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Table 2 Investigating the relationship between degree of retinopathy and extent of the disease with other independent variables

From: The use of neural networks to determine factors affecting the severity and extent of retinopathy in preterm infants

Variable Name

 

Gender

History

Number of Abortions

Type of Pregnancy

Type of Parturition

Number of Pregnancies

Length of Pregnancy

Mother’s Age

Baby’s Weight

Baby’s Age

Received Oxygen Status

The Number of Days Receiving Oxygen

Degree of retinopathy

Chi-square

Chi-square

Chi-square

Chi-square

Chi-square

Anova

Anova

Anova

Anova

Anova

Chi-square

Chi-square

Value:7/720

Value:6/612

Value:5.909

Value:17/089

Value:0/368

Df:3

Df:3

Df:3

Df:3

Df:3

Value:5.777

Value:1.145

Df:3

Df:6

Df:12

Df:6

Df:3

p-value:0.284

p-value: <0.001

p-value:0.847

p-value: <0.001

p-value: <0.001

Df:3

Df:3

p-value:0.052

p-value:0.358

p-value:0.921

p-value:0.009

p-value:0.947

F = 1.272

F = 30.025

F = 0.269

F = 15.955

F = 16.892

p-value:0.123

p-value:0.766

Extent of the Disease

 

Chi-square

Chi-square

Chi-square

Chi-square

Chi-square

Anova

Anova

Anova

Anova

Anova

Chi-square

Chi-square

 

Value:0/357

Value:2/493

Value:12.033

Value:5/174

Value:0/292

Df:2

Df:2

Df: 2

Df:2

Df:2

Value:2.057

Value:2.891

 

Df:2

Df:4

Df:8

Df:4

Df:2

p-value: 0.021

p-value: <0.001

p-value:0.306

p-value: <0.001

p-value: <0.001

Df:2

Df:2

 

p-value:0.837

p-value:0.646

p-value:0.15

p-value:0.270

p-value:0.864

F = 3.885

F = 80.323

F = 1.187

F = 59.732

F = 87.453

p-value:0.357

p-value:0.236