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Table 1 Sociodemographic characteristics of preschool children (6–59 months) in Ethiopia

From: Improving machine learning models through explainable AI for predicting the level of dietary diversity among Ethiopian preschool children

Variable

Category

Sex of child

Male

Male

Mother’s age

15–19 years

20–24 years

25–29 years

30–34 years

35–39 years

≥ 40 years

Child’s age

6–12 months

13–24 months

25–36 months

37–48 months

49–59 months

Birth order

First

Second

Third and above

Mother’s marital status

Married

Widowed

Single

Divorced

Mother’s religion

Orthodox

Catholic

Protestant

Muslim

Others and Traditional

Mother’s education

No formal education

Primary education

Secondary education

College and above

Mother’s occupation

Unemployed

Employed

Wealth Index

Poorest

Poor

Middle

Rich

Richest

Place of residence

Rural

Urban

Body mass index

Underweight

Normal

Overweight

Obesity

Husband education level

No formal education

Primary education

Secondary education

College and above

Type of cooking

Modern

Traditional

Child is Twin

Yes

No

Smoking cigarettes

Yes

No

Contraception method

Traditional

Modern

Sex of house Household Head

Male

Female

Ever took an alcoholic drink?

No

Yes

frequency of listening to Radio

Not at all

Sometimes

Almost Every day

The frequency of listening to Television

Not at all

Sometimes

Almost Every day

Frequency of Reading Newspaper

Not at all

Sometimes

Almost Every day

Region

Tigray, Afar, Amhara, Oromia, Somali, Benishangul-Gumuz, Southern Nations, Nationalities and Peoples Region (SNNPR), Gambella and Harari, Addis Ababa, and Dire Dawa

Source of drinking water

Unimproved

Improved

Currently Breastfeeding

Yes

No

Health insurance

Yes

No

Antenatal visits

No antenatal visits or one-time

Two time

Three and above

Presence of diarrhea

Yes

No