The Mechanism of Young People’s Perceptions of Urban Parks on Their Recommendation Intentions
Abstract
1. Introduction
2. Theoretical Framework and Research Hypotheses
2.1. Theoretical Foundation
2.1.1. Research Subject Selection
2.1.2. The Logic of Symbolic Interactionism
2.2. Research Questions and Hypotheses
2.2.1. Perception and Place Attachment to Urban Parks
2.2.2. Perception and Recommendation Intentions of Urban Parks
2.2.3. Place Attachment and Recommendation Intentions to Urban Parks
2.2.4. Place Dependence and Place Identity on Urban Parks
2.2.5. The Mediating Role of Place Attachment to Urban Parks
3. Materials and Methods
3.1. Questionnaire Design
3.2. Data Collection
3.3. Data Analysis
4. Results
4.1. Demographic Background of the Respondents
4.2. Reliability and Validity Testing
4.3. Goodness-of-Fit Testing of the Measurement Model
4.4. Correlation Analysis
4.5. Hypothesis Testing of the Model
4.5.1. Direct Effect Test of Model
4.5.2. Mediating Effect Test Based on Bootstrap
4.6. Additional Analyses
4.6.1. Robustness Tests
4.6.2. Model Comparison Tests
4.6.3. fsQCA Analysis
5. Discussion
5.1. Key Findings and Comparisons with Previous Studies
5.2. Policy Implications
5.3. Contributions
5.4. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A
| Probability of Going to the Park | Types of Parks Frequently Visited | Followers to the Park | |
|---|---|---|---|
| Gender | 0.12 | 0.98 | 0.23 |
| Age | 0.82 | 0.39 | 0.05 |
| Ethnic groups | 0.92 | 0.43 | 0.29 |
| Education level | 0.15 | 0.10 | 0.58 |
| Major | 0.04 * | 0.46 | 0.26 |
| Average monthly consumption expenditure | 0.33 | 0.61 | 0.25 |
Appendix B
| Hypothesis | Path | No-Control Model | With Control Model | Change |
|---|---|---|---|---|
| H1a | NP → PD | 0.289 *** | 0.299 *** | 0.010 |
| H1b | AP → PD | 0.175 ** | 0.169 ** | −0.006 |
| H1c | FP → PD | 0.179 ** | 0.180 *** | 0.001 |
| H2a | NP → PI | 0.163 ** | 0.161 ** | −0.002 |
| H2b | AP → PI | 0.173 *** | 0.175 *** | 0.002 |
| H2c | FP → PI | 0.228 *** | 0.228 *** | 0.000 |
| H3 | PD → PI | 0.244 *** | 0.245 *** | 0.001 |
| H4 | PI → RI | 0.151 ** | 0.152 ** | 0.001 |
| H5a | NP → RI | 0.02 | 0.031 | 0.011 |
| H5b | AP → RI | 0.209 *** | 0.199 *** | −0.010 |
| H5c | FP → RI | 0.162 ** | 0.163 *** | 0.001 |
| H6 | PD → RI | 0.174 ** | 0.167 ** | −0.007 |
| Hypothesis | Path | No-Control Model | With Control Model |
|---|---|---|---|
| Percentile 95%CI | |||
| H7a | NP → PD → PI → RI | [0.004, 0.021] | [0.004, 0.022] |
| H7b | AP → PD → PI → RI | [0.002, 0.015] | [0.002, 0.014] |
| H7c | FP → PD → PI → RI | [0.002, 0.016] | [0.002, 0.016] |
Appendix C
| Model | Δχ2 | AIC | BIC | R2 |
|---|---|---|---|---|
| Partial mediation model (M0) | — | 3272.105 | 3344.44 | 0.289 |
| Full mediation model (M3) | 38.383 *** | 3304.488 | 3364.767 | 0.22 |
Appendix D
| Condition | Configuration 1 | Configuration 2 | Configuration 3 | Configuration 4 | Configuration 5 | Configuration 6 | Configuration 7 |
|---|---|---|---|---|---|---|---|
| NP | ⊗ | ● | ⊗ | ⊗ | |||
| AP | ● | ● | ⊗ | ● | |||
| FP | ● | ● | ● | ⊗ | ● | ● | |
| PD | ● | ⊗ | ● | ● | |||
| PI | ⊗ | ⊗ | ● | ● | ● | ||
| Raw coverage | 0.367 | 0.374 | 0.34 | 0.247 | 0.331 | 0.351 | 0.346 |
| Unique coverage | 0.021 | 0.016 | 0.013 | 0.012 | 0.052 | 0.004 | 0.000 |
| Consistency | 0.884 | 0.872 | 0.899 | 0.883 | 0.873 | 0.884 | 0.893 |
| Overall consistency | 0.817 | ||||||
| Overall coverage | 0.616 | ||||||
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| Construct | Item (Please Comment on the Park You Often Visit) | |
|---|---|---|
| Urban park perception | UPP1: Natural perception | UPP1-1: Number of trees |
| UPP1-2: Lawn coverage | ||
| UPP1-3: Plant species | ||
| UPP1-4: Landscape richness | ||
| UPP1-5: Environmental tranquility | ||
| UPP1-6: Air quality | ||
| UPP2: Activity perception | UPP2-1: Bazaar activities | |
| UPP2-2: Competitive activities | ||
| UPP2-3: Sports activities | ||
| UPP2-4: Immersive activities | ||
| UPP2-5: Music performance activities | ||
| UPP3: Facility perception | UPP3-1: Rest service facilities | |
| UPP3-2: Barrier-Free Facilities | ||
| UPP3-3: Sports facilities | ||
| UPP3-4: Social facilities | ||
| UPP3-5: Interactive facilities | ||
| UPP3-6: Safety facilities | ||
| UPP3-7: Digital and intelligent facilities | ||
| UPP3-8: Supporting facilities for commercial services | ||
| Place attachment | PA1: Place dependence | PA1-1: I need to rely on the park to do what I want to do. |
| PA1-2: I get more satisfaction in the park than in other public spaces. | ||
| PA1-3: My activities in the park cannot be replaced by other public spaces. | ||
| PA1-4: The park is the best place to do what I want to do. | ||
| PA1-5: It is difficult for me to get the same quality experience in other public spaces. | ||
| PA2: Place identity | PA2-1: I like to go to the park. | |
| PA2-2: I have good memories in the park. | ||
| PA2-3: After leaving the park, I will have nostalgia. | ||
| PA2-4: The park means a lot to me. | ||
| PA2-5: The park has become a part of my life. | ||
| Recommendation intention | RI1: I will give a positive evaluation of the park to others. | |
| RI2: I will share my good memories of the park with others. | ||
| RI3: I will encourage others to visit the park. | ||
| Measures | Measure Types | Number | Proportion (%) |
|---|---|---|---|
| Gender | Male | 211 | 51.3 |
| Female | 200 | 48.7 | |
| Age | 19 | 82 | 20.0 |
| 20 | 90 | 21.9 | |
| 21 | 67 | 16.3 | |
| 22 | 84 | 20.4 | |
| 23 | 88 | 21.4 | |
| Ethnic groups | Han ethnicity | 373 | 90.8 |
| Ethnic minority | 38 | 9.2 | |
| Education level | Junior college | 107 | 26.0 |
| Undergraduate | 304 | 74.0 | |
| Major | Natural science | 206 | 50.1 |
| Humanities and social sciences | 205 | 49.9 | |
| Average monthly consumption expenditure | 1000 yuan and below | 38 | 9.2 |
| 1001–2000 yuan | 211 | 51.3 | |
| 2001–3000 yuan | 78 | 19.0 | |
| 3001–5000 yuan | 69 | 16.8 | |
| Over 5000 yuan | 15 | 3.6 | |
| Probability of going to the park | Occasionally go | 207 | 50.4 |
| Often go | 158 | 38.4 | |
| Frequently | 46 | 11.2 | |
| Types of parks frequently visited * | Comprehensive park | 195 | 47.8 |
| Community park | 187 | 45.9 | |
| Specialized park | 125 | 30.2 | |
| Pocket park | 117 | 28.3 | |
| Followers to the park | None | 150 | 36.2 |
| Friend | 108 | 26.1 | |
| Family | 83 | 20.1 | |
| Lover | 61 | 14.7 | |
| Clubs/Organizations | 12 | 2.9 |
| Dimension | Items | Unstd. | S.E. | z-Value | Std. | Cronbach’s α | AVE | CR |
|---|---|---|---|---|---|---|---|---|
| Natural perception | NP1 | 1 | 0.991 | 0.932 | 0.705 | 0.934 | ||
| NP2 | 0.782 | 0.031 | 25.465 | 0.794 | ||||
| NP3 | 0.821 | 0.032 | 25.483 | 0.795 | ||||
| NP4 | 0.816 | 0.028 | 29.078 | 0.834 | ||||
| NP5 | 0.812 | 0.033 | 24.946 | 0.788 | ||||
| NP6 | 0.802 | 0.029 | 27.438 | 0.817 | ||||
| Activity perception | AP1 | 1 | 1 | 0.933 | 0.744 | 0.935 | ||
| AP2 | 0.810 | 0.031 | 26.233 | 0.798 | ||||
| AP3 | 0.788 | 0.032 | 24.948 | 0.782 | ||||
| AP4 | 0.851 | 0.027 | 31.639 | 0.85 | ||||
| AP5 | 0.869 | 0.026 | 33.763 | 0.866 | ||||
| Facility perception | FP1 | 1 | 0.976 | 0.941 | 0.673 | 0.942 | ||
| FP2 | 0.853 | 0.035 | 24.703 | 0.792 | ||||
| FP3 | 0.814 | 0.035 | 23.524 | 0.776 | ||||
| FP4 | 0.822 | 0.032 | 25.447 | 0.802 | ||||
| FP5 | 0.826 | 0.032 | 26.039 | 0.809 | ||||
| FP6 | 0.872 | 0.031 | 27.97 | 0.831 | ||||
| FP7 | 0.856 | 0.034 | 24.864 | 0.794 | ||||
| FP8 | 0.782 | 0.035 | 22.475 | 0.76 | ||||
| Place dependence | PD1 | 1 | 0.994 | 0.915 | 0.695 | 0.919 | ||
| PD2 | 0.816 | 0.031 | 25.952 | 0.804 | ||||
| PD3 | 0.837 | 0.031 | 26.843 | 0.814 | ||||
| PD4 | 0.791 | 0.034 | 23.084 | 0.765 | ||||
| PD5 | 0.795 | 0.034 | 23.495 | 0.771 | ||||
| Place identity | PI1 | 1 | 0.963 | 0.917 | 0.696 | 0.919 | ||
| PI2 | 0.899 | 0.036 | 24.937 | 0.814 | ||||
| PI3 | 0.761 | 0.038 | 20.288 | 0.738 | ||||
| PI4 | 0.849 | 0.035 | 24.365 | 0.805 | ||||
| PI5 | 0.901 | 0.034 | 26.701 | 0.837 | ||||
| Recommendation intention | RI1 | 1 | 0.998 | 0.904 | 0.773 | 0.910 | ||
| RI2 | 0.836 | 0.032 | 25.818 | 0.832 | ||||
| RI3 | 0.800 | 0.034 | 23.382 | 0.795 |
| NP | AP | FP | PD | PI | RI | |
|---|---|---|---|---|---|---|
| NP | 0.839 | |||||
| AP | 0.436 | 0.863 | ||||
| FP | 0.441 | 0.434 | 0.820 | |||
| PD | 0.443 | 0.371 | 0.377 | 0.879 | ||
| PI | 0.448 | 0.434 | 0.466 | 0.470 | 0.834 | |
| RI | 0.327 | 0.423 | 0.400 | 0.383 | 0.405 | 0.835 |
| Variables | Tolerance | VIF |
|---|---|---|
| Natural perception | 0.688 | 1.454 |
| Activity perception | 0.667 | 1.500 |
| Facility perception | 0.658 | 1.519 |
| Place dependence | 0.651 | 1.536 |
| Place identity | 0.732 | 1.367 |
| Fit Indices | Model Indicator Values | Standard | Conclusion | Source |
|---|---|---|---|---|
| CMIN/df | 1.319 | <5 Acceptable; <3 Good fit | Good fit | Hayduk [92] |
| GFI | 0.914 | >0.8 Acceptable; >0.9 Good fit | Good fit | Bagozzi and Yi [93] |
| CFI | 0.988 | >0.8 Acceptable; >0.9 Good fit | Good fit | Bagozzi and Yi [93] |
| NFI | 0.951 | >0.9 Acceptable; >0.95 Good fit | Good fit | Hu and Bentler [95] |
| TLI (NNFI) | 0.986 | >0.8 Acceptable; >0.9 Good fit | Good fit | Hair et al. [96] |
| RMSEA | 0.028 | <0.08 | Good fit | Hair et al. [96] |
| SRMR | 0.029 | <0.08 | Good fit | Hu and Bentler [94] |
| Model Summary | Acceptable Model Fit | |||
| Hypothesis | Path | Effect | Percentile 95%CI | Test Results | |
|---|---|---|---|---|---|
| Lower | Upper | ||||
| H7a | NP → PD → PI → RI | 0.010 | 0.004 | 0.021 | Supported |
| H7b | AP → PD → PI → RI | 0.006 | 0.002 | 0.015 | Supported |
| H7c | FP → PD → PI → RI | 0.006 | 0.002 | 0.016 | Supported |
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© 2026 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.
Share and Cite
Zhang, Y.; Xia, Z.; Yuan, C. The Mechanism of Young People’s Perceptions of Urban Parks on Their Recommendation Intentions. Land 2026, 15, 1520. https://doi.org/10.3390/land15081520
Zhang Y, Xia Z, Yuan C. The Mechanism of Young People’s Perceptions of Urban Parks on Their Recommendation Intentions. Land. 2026; 15(8):1520. https://doi.org/10.3390/land15081520
Chicago/Turabian StyleZhang, Yuchen, Zheyi Xia, and Chengcheng Yuan. 2026. "The Mechanism of Young People’s Perceptions of Urban Parks on Their Recommendation Intentions" Land 15, no. 8: 1520. https://doi.org/10.3390/land15081520
APA StyleZhang, Y., Xia, Z., & Yuan, C. (2026). The Mechanism of Young People’s Perceptions of Urban Parks on Their Recommendation Intentions. Land, 15(8), 1520. https://doi.org/10.3390/land15081520

