Predictive Degree Planning

& Course Forecasting System

Advisor with student going over course registration on the computer.
Advisor with student going over course registration on the computer.
Role

Project Designer & Systems Support

Date

Summer 2024

Developed a dynamic Microsoft Excel advising and forecasting system to support faculty advisors and department leadership within SUNY Cortland's Childhood & Early Childhood Education programs. The system streamlined student degree planning through automated templates, dropdown selections, and validation features while consolidating advising data into department-wide enrollment forecasts.

These projections informed course scheduling decisions, helped estimate the number of course sections needed each semester, and reduced uncertainty during registration planning. The project also included user documentation, faculty training materials, and one-on-one support to encourage adoption across advisors. This approach was chosen after evaluating existing campus-supported technologies and designing a solution that balanced usability, accessibility, and institutional constraints.

Project Details

Location

SUNY Cortland, Childhood & Early Childhood Education Department

Project Type

Academic Advising & Decision Support System

Featured Course Resource (Link)
Program-Specific Degree Plan Templates

Custom-built undergraduate degree planning templates designed for ECD and ECI education majors. Each template serves as the foundation for a personalized academic roadmap while maintaining a consistent advising workflow across programs.

Custom Excel degree plan templates for multiple undergraduate education majors.
Custom Excel degree plan templates for multiple undergraduate education majors.
Dynamic Student Degree Plans

Student information, academic pathways, and course sequences are automatically populated based on advisor selections. Cohort-specific schedules reduce manual data entry while improving consistency and advising accuracy.

The same planning system was adapted for graduate programs, supporting multiple completion pathways including accelerated, full-time, and part-time options within a unified advising framework.

Graduate Program Pathway Templates
Dropdown-driven degree plan automatically populating student coursework from cohort data.
Dropdown-driven degree plan automatically populating student coursework from cohort data.
Graduate degree planning template supporting multiple academic completion pathways.
Graduate degree planning template supporting multiple academic completion pathways.
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Flexible Pathway Forecasting

Selecting different graduate pathways dynamically generates unique course sequences while preserving prerequisite requirements, advising milestones, and projected graduation timelines.

Graduate pathway selections automatically generating customized course schedules.
Graduate pathway selections automatically generating customized course schedules.
Department-Wide Planning Consolidation

Individual advisor workbooks are consolidated into a centralized planning sheet, allowing department leadership to review projected enrollment patterns and prepare for course demand analysis.

Consolidated academic planning worksheet combining advising data across multiple students.
Consolidated academic planning worksheet combining advising data across multiple students.
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Course demand summary tables forecasting future enrollment by semester and course.
Course demand summary tables forecasting future enrollment by semester and course.
Course Demand Forecasting Dashboard
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Aggregated course totals from the consolidation process transform individual degree plans into department-level forecasting data, helping estimate future course demand and support section planning decisions.

© 2026 Kelly McKenna. All rights reserved. [updated July 2026]

KELLY MCKENNA

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