You are a health care administrator interested in health literacy. To the left you have data of 4 health literacy groups (1 = no literacy, 4 = high literacy). You would like to know if there is a relationship between health literacy and healthcare utilization. There are 3 health care utilization groups in your sample (low, medium, and high). Complete the following and then write up your findings to present them to your study team.

Health Literacy	Healthcare Utilization
1	Low
4	Medium
3	Medium
3	Low
3	Low
2	Medium
3	Medium
1	Medium
2	Medium
1	Medium
1	Low
2	High
4	Medium
2	High
3	Medium
4	Low
3	High
1	Medium
1	Medium
1	Low
1	Medium
3	High
1	Medium
3	High
4	High
3	High
2	Medium
3	Low
4	Low
2	Low
3	Medium
4	High
2	Medium
2	High
1	Medium
4	High
2	Low
2	Medium
4	Low
2	Medium
2	Low
2	Low
4	Medium
2	Low
4	Low
2	High
3	Medium
1	Low
1	Medium
3	High
2	Medium
3	Medium
1	Medium
4	Low
2	High
3	High
1	High
3	High
2	Medium
1	Low
1	Low
3	High
4	High
1	Low
4	High
4	High
4	Medium
3	High
4	High
2	Low
4	High
1	High
1	Low
1	Low
3	High
2	Medium
4	High
1	Low
3	High
3	Medium
4	High
4	Low
2	Low
3	Medium
4	High
2	High
4	High
4	High
1	Low
1	Medium
3	High
2	Medium
4	High
2	Medium
4	Medium
3	High
4	Medium
3	Medium
2	Medium
4	High
4	High
1	Medium
1	Low
2	Medium
3	Low
1	High
1	High
3	Medium
3	Low
2	Medium
3	Low
4	Medium
4	High
2	Low
4	High
3	Medium
1	Medium
4	Medium
2	Medium
4	High
3	Medium
4	High
2	High
3	High
2	Medium
1	Low
4	High
2	Medium
2	Medium
1	Low
1	Low

are my ans right

1. Create a table of your observed values below:
Count of Healthcare Utilization	Column Labels
Row Labels	High	Low	Medium	Grand Total
1	4	15	12	31
2	7	8	18	33
3	14	6	12	32
4	21	6	8	35
Grand Total	46	35	50	131
Count of Healthcare Utilization	Column Labels
Row Labels	High	Low	Medium	Grand Total
1	4	15	12	31
2	7	8	18	33
3	14	6	12	32
4	21	6	8	35
Grand Total	46	35	50	131
2 . Create a table of your expected frequencies below:
Row Labels	High	Low	Medium	Grand Total
1	15	4	19	31
2	13	2	17	33
3	14	3	18	32
4	11	0	15	35
Grand Total	46	35	50	131
3. Calculate your degrees of freedom:				130
4. What is the critical chi-square value for your test?			6.24293E-73
5. What is your chi-square statistic?				0.458904987
6. What is the probability associated with your chi-square statistic?		1.3604E-72
7. State your null and alternative hypotheses:
H0:	Their will be a relation between health literacy and healthcare Utilization
H1:	Their will not be relation between health literacy and healthcare Utilization
8. Highlight the outcome of your chi-square test:
	ACCEPT
	REJECT
9. Calculate the probability of different levels of health literacy given a persons healthcare utilization:
Row Labels	High	Low	Medium	Grand Total
1	0.673913043	0.673913	0.62	31
2	0.717391304	0.7173913	0.66	33
3	0.695652174	0.6956522	0.64	32
4	0.760869565	0.7608696	0.7	35
Grand Total	46	35	50	131