Automatic Execution of Discretionary Decisions: Pre-Commitment Devices, Rule Breach Logs and the Psychology of Overriding a Written Plan
When Your Calm Plan Meets a Hungry Brain
Why we write rules for our future selves, why those rules wobble, and how a simple breach log turns a broken promise into useful evidence.
The planner and the doer share one head
Picture the version of you that sat down on a quiet Sunday evening and wrote a plan. Calm, unhurried, mildly smug. Now picture the version of you at 2pm on Thursday, scrolling, tired, and suddenly very interested in an idea that Sunday-you had explicitly ruled out. Both of you are real. Only one of you is holding the pen at the moment of decision.
Researchers describe this as a "divided self": a far-sighted planner who weighs long-term consequences and a near-sighted doer who maximises the moment. Behavioural economics calls the underlying pattern present bias, or hyperbolic discounting — the tendency to devalue a reward more steeply the further away it sits, so that a modest pleasure now outshouts a larger benefit later. The classic illustration is small and familiar: most people would shrug at $10 in ten days versus $10 in eleven, yet prefer $10 today over $11 tomorrow. Nothing about the money changed. Only the distance did.
That is why plans get authored in one mood and executed in another. The theory does not say every change of mind is weakness — sometimes new information genuinely should change your course. It simply notes that our preferences are not perfectly stable across time, and a written plan is one way of lending weight to the calmer voice.
The alarm clock problem, with money attached
Think of setting your alarm for 6am the night before. At midnight, 6am is a fine idea. At 6am, it reads like a proposal from a stranger. The decision was made by one self and evaluated by another, and the second one has a warm duvet and strong opinions.
Markets generate the same gap. Panic-selling in a downturn, chasing a popular investment because everyone else seems to be in it, holding a poor position in case it turns — these are all doer moments. Research on investment behaviour catalogues the usual suspects: overconfidence after a single good outcome, loss aversion, anchoring to your original purchase price, herd behaviour and plain old fear of missing out. None of these are character flaws. They are ordinary features of how attention and emotion interact with money.
It is worth saying plainly: no plan, rule or device removes uncertainty from markets. Prices can fall and stay down. A pre-written plan is a decision-support tool, not a shield, and it cannot tell you what will happen next.
What a pre-commitment device actually is
A commitment device is an arrangement you set up in advance to make a planned action easier to carry out, or to make a tempting alternative harder or costlier to choose. The decision made ahead of time is the pre-commitment; the arrangement that carries it forward is the device. Importantly, the evidence distinguishes between hard commitments — locked accounts, meaningful forfeits, enforceable deadlines — and soft ones such as a scheduled check-in with a friend or a temporary app block. Strength is graded, and stronger is not automatically better.
The field evidence is real but bounded. In a randomised evaluation in the Philippines, a savings account with voluntary withdrawal restrictions was taken up by roughly 28% of those offered it, and the offer raised savings balances relative to a control group. In a smoking-cessation study, about 11% of smokers accepted an offer to deposit their own money, forfeitable unless they passed a biochemical test; assignment to that offer improved six-month pass rates by around three percentage points. Both results show demand for self-binding and a causal effect in that setting. Neither implies that restricting everyone's access to money, or turning health into a penalty scheme, would help universally. Liquidity, emergencies and clinical care all matter, and losing money can create genuine hardship for people who can least afford it.
Deposit contracts come with their own trap: people often overestimate how reliably they will show up. New gym members in one study held optimistic expectations that later visits failed to match. A device built on an idealised version of your week is a device built to fail politely.
The if-then trick that beats a vague intention
A goal intention is a statement of what you want: "I intend to stick to my plan." An implementation intention is different — it is an if-then plan that names the cue and the response. "If situation Y happens, then I will do Z." The if-part can be an external cue (a time, a place, an event) or an internal one (a familiar urge, a rising feeling of panic).
The research behind this is unusually rich. Across 94 studies, forming if-then plans had a medium-to-large effect on goal attainment, and the effects were strongest precisely where people struggle most: getting started, and getting back on track after being derailed. The mechanism is not magic. Committing to a cue in advance makes that cue easier to notice, and links it to a response that fires with less deliberation — a kind of strategic automaticity, where the automation was chosen on purpose.
Precision matters. "I'll be more disciplined tomorrow" specifies neither a moment nor an action, and leaves you doing all the hard work in the moment, which is exactly when you are least equipped to do it. Purpose-built plans beat generic ones.
There is a useful pairing here. Mental contrasting means first imagining the desired outcome, then deliberately naming the obstacle in your way. Combined with an if-then plan, it produced a small-to-medium effect on goal attainment in a meta-analysis of 21 studies. A modest edge, honestly reported — and the researchers found that face-to-face support beat a document alone, suggesting that a plan made with someone tends to land better than one filled in alone at midnight.
Even professionals drift by lunchtime
If you suspect your discipline is worse after a long morning, the data is on your side. A study of 26,501 loan restructuring decisions by credit officers at a major bank found approval rates dipped significantly between 11am and 2pm relative to early morning, recovered later in the afternoon, and fell again after 5pm. During those dips, officers defaulted more often to the low-effort option: rejection. The researchers modelled what would have happened if every decision had been made at early-morning quality, estimating $509,023 in additional revenue for one month at that bank. Extrapolate carefully — one bank, one month, one country — but the pattern is consistent with decision fatigue.
Two things follow for anyone using a written plan. First, fatigue makes the lazy option look like the wise one; the tell is that you cannot quite articulate why the plan no longer applies. Second, breaks are not indulgence. They are maintenance.
The breach log: writing down the override, not the excuse
Here is where good intentions usually dissolve. You break a rule, feel briefly awful, explain it to yourself, and move on. Nothing is learned, and the rule quietly loses authority.
A breach log is a small, unsentimental record kept whenever you override your plan. Its job is to preserve what the plan was before you knew the outcome — because memory is selective, and a note written after a good result tends to rewrite an improvised decision as a clever one. A trading journal built for this purpose separates three layers: the raw facts from your platform, calculations derived from those facts, and your own annotations. It records the setup, the invalidation, the planned risk, the plan-compliance verdict, and one piece of supporting evidence. Entries should be short enough that you will actually write them.
Emotion tags can be useful for finding clusters to review, but a label like "anxious" does not prove that anxiety caused the result. Pair it with observable behaviour: size larger than planned, entry before the trigger, stop moved, re-entry minutes later. "Bad trade, market manipulated me" is a mood. "Entered before the retest completed; size matched plan; deviation was trigger timing" is evidence you can test.
Then do the part people skip. Take one finding and turn it into a stated test — the evidence, the proposed rule change, the window over which you will evaluate it, and the condition under which you would roll it back. That last part matters. A personal rule that can never be revised stops being a tool and becomes a small cage.
Why breaking a rule costs more than the trade
There is a quieter cost to overrides. Personal rules work partly because they turn a single decision into a pattern: not drinking tonight makes it easier not to drink tomorrow. When you break the rule, you do not just lose this instance; you weaken your belief that your own future promises mean anything. One exception feels harmless. A sequence of exceptions teaches you that your rules are decorative.
This is also why rigid, punishing rules can backfire. Very strict self-punishment, financial stakes that threaten essential needs, public shaming-based accountability and relentless tracking can increase distress without improving outcomes. If a rule starts interfering with sleep, health, relationships or necessary flexibility, the correct move is to redesign the rule, not to dial up the penalty.
And a note on jurisdiction and scope: how much flexibility you have will depend on where you live and what you are using. Commitment savings products, deposit contracts and employer-run incentive schemes are all subject to their own terms, regulation and tax treatment, which vary considerably by country. There is no universal best practice, and this is education, not advice about your circumstances.
What the evidence does support is modest and practical: decide in advance, specify the cue precisely, keep the stake proportionate and reversible, log breaches honestly and briefly, and review on a schedule. Your Sunday self is not wiser than your Thursday self — it is just less tired. Give it a proper written brief, and give Thursday a pen.
Educational explanations only—not personalised trading instructions.
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