WWS Indonesia: Weather Preparedness and Warning Analysis
Overview
This report produces univariate stacked bar charts and binary logistic regression summaries for the WWS Indonesia alphanumeric dataset.
The analysis uses the original alphanumeric response labels for categorical descriptives. For binary logistic regressions, preparedness and barrier outcomes are coded as follows:
WE6andWE7:Yes = 1;No,Not sure, andNot applicable = 0.WE8: these are speed/ability responses rather than Yes/No responses, so the report codes any concrete action time as1andUnable to do itas0.WE9: selected barrier text is coded1; blank/unselected is coded0.
##
## Saved univariate plots to: outputs/plots
## Saved tables to: outputs
##
## Reference categories used in the models:
## - Gender: Female
## - Income: < Rp 2,000,000
## - Education: Non-university
## - Caring responsibilities: No caring responsibility
## - Urbanicity: Urban
## - Region: Java
##
##
##
## |Outcome variable |Outcome / model |Significant predictor |OR (95% CI) | p-value| N| Events|
## |:----------------|:----------------------------------------------------------------------|:----------------------------------------------|:----------------------|--------:|----:|------:|
## |WE6_1 |Drinking water for 3 days |Urbanicity: Rural |0.701 [0.511, 0.966] | 2.86e-02| 1212| 939|
## |WE6_1 |Drinking water for 3 days |Urbanicity: Other / prefer not to answer |0.321 [0.149, 0.698] | 3.64e-03| 1212| 939|
## |WE6_1 |Drinking water for 3 days |Region: Sumatra |0.692 [0.508, 0.943] | 1.96e-02| 1212| 939|
## |WE6_2 |Non-perishable food for 3 days (for example: instant noodles, biscu... |Income: Rp 10,000,000 - Rp 20,000,000 |1.901 [1.058, 3.41] | 3.10e-02| 1212| 948|
## |WE6_2 |Non-perishable food for 3 days (for example: instant noodles, biscu... |Region: Sumatra |0.638 [0.468, 0.868] | 4.20e-03| 1212| 948|
## |WE6_3 |Flashlight / headlamp / candles / matches |Gender: Male |1.453 [1.041, 2.037] | 2.87e-02| 1212| 1038|
## |WE6_3 |Flashlight / headlamp / candles / matches |Income: > Rp 20,000,000 |3.844 [1.507, 11.218] | 7.61e-03| 1212| 1038|
## |WE6_3 |Flashlight / headlamp / candles / matches |Income: Rp 10,000,000 - Rp 20,000,000 |2.471 [1.264, 4.826] | 7.88e-03| 1212| 1038|
## |WE6_3 |Flashlight / headlamp / candles / matches |Income: Rp 5,000,000 - Rp 10,000,000 |1.861 [1.038, 3.275] | 3.34e-02| 1212| 1038|
## |WE6_4 |Power bank / batteries |Gender: Male |1.374 [1.062, 1.781] | 1.58e-02| 1212| 854|
## |WE6_4 |Power bank / batteries |Urbanicity: Rural |0.742 [0.553, 0.998] | 4.77e-02| 1212| 854|
## |WE6_5 |Radio / mobile phone |Gender: Male |1.494 [1.084, 2.067] | 1.47e-02| 1212| 1024|
## |WE6_6 |First-aid kit |Income: > Rp 20,000,000 |3.59 [1.741, 7.843] | 8.10e-04| 1212| 857|
## |WE6_6 |First-aid kit |Income: Rp 10,000,000 - Rp 20,000,000 |2.238 [1.32, 3.8] | 2.79e-03| 1212| 857|
## |WE6_7 |Important documents (diplomas, land certificates, etc.) |Education: University |1.594 [1.057, 2.424] | 2.74e-02| 1212| 1085|
## |WE6_7 |Important documents (diplomas, land certificates, etc.) |Urbanicity: Other / prefer not to answer |0.353 [0.152, 0.895] | 1.96e-02| 1212| 1085|
## |WE6_8 |Cash |Income: > Rp 20,000,000 |2.403 [1.158, 5.22] | 2.17e-02| 1212| 936|
## |WE6_8 |Cash |Income: Prefer not to answer |3.869 [1.369, 13.962] | 1.94e-02| 1212| 936|
## |WE6_8 |Cash |Income: Rp 10,000,000 - Rp 20,000,000 |2.055 [1.172, 3.601] | 1.17e-02| 1212| 936|
## |WE6_8 |Cash |Region: Sulawesi |2.412 [1.176, 5.628] | 2.56e-02| 1212| 936|
## |WE6_9 |Toiletries |Urbanicity: Other / prefer not to answer |0.401 [0.183, 0.921] | 2.54e-02| 1212| 1000|
## |WE6_10 |Whistle |Income: Rp 2,000,000 - Rp 5,000,000 |0.51 [0.327, 0.797] | 3.02e-03| 1212| 416|
## |WE6_10 |Whistle |Caring responsibilities: Caring responsibility |1.739 [1.281, 2.386] | 4.79e-04| 1212| 416|
## |WE6_10 |Whistle |Region: Sulawesi |0.525 [0.281, 0.933] | 3.42e-02| 1212| 416|
## |WE6_11 |Mask |Urbanicity: Rural |0.631 [0.461, 0.867] | 4.26e-03| 1212| 943|
## |WE6_11 |Mask |Region: Sumatra |0.723 [0.532, 0.984] | 3.87e-02| 1212| 943|
## |WE7_1 |Personal medicines / prescriptions |Income: Rp 10,000,000 - Rp 20,000,000 |1.943 [1.138, 3.313] | 1.46e-02| 1211| 853|
## |WE7_1 |Personal medicines / prescriptions |Caring responsibilities: Caring responsibility |1.466 [1.092, 1.961] | 1.04e-02| 1211| 853|
## |WE7_1 |Personal medicines / prescriptions |Region: Sumatra |0.659 [0.497, 0.874] | 3.78e-03| 1211| 853|
## |WE7_2 |Supplies for babies/toddlers (milk, diapers, etc.) |Income: > Rp 20,000,000 |2.551 [1.345, 4.89] | 4.39e-03| 1208| 510|
## |WE7_2 |Supplies for babies/toddlers (milk, diapers, etc.) |Caring responsibilities: Caring responsibility |5.999 [4.196, 8.78] | 0.00e+00| 1208| 510|
## |WE7_2 |Supplies for babies/toddlers (milk, diapers, etc.) |Urbanicity: Other / prefer not to answer |0.327 [0.105, 0.847] | 3.18e-02| 1208| 510|
## |WE7_2 |Supplies for babies/toddlers (milk, diapers, etc.) |Region: Maluku & Papua |2.323 [1.017, 5.521] | 4.91e-02| 1208| 510|
## |WE7_2 |Supplies for babies/toddlers (milk, diapers, etc.) |Region: Sumatra |0.707 [0.535, 0.933] | 1.44e-02| 1208| 510|
## |WE7_3 |Special supplies for older adults / people with disabilities |Income: > Rp 20,000,000 |1.923 [1.023, 3.643] | 4.33e-02| 1205| 444|
## |WE7_3 |Special supplies for older adults / people with disabilities |Caring responsibilities: Caring responsibility |5.079 [3.525, 7.507] | 0.00e+00| 1205| 444|
## |WE8_1 |Leave home to evacuate from a threat, such as flooding or landslides |Gender: Male |0.297 [0.082, 0.867] | 3.86e-02| 1211| 1193|
## |WE8_2 |Gather emergency supplies (emergency go-bag) if electricity or wate... |Urbanicity: Other / prefer not to answer |0.149 [0.036, 0.815] | 1.41e-02| 1211| 1193|
## |WE8_5 |Secure belongings (for example, move items to a higher place) |Education: University |2.844 [1.232, 7.1] | 1.82e-02| 1211| 1180|
## |WE9_1 |My job does not allow me to go home early or work from home (WFH) |Age |0.964 [0.951, 0.977] | 2.00e-07| 1212| 320|
## |WE9_1 |My job does not allow me to go home early or work from home (WFH) |Gender: Male |1.382 [1.057, 1.81] | 1.83e-02| 1212| 320|
## |WE9_1 |My job does not allow me to go home early or work from home (WFH) |Income: Prefer not to answer |0.294 [0.102, 0.739] | 1.40e-02| 1212| 320|
## |WE9_1 |My job does not allow me to go home early or work from home (WFH) |Income: Rp 2,000,000 - Rp 5,000,000 |0.504 [0.315, 0.81] | 4.41e-03| 1212| 320|
## |WE9_1 |My job does not allow me to go home early or work from home (WFH) |Caring responsibilities: Caring responsibility |1.444 [1.035, 2.04] | 3.37e-02| 1212| 320|
## |WE9_2 |Work demands require me to stay active outdoors / in extreme heat /... |Gender: Male |1.642 [1.268, 2.131] | 1.77e-04| 1212| 345|
## |WE9_2 |Work demands require me to stay active outdoors / in extreme heat /... |Caring responsibilities: Caring responsibility |1.548 [1.124, 2.158] | 8.58e-03| 1212| 345|
## |WE9_3 |Difficulty evacuating because I do not have a private vehicle and d... |Income: Rp 10,000,000 - Rp 20,000,000 |0.535 [0.324, 0.881] | 1.39e-02| 1212| 363|
## |WE9_3 |Difficulty evacuating because I do not have a private vehicle and d... |Income: Rp 2,000,000 - Rp 5,000,000 |0.525 [0.339, 0.816] | 4.01e-03| 1212| 363|
## |WE9_3 |Difficulty evacuating because I do not have a private vehicle and d... |Income: Rp 5,000,000 - Rp 10,000,000 |0.479 [0.306, 0.75] | 1.26e-03| 1212| 363|
## |WE9_4 |Difficulty evacuating quickly because I must care for vulnerable fa... |Caring responsibilities: Caring responsibility |4.304 [2.972, 6.405] | 0.00e+00| 1212| 398|
## |WE9_4 |Difficulty evacuating quickly because I must care for vulnerable fa... |Urbanicity: Other / prefer not to answer |0.25 [0.058, 0.739] | 2.66e-02| 1212| 398|
## |WE9_5 |Difficulty cooling the home during very hot weather (for example, n... |Region: Kalimantan |2.214 [1.275, 3.803] | 4.18e-03| 1212| 315|
## |WE9_6 |Difficulty finding a safe and suitable assembly point or emergency ... |Income: Rp 2,000,000 - Rp 5,000,000 |0.63 [0.404, 0.989] | 4.29e-02| 1212| 422|
## |WE9_6 |Difficulty finding a safe and suitable assembly point or emergency ... |Education: University |1.316 [1.014, 1.709] | 3.91e-02| 1212| 422|
## |WE9_7 |Feeling reluctant/uncomfortable cancelling a family visit or event ... |Age |0.955 [0.933, 0.976] | 6.21e-05| 1212| 109|
## |WE9_7 |Feeling reluctant/uncomfortable cancelling a family visit or event ... |Gender: Male |1.986 [1.3, 3.076] | 1.74e-03| 1212| 109|
## |WE9_7 |Feeling reluctant/uncomfortable cancelling a family visit or event ... |Education: University |2.626 [1.645, 4.257] | 6.63e-05| 1212| 109|
## |WE9_7 |Feeling reluctant/uncomfortable cancelling a family visit or event ... |Region: Kalimantan |3.344 [1.511, 6.956] | 1.78e-03| 1212| 109|
## |WE9_8 |Physical or mobility limitations that prevent me from getting to sa... |Income: > Rp 20,000,000 |0.138 [0.021, 0.525] | 1.12e-02| 1212| 141|
## |WE9_8 |Physical or mobility limitations that prevent me from getting to sa... |Caring responsibilities: Caring responsibility |1.993 [1.233, 3.38] | 7.05e-03| 1212| 141|
## |WE9_9 |Concern that my home will be burgled or looted if I leave windows o... |Gender: Male |1.421 [1.116, 1.813] | 4.50e-03| 1212| 443|
## |WE9_9 |Concern that my home will be burgled or looted if I leave windows o... |Urbanicity: Rural |0.727 [0.541, 0.972] | 3.24e-02| 1212| 443|
## |WE9_9 |Concern that my home will be burgled or looted if I leave windows o... |Urbanicity: Other / prefer not to answer |0.355 [0.117, 0.881] | 3.98e-02| 1212| 443|
## |WE9_9 |Concern that my home will be burgled or looted if I leave windows o... |Region: Sumatra |1.394 [1.067, 1.821] | 1.49e-02| 1212| 443|
## |WE9_10 |No energy or help from others to move/secure valuables |Income: Prefer not to answer |2.405 [1.004, 5.642] | 4.49e-02| 1212| 273|
## |WE9_10 |No energy or help from others to move/secure valuables |Region: Sulawesi |2.094 [1.209, 3.566] | 7.16e-03| 1212| 273|
## |WE9_11 |Other (please specify) |Region: Maluku & Papua |11.216 [2.699, 40.978] | 3.62e-04| 1212| 27|Univariate statistics
The figures below show stacked response distributions. Measure names are shortened so that individual items remain legible.
Model summaries
The table below includes only predictors that are statistically
significant at p < .05 in each binary logistic
regression model. Odds ratios above 1 indicate higher odds of the
outcome; odds ratios below 1 indicate lower odds.
Reference categories used in the models:
- Gender: Female
- Income: < Rp 2,000,000
- Education: Non-university
- Caring responsibilities: No caring responsibility
- Urbanicity: Urban
- Region: Java
| Outcome variable | Outcome / model | Significant predictor | OR (95% CI) | p-value | N | Events |
|---|---|---|---|---|---|---|
| WE6_1 | Drinking water for 3 days | Urbanicity: Rural | 0.701 [0.511, 0.966] | 2.86e-02 | 1212 | 939 |
| WE6_1 | Drinking water for 3 days | Urbanicity: Other / prefer not to answer | 0.321 [0.149, 0.698] | 3.64e-03 | 1212 | 939 |
| WE6_1 | Drinking water for 3 days | Region: Sumatra | 0.692 [0.508, 0.943] | 1.96e-02 | 1212 | 939 |
| WE6_2 | Non-perishable food for 3 days (for example: instant noodles, biscu… | Income: Rp 10,000,000 - Rp 20,000,000 | 1.901 [1.058, 3.41] | 3.10e-02 | 1212 | 948 |
| WE6_2 | Non-perishable food for 3 days (for example: instant noodles, biscu… | Region: Sumatra | 0.638 [0.468, 0.868] | 4.20e-03 | 1212 | 948 |
| WE6_3 | Flashlight / headlamp / candles / matches | Gender: Male | 1.453 [1.041, 2.037] | 2.87e-02 | 1212 | 1038 |
| WE6_3 | Flashlight / headlamp / candles / matches | Income: > Rp 20,000,000 | 3.844 [1.507, 11.218] | 7.61e-03 | 1212 | 1038 |
| WE6_3 | Flashlight / headlamp / candles / matches | Income: Rp 10,000,000 - Rp 20,000,000 | 2.471 [1.264, 4.826] | 7.88e-03 | 1212 | 1038 |
| WE6_3 | Flashlight / headlamp / candles / matches | Income: Rp 5,000,000 - Rp 10,000,000 | 1.861 [1.038, 3.275] | 3.34e-02 | 1212 | 1038 |
| WE6_4 | Power bank / batteries | Gender: Male | 1.374 [1.062, 1.781] | 1.58e-02 | 1212 | 854 |
| WE6_4 | Power bank / batteries | Urbanicity: Rural | 0.742 [0.553, 0.998] | 4.77e-02 | 1212 | 854 |
| WE6_5 | Radio / mobile phone | Gender: Male | 1.494 [1.084, 2.067] | 1.47e-02 | 1212 | 1024 |
| WE6_6 | First-aid kit | Income: > Rp 20,000,000 | 3.59 [1.741, 7.843] | 8.10e-04 | 1212 | 857 |
| WE6_6 | First-aid kit | Income: Rp 10,000,000 - Rp 20,000,000 | 2.238 [1.32, 3.8] | 2.79e-03 | 1212 | 857 |
| WE6_7 | Important documents (diplomas, land certificates, etc.) | Education: University | 1.594 [1.057, 2.424] | 2.74e-02 | 1212 | 1085 |
| WE6_7 | Important documents (diplomas, land certificates, etc.) | Urbanicity: Other / prefer not to answer | 0.353 [0.152, 0.895] | 1.96e-02 | 1212 | 1085 |
| WE6_8 | Cash | Income: > Rp 20,000,000 | 2.403 [1.158, 5.22] | 2.17e-02 | 1212 | 936 |
| WE6_8 | Cash | Income: Prefer not to answer | 3.869 [1.369, 13.962] | 1.94e-02 | 1212 | 936 |
| WE6_8 | Cash | Income: Rp 10,000,000 - Rp 20,000,000 | 2.055 [1.172, 3.601] | 1.17e-02 | 1212 | 936 |
| WE6_8 | Cash | Region: Sulawesi | 2.412 [1.176, 5.628] | 2.56e-02 | 1212 | 936 |
| WE6_9 | Toiletries | Urbanicity: Other / prefer not to answer | 0.401 [0.183, 0.921] | 2.54e-02 | 1212 | 1000 |
| WE6_10 | Whistle | Income: Rp 2,000,000 - Rp 5,000,000 | 0.51 [0.327, 0.797] | 3.02e-03 | 1212 | 416 |
| WE6_10 | Whistle | Caring responsibilities: Caring responsibility | 1.739 [1.281, 2.386] | 4.79e-04 | 1212 | 416 |
| WE6_10 | Whistle | Region: Sulawesi | 0.525 [0.281, 0.933] | 3.42e-02 | 1212 | 416 |
| WE6_11 | Mask | Urbanicity: Rural | 0.631 [0.461, 0.867] | 4.26e-03 | 1212 | 943 |
| WE6_11 | Mask | Region: Sumatra | 0.723 [0.532, 0.984] | 3.87e-02 | 1212 | 943 |
| WE7_1 | Personal medicines / prescriptions | Income: Rp 10,000,000 - Rp 20,000,000 | 1.943 [1.138, 3.313] | 1.46e-02 | 1211 | 853 |
| WE7_1 | Personal medicines / prescriptions | Caring responsibilities: Caring responsibility | 1.466 [1.092, 1.961] | 1.04e-02 | 1211 | 853 |
| WE7_1 | Personal medicines / prescriptions | Region: Sumatra | 0.659 [0.497, 0.874] | 3.78e-03 | 1211 | 853 |
| WE7_2 | Supplies for babies/toddlers (milk, diapers, etc.) | Income: > Rp 20,000,000 | 2.551 [1.345, 4.89] | 4.39e-03 | 1208 | 510 |
| WE7_2 | Supplies for babies/toddlers (milk, diapers, etc.) | Caring responsibilities: Caring responsibility | 5.999 [4.196, 8.78] | 0.00e+00 | 1208 | 510 |
| WE7_2 | Supplies for babies/toddlers (milk, diapers, etc.) | Urbanicity: Other / prefer not to answer | 0.327 [0.105, 0.847] | 3.18e-02 | 1208 | 510 |
| WE7_2 | Supplies for babies/toddlers (milk, diapers, etc.) | Region: Maluku & Papua | 2.323 [1.017, 5.521] | 4.91e-02 | 1208 | 510 |
| WE7_2 | Supplies for babies/toddlers (milk, diapers, etc.) | Region: Sumatra | 0.707 [0.535, 0.933] | 1.44e-02 | 1208 | 510 |
| WE7_3 | Special supplies for older adults / people with disabilities | Income: > Rp 20,000,000 | 1.923 [1.023, 3.643] | 4.33e-02 | 1205 | 444 |
| WE7_3 | Special supplies for older adults / people with disabilities | Caring responsibilities: Caring responsibility | 5.079 [3.525, 7.507] | 0.00e+00 | 1205 | 444 |
| WE8_1 | Leave home to evacuate from a threat, such as flooding or landslides | Gender: Male | 0.297 [0.082, 0.867] | 3.86e-02 | 1211 | 1193 |
| WE8_2 | Gather emergency supplies (emergency go-bag) if electricity or wate… | Urbanicity: Other / prefer not to answer | 0.149 [0.036, 0.815] | 1.41e-02 | 1211 | 1193 |
| WE8_5 | Secure belongings (for example, move items to a higher place) | Education: University | 2.844 [1.232, 7.1] | 1.82e-02 | 1211 | 1180 |
| WE9_1 | My job does not allow me to go home early or work from home (WFH) | Age | 0.964 [0.951, 0.977] | 2.00e-07 | 1212 | 320 |
| WE9_1 | My job does not allow me to go home early or work from home (WFH) | Gender: Male | 1.382 [1.057, 1.81] | 1.83e-02 | 1212 | 320 |
| WE9_1 | My job does not allow me to go home early or work from home (WFH) | Income: Prefer not to answer | 0.294 [0.102, 0.739] | 1.40e-02 | 1212 | 320 |
| WE9_1 | My job does not allow me to go home early or work from home (WFH) | Income: Rp 2,000,000 - Rp 5,000,000 | 0.504 [0.315, 0.81] | 4.41e-03 | 1212 | 320 |
| WE9_1 | My job does not allow me to go home early or work from home (WFH) | Caring responsibilities: Caring responsibility | 1.444 [1.035, 2.04] | 3.37e-02 | 1212 | 320 |
| WE9_2 | Work demands require me to stay active outdoors / in extreme heat /… | Gender: Male | 1.642 [1.268, 2.131] | 1.77e-04 | 1212 | 345 |
| WE9_2 | Work demands require me to stay active outdoors / in extreme heat /… | Caring responsibilities: Caring responsibility | 1.548 [1.124, 2.158] | 8.58e-03 | 1212 | 345 |
| WE9_3 | Difficulty evacuating because I do not have a private vehicle and d… | Income: Rp 10,000,000 - Rp 20,000,000 | 0.535 [0.324, 0.881] | 1.39e-02 | 1212 | 363 |
| WE9_3 | Difficulty evacuating because I do not have a private vehicle and d… | Income: Rp 2,000,000 - Rp 5,000,000 | 0.525 [0.339, 0.816] | 4.01e-03 | 1212 | 363 |
| WE9_3 | Difficulty evacuating because I do not have a private vehicle and d… | Income: Rp 5,000,000 - Rp 10,000,000 | 0.479 [0.306, 0.75] | 1.26e-03 | 1212 | 363 |
| WE9_4 | Difficulty evacuating quickly because I must care for vulnerable fa… | Caring responsibilities: Caring responsibility | 4.304 [2.972, 6.405] | 0.00e+00 | 1212 | 398 |
| WE9_4 | Difficulty evacuating quickly because I must care for vulnerable fa… | Urbanicity: Other / prefer not to answer | 0.25 [0.058, 0.739] | 2.66e-02 | 1212 | 398 |
| WE9_5 | Difficulty cooling the home during very hot weather (for example, n… | Region: Kalimantan | 2.214 [1.275, 3.803] | 4.18e-03 | 1212 | 315 |
| WE9_6 | Difficulty finding a safe and suitable assembly point or emergency … | Income: Rp 2,000,000 - Rp 5,000,000 | 0.63 [0.404, 0.989] | 4.29e-02 | 1212 | 422 |
| WE9_6 | Difficulty finding a safe and suitable assembly point or emergency … | Education: University | 1.316 [1.014, 1.709] | 3.91e-02 | 1212 | 422 |
| WE9_7 | Feeling reluctant/uncomfortable cancelling a family visit or event … | Age | 0.955 [0.933, 0.976] | 6.21e-05 | 1212 | 109 |
| WE9_7 | Feeling reluctant/uncomfortable cancelling a family visit or event … | Gender: Male | 1.986 [1.3, 3.076] | 1.74e-03 | 1212 | 109 |
| WE9_7 | Feeling reluctant/uncomfortable cancelling a family visit or event … | Education: University | 2.626 [1.645, 4.257] | 6.63e-05 | 1212 | 109 |
| WE9_7 | Feeling reluctant/uncomfortable cancelling a family visit or event … | Region: Kalimantan | 3.344 [1.511, 6.956] | 1.78e-03 | 1212 | 109 |
| WE9_8 | Physical or mobility limitations that prevent me from getting to sa… | Income: > Rp 20,000,000 | 0.138 [0.021, 0.525] | 1.12e-02 | 1212 | 141 |
| WE9_8 | Physical or mobility limitations that prevent me from getting to sa… | Caring responsibilities: Caring responsibility | 1.993 [1.233, 3.38] | 7.05e-03 | 1212 | 141 |
| WE9_9 | Concern that my home will be burgled or looted if I leave windows o… | Gender: Male | 1.421 [1.116, 1.813] | 4.50e-03 | 1212 | 443 |
| WE9_9 | Concern that my home will be burgled or looted if I leave windows o… | Urbanicity: Rural | 0.727 [0.541, 0.972] | 3.24e-02 | 1212 | 443 |
| WE9_9 | Concern that my home will be burgled or looted if I leave windows o… | Urbanicity: Other / prefer not to answer | 0.355 [0.117, 0.881] | 3.98e-02 | 1212 | 443 |
| WE9_9 | Concern that my home will be burgled or looted if I leave windows o… | Region: Sumatra | 1.394 [1.067, 1.821] | 1.49e-02 | 1212 | 443 |
| WE9_10 | No energy or help from others to move/secure valuables | Income: Prefer not to answer | 2.405 [1.004, 5.642] | 4.49e-02 | 1212 | 273 |
| WE9_10 | No energy or help from others to move/secure valuables | Region: Sulawesi | 2.094 [1.209, 3.566] | 7.16e-03 | 1212 | 273 |
| WE9_11 | Other (please specify) | Region: Maluku & Papua | 11.216 [2.699, 40.978] | 3.62e-04 | 1212 | 27 |
Model notes
This table identifies models with no significant predictors or any estimation issues.
| outcome_variable | outcome | n | events | n_sig | note |
|---|---|---|---|---|---|
| WE6_1 | Drinking water for 3 days | 1212 | 939 | 3 | |
| WE6_10 | Whistle | 1212 | 416 | 3 | |
| WE6_11 | Mask | 1212 | 943 | 2 | |
| WE6_2 | Non-perishable food for 3 days (for example: instant noodles, biscu… | 1212 | 948 | 2 | |
| WE6_3 | Flashlight / headlamp / candles / matches | 1212 | 1038 | 4 | |
| WE6_4 | Power bank / batteries | 1212 | 854 | 2 | |
| WE6_5 | Radio / mobile phone | 1212 | 1024 | 1 | |
| WE6_6 | First-aid kit | 1212 | 857 | 2 | |
| WE6_7 | Important documents (diplomas, land certificates, etc.) | 1212 | 1085 | 2 | |
| WE6_8 | Cash | 1212 | 936 | 4 | |
| WE6_9 | Toiletries | 1212 | 1000 | 1 | |
| WE7_1 | Personal medicines / prescriptions | 1211 | 853 | 3 | |
| WE7_2 | Supplies for babies/toddlers (milk, diapers, etc.) | 1208 | 510 | 5 | |
| WE7_3 | Special supplies for older adults / people with disabilities | 1205 | 444 | 2 | |
| WE8_1 | Leave home to evacuate from a threat, such as flooding or landslides | 1211 | 1193 | 1 | |
| WE8_2 | Gather emergency supplies (emergency go-bag) if electricity or wate… | 1211 | 1193 | 1 | |
| WE8_3 | Change or cancel travel plans | 1211 | 1189 | 0 | No predictors significant at p < .05. |
| WE8_4 | Go to an assembly point | 1212 | 1201 | 0 | No predictors significant at p < .05. |
| WE8_5 | Secure belongings (for example, move items to a higher place) | 1211 | 1180 | 1 | |
| WE8_6 | Check on vulnerable family members or neighbors (older adults / sic… | 1207 | 1183 | 0 | No predictors significant at p < .05. |
| WE9_1 | My job does not allow me to go home early or work from home (WFH) | 1212 | 320 | 5 | |
| WE9_10 | No energy or help from others to move/secure valuables | 1212 | 273 | 2 | |
| WE9_11 | Other (please specify) | 1212 | 27 | 1 | |
| WE9_2 | Work demands require me to stay active outdoors / in extreme heat /… | 1212 | 345 | 2 | |
| WE9_3 | Difficulty evacuating because I do not have a private vehicle and d… | 1212 | 363 | 3 | |
| WE9_4 | Difficulty evacuating quickly because I must care for vulnerable fa… | 1212 | 398 | 2 | |
| WE9_5 | Difficulty cooling the home during very hot weather (for example, n… | 1212 | 315 | 1 | |
| WE9_6 | Difficulty finding a safe and suitable assembly point or emergency … | 1212 | 422 | 2 | |
| WE9_7 | Feeling reluctant/uncomfortable cancelling a family visit or event … | 1212 | 109 | 4 | |
| WE9_8 | Physical or mobility limitations that prevent me from getting to sa… | 1212 | 141 | 2 | |
| WE9_9 | Concern that my home will be burgled or looted if I leave windows o… | 1212 | 443 | 4 |
Output files
The script also saves machine-readable outputs:
outputs/univariate_summary_percentages.csvoutputs/all_model_terms_odds_ratios.csvoutputs/significant_predictors_only.csvoutputs/model_notes.csv- Plot files in
outputs/plots/