Leadership Style in K 12 Among High School Analysis Essay

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Mathematics

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1. A researcher wanted to know if there was a difference between male and female doctoral students who did there undergraduate work a specific university and whether or not these students were accepted into the same university’s doctoral program. The research question is: is there a difference between male and female doctoral students in regard to whether they are accepted or not into the doctoral program of the same university where they did their undergraduate work? The researcher ran a chi-square test and the results are listed below. Observed values Male Female Sum Accepted 110 115 225 Not Accepted 80 95 175 190 210 400 X2 0.39782 P Value 0.528217 What can the researcher determine from the data analyses? • Summarize the statistical scenario and provide an analysis and critique of the scenario. • Your response should be detailed and written in paragraph format. • Report whether the results are significant. Discuss the statistical significance in your analysis and interpretation of the results. What are the implications for leaders in the organization based on these results? • What would be the researchers next steps in research, and what other factors can the researcher consider? 2. A researcher compared employee job satisfaction among three different social media companies. Each CEO displayed a different type of leadership style based on self and peer evaluations using a popular leadership styles instrument. The job satisfaction scale scores, according to the implementation manual, range from 0-50. Review the statistical test below. Anova: Single Factor SUMMARY Groups Transactional Count 35 Sum 639 Average 18.25714 Variance 13.72605 Transformational 35 643 18.37143 10.24034 Laissez-Faire 35 630 18 9.294118 Source of Variation SS df MS F P-value Between Groups 2.533333 2 1.266667 0.11425 0.892149 Within Groups 1130.857 102 11.08683 Total 1133.39 104 ANOVA F crit 3.085465 What can the researcher determine from the data analyses? • Summarize the statistical scenario and provide an analysis and critique of the scenario. • Your response should be detailed and written in paragraph formal. • Report whether the results are significant. Discuss the statistical significance and practical significance in your analysis and interpretation of the results. What are the implications for leaders in the organization based on these results? • What would be the researchers next steps in research, and what other factors can the researcher consider? 3. A local university research is interested in what type of leadership is perceived to be preferred among K-12 faculty within the state’s public schools. The researcher implemented a reliable and Valid leadership styles instrument among a Sample of districts throughout the state. The research question is: is there a difference in perception of the most preferred leadership style in K-12 among high school, middle school, and elementary faculty. The results of the statistical test are listed below: Observed High School Authortanan 8 Democratic 55 Laissez-Faire 11 Sum 74 Middle School 17 21 5 43 Elementary 10 32 75 117 35 108 91 234 X2 P value 81.51048 8.34 E-17 What can the researcher determine from the data analyses? • Summarize the statistical Scenario and provide an analysis and critique of the Scenario. • Your response Should be detailed and written in paragraph format. X & WEBCAM maining Time: 57 minutes, 52 seconds. estion Completion Status: Elementary 10 32 75 117 35 108 91 234 x² 81.51048 P Value 8.34E-17 What can the researcher determine from the data analyses? h Summarize the statistical scenario and provide an analysis and critique of the scenario. • Your response should be detailed and written in paragraph format. Report whether the results are significant. Discuss the statistical significance and practical significance in your analysis and interpretation of the results. What are the implications for leaders in the organization based on these results? What would be the researchers next steps in research, and what other factors can the researcher consider? For the toolbar, press ALT+F10 (PC) or ALT+FN+F10 (Mac). B I U S Paragraph Arial 10pt TIT V Αν I % Ō Q 5 ES x² X₂ A = T - +] ABC ✓ 5 T 19 Ω 2 x E EX: 图 † (:) Ra KS Click Save and Submit to save and submit. Click Save All Answers to save all answers. Save All Answers Save and Submit
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1

Statistics

Student’s Name
Institution Affiliation
Course Name and Number
Instructor’s Name
Date

2
Statistics
Question 1
According to the given scenario, the research question is: is there a difference between
male and female doctoral students in regard to whether they are accepted or not into the doctoral
program of the same university where they did their undergraduate work? Therefore, we will
formulate our hypothesis as follows:
1. H0: There is no difference between gender of the doctoral student and their acceptance to
a doctoral program of the same university where they did their undergraduate work
(independent).
2. H1: There is a difference between gender of the doctoral student and their acceptance to a
doctoral program of the same university where they did their undergraduate work
(dependent).
We will use significance level of 𝛼 = 0.05, hence we would reject the null hypothesis if the
𝑝 − 𝑣𝑎𝑙𝑢𝑒 ≤ 0.05. The given results show a chi-square test statistic of 𝜒 2 = 0.39782 and a pvalue of 0.528217. Since the 𝑝 − 𝑣𝑎𝑙𝑢𝑒 = 0.528217 ≥ 0.05, we fail to reject the null
hypothesis and conclude that there is no difference between gender of the doctoral student and
their acceptance to a doctoral program of the same university where they did their undergra...


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