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Why I Keep Starting Over

Online course return rate falls to 7%

Learning became easy to start, but staying with a hard skill long enough to improve remains the rare part.

▼ Falling81% confidencehorizon Dec 2027data as of May 2018
Confidence-weighted forecast · history → projection
Tracking share of first-time HarvardX and MITx online learners who enrolled in another course the next year (percent of first-time learners)
2012-2013 cohort2015-2016 cohort2016-2017 cohort2027now
ObservedProjectionshaded band = confidence cone
81%
Confidence
2027
Horizon
Jun 2026
First called
Tracking
Status
The call

The internet is great at giving you a new beginning. It is much worse at making you stay through the boring middle.

The number to notice

Next-year return among first-time HarvardX and MITx learners fell from 38% in the first cohort to 7% in the 2016-2017 cohort.

What’s driving this
  • courses are easy to start
  • free access lowers commitment pressure
  • learners chase better resources instead of finishing
  • motivation fades before mastery appears
Sources · check usOpen
The MOOC Pivot ↗Science · 2019-01-11studyThe MOOC Pivot ↗MIT Teaching Systems Lab · 2019studyStudy offers data to show MOOCs didn't achieve their goals ↗Inside Higher Ed · 2019-01-16news
For you

Your advantage is not finding another resource. It is finishing enough uncomfortable reps that the skill becomes real.

What would change our mind
This call weakens if major online-learning platforms publish comparable cohort data showing next-year learner return above 20% and completion rising across open-access courses, not only paid certificate programs.
Behind the numbersOpen

Reich and Ruipérez-Valiente analyzed HarvardX and MITx activity on edX from October 2012 to May 2018, covering 565 course iterations, 12.67 million course registrations, and 5.63 million learners. They found second-year retention fell from 38% in the first cohort to 7% in the 2016-2017 cohort, and that low completion rates did not meaningfully improve over six years. This is not all online learning and not all long-term projects, but it is a strong public signal of the gap between starting and staying.

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