Profiles on NY State P-TECH Schools
Taking an in-depth look into an innovative school model
By Millie O. Symns in Data Analytics R
August 1, 2021
Creating valuable assets for high schools using an innovated education model for STEM learning and workforce development
Status: Complete
Background
As a contractor with IBM as a Data & Insights Analyst on the corporate social responsibility team, I was the lead expert on data strategy and reporting for the global P-TECH program. To provide an in-depth example of what data collection and reporting could look like for schools in the network, I developed a process and connections with two schools outside of the IBM P-TECH network. This project was the first time that the IBM CSR team was able to gain deep insights on the P-TECH model outside of the network.
Goals
- Develop collaboration contracts and agreements for data sharing
- Produce a data privacy assessment to protect school data
- Gain insights on a P-TECH school outside of the IBM network
- Produce a white paper for the school to use in external settings
Method
- Received student-level data (by cohort and academic year) on each school with demographic and academic metrics, such as grade outcomes, degree earned, and post-program plans
- Used 1,300 rows of data and reported summary statistics on the P-TECH model’s impact on student academic metrics
- Interviewed representatives from all parts of the program including, current students, alumni, high school staff, community college representatives, and industry partner representatives and created profiles on individuals
- Extracted themes from 15 hours of interviews from over 20 people to include in the report to coincide with quantitative outcomes
Tools
- Language: R
- Data Processing: tidyverse (dplyr, tidyr, stringr)
- Data Visualizations: ggplot2
- Documentation: RMarkdown
- Other Tools: RStudio
Deliverables
A design team formatted the final documents with the P-TECH branding. I provided all written content, analysis, and direction of the structure for the report.
Greater Southern Tier STEM Academy (Corning, NY)
Syracuse P-TECH at the Institute of Technology (Syracuse, NY)
- Posted on:
- August 1, 2021
- Length:
- 2 minute read, 303 words
- Categories:
- Data Analytics R
- Tags:
- reports
- See Also: