The data set I have chosen originated in the university library from the United States Census Bureau Medicaid/Means-Tested Public Coverage by Sex by Age in New York. The three variables include:

1. Age
   1. What age is the participant?
      1. Under 6 years
      2. 6-18 years
      3. 19-25 years
      4. 26-34 years
      5. 35-44 years
      6. 45-54 years
      7. 55-64years
      8. 65-74years
      9. 75 years and older
2. Sex
   1. What is your Sex?
      1. Male
      2. Female
3. Medicaid enrollment
   1. Are you enrolled in Medicaid?
      1. Is in enrolled in Medicaid
      2. Is not enrolled in Medicaid

Hypothesis Question: as they age, do female residents in New York enroll in Medicaid at a higher rate than male residents do?

H0: Age is not a factor for a person enrolling in Medicaid.

H1: Females ages 45 and above have a higher Medicaid enrollment rate than males.

I ran a chi-square test with alpha being 0.5 and got the following results:

Expected
Sex	Age	Total	Enrolled in Medicaid	Not Enrolled in Medicaid	Total
Male	Under 6 years	662402	183271.7	479130.3	1324804
Male	6 to 18 years	1570903	434633.5	1136269.5	3141806
Male	19 to 25 years	844449	233640.1	610808.9	1688898
Male	26 to 34 years	1237066	342268.4	894797.6	2474132
Male	35 to 44 years	1244366	344288.1	900077.9	2488732
Male	45 to 54 years	1193381	330181.7	863199.3	2386762
Male	55 to 64 years	1289659	356819.7	932839.3	2579318
Male	65 to 74 years	940709	260273.0	680436.0	1881418
Male	75 years and over	552474	152857.1	399616.9	1104948
Female	Under 6 years	612785.5	169544.0	443241.5	1225571
Female	6 to 18 years	1351614	373961.2	977652.8	2703228
Female	19 to 25 years	924696	255842.6	668853.4	1849392
Female	26 to 34 years	1222413.5	338214.3	884199.2	2444827
Female	35 to 44 years	1277168.5	353363.8	923804.7	2554337
Female	45 to 54 years	1421728.5	393360.3	1028368.2	2843457
Female	55 to 64 years	1320347	365310.3	955036.7	2640694
Female	65 to 74 years	1069426	295886.1	773539.9	2138852
Female	75 years and over	863460	238900.0	624560.0	1726920
Total		19599048	5422616.0	14176432.0	39198096
p	0

What is the analysis of the test?