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Table 3 Association between factors and nutritional status among Observed (\(O_i\)) and Expected (\(E_i\)) for women from BDHS, 2017-18

From: Assessing risk factors for malnutrition among women in Bangladesh and forecasting malnutrition using machine learning approaches

Factors

Category

Normal

Malnutrition

Total

Chi-square (p-value)

\(O_i (E_i)\)

\(O_i (E_i)\)

Total

 

9331

7691

17022

 

Age

15-24

2739(2363.2)

1572(1947.8)

4311

196.716 (<0.001)

25-34

3301(3358.1)

2825(2767.9)

6126

35-49

3291(3609.7)

3294(2975.3)

6585

Residence

Rural

6352(5941.6)

4487(4897.4)

10839

172.682 (<0.001)

Urban

2979(3389.4)

3204(2793.6)

6183

Division

North Area

4588(4407.9)

3453(3633.1)

8041

30.883 (<0.001)

South Area

4743(4923.1)

4238(4057.9)

8981

Education

No education

1566(1462.0)

1101(1205.0)

2667

63.908 (<0.001)

Primary

3066(3015.0)

2434(2485.0)

5500

Secondary

3624(3619.6)

2979(2983.4)

6603

Higher

1075(1234.5)

1177(1017.5)

2252

Currently Pregnant

No

8770(8828.9)

7336(7277.1)

16106

16.147 (<0.001)

Yes

561(502.1)

355(413.9)

916

Currently Working

No

4494(4719.2)

4115(3889.8)

8609

48.132 (<0.001)

Yes

4837(4611.8)

3576(3801.2)

8413

Currently Breastfeeding

No

7164(7432.7)

6395(6126.3)

13559

105.658 (<0.001)

Yes

2167(1898.3)

1296(1564.7)

3463

Wealth index

Poor

4025(3568.6)

2485(2941.4)

6510

327.544 (<0.001)

Middle

1927(1812.8)

1380(1494.2)

3307

Rich

3379(3949.6)

3826(3255.4)

7205

Children everborn

None

867(793.2)

580(653.8)

1447

16.606 (<0.001)

1-2

4548(4587.7)

3821(3781.3)

8369

3 or more

3916(3950.1)

3290(3255.9)

7206

Birth in last 5 years

None

5592(5792.0)

4974(4774.0)

10566

40.517 (<0.001)

1-2

3709(3512.1)

2698(2894.9)

6407

3-4

30(26.9)

19(22.1)

49

Partner’s Education

No education

2224(2053.5)

1522(1692.5)

3746

167.232 (<0.001)

Primary

3188(3020.4)

2322(2489.6)

5510

Secondary

2659(2717.3)

2298(2239.7)

4957

Higher

1260(1539.8)

1549(1269.2)

2809

Water source

Safe

9115(9134.2)

7548(7528.8)

16663

4.238 (0.04)

Unsafe

216(196.8)

143(162.2)

359

Toilet facility

Hygenic

6271(6597.3)

5764(5437.7)

12035

121.89 (<0.001)

Unhygenic

3060(2733.7)

1927(2253.3)

4987

Cooking fuel

Improved

1446(1860.)

1947(1533.0)

3393

254.666 (<0.001)

Unimproved

7885(7471.0)

5744(6158.0)

13629