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Forecaster
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Contents Chapter 7

Part II: Change the conditions of the attempt

Let Feedback Change the Forecast

Use specific correction to build competence and a more accurate confidence without handing your identity to an evaluator.

By Kevin L. Michel11 minute read

Tell me what you think can be a dangerous request.

You may mean: help me understand where this attempt works and where it needs attention. The person answering may hear: deliver a verdict on my taste, intelligence and future. Or you may secretly be asking for reassurance while inviting criticism in words.

The conversation goes badly. You leave with a bruise and little instruction.

Feedback deserves a better arrangement. Name the task. Name the standard, if you know it. Ask for the part of the work that the other person is qualified to examine. Be clear about whether you want a first reaction, a detailed correction or help deciding the next practice.

A useful answer gives you something to do, understand or reconsider. It does not merely leave you feeling judged.

If your ambition is serious, you will need contact with other people’s understanding of the work. You cannot discover every blind spot by looking harder from the same position. But opening the work to scrutiny does not require surrendering your personhood to the critic.

Let the work be examined. Keep the whole human being out of the witness box.

Ask a question someone can answer

Ben sends a practice interview to an experienced volunteer. If he asks whether he has a future in radio, the volunteer may feel obliged to produce an encouraging or discouraging prediction. Neither knows enough to answer it.

If he asks where he missed an opportunity to follow up, the volunteer can listen for something concrete. They can point to a moment. The guest mentions an unusual repair, and Ben moves to the next prepared question. They can discuss what he might have asked.

Now the conversation can teach him.

Good questions often concern a particular failure point. Where did my explanation become difficult to follow? Which assumption in this estimate is weakest? What would you check before trusting this result? Which part of the demonstration should I repeat? What am I doing that makes the task harder than it needs to be?

You can also ask what worked. People sometimes treat positive feedback as fluff and negative feedback as the only serious information. But if you do not know why one part succeeded, you may remove it while revising everything else. Ask what to preserve as well as what to change.

Give the evaluator relevant context. Is this your first attempt or your fiftieth? What instructions did you have? What support was available? What audience is the work for? Context need not excuse an error; it helps the other person recommend a useful next step.

Do not bury them in every detail of your life. A focused request respects their time and makes the answer more likely to concern the work. If the task calls for professional expertise, seek it rather than asking a willing friend to guess beyond their competence.

The critic has a location too

An evaluator may be knowledgeable and still limited. They have preferences, experience, incentives and blind spots. Their opinion deserves a weight appropriate to the question they can answer.

A person who understands the technical standard may not understand your intended audience. A potential customer can describe whether an offer solves their problem but may not know how to build it. A teacher can assess a performance without accurately predicting every future use of the skill. A friend may know your situation well and the subject poorly.

Ask how the judgment was reached. What feature of the work produced it? Is the standard explicit? Would another competent evaluator likely apply the same criterion? Is the issue correctness, suitability, taste or convention?

These distinctions matter. If a calculation is wrong, you need to correct it. If a stylistic choice is unfamiliar to one reader, you need to decide whether that reader represents the audience you care about. If an evaluator dislikes the fact that you are attempting the task, their reaction is poor evidence about the task itself.

You do not have to dismiss criticism to question its basis. In fact, a specific explanation may make the criticism easier to use. The fog of disapproval can be more painful than the concrete flaw.

Be equally careful with praise. Someone who wants to sell you the next expensive course has an interest in your excitement. A person who loves you may avoid pointing out a serious weakness. Warmth is welcome. It should not be the only quality control before a consequential decision.

Seek enough independent contact with the work to reduce dependence on one voice. This is especially important when the evaluator also controls your access to opportunity. Their judgment may have practical power even where it is incomplete. You will need to understand that power without mistaking it for omniscience.

Let confidence acquire evidence

Confidence is more useful when it can say what it concerns. I can perform this operation with the reference beside me. I can explain the main finding, though I need help with the technical details. I can ask a follow-up in a short prepared interview. I am still unsure how I will manage a difficult guest.

There is no shame in a confidence with clauses.

A small study by Albert Bandura and Dale Schunk examined children learning subtraction. The children assigned nearby subgoals, alongside instructional materials and practice, did better on the studied outcomes than the comparison groups. Competence, confidence and interest developed within the learning arrangement. The experiment did not isolate positive belief as a force acting by itself.1

The useful lesson is to give confidence something specific to observe. A reachable next goal can make progress visible. Instruction gives the learner a method. The result provides information for the next expectation.

Do this without turning every small success into a motivational performance. You can simply notice that yesterday you required help at a particular step and today you completed it correctly. You can also notice that the next step remains difficult. Both statements belong in the same account.

If you regularly underestimate what you can do, keep a concrete record rather than relying entirely on the mood of the moment. If you regularly overestimate, compare predictions with outcomes. Before a task, note what you expect and what help you think you will need. Afterward, check the difference. You are building a more useful forecast, not grading your moral character.

Accuracy may sometimes reduce your confidence. That can be beneficial if it prevents a reckless commitment or directs you toward missing instruction. At other times, the evidence may justify more confidence than you have allowed yourself. Let it.

Do not make pessimism a substitute for modesty. If you can do the task, acknowledging that fact is simply honest.

The error needs an answer

Failure is often praised in language so general that it becomes almost meaningless. Fail more. Fail faster. Welcome failure. For what purpose, under which conditions and at whose expense?

A laboratory study by Nate Kornell and colleagues offers a more precise example. In verbal-learning tasks, an unsuccessful attempt to retrieve an answer could improve later learning when it was followed by the correct answer. The important arrangement included both the attempt and corrective information. It was not evidence that suffering through errors, by itself, makes people wiser.2

For practical purposes, ask whether the error can teach you something you can use. Can you see what happened? Can someone explain the correction? Is another attempt safe? Are you able to distinguish a better response from a worse one?

Ben’s missed follow-up becomes useful when he hears it, understands the opening and tries a more responsive question. Leah’s incorrect result becomes useful when she finds the step that produced it. An unexplained rejection may offer little instruction, however much it hurts.

You may still learn something from a rejection without a detailed response. Perhaps the requirements were clearer than you admitted. Perhaps you need more samples of your work. Perhaps the market is crowded. But be careful about filling silence with a convenient story, whether flattering or cruel.

Sometimes the honest conclusion is that you do not know why the attempt failed. You can seek more information or choose a different test. You do not have to manufacture a lesson to make the disappointment respectable.

And some errors are too costly to use as practice. A safety-critical activity needs appropriate training and supervision. Other people’s money, privacy and well-being are not rehearsal materials you may spend to develop confidence. Learn in an arrangement suited to the stakes.

Turn the comment into work

Once you receive feedback, translate it into an action small enough to carry out. Be clearer is a beginning of a conversation, not an adequate instruction. Clearer about what? For whom? At which point?

Ask the evaluator to show you an example where possible. Compare two versions. Explain back what you think the correction means. Then attempt the revision yourself. If they do all the work while you watch, you may leave with an improved artifact and little additional capability.

Choose what to address first. A long list of flaws can create the feeling that nothing should be attempted until everything has been repaired. Look for the issue that most affects the task’s purpose, or the foundation on which other improvements depend. A teacher or knowledgeable peer can help establish that order.

Keep some record of the change. You do not need a complex system. A short note beside the work may be enough: I rushed the transition; next time I will pause and ask the guest to explain the unfamiliar term. Then listen for whether that change helps.

If the same feedback returns repeatedly, investigate why. You may not understand it. The instruction may be too vague. The proposed method may not suit the task. You may be avoiding the relevant practice. Or the evaluator may be repeating a preference that does not improve the work.

Treat repetition as a reason to examine the process. It is not automatically a reason to condemn yourself or the critic.

There is a pleasure in a correction finally becoming usable. A problem that once seemed to live everywhere becomes visible at one point. You know what to try. The work regains movement.

What to refuse

You can refuse humiliation disguised as high standards.

A person can tell you the work is inadequate without enjoying your exposure. They can demand accuracy without insulting your background. They can identify a serious gap without claiming that the gap is your destiny.

This does not mean every useful comment will feel comfortable. Direct criticism can sting, especially when you care deeply about the task. An uncomfortable truth does not become abusive merely because it is unwelcome. Look at the content, the conduct and the relationship. Is the person trying to improve the work? Are they explaining the standard? Are you allowed to ask a question? Does the exchange preserve basic respect?

You may have little power in a particular setting. Refusing inwardly to accept a degrading label is different from confronting a person who controls your employment or safety. Choose your response with attention to the actual risks and available support. You do not owe a dramatic scene to prove self-respect.

Where you can choose, seek teachers and collaborators who make truth usable. You want neither relentless flattery nor a permanent performance of severity. You want people who can see the work, say what they see and help you understand the next demand.

Become that person for someone else when you can. The generosity of good feedback is its precision. It spends attention on another person’s possibility without pretending the current work is better than it is.

A margin for learning

In the Margin

Leave space beside the finished line
for what another eye can see,
the turn that loses its own thread,
the word that hides the thing you mean.

A mark upon the page can hurt.
The page is something you have made.
But keep a little distance there
between the work and all your worth.

Take up the pencil when you can.
Try out the clearer, harder way.
Keep what was living in the first.
Let one good sentence earn its place.

Tomorrow someone else may bring
a page they hardly dare to show.
Remember how a margin feels.
Put something useful in that space.

Bring the forecast up to date

Leah now has several pieces of evidence. She can identify the relevant fields. She can perform the operation in a fresh file, though slowly. She makes one recurring checking error. The instructor has shown her how to inspect it, and her next attempt catches the mistake.

Her confidence need not become a general declaration that she is brilliant with technology. It can become a reasonable expectation that she can continue learning this work with the available instruction and practice. That expectation is strong enough to support the next step.

Ben’s evidence is different. His listening improves, but he discovers that editing requires more time than he expected. Feedback has expanded the task rather than simply praised his progress. He must decide whether he wants the whole activity enough to keep going, or whether a smaller contribution suits him better.

Neither person has received a final answer about who they are. Both have a more useful account of what they can do and what the next effort would require.

This is the kind of confidence I want for you: specific, responsive and sturdy enough to hear a correction. It can grow without becoming grandiose. It can shrink in one area without collapsing everywhere. It can say I know, I am learning and I need help in the same conversation.

There is power in that combination. You become less dependent on protecting an image and more capable of improving the work.

When the next piece of feedback arrives, ask what it should change. A method? A practice? A claim? An expectation? The choice of evaluator? Perhaps nothing, if the comment is irrelevant or poorly founded. Perhaps something important, if it reveals a gap you have avoided.

Then bring the forecast up to date.

Do not make your former uncertainty a lifelong vow. Do not make your present confidence immune to evidence. Allow the person doing the learning to keep becoming more accurately known.

Footnotes

  1. Albert Bandura and Dale H. Schunk, “Cultivating competence, self-efficacy, and intrinsic interest through proximal self-motivation,” Journal of Personality and Social Psychology 41 (1981), 586–598, https://doi.org/10.1037/0022-3514.41.3.586. Forty selected children with weak subtraction skills were randomized among proximal-goal, distal-goal, no-goal and untreated conditions. The instructional groups had seven thirty-minute sessions. Results concern a small, short-term, task-specific learning arrangement; changes in goals, instruction, performance and efficacy do not identify an isolated causal effect of confidence. ↩

  2. Nate Kornell, Matthew J. Hays and Robert A. Bjork, “Unsuccessful retrieval attempts enhance subsequent learning,” Journal of Experimental Psychology: Learning, Memory, and Cognition 35 (2009), 989–998, https://doi.org/10.1037/a0015729; primary paper https://sites.williams.edu/nk2/files/2011/08/Kornell.Hays_.Bjork_.2009.pdf. Six undergraduate laboratory experiments examined verbal learning. The tested benefit involved an attempted answer followed by corrective information; it does not establish that failure alone, unsafe errors or prolonged frustration are beneficial. ↩