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Unit 2 Practitioner's Work Chi- square1 Unit 2 Practitioner’s Work Johnson’s Conflict-Leadership Style Measure (Proverbs)
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Unit 2 Practitioner's Work Chi- square2 What is your conflict style and is there a difference between our hypothetical groups? First, take the measure to determine your conflict leadership style. http://www.csb.uncw.edu/people/magnus j/MGT%20358%20Lecture%20Slides/conf ict%20management%20strategies%20qu estionnaire.doc http://www.csb.uncw.edu/people/magnus j/MGT%20358%20Lecture%20Slides/conf ict%20management%20strategies%20qu estionnaire.doc Source: Johnson, David W. Reaching out, interpersonal effectiveness and self actualization. (2nd ed.) New York: Prentice Hall, 1981.
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Unit 2 Practitioner's Work Chi- square3 Conflict Strategy The higher the total score for each conflict strategy, the more frequently you tend to use that strategy. The lower the total score is for each conflict strategy, the less frequently you tend to use that strategy.
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Unit 2 Practitioner's Work Chi- square4 Hypothetical Study Imagine a study was conducted to determine the leadership styles of communication and leadership majors versus business majors. Research question: “Are there differences in the conflict-leadership styles of between communication and leadership majors and business majors?" Operational definition for our hypothetical study. "Conflict-leadership style is the primary style of the individual as measured by the Proverb Conflict- Leadership Style Inventory (Johnson, 1981).“
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Unit 2 Practitioner's Work Chi- square5 An example experimental study. We could give a pretest, a treatment--say taking a communication and leadership course--and a post-test. We could measure changes caused by the treatment.
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Unit 2 Practitioner's Work Chi- square6 Chi-square We would use a Chi-square because it is nominal data. When using Chi-square, you'll typically want at least 20 people or items per cell for accurate results.
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Unit 2 Practitioner's Work Chi- square7 Imagine the hypothetical results looked like this information. Group by Major Withdrawing (the Turtle) Avoiding Forcing (the Shark) Competing Smoothing (the Teddy Bear) Accommodatin g Compromising ( the Fox) Compromising Confronting (the Owl) Collaborating Group 1 Communication & Leadership Majors 2050 100150 Group 2 Business Majors 201801003040
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Unit 2 Practitioner's Work Chi- square8 Enter the data and calculate. CALCULATE in an online calculator, SPSS, EXCEL, or other program. Enter the data and calculate. Is there a difference between the two groups (Communication & Leadership Majors and Business Majors?
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Finding An Online Calculator If a link doesn’t work, find your own. You can search by using your favorite browser and entering “statistics calculator” or “chi-square calculator” or similar key words. Unit 2 Practitioner's Work Chi- square9
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Online Calculators I recommend a university-based calculator like this one, but there are many fine commercial calculators too. http://people.ku.edu/~preacher/chi sq/chisq.htm http://people.ku.edu/~preacher/chi sq/chisq.htm Unit 2 Practitioner's Work Chi- square10
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Unit 2 Practitioner's Work Chi- square11 Enter the data. In this case, a free online Chi-square calculator was used.
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Unit 2 Practitioner's Work Chi- square12 When you enter the data and calculate, here is the result:
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Unit 2 Practitioner's Work Chi- square13 Chi-square table. "The number of degrees of freedom associated with a contingency table consisting of r rows and c columns is (r-1) (c-1)... In order to test the null hypothesis, we compare the test statistic with the critical value Chi-square at the probability level we want to use. Let us use.05.“
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Unit 2 Practitioner's Work Chi- square14 Using a Chi-Square Table Go to a Chi-Square table in any statistics textbook or online, and you can see whether or not there is a significant difference. In this case, when you check the table, the results are higher than needed for a.05 level of confidence or a.001 level of confidence.
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Unit 2 Practitioner's Work Chi- square15
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Unit 2 Practitioner's Work Chi- square16 If you look at the degrees of freedom at the left (select 4 for this example remember) and go across to.05 level, the Chi-square needs to be higher than 9.488. The data yield a Chi-square much higher than needed to suggest there is a significant difference between the two majors.
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Unit 2 Practitioner's Work Chi- square17 Interpretation We can be confident that these results did not happen by chance. The results cannot "prove" anything, but "suggest" or "support." We interpret that in this hypothetical study, communication and leadership majors are more likely to use a collaboration style and business majors are more likely to use a competitive style.
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Unit 2 Practitioner's Work Chi- square18 "The data suggest a difference between the conflict-leadership styles of communication and leadership majors and business majors." Remember, this study is fictional, not real.
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Unit 2 Practitioner's Work Chi- square19 Null hypothesis. If the hypothesis is H0: There is no significant difference between the conflict-leadership style of communication and leadership majors and business majors, we reject the null hypothesis. Explanation about null hypothesis: http://www.stats.gla.ac.uk/st eps/glossary/hypothesis_testing.html
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Unit 2 Practitioner's Work Chi- square20 Hypothesis: If our hypothesis is: "There is a significant difference between the conflict-leadership style of communication and leadership majors and business majors,” then the data supports the hypothesis.
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Unit 2 Practitioner's Work Chi- square21 End You’re making progress up the hill!
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