1. Select and report the inferential statistical test contextualized in the research question.
2. Provide the alpha value and use it to determine the significance of your test.
3. Report the results, including statistic value with degree of freedom, pvalue, and effect size.
4. Report the values necessary to interpret the findings and identify the pattern of relationship (for example, slope for regression and means for ANOVA).
5. Connect the statistical findings back to the research question and conceptual variables.
6. Propose an actionable item that uses the results of your findings relevant to the research question

Research Question: Are there differences in the average agreement with gay individuals having the right to marry one another among people who were interviewed in different geographic regions of the United States?

Inferential Statistical Test used an (Anova) as shown below are the results

• writing out the analysis report summary

Anova: Single Factor
SUMMARY
Groups	Count	Sum	Average	Variance
Northeast	56	121	2.160714	1.482792
South	96	172	1.791667	1.114035
Midwest	80	154	1.925	1.260127
West	56	103	1.839286	0.86461
ANOVA
Source of Variation	SS	df	MS	F	P-value	F crit
Between Groups	5.162302	3	1.720767	1.461022	0.225385	2.636391
Within Groups	334.4905	284	1.177783
Total	339.6528	287