| Literature DB >> 35682260 |
Don-Gak Lee1, Jin-Gun Kim2, Bum-Jin Park3, Won Sop Shin4.
Abstract
Even though the COVID-19 pandemic has discouraged travel and people's movements, the number of visitors to forests near cities which are easily accessible by private vehicle is increasing in Korea. This study aims to investigate the relationship between stress, perceived restorativeness, forest recreation motivation, and the mental well-being of forest users. A survey of forest users was conducted at three recreational forests near Seoul in the summer of 2020. A total of 1196 forest users (613 males and 583 females) participated in the study. As a result of the data analysis, it was found that stress had a negative correlation with perceived restorativeness, forest recreation motivation, and mental well-being; perceived restorativeness had a positive correlation with mental well-being, and forest recreation motivation had a positive correlation with mental well-being. For the relationship between stress and mental well-being, the fitness index that was mediated by the perceived restorativeness and the forest recreation motivation found that the model was statistically suitable. Through this study, a research model was derived that, if the stress of forest users is reduced, direct or indirect effects on perceived restorativeness, forest recreation motivation, and mental well-being are increased. Further, a multi-group analysis found that the effect of perceived restorativeness and forest recreation motivation on the mental well-being of the male group was higher than the effect on the female group. Using this research model to find ways to promote health in forests can be utilized for forest management or forest healing.Entities:
Keywords: COVID-19 pandemic; forest recreation motivation; mental well-being; multi-group analysis; perceived restorativeness; stress
Mesh:
Year: 2022 PMID: 35682260 PMCID: PMC9180770 DOI: 10.3390/ijerph19116675
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Research sites are located in the suburbs of Seoul. (A) Mt. Gwanak Urban Forest; (B) Mt. Bukhan National Park; (C) Mt. Yumyeong Recreation Forest (https://www.google.co.kr/maps/search/Mountain?hl=en) (accessed on 27 May 2022).
Figure 2Research model.
Descriptive characteristics of the study subjects.
| Variable | Male | Female | Total | |
|---|---|---|---|---|
| Mountain | Mt. Gwanak | 176 (28.7) | 209 (35.8) | 385 (32.2) |
| Mt. Bukhan | 281 (45.8) | 212 (36.4) | 493 (41.2) | |
| Mt. Yumyeong | 156 (25.4) | 162 (27.8) | 318 (26.6) | |
| Age | Less than 30 | 48 (7.8) | 38 (6.5) | 86 (7.2) |
| 30–39 | 53 (8.6) | 48 (8.2) | 101 (8.4) | |
| 40–49 | 93 (15.2) | 99 (17.0) | 192 (16.1) | |
| 50–59 | 165 (26.9) | 215 (36.9) | 380 (31.8) | |
| 60–69 | 202 (33.0) | 152 (26.1) | 354 (29.6) | |
| More than 70 | 52 (8.5) | 31 (5.3) | 83 (6.9) | |
| Forest visit frequency | Almost every day | 38 (6.2) | 38 (6.5) | 76 (6.4) |
| 1–2 times/week | 287 (46.8) | 237 (40.7) | 524 (43.8) | |
| 1–2 times/month | 178 (29.0) | 161 (27.6) | 339 (28.3) | |
| 1–2 times/6 months | 57 (9.3) | 77 (13.2) | 134 (11.2) | |
| 1–2 times/year | 38 (6.2) | 47 (8.1) | 85 (7.1) | |
| Rarely | 15 (2.4) | 23 (3.9) | 38 (3.2) | |
| People coming together into the forest | Alone | 173 (28.2) | 111 (19.0) | 284 (23.7) |
| Friends | 179 (29.2) | 184 (31.6) | 363 (30.4) | |
| Colleagues | 29 (4.7) | 21 (3.6) | 50 (4.2) | |
| Family | 218 (35.6) | 263 (45.1) | 481 (40.2) | |
| Other | 14 (2.3) | 4 (0.7) | 18 (1.5) | |
| Time staying in the forest | Less than 30 min | 20 (3.3) | 22 (3.8) | 42 (3.5) |
| 0.5–1 h | 91 (14.8) | 115 (19.7) | 206 (17.2) | |
| 1–3 h | 281 (45.8) | 274 (47.0) | 555 (46.4) | |
| 3–5 h | 82 (29.7) | 143 (24.5) | 325 (27.2) | |
| More than 5 h | 39 (6.4) | 29 (5.0) | 68 (5.7) | |
| Activities in the forest (duplicate response) | Climbing/walking | 523 (60.8) | 520 (59.9) | 1043 (60.4) |
| Visiting cultural properties | 106 (12.3) | 100 (11.5) | 206 (11.9) | |
| Cultural property viewing | 13 (1.5) | 12 (1.4) | 25 (1.4) | |
| Relaxation/meditation | 133 (15.5) | 155 (17.9) | 288 (16.7) | |
| Festival event | 6 (0.7) | 4 (0.5) | 10 (0.6) | |
| Photography | 33 (3.8) | 42 (4.8) | 75 (4.3) | |
| Collection of mineral water | 11 (1.3) | 6 (0.7) | 17 (1.0) | |
| Use of sports facilities | 20 (2.3) | 23 (2.6) | 43 (2.5) | |
| Environment commentary | 6 (0.7) | 1 (0.1) | 7 (0.4) | |
| Other | 9 (1.0) | 5 (0.6) | 14 (0.8) | |
| Advantages of visiting the forest (duplicate response) | Fresh air | 402 (32.9) | 401 (31.3) | 803 (32.1) |
| Nature sounds and tranquility | 227 (18.6) | 245 (19.1) | 472 (18.9) | |
| Beautiful scenery | 166 (13.6) | 200 (15.6) | 366 (14.6) | |
| Scent of nature | 180 (14.7) | 196 (15.3) | 376 (15.0) | |
| Refreshing from activity | 241 (19.7) | 231 (18.0) | 472 (18.9) | |
| Other | 6 (0.5) | 7 (0.5) | 13 (0.5) | |
Correlation analysis between key variables.
| Stress | Perceived Restorativeness | Forest Recreation Motivation | Mental Well-Being | ||
|---|---|---|---|---|---|
| Stress | 1 | ||||
| Perceived restorativeness | −0.40 *** | 1 | |||
| Forest recreation motivation | −0.22 *** | 0.30 *** | 1 | ||
| Mental well-being | −0.46 *** | 0.29 *** | 0.31 *** | 1 | |
| Male | 2.01 ± 0.37 | 5.26 ± 0.78 | 3.43 ± 0.56 | 3.68 ± 0.99 | |
| M ± SD | Female | 2.03 ± 0.38 | 5.36 ± 0.75 | 3.41 ± 0.59 | 3.77 ± 0.99 |
| Total | 2.02 ± 0.37 | 5.31 ± 0.77 | 3.42 ± 0.58 | 3.73 ± 0.72 | |
| Skewness | −0.29 | −0.23 | −0.11 | 0.20 | |
| Kurtosis | 0.50 | −0.08 | 0.32 | −0.40 | |
Note. M (Mean), SD (Standard deviation). *** p < 0.001.
Differences in stress levels according to demographic characteristics.
| Variable | Healthy Group | Potential Stress Group | High-Risk Group | χ2, | |
|---|---|---|---|---|---|
| Sex | Male | 50 (8.2) | 513 (83.7) | 50 (8.2) | 2.77 |
| Female | 45 (7.7) | 474 (81.3) | 64 (11.0) | 0.250 | |
| Age | Less than 30 | 12 (14.0) | 60 (69.8) | 14 (16.3) | 20.50 |
| 30–39 | 8 (7.9) | 86 (85.1) | 7 (6.9) | 0.025 * | |
| 40–49 | 15 (7.8) | 151 (78.6) | 26 (13.5) | ||
| 50–59 | 34 (8.9) | 318 (83.7) | 28 (7.4) | ||
| 60–69 | 22 (6.2) | 298 (84.2) | 34 (9.6) | ||
| More than 70 | 4 (4.8) | 74 (89.2) | 5 (6.0) | ||
| Forest visit frequency | Almost every day | 8 (10.5) | 63 (82.9) | 5 (6.6) | 9.09 |
| 1–2 times/week | 45 (8.6) | 437 (83.4) | 42 (8.0) | 0.524 | |
| 1–2 times/month | 20 (5.9) | 285 (84.1) | 34 (10.0) | ||
| 1–2 times/6 months | 11 (8.2) | 107 (79.9) | 16 (11.9) | ||
| 1–2 times/year | 8 (9.4) | 66 (77.6) | 11 (12.9) | ||
| Rarely | 3 (7.9) | 29 (76.3) | 6 (15.8) | ||
| Group | Alone | 20 (7.0) | 236 (83.1) | 28 (9.9) | 7.12 |
| Friends | 20 (5.5) | 308 (84.8) | 35 (9.6) | 0.523 | |
| Colleagues | 5 (10.0) | 39 (78.0) | 6 (12.0) | ||
| Family | 48 (10.0) | 390 (81.1) | 43 (8.9) | ||
| Other | 2 (11.1) | 14 (77.8) | 2 (11.1) | ||
| Time in the forest | Less than 30 min | 3 (7.1) | 32 (76.2) | 7 (16.7) | 16.82 |
| 0.5–1 h | 10 (4.9) | 171 (83.0) | 25 (12.1) | 0.032 * | |
| 1–3 h | 42 (7.6) | 461 (83.1) | 52 (9.4) | ||
| 3–5 h | 28 (8.6) | 272 (83.7) | 25 (7.7) | ||
| More than 5 h | 12 (17.6) | 51 (75.0) | 5 (7.4) | ||
Note: 0–8 points were defined as a healthy group; 9–26 points, a potential stress group; and 27–54 points were defined as a high-risk group, * p < 0.05.
Goodness-of-fit index of the measurement model.
| χ2 |
| IFI | TLI | CFI | RMSEA | |
|---|---|---|---|---|---|---|
| Acceptance criteria for fitness index | - | 0.90 Over | 0.90 Over | 0.90 Over | 0.08 Less than | |
| Goodness-of-fit coefficient | 603.89 *** | 84 | 0.943 | 0.929 | 0.943 | 0.072 |
Note. χ2 (Chi-Square test of model fit); df (degrees of freedom); IFI (incremental fit index); TLI (Tucker Lewis index); CFI (comparative fit index); RMSEA (root mean square error of approximation), *** p < 0.001.
Path coefficient of the measurement model.
| Variable | B | SE |
|
| |
|---|---|---|---|---|---|
| Stress | Stress 1 | 0.88 | 0.02 | 0.86 | 36.85 *** |
| Stress 2 | 0.90 | 0.03 | 0.85 | 36.24 *** | |
| Stress 3 | 1.00 | 0.87 | |||
| Perceived restorativeness | Being away | 2.01 | 0.16 | 0.68 | 12.27 *** |
| Fascination | 2.09 | 0.16 | 0.84 | 12.86 *** | |
| Coherence | 1.00 | 0.40 | |||
| Compatibility | 2.26 | 0.18 | 0.77 | 12.71 *** | |
| Forest recreation motivation | Nature-friendly motive | 1.71 | 0.08 | 0.86 | 20.20 *** |
| Socially friendly motive | 2.01 | 0.10 | 0.84 | 20.01 *** | |
| Motivation to pursue changes in daily life | 1.00 | 0.57 | |||
| Motivation for self-exploration | 1.42 | 0.08 | 0.62 | 16.79 *** | |
| Motivation for natural achievement | 2.08 | 0.12 | 0.68 | 17.76 *** | |
| Mental well-being | Emotional well-being | 0.93 | 0.03 | 0.80 | 33.69 *** |
| Social well-being | 0.97 | 0.03 | 0.86 | 37.10 *** | |
| Psychological well-being | 1.00 | 0.90 | |||
Note. B = estimates; SE (standard error); β = standardized estimates; t = B/se; C.R (critical ration); *** p < 0.001.
The fit index of the research model.
| χ2 |
| IFI | TLI | CFI | RMSEA | |
|---|---|---|---|---|---|---|
| Acceptance criteria for fitness index | - | 0.90 Over | 0.90 Over | 0.90 Over | 0.08 Less than | |
| Goodness-of-fit coefficient | 679.44 *** | 85 | 0.935 | 0.919 | 0.935 | 0.076 |
Note. χ2 (Chi-Square test of model fit); df (degrees of freedom); IFI (incremental fit index); TLI (Tucker Lewis index); CFI (comparative fit index); RMSEA (root mean square error of approximation); *** p < 0.001.
Figure 3Research model path coefficient (standardized regression coefficient). *** p < 0.001.
Estimates of the parameters of the research model.
| Path | B | SE |
|
|
|---|---|---|---|---|
| H1-1. Stress → perceived restorativeness | −0.90 | 0.07 | −0.46 | −13.04 *** |
| H1-2. Stress → forest recreation motivation | −0.46 | 0.06 | −0.26 | −7.96 *** |
| H1-3. Stress → mental well-being | −1.03 | 0.08 | −0.44 | −12.22 *** |
| H2. Perceived restorativeness → mental well-being | 0.17 | 0.04 | 0.16 | 4.80 *** |
| H3. Forest recreation motivation → mental well-being | 0.30 | 0.04 | 0.22 | 7.26 *** |
Note. B = estimates; SE (standard error); β = Standardized estimates; t = B/se, *** p < 0.001. Arrows (→) indicate the direction of influence.
Structural model effect decomposition table.
| Path | Direct Effect | Indirect Effect | Total Effect | CI |
|---|---|---|---|---|
| H4. Stress → Perceived Restorativeness → Mental well-being | −0.44 | −0.07 | −0.51 | −0.12~−0.04 |
| H5. Stress → Forest Recreation Motivation → Mental well-being | −0.44 | −0.06 | −0.50 | −0.11~−0.06 |
Note. CI (confidence interval). Arrows (→) indicate the direction of influence.
Model fit index by gender.
| Group | χ2 |
| IFI | TLI | CFI | RMSEA |
|---|---|---|---|---|---|---|
| Acceptance criteria for fitness index | - | 0.90 Over | 0.90 Over | 0.90 Over | 0.08 Less than | |
| Male | 318.88 *** | 84 | 0.953 | 0.941 | 0.952 | 0.068 |
| Female | 376.38 *** | 84 | 0.931 | 0.914 | 0.931 | 0.077 |
Note. χ2 (Chi-Square test of model fit); df (degrees of freedom); IFI (incremental fit index); TLI (Tucker Lewis index); CFI (comparative fit index); RMSEA (root mean square error of approximation); *** p < 0.001.
Goodness-of-fit index of free model and constrained model.
| Model | χ2 |
| IFI | TLI | CFI | RMSEA | Δ | Δχ2 |
|---|---|---|---|---|---|---|---|---|
| Acceptance criteria for fitness index | - | 0.90 Over | 0.90 Over | 0.90 Over | 0.08 Less than | |||
| Freestyle model | 695.27 *** | 168 | 0.943 | 0.928 | 0.943 | 0.051 | - | - |
| Constraint model | 704.94 *** | 179 | 0.943 | 0.933 | 0.943 | 0.050 | 11 | 9.67 |
Note. χ2 (Chi-Square test of model fit); df (degrees of freedom); IFI (incremental fit index); TLI (Tucker Lewis index); CFI (comparative fit index); RMSEA (root mean square error of approximation); *** p < 0.001.
Figure 4The difference in path coefficient according to male (a) and female (b). *** p < 0.001.
Comparison of path coefficients between groups.
| Path | β | Δχ2 |
| |
|---|---|---|---|---|
| Male | Female | |||
| Stress → Perceived restorativeness | −0.48 *** | −0.42 *** | 2.30 | 0.129 |
| Stress → Forest recreation motivation | −0.25 *** | −0.26 *** | 0.14 | 0.708 |
| Stress → Mental well-being | −0.37 *** | −0.51 *** | 3.18 | 0.075 |
| Perceived restorativeness → Mental well-being | 0.27 *** | 0.11 ** | 6.95 ** | 0.008 |
| Forest recreation motivation → Mental well-being | 0.30 *** | 0.15 *** | 6.72 * | 0.010 |
Note. Arrows (→) indicate the direction of influence. * p < 0.05, ** p < 0.01, *** p < 0.001.