Skip to main content

Table 3 Linear regression models for contribution of age to variation in the discrepancy between self-report and measured BMI by country (sexes combined)a,b

From: Does BMI generated by self-reported height and weight measure up in older adults from middle-income countries? Results from the study on global AGEing and adult health (SAGE)

Variable

Coefficients (SE)

β

p

Model r2 and p

BMI Discrepancy (SR BMI – measured BMI)

China (N = 13,384)

   

0.001/<0.001***

 Constant

−0.632 (0.475)

 

=0.184

 

 Sex

−0.036 (0.125)

−0.004

=0.771

 

Education Level: Completed less than primary

0.096 (0.146)

0.007

=0.511

 

 Completed primary

−0.131 (0.145)

−0.010

=0.368

 

 Completed secondary

−0.150 (0.149)

−0.012

=0.314

 

 Completed high school

0.009 (0.168)

0.001

=0.955

 

 Completed college/university/post-grad

−0.112 (0.235)

−0.005

=0.634

 

 Income

0.136 (0.111)

0.012

=0.223

 

 Total Physical Activity Level

−0.023 (0.014)

−0.015

=0.102

 

Drinking: Do not currently drink

0.101 (0.222)

0.004

=0.650

 

 Occasionally

−0.068 (0.151)

−0.004

=0.651

 

 Moderate/heavy drinker

0.131 (0.142)

0.009

=0.355

 

Smoking: Do not currently smoke

−0.483 (0.215)

−0.022

=0.025

 

 Occasionally

−0.369 (0.291)

−0.012

=0.205

 

 Daily

0.173 (0.137)

0.015

=0.209

 

Self-rated health: Bad

−0.391 (0.339)

−0.029

=0.249

 

 Moderate

−0.239 (0.331)

−0.023

=0.470

 

 Good

−0.209 (0.335)

−0.019

=0.533

 

 Very good

−0.162 (0.391)

−0.007

=0.679

 

 Age

0.015 (0.004)

0.036

<0.001

 

India (N = 4,328)

   

0.001/0.072

 Constant

4.750 (2.286)

 

=0.038

 

 Sex

0.673 (0.624)

0.021

=0.281

 

Education Level: Completed less than primary

−2.193 (0.819)

−0.044

=0.007

 

 Completed primary

−2.672 (0.752)

−0.062

<0.001

 

 Completed secondary

−3.449 (0.814)

−0.076

<0.001

 

 Completed high school

−3.363 (0.896)

−0.070

<0.001

 

 Completed college/university/post-grad

−4.199 (1.086)

−0.072

<0.001

 

 Income

−1.269 (0.582)

−0.040

=0.029

 

 Total Physical Activity Level

−0.053 (0.072)

−0.012

=0.463

 

Drinking: Do not currently drink

−2.035 (1.160)

−0.028

=0.079

 

 Occasionally

−0.678 (0.968)

−0.011

=0.483

 

 Moderate/heavy drinker

−0.983 (1.147)

−0.014

=0.391

 

Smoking: Do not currently smoke

−0.387 (1.307)

−0.005

=0.767

 

 Occasionally

−0.446 (1.563)

−0.005

=0.771

 

 Daily

0.183 (0.595)

0.006

=0.759

 

Self-rated health: Bad

−0.985 (1.903)

−0.022

=0.605

 

 Moderate

0.557 (1.849)

0.017

=0.763

 

 Good

0.181 (1.873)

0.005

=0.923

 

 Very good

0.029 (2.213)

<0.001

=0.989

 

 Age

0.033 (0.018)

0.034

=0.072

 

Mexico (N = 718)

   

0.002/=0.264

 Constant

1.752 (2.489)

 

=0.482

 

 Sex

−0.583 (0.394)

−0.068

=0.139

 

Education Level: Completed less than primary

−0.841 (0.610)

−0.091

=0.168

 

 Completed primary

−0.903 (0.643)

−0.092

=0.160

 

 Completed secondary

−0.065 (0.744)

−0.005

=0.930

 

 Completed high school

−1.351 (0.992)

−0.065

=0.174

 

 Completed college/university/post-grad

0.250 (0.740)

0.021

=0.763

 

 Income

0.253 (0.459)

0.023

=0.582

 

 Total Physical Activity Level

−0.046 (0.044)

−0.040

=0.306

 

Drinking: Do not currently drink

0.749 (0.442)

0.074

=0.090

 

 Occasionally

−0.654 (0.430)

−0.069

=0.129

 

 Moderate/heavy drinker

−1.257 (0.827)

−0.062

=0.129

 

Smoking: Do not currently smoke

0.187 (0.422)

0.019

=0.658

 

 Occasionally

−0.198 (0.655)

−0.012

=0.763

 

 Daily

0.006 (0.499)

0.001

=0.990

 

Self-rated health: Bad

0.025 (2.242)

0.002

=0.991

 

 Moderate

−0.503 (2.193)

−0.058

=0.819

 

 Good

−0.171 (2.195)

−0.019

=0.938

 

 Very good

−0.607 (2.321)

−0.028

=0.794

 

 Age

−0.015 (0.013)

−0.047

=0.264

 

Russia (N = 3,793)

   

<0.001/0.980

 Constant

−0.477 (0.942)

 

=0.612

 

 Sex

0.006 (0.158)

0.001

=0.972

 

Education Level: Completed less than primary

−1.166 (0.816)

−0.039

=0.153

 

 Completed primary

−1.154 (0.696)

−0.079

=0.097

 

 Completed secondary

−1.049 (0.674)

−0.108

=0.120

 

 Completed high school

−1.280 (0.670)

−0.173

=0.056

 

 Completed college/university/post-grad

−1.233 (0.681)

−0.135

=0.070

 

 Income

−0.064 (0.170)

−0.007

=0.704

 

 Total Physical Activity Level

0.033 (0.019)

0.031

=0.079

 

Drinking: Do not currently drink

−0.004 (0.198)

<0.001

=0.985

 

 Occasionally

−0.146 (0.157)

−0.020

=0.352

 

 Moderate/heavy drinker

−0.130 (0.288)

−0.009

=0.652

 

Smoking: Do not currently smoke

−0.264 (0.213)

−0.023

=0.214

 

 Occasionally

0.556 (0.459)

0.020

=0.225

 

 Daily

0.214 (0.201)

0.022

=0.286

 

Self-rated health: Bad

1.169 (0.520)

0.132

=0.025

 

 Moderate

1.265 (0.515)

0.168

=0.014

 

 Good

1.309 (0.539)

0.129

=0.015

 

 Very good

1.231 (0.842)

0.030

=0.144

 

 Age

<0.001 (0.006)

−0.001

=0.980

 

South Africa (N = 790)

   

0.001/=0.411

 Constant

−2.883 (5.114)

 

=0.573

 

 Sex

−0.673 (1.059)

−0.025

=0.526

 

Education Level: Completed less than primary

1.763 (1.665)

0.056

=0.290

 

 Completed primary

1.687 (1.733)

0.051

=0.331

 

 Completed secondary

1.502 (1.909)

0.043

=0.432

 

 Completed high school

0.046 (2.164)

0.001

=0.983

 

 Completed college/university/post-grad

1.257 (2.391)

0.029

=0.559

 

 Income

−1.857 (1.139)

−0.071

=0.103

 

 Total Physical Activity Level

0.116 (0.160)

0.027

=0.467

 

Drinking: Do not currently drink

0.265 (7.884)

0.001

=0.973

 

 Occasionally

1.107 (1.502)

0.030

=0.461

 

 Moderate/heavy drinker

1.876 (1.764)

0.043

=0.288

 

Smoking: Do not currently smoke

−0.117 (1.983)

−0.002

=0.953

 

 Occasionally

−0.170 (2.880)

−0.002

=0.953

 

 Daily

−1.406 (1.377)

−0.042

=0.308

 

Self-rated health: Bad

0.622 (3.916)

0.019

=0.874

 

 Moderate

1.618 (3.829)

0.060

=0.673

 

 Good

2.597 (3.997)

0.088

=0.504

 

 Very good

5.427 (4.318)

0.098

=0.209

 

 Age

0.038 (0.04)

0.032

=0.411

 
  1. aComparisons are statistically significant at: * = p < 0.05, ** = p < 0.01, *** = p < 0.001
  2. bReference groups used in the creation of dummy codes for each categorical variable:
  3. (i) Education levels = no formal education
  4. (ii) Drinking levels = never consumed alcohol
  5. (iii) Smoking levels = never used tobacco
  6. (iv) Self-rated health = very bad