| Literature DB >> 35378740 |
Maija Lipponen1, Ville Hallikainen2, Pekka Kilpeläinen3.
Abstract
Purpose: To assess methodology and its limitations for measuring effects of nature-based intervention (NBI). Patients andEntities:
Keywords: heart rate variability; pain; salivary cortisol; salivary α-amylase; work exhaustion
Year: 2022 PMID: 35378740 PMCID: PMC8976576 DOI: 10.2147/JMDH.S353168
Source DB: PubMed Journal: J Multidiscip Healthc ISSN: 1178-2390
Figure 1The mindfulness exercise on appointment 1 was held in a riverside environment (A), the conscious walking exercise on appointment 2 in a park next to a natural pond (B) and the favorite place exercise on appointment 6 in a recreational forest (C).
Figure 2Study design of the NBI.
Salivary α-Amylase Activities Before and After Nature-Based Interventions and Parameter Estimates and Tests of the General Linear Mixed Effects’ Model for α-Amylase. Std Err Denotes the Standard Error of the Estimates, t- and Chi-Squared Values are the Test Values for the Parameter Estimates or Type III Anova (Deviance) Tests, Df Denotes the Degrees of Freedom. R2 – Values Were Presented for the Marginal and Conditional Models
| Intervention | Appointment | Salivary ɑ-Amylase [U/mL] | ||||||
|---|---|---|---|---|---|---|---|---|
| Before Intervention | After Intervention | |||||||
| Average ± SD | Median | Range | Average ± SD | Median | Range | Fold Change + SD | ||
| 1 | Appointment 1 (Thursday, May) | 101 ± 45.7 | 86.6 | 50.1–207 | 305 ± 146 | 268 | 102–544 | 3.05 ± 1.20 |
| 2 | Appointment 2 (Monday, August) | 113 ± 75.1 | 77.2 | 51.6–291 | 199 ± 113 | 166 | 40.5–415 | 1.91 ± 1.00 |
| 3 | Appointment 6 (Thursday, October) | 120 ± 85.6 | 99.1 | 14.7–321 | 148 ± 92.3 | 135 | 20.4–355 | 1.46 ± 0.77 |
| All interventions together | 111 ± 68.4 | 91.8 | 14.7–321 | 217 ± 138 | 171 | 20.4–544 | 2.13 | |
| R2 (marginal) = 24.69%; R2 (conditional) = 78.66% | ||||||||
| Intercept | 4.535 | 0.198 | 27 | 22.931 | < 0.001 | |||
| Month (ref May) | - | - | 2 | 0.360 | 0.835 | |||
| - August | 0.116 | 0.194 | 18 | 0.598 | 0.557 | |||
| - October | 0.062 | 0.194 | 18 | 0.321 | 0.752 | |||
| Pair (ref Before) | - | - | 1 | 48.946 | < 0.001a | |||
| - After | 1.080 | 0.154 | 27 | 6.996 | < 0.001 | |||
| Month * Pair (combined effect) | - | - | 2 | 16.115 | < 0.001b | |||
| - August; After | −0.650 | 0.220 | 27 | −2.959 | 0.006 | |||
| - October; After | −0.839 | 0.220 | 27 | −3.821 | 0.001 | |||
| Random effects | ||||||||
| Subject (ie person, variance) | 0.236 | |||||||
| Month (variance) | 0.072 | |||||||
| Residual (variance) | 0.122 | |||||||
Notes: aSignificant difference in α-amylase activity before and after the intervention, p < 0.001. bSignificant combined effect between different interventions and before and after the intervention, p < 0.001. *Combined effect between different interventions (month) and before and after the intervention (pair).
Post Intervention Salivary Cortisol Levels and Parameter Estimates and Tests of the General Linear Mixed Effects’ Model for Cortisol. Std Err Denotes the Standard Error of the Estimates, t- and Chi-Squared Values are the Test Values for the Parameter Estimates or Type III Anova (Deviance) Tests, Df Denotes the Degrees of Freedom. R2 – Values Were Presented for the Marginal and Conditional Models
| Intervention | Appointment | Salivary Cortisol [pg/mL] | |||||
|---|---|---|---|---|---|---|---|
| Intervention Day | One Day After | Two Days After | |||||
| Average ± SD | Median | Average ± SD | Median | Average ± SD | Median | ||
| 1 | Appointment 1 (Thursday, May) | 242 ± 129 | 239 | 372 ± 329 | 282 | 576 ± 742 | 292 |
| 2 | Appointment 2 (Monday, August) | 422 ± 400 | 280 | - | - | - | - |
| 3 | Appointment 6 (Thursday, October) | 1434 ± 3712 | 291 | 689 ± 934 | 402 | 1356 ± 1852 | 390 |
| Reference | Thursday without intervention (August) | 303 ± 152 | 265 | 550 ± 351 | 590 | 440 ± 303 | 356 |
| R2 (marginal) = 5.32%; R2 (conditional) = 44.79% | |||||||
| Fixed effects | |||||||
| Intercept | 5.614 | 0.281 | 64 | 19.993 | < 0.001 | ||
| Day of week (ref. Monday) | - | - | 4 | 9.467 | 0.050a | ||
| - Thursday as intervention day | −0.160 | 0.295 | 64 | −0.545 | 0.588 | ||
| - Thursday as non-intervention day | −0.076 | 0.323 | 64 | −0.234 | 0.816 | ||
| - Friday non-intervention day | 0.191 | 0.271 | 64 | 0.704 | 0.484 | ||
| - Saturday non-intervention day | 0.352 | 0.271 | 64 | 1.298 | 0.199 | ||
| Random effects | |||||||
| Subject (ie person, variance) | 0.156 | ||||||
| Month (variance) | 0.140 | ||||||
| Residual (variance) | 0.415 | ||||||
| AR1, phi | −0.059 | ||||||
Note: aIndicative difference in cortisol levels between the intervention vs non-intervention days, p = 0.050.
Figure 3The predictions of the models for α-amylase (A) and cortisol (B). The explanatory variable in the cortisol model was day of week. In that model, Thursday was treated as an intervention day (Thursday) and a non-intervention reference day (Thursday ref.). Monday was an intervention day and Friday and Saturday non-intervention days. In the model for amylase, the predictions for the interaction effect of pairwise measurement (pre-post intervention) and month were presented. Point estimates (circles) and their standard errors were presented.