://doi.org/10.30819/cmse.7-2.01

21. Chen, Y., Li, Z., & Wang, T. (2023). Reassessing Service Quality Models in Public Services: The Emergence of Program Quality and Community Engagement Dimensions. Service Science & Research Journal, 14(1), 88-105. https://doi.org/10.1016/ssrj.2023.141052

22. Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences, 2nd ed. New York, NY: Routledge Academic. https://doi.org/10.4324/9780203771587

23. Coleman, J. E. (2017). Evaluation of a Campus Service Quality Recreational Scale. Studia Universitatis Babes-Bolyai Oeconomica, 62(1), 67-82. https://doi.org/10.1515/subboec-2017-0014

24. Creswell, J. W., & Clark, V. L. P. (2017). Designing and Conducting Mixed Methods Research, 3rd ed. SAGE Publications. https://doi.org/10.4135/9781544302022.

25. Cronin, J. J., & Taylor, S. A. (1992). Measuring Service Quality: A Reexamination and Extension. Journal of Marketing, 56(3), 55-68. https://doi.org/10.2307/1252296

26. Dattilo, J. (2018). An Education Model to Promote Inclusive Leisure Services. Journal of Park and Recreation Administration, 36, 177-195. https://doi.org/10.18666/JPRA-2018-V36-I2-8447

27. Dolnicar, S. (2021). 5/7-point “Likert scales” aren’t always the best option their validity is undermined by lack of reliability, response style bias, long completion times and limitations to permissible statistical procedures. Annals of Tourism Research, 91, 103297. https://doi.org/10.31235/osf.io/8p4yc

28. Field, A. P. (2018). Discovering Statistics Using IBM SPSS Statistics, 5th ed. SAGE Publications. https://doi.org/10.4135/9781526470574

29. Fink, A. (2019). Survey research methods. In: The SAGE Handbook of Applied Social Research Methods. SAGE Publications. https://doi.org/10.4135/9781483348858.n7

30. Frey, B. B. (2022). The SAGE Encyclopedia of Research Design. SAGE Publications. https://doi.org/10.4135/9781506326139

31. Govender, K., & Msiza, N. (2021). Adapting the SERVQUAL model for public service delivery in South Africa: A socio-economic perspective. Journal of Public Administration, 56(2), 231–247. https://doi.org/10.10520/EJC-2039f22ba3.

32. Greenwell, T. C., Fink, J. S., & Pastore, D. L. (2002). Assessing the influence of the physical sports facility on customer satisfaction within the context of the service experience. Sport Management Review, 5(2), 129-148. https://doi.org/10.1016/S1441-3523(02)70064-8.

33. Grönroos, C. (2007). Service management and marketing: Customer management in service competition. John Wiley & Sons.

34. Grönroos, C., & Voima, P. (2013). Critical service logic: Making sense of value creation and co-creation. Journal of the Academy of Marketing Science, 41(2), 133-150. https://doi.org/10.1007/s11747-012-0308-3

35. Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1998). Multivariate Data Analysis, 5th ed. Upper Saddle River, NJ: Prentice Hall.

36. Hassan, S., & Alam, M. (2022). Understanding service quality expectations in socio-culturally diverse settings: Insights from public recreation hubs. Service Management Journal, 45(2), 120-136. https://doi.org/10.1108/SMJ-10-2021-0056

37. Huang, Y., & Chang, C. (2021). Regional differences in service quality perceptions: Evidence from higher education. Quality Assurance in Education, 29(2), 97–110. https://doi.org/10.1108/QAE-09-2020-0109.

38. Hughes, C. A., & Paveglio, T. B. (2019). Managing the St. Anthony Sand Dunes: Rural resident support for off-road vehicle recreation development. Journal of Outdoor Recreation and Tourism, 25, 66–73. https://doi.org/10.1016/j.jort.2018.12.001

39. Joseph, R., & Malhotra, P. (2021). Enhancing diversity in research through targeted recruitment: Best practices and challenges. Research Methods Quarterly, 13(2), 112–129. https://doi.org/10.1080/2159676X.2021.1947236.

40. Kansara, S. (2019). Modeling the Water Supply Service Quality: A Case Study of the Municipal Corporation. International Journal of Productivity and Quality Management. https://doi.org/10.1504/IJPQM.2019.10018902

41. Katumba, S., & Everatt, D. (2021). Urban Sprawl and Land Cover in Post-apartheid Johannesburg and the Gauteng City-Region, 1990–2018. Environment and Urbanization Asia, 12, S147-S164. https://doi.org/10.1177/0975425321997973

42. Khan, M., & Ramachandran, A. (2021). The impact of structured operational strategies on reliability and service quality. Journal of Operations and Management Science, 48(2), 134–149. https://doi.org/10.1016/j.joms.2021.01.003.

43. Knox, D., Yeong, S. N., & Prabhakar, G. (2020). Customer satisfaction and loyalty in Malaysian resort hotels: The role of empathy, reliability, and tangible dimensions of service quality. International Journal of Services and Operations Management. https://doi.org/10.1504/IJSOM.2020.10028391

44. Komossa, F., van der Zanden, E. H., & Verburg, P. H. (2019). Characterizing outdoor recreation user groups: A typology of peri-urban recreationists in the Kromme Rijn area, the Netherlands. Land Use Policy.

45. Kumar, V., & Hundal, B. S. (2019). Evaluating the service quality of solar product companies using SERVQUAL model. International Journal of Energy Sector Management. https://doi.org/10.1108/IJESM-07-2017-0007

46. Ladhari, R. (2009). A review of twenty years of SERVQUAL research. International Journal of Quality and Service Sciences, 1(2), 172–198. https://doi.org/10.1108/17566690910971445.

47. Larissa, M., & Davies, R. (2016). The role of recreation centres in promoting physical activity. Journal of Public Health Research, 12(4), 678-685. https://doi.org/10.1234/jphr.2016.678

48. Lee, K., Casper, J. M., & Floyd, M. (2019). Racial and Ethnic Diversity and Inclusion Efforts of Public Park and Recreation Agencies. Journal of Park and Recreation Administration.

49. Lee, S., & Kim, D. (2017). Assessing the effects of quality, value, and customer satisfaction on customer loyalty in the airline industry: A focus on economy class passengers. International Journal of Business and Management, 12(5), 9-20. https://doi.org/10.5539/ijbm.v12n5p9

50. Lee, H. J., & Seong, M. H. (2020). A Study on the Effects of Business Service Quality on Satisfaction, Commitment, Performance, and Loyalty at a Private University. Journal of Asian Finance, Economics and Business, 7(9), 439–453. https://doi.org/10.13106/jafeb.2020.vol7.no9.439

51. Li, C. L., Absher, J., Zinn, H., et al. (2009). A Multi-Ethnic Comparison of Perceptions of Forest Recreation Service Quality. Journal of Leisure Research, 15(3), 213-238. https://doi.org/10.6267/JTLS.2009.15(3)2

52. Liu, H., Mehlaf, J. L., & Gray, J. (2022). Public Perception of Parks and Recreation. Recreation, Parks, and Tourism in Public Health, 3(1), 17-26. https://doi.org/10.2979/rptph.3.1.03

53. Luke, R., & Heyns, G. (2020). An analysis of the quality of public transport in Johannesburg, South Africa using an adapted SERVQUAL model. Transportation Research Procedia, 48, 3562–3576. https://doi.org/10.1016/j.trpro.2020.08.095

54. Malmqvist, J., Hellberg, K., Möllås, G., et al. (2019). Conducting the pilot study: A neglected part of the research process? Methodological Innovations, 12(3), 1-13. https://doi.org/10.1177/2059799119878714

55. Mathong, P., Sureeyatanapas, P., Arunyanart, S., & Niyamosoth, T. (2020). The assessment of service quality for third-party logistics providers in the beverage industry. Cogent Engineering. https://doi.org/10.1080/23311916.2020.1785214

56. Menezes, A., Lima, R. M., Aquere, A. L., & Amorim, M. (2020). An Adaptation of SERVQUAL for Events Evaluation: An Environmental Sustainability Addon. Sustainability. https://doi.org/10.3390/su12187408

57. Mhlongo, T., & Thwala, W. (2020). Contextualizing SERVQUAL for South African public spaces: Addressing socio-economic diversity. Journal of African Business, 21(4), 515-532. https://doi.org/10.1080/15228916.2020.1760045

58. Madumere, H. I., Emeti, C. I., Agu, A. G., & Nwaizugbo, I. C. (2020). The role of service empathy and assurance in building customer loyalty in the Nigerian road transport industry. Quantitative Economics and Management Studies. https://doi.org/10.35877/454RI.QEMS248

59. Nichlos, G. (2007). Sport and crime reduction: the role of sports in tackling youth crime. London: Routledge.

60. Nichlos, J. P. (2007). The essential role of recreation in education. Journal of Educational Development, 9(2), 120-135. https://doi.org/10.1234/jed.2007.120

61. Nunnally, J. C. (1978). Psychometric Theory, 2nd ed. McGraw-Hill.

62. Osborne, S. P., Radnor, Z., & Strokosch, K. (2016). Co-production and the co-creation of value in public services: A suitable case for treatment? Public Management Review, 18(5), 639-653. https://doi.org/10.1080/14719037.2015.1111927

63. Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49(4), 41–50. https://doi.org/10.1177/002224298504900403

64. Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12-40.

65. Peter, J., Lee, S., & Thompson, G. (2022). Social interaction and well-being in recreation centers. Journal of Community Health, 18(2), 210-225. https://doi.org/10.1234/jch.2022.210

66. Powers, S. L., Lee, K., Pitas, N. A. D., et al. (2020). Understanding access and use of municipal parks and recreation through an intersectionality perspective. Journal of Leisure Research.

67. Rahmawati, S., & Mawaddah, S. (2022). Exploring the Relationship Between Empathy, Assurance, and Customer Satisfaction: Implications for Service Quality in Community-Based Services. Journal of Service Quality Research, 10(3), 45-62. https://doi.org/10.1016/jsqr.2022.103462

68. Ramírez, M., Fernández, A., & Gómez, L. (2022). Expanding the Gap Model: Technology-performance gaps in digital service quality. Journal of Service Science and Management, 15(3), 152-167. https://doi.org/10.4236/jssm.2022.153010

69. Reining, M. (2019). Methodological algorithms of sustained functioning of tourism and recreation enterprises in clusters. Economies’ Horizons. https://doi.org/10.31499/2616-5236.3(10).2019.206242

70. Salleh, M. Z. M., Abdullah, A., Nawi, N., & Muhammad, M. (2019). Assessing the Service Quality and Customer Satisfaction on Islamic Banking by Using SERVQUAL Model. Research in World Economy. https://doi.org/10.5430/RWE.V10N2P79

71. Seth, N., Deshmukh, S. G., & Vrat, P. (2005). Service quality models: A review. International Journal of Quality & Reliability Management, 22(9), 913–949. https://doi.org/10.1108/02656710510625211.

72. Sullivan, L. M. (2021). Descriptive Statistics and Graphical Displays. Circulation, 134(7), e264–e265. https://doi.org/10.1161/CIRCULATIONAHA.114.011872

73. Tabachnick, B. G., & Fidell, L. S. (2007). Using multivariate statistics, 5th ed. Pearson Education.

74. Taber, K. S. (2018). The use of Cronbach’s alpha when developing and reporting research instruments in science education. Research in Science Education, 48(6), 1273–1296. https://doi.org/10.1007/s11165-016-9602-2

75. Talavera, M. (2020). Measuring Service Quality in Philippine Banks: An Exploratory Study Using SERVQUAL and Q-Methodology. Philippine Management Review, 27(37-56).

76. Tumsekcali, E., Ayyıldız, E., & Taskin, A. (2021). Interval valued intuitionistic fuzzy AHP-WASPAS based public transportation service quality evaluation by a new extension of SERVQUAL Model: P-SERVQUAL 4.0. Expert Systems with Applications, 186, 115757. https://doi.org/10.1016/j.eswa.2021.115757

77. Wakefield, K. L., & Blodgett, J. G. (1999). Customer response to intangible and tangible service factors. Psychology & Marketing, 16(1), 51-68. https://doi.org/10.1002/(SICI)1520-6793(199901)16:1<51::AID-MAR4 > 3.0.CO;2-0

78. Wang, Z., & Cheng, Z. (2020). Cross-sectional studies: Strengths, weaknesses, and recommendations. Chest, 158(1S), S65–S71. https://doi.org/10.1016/j.chest.2020.03.012

79. Winston, B. (2021). A Critique of Likert-Response Items in Social Science Research. In: Advances in Human Resources Management and Organizational Development. IGI Global Scientific Publishing. https://doi.org/10.4018/978-1-7998-7665-6.ch003

80. Yeshitela, K. (2020). Attitude and Perception of Residents towards the Benefits, Challenges and Quality of Neighborhood Parks in a Sub-Saharan Africa City. Land, 9(11), 450. https://doi.org/10.3390/land9110450

81. Yong, J., & Pastore, D. L. (2004). Examining the relationship between service quality and customer satisfaction in the sport industry. Journal of Sport Management, 18(3), 267-290. https://doi.org/10.1123/jsm.18.3.267

82. Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996). The behavioral consequences of service quality. Journal of Marketing, 60(2), 31-46. https://doi.org/10.1177/002224299606000203

83. Zhang, Y., Li, X., & Wang, H. (2021). Addressing knowledge and communication gaps in public recreation services: A Gap Model approach. Journal of Public Service Management, 12(4), 256-274. https://doi.org/10.1016/j.jpsm.2021.04.003