keene state college – new hampshire marj droppa, phd dick jardine, phd acha annual conference 2013
TRANSCRIPT
![Page 1: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/1.jpg)
Keene State College – New HampshireMarj Droppa, PhDDick Jardine, PhD
ACHA Annual Conference2013
![Page 2: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/2.jpg)
Objective 1 Relationship between
wellness & academics
Objective 2 Impact of risky health
behavior on success of first-year cohorts
Objective 3 Using research to keep
our first-years in school
![Page 3: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/3.jpg)
Relationship between Wellness and Academic Performance
![Page 4: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/4.jpg)
![Page 5: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/5.jpg)
Dropout
![Page 6: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/6.jpg)
1. Stress – 29%
2. Sleep – 20%
3. Anxiety – 19%
4. Cold/flu – 14%
7. Depression – 11.3%
![Page 7: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/7.jpg)
2 first-year cohorts
Entry – Graduation
Race/ethnicity
![Page 8: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/8.jpg)
By 2017: 20 million college students
First generation Female Black, Hispanic,
Asian Veterans Disabilities
![Page 9: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/9.jpg)
SexualWellness
Emotional Wellness
Physical Wellness
Drug/AlcoholWellness
COLLEGE WELLNESS SURVEY
![Page 10: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/10.jpg)
Overall Wellness Score
Score in each Wellness Dimension Drugs/Alcohol Sexual Wellness Emotional Wellness Physical Wellness
![Page 11: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/11.jpg)
![Page 12: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/12.jpg)
![Page 13: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/13.jpg)
Impact of risky health behavior on first-year academic performance
![Page 14: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/14.jpg)
Institution comparison – Respondent racial composition
![Page 15: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/15.jpg)
![Page 16: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/16.jpg)
Difference in GPA from first-second year was not significant
![Page 17: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/17.jpg)
MEAN WELLNESS SCORE
Sophomores at KSC were less well than in their 1st year
![Page 18: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/18.jpg)
DifferenceSample Mean
Std. Err. DF T-Stat P-value
μ1K - μ2K 0.0175 0.0081 318.89 2.160 0.0314
μ1T - μ2T -0.0019 0.0084 508.35 -0.225 0.822
Hypothesis test results: μ1k : mean of KSC 1st
μ2k : mean of KSC 2nd
μ1k - μ2k : mean difference
H0 : μ1k - μ2k = 0
HA : μ1k - μ2k ≠ 0
Hypothesis test results: μ1T : mean of TAMU 1st
μ2T : mean of TAMU 2nd
μ1T - μ2T : mean difference
H0 : μ1T - μ2T = 0
HA : μ1T - μ2T ≠ 0
Significance testing of difference in mean wellness scores
CONCLUSION: KSC students’ wellness score worsened from first to the second year, and the difference is statistically significant.
CAVEAT: Data distribution skewed, not a probability sample, groups not independent
![Page 19: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/19.jpg)
Wellness score KSC 1st KSC 2nd TAMU 1st TAMU 2ndmean 0.804 0.787 0.793 0.797
standard deviation 0.090 0.103 0.102 0.089
Dimension subscore (mean )
D&A 65.7 64.5 66.7 66.7Sexual 50.9 49.1 51 51.4
Physical 23.3 22.5 21.7 21.2Emotional 33.9 33.8 33.3 34
Numerical summary of Wellness Survey scores
• KSC students’ wellness scores dropped across all dimensions
• Which wellness dimension had significant effect on GPA?
![Page 20: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/20.jpg)
Logistic regression analyzes relationships between dichotomous response variable (e.g., higher and lower GPA) and categorical or quantitative explanatory variables (e.g., Wellness Score)
Combines the explanatory variables to determine the probability that the response variable would occur
Logistic regression requires no assumptions of normality or of similar variability in the explanatory variables
Applied Logistic Analysis Hosmer, Lemeshow and Sturdivant
![Page 21: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/21.jpg)
Variable Estimate Std. Err. Zstat P-valueOdds Ratio
Intercept -4.438 1.459 -3.042 0.0023
Wellness Score
0.020 0.0083 2.423 0.0151 1.020
Logistic regression results Dependent Variable: High GPA Independent Variable(s): Weighted Wellness Score
Parameter estimates
![Page 22: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/22.jpg)
![Page 23: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/23.jpg)
Conclusion: Student GPA performance most significantly influenced by their propensity to smoke cigarettes.
![Page 24: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/24.jpg)
TAMU-CC Cohort
![Page 25: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/25.jpg)
While women claimed to have higher GPA, their wellness score was lower than their male counterparts
% High GPAMean Weighted Wellness
Score
Female (n = 151) 49.7% 0.79
Male (n = 73) 38.4% 0.82
![Page 26: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/26.jpg)
Students who reported as Asian or multiracial had higher Wellness scores and reported higher GPA
If resource constrained, intervention should be targeted on the Hispanic and White student groups
race n% High
GPAMean Weighted Wellness Score
Asian 12 75.0% 0.85Biracial 11 36.4% 0.80Black 18 44.4% 0.80
Hispanic 89 43.8% 0.79Multiracial 11 81.8% 0.83
White 94 45.7% 0.79
![Page 27: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/27.jpg)
Using research to keep our first-year students in school
![Page 28: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/28.jpg)
Questions
Freshmen programming focus?If use our analysis, what would you have to change on your campus?Please share
Drugs & Alcohol SmokersSmokers
SOPHOMORES
![Page 29: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/29.jpg)
2 more years of First-Year Cohorts study New Wellness Survey New Collaborations
![Page 30: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/30.jpg)
![Page 31: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/31.jpg)
![Page 32: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/32.jpg)
![Page 33: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/33.jpg)
Marj Droppa, PhDKeene State College, New HampshireEmail: [email protected]
![Page 34: Keene State College – New Hampshire Marj Droppa, PhD Dick Jardine, PhD ACHA Annual Conference 2013](https://reader035.vdocuments.net/reader035/viewer/2022081512/5697bfeb1a28abf838cb8153/html5/thumbnails/34.jpg)