SPSS Exercise
Each problem below describes a different research question. For each problem, you will state the null and alternative hypotheses, determine which statistical test is appropriate to answer each question, run the analysis using SPSS and the accompanying data set from Blackboard, and then draw a conclusion based on the results of the analysis. Keep all of your SPSS output from running each analysis.
A researcher wishes to assess whether vitamin C is effective in the treatment of colds. To evaluate her hypothesis, she decides to conduct a 2-year experimental study. She obtains 30 volunteers from undergraduate classes to...
86 34.00 additive 2 9 11.33 Total 16 Test Statisticsb gas mileage Mann-Whitney U 6.000 Wilcoxon W 34.000 Z -2.701 Asymp. Sig. (2-tailed) .007 Exact Sig. [2*(1-tailed Sig.)] .005a a. Not corrected for ties. b. Grouping Variable: fuel additives (per m) P (1) 0.004 P (2) 0.008 With the two P. values being so far apart, as well as the variance of the two groups being of significant value, around 2 whole values, it is clear that there is a significant difference to be noted between the two sample groups. Through the analysis of both
PHYSICAL EXERCISE AND MENTAL HEALTH Data Analysis ProceduresThe study seeks to determine the relationship between physical activities and mental health in teachers. The data was analyzed using SPSS version 15.0. Chi-square tests were used to test demographic differences in the frequency of exercising and the type of exercises undertaken. Analysis of variance (ANOVA) was conducted to assess differences in mental health status by the type and frequency of physical exercise.
Leadership Effectiveness Inventory Data Reliability Analysis After collecting data from the Nordic questionnaires, a reliability test was carried out to ascertain whether the nine scales used could predict overall satisfaction with the manager as a leader. The analysis found the scales reliable and moreover, it was apparent that reducing the questions in the questionnaires could not compromise data reliability. In addition, communication, planning/execution and teamwork were proved to be the best predictors
Autonomy-Supportive Coaching Autonomy-Supporting Coaching Not unlike the world of business, many researchers and pundits have evaluated and looked at the world of sports as a way to analyze whether and how certain coaching styles are beneficial or non-beneficial in terms of the performance and outcomes of the team in question. Of course, the question is a multi-faceted one and analyzing such a question in a controlled environment can be difficult. Samples sizes
Validity of the ACSM prediction equation to estimate submaximal O2 during cycle ergometry in cyclists and aerobically-trained non-cyclists Several methods have been developed to estimate oxygen consumption ( O2) during exercise. The American College of Sports Medicine (ACSM) developed equations to predict the energy cost of various activities, including walking, running, and arm and cycle ergometry. The ACSM cycle ergometery equation uses pedal frequency (rpm), distance of flywheel travel (meters), applied resistance to
Sports Participation And Character Development sports participation CHARACTER DEVELOPMENT Opening statement Summary of the literature framing history of the project, using 5 articles related to the problem Gaps and/or deficiencies in prior research Importance of present study Why the study should be pursued For whom is it important Purpose of the statement Research design (experimental, quasi-experimental, or non-experimental) Theory tested or described Intent (describe, compare, relate) Variables (independent, dependent, controlling, intervening) Research question(s) and hypotheses Does sport build character? Can sports participation result in positive character development? Can
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