2020 FL-DSSG Summer Internship
The Florida Data Science for Social Good (FL-DSSG) program is an intensive 12-week internship that invites students to tackle data-rich projects that have the potential for substantial social impact. Due to COVID-19 and social distancing measures, the 2020 program is being run in a limited capacity and remotely. The 2020 FL-DSSG program supports seven interns from various disciplines and three nonprofit organizations from the Northeast Florida region. The 2020 FL-DSSG summer internship program starts on June 1st and ends on August 21st, 2020. Interns will present the project results at an open to public Big Reveal event in the third week of August. The 2020 FL-DSSG program is supported by the University of North Florida Foundation and FIS Distinguished Professorship Award. Dr. Dan Richard from the Department of Psychology and Dr. Karthikeyan Umapathy from the School of Computing spearhead the FL-DSSG program.
2020 FL-DSSG Big Reveal Event Presentations
FL-DSSG Big Reveal Event was held on August 18th, 2020, from 4:30 PM to 6:30 PM as a YouTube Live Event. At the event, DSSG interns presented findings and revealed insights gained from the Children’s Rights, Episcopal Children’s Services, and Literacy Alliance of Northeast Florida projects. Below you can access the PowerPoint file and video recordings of the presentations.
2020 Big Reveal YouTube Live Recording
View the video recording on YouTube →
2020 Big Reveal Live Recording on the FL-DSSG YouTube Channel
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Social Good Projects
FL-DSSG projects address wicked problems, issues that have been persistent social issues in our community for many years. FL-DSSG program obtains relevant data from the community partners pertinent to the issue and assists the partner in making data-driven decisions for addressing their wicked social problem. Wicked problems addressed in the 2020 program include disrupting the school to prison pipeline, identifying neediest children and families to fill the Early Head Start slots, and gaining insights on the impacts of literacy programs on the adult learners.
Center for Children's Rights – Analyzing Impacts of the School to Prison Pipeline Program
The Center for Children’s Rights (CCR) provides civil legal representation to kids involved with the juvenile justice system. As an alternative to arrest, detention, and incarceration, the center advocates developmentally and trauma-informed policies and practices. CCR facilitates juvenile justice reform by working with a variety of community partners and provide kids access to what they need in the school and in the community to thrive.
The wicked problem addressed by CCR is disrupting the school to prison pipeline (STPP). The STPP describes policies and practices that push students out of the classroom and into the juvenile justice and criminal justice systems. The STPP disproportionately affects students of color, students with disabilities, students who identify as LGBTQIA+, and girls. Push out factors include disparate discipline, failures to respond to children’s learning and behavioral needs, and a school climate and culture that is not trauma-sensitive and inequitable. The STPP’s harmful impact is most acutely felt by students at the intersection of these populations. Once these kids end up in the juvenile justice system, they are more likely to experience harsher consequences that affect their socioemotional and behavioral development, strip away important educational experiences, interfere with the process of identifying and addressing underlying issues, and contribute to increased family stress and burden.
CCR receives direct referrals from key juvenile justice stakeholders. CCR completes a comprehensive legal needs assessment and zealously advocates for kids who are: out of school, having problems in school, homeless, having trouble getting appropriate health care or counseling, and being locked up in detention. To address the wicked problem, based on the gathered information, CCR develops a youth-centered plan to ensure access to the rights, supports, and services at the school and community as well as connection to the right people, places, and activities for their development.
With the help of the FL-DSSG, CCR would like to analyze advocacy efforts on the clients such as whether the advocacy enhances the educational services, increases access to and utilization of mental health and social services, increases the likelihood of community-based juvenile justice sanctions, and decreases recidivism or seriousness of re-offense.
Episcopal Children’s Services – Identifying Children and Families with Low-incomes and Early Learning Needs
Episcopal Children’s Services (ECS) provides programs and services to help Florida families raise children who are ready to learn when they enter the school. ECS incorporates research-based and proven best practices into its programs and services to promote children’s physical and mental health, motor development, cognitive development and general knowledge, social and emotional development, and language and communication skills.
ECS Early Head Start program provides full-day, full-year center-based and home-based early learning to pregnant women and children birth to three years of age. Early Head Start is a free program for children and families with low-incomes, providing comprehensive early learning in both center-based and home-based settings. This successful program helps ensure children’s readiness for school and increases parental knowledge in children’s growth and development. The program also provides additional family supports such as literacy workshops and parenting skills training and targeted attention on meeting specialized needs regarding children with disabilities, behavioral challenges, and health concerns.
To reach those most in need of Early Head Start services, ECS would like to develop an interactive dashboard to analyze and identify recruitment areas within the Duval county that has neediest children and families. The dashboard must factor in family income, homelessness, children in foster care, age, and eligibility for special education or early intervention services as well as cater to changing family needs and shifting demographics. The dashboard should contain an interactive map to visualize the recruitment areas and associated data. The dashboard would be used to answer the following questions: Where are the children and families who would benefit most from Early Head Start located within Duval County? Where are current ECS locations compared to the most vulnerable populations in Duval County? Where should we target home-based service recruitment? Where should we recruit Contracted Child Care Providers?
Literacy Alliance of Northeast Florida – Mining Insights from the Adult Learners Educational Data
Literacy Alliance of Northeast Florida provides free literacy instruction to adults seeking to improve their reading, writing, and math skills. The Literacy Alliance services include computer-assisted instruction, small group classes, as well as instruction in basic math skills, financial literacy, health literacy, and career coaching. The Literacy Alliance is the largest adult literacy program in the Northeast Florida region and one of the largest in the state of Florida, providing instruction to over 500 adults every year who receive over 20,000 hours of learning.
The wicked problem addressed by the Literacy Alliance is adult literacy, i.e., English speaking adults who are unable to read and write effectively. The Literacy Alliance has been maintaining a database containing pre- and post-test data on standardized tests, student background information, student educational and personal goals, and teacher notes regarding student involvement. While the above data helps Literacy Alliance with a surface level understanding of the impact on adult learners, it does not help to identify the most effective ways to work with our adult learners.
Literacy Alliance would like FL-DSSG to mine the data gathered to gain a deeper level of understanding of impacts made on the adult learners as well as their personal and educational goals. The Literacy Alliance is seeking assistance in analyzing the impacts of the classroom as well as online and tutoring instructions and developing a continuous improvement process that guides staff members with making data-driven program decisions as well as helps in identifying other questions to explore or data that should be collected.
Data Science Interns
Students work as DSSG Interns in a 12-week, paid internship program. Interns from multi-disciplinary backgrounds work as a team to help community partners make data-driven decisions. Interns receive valuable experience with data management, analysis, technology, and community needs. Interns are supervised by DSSG program directors and receive guidance from industry mentors as well as faculty project leads.
