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Table 11 Mlogit outputs for classification of (1) transport accidents versus (2) a combined category of non-transport accidents, suicides, and homicides

From: A method for reclassifying cause of death in cases categorized as “event of undetermined intent”

  

Male

Female

  

B

SE

p-value

B

SE

p-value

1.

Transport accidents

      

1.0.

 Intercept

1.256

0.093

0.000

1.897

0.214

0.000

1.1.

Knowledge of identity

      

1.1.1.

 Identified person

0.583

0.050

0.000

0.469

0.094

0.000

1.1.2.

 Unidentified person

0 (*)

.

.

0 (*)

.

.

1.2.

Age group

      

1.2.1.

 0–14

0.908

0.086

0.000

0.572

0.163

0.000

1.2.2.

 15–24

0.587

0.076

0.000

0.826

0.155

0.000

1.2.3.

 25–34

0.294

0.075

0.000

0.112

0.153

0.466

1.2.4.

 35–44

0.068

0.074

0.359

−0.012

0.152

0.939

1.2.5.

 45–54

−0.183

0.074

0.014

−0.309

0.152

0.041

1.2.6.

 55–64

−0.335

0.075

0.000

−0.441

0.153

0.004

1.2.7.

 65 and older

−0.047

0.076

0.538

0.055

0.150

0.713

1.2.8.

 Unknown age

0 (*)

.

.

0 (*)

.

.

1.3.

Year of death

      

1.3.1.

 2000–2002

0.176

0.016

0.000

0.145

0.035

0.000

1.3.2.

 2003–2005

0.126

0.017

0.000

0.053

0.035

0.129

1.3.3.

 2006–2011

0 (*)

.

.

0 (*)

.

.

1.4.

Season of year

      

1.4.1.

 December-February

−0.150

0.016

0.000

−0.326

0.035

0.000

1.4.2.

 June-August

−0.383

0.019

0.000

−0.513

0.041

0.000

1.4.3.

 Other months

0 (*)

.

.

0 (*)

.

.

1.5.

Geographic region

      

1.5.1.

 Central Federal District

0.065

0.032

0.039

0.035

0.066

0.599

 (except Moscow)

      

1.5.2.

 North West Federal

0.049

0.034

0.150

−0.047

0.070

0.498

 District

      

1.5.3.

 South Federal

0.354

0.036

0.000

0.241

0.077

0.002

 District and Stavropol

      

 Krai

      

1.5.4.

 Volga Federal District

−0.670

0.028

0.000

−0.892

0.058

0.000

1.5.5.

 Urals Federal District

−0.086

0.034

0.010

−0.404

0.070

0.000

1.5.6.

 Siberian Federal District

−0.498

0.029

0.000

−0.489

0.061

0.000

1.5.7.

 Far East Federal District

0.845

0.036

0.000

0.800

0.074

0.000

1.5.8.

 Republics of North

5.357

0.031

0.000

5.616

0.064

0.000

 Caucasian Federal

      

 District

      

1.5.9.

 Moscow City and

0 (*)

.

.

0 (*)

.

.

 Moscow Region

      

1.6.

Type of injury

      

1.6.1.

 Fracture of skull and

3.258

0.076

0.000

3.472

0.185

0.000

 facial bones

      

1.6.2.

 Intracranial injury

4.119

0.075

0.000

4.261

0.183

0.000

1.6.3.

 Other injuries to the

3.417

0.073

0.000

3.354

0.178

0.000

 Head

      

1.6.4.

 Injuries to the neck

2.995

0.079

0.000

2.969

0.188

0.000

1.6.5.

 Open wound of thorax

3.090

0.074

0.000

3.086

0.181

0.000

1.6.6.

 Other injuries to the

3.084

0.079

0.000

3.041

0.188

0.000

 abdomen, lower back,

      

 lumbar spine, and pelvis

      

1.6.7.

 Injuries to the abdomen.

2.731

0.090

0.000

2.473

0.198

0.000

 lower back. lumbar

      

 spine and pelvis

      

1.6.8.

 Injuries to the limbs

3.638

0.073

0.000

3.532

0.176

0.000

1.6.9.

 Effects of foreign body

−2.411

0.081

0.000

−3.145

0.198

0.000

 entering through natural

      

 orifice

      

1.6.10.

 Burns and corrosions

0.286

0.088

0.001

−0.423

0.196

0.031

1.6.11.

 Frostbite

−4.127

0.225

0.000

−5.088

0.511

0.000

1.6.12.

 Poisoning by narcotics

−2.516

0.077

0.000

−3.327

0.185

0.000

 and psychodysleptics

      

1.6.13.

 Toxic effect of carbon

−7.957

0.088

0.000

−8.373

0.203

0.000

 monoxide

      

1.6.14.

 Other poisoning by

−2.754

0.082

0.000

−2.767

0.189

0.000

 drugs. medicaments, and

      

 biological substances.

      

 Toxic effects of

      

 substances chiefly

      

 nonmedicinal as to

      

 source

      

1.6.15.

 Hypothermia and other

−3.185

0.083

0.000

−3.644

0.191

0.000

 effects of reduced

      

 temperature

      

1.6.16.

 Asphyxiation

−1.036

0.073

0.000

−1.859

0.180

0.000

1.6.17.

 Effects of lightning,

−0.907

0.078

0.000

−0.772

0.189

0.000

 drowning, and nonfatal

      

 submersion. Vibration.

      

 Electric current and

      

 Other specified effects.

      

1.6.18.

 Other injury. Poisoning

0 (*)

.

.

0 (*)

.

.

 and consequences of

      

 external causes

      

1.7.

Presence of alcoholic intoxication at death

      

1.7.1.

 No

−9.429

0.021

0.000

−9.931

0.045

0.000

1.7.2.

 Yes

0 (*)

.

.

0 (*)

.

.

2.

Non-transport accidents, suicides, and homicides

Base outcome

  1. (*) This parameter is set to zero because it is redundant