| Literature DB >> 31726784 |
Carly Wood1, David Barron2, Nina Smyth3.
Abstract
Both nature exposure and green exercise (GE) can improve health. However, there are no scales examining frequency of engagement; or that consider interaction with nature. There are also no scales assessing these variables during childhood. The aim of this study was to develop a modified (NES-II) and retrospective (RNES-II) version of the Nature Exposure Scale to incorporate GE and to examine their factor structure and reliability. Exploratory factor analysis (EFA) explored the factor structure of the scales; followed by confirmatory factor analysis to confirm the model fit. Fit indices for the one factor five item NES-II and RNES-II models identified by EFA were poor. Use of modification indices resulted in a good model fit; NES-II: χ(5, n = 385) = 2.638; χnormed = 0.879; CFI= 1.000; RMSEA < 0.001 with 90%CI = 0.000-0.082; SRMR = 0.009; AIC = 36.638. RNES-II: χ(2, n = 385) = 7.149; χnormed = 3.574; CFI = 0.995; RMSEA = 0.082 with 90%CI = 0.023-0.151; SRMR = 0.015; AIC = 43.149. Both models demonstrated very good reliability (α = 0.84; 89 respectively). These findings indicate that the scales can be used to assess current and retrospective nature exposure. However, due to the removal of item one, the authors recommend that the scales be named the 'intentional nature exposure scale' and 'retrospective intentional nature exposure scale'.Entities:
Keywords: green exercise; nature; physical activity
Year: 2019 PMID: 31726784 PMCID: PMC6888483 DOI: 10.3390/ijerph16224443
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Correlation (top right) and residual correlation (bottom left) matrix of the nature exposure scale/modified nature exposure scale with all items, with means and standard deviations.
| Item | Item 1 | Item 2 | Item 3 | Item 4 | Item 5 | Item 6 |
|---|---|---|---|---|---|---|
| Item 1 | - | 0.384 | 0.278 | 0.103 | 0.328 | 0.190 |
| Item 2 | 0.036 | - | 0.416 | 0.549 | 0.370 | 0.538 |
| Item 3 | −0.069 | −0.159 | - | 0.477 | 0.592 | 0.458 |
| Item 4 | −0.245 | −0.026 | −0.097 | - | 0.366 | 0.640 |
| Item 5 | −0.011 | −0.191 | 0.032 | −0.193 | - | 0.516 |
| Item 6 | −0.179 | −0.072 | −0.151 | 0.031 | −0.078 | - |
| Mean | 2.47 | 3.52 | 3.73 | 4.08 | 3.44 | 3.80 |
| SD | 1.17 | 1.13 | 1.18 | 1.03 | 1.28 | 1.17 |
Note. All rs significant at 0.01 level. SD = Standard deviation. Residual correlations are derived from a 1-factor exploratory factor analysis (EFA).
Correlation (top right) and residual correlation (bottom left) matrix of the retrospective nature exposure scale with all items, with means and standard deviations.
| Item | Item 1 | Item 2 | Item 3 | Item 4 | Item 5 | Item 6 |
|---|---|---|---|---|---|---|
| Item 1 | - | 0.506 | 0.372 | 0.272 | 0.455 | 0.334 |
| Item 2 | 0.001 | - | 0.375 | 0.655 | 0.356 | 0.647 |
| Item 3 | −0.081 | −0.201 | - | 0.472 | 0.612 | 0.426 |
| Item 4 | −0.223 | 0.025 | −0.092 | - | 0.340 | 0.697 |
| Item 5 | 0.004 | −0.216 | −0.099 | −0.220 | - | 0.491 |
| Item 6 | −0.183 | −0.011 | −0.164 | 0.052 | −0.095 | - |
| Mean | 3.42 | 3.47 | 4.04 | 3.76 | 3.99 | 3.50 |
|
| 1.20 | 1.17 | 1.07 | 1.09 | 1.18 | 1.19 |
Note. rs significant at 0.001 level. SD = Standard deviation. Residual correlations are derived from a 1-factor EFA
Correlation and Cronbach alpha if items deleted for the original nature exposure scale.
| Item | Inter-Item Correlation | Item-Total Correlation | α if Item Deleted |
|---|---|---|---|
| Item1 | 0.264 | 0.340 | 0.712 |
| Item 2 | 0.453 | 0.625 | 0.527 |
| Item 3 | 0.389 | 0.514 | 0.599 |
| Item 4 | 0.342 | 0.442 | 0.646 |
Factor loadings for 3-item Nature Exposure Scale.
| Item | Factor Loading |
|---|---|
| Item 2 | 0.804 |
| Item 3 | 0.772 |
| Item 4 | 0.823 |
Correlation and Cronbach alpha if items deleted for NES-II.
| Item | Inter-Item Correlation | Item-Total Correlation | α if Item Deleted |
|---|---|---|---|
| Item1 | 0.270 | 0.366 | 0.811 |
| Item 2 | 0.449 | 0.626 | 0.753 |
| Item 3 | 0.430 | 0.604 | 0.756 |
| Item 4 | 0.381 | 0.517 | 0.778 |
| Item 5 | 0.427 | 0.608 | 0.756 |
| Item 6 | 0.450 | 0.629 | 0.751 |
Factor loadings for the 5-item modified Nature Exposure Scale (NES-ii).
| Item | Factor Loading |
|---|---|
| Item 2 | 0.739 |
| Item 3 | 0.751 |
| Item 4 | 0.750 |
| Item 5 | 0.733 |
| Item 6 | 0.811 |
Correlation and Cronbach alpha if items deleted for the retrospective Nature Exposure Scale (RNES-II).
| Item | Inter-Item Correlation | Item-Total Correlation | α if Item Deleted |
|---|---|---|---|
| Item1 | 0.402 | 0.506 | 0.857 |
| Item 2 | 0.535 | 0.705 | 0.819 |
| Item 3 | 0.489 | 0.627 | 0.834 |
| Item 4 | 0.521 | 0.679 | 0.825 |
| Item 5 | 0.489 | 0.628 | 0.834 |
| Item 6 | 0.550 | 0.722 | 0.815 |
Factor loadings for 6-item and 5-item the RNES-II.
| Item | 6-Item | 5-Item |
|---|---|---|
| Item 1 | 0.630 | |
| Item 2 | 0.808 | 0.787 |
| Item 3 | 0.749 | 0.759 |
| Item 4 | 0.803 | 0.839 |
| Item 5 | 0.746 | 0.735 |
| Item 6 | 0.835 | 0.867 |
Note: Factor loadings taken from pattern matrix output
Model fit indices.
| Model | Description | χ2 (df) | χ2 Normed | RMSEA (90%CI) | SRMR | CFI | AIC |
|---|---|---|---|---|---|---|---|
| 1 | Original 4 item NES with the hypothesized two factor structure assessing nature exposure in everyday and non-everyday environments. | 15.03(1) | 15.03 | 0.191(0.114–0.282) | 0.045 | 0.959 | 41.03 |
| 2 | Original 4 item NES with a one factor structure assessing overall nature exposure | 32.45(2) | 16.223 | 0.199(0.143–0.262) | 0.053 | 0.911 | 56.45 |
| 3 | Modified 6 item NES with a one factor structure assessing overall nature exposure | 129.53(9) | 14.392 | 0.187(0.159−0.216) | 0.075 | 0.862 | 165.53 |
| 3a | Modified 6 item NES with a one factor structure assessing overall nature exposure. Modification indices resulted in freeing of error covariance between items #1 and #2 and #3 and #5. | 35.82(7) | 5.117 | 0.104(0.072–0.138) | 0.051 | 0.967 | 75.82 |
| 4 | Modified 5 item NES with a one factor structure assessing overall nature exposure. | 80.82(5) | 16.163 | 0.199(0.162–0.238) | 0.067 | 0.905 | 110.82 |
| 4a | Modified 5 item NES with a one factor structure assessing overall nature exposure. Modification indices resulted in freeing of error covariance between items #3 and #5. | 5.34 (4) | 1.334 | 0.030(0.00–0.087) | 0.013 | 0.998 | 37.34 |
| 5 | Retrospective 6-item NES with a one factor structure assessing overall nature exposure during childhood | 213.93(9) | 23.770 | 0.244(0.216–0.273) | 0.109 | 0.780 | 249.99 |
| 5a | Retrospective 6-item NES with a one factor structure assessing overall nature exposure during childhood. Modification indices resulted in freeing of error covariance between items #1 and #3, #4 and #5, #2 and #3, #2 and #5 and #3 and #5. | 58.18(6) | 9.697 | 0.151(0.117–0.187) | 0.038 | 0.944 | 100.18 |
| 6 | Retrospective 5-item NES with a one factor structure assessing overall nature exposure during childhood | 138.18(5) | 27.637 | 0.264(0.227–0.303) | 0.106 | 0.829 | 168.18 |
| 6a | Retrospective 5-item NES with a one factor structure assessing overall nature exposure during childhood. Modification indices resulted in freeing of error covariance between items #3 and #5. | 18.52(4) | 4.630 | 0.097(0.055–0.144) | 0.023 | 0.981 | 50.520 |
Figure 1Model fit for the 5-item modified nature exposure scale (NES-II).
Figure 2Model fit for the 5-item retrospective nature exposure scale (RNES-II).
Relationship between NES-II and RNES-II scores and psychological health and connectedness to nature variables. DASS: Depression, Anxiety and Stress Scale.
| Measure | Mean ± SD | 5-Item NES-II | 5-Item RNES-II | |||
|---|---|---|---|---|---|---|
| r Value | p Value | r Value | p Value | |||
| DASS Scale | Depression | 6.84 ± 5.58 | −0.322 | < 0.001 | −0.238 | < 0.001 |
| Anxiety | 4.95 ± 4.39 | −0.216 | < 0.001 | −0.170 | 0.003 | |
| Stress | 7.81 ± 4.86 | −0.220 | < 0.001 | −0.143 | 0.013 | |
| Wellbeing | 23.67 ± 4.85 | 0.264 | < 0.001 | 0.201 | < 0.001 | |
| Self-esteem | 27.79 ± 5.76 | 0.245 | < 0.001 | 0.191 | < 0.001 | |
| Connectedness to Nature | 47.81 ± 8.67 | 0.491 | < 0.001 | 0.344 | < 0.000 | |