Guides
Where does a learning plans case study actually fail over one quarter?
A learning plans case study built in front of you for one quarter, showing the four points where such a plan fails and the cheap repair for each of them.
This is one learning plan, built in front of you, for one invented person over one quarter. The point is not the plan. It is the four places where a plan like this normally fails, and what the repair looks like at each.
The person: someone who runs a small business, is competent operationally, and cannot read the accounts their bookkeeper produces without asking what things mean.
What to take away
- A plan fails at four predictable pointsan unmeasured baseline, an outcome that is not a performance, practice with no feedback, and no transfer to real conditions.
- The fix for each is cheap. Together they take about an hour of planning for a quarter of work.
- Time in the plan is the least important part, and it is the part most plans consist entirely of.
The plan as first written
"Learn to understand our financial statements. Read a book on accounting and watch some videos. Three hours a week."
Every part of that is a failure point. It has an unobservable outcome, no baseline, activities rather than performances, and no arrangement for anyone to tell the person whether they are getting it right.
Failure point one: no baseline
Without a baseline you cannot tell later whether anything happened, and you
Five baseline questions
- What the business earned
- What it kept
- What it owes
- What it is owed
- What moved in the bank
The repair takes twenty minutes. Sit down with last month's accounts and write answers to five questions: what the business earned, what it kept, what it owes, what it is owed, and what moved in the bank. Keep the answers, including the blanks. The blanks are the plan.
Failure point two: an outcome that is not a performance
"Understand our financial statements" cannot be finished. It has to become
Unobservable outcome to performance
Before
- Finishable
- Cannot be finished
- Observable
- No
- Standard
- None
- Conditions
- Unnamed
After
- Finishable
- Ends in five minutes
- Observable
- Someone can watch
- Standard
- Uncorrected on definitions
- Conditions
- Bookkeeper, last month's result
Rewritten: by the end of the quarter, explain last month's result to the bookkeeper, in five minutes, without being corrected on a definition. That is observable, it has a standard, and it names the conditions. The twelve rewritten learning outcomes work through the same conversion on other examples.
Failure point three: practice with no feedback
Reading is not practice. Watching is not practice. Practice is producing
Practice and feedback cadence
- Each weekTwo sentences on what changed and why
- Each monthExplain the month to an outsider
- End of quarterFive-minute explanation, uncorrected
The repair here is structural rather than effortful.
Practice with no feedback
| Week | The performance | The feedback |
|---|---|---|
| Each week | Write two sentences saying what changed in the accounts and why | The bookkeeper corrects the reasoning, not the numbers |
| Each month | Explain the month to someone outside the business | They say what they did not follow |
| End of quarter | The five-minute explanation | Uncorrected on definitions |
Notice that the feedback column is a person, not a score. For a skill like this there is no instrument, and a person who knows the answer and is willing to say so is the whole apparatus.
Spacing the attempts out rather than massing them also does work here. The spacing effect is one of the few findings about learning that survives contact with ordinary conditions.
Failure point four: no transfer
Learning something in one context and needing it in another is the point at which most self-teaching quietly fails. The vocabulary learned from a general book does not attach to the specific accounts on the desk.
The repair is to do all the practice on the real material from the first week. Not on examples, and not on a simplified version. This is transfer of learning in its practical form: the closer the practice conditions are to the real ones, the less is lost between them.
The plan, rewritten
- Outcome.Explain last month's result to the bookkeeper in five minutes, uncorrected on definitions, by the end of the quarter.
- Baseline.The five answers written in week one, blanks included.
- Practice.Two sentences a week on the real accounts, corrected.
- Reference.Look up terms as they arise rather than reading ahead.
- Transfer.All practice on the business's own accounts.
- Review trigger.If three consecutive weeks produce the same correction, the reference material is the problem and should be changed.
Nothing in the rewritten plan mentions hours. That is deliberate: hours are an input, and the plan is now specified by what gets produced instead.
Why this plan will still be hard
Because the corrections are uncomfortable, and because the person has a business to run. The design does not remove either problem; it makes the work small enough to survive a bad week, and it puts a named person on the other end of each attempt, which is worth more than any amount of resolve.
Where the material touches tax, filing obligations or anything with a legal consequence, the plan stops at knowing which questions to take to a qualified accountant. That is a legitimate outcome and a better one than a false sense of competence.
Common questions
Does everyone need a plan this explicit?
No. This much structure is worth it for something you have already failed to learn casually, which is most of what people carry around as an intention for years.
What if there is nobody to give feedback?
Then find the closest substitute: a peer, a paid hour with a professional, or a worked example with answers. A plan with no feedback source should be redesigned rather than started, because the practice will reinforce whatever you are already doing wrong. The assessment guide covers why a self-judged result is weak evidence.
How long should a plan run?
Long enough to include several corrected attempts, which usually means a quarter rather than a week. The learning plans guide sets out the vocabulary the plan is built from.
What if the outcome turns out to be the wrong one?
Change it and record why. A plan revised on evidence is working as intended; the decision record fields are a reasonable place to note what changed.
