Can One Student’s Many Interactions Have an Adverse Effect on Retention?

Why Read This Research

Repeated, unresolved interactions with institutional support can become a retention risk. Students who contact support five or more times without resolution are 3.1 times more likely to depart than students whose issues are resolved in one or two interactions.
This research examines how fragmented support creates friction and how connected technology, staff coordination, proactive support, and better handoffs can improve student outcomes.

Key Questions Answered

• Can repeated interactions affect retention?
• Why does student support become friction?
• When should AI handle an interaction?
• When should staff take over?
• How can institutions reduce repeat contacts?
• What does connected student support look like?

Features

• Research Focus: Student Retention, Support Friction, AI + Human Support
• Future Campus Impacts: Retention, Student Success, Enrollment, Efficiency
• Audience: Student Success Directors, Enrollment Leaders, CIOs
• Authors: Campus Consortium Foundation Research Team
• Research Availability: August 2026

Table of Contents

1. The Industry Challenge
2. Why Multiple Interactions Harm Retention
3. Evidence of Interaction Accumulation
4. When Technology and Staff Work Well Together
5. Technology-Staff Failure Modes
6. The Student Journey
7. Economic and Business Case
8. Interaction Quality Maturity Model
9. Strategic Recommendations