The first training calendar I ever inherited was full. Every block booked, every trainer assigned, every doctor accounted for. It looked like a programme. It was a diary.
I spent six years building training functions before I moved into clinic operations, and the mistake was the same in both worlds. We planned availability. Who is free, which dates work, what can everyone tolerate. Those are scheduling questions. Nobody was asking the capability question: what should this person be able to do by the end of the month that they cannot do today?
A calendar that starts with availability produces attendance. A calendar that starts with capability produces clinicians you can certify.
01
Book outcomes, not hours
A block that says “training” tells me almost nothing. It does not say whether the doctor is receiving instruction, watching a case, practising a judgement or being reviewed. Four different activities, four different kinds of preparation, one word.
So the rule I hold is simple. Every block carries one sentence naming what changes by the end of it. If I cannot write that sentence, the session is not ready to be scheduled. Booking it anyway does not make the programme more real. It makes the diary more crowded.
Availability tells you when learning can happen. It cannot tell you why the hour deserves to exist.
02
Four kinds of time
Clinical learning needs four different environments, and a calendar that treats every hour as interchangeable hides the work each one does.
Instruction
The doctor receives the standard, the reasoning behind it, and the limits that must not be crossed.
Observation
The doctor watches the standard used in context and connects the written rule to real decisions.
Supervised application
The doctor applies the method with support in the room and a clear stop point agreed in advance.
Review
Evidence is examined, feedback is written down, and the next learning action is agreed.
03
The next available case is not the curriculum
Calendars fail quietly when case availability becomes the curriculum. A complex case arrives, the learner is free, so the learner takes it. That feels efficient. It teaches in the wrong order.
The sequence should move from stable, observable work toward work that demands judgement, and progression should follow demonstrated readiness rather than elapsed time. Two doctors who started the same week should not automatically sit at the same stage in month three.
None of this needs a complicated scoring system. It needs one visible rule: what evidence moves a learner forward, what holds them where they are, and what sends them back a step. When I first wrote that rule down and shared it, half the arguments about progression simply stopped.
04
Remote training has to leave evidence
Remote training creates a comfortable illusion. The session happened on video, so learning happened. Attendance is proof of a connection, nothing more.
I have trained doctors I have never met in person. The only way I know it worked is that the calendar forced evidence into existence: a short pre-read, a decision exercise, a summary in the learner’s own words, a trainer note, a dated follow-up. The exact artefacts can vary between programmes. The need for them does not.
Before
State the outcome, the required preparation, and the evidence the learner must bring.
During
Make room for questions, decisions and correction, not only presentation.
After
Record the judgement, the next action, the owner and the review date.
05
Attention is the scarce resource, not video time
A technically possible time is not a learnable time. I schedule across markets that sit five or six hours apart, and the difference between a doctor at ten in the morning and the same doctor at nine at night is not subtle.
So the sessions got shorter and the preparation moved outside the live call. The calendar also keeps deliberate empty space. If every slot is filled, one cancelled case or one urgent clinic day breaks the whole sequence. The buffer is not slack. It is what lets the programme survive an ordinary week.
06
Close the loop before opening the next
Programmes go vague when feedback, remediation and progression live in three documents owned by three people. The calendar is where they should meet.
Every review ends in one of three decisions: progress, practise again with a named focus, or pause and resolve a risk. The next calendar entry has to reflect that decision. That is the moment a calendar stops being a record of what happened and becomes a control on what happens next.
Outcome
What should the learner be able to do after this block?
Evidence
What will show whether that outcome was reached?
Decision
Who decides what happens next, and when?
Fallback
What happens when the planned case, trainer or learner is unavailable?
A training calendar did not succeed because every session ran on time. It succeeded because the right learning happened in the right order, the evidence was there to see, and every review changed what the next week looked like. If your calendar cannot show you that, it is a diary. Diaries are useful. They just do not train anyone.