(Mt) – Stetson University Data Analysis Project

Hello, I am done and the paper is good. Pleasure working with you and don’t forget to invite me in your future assignmentsRunning head: DATA ANALYSISDATA ANALYSISStudent’s NameInstitution AffiliationDateDATA ANALYSIS1Data AnalysisQuestion 1: Correlation table and Means and Standard Deviations.On the output PDFQuestion 2: Answering few questionsa. The correlation between optimism and extraversion is 0.453. The significant is statisticallysignificant because it has a positive direction indicating better relation between thevariables.b. The correlation between neuroticism and self-esteem is -0.639. The result is not statisticallysignificant because it has a negative relation that is approaching the set limit of -1.c. The correlation between creativity and self-esteem is 0.278. The results is statisticallysignificant because it is positive.d. The correlation between creativity and creativity is 1. The strong correlation indicate thatthe variables (creativity and creativity) fit to each other perfectlye. The variables with negative correlation include duration & creativity, duration & selfesteem, duration & self-efficacy, duration & optimism, and neuroticism & self-esteem.f. Achievement striving is significantly correlated with extraversion, creativity, self-esteem,self-efficacy, and optimism.Question 3: Meansa. The most extraverted section of the class is extraversion, neuroticism, creativity becausethey are all at a percentage of 100% under the included cases.b. The section that has a lower level is the optimism because of the low mean reported of 2.35DATA ANALYSIS2c. The section with a higher level on average is the achievement striving due to the high meanscore of 4.3783.Question 4: Theory and hypothesisa. The entrepreneurial intentions are mostly driven by the availability of creativity, selfesteem, and self-efficacy.b. Output on the PDFc. Table questionsi.My hypothesis was not supported because the tested Sig was 0.104 that is higherthan the recommended 0.05.ii.Creativity had the biggest effect on my dependent variables because the coefficientof 0.399 was the highest recorded from the statistical test.iii.Self-efficacy had the smallest effect because of the negative standardizedcoefficient beta of -0.282.Question 5: General QuestionUpon the analysis of the tested analyses, the entrepreneurial intentions are highly determined bythe creativity of an individual. The reason for making the conclusion is due to the highest absoluteeffect on the standardized coefficient beta that were obtained. The variable with a great positiveeffect in making an independent variable have a better results will have the biggest chance ofbeings elected when such decisions are to be made.CORRELATIONS/VARIABLES=Duration__in_seconds_ Section Gender CatsOrDogs HotDogSandwich StetsonSatisfaction SoBA/PRINT=TWOTAIL NOSIG/STATISTICS DESCRIPTIVES/MISSING=PAIRWISE.CorrelationsNotesOutput Created08-OCT-2019 09:47:21CommentsInputDataD:JobJaphetMuuoMGMT305_DATA_Fall2019_Clean.savActive DatasetDataSet1FilterWeightSplit FileN of Rows in WorkingData FileMissing Value HandlingDefinition of MissingCases UsedSyntax47User-defined missing values aretreated as missing.Statistics for each pair of variablesare based on all the cases with validdata for that pair.CORRELATIONS/VARIABLES=Duration__in_seconds_ Section Gender CatsOrDogsHotDogSandwichStetsonSatisfactionSoBASatisfaction ExtraversionNeuroticism Creativity SelfEsteemSelfEfficacy OptimismAchievementStrivingEntrepreneurial_Intentions/PRINT=TWOTAIL NOSIG/STATISTICS DESCRIPTIVES/MISSING=PAIRWISE.ResourcesProcessor Time00:00:00.08Elapsed Time00:00:00.11[DataSet1] D:JobJaphet MuuoMGMT305_DATA_Fall2019_Clean.savPage 1Descriptive StatisticsDuration (in seconds)MeanStd. DeviationN6902.553243199.7358447What section of the classare you in?1.49.50547Please choose the onethat best identifies you. Selected Choice.55.50347If you had to chose: Catsor Dogs?.89.31247Is a hot dog a sandwich?.43.50047How satisfied are you withStetson?3.891.03944How satisfied are you withthe school of business?4.42.54345Extraversion3.5745.5976347Neuroticism2.1957.6593747Creativity3.3085.5874947SelfEsteem4.0304.6116946SelfEfficacy4.1478.5032146Optimism2.2500.4641646AchievementStriving4.2200.50614453.2938.8759045Entrepreneurial_IntentionsPage 2CorrelationsWhat sectionof the classare you in?Duration (inseconds)Duration (in seconds)Pearson Corr…

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