Health insurance benefits vary by the size of the company (the Henry J. Kaiser Family Foundation website, June 23, 2016). The sample data below show the number of companies providing health insurance for small, medium, and large companies. For the purposes of this study, small companies are companies that have fewer than employees. Medium-sized companies have to employees, and large companies have or more employees. The questionnaire sent to employees asked whether or not the employee had health insurance and then asked the enployee to indicate the size of the company.
Health Insurance | |||||
Size of Company | Yes | No | Total | ||
Small | 31 | 19 | 50 | ||
Medium | 61 | 14 | 75 | ||
Large | 88 | 12 | 100 |
a. Conduct a test of independence to determine whether health insurance coverage is independent of the size of the company. What is the -value?
Compute the value of the test statistic (to 2 decimals).
The -value is - Select your answer -less than .005between .005 and .01between .01 and .025between .025 and .05between .05 and .10greater than .10Item 2
Using level of significance, what is your conclusion?
- Select your answer -Cannot reject the assumption that health insurance coverage and size of the company are independentConclude health insurance coverage is not independent of the size of the companyItem 3
b. A newspaper article indicated employees of small companies are more likely to lack health insurance coverage. Calculate the percentages of employees without health insurance based on company size (to the nearest whole number).
Small | |
Medium | |
Large |
Based on the percentages calculated above, what can you conclude?
a)
Yes | No | Row Totals | |
Small | 31 (40.00) | 19 (10.00) | 50 |
Medium | 61 (60.00) | 14 (15.00) | 75 |
Large | 88 (80.00) | 12 (20.00) | 100 |
Column Totals | 180 | 45 | 225 (Grand Total) |
The chi-square statistic is 14.21
p-value is less than .005
Since p-value is less than 0.05 we reject the assumption that health insurance coverage and size of the company are independent Conclude health insurance coverage is not independent of the size of the company.
b)
percentage of no health insurance | |
Small | (19/50)*100 = 38 |
Medium | (14/75)*100 = 19 |
Large | (12/100)*100 = 12 |
Based on the percentages we conclude that small companies are more likely to lack health insurance coverage because when compare to others it has 38% of the employees are not covered under health insurance.
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