Skip to main content

Mobile Navigation

  • National
    • Policy
      • High Expectations
      • Quality Choices
      • Personalized Pathways
    • Research
    • Commentary
      • Gadfly Newsletter
      • Flypaper Blog
    • Events
    • Scholars Program
  • Ohio
    • Policy
      • Priorities
      • Media & Testimony
    • Research
    • Commentary
      • Ohio Education Gadfly Biweekly
      • Ohio Gadfly Daily
  • Charter Authorizing
    • Application
    • Sponsored Schools
    • Resources
  • About
    • Mission
    • Board
    • Staff
    • Career
Home
Home
Advancing Educational Excellence

Main Navigation

  • National
  • Ohio
  • Charter Authorizing
  • About

National Menu

  • Topics
    • Accountability & Testing
    • Advanced Education
    • Career & Technical Education
    • Charter Schools
    • Curriculum & Instruction
    • ESSA
    • Evidence-Based Learning
    • Facilities
    • Governance
    • Personalized Learning
    • Private School Choice
    • School Finance
    • Standards
    • Teachers & School Leaders
    • Think Again
  • Research
  • Commentary
    • Gadfly Newsletter
    • Flypaper Blog
    • Gadfly Podcast
  • Events
  • Scholars Program
Flypaper

Vaccine-making’s lessons for high-dosage tutoring: Cells constantly create “new problems”

Mike Goldstein Bowen Paulle
12.10.2020
Getty Images/AndreaObzerova

Editor’s note: This is the third post in a five-part series about how to effectively scale-up high-dosage tutoring. Read parts one, two, four, and five.

Cells change. When you make a vaccine, you have to account for that.

Derek Lowe writes about how the cell changes make vaccine-making hard:

That ribosomal complex is surrounded by other proteins whose job is to constantly look for trouble and try to correct it....

How about transcription? You might have a model of a few ovals and circles (the RNA polymerase complex) smoothly ratcheting along a strand of DNA. But in reality, many of those complexes take off in the wrong direction and stall. And they will ratchet backwards on purpose if a base polymerization error is detected, although that process sometimes stalls out, too. This “backtracking” has a whole suite of correction mechanisms on top of it.

Schools change, too. New schedules. New leadership. New priorities. New internal politics.

All of these can send a high-dosage tutoring program spinning. These challenges need to be straightened out, constantly, or students and tutors get frustrated. School changes pile up on top of each individual tutorial change.

Most education programs, including tutoring, try to create a recipe, or a list of best practices. To scale, they declare that the recipe “works." The assumption is that the school will more or less stay the same, so you can hold to the recipe. That assumption is often wrong.

But that’s not the approach of the best tutoring programs. Successful leaders know that schools will change and things will jam up. It’s inevitable. So they hire unusual managers. Not people who follow a recipe, but people who solve problems. People who hope to preserve the recipe but expect to adapt.

These unusual managers obsessively look for problems caused by school changes, fiercely try to fix them, and humbly realize that often their first and second and third “fix attempts” might not work. They persist until they get the right result. Here we see the link connecting the organizational culture of the service provider to what the students experience in the tutoring session.

Typical managers in education aren’t like this. They don’t obsessively seek to find problems. In fact, they fear finding problems. From above, the Big Shots insist they have the right model, blinded with confirmation bias, seeking only comforting data. Managers learn to hide reality. When problems eventually spill in the open, it triggers a fight-or-flight mechanism more geared to fighting the people describing the problems (often tutors), or a flight mechanism where they create a new policy that nominally solves the problem, declare victory, and move on to the next thing.

Leadership is the desire, aggression, humility, and persistence to identify and actually fix problems—which, in schools, never, ever stop coming. Just like with cells. Winning vaccines anticipate cell changes.

Policy Priority:
High Expectations
Topics:
Curriculum & Instruction
Teachers & School Leaders
goldstein

Mike Goldstein co-leads the Learning Lab at Cuemath.

bowen

Bowen Paulle is on the Faculty of Social and Behavioural Sciences at the University of Amsterdam.

Related Content

view
Gadfly Bites logo
School Funding

Gadfly Bites 9/28/26—Ticked

Jeff Murray 9.28.2026
OhioOhio Gadfly Daily
view
School paper grade
High Expectations

It’s not AI vs. human grading. It’s which design choices you make.

Sidhi Baweja 9.28.2026
NationalFlypaper
view
Teacher and student with a laptop
High Expectations

Bans aren’t the answer

Emily Freitag 9.28.2026
NationalFlypaper
Fordham Logo

© 2026 The Thomas B. Fordham Institute
Privacy Policy
Usage Agreement

National

P.O. Box 110
Burke, VA 22009

202.223.5452

[email protected]

Ohio

P.O. Box 82291
Columbus, OH 43202

614.223.1580

[email protected]

Sponsorship

130 West Second Street, Suite 410
Dayton, Ohio 45402

937.227.3368

[email protected]