The Association of Pension Income with the Incidence of Type I Obesity among Retired Israelis
Table 12
Random-Effect Regression 2015-2016: stratification by Overweight (BMI ≥ 25), Type I (BMI ≥ 30), and Type II (BMI ≥ 35) obesity among females above 67 years.
Variables
(1)
(2)
(3)
(4)
(5)
(6)
Full
Stepwise
Full
Stepwise
Full
Stepwise
BMI25
BMI25
BMI30
BMI30
BMI35
BMI35
Constant
1.0562
0.7178
0.2245
0.2528
0.0900
−0.0373
(0.0036)
(<0.0001)
(0.4940)
(<0.0001)
(0.6601)
(0.3270)
INCPENS ÷ (104)
−0.0084
−0.0095
−0.0041
−0.0052
−0.0015
—
(0.0056)
(0.0014)
(0.0021)
(0.0001)
(0.1699)
—
Owner
−0.0538
—
0.0031
—
0.0414
0.0437
(0.2784)
—
(0.9375)
—
(0.0169)
(0.0089)
Books
−0.0471
—
0.0806
—
−0.0287
—
(0.5753)
—
(0.2047)
—
(0.3613)
—
Car
−0.0436
—
−0.0460
—
−0.0240
—
(0.3183)
—
(0.1774)
—
(0.2806)
—
Age
−0.0033
—
−0.0014
—
−0.0014
—
(0.4729)
—
(0.7353)
—
(0.5709)
—
Academic
−0.0204
—
−0.0623
—
0.0038
—
(0.6753)
—
(0.0966)
—
(0.8731)
—
HHSIZE
0.0231
—
0.0239
—
0.0357
0.0353
(0.0840)
—
(0.1549)
—
(0.0211)
(0.0201)
Married
−0.0388
—
0.0356
—
0.0433
−
(0.7169)
—
(0.4045)
—
(0.3494)
−
Divorced
−0.1029
—
0.0925
—
0.1244
0.0983
(0.4013)
—
(0.0319)
—
(0.0572)
(0.0340)
Widow
−0.0277
—
0.1128
0.0658
0.0906
0.0531
(0.7978)
—
(0.0048)
(0.0419)
(0.0430)
(0.0377)
IMM_EUROPE_AMERICA
0.0406
—
0.0162
—
−0.0184
—
(0.4103)
—
(0.7047)
—
(0.5098)
—
IMM_ASIA_AFRICA
−0.0468
—
−0.0544
—
−0.0379
—
(0.4070)
—
(0.2377)
—
(0.1886)
—
OVERALL_HEALTH
−0.0535
−0.0632
−0.0655
−0.0747
−0.0245
−0.0282
(0.0792)
(0.0275)
(0.0190)
(0.0036)
(0.0721)
(0.0288)
Gender
Female
Female
Females
Females
Female
Female
Age
Above 67
Above 67
Above 67
Above 67
Above 67
Above 67
Observations
921
921
921
921
921
921
R-squared
0.0485
0.0385
0.0569
0.0370
0.0853
0.0761
Households
507
507
507
507
507
507
Wald chi2: all coef. equals zero
27.53
17.73
47.25
28.59
25.54
19.41
Individual effect F-Statistics
5.54
5.55
6.79
6.98
6.79
6.51
Variance inflation factor (VIF)
2.34
1.06
2.34
1.07
2.34
1.10
Note. The table reports the estimation results of equation (3) for the group of retired women estimated via the random effect regression. The results of individual-effect F-statistics justify this procedure, which includes the individual effect dummies of households. The dependent variables are BMI25, BMI30, BMI35, and dummy variables, which equal one for Overweight (BMI ≥ 25), Type I (BMI ≥ 30), and Type II Obesity (BMI ≥ 35) and zero otherwise. The stepwise procedure gradually omits variables with coefficients for whom . Variance inflation factor (VIF) is a measure for collinearity among independent variables. VIF < 10 implies low collinearity. Robust p values are given in parentheses. ...