| Literature DB >> 35886601 |
Paolo Contini1, Santo Di Nuovo2, Maria Sinatra3, Elisabeta Osmanaj4, Lucia Monacis5.
Abstract
In light of the adverse emotional, mental and behavioral outcomes caused by the pandemic period, this research analyzed the associations between emotional distress and poor health outcomes and the buffering effects of greenery on these outcomes. An online cross-sectional survey between June-November 2021 was distributed among 1314 young Italian adults. Bivariate associations and multivariate regression analyses were applied to the data. Findings showed that emotional distress was positively related to poor mental health outcomes and to some of the unhealthy behaviors. In addition, green pathways differently impacted on health: the indoor features confirmed buffering effects on adverse emotional and mental health responses, whereas the outdoor features played no salutogenic role. In conclusion, whereas the outbreak period of the pandemic has led to the rediscovering/reinforcement of the attachment to nature to cope with negative affective states, the successive waves characterized by selected limitations and new living rules of social adaptation may have brought about a reduced affinity toward nature. Target interventions in terms of biophilic design for indoor environmental sustainability are needed in order to increase the innate human-nature connection and thus to promote public health.Entities:
Keywords: COVID-19; behavioral health; buffering effects; emotional health; greenery; mental health
Mesh:
Year: 2022 PMID: 35886601 PMCID: PMC9325294 DOI: 10.3390/ijerph19148749
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Sociodemographic characteristics and data distribution for indoor and outdoor greenery features.
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| 33.52 ± 12.162 |
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| 264/1050 |
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| |
| Middle school | 26 |
| High school | 578 |
| Degree | 710 |
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| Student | 599 |
| Worker | 670 |
| Unemployed | 19 |
| Unoccupied | 26 |
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| Smart worker | 605 |
| No-smart worker | 709 |
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| Plants at hone Yes/No | 920; 394 |
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| No vision | 104 |
| Limited vision | 267 |
| Little vision | 338 |
| Much vision | 465 |
| Full vision | 140 |
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| No access | 187 |
| Private access | 788 |
| Public access | 339 |
Mean scores, standard deviation, values of kurtosis, skewness and their relative standard errors for the mean score of each emotion and for each item of the health outcome.
| Mean (SD) | Kurtosis (SE) | Skewness (SE) | |
|---|---|---|---|
|
| |||
| Sadness | 2.94 (0.888) | −0.366 (0.274) | −0.178 (0.138) |
| Disgust | 3.11 (0.899) | −0.284 (0.274) | −0.487 (0.138) |
| Anger | 2.96 (0.780) | 0.074 (0.274) | −0.172 (0.138) |
| Fear | 3.11 (0.903) | −0.414 (0.274) | −0.405 (0.138) |
| Surprise | 3.12 (0.885) | −0.007 (0.274) | −0.517 (0.138) |
| Cronbach’s α 0.887 | |||
| McDonald’s ω 0.889 | |||
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| |||
| Sleep disturbance | 3.16 (1.244) | −1.015 (0.274) | 0.062 (0.138) |
| Recurrent thoughts | 2.76 (1.112) | −0.71 (0.274) | −0.867 (0.138) |
| Recurrent dreams | 3.57 (1.146) | −0.079 (0.274) | −0.368 (0.138) |
| Poor concentration, | 3.32 (1.193) | −0.933 (0.274) | 0.755 (0.138) |
| Eating disorders | 2.19 (1.382) | −0.808 (0.274) | 0.823 (0.138) |
| Drug consumption | 1.94 (1.086) | −0.40 (0.274) | 1.883 (0.138) |
| Tobacco consumption | 1.49 (0.862) | 3.269 (0.274) | 0.057 (0.138) |
| Alcool consumption | 2.72 (1.258) | −1.172 (0.274) | −0.987 (0.138) |
| Time spent on Internet and social media | 3.84 (1.063) | 0.577(0.274) | 0.778 (0.138) |
| Time spent on online gaming | 2.08 (1.157) | −0.438(0.274) | 0.062 (0.138) |
| Cronbach’s α 0.792 |
Association between change in intensity levels of each emotional cluster and unhealthy outcomes.
| Sadness | Disgust | Angry | Fear | Surprise | |
|---|---|---|---|---|---|
| Sleep disturbance | |||||
| Recurrent dreams | |||||
| Recurrent thoughts | |||||
| Poor concentration | |||||
| Abuse of tobacco | −0.022 | 0.100 | 0.042 | 0.051 | |
| Abuse of alcohol | −0.004 | 0.016 | 0.087 | ||
| Abuse of drug | 0.107 | 0.039 | 0.072 | 0.012 | −0.002 |
| Eating disorders | 0.078 | 0.074 | |||
| Internet and social media | 0.078 | ||||
| Gaming | 0.050 | −0.044 | 0.096 | 0.060 | 0.059 |
Significant values are in bold; * p < 0.050; ** p < 0.010.
Ordinal logistic models for the change in intensity level of each basic emotion.
| Sadness | Disgust | Anger | Fear | |
|---|---|---|---|---|
| Model fit Information X2(df) | 35,841(12) | 34,835 (12) | 35,150(12) | 40,731(12) |
| Goodness of Fit | ||||
| Pearson Test X2(df) | 595,183(564) ns | 604,963 (564) ns | 596,175(564) ns | 607,605 (564) ns |
| Deviance Test X2(df) | 618.783(564) ns | 608,153 (564) ns | 585.106(564) ns | 614,401 (564) ns |
| Pseudo R2 | ||||
| Cox e Snell/Nagelkerke/McFadden | 0.108/0.122/0.053 | 0.105/0.119/0.052 | 0.106/0.122/0.055 | 0.122/0.138/0.060 |
| Test of Parallel Lines | 13,873(12) ns | 16,269 (12) ns | 12,547(12) ns | 9700(12) ns |
| OR [95% CI] | OR [95% CI] | OR [95% CI] | OR [95% CI] | |
|
| 1.560 [0.909–2.685] | 1.477 [0.846–2.580] | ||
|
| 0.992 [0.968–1.017] | 1.001 [0.986–1.016] | 0.986 [0.962–1.011] | |
| Work = Student | 0.588 [0.130–2.656] | 0.408 [0.093–1.787] | 0.626 [0.139–2.810] | 0.648 [0.136–3.083] |
| Work = Worker | 0.613 [0.150–2.503] | 0.457 [0.113–1.856] | 1.066 [0.260–4.365] | 0.625 [0.140–2.783] |
| Work = Unemployed | 0.727 [0.083–6.377] | 0.371 [0.043–3.199] | 1.204 [0.130–11.145] | 0.525 [0.058–4.715] |
| Work = Unoccupied as reference | ||||
| SW NSW = Smart Working | 0.649 [0.417–1.011] | 0.771 [0.501–1.187] | ||
| Education level = Middle | 1.001 [0.978–1.026] | 4.143 [0.676–25.399] | ||
| Education level = High | 1.467 [0.951–2.263] | 2.500 [0.360–17.342] | 0.906 [0.582–1.411] | 1.005 [0.651–1.551] |
| Education level = Degree as reference | ||||
| Plants at home | 0.849 [0.520–1.385] | 0.550 [0.337–0.895] | 0.628 [0.381–1.036] | 0.682 [0.419–1.112] |
| Green views | ||||
| Green Access = No access | 1.017 [0.479–2.157] | 0.726 [0.348–1.514] | 1.695 [0.808–3.533] | 1.534 [0.716–3.284] |
| Green Access = Private Access | 0.802 [0.486–1.323] | 0.642 [0.381–1.080] | 0.870 [0.518–1.460] | 0.845 [0.510–1.399] |
| Green Access = Pubic Access as reference |
OR < 1 indicates a decrease in the likelihood of showing change in intensity; OR > 1 equals to an increase in intensity; OR = Odds ratio; CI = Confident Interval; * p < 0.050; ** p < 0.010; *** p < 0.001; ns = Not significant; Significant values of OR are in bold.
Multinomial logistic model for surprise.
| Surpise | ||
|---|---|---|
| Model fit Information X2(df) | 57,404(24) *** | |
| Goodness of Fit | ||
| Pearson Test X2(df) | 594,585 (552) ns | |
| Deviance Test X2(df) | 585,458 (552) ns | |
| Pseudo R2 | ||
| Cox and Snell/Nagelkerke/McFadden | 0.167/0.190/0.087 | |
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| 0.842 [0.390–1.819] | 1.014 [0.441–2.329] |
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| 0.996 [0.962–1.031] | 0.998 [0.961–1.035] |
| Work = Student | 0.351 [0.028–4.334] | 0.489 [0.039–6.176] |
| Work = Worker | 0.406 [0.036–4.538] | 0.403 [0.036–4.471] |
| Work = Unemployed | 0.448 [0.046–4.410] | 0.537 [0.064–5.981] |
| Work = Unoccupied as reference | ||
| SW NSW = Smart Working | 0.609 [0.318–1.163] | |
| Education level = Middle | 0.262 [0.014–4.951] | 1.919 [0.168–2.863] |
| Education level = High | 0.867 [0.479–1.679] | 0.850 [0.440–1.641] |
| Education level = Degree as reference | ||
| Plants at home | 1.279 [0.631–2.591] | 0.457 [0.206–1.011] |
| Green views | ||
| Green Access = No access | 0.462 [0.145–1.477] | 1.062 [0.342–3.293] |
| Green Access = Private Access | 1.130 [0.529–2.417] | 0.488 [0.225–1.058] |
| Green Access = Pubic Access as reference |
OR < 1 indicates a decrease in the likelihood of showing change in intensity; OR = Odds ratio; CI = Confident Interval; * p <0.050; ** p < 0.010; *** p < 0.001; ns = Not significant; Significant values of OR are in bold.
Results of single-exposure regression models of the associations between nature exposure and the significant health outcomes.
| Sleep Disturbance | Recurrent Dreams | Recurrent Thoughts | Poor Concentration | |
|---|---|---|---|---|
| R2 = 0.153, AR2 = 0.119, | R2 = 0.128, AR2 = 0.093, | R2 = 0.210, AR2 = 0.179, | R2 = 0.143, AR2 = 0.109, | |
| β [95% CI] | β [95% CI] | β [95% CI] | β [95% CI] | |
|
| 0.083 [−0.074 0.565] | |||
|
| −0.128 [−0.028 0.002] | |||
| Education level = midldle school | 0.035 [−0.677 1.266] | 0.046 [−0.536 10.227] | 0.058 [−0.413 1.315] | −0.035 [−1.221 0.655] |
| Education level = high school | 0.012 [−0.237 0.299] | 0.066 [−0.096 0.391] | 0.038 [−0.151 0.326] | 0.067 [−0.099 0.419] |
| Work = Student | −0.342 [−1.822 −0.112] | 0.146 [−0.552 10.203] | −0.233 [−10.397 0.324] | −0.265 [−1.568 0.300] |
| Work = Worker | 0.085 [−0.637 10.015] | −0.337 [−10.581 0.039] | −0.310 [−1.618 0.141] | |
| Work = Unemployed | −0.094 [−2.318 0.453] | 0.000 [−1.255 1.260] | −0.077 [−10.936 0.529] | −0.010 [−1.436 1.239] |
| Smart/non-Smart Working | −0.029 [−0.338 0.196] | −0.053 [−0.361 0.124] | −0.058 [−0.370 0.105] | −0.087 [−0.466 0.050] |
| Plants at home | −0.026 [−0.339 0.208] | −0.076 [−0.463 0.073] | ||
| Green Views | ||||
| No Green Access | −0.021 [−0.527–0.378] | −0.096 [−0.715 0.106] | −0.049 [−0.563 0.243] | 0.048 [−0.274 0.599] |
| Private Green Access | 0.058 [−0.166–0.462] | −0.007 [−0.300 0.270] | −0.006 [−0.295 0.265] | −0.009 [−0.326 0.281] |
β = beta coefficient; R2 = R-squared; AR2 = adjusted R-squared; F = F statistic. * p < 0.05; ** p < 0.01; *** p < 0.001; significant beta values are in bold.