Using data from the 1997 National Longitudinal Survey of Youth, this paper seeks to determine the impact of juvenile delinquency on labor market outcomes and educational attainment. Overall, this paper found that having a juvenile conviction leads to decreases in the probability of both full time and regular employment. Men with juvenile adjudications were found to have greater decreases in employment in comparison to women. Regarding educational attainment, this study found that having a juvenile conviction increases the likelihood of dropping out of high school and decreases the likelihood of having a four-year degree or higher. This emphasizes the importance of creating more support and reducing barriers for individuals who have been convicted as juveniles to allow them to succeed in the world post incarceration.

Melanoma is one of the most severe forms of skin cancer and can be life-threatening due to metastasis if not caught early on in its development. Over the past decade, the U.S. Government added a Healthy People 2020 objective to reduce the melanoma skin cancer rate in the U.S. population. Now that the decade has come to a close, this research investigates possible large-scale risk factors that could lead to incidence of melanoma in the population using logistic regression and propensity score matching. Logistic regression results showed that Caucasians are 14.765 times more likely to get melanoma compared to non-Caucasians; however, after adjustment using propensity scoring, this value was adjusted to 11.605 times more likely for Caucasians than non-Caucasians. Cholesterol, Chronic Obstructive Pulmonary Disease, and Hypertension predictors also showed significance in the initial logistic regression. By using the results found in this experiment, the door has been opened for further analysis of larger-scale predictors and gives public health programs the initial information needed to create successful skin safety advocacy plans.