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How Much Money Will YOU Give Back?
• Research Question: What factors determine how much money, if any at all, a CMC alumnus will give back to the school?
• Objective: We would like to know if one’s gender, last dorm, sports involvement, major, and/ or graduate degree, current residence, CMC children, will affect how if and how much money they give back to the school.
• Hypothesis: We believe one’s major and graduate degree will affect donation likelihood the most, followed by gender, sports involvement, CMC children, current residence, and lastly, senior year dorm.
Summary Statistics• Data obtained from “Phonenite” @ CMC.• Population Size: 13747 Alumni• Sample Selected: 9022 Alumni
Dependent Variable Percentage of Population
Female 18.50%
In-State 49.60%
CMC Children 2.70%
Graduate Degree 48.87%
Athlete 59.00%
Simple RegressionsMajor T-Statistic Value Major T-Statistic Value
Accounting -0.26117 Government -1.10484Biological Sciences
-0.71744 Humanities -0.72312
Chemical Sciences -0.28276 International Relations
-0.61523
Cultural Studies -0.30122 Literature -0.83654
Economics 3.580971 Management Engineering
-0.32970
Econ-Accounting -0.72149 Mathematics -0.50104
EEP -0.31173 PPE -0.45010General Sciences -0.66475 Psychology -0.72000
T-Statistics for Regressions Performed against Majors
Simple RegressionsGraduate Degree T-Statistic Value
PHD -0.66926
MD -0.43922
LLB -0.20631
MA -0.74748
MBA 4.29000
LLM 0.06431
JD 0.970096
MS 0.059127
T-Statistics for Regressions Performed against Graduate Degrees
Final Regression!Independent
VariableT-Statistic Value
Economics 2.259791
Female-0.67056
MBA3.340906
Children9.972906
In-State2.345407
Abroad-0.32417
Fun Facts!
Highest Overall Average Contributor By Dorm: WohlfordLowest Overall Average Contributor By Dorm: Marks
Highest Overall Average Contributor By Quad: North QuadLowest Overall Average Contributor By Quad: Mid Quad
Highest Individual Contribution: $10,196,371.29Lowest Individual Contribution: $1.00
*Female and male contribution was almost equivalent.
So What? • Our conclusion reveals that an ideal donor is…
– An Economics Major– Obtained an MBA– Lives in California– Has Children Who Attend CMC– From North Quad
• Factors that do not affect donation amount…– Major other than Economics– Graduate Degree other than MBA– Current Global Position– Graduation Year– Gender– Athlete