Changing Trends in Utilization Preference of Urban Green Space and Heterogeneous Effects on Ecological Well-Being Pre- and Post-Pandemic in Beijing
Abstract
:1. Introduction
2. Material and Methods
2.1. Study Area
2.2. Questionnaire Development and Data Collection
2.3. Sample Representation
2.4. Statistical Analysis
2.4.1. Variable Declaration
2.4.2. Model Settings
2.4.3. Descriptive Statistic and Correlation Analysis
3. Results
3.1. Utilization Behavior Preference of City Dwellers
3.1.1. Changing Trends in Time Spent
3.1.2. Changing Trends in Utilization Behavior
3.2. Influence Factor of Ecological Well-Being
3.2.1. The Relationship Between Various Factors and Ecological Well-Being
3.2.2. Baseline Regression
3.3. Heterogeneous Effects of Urban Green Space Category on Ecological Well-Being
3.3.1. Heterogeneous Analysis
3.3.2. Robust Test
4. Discussion
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Main Urban Area | Number of Respondents (2019) | Proportion (2019) | Number of Respondents (2021) | Proportion (2021) | Number of Respondents (2023) | Proportion (2023) |
---|---|---|---|---|---|---|
Dongcheng | 520 | 6.4% | 422 | 5.2% | 252 | 3.1% |
Xicheng | 504 | 6.4% | 666 | 8.2% | 504 | 6.2% |
Chaoyang | 504 | 6.2% | 1016 | 12.5% | 284 | 3.5% |
Fengtai | 560 | 6.9% | 333 | 4.1% | 186 | 2.3% |
Shijingshan | 495 | 6.1% | 178 | 2.2% | 178 | 2.1% |
Haidian | 439 | 5.4% | 585 | 7.2% | 504 | 6.2% |
Frequency | 2019 | 2021 | 2023 | Frequency | 2019 | 2021 | 2023 |
---|---|---|---|---|---|---|---|
Gender | Age | ||||||
Male | 1308 | 1369 | 810 | 17 years old and below | 118 | 139 | 32 |
Female | 1395 | 1582 | 1118 | 18–29 years old | 795 | 644 | 557 |
Education level | 101 | 30–39 years old | 747 | 792 | 478 | ||
Primary school and below | 368 | 40 | 4 | 40–49 years old | 387 | 540 | 261 |
Middle school | 649 | 203 | 6 | 50–59 years old | 298 | 291 | 162 |
High school | 1065 | 481 | 69 | 60 years old and above | 374 | 445 | 187 |
Bachelor degree | 524 | 1234 | 880 | ||||
Master degree and above | 101 | 453 | 468 |
Variables | Mean | Min | Max | SD |
---|---|---|---|---|
Ecological well-being (ew_p) | 3.932 | 1 | 5 | 0.933 |
Utilization behaviors (beh_p) | 2.653 | 1 | 7 | 1.396 |
Gender (gen) | 1.525 | 1 | 5 | 0.501 |
Age (age) | 3.345 | 1 | 9 | 1.449 |
Education level (edu) | 3.792 | 1 | 8 | 1.371 |
Monthly disposable income (inc) | 2.920 | 1 | 10 | 2.013 |
Number of family members (hou) | 3.118 | 1 | 9 | 1.179 |
Self-reported health (hea) | 3.816 | 1 | 6 | 0.803 |
Distance from park green spaces (dis_p) | 2.573 | 1 | 5 | 1.242 |
2019 | ||||||||
---|---|---|---|---|---|---|---|---|
Age Group | <=> | Age Group | Recreational Activities | Physical Exercise | Parent–Child Activities | Leisure and Aesthetic | Public Outreach | Social Activities |
Young group | Middle-aged group | 0.007 ** | - | - | - | - | - | |
Young group | Elderly group | 0.000 *** | 0.002 ** | - | 0.000 *** | 0.042 * | 0.000 *** | |
Middle-aged group | Elderly group | 0.001 ** | - | - | 0.000 *** | - | 0.000 *** | |
2021 | ||||||||
Elderly group | Middle-aged group | - | - | - | - | - | - | |
Elderly group | Young group | 0.027 * | - | - | 0.037 * | - | - | |
Middle-aged group | Young group | - | 0.025 * | - | - | - | - | |
2023 | ||||||||
Elderly group | Middle-aged group | - | 0.001 ** | - | - | - | - | |
Elderly group | Young group | 0.000 *** | 0.001 ** | 0.000 *** | 0.000 *** | - | 0.015 * | |
Middle-aged group | Young group | 0.000 *** | - | 0.064 | 0.001 ** | - | - |
ew_p | beh_p | gen | age | edu | inc | hou | hea | dis_p | |
---|---|---|---|---|---|---|---|---|---|
ew_p | 1.000 | ||||||||
beh_p | 0.123 *** | 1.000 | |||||||
gen | 0.015 | −0.041 *** | 1.000 | ||||||
age | 0.040 *** | 0.235 *** | −0.063 *** | 1.000 | |||||
edu | −0.031 *** | −0.061 *** | −0.037 *** | −0.151 *** | 1.000 | ||||
inc | 0.021 * | −0.002 | −0.082 *** | 0.012 | 0.248 *** | 1.000 | |||
hou | 0.022 * | 0.034 *** | 0.000 | −0.036 *** | 0.068 *** | 0.113 *** | 1.000 | ||
hea | 0.100 *** | 0.031 *** | −0.050 *** | −0.116 *** | 0.037 *** | 0.048 *** | 0.085 *** | 1.000 | |
dis_p | −0.005 | −0.003 | −0.010 | −0.053 *** | 0.014 | 0.008 | 0.019 * | 0.005 | 1.000 |
Variables | OLS (1) | OLS (2) |
---|---|---|
Ecological well-being | Ecological well-being | |
Utilization behavior | 0.094 *** | 0.077 *** |
Gender | 0.050 *** | |
Age | 0.0141 * | |
Education level | −0.021 *** | |
Monthly disposable income | 0.0122 ** | |
Number of family members | 0.007 | |
Self-reported health | 0.116 *** | |
Distance for urban green space | −0.002 | |
N | 8130 | 8130 |
Adj.R2 | 0.294 | 0.027 |
Park Green Space | Community Green Space | |
---|---|---|
Variables | OLS (3) | OLS (4) |
Ecological well-being | Ecological well-being | |
Utilization behavior | 0.077 *** | 0.040 *** |
Gender | 0.050 *** | 0.023 |
Age | 0.0141 * | −0.009 |
Education level | −0.021 *** | −0.021 ** |
Monthly disposable income | 0.0122 ** | −0.002 |
Number of family members | 0.007 | 0.001 |
Self-reported health | 0.116 *** | 0.063 *** |
Distance to urban green space | −0.002 | −0.001 |
Year | YES | YES |
Code | YES | YES |
N | 8130 | 8130 |
Adj.R2 | 0.027 | 0.280 |
Variables | OLS (3) |
---|---|
Ecological well-being | |
Utilization behavior | 0.088 *** |
Gender | 0.062 *** |
Age | 0.012 |
Education level | −0.047 *** |
Monthly disposable income | 0.018 *** |
Number of family members | 0.003 |
Self-reported health | 0.102 *** |
Distance to park green space | 0.029 *** |
Distance to community green space | −0.100 *** |
Year | YES |
Code | YES |
N | 8130 |
Adj.R2 | 0.027 |
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Gan, H.; Feng, J.; Lei, S.; Wu, S.; Wen, Y. Changing Trends in Utilization Preference of Urban Green Space and Heterogeneous Effects on Ecological Well-Being Pre- and Post-Pandemic in Beijing. Land 2025, 14, 983. https://doi.org/10.3390/land14050983
Gan H, Feng J, Lei S, Wu S, Wen Y. Changing Trends in Utilization Preference of Urban Green Space and Heterogeneous Effects on Ecological Well-Being Pre- and Post-Pandemic in Beijing. Land. 2025; 14(5):983. https://doi.org/10.3390/land14050983
Chicago/Turabian StyleGan, Huimin, Ji Feng, Shuo Lei, Shaohua Wu, and Yali Wen. 2025. "Changing Trends in Utilization Preference of Urban Green Space and Heterogeneous Effects on Ecological Well-Being Pre- and Post-Pandemic in Beijing" Land 14, no. 5: 983. https://doi.org/10.3390/land14050983
APA StyleGan, H., Feng, J., Lei, S., Wu, S., & Wen, Y. (2025). Changing Trends in Utilization Preference of Urban Green Space and Heterogeneous Effects on Ecological Well-Being Pre- and Post-Pandemic in Beijing. Land, 14(5), 983. https://doi.org/10.3390/land14050983