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. 2024 Oct 7;14:23305. doi: 10.1038/s41598-024-73886-8

Table 2.

Modelling of emergency responder claims for injury/diseases that arose during periods of extreme bushfires vs. all other claims.

Univariate Multivariable:
Sociodemographic factors
Occupation
Injury/disease
Claim type
Multivariable:
Sociodemographic factors
Occupation
Cause/mechanism
Claim type
OR [95% CI] OR [95% CI] OR [95% CI]
Worker factors
Age at injury
< 25 yrs 1.28 [0.94, 1.73] 1.14 [0.83, 1.56] 1.17 [0.86, 1.61]
25–34 yrs 1.13 [0.95, 1.33] 1.12 [0.94, 1.33] 1.13 [0.95, 1.35]
35–44 yrs 1[REF] 1 [REF] 1[REF]
45–54 yrs 1.11 [0.94 , 1.30] 1.10 [0.93, 1.29] 1.09 [0.92, 1.29]
≥ 55 yrs 1.60 [1.32, 1.92]* 1.58 [1.30, 1.93]* 1.58 [1.30, 1.92]*
Sex
Male 1[REF] 1 [REF] 1[REF]
Female 1.00 [0.87, 1.14] 1.09 [0.94, 1.27] 1.08 [0.93, 1.26]
Regionality
Major Cities 1[REF] 1 [REF] 1[REF]
Inner Regional 1.17 [1.03, 1.34]* 1.14 [0.98, 1.32] 1.14 [0.99, 1.33]
Outer Regional/Remote 1.18 [0.93, 1.49] 1.03 [0.79, 1.34] 1.03 [0.79, 1.35]
Socio-economic Index for Area
Quintile 1 1.13 [0.89, 1.42] 0.94 [0.73, 1.21] 0.94 [0.72, 1.21]
Quintile 2 1.14 [0.93, 1.39] 1.00 [0.80, 1.25] 1.00 [0.80, 1.25]
Quintile 3 1.03 [0.87, 1.23] 0.94 [0.79, 1.14] 0.95 [0.79, 1.14]
Quintile 4 1.18 [1.00, 1.38] 1.15 [0.98, 1.36] 1.14 [0.97, 1.34]
Quintile 5 1[REF] 1 [REF] 1[REF]
Work factors
Occupation
Ambulance officers and paramedics 0.93 [0.81, 1.08] 0.91 [0.78, 1.07] 0.92 [0.78, 1.08]
Police officers 1[REF] 1 [REF] 1[REF]
Firefighters 1.25 [1.08, 1.45]* 1.19 [1.01, 1.40]* 1.19 [1.02, 1.40]*
Injury/disease factors
Reported season of onset
Summer 8.97 [7.81, 10.29]* 8.94 [7.79, 10.26]* 8.92 [7.77, 10.24]*
Autumn, winter, spring 1[REF] 1 [REF] 1[REF]
Cause^
Falls, slips and trips 1[REF] 1[REF]
Hitting object 0.98 [0.67, 1.43] 1.04 [0.71, 1.53]
Being hit by moving object 0.98 [0.76, 1.26] 1.00 [0.77, 1.30]
Sound and pressure 0.82 [0.45, 1.49] 0.68 [0.36, 1.28]
Body stressing 1.04 [0.86, 1.26] 1.15 [0.95, 1.40]
Heat, radiation and electricity 3.17 [2.07, 4.86]* 1.95 [1.26, 3.03]*
Chemicals and substances 1.16 [0.78, 1.73] 1.05 [0.70, 1.58]
Biological 0.60 [0.36, 0.99] 0.72 [0.43, 1.21]
Mental 1.66 [1.35, 2.04]* 1.65 [1.32, 2.05]*
Other 0.85 [0.62, 1.18] 0.79 [0.57, 1.10]
Injury/disease type^
Intracranial Injuries 2.87 [1.63, 5.06]* 3.04 [1.69, 5.48]*
Fractures 1.13 [0.77, 1.66] 1.17 [0.79, 1.73]
Wounds 1[REF] 1 [REF]
Burns 1.62 [0.72, 3.63] 1.33 [0.58, 3.03]
Other injuries 1.24 [0.87, 1.75] 1.15 [0.81, 1.63]
Traumatic joint, ligament, muscle tendon 0.95 [0.74, 1.21] 1.04 [0.81, 1.33]
Musculoskeletal system 1.01 [0.81, 1.25 1.09 [0.87, 1.37]
Mental disorders 1.62 [1.29, 2.04]* 1.61 [1.25, 2.07]*
Digestive system 1.58 [0.91, 2.77] 1.60 [0.89, 2.85]
Skin and subcutaneous tissue 0.85 [0.29, 2.51] 0.76 [0.26, 2.27]
Nervous or sensory organs 1.09 [0.67, 1.75] 0.97 [0.59, 1.60]
Respiratory system 1.83 [0.89, 3.73] 1.97 [0.94, 4.11]
Circulatory system 0.75 [0.21, 2.66] 0.68 [0.19, 2.45]
Infections and parasites 2.65 [1.42, 4.96]* 3.11 [1.61, 5.98]*
Neoplasm Cancer 1.69 [0.91, 3.15] 1.12 [0.58, 2.16]
Other diseases 0.92 [0.35, 2.38] 0.80 [0.30, 2.09]
Other claims/missing 0.22 [0.09, 0.57]* 0.25 [0.10, 0.63]*
Claim factors
Medical only claims 0.83 [0.72, 0.95]* 0.86 [0.74, 1.01] 0.88 [0.76, 1.03]
Claim type
Minor claim 0.80 [0.70, 0.91]* 0.94 [0.81, 1.09] 0.91 [0.78, 1.05]
Standard claim 1[REF] 1 [REF] 1[REF]

^Cause and injury/disease type are entered into separate models to prevent multicollinearity, OR; Odds ratio, 95% CI; 95% confidence interval, *; p < 0.05 or p < 0.0001 (Statistically significant).