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. Author manuscript; available in PMC: 2010 Dec 1.
Published in final edited form as: Soc Sci Q. 2009 Dec;90(5):1112–1133. doi: 10.1111/j.1540-6237.2009.00649.x

TABLE 4.

Odds Ratios for Having Health Insurance from Own Employer/Union (N=80,827)

Risk Factorsa (1)
Base
(2)
Occupation
(3)
Other
employment
(4)
Demo-
graphics
(5)
Full
Race/Ethnicity (Non-Hispanic White)
 African American 0.87** 0.91** 0.78** 0.93** 0.97
 Mexican Origin 0.37** 0.48** 0.42** 0.82** 0.73**
Occupation (Management)
 Architecture and engineering 2.51** 1.26** 1.19** 1.21**
 Healthcare practitioner and technical 1.24** 1.16* 1.06 1.05
 Computer and mathematical sciences 1.77** 1.01 1.01 1.00
 Life, physical, and social sciences 1.84** 0.96 0.95 0.98
 Office and administrative support 1.14** 0.67** 0.88** 0.98
 Legal 1.05 0.99 0.85** 0.95
 Installation, maintenance and repair 0.95 0.64** 0.84** 0.88**
 Production 1.26** 0.56** 0.83** 0.88**
 Public safety, protective service 2.21** 0.65** 0.83** 0.91
 Business and financial operations 1.17** 0.87** 0.83** 0.90
 Sales 0.75** 0.67** 0.77** 0.82**
 Education, training and library 1.91** 0.71** 0.73** 0.88
 Transportation and material moving 0.71** 0.51** 0.72** 0.73**
 Arts, design, entertainment, sports, media 0.61** 0.60** 0.67** 0.69**
 Healthcare support 0.60** 0.42** 0.64** 0.72*
 Construction and extraction 0.40** 0.45** 0.64** 0.63**
 Community and social service 1.10 0.58** 0.59** 0.64**
 Building and grounds cleaning, maintenance 0.49** 0.33** 0.58** 0.64**
 Personal care and service 0.36** 0.38** 0.52** 0.55**
 Farming, fishing and forestry 0.24** 0.25** 0.43** 0.41**
 Food preparation and serving 0.24** 0.20** 0.38** 0.41**
Industry (Professional)
 Manufacturing 1.66** 1.71** 1.81**
 Services 0.87** 0.94** 0.96
 Construction and agriculture 0.60** 0.69** 0.72**
Fulltime Employment (Part-time) 5.02** 3.96** 3.32**
Employment Sector (Private)
 Public 2.84** 2.41** 2.42**
 Self-employed 0.20** 0.18** 0.16**
Education (High School)
 Less than high school 0.71** 0.67**
 Some college or associates degree 1.19** 1.22**
 Bachelors or higher 1.48** 1.45**
Marital Status (Never Married)
 Married 1.13** 1.66**
 Divorced, separated, widowed 1.50** 1.29**
Age (18-35 years)
 36 – 47 years 1.29** 1.30**
 48 – 64 years 1.42** 1.42**
U.S. Citizen (Not a Citizen) 1.69** 1.94**
Family Size 1.08** 1.13**
Family Income to Poverty Ratio (<1.00)
 1.00 to 1.99 1.95** 2.10**
 2.00 to 2.99 3.32** 4.32**
 3.00 to 3.99 4.10** 6.40**
 4.00 or greater 4.23** 8.37**
Had Health Insurance as a Dependent 0.07**
2LLi 104652 99597 89026 85493 72364
2LLi−(−2LLi1)b 2084** 5055** 10571** 3533** 13129**
Pseudo R-Square c 0.02 0.07 0.17 0.20 0.32
Akaike Information Criterion 104660 99647 89088 85581 72454
Increase in2LL5 if model 5 excludes the: Occupation variable 472 **
Non-occupation employment variables 7,832 **
All employment variables 10,290 **
Demographic variables 6,579 **
*

p ≤ 0.05

**

p≤ 0.01.

a

Reference group in parentheses.

b

Significance indicates improvement over the previous model.

c

Pseudo R-square estimated with the formula [−2LL0−(−2LLi)] / [−2LL0], using the log likelihood from the intercept only model (−2LL0 = 106736) for all estimates.

Source: 2004 and 2006 Annual Social and Economic Supplements, Current Population Survey.