Leadership 4 min read

When Should I Decide Instead of Gathering More Information?

Stuck in analysis paralysis? Knowing when to stop researching and make a decision is vital for small business success. Don't let the fear of imperfection delay crucial actions.

The 5-minute answer

Decide when you have enough information to make a sound judgment, rather than postponing decisions out of fear or seeking unnecessary data that can lead to confusion and paralysis. It’s easy to fall into the trap of believing more data always equals a better outcome, but this isn't necessarily true. Often, gathering information becomes a way to avoid commitment and delay the inevitable.

Key takeaways
  • Gathering information often delays decisions due to fear of commitment.
  • The 70% rule misapplies measurement to judgment, leading to formulaic decisions.
  • More information doesn't always improve decisions; it can cause confusion.
Facing a decision?
Do You Have Enough Information?
Yes
Make a Decision
No
Gather More Information

Let’s say you’re a bakery owner deciding whether to offer a new vegan cake.

  1. Initial Research: You’ve spoken to 5 regular customers who expressed interest (qualitative data). This is enough to warrant further investigation.
  2. Limited Testing: You bake a small batch (cost: £30) and offer free samples to 20 customers. 15 people try it, and 12 say they’d buy it (£60 potential revenue).
  3. Cost/Benefit Analysis: Ingredients cost £30. Selling 10 cakes at £5 each yields £50 profit. This is a positive return.
  4. The 70% Rule: You don’t need to survey the entire town. You have enough information to test the market.
  5. Decision: Add the vegan cake to the menu. Remove it if sales are low.
  6. Avoidance: Spending six months researching trends, competitors, and ingredients would be analysis paralysis.

How does gathering more information affect decision-making?

It's common to start gathering information when faced with a decision. This feels productive, and can be, to a point. However, it’s easy to fall into the trap of endless research, believing the ‘right’ answer will reveal itself with enough data. Often, this isn't the case. Gathering more information can become a tactic to postpone making a decision, fuelled by fear of commitment or avoiding mistakes. This is especially true for small business owners who feel personally responsible for every outcome.

The underlying issue is often not a lack of information, but a lack of willingness to accept uncertainty. No decision is risk-free. Spending too long seeking absolute certainty delays progress and can be damaging in fast-moving markets.

What is the 70% rule and how is it misapplied?

The ‘70% rule’, popularised by Jeff Bezos, suggests making decisions when you have around 70% of the information you think you need. While it sounds logical, it’s often misused by UK small businesses. The core problem is that it attempts to solve a problem of judgement with a problem of measurement. It implies you can accurately measure how much information you have, and that hitting 70% is a magic number. This isn’t the case.

Decisions aren’t about percentages; they’re about context. Some business choices, like choosing a supplier, are easily reversed if things go wrong, so less certainty is needed. Other decisions, like a major investment, are irreversible and demand much more careful consideration. The 70% rule doesn’t account for this. Applying it rigidly can lead to overthinking simple choices or rushing complex ones.

It’s easy to fall into the trap of gathering data just to feel productive, potentially delaying decisions out of fear of getting it wrong. Remember, more information doesn’t automatically equal a better outcome, it can lead to confusion and paralysis. Focus on having the right information, not simply enough. Business advice like this can become a substitute for careful thought, so use it as a guide, not a rule.

Does more information always lead to better decisions?

The assumption that ‘more data equals better decisions’ isn’t always true. In fact, for UK small businesses, constantly seeking extra information can actually hinder your progress. Beyond a certain point, it leads to what’s known as analysis paralysis, overthinking and indecision caused by being overwhelmed.

Our brains have limits. When overloaded with data, it becomes harder to spot patterns, properly assess risks, and make clear judgements. This results in confusion, frustration, and importantly, delayed action, something a small business can ill afford. It's easy to fall into the trap of gathering information simply to avoid making a decision, postponing action due to fear of getting it wrong.

Bezos’s ‘70% rule’ and similar frameworks can be helpful, but applying them mechanically, without considering the context, is a mistake. Don’t rely on formulas. Instead, recognise the point where the cost of gathering more information outweighs the benefits. Prioritise clarity, focus on what you already know, and don’t be afraid to make a call with the information you have.

What we'd actually do
When Should I Decide Instead of Gathering More Information?

I recommend focusing on gathering enough context-specific information for sound judgement, rather than relying on formulas or postponing decisions out of fear. Prioritise understanding the type of decision and its reversibility. Act on incomplete information and learn from the results.

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Read the transcript

Most professionals assume that waiting for more information is the responsible choice. It isn't neutral. The decision to keep researching is itself a decision, and it has a cost. The real question isn't how much you know. It's whether what you're still looking for would actually change your answer.

Decide now if any one of three conditions is true: the decision is reversible, the cost of delay outweighs the cost of a wrong call, or more information is unlikely to change your conclusion. If none of those apply, there is still a rule: identify the single input that would actually shift your choice, get only that, then decide. Everything else is noise.

Here's the psychology worth knowing. Research from Kellogg found that people gather more information when a decision is framed as a potential loss, even when gathering that information is costly. So when something feels high-stakes, your instinct is to keep researching. The problem is that instinct is usually responding to fear of getting it wrong, not a genuine gap in what you know. Recognising that pattern in yourself is half the work. But knowing the pattern isn't enough. You need a test.

The three triggers are quick to apply. First: is this decision reversible? If you can course-correct without serious harm, waiting only burns time. Second: what does delay actually cost? If the cost of inaction, whether that's a missed window, a stalled team, or a competitor moving first, exceeds the cost of a wrong call, decide now. Third: is there any realistic new information that would change your conclusion? If you run that question honestly and the answer is no, you already have enough. If one of those three is true, stop gathering. If none are, move to the single-input rule.

This is the distinction most people miss. There are two types of information you might go looking for. Information that would genuinely shift your choice, and information that would just make you feel safer about the choice you've already made. Only the first type justifies waiting. The second is comfort-seeking dressed up as diligence. If you're honest about which one you're actually after, the decision about whether to decide becomes much cleaner. And that honesty leads directly to the one-question test.

Before you commission another report, schedule another meeting, or run another survey, ask this: if I had this information, would it actually change my decision? Not would it be interesting. Not would it make me feel more confident. Would it change the call? If the honest answer is probably not, you already have enough. Decide now.

One important counterpoint. This framework is not an argument for speed at all costs. On genuinely irreversible, high-stakes decisions, acting too early carries real risk. Committing to a major acquisition, a structural redundancy, or a market exit before you have the right inputs isn't decisive. It's reckless. The goal here is not to move fast. It's to be clear about what you actually need, and honest about whether you're still gathering information or just postponing a decision you've already made.

Say you're deciding whether to hire a senior commercial lead. You've interviewed three strong candidates, checked references, and your gut is pointing clearly at one of them. Now you're considering running a fourth round of interviews and a psychometric assessment. Apply the test: would the results actually change your choice, or would they just make you feel better about the choice you've already made? If it's the latter, you're not gathering information. You're delaying a decision. Make the hire.

Simple decision rule: decide now if the decision is reversible, the cost of delay outweighs a wrong call, or more information won't change your conclusion. If none of those apply, name the one input that would actually shift your choice, get only that, and decide. Everything beyond that one input is delay dressed up as diligence.

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