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Achieving the Dream Using Data at SFCC Developing a Culture of Evidence Presentation to the Retention Committee February, 2006
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Definitions Data Set – The data consist of the total credit course enrollments for grades (i.e. minus audits and classes dropped or deleted prior to census) in Fall, 2005. N=10,223 This is a duplicate count. That is, if a single student enrolled in 4 courses in fall semester, they would equate to 4 data points in the overall data set.
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Definitions Success Rate – the percentage of students who complete a credit course with a grade of “A,” “B,” “C,” “P,” “IP,” or “PR.” Non-Success Rate – the percentage of students who complete a credit course with a grade of “D,” “F,” or “I.” Withdrawal Rate – the percentage of students who drop a credit course after the census date
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Definitions Full-Time – Students enrolled for 12 credits or more in Fall 2005 Part-Time – Students enrolled for less than 12 credits in Fall 2005 Degree-Seeking – Students who have declared a major as of Fall 2005 Non-Degree-Seeking – Students who have not declared a major as of Fall 2005
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Interpreting the Data What should be an overall benchmark goal? Common sense versus statistical models How much difference makes a difference?
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Why course completion? Basic student retention data must account for at least 2 important variables –Student intent to persist –Environmental variables Course completion data accounts for student intent Course completion leads to retention which leads to graduation
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How the data were analyzed Student Success Rate Student Non-Success Rate Student Withdrawal Rate Comparing these Rates by: Full-Time/Part-Time Status Student Demographics (Age/Gender/Ethnicity) Developmental English and Math Gateway English and Math Online
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College Credit Course Success By Student Type Full-TimePart-Time Number% % Success 3,46976.2% 4,27375.8% Nonsucces s 4058.9% 3656.5% Withdraw 68014.9% 1,00017.7% Total 4,554100.0% 5,638100.0%
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College Credit Course Success By Student Ethnicity White-Non- HispanicHispanic Number% % Success 3,39679.7% 3,18271.9% Nonsuccess 2295.4% 4079.2% Withdraw 63314.9% 83418.9% Total 4,258100.0% 4,423100.0%
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College Credit Course Success Degree-Seeking Students by Ethnicity and Status Full TimePart Time White-Non- HispanicHispanic White-Non- HispanicHispanic Number% % % % Success 1,15882.0% 1,61773.5% 1,22577.0% 1,02468.1% Nonsuccess 654.6% 22710.3% 1056.6% 1218.1% Withdraw 19013.4% 35516.1% 26016.4% 35823.8% Total 1,413100.0% 2,19999.9% 1,590100.0% 1,503100.0%
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College Credit Course Success Students in Developmental Math (100-109) All StudentsFull TimePart Time Number% % % Success 35662.7% 19764.0% 15961.2% Nonsuccess 8214.4% 5417.5% 2810.8% Withdraw 13022.9% 5718.5% 7328.1% Total 568100.0% 308100.0% 260100.0%
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College Credit Course Success Students in Developmental Math (100- 109) All StudentsMaleFemale Number% % % Success 35662.7% 10455.6%24766.0% Nonsuccess 8214.4% 3217.1%4913.1% Withdraw 13022.9% 5127.3%7820.9% Total 568100.0% 187100.0%374100.0%
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College Credit Course Success Students in Developmental Math (100- 109) All StudentsUnder 25Over 25 Number% % % Success 35662.7% 21558.7% 13969.8% Nonsuccess 8214.4% 6517.8% 178.5% Withdraw 13022.9% 8623.5% 4321.6% Total 568100.0% 366100.0% 199100.0%
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College Credit Course Success Students in Developmental Math (100- 109) All Students White Non- HispanicHispanic Number% % % Success 35662.7% 11071.9%20459.6% Nonsuccess 8214.4% 149.2%5516.1% Withdraw 13022.9% 2919.0%8324.3% Total 568100.0% 153100.0%342100.0%
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College Credit Course Success Students in Developmental English (107-110L) All StudentsFull TimePart Time Number% % % Success 28262.9% 15768.3% 12443.8% Nonsuccess 419.2% 2310.0% 196.7% Withdraw 12527.9% 5021.7% 7526.5% Total 448100.0% 230100.0% 21877.0%
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College Credit Course Success Students in Developmental English (107-110L) All StudentsMaleFemale Number% % % Success 28262.9% 8553.5%19167.5% Nonsuccess 419.2% 2213.8%196.7% Withdraw 12527.9% 5232.7%7325.8% Total 448100.0% 159100.0%283100.0%
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College Credit Course Success Students in Developmental English (107-110L) All Students White Non- HispanicHispanic Number% % % Success 28262.9% 6765.7%18563.6% Nonsuccess 419.2% 76.9%268.9% Withdraw 12527.9% 2827.5%8027.5% Total 448100.0% 102100.0%291100.0%
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College Credit Course Success Students in Gateway English (111-112) All StudentsFull TimePart Time Number% % % Success 28071.1% 15269.7% 12872.7% Nonsuccess 266.6% 198.7% 74.0% Withdraw 8822.3% 4721.6% 4123.3% Total 394100.0% 218100.0% 176100.0%
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College Credit Course Success Students in Gateway English (111-112) All StudentsMaleFemale Number% % % Success 28071.1% 9366.9%18673.5% Nonsuccess 266.6% 117.9%155.9% Withdraw 8822.3% 3525.2%5220.6% Total 394100.0% 139100.0%253100.0%
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College Credit Course Success Students in Gateway English (111-112) All StudentsUnder 25Over 25 Number% % % Success 28071.1% 16767.1% 11377.9% Nonsuccess 266.6% 218.4% 53.4% Withdraw 8822.3% 6124.5% 2718.6% Total 394100.0% 249100.0% 145100.0%
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College Credit Course Success Students in Gateway English (111-112) All StudentsWhite Non-HispanicHispanic Number% % % Success 28071.1% 10980.1%13564.6% Nonsuccess 266.6% 64.4%178.1% Withdraw 8822.3% 2115.4%5727.3% Total 394100.0% 136100.0%209100.0%
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College Credit Course Success Students in Gateway Math (121) All StudentsFull TimePart Time Number% % % Success 6579.3% 3876.0% 2784.4% Nonsuccess 67.3% 48.0% 26.3% Withdraw 1113.4% 816.0% 39.4% Total 82100.0% 50100.0% 32100.0%
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College Credit Course Success Students in Gateway Math (121) All StudentsMaleFemale Number% % % Success 6579.3% 1168.8%2779.4% Nonsuccess 67.3% 212.5%25.9% Withdraw 1113.4% 318.8%514.7% Total 82100.0% 16100.0%34100.0%
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College Credit Course Success Students in Gateway Math (121) All StudentsUnder 25Over 25 Number% % % Success 6579.3% 2873.7% 1090.9% Nonsuccess 67.3% 37.9% 19.1% Withdraw 1113.4% 718.4% -0.0% Total 82100.0% 38100.0% 11100.0%
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College Credit Course Success Students in Gateway Math (121) All Students White Non- HispanicHispanic Number% % % Success 6579.3% 2278.6%3378.6% Nonsuccess 67.3% 13.6%37.1% Withdraw 1113.4% 517.9%614.3% Total 82100.0% 28100.0%42100.0%
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College Credit Course Success Total and On-Line Courses TotalOn-Line Courses Number% % Success 7,74276.0% 60169.5% Nonsuccess 7707.6% 10311.9% Withdraw 1,68016.5% 16118.6% Total 10,192100.0% 865100.0%
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