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Direct link to each section: Class Materials | Data Documentation | Recommended Readings

Quick Links

• ADRF Login (Okta sign-in required)

  • Setting up your ADRF Account

Class materials

• Project Template

• ADRF Do's and Don'ts

• JupyterLab Tips

DATA DOCUMENTATION

• New Jersey Office of the Secretary of Higher Education

  • OSHE Enrollments

  • OSHE Completions

    • Degree Level Lookup Table

• New Jersey Department of Labor & Workforce Development

  • UI Wages

  • UI Employer

• Data Schema

• Export Requirements

Recommended Readings

Familiarize yourself with the Grads 360 website; read documents that may be of interest to NJEEDS (https://slds.grads360.org/#program) and review the following:

• What is a Statewide Longitudinal Data System:  https://slds.grads360.org/#program/slds-videos

• State Data use cases:  https://slds.grads360.org/#communities/pdc/documents/17360

Read the following:

• Job Flows, Worker Flows, and Churning

• A Comparison of Person-Reported Industry to Employer-Reported Industry in Survey and Administrative Data

• Workforce Data Quality Campaign: Using Employment Data (https://sites.ihep.org/sites/default/files/uploads/postsecdata/docs/resources/leveraging_employment_data_0.pdf)

• Workforce Data Quality Campaign:  Career Linkages infographic (https://dataqualitycampaign.org/wp-content/uploads/2020/11/DQC-Connected-Credential-Infographic-FINAL.pdf)

• Pew Research Visualization (https://www.pewresearch.org/fact-tank/2014/07/11/chart-of-the-week-where-engineering-and-english-majors-end-up-working/).

• Strada Institute (Pay attention to visualizations):  https://www.economicmodeling.com/wp-content/uploads/2019/04/Robot-Ready_Report_Pages_SINGLE.pdf).

• Kentucky Postsecondary Feedback Report:  https://kystats.ky.gov/Latest/PSFR

• Kentucky Career and Technical Education Feedback Report:  https://kystats.ky.gov/Reports/Tableau/2020_CTE

• Colorado Talent Pipeline Report (browse):  https://cwdc.colorado.gov/resources/colorado-talent-pipeline-report

• North Carolina’s Leaky Pipeline (browse):  https://ncedpipeline.org/wp-content/uploads/2019/02/NC-Leaky-Pipeline_FINAL.pdf

• New Jersey report on student migration:  https://www.arcgis.com/apps/Cascade/index.html?appid=d6f3bb18cd324d1da16860507859195c

• New Jersey context – Industries:  https://nj.gov/labor/lpa/pub/lmv/cluster_handout.pdf

*Disclaimer: This reference list is illustrative, not exhaustive. We would be delighted to include any other useful references provided by class participants.