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?
Competencies
In this project, you will demonstrate your mastery of the following competencies:
- Interpret psychological data using quantitative and qualitative methods
- Apply the principles of statistical methods to inform a research problem
Scenario
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You work for a market research company that supplies information for political non-profit organizations throughout the nation. A number of your clients are interested in the public perception around policies about sexual orientation and political opinions and ideologies.
In your milestone assignment, you selected one of the following research topics. You will use your selected research topic and the relevant data set provided in your Soomo webtext to support your analysis. Then you will summarize your analysis in a brief report.
Research Questions
- 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?
- Are there differences in the average feelings of warmth toward liberals among people who were interviewed in different geographic regions of the United States?
- Is there a linear relationship between feelings toward liberals and beliefs regarding gay persons’ right to marry one another?
- Is there a linear relationship between feelings toward conservatives and beliefs regarding gay persons’ right to marry one another?
Directions
For this project, you will submit an analysis report summary, which is an APA-style write-up. You will complete your summary using your Soomo writing template and the data set provided in Soomo.
Your first step is to perform the inferential test you selected in your Project Two Milestone using the appropriate data set provided in Soomo. Then you will complete the APA write-up for that inferential test using your Soomo writing template.
To submit your output as part of your Soomo writing template, you can use this resource: Create a picture from cells, a chart, or an object in Excel.
Refer to your exemplar to ensure that you format your write-up appropriately. You must address the following rubric criteria:
Analysis Report Summary
- Select and report the inferential statistical test contextualized in the research question.
- Provide the alpha value and use it to determine the significance of your test.
- Report the results in APA format, including statistic value with degree of freedom, p value, and effect size.
- Report the values necessary to interpret the findings and identify the pattern of relationship (for example, slope for regression and means for ANOVA).
- Connect the statistical findings back to the research question and conceptual variables.
- Propose an actionable item that uses the results of your findings relevant to the research question.
- Provide the output from your data analysis (using the Analysis ToolPak) as a screenshot or picture.
Scenario
You are a self-employed clinical psychiatrist. You maintain data regarding treatments and responses for clients you have served, and you use this data for internal improvement processes to ensure that you are delivering informed, evidence-based treatments based both on the literature and the data collected in your own practice. You specialize in treatment of Bipolar I disorder, a condition in which full manic symptomatic presentations are a concern. You have data from patients who refused treatment (control) or opted to receive either psychotherapy or pharmacotherapy. You decide to use the data to determine whether there are significant differences in the number of manic symptoms experienced by patients as a result of treatment. Select and perform the correct test to answer this question.
Response
A one-way between-subjects analysis of variance (ANOVA) was performed to assess the effect of treatment on post-treatment manic symptoms in a sample of patients with bipolar disorder using α = .05. The main effect of treatment was statistically significant, F(2, 42) = 8.728, p = .001, η2 = .294. Post hoc analyses were performed to assess the significant effect of treatment using independent-samples t tests to compare each treatment to the no-treatment control condition. The comparisons revealed that psychotherapy (M = 9.80, SD = 4.09) was significantly more effective in reducing manic symptoms than no treatment (M = 19.80, SD = 5.70), t(28) = 5.52, p < .001. However, the post hoc comparison showed no significant difference between pharmacotherapy (M = 14.20, SD = 8.96) and control, t(28) = 2.04, p = .051. These results show that the number of manic symptoms experienced after receiving psychotherapy was significantly lower than the no-treatment control; however, the number of manic symptoms experienced after receiving pharmacotherapy was not significantly lower than no-treatment control. These findings suggest that recommending psychotherapy for those with Bipolar I disorder would be a best practice for reducing manic symptoms.
Project Two Data Set:
id | year | contemp | marhomo |
948 | 1988 | 50 | 1 |
919 | 1988 | 40 | 2 |
416 | 1988 | 60 | 2 |
1464 | 1988 | 60 | 1 |
1206 | 1988 | 60 | 1 |
822 | 1988 | 60 | 2 |
431 | 1988 | 50 | 4 |
539 | 1988 | 70 | 1 |
596 | 1988 | 85 | 1 |
1130 | 1988 | 40 | 1 |
854 | 1988 | 85 | 1 |
1413 | 1988 | 60 | 1 |
378 | 1988 | 85 | 1 |
1104 | 1988 | 50 | 2 |
257 | 1988 | 50 | 2 |
898 | 1988 | 50 | 2 |
790 | 1988 | 50 | 3 |
66 | 1988 | 30 | 1 |
852 | 1988 | 60 | 1 |
1152 | 1988 | 70 | 4 |
91 | 1988 | 70 | 1 |
1347 | 1988 | 40 | 1 |
1009 | 1988 | 60 | 1 |
531 | 1988 | 60 | 2 |
913 | 1988 | 15 | 4 |
316 | 1988 | 50 | 1 |
337 | 1988 | 15 | 2 |
248 | 1988 | 50 | 1 |
345 | 1988 | 50 | 2 |
949 | 1988 | 15 | 1 |
1440 | 1988 | 30 | 2 |
826 | 1988 | 50 | 1 |
768 | 1988 | 60 | 2 |
1114 | 1988 | 50 | 4 |
286 | 1988 | 40 | 3 |
1281 | 1988 | 70 | 2 |
729 | 1988 | 70 | 1 |
1314 | 1988 | 30 | 1 |
1425 | 1988 | 60 | 2 |
538 | 1988 | 40 | 2 |
866 | 1988 | 85 | 1 |
1357 | 1988 | 60 | 2 |
1441 | 1988 | 15 | 1 |
730 | 1988 | 85 | 2 |
144 | 1988 | 30 | 2 |
1232 | 1988 | 60 | 2 |
1050 | 1988 | 50 | 1 |
1162 | 1988 | 50 | 1 |
717 | 1988 | 75 | 4 |
1403 | 1988 | 50 | 3 |
281 | 1988 | 60 | 1 |
928 | 1988 | 70 | 1 |
916 | 1988 | 70 | 4 |
472 | 1988 | 85 | 1 |
833 | 1988 | 50 | 1 |
211 | 1988 | 50 | 2 |
180 | 1988 | 30 | 4 |
987 | 1988 | 60 | 4 |
139 | 1988 | 60 | 3 |
614 | 1988 | 50 | 1 |
669 | 1988 | 50 | 2 |
116 | 1988 | 50 | 2 |
314 | 1988 | 50 | 1 |
952 | 1988 | 85 | 5 |
240 | 1988 | 50 | 1 |
459 | 1988 | 40 | 1 |
762 | 1988 | 50 | 2 |
1116 | 1988 | 85 | 1 |
121 | 1988 | 30 | 1 |
423 | 1988 | 60 | 1 |
1390 | 1988 | 60 | 1 |
95 | 1988 | 60 | 3 |
196 | 1988 | 50 | 1 |
846 | 1988 | 85 | 1 |
1422 | 1988 | 60 | 2 |
1323 | 1988 | 50 | 1 |
594 | 1988 | 85 | 1 |
647 | 1988 | 40 | 1 |
28 | 1988 | 30 | 2 |
1056 | 1988 | 85 | 1 |
885 | 1988 | 40 | 2 |
847 | 1988 | 50 | 1 |
844 | 1988 | 60 | 2 |
1185 | 1988 | 85 | 2 |
1384 | 1988 | 85 | 1 |
1133 | 1988 | 70 | 3 |
312 | 1988 | 85 | 2 |
1037 | 1988 | 70 | 1 |
267 | 1988 | 30 | 4 |
254 | 1988 | 50 | 2 |
1147 | 1988 | 40 | 1 |
15 | 1988 | 40 | 1 |
932 | 1988 | 70 | 1 |
795 | 1988 | 50 | 1 |
727 | 1988 | 50 | 1 |
1443 | 1988 | 70 | 3 |
214 | 1988 | 40 | 4 |
848 | 1988 | 100 | 1 |
122 | 1988 | 60 | 3 |
1196 | 1988 | 60 | 4 |
1100 | 1988 | 50 | 4 |
809 | 1988 | 50 | 2 |
1458 | 1988 | 50 | 3 |
37 | 1988 | 60 | 2 |
1054 | 1988 | 50 | 2 |
601 | 1988 | 50 | 1 |
796 | 1988 | 30 | 3 |
396 | 1988 | 75 | 3 |
1375 | 1988 | 40 | 1 |
701 | 1988 | 30 | 2 |
1040 | 1988 | 70 | 1 |
643 | 1988 | 50 | 3 |
937 | 1988 | 60 | 1 |
757 | 1988 | 70 | 3 |
315 | 1988 | 35 | 2 |
665 | 1988 | 70 | 2 |
1013 | 1988 | 70 | 1 |
607 | 1988 | 60 | 3 |
1119 | 1988 | 70 | 1 |
16 | 1988 | 40 | 1 |
408 | 1988 | 70 | 4 |
1337 | 1988 | 50 | 2 |
1453 | 1988 | 60 | 3 |
828 | 1988 | 40 | 5 |
494 | 1988 | 70 | 3 |
1230 | 1988 | 50 | 2 |
487 | 1988 | 15 | 1 |
1111 | 1988 | 40 | 3 |
433 | 1988 | 60 | 2 |
445 | 1988 | 40 | 2 |
1015 | 1988 | 70 | 1 |
632 | 1988 | 70 | 2 |
138 | 1988 | 70 | 1 |
1077 | 1988 | 50 | 1 |
998 | 1988 | 70 | 3 |
47 | 1988 | 60 | 2 |
492 | 1988 | 70 | 1 |
382 | 1988 | 50 | 4 |
592 | 1988 | 70 | 4 |
455 | 1988 | 50 | 5 |
907 | 1988 | 70 | 2 |
1421 | 1988 | 50 | 1 |
1463 | 1988 | 85 | 1 |
19 | 1988 | 60 | 3 |
1312 | 1988 | 100 | 2 |
621 | 1988 | 60 | 1 |
821 | 1988 | 50 | 1 |
368 | 1988 | 50 | 1 |
406 | 1988 | 60 | 5 |
617 | 1988 | 70 | 1 |
283 | 1988 | 50 | 1 |
504 | 1988 | 70 | 4 |
140 | 1988 | 50 | 3 |
842 | 1988 | 50 | 1 |
1164 | 1988 | 85 | 1 |
543 | 1988 | 70 | 2 |
1461 | 1988 | 40 | 4 |
1288 | 1988 | 70 | 2 |
260 | 1988 | 70 | 2 |
1264 | 1988 | 50 | 2 |
364 | 1988 | 70 | 2 |
1033 | 1988 | 50 | 1 |
725 | 1988 | 50 | 2 |
909 | 1988 | 15 | 1 |
137 | 1988 | 60 | 1 |
1080 | 1988 | 50 | 4 |
558 | 1988 | 85 | 1 |
1003 | 1988 | 70 | 3 |
302 | 1988 | 20 | 5 |
1442 | 1988 | 60 | 1 |
1141 | 1988 | 60 | 2 |
779 | 1988 | 50 | 1 |
629 | 1988 | 60 | 1 |
205 | 1988 | 70 | 2 |
1308 | 1988 | 85 | 2 |
972 | 1988 | 60 | 2 |
1418 | 1988 | 50 | 1 |
329 | 1988 | 50 | 1 |
439 | 1988 | 70 | 1 |
307 | 1988 | 85 | 1 |
853 | 1988 | 60 | 2 |
481 | 1988 | 50 | 2 |
867 | 1988 | 60 | 1 |
219 | 1988 | 60 | 1 |
1345 | 1988 | 50 | 1 |
1021 | 1988 | 30 | 1 |
17 | 1988 | 50 | 2 |
512 | 1988 | 85 | 2 |
1247 | 1988 | 50 | 4 |
1367 | 1988 | 50 | 1 |
1010 | 1988 | 85 | 1 |
759 | 1988 | 40 | 1 |
1158 | 1988 | 70 | 1 |
863 | 1988 | 15 | 1 |
23 | 1988 | 50 | 3 |
1473 | 1988 | 75 | 1 |
326 | 1988 | 50 | 1 |
253 | 1988 | 60 | 1 |
969 | 1988 | 50 | 1 |
143 | 1988 | 50 | 3 |
840 | 1988 | 60 | 1 |
718 | 1988 | 60 | 1 |
722 | 1988 | 100 | 1 |
48 | 1988 | 90 | 4 |
568 | 1988 | 60 | 2 |
1028 | 1988 | 50 | 3 |
1378 | 1988 | 70 | 2 |
343 | 1988 | 70 | 1 |
152 | 1988 | 40 | 1 |
1450 | 1988 | 70 | 1 |
956 | 1988 | 40 | 4 |
1368 | 1988 | 90 | 1 |
1331 | 1988 | 60 | 1 |
549 | 1988 | 60 | 4 |
1322 | 1988 | 60 | 2 |
991 | 1988 | 50 | 1 |
528 | 1988 | 50 | 4 |
1120 | 1988 | 15 | 3 |
1437 | 1988 | 30 | 1 |
1388 | 1988 | 50 | 3 |
1055 | 1988 | 50 | 1 |
158 | 1988 | 30 | 3 |
207 | 1988 | 60 | 2 |
352 | 1988 | 50 | 2 |
1068 | 1988 | 30 | 4 |
243 | 1988 | 50 | 2 |
1019 | 1988 | 50 | 2 |
1376 | 1988 | 70 | 1 |
1248 | 1988 | 40 | 4 |
1260 | 1988 | 50 | 5 |
1038 | 1988 | 20 | 5 |
963 | 1988 | 60 | 3 |
689 | 1988 | 100 | 1 |
226 | 1988 | 70 | 1 |
1445 | 1988 | 60 | 1 |
440 | 1988 | 50 | 2 |
1446 | 1988 | 70 | 3 |
1173 | 1988 | 100 | 1 |
200 | 1988 | 50 | 1 |
1399 | 1988 | 40 | 1 |
1024 | 1988 | 50 | 1 |
555 | 1988 | 85 | 3 |
652 | 1988 | 50 | 4 |
1031 | 1988 | 85 | 1 |
666 | 1988 | 50 | 1 |
101 | 1988 | 60 | 3 |
1166 | 1988 | 85 | 1 |
860 | 1988 | 60 | 1 |
772 | 1988 | 50 | 1 |
471 | 1988 | 70 | 2 |
206 | 1988 | 70 | 2 |
1405 | 1988 | 40 | 1 |
743 | 1988 | 85 | 1 |
966 | 1988 | 85 | 1 |
109 | 1988 | 0 | 2 |
1078 | 1988 | 60 | 3 |
1436 | 1988 | 70 | 1 |
1216 | 1988 | 50 | 1 |
585 | 1988 | 60 | 1 |
1062 | 1988 | 50 | 1 |
1286 | 1988 | 50 | 2 |
1221 | 1988 | 50 | 1 |
33 | 1988 | 50 | 5 |
1349 | 1988 | 60 | 1 |
100 | 1988 | 15 | 4 |
218 | 1988 | 40 | 3 |
1460 | 1988 | 70 | 3 |
1290 | 1988 | 50 | 2 |
520 | 1988 | 60 | 3 |
1107 | 1988 | 50 | 2 |
1088 | 1988 | 70 | 2 |
723 | 1988 | 85 | 1 |
1392 | 1988 | 40 | 3 |
675 | 1988 | 60 | 2 |
220 | 1988 | 50 | 1 |
335 | 1988 | 50 | 1 |
557 | 1988 | 60 | 4 |
726 | 1988 | 85 | 1 |
1410 | 1988 | 70 | 3 |
1086 | 1988 | 70 | 1 |
350 | 1988 | 50 | 1 |
641 | 1988 | 50 | 2 |
1342 | 1988 | 0 | 1 |
696 | 1988 | 0 | 4 |
1093 | 1988 | 70 | 1 |
1355 | 1988 | 50 | 2 |
426 | 1988 | 75 | 1 |
1371 | 1988 | 60 | 3 |
323 | 1988 | 60 | 4 |
145 | 1988 | 50 | 2 |