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Table 1 Estimated regression coefficients of linear regression model (LM) for Height-for-Age Z-score (HAZ), and adjusted mean predicted (APM) HAZ calculated from interval-scale multiple classification analysis (IS-MCA) model by different socio-demographic factors, BDHS 2011

From: On exploring and ranking risk factors of child malnutrition in Bangladesh using multiple classification analysis

Background Characteristics

No. of children

Estimated regression coefficient of LM

Mean predicted HAZ from IS-MCA

Β

APM

Childs age in months (Reference Category: <12)

<12

1484

 

−0.9442

12–23

1443

−0.938***

−1.8826

24–35

1441

−0.940***

−1.8843

36–47

1679

−0.903***

−1.8470

48–59

1600

−0.808***

−1.7527

Childs birth weight (Reference Category: Large)

Large

1086

 

−1.4872

Average

5262

−0.147**

−1.6345

Small

1299

−0.455***

−1.9421

Birth interval in months (Reference Category: 48+)

<24

587

−0.268***

−1.8869

24–47

1879

−0.108**

−1.7265

48+

5181

 

−1.6187

Mothers education (Reference Category: Higher)

Illiterate

1449

−0.484***

−1.7726

Primary

2330

−0.462***

−1.7503

Secondary

3260

−0.340***

−1.6284

Higher

608

 

−1.2881

Mothers BMI(kg/m2) (Reference Category: 18.5–24.99)

<18.5

2116

−0.142***

−1.7922

18.5–24.99

4576

 

−1.6504

25+

955

0.191***

−1.4597

Household economic status (Reference Category: Richest)

Poorest

1682

 

−2.0438

Poorer

1489

−0.838***

−1.7987

Middle

1456

−0.593***

−1.6967

Richer

1493

−0.491***

−1.5476

Richest

1527

−0.342***

−1.2060

Family size (number of members) (Reference Category: Middle)

Small (<4)

761

−0.086

−1.7057

Middle (4-6)

4248

 

−1.6192

Large (7+)

2638

−0.110**

−1.7294

Place of residence (Reference Category: Urban)

Urban

2342

 

−1.7196

Rural

5305

0.077**

−1.6421

Region (Division) (Reference Category: Barisal)

Barisal

837

 

−1.6966

Chittagong

1516

0.012

−1.6844

Dhaka

1272

0.003

−1.6932

Khulna

894

0.109

−1.5878

Rajshahi

0.261***

−1.4357

Rangpur

916

0.003

−1.6937

Sylhet

993

−0.104

−1.8004

Goodness-of-fit

F 26,7620 = 59.952; p-value < 0.001

F 26,7620 = 59.952; p-value < 0.001

R2 value

0.170

0.170

  1. *** P < 0.001; ** P < 0.01; * <0.05