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DATA MININGA search within a lot of data for info, insight and comprehension of tendencies
Statistical examination to discover patterns
Not MAGIC BULLET - helps with course of action
EXPLORATORY - not 100%
PREDICTIVE ANALYTICSuses facts to forecast the future
what is their past behavior???
Looks at demographic & behavioral elements
Behavioral elements are important to predict actual behavior
Just because someone makes $200k per year does not make them a good prospect for athletics
55 year old man
rarely attends sporting events
55 year old woman
repeatedly goes to athletic events
purchases a lot of athletic merchandise
DEMOGRAPHICS OR BEHAVIOR???
misguiding!
Predictive Analytical Model - Dan Luperchio (Johns Hopkins)
Case study at 10 institutions
Based on variables
Graduation year, gender, race, city/state, # of children
Successful at all 10 institutions
Conclusion shows predictive scores will identify prospects in alumni databases likely to make a major gift
IDENTIFIES major prospects for:
FROM CONSITUENCIES (PART-TIME ALUMNI) OR COHORT (Grad Year)
PREDICTS RESPONSE TO PARTICULAR ANNUAL FUND SOLICITATION OR SOLICITATION VEHICLE (email/letter/call)
THE SUCCESS OF THIS CASE STUDY CLEARLY HAS POTENTIAL TO PRODUCE TANGIBLE REWARDS IN THE SPORT FUNDRAISING ARENA
DATA MINING & PREDICTIVE ANALYTICS IN HIGHER EDUCATIONUNSTABLE ECONOMY TIGHT BUDGETS STAFF CUTBACKS/HIRING FREEZES ALUMNI, FACULTY, STAFF, DONOR BASE = CRITICAL TO OPERATION
ECONOMY AFFECTS FUNDRAISING FOR COLLEGE ATHLETIC FACILITIESATHLETIC SPENDING = SOURCE OF TENSIONS BETWEEN CORE MISSION OF UNIVERSITY AND COMMERCIAL VALUES
*KNIGHT COMMISSION ON INTERCOLLEGIATE ATHLETICS STUDY, 2011
ADDING ADDITIONAL REVENUE SOURCES
PREMIUM SEATING
ATHLETIC ONLY FACILITIES - Led to creation of REC CENTERS
Use of student fees/integration of facilities now a smart move
As a result of competitive environment…
IF CORE MISSION IS TO RAISE $, NOT A GOOD IDEA TO ELIMINATE FUNDRAISERS LIFEBLOOD
WHY IS ATHLETICS A TREMENDOUS ASSET TO THE UNIVERSITY???
From March 21 to March 25, 2012, visits on the admissions page of the FGCU website jumped from 2,280 to 42,793
The visits to the school website jumped from 47,067 to 230,985 and the athletics website visits jumped from 8,177 to 117,113, according to school records
When Butler reached the national title game in 2010 NCAA Tournament, applications went up 41 percent.