Concentration of Low Wage Workers
The EHBS asks firms to report the percentage of full-time workers who are paid less than $20,000 per year, or about $10 per hour. We divided firms into two groups: “lower wage” firms, in which more than 35 percent of workers earn $20,000 or less, and “higher wage” firms, where 35 percent or fewer workers earn $20,000 or less. Figure 4 shows the take-up rate information from Figure 1 (i.e., take-up rate by worker contribution for single coverage) divided between lower-wage and higher-wage firms. For both higher-wage and lower-wage firms, take-up is higher in the lowest contribution categories and is lower in the categories where workers pay large premium shares. Within contribution categories, take-up is significantly higher in higher-wage firms than in lower-wage firms in four of the five categories, likely reflecting the difficulty that lower wage workers have paying premium shares. Other explanations may be that lower wage workers tend to have less interest in purchasing health care or that they are more likely to be eligible for public coverage. The pattern in Figure 4 is similar when contribution categories for family coverage are considered (Figure 7 in Appendix A).
Figure 4
Firm Take-Up Rate by Percentage Contribution For Single Coverage and Wage

| Source: Pooled data from 2005 and 2006 Kaiser/HRET Annual Employer Health Benefits Surveys. Percentages weighted by number of workers in responding firms. Lower wage firms defined as those where more than 35 percent of the workers made $20,000 or less in the respective survey year. Higher wage firms are those with 35 percent or less of such workers. *Differences between higher-wage and lower-wage firm percentages are significant at p<.05. |
Industry
The EHBS also classifies firms by industry category. We selected the four industry groups that had sufficient observations for analysis. Two industry groups had relatively high overall take-up rates (Manufacturing and Transportation/Utilities/Communications) and two industries with relatively low overall take-up rates (Retail and Service) based on prior EHBS surveys. Even with a sample that combines two years, however, some industries do not have a reasonable number of observations in each of the contribution categories; for example, state and local government historically has had a high take-up rate in the EHBS surveys but does not have very many observations in the higher contribution categories.
Figure 5
Firm Take-Up Rate by Percent Contribution For Single Coverage and Industry

| Source: Pooled data from 2005 and 2006 Kaiser/HRET Annual Employer Health Benefits Surveys. Percentages weighted by number of workers in responding firms. a Differences between Trans/Util/Comm and Service are significant at p<.05. b Differences between Trans/Util/Comm and Retail are significant at p<.05. c Differences between Manufacturing and Service and between Manufacturing and Retail are significant at p<.05. |
Figure 5 shows mean take-up information from Figure 1 (i.e., take-up rate by worker contribution for single coverage) broken out for the selected industries. Take-up rates generally fall within industries as the worker contribution percentage rises, but there are exceptions for the low contribution categories within Manufacturing and Retail.11 Workers in the Transportation/Utilities/ Communications industry grouping have significantly higher take-up than workers in the Service industry in four of the contribution categories and significantly higher take-up than workers in the Retail industry in three of the contribution categories. The pattern for Manufacturing is a little different: the take-up among workers in Manufacturing firms is not statistically different from workers in Retail or Service firms in the first two (lower) contribution categories, but is higher for the next three categories where workers pay higher shares of the premium. Consistent with our previously discussed findings, take-up is lower in the high-contribution categories for workers in the industries where we would expect to find lower wages (Retail and Service) than in the higher-wage industries (Manufacturing and Transportation/Utilities/Communications).
CONCLUSION
The negative relationship between premium shares and take-up rates in nearly all of the above figures is evident. They show how the size of the premium workers are asked to pay for health insurance is relevant to health insurance enrollment decisions, even though some workers refuse coverage when no contribution is required on their part. While alternative coverage options are unknown for these groups of workers, enrollment patterns also seem to differ by wage level and variables associated with wages, such as firm size and industry. This pattern suggests that the worker share of the premium is a factor when considering the affordability of health insurance options. For some low-income workers, higher premium shares and lack of alternative coverage options may increase the likelihood that they become uninsured.
APPENDIX
This appendix contains three figures that show the variation in mean take-up rate by percentage worker contribution for family coverage, adjusted for the following firm characteristics: firm size, concentration of lower-wage workers, and industry. These charts correspond to Figures 3, 4, and 5, but use categories based on worker contributions for family coverage rather than for single coverage.
Figure 6 shows that take-up falls as contribution rates for family coverage rise in both small and large firms. There are no significant differences between small and large firms for any of the contribution categories. This differs from the pattern shown Figure 3 (based on contributions for single coverage), where small firms had significantly lower take-up rates in three of five contribution categories.
Figure 6
Firm Take-Up Rate by Percentage Contribution For Family Coverage and Firm Size

| Source: Pooled data from 2005 and 2006 Kaiser/HRET Annual Employer Health Benefits Surveys. Percentages weighted by number of workers in responding firms. |
Figure 7 shows that take-up falls as contribution rates for family coverage rise in both lower-wage and higher-wage firms. The take-up rate is significantly lower for lower-wage firms than for higher-wage firms in every coverage category. This is similar to the pattern shown in Figure 4 (based on contributions for single coverage), where the difference between lower-wage and higher wage firms was significant in four of the five contribution categories.
Figure 7
Firm Take-Up Rate by Percentage Contribution For Family Coverage and Income of Employees

| Source: Pooled data from 2005 and 2006 Kaiser/HRET Annual Employer Health Benefits Surveys. Percentages weighted by number of workers in responding firms. * Differences between higher-wage and lower-wage firm percentages are significant in each contribution category at p<.05. |
Figure 8 shows the relationship between take-up and contribution rates for family coverage broken out by four industry groupings. The general direction across industries is downward sloping, but the sample sizes are small for several of the industries (there are very few Retail firms in the sample with low contribution rates for family coverage and few firms in the Transportation/Utilities/Communications industry grouping with large contribution rates for family coverage), so very few of the differences between industries are statistically significant. Figure 8
Firm Take-Up Rate by Percentage Contribution For Family Coverage and Industry

| Source: Pooled data from 2005 and 2006 Kaiser/HRET Annual Employer Health Benefits Surveys. Percentages weighted by number of workers in responding firms. a Differences between Manufacturing and Trans/Util/Comm significant at p<.05. b Differences between Manufacturing and Service significant at p<.05. c Differences between Retail and Trans/Util/Comm significant at p<.05. d Differences between Service and Trans/Util/Comm significant at p<.05 |
1. Kaiser Family Foundation/Health Research and Educational Trust, Employer Health Benefits 2006 Annual Survey. Available online at: http://www.kff.org/insurance/7527/. Family premiums are for a family of four.
2. The take-up rate for health insurance is defined by the number of workers enrolled in a health insurance plan in a given firm divided by the number of workers offered (i.e., eligible for) at least one plan. For a fuller discussion of the effect of premium prices on insurance coverage, see, e.g.: Gilmer T., Kronick R., “It's the premiums, stupid: Projections of the uninsured through 2013.” [Web Exclusive] Health Affairs, April 5, 2005. Available online at: http://www.healthaffairs.org.
3. Kaiser Family Foundation, Kaiser Commission of Medicaid and the Uninsured, Health Insurance Coverage in America, 2004 Data Update, November 2005. Available online at: http://www.kff.org/uninsured/7415.cfm.
4. Most of this decline was due to small firm decisions not to offer insurance, and thus the cumulative number of workers without an offer has not changed as dramatically. Kaiser Family Foundation/Health Research and Educational Trust, Employer Health Benefits 2006 Annual Survey. Available online at: http://www.kff.org/insurance/7527/.
5. Blumberg, Linda J. and John Holahan, “Work, Offers, and Take-Up: Decomposing the Source of Recent Declines in Employer-Sponsored Insurance,” Urban Institute: Health Policy Online, No. 9, May 17, 2004. Accessed on December 14, 2006 at: http://www.urban.org/url.cfm?ID=1000645. For a more recent exposition, see: Clemans-Cope, Lisa, Bowen Garrett and Catherine Hoffman, “Changes in Employees’ Health Insurance Coverage, 2001-2005,” Kaiser Family Foundation, Kaiser Commission on Medicaid and the Uninsured, October 2006. Accessed on December 14, 2006 at: http://www.kff.org/uninsured/7570.cfm.
6. More information about the 2006 and 2005 EHBS can be found online at: http://www.kff.org/insurance/7527/ and http://www.kff.org/insurance/7315.cfm (respectively).
7. The survey asks employers how many workers are eligible for health insurance, but does not ask what percentage are eligible for single coverage or family coverage.
8. The first category represents about 44 million workers, and each of the other categories has between 18.3 and 18.8 million workers, based on two years of pooled data.
9. Kaiser Family Foundation and the Health Research and Educational Trust, Employer Health Benefits, 2004 Annual Survey. Available online at: http://www.kff.org/insurance/7148.cfm.
10. Similar to the approach for Figure 1, the first contribution category contains workers who face no (zero) contribution for single coverage. The remaining categories are calculated to contain the same number of (weighted) workers.
11. There are fairly large confidence intervals (95%) around the point estimates for Manufacturing (70%-91%) and Retail (74%-91%) compared to Transportation/Utilities/Communication (97%-100%) and Service (84%-89%).