Long-Term Transitional Impact and Mental-Health Consequences of Natural Disasters: A Multi-Site Study
Abstract
:1. Introduction
2. Methods
2.1. Study Design
2.2. Participants
3. Materials
3.1. Transitional Impact Scale
3.2. Depression, Anxiety, and Stress Scale
3.3. Post-Traumatic Stress Disorder Checklist
3.4. Demographics and Disaster Consequences Questionnaire
4. Procedure
5. Results
5.1. Mean Comparison Between Wave 1 and Wave 2 Responses
5.1.1. Transitional Impact Scale
5.1.2. Depression, Anxiety, Stress, and PTSD Scale
5.1.3. Feeling-of-Abandonment Ratings
5.1.4. Residence and Property-Damage Ratings
5.2. Role of Evacuation
5.2.1. BC Fire of 2021
5.2.2. Western Germany Flood of 2021
5.3. Predictors of DASS and PTSD
6. Discussion
Limitations
7. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
BC-Fire | Germany-Flood | |||
---|---|---|---|---|
Age (M, SD) | 50.32, 13.37 | 46.41, 10.68 | ||
Gender (n, %) | ||||
Female | 50, 67.1% | 29, 87.5% | ||
Male | 23, 31.5% | 5, 12.5% | ||
Other | 1, 1.4% | - | ||
Education Level (n, %) | ||||
Less than high-school/ middle-school leaving certificate/lower-secondary-school leaving certificate/no school leaving certificate | 2, 2.7% | 4, 12.5% | ||
High-school diploma or equivalent | 24, 31.5% | 6, 18.8% | ||
Associate/vocational training | 18, 24.7% | 7, 21.9% | ||
Undergraduate/technical school certificate | 18, 24.7% | 9, 25.0% | ||
Graduate and above (e.g., diploma, Master’s, PhD) | 12, 16.4% | 7, 21.9% | ||
Job (n, %) | ||||
Job loss | 5, 6.8% | 3, 9.4% | ||
No job loss | 69, 93.2% | 30, 90.6% | ||
Residence (n, %) | ||||
Residence loss | 11, 15.1% | 7, 21.9% | ||
No residence loss | 63, 84.9% | 26, 78.1% | ||
Evacuation (n, %) | ||||
Yes | 47, 64.4% | 5, 15.6% | ||
No | 27, 35.6% | 28, 84.4% | ||
Pre-disaster residence damage (M, SD) | 0.90, 1.45 | 1.59, 1.34 | ||
Property damage (M, SD) | 1.00, 1.42 | 1.38, 1.43 | ||
Material TIS (M, SD) | 2.49, 1.15 | 2.99, 0.94 | ||
Psychological TIS (M, SD) | 3.53, 1.16 | 3.93, 0.74 | ||
Depression (M, SD) | 9.77, 6.23 | 9.72, 6.51 | ||
Anxiety (M, SD) | 7.74, 5.87 | 8.50, 5.75 | ||
Stress (M, SD) | 12.41, 6.22 | 11.94, 5.30 | ||
PTSD (M, SD) | 13.64, 9.05 | 15.44, 7.58 | ||
Feeling abandoned—Community (M, SD) | 1.05, 1.27 | 1.06, 1.06 | ||
Feeling abandoned—Govt (M, SD) | 2.38, 1.54 | 2.66, 1.21 |
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BC-Fire | Germany-Flood | |||
---|---|---|---|---|
Wave 1 | Wave 2 | Wave 1 | Wave 2 | |
Age (M, SD) | 54.12, 12.97 | 55.21, 13.07 | 48.02, 11.97 | 49.41, 11.65 |
Gender (n, %) | ||||
Female | 41, 85.4% | 33, 80.5% | ||
Male | 7, 14.6% | 8, 19.5% | ||
Education Level (n, %) | ||||
Less than high-school/ middle-school leaving certificate/lower-secondary-school leaving certificate/no school leaving certificate | 2, 4.2% | 6, 14.6% | ||
High-school diploma or equivalent | 11, 22.9% | 8, 19.5% | ||
Associate/vocational training | 9, 18.8% | 10, 24.4% | ||
Undergraduate/technical school certificate | 14, 29.2% | 7, 17.1% | ||
Graduate and above (e.g., diploma, Master’s, PhD) | 12, 25.0% | 10, 24.4% | ||
Job (n, %) | ||||
Job loss | 4, 8.3% | 5, 10.4% | 4, 9.8% | 7, 17.1% |
No job loss | 44, 91.7% | 43, 89.6% | 37, 90.2% | 34, 82.9% |
Residence (n, %) | ||||
Residence loss | 7, 14.6% | 7, 17.1% | ||
No residence loss | 41, 85.4% | 34, 82.9% | ||
Evacuation (n, %) | ||||
Yes | 28, 58.3% | 11, 26.8% | ||
No | 20, 41.7% | 30, 73.2% |
BC-Fire (n = 48) | Germany-Flood (n = 41) | |||||
---|---|---|---|---|---|---|
Wave 1 | Wave 2 | Wave 1 | Wave 2 | |||
M, SD | M, SD | t | M, SD | M, SD | t | |
Material TIS | 2.59, 1.24 | 2.59, 1.22 | 0.02 | 3.24, 0.99 | 3.00, 0.99 | 2.68 * |
Psychological TIS | 3.58, 1.02 | 3.23, 1.20 | 2.10 * | 4.15, 0.74 | 3.79, 0.83 | 2.64 * |
Depression | 7.98, 5.02 | 6.23, 6.02 | 2.91 ** | 9.51, 5.36 | 9.32, 6.50 | 0.23 |
Anxiety | 7.00, 5.02 | 5.83, 5.08 | 2.54 * | 8.58, 5.22 | 7.51, 6.00 | 1.43 |
Stress | 11.35, 5.75 | 9.58, 6.54 | 2.46 * | 11.56, 4.66 | 12.51, 6.12 | −1.21 |
PTSD | 12.25, 9.46 | 11.27, 9.30 | 1.29 | 16.05, 8.31 | 15.44, 8.30 | 0.64 |
Feeling abandoned—Community | 1.17, 1.28 | 0.96, 1.24 | 1.53 | 1.17, 1.39 | 1.02, 1.23 | 0.80 |
Feeling abandoned—Govt | 2.37, 1.54 | 2.00, 1.71 | 2.24 * | 2.93, 1.10 | 2.76, 1.36 | 1.27 |
Residence damage | 0.98, 1.43 | 0.85, 1.43 | 1.52 | 2.17, 1.20 | 2.22, 1.21 | −0.57 |
Property damage | 0.94, 1.42 | 0.87, 1.41 | 0.53 | 2.36, 1.48 | 2.12, 1.42 | 1.15 |
Wave 1 | Wave 2 | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
B (SE) | β | R2 | ∆R2 | F | B (SE) | β | R2 | ∆R2 | F | |
Depression | 0.28 | 6.30 *** | 0.42 | 11.97 *** | ||||||
Step 1: Control variable | 0.02 | 0.06 * | ||||||||
Location—disaster | 0.31 (1.11) | 0.03 | 1.21 (1.12) | 0.09 | ||||||
Step 2: TIS subscale | 0.17 *** | 0.35 *** | ||||||||
Material TIS | −0.30 (0.53) | −0.06 | 0.23 (0.57) | 0.04 | ||||||
Psychological TIS | 2.02 (0.66) | 0.34 ** | 3.43 (0.66) | 0.58 *** | ||||||
Step 3: Feeling abandoned | 0.09 ** | 0.01 | ||||||||
Community | 1.11 (0.42) | 0.26 * | 0.60 (0.47) | 0.12 | ||||||
Government | 0.47 (0.44) | 0.12 | −0.24 (0.40) | −0.06 | ||||||
Anxiety | 0.16 | 3.11 * | 0.29 | 6.68 *** | ||||||
Step 1: Control variable | 0.02 | 0.02 | ||||||||
Location—disaster | 0.59 (1.11) | 0.06 | 0.23 (1.08) | 0.02 | ||||||
Step 2: TIS subscale | 0.10 ** | 0.26 *** | ||||||||
Material TIS | 0.36 (0.52) | 0.08 | 0.21 (0.55) | 0.04 | ||||||
Psychological TIS | 1.35 (0.66) | 0.25 * | 2.44 (0.63) | 0.47 *** | ||||||
Step 3: Feeling abandoned | 0.03 | 0.01 | ||||||||
Community | 0.70 (0.42) | 0.18 | 0.45 (0.45) | 0.10 | ||||||
Government | −0.02 (0.44) | −0.01 | −0.05 (0.39) | −0.02 | ||||||
Stress | 0.16 | 3.21 * | 0.39 | 10.81 *** | ||||||
Step 1: Control variable | 0.00 | 0.05 * | ||||||||
Location—disaster | −0.40 (1.13) | −0.04 | 0.80 (1.16) | 0.06 | ||||||
Step 2: TIS subscale | 0.09 * | 0.34 *** | ||||||||
Material TIS | −0.46 (0.53) | −0.10 | −0.18 (0.59) | −0.03 | ||||||
Psychological TIS | 1.45 (0.67) | 0.26 * | 3.52 (0.68) | 0.59 *** | ||||||
Step 3: Feeling abandoned | 0.07 * | 0.00 | ||||||||
Community | 1.07 (0.43) | 0.27 * | 0.01 (0.48) | 0.00 | ||||||
Government | 0.14 (0.45) | 0.04 | 0.29 (0.42) | 0.07 | ||||||
PTSD | 0.34 | 8.58 *** | 0.49 | 16.16 *** | ||||||
Step 1: Control variable | 0.04 * | 0.05 * | ||||||||
Location—disaster | 0.85 (1.73) | 0.05 | 1.65 (1.48) | 0.09 | ||||||
Step 2: TIS subscale | 0.24 *** | 0.38 *** | ||||||||
Material TIS | 1.54 (0.82) | 0.20 | 1.38 (0.75) | 0.17 | ||||||
Psychological TIS | 2.94 (1.03) | 0.30 ** | 4.76 (0.87) | 0.57 *** | ||||||
Step 3: Feeling abandoned | 0.06 * | 0.06 * | ||||||||
Community | 1.48 (0.66) | 0.22 * | 1.42 (0.61) | 0.19 * | ||||||
Government | 0.49 (0.69) | 0.08 | −1.10 (0.53) | −0.19 * |
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Heanoy, E.Z.; Nicoladis, E.; Habermas, T.; Brown, N.R. Long-Term Transitional Impact and Mental-Health Consequences of Natural Disasters: A Multi-Site Study. Psychol. Int. 2025, 7, 49. https://doi.org/10.3390/psycholint7020049
Heanoy EZ, Nicoladis E, Habermas T, Brown NR. Long-Term Transitional Impact and Mental-Health Consequences of Natural Disasters: A Multi-Site Study. Psychology International. 2025; 7(2):49. https://doi.org/10.3390/psycholint7020049
Chicago/Turabian StyleHeanoy, Eamin Z., Elena Nicoladis, Tilmann Habermas, and Norman R. Brown. 2025. "Long-Term Transitional Impact and Mental-Health Consequences of Natural Disasters: A Multi-Site Study" Psychology International 7, no. 2: 49. https://doi.org/10.3390/psycholint7020049
APA StyleHeanoy, E. Z., Nicoladis, E., Habermas, T., & Brown, N. R. (2025). Long-Term Transitional Impact and Mental-Health Consequences of Natural Disasters: A Multi-Site Study. Psychology International, 7(2), 49. https://doi.org/10.3390/psycholint7020049