| Literature DB >> 31121806 |
Myriam Preuß1,2,3,4, Mark Nieuwenhuijsen5,6,7, Sandra Marquez8,9,10, Marta Cirach11,12,13, Payam Dadvand14,15,16, Margarita Triguero-Mas17,18,19, Christopher Gidlow20, Regina Grazuleviciene21, Hanneke Kruize22, Wilma Zijlema23,24,25.
Abstract
Exposure to natural outdoor environments (NOE) is associated with health benefits; however, evidence on the impact of NOE exposure during childhood on mental health (MH) and vitality in adulthood is scarce. This study was based on questionnaire data collected from 3585 participants, aged 18-75, in the PHENOTYPE project (2013) in four European cities. Mixed models were used to investigate associations between childhood NOE exposure and (i) MH; (ii) vitality (perceived level of energy and fatigue); and (iii) potential mediation by perceived amount, use, satisfaction, importance of NOE, and residential surrounding greenness, using pooled and city-level data. Adults with low levels of childhood NOE exposure had, when compared to adults with high levels of childhood NOE exposure, significantly worse mental health (coef. -4.13; 95% CI -5.52, -2.74). Childhood NOE exposure was not associated with vitality. Low levels of childhood NOE exposure were associated with lower importance of NOE (OR 0.81; 95% CI 0.66, 0.98) in adulthood. The association with perceived amount of NOE differed between cities. We found no evidence for mediation. Childhood NOE exposure might be associated with mental well-being in adulthood. Further studies are needed to confirm these findings and to identify mechanisms underlying long-term benefits of childhood NOE exposure.Entities:
Keywords: childhood nature exposure; green space; greenness; mental health; natural outdoor environments; nature perception; vitality
Mesh:
Year: 2019 PMID: 31121806 PMCID: PMC6572245 DOI: 10.3390/ijerph16101809
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Demographics of the study population: pooled and city-specific analyses.
| Demographics | All Cities Pooled | Barcelona (Spain) | Doetinchem (The Netherlands) | Kaunas (Lithuania) | Stoke-on-Trent (UK) |
|---|---|---|---|---|---|
| 3585 | 983 (27.4) | 850 (23.7) | 892 (24.9) | 860 (24.0) | |
| Mean (SD) age | 51.7 (15.8) | 45.2 (15.6) | 56.4 (12.1) | 60.0 (13.6) | 46.0 (16.0) |
| Male | 1616 (45.1) | 466 (47.4) | 372 (43.8) | 360 (40.4) | 418 (48.6) |
| Female | 1969 (54.9) | 517 (52.6) | 478 (56.2) | 532 (56.6) | 442 (51.4) |
| “No” | 350 (9.8) | 235 (23.9) | 34 (4.0) | 35 (3.9) | 46 (5.4) |
| “Yes” | 3235 (90.2) | 748 (76.1) | 816 (96.0) | 857 (96.1) | 814 (94.7) |
| Current | 730 (20.4) | 269 (27.4) | 121 (14.2) | 101 (11.3) | 239 (27.8) |
| Former | 1009 (28.2) | 227 (23.1) | 377 (44.4) | 232 (26.0) | 173 (20.1) |
| Never | 1846 (51.5) | 487 (49.5) | 352 (41.4) | 559 (62.7) | 448 (52.1) |
| Low | 252 (7.0) | 146 (14.9) | 10 (1.2) | 16 (1.8) | 80 (9.3) |
| Medium | 1568 (43.7) | 378 (38.5) | 399 (46.9) | 238 (26.7) | 553 (64.3) |
| High | 1765 (49.2) | 459 (46.7) | 441 (51.9) | 638 (71.5) | 227 (26.4) |
| “Cannot make ends meet” | 383 (10.7) | 125 (12.7) | 146 (17.2) | 45 (5.0) | 67 (7.8) |
| “Just have enough to get along” | 1799 (50.2) | 487 (49.5) | 260 (30.6) | 639 (71.6) | 413 (48.0) |
| “Comfortable” | 1403 (39.1) | 371 (37.7) | 444 (52.2) | 208 (23.3) | 380 (44.2) |
n, number of participants; SD, standard deviation; UK, United Kingdom.
Current living arrangements of the study population: pooled and city-specific analyses.
| Current Living Arrangements | All Cities Pooled | Barcelona (Spain) | Doetinchem (The Netherlands) | Kaunas (Lithuania) | Stoke-on-Trent (UK) |
|---|---|---|---|---|---|
| “Living alone” | 610 (17.0) | 67 (6.8) | 195 (22.9) | 156 (17.5) | 192 (22.3) |
| “Living with partner without children” | 1240 (34.6) | 242 (24.6) | 387 (45.5) | 353 (39.6) | 258 (30.0) |
| “Living alone or with partner and children under 12 years” | 534 (14.9) | 184 (18.7) | 126 (14.8) | 38 (4.3) | 186 (21.6) |
| “Living alone or with partner and only children ≥12 years” | 602 (16.8) | 143 (14.6) | 129 (15.2) | 191 (21.4) | 139 (16.2) |
| “Other” | 599 (16.7) | 347 (35.3) | 13 (1.5) | 154 (17.3) | 85 (9.9) |
| Low | 1127 (31.4) | 325 (33.1) | 266 (31.3) | 227 (25.5) | 309 (35.9) |
| Medium | 1377 (38.4) | 333 (33.9) | 333 (39.2) | 427 (47.9) | 284 (33.0) |
| High | 1081 (30.2) | 325 (33.1) | 251 (29.5) | 238 (26.7) | 267 (31.1) |
n, number of participants; UK, United Kingdom.
NOE exposure, mental health and vitality of the study population: pooled and city-specific analyses.
| NOE Exposure, Mental Health and Vitality | All Cities Pooled | Barcelona (Spain) | Doetinchem (The Netherlands) | Kaunas (Lithuania) | Stoke-on-Trent (UK) |
|---|---|---|---|---|---|
| Low levels | 562 (15.7) | 184 (18.7) | 60 (7.1) | 100 (11.2) | 218 (25.4) |
| High levels | 3023 (84.3) | 799 (81.3) | 790 (92.9) | 792 (88.8) | 642 (74.7) |
| Median (IQR) perception of amount of NOE (scale 0–12) | 7 (5) | 5 (6) | 9 (3) | 8 (3) | 7 (5) |
| Median (IQR) use of NOE (0–160 h per month) | 4 (11.75) | 4 (12) | 10 (8.25) | 4 (11.25) | 1.25 (10) |
| Median (IQR) satisfaction with NOE (sum score scale 4–20) | 15 (4) | 14 (5) | 16 (3) | 14 (4) | 16 (4) |
| Median (IQR) importance of NOE (sum score scale 4–20) | 16 (4) | 17 (3) | 17 (3) | 16 (3) | 16 (3) |
| Median (IQR) residential surrounding greenness in 300 m (scale 0–1) | 0.49 (0.24) | 0.19 (0.09) | 0.54 (0.12) | 0.54 (0.10) | 0.47 (0.10) |
| Median (IQR) transformed mental health (sum score scale 0–100) | 76 (20) | 72 (24) | 84 (12) | 72 (24) | 76 (20) |
| Median (IQR) transformed vitality (sum score scale 0–100) | 65 (25) | 60 (25) | 70 (20) | 60 (25) | 55 (25) |
IQR, interquartile range; n, number of participants; NOE, natural outdoor environments; UK, United Kingdom.
Demographics of the study population on pooled level for subgroups with different amount of childhood NOE exposure (low levels and high levels).
| Demographics | Low Levels Of Childhood NOE Exposure | High Levels Of Childhood NOE Exposure | |
|---|---|---|---|
| 562 (15.7) | 3023 (84.3) | ||
| Mean (SD) age | 51.4 (15.5) | 51.8 (15.9) | 0.608 |
| 0.666 | |||
| Male | 258 (45.9) | 1358 (44.9) | |
| Female | 304 (54.1) | 1665 (55.1) | |
| 0.014 | |||
| “No” | 39 (6.9) | 311 (10.3) | |
| “Yes” | 523 (93.1) | 2712 (89.7) | |
| 0.914 | |||
| Current | 112 (19.9) | 618 (20.4) | |
| Former | 162 (28.8) | 847 (28.0) | |
| Never | 288 (51.3) | 1558 (51.5) | |
| <0.001 | |||
| Low | 56 (10.0) | 196 (6.5) | |
| Medium | 269 (47.9) | 1299 (43.0) | |
| High | 237 (42.2) | 1528 (50.6) | |
| 0.147 | |||
| “Cannot make ends meet” | 47 (8.4) | 336 (11.1) | |
| “Just have enough to get along” | 292 (52.0) | 1507 (49.9) | |
| “Comfortable” | 223 (39.7) | 1180 (39.0) |
n, number of participants; SD, standard deviation. * based on t-tests, chi-square, and rank-sum tests and p-values statistically significant at 5% level while adjusted for the false discovery rate with the Benjamini–Hochberg Procedure.
Current living arrangements of the study population on pooled level for subgroups with different amount of childhood NOE exposure (low levels and high levels).
| Current Living Arrangements | Low Levels Of Childhood NOE Exposure | High Levels Of Childhood NOE Exposure | |
|---|---|---|---|
| 0.616 | |||
| “Living alone” | 91 (16.2) | 519 (17.2) | |
| “Living with partner without children” | 204 (36.3) | 1036 (34.3) | |
| “Living alone or with partner and children under 12 years” | 82 (14.6) | 452 (15.0) | |
| “Living alone or with partner and only children ≥12 years” | 101 (18.0) | 501 (16.6) | |
| “Other” | 84 (15.0) | 515 (17.0) | |
| 0.979 | |||
| Low | 176 (31.3) | 951 (31.5) | |
| Medium | 218 (38.8) | 1159 (38.3) | |
| High | 168 (29.9) | 913 (30.2) |
n, number of participants; * based on t-tests, chi-square, and rank-sum tests and p-values statistically significant at 5% level while adjusted for the false discovery rate with the Benjamini–Hochberg Procedure.
NOE exposure, mental health and vitality of the study population on pooled level for subgroups with different amount of childhood NOE exposure (low levels and high levels).
| NOE Exposure, Mental Health and Vitality | Low Levels Of Childhood NOE Exposure | High Levels Of Childhood NOE Exposure | |
|---|---|---|---|
| median (IQR) | 7 (5) 560 | 7 (5) 3020 | 0.011 |
| median (IQR) | 3.75 (12) 553 | 4 (11.75) 2932 | 0.001 |
| NOE median (IQR) | 15 (4) 560 | 15 (4) 3016 | 0.533 |
| median (IQR) n importance of NOE (scale 4–20) | 16 (3.5) 560 | 16 (4) 3020 | 0.250 |
| median (IQR) n residential surrounding greenness in 300 m (scale 0–1) | 0.45 (0.27) 562 | 0.49 (0.23) 3023 | <0.001 |
| median (IQR) n mental health (scale 0–100) | 72 (20) 562 | 76 (24) 3021 | <0.001 |
| median (IQR) n vitality (scale 0–100) | 60 (20) 562 | 65 (25) 3021 | <0.001 |
IQR, interquartile range; n, number of participants; NOE, natural outdoor environments. * based on t-tests, chi-square, and rank-sum tests and p-values statistically significant at 5% level while adjusted for the false discovery rate with the Benjamini–Hochberg Procedure.
Mixed effects regression of childhood NOE exposure (low levels vs. high levels) on mental health and vitality (0–100 scales; higher is better mental health/vitality). Pooled and city-specific analyses.
| Outcome Variables |
| Crude Model a | Adjusted Main Model b |
|---|---|---|---|
| Mental health | |||
| Pooled | 3583 | −4.01 (−5.44, −2.59) *** | −4.13 (−5.52, −2.74) *** |
| Barcelona | 983 | −4.11 (−6.58, −1.64) ** | −3.90 (−6.31, −1.50) ** |
| Doetinchem | 848 | −1.07 (−4.65, 2.51) | −0.81 (−4.28, 2.66) |
| Kaunas | 892 | −4.16 (−7.69, −0.63) * | −3.58 (−7.01, −0.16) * |
| Stoke-on-Trent | 860 | −4.66 (−7.09, −2.22) *** | −5.48 (−7.87, −3.08) *** |
| Vitality | |||
| Pooled | 3583 | −1.38 (−3.03, 0.28) | −1.29 (−2.90, 0.32) |
| Barcelona | 981 | −2.32 (−5.15, 0.51) | −1.97 (−4.75, 0.81) |
| Doetinchem | 850 | −0.88 (−5.39, 3.64) | −0.39 (−4.79, 4.00) |
| Kaunas | 892 | −4.17 (−7.70, −0.64) * | −3.73 (−7.14, −0.32) * |
| Stoke-on-Trent | 860 | 1.16 (−1.92, 4.23) | 0.21 (−2.80, 3.21) |
* p ≤ 0.05; ** p < 0.01; *** p < 0.001. a Unadjusted model with random intercepts. b Adjusted for: age, gender, origin, education, perceived financial situation, socioeconomic status (SES) of the neighborhood, household composition, smoking status. c n was the same for the crude and the adjusted main model. CI, confidence interval; n, number of participants.
Mixed effects regression of childhood NOE exposure (low levels vs. high levels) on the amount of NOE, use of NOE, satisfaction with NOE, importance of NOE, and residential surrounding greenness in 300 m. Pooled and city-specific analyses.
| Outcome Variables |
| Crude Model a | Adjusted Model b |
|---|---|---|---|
| Perception of amount of NOE | |||
| Pooled | 3580 | 1.34 (1.08, 1.66) ** | 1.32 (1.06, 1.64) * |
| Barcelona | 982 | 0.69 (0.46, 1.04) | 0.72 (0.47, 1.10) |
| Doetinchem | 850 | 0.52 (0.29, 0.91) * | 0.45 (0.25, 0.81) ** |
| Kaunas | 892 | 0.95 (0.61, 1.48) | 0.96 (0.61, 1.50) |
| Stoke-on-Trent | 856 | 1.69 (1.20, 2.38) ** | 1.61 (1.13, 2.30 ) ** |
| Use of NOE | |||
| Pooled | 3485 | 0.92 (0.75, 1.12) | 0.92 (0.75, 1.12) |
| Barcelona | 970 | 0.95 (0.67, 1.35) | 0.94 (0.65, 1.36) |
| Doetinchem | 842 | 1.47 (0.84, 2.54) | 1.49 (0.84, 2.65) |
| Kaunas | 817 | 0.66 (0.42, 1.02) | 0.59 (0.37, 0.93) * |
| Stoke-on-Trent | 856 | 0.75 (0.54, 1.05) | 0.78 (0.56, 1.11) |
| Satisfaction with NOE | |||
| Pooled | 3576 | 1.06 (0.83, 1.24) | 1.02 (0.83, 1.25) |
| Barcelona | 977 | 0.61 (0.43, 0.88) ** | 0.64 (0.44, 0.94) * |
| Doetinchem | 850 | 0.70 (0.37, 1.30) | 0.67 (0.35, 1.26) |
| Kaunas | 892 | 1.34 (0.88, 2.03) | 1.34 (0.87, 2.05) |
| Stoke-on-Trent | 857 | 1.21 (0.84, 1.74) | 1.17 (0.80, 1.69) |
| Importance of NOE | |||
| Pooled | 3580 | 0.79 (0.66, 0.96) * | 0.81 (0.66, 0.98) * |
| Barcelona | 981 | 0.79 (0.56, 1.11) | 0.77 (0.54, 1.10) |
| Doetinchem | 849 | 1.05 (0.61, 1.83) | 1.02 (0.57, 1.81) |
| Kaunas | 892 | 0.69 (0.43, 1.10) | 0.77 (0.47, 1.24) |
| Stoke-on-Trent | 858 | 0.83 (0.60, 1.16) | 0.83 (0.59, 1.16) |
| Residential surrounding greenness in 300 m | |||
| Pooled | 3585 | 0.79 (0.57, 1.08) | 0.77 (0.56, 1.05) |
| Barcelona | 983 | 0.77 (0.34, 1.74) | 0.83 (0.35, 1.97) |
| Doetinchem | 850 | 0.74 (0.36, 1.51) | 0.69 (0.33, 1.46) |
| Kaunas | 892 | 0.88 (0.56, 1.38) | 0.79 (0.50, 1.27) |
| Stoke-on-Trent | 860 | 1.03 (0.65, 1.64) | 0.94 (0.58, 1.52) |
* p ≤ 0.05; ** p < 0.01. a Unadjusted model with random intercepts. b Adjusted for: age, gender, origin, education, perceived financial situation, SES of the neighborhood, household composition, smoking status. c n was the same for the crude and the adjusted model. CI, confidence interval; n, number of participants; NOE, natural outdoor environments.
Mixed effects regression of childhood NOE exposure (low levels vs. high levels) on mental health and vitality (0–100 scales; higher scores indicate better mental health/vitality) with additional adjustments for the perception of amount of NOE, use of NOE, and satisfaction with NOE. Pooled and city-specific analyses.
| Outcome Variables | Additional Adjustment for Perception of Amount of NOE | Additional Adjustment for Use of NOE | Additional Adjustment for Satisfaction with NOE |
|---|---|---|---|
| Mental health | |||
| Pooled | −4.21 (−5.97, −2.82) ***, 3578 | −4.16 (−5.55, −2.77) ***, 3483 | −4.20 (−5.58, −2.81) ***, 3574 |
| Barcelona | −3.81 (−6.22, −1.40) **, 982 | −3.84 (−6.27, −1.42) **, 970 | −3.64 (−6.03, −1.24) **, 977 |
| Doetinchem | −0.70 (−4.17, 2.78), 848 | −0.89 (−4.35, 2.57), 840 | −0.82 (−4.25, 2.61), 848 |
| Kaunas | −3.68 (−7.09, −0.27) *, 892 | −3.77 (−7.26, −0.29) *, 817 | −3.78 (−7.21, −0.36) *, 892 |
| Stoke-on-Trent | −5.51 (−7.93, −3.08) ***, 856 | −5.54 (−7.93, −3.14) ***, 856 | −5.63 (−8.03, −3.23) ***, 857 |
| Vitality | |||
| Pooled | −1.39 (−3.00, 0.22), 3578 | −1.26 (−2.88, 0.36), 3483 | −1.34 (−2.95, 0.26), 3574 |
| Barcelona | −1.85 (−4.63, 0.93), 980 | −1.83 (−4.63, 0.98), 968 | −1.60 (−4.38, 1.18), 975 |
| Doetinchem | −0.16 (−4.54, 4.23), 850 | −0.52 (−4.90, 3.86), 842 | −0.42 (−4.77, 3.94), 850 |
| Kaunas | −3.82 (−7.22, −0.41) *, 892 | −3.54 (−7.04, −0.04) *, 817 | −3.84 (−7.26, −0.43) *, 892 |
| Stoke-on-Trent | −0.10 (−3.13, 2.93), 856 | 0.02 (−2.97, 3.01), 856 | −0.20 (−3.17, 2.77), 857 |
* p ≤ 0.05; ** p < 0.01; *** p < 0.001. CI, confidence interval; n, number of participants; NOE, natural outdoor environments.
Mixed effects regression of childhood NOE exposure (low levels vs. high levels) on mental health and vitality (0–100 scales; higher is better mental health/vitality) with additional adjustments for importance of NOE, residential surrounding greenness within 300 m, and all mediators combined. Pooled and city-specific analyses.
| Outcome Variables | Additional Adjustment for Importance of NOE | Additional Adjustment for Residential Surrounding Greenness within 300 | Additional Adjustment for all Mediators Combined a |
|---|---|---|---|
| Mental health | |||
| Pooled | −4.15 (−5.54, −2.76) ***, 3578 | −4.12 (−5.50, −2.72) ***, 3583 | −4.28 (−5.67, −2.89) ***, 3464 |
| Barcelona | −3.93 (−6.35, −1.52) **, 981 | −3.90 (−6.31, −1.49) **, 983 | −3.70 (−6.13, −1.27) **, 961 |
| Doetinchem | −0.80 (−4.27, 2.67), 847 | −0.80 (−4.27, 2.67), 848 | −1.00 (−4.43, 2.43), 839 |
| Kaunas | −3.57 (−6.99, −0.14) *, 892 | −3.62 (−7.05, −0.20) *, 892 | −4.11 (−7.59, −0.64) *, 817 |
| Stoke-on-Trent | −5.48 (−7.87, −3.09) ***, 858 | −5.48 (−7.88, −3.08) ***, 860 | −5.73 (−8.15, −3.31) ***, 847 |
| Vitality | |||
| Pooled | −1.24 (−2.85, 0.36), 3578 | −1.26 (−2.87, 0.35), 3483 | −1.29 (−2.91, 0.33), 3464 |
| Barcelona | −1.87 (−4.65, 0.91), 979 | −1.95 (−4.72, 0.83), 981 | −1.49 (−4.30, 1.33), 959 |
| Doetinchem | −0.37 (−4.76, 4.02), 849 | −0.38 (−4.77, 4.00), 850 | −0.45 (−4.81, 3.92), 841 |
| Kaunas | −3.71 (−7.12, −0.30) *, 892 | −3.79 (−7.21, −0.38) *, 892 | −3.76 (−7.25, −0.26) *, 817 |
| Stoke-on-Trent | 0.34 (−2.64, 3.32), 858 | 0.22 (−2.79, 3.23), 860 | −0.31 (−3.29, 2.66), 847 |
* p ≤ 0.05; ** p < 0.01; *** p < 0.001. a “All mediators” includes: perception of amount of NOE, use of NOE, satisfaction with NOE, importance of NOE, NDIV within 300 m. CI, confidence interval; n, number of participants; NOE, natural outdoor environments.