Skip to main content

Table 3 Multiple regression fixed effects models

From: What is driving global obesity trends? Globalization or “modernization”?

 

All countries

LMICs

HICs

Total

Female

Male

Total

Female

Male

Total

Female

Male

(Coef, CI)

(Coef, CI)

(Coef, CI)

(Coef, CI)

(Coef, CI)

(Coef, CI)

(Coef, CI)

(Coef, CI)

(Coef, CI)

Real GDP per Capita (1000 2005US$), PPP 5 yr. lag

− 0.0049***

− 0.0132***

0.0035**

0.0477***

0.0323***

0.0631***

−0.0065***

− 0.0092***

− 0.0038***

[− 0.0072,-0.0025]

[− 0.0162,-0.0102]

[0.0013,0.0056]

[0.0356,0.0598]

[0.0172,0.0475]

[0.0520,0.0743]

[−0.0090,-0.0040]

[−0.0125,-0.0059]

[− 0.0057,-0.0019]

Economic Globalization, 5 yr. lag

− 0.1007

−0.1378

− 0.0635

− 0.0276

− 0.027

− 0.0282

− 0.4988**

− 0.5568*

− 0.4407***

[− 0.2855,0.0842]

[− 0.3741,0.0984]

[− 0.2288,0.1018]

[− 0.2474,0.1922]

[− 0.3019,0.2479]

[− 0.2300,0.1737]

[−0.8224,-0.1751]

[− 0.9863,-0.1272]

[− 0.6892,-0.1922]

Cultural Globalization, 5 yr. lag

0.0846

−1.0025***

1.1717***

0.215

−0.5755**

1.0056***

−0.5068**

−1.1211***

0.1074

[−0.1219,0.2910]

[−1.2663,-0.7388]

[0.9871,1.3562]

[−0.0895,0.5195]

[−0.9563,-0.1947]

[0.7260,1.2852]

[−0.8291,-0.1846]

[−1.5489,-0.6933]

[− 0.1400,0.3548]

Women’s Empower-ment index, 5 yr. lag

0.5548***

0.5370***

0.5727***

0.4898***

0.3134**

0.6662***

1.2394***

1.7150***

0.7638***

[0.3894,0.7203]

[0.3255,0.7484]

[0.4248,0.7207]

[0.3076,0.6720]

[0.0856,0.5413]

[0.4989,0.8335]

[0.8624,1.6164]

[1.2146,2.2155]

[0.4743,1.0533]

Democracy, 5 yr. lag

−0.0165***

−0.0147***

−0.0182***

− 0.0145***

−0.0143***

− 0.0146***

−0.0109**

− 0.0102*

−0.0116***

[−0.0194,-0.0136]

[−0.0185,-0.0110]

[− 0.0209,-0.0156]

[− 0.0177,-0.0112]

[−0.0184,-0.0103]

[− 0.0176,-0.0116]

[− 0.0178,-0.0040]

[−0.0193,-0.0010]

[− 0.0169,-0.0063]

Urban Population (%), 5 yr. lag

0.0197***

0.0243***

0.0151***

0.0197***

0.0210***

0.0185***

0.0110**

0.0108*

0.0112***

[0.0162,0.0232]

[0.0198,0.0288]

[0.0119,0.0182]

[0.0157,0.0238]

[0.0159,0.0261]

[0.0147,0.0222]

[0.0039,0.0181]

[0.0014,0.0203]

[0.0057,0.0167]

Fat supply (g/capita/day), 2 yr. lag

−0.2298

−0.5855

0.1259

0.0601

−0.2523

0.3725

−0.4245

−1.2499*

0.4009

[−0.7781,0.3185]

[−1.2861,0.1152]

[−0.3645,0.6162]

[− 0.6256,0.7458]

[− 1.1098,0.6052]

[− 0.2572,1.0021]

[−1.3135,0.4645]

[−2.4299,-0.0699]

[−0.2817,1.0834]

Protein supply (g/capita/day), 2 yr. lag

5.2932***

6.3267***

4.2597***

5.5366***

6.5930***

4.4803***

3.7067***

4.5127***

2.9006***

[4.5661,6.0203]

[5.3976,7.2557]

[3.6095,4.9099]

[4.6805,6.3927]

[5.5223,7.6636]

[3.6942,5.2664]

[2.3864,5.0270]

[2.7602,6.2651]

[1.8869,3.9143]

Carbon Dioxide Emissions (Tons per Capita), 2 yr. lag

0.0246***

0.0231***

0.0262***

0.0821***

0.1053***

0.0588***

0.0206***

0.0232***

0.0181***

[0.0189,0.0304]

[0.0158,0.0304]

[0.0211,0.0313]

[0.0640,0.1002]

[0.0827,0.1279]

[0.0422,0.0755]

[0.0146,0.0267]

[0.0151,0.0312]

[0.0134,0.0227]

_cons

21.2243***

21.5672***

20.8815***

20.6110***

21.0407***

20.1813***

23.0198***

23.1230***

22.9165***

 

[21.014,21.434]

[21.298,21.835]

[20.693,21.069]

[20.409,20.812]

[20.788,21.292]

[19.996,20.366]

[22.447,23.592]

[22.363,23.882]

[22.477,23.355]

r2

0.8217

0.7798

0.8209

0.8317

0.8167

0.7974

0.8346

0.721

0.9054

N

4206

4206

4206

2911

2911

2911

1295

1295

1295

  1. *time fixed effects entered but not shown. Significance level: * p < .05, ** for p < .01, and *** for p < .001