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The Slow Lantern

No. 14 · Winter

Thinking Tools

9 min read

The Pareto Idea Without the Hype: Noticing What Matters Most

A small share of causes often produces a large share of results, but "eighty-twenty" is a loose pattern, not a law. Here is how to spot it in a garage, an inbox or your week, with one small exercise to try.

Tobias Wren

Fig. 1 — The Pareto Idea Without the Hype: Noticing What Matters Most

The Pareto idea says that in many situations a small share of the causes produces a large share of the results. A few items in your garage get used constantly, and most never leave their shelf. A handful of emails need real answers, and the rest are happy to wait or to vanish. The idea isn't a magic formula. It's a prompt to stop and ask which few things are doing most of the work.

I should say up front that I've come to this idea sideways, mostly through restarting things. Cello, Italian and bookbinding have each taught me, more than once, that effort and results are not shared out evenly. So this is a notebook of what I've understood so far, not a lecture.

What is the Pareto principle, in plain words?

Picture a slice of cake and a jug of cream, and imagine that most of the cream somehow ends up on one small corner. That is the shape of the idea. The causes (the cake) are spread widely, but the results (the cream) pool in a few places.

The famous version is "eighty-twenty": roughly twenty per cent of the causes produce roughly eighty per cent of the effects. It's catchy, which is both its charm and its trouble. People tend to remember the numbers and forget the noticing.

The noticing is the useful part. Before the idea can help, you have to look at your own situation and ask: of all the things I could point to, which few are carrying the weight?

The garage test: a thought experiment

Imagine a garage with about a hundred objects in it: tools, boxes, a bicycle pump, three half-used tins of paint, a camping stove from a trip nobody remembers fondly. Now suppose that for a whole year you made a tally mark every time you reached for something.

I haven't run this experiment, and the numbers below are invented to show the shape. But I'd be surprised if your tally looked even. My guess is that fifteen or so items would collect most of the marks: the pump, the ladder, the screwdriver you actually like, the bin bags. The other eighty-five would collect a mark or two each, or none.

Why would it come out that way? Because use follows recurring needs. Tyres go soft every few weeks, so the pump is needed again and again. The camping stove answers a need that arrives once in a blue moon. Things tied to a repeating task pile up marks, and things tied to a one-off don't. Unevenness isn't mysterious here. It comes from the fact that our lives repeat some tasks far more than others.

Once you see this, tidying changes character. You don't have to treat all hundred objects equally. You put the busy fifteen where you can reach them, and the quiet eighty-five can be tucked away, given away or at least left alone.

The inbox, and my Sunday of alphabetising

The same thing happens with a pile of emails. Say you open your inbox and find two hundred unread messages. A few are from people actually waiting on you. One is a form with a deadline. Several are newsletters you meant to read and gently abandoned. The rest are receipts, notifications and cheerful invitations to things you won't attend.

I once spent most of a Sunday sorting an inbox like this into neatly labelled folders. It was very satisfying, rather like arranging the deck chairs, and I missed a reply that had mattered. The folders were lovely. The reply was what counted.

That was my small lesson in the difference between tidy and important. The sorting felt productive because it was visible and easy to finish, while the thing that mattered was one message hiding among many. A mistake like that is just the lesson turning up early, and I'm grateful it did.

Where the idea comes from, and a caution about the story

The idea is named after Vilfredo Pareto, an Italian economist who studied how wealth and land were distributed and noticed a lopsided pattern. You will often hear that he noticed the same thing in his garden, with a small share of pea pods producing most of the peas. I can't vouch for that story, so I'll pass it on only as the tale it is.

What I'm more confident about is the next step. The quality-management writer Joseph Juran later popularised the notion in business settings, as I understand it, under the phrase "the vital few and the trivial many". Notice that the name came well after the observation, and that the "eighty-twenty" label is a handy summary and not something Pareto handed down as a rule.

Eighty-twenty is a loose pattern, not a law

This is the part I most want to get right, because it's where the idea is most often stretched.

The numbers don't have to add up to a hundred. Twenty and eighty seem like a tidy pair, but they measure different things. One is a share of causes and the other is a share of results. You could find that ten per cent of causes give ninety per cent of results, or that thirty per cent give sixty. Some situations are lopsided and some are nearly even. The only way to find out is to look.

It doesn't promise the "few" are easy to spot in advance. The garage tally works because it looks backwards, at what actually happened. Predicting which items will matter is harder, and I often get it wrong.

"Rarely used" doesn't mean "unimportant". The smoke alarm battery is touched once a year, and the first-aid kit hopefully less. Frequency and importance are different questions. The Pareto idea is good at telling you where your time goes and what pays you back, but it can't tell you that the quiet things are worthless. If you throw out everything outside your vital few, you may find that a few of the quiet things were quietly holding up the roof.

So I treat the idea as a way of asking better questions, not a ruling. If it nudges me to look at my week and say "hmm, that's lopsided", it has done its job.

The same shape in Italian words and cello practice

What I find most interesting is how often this shape turns up in unrelated places. In language, a fairly small set of words does a huge share of the work in everyday speech. In Italian, little words like e, di, che and il, and verbs like essere and avere, turn up constantly. It's the same logic as the garage: common tasks (saying who, what, is, has) call on the same few words again and again, while a word like cacciavite (screwdriver) waits for its moment.

This is partly why learners are often encouraged to start with the most common words. I won't quote exact figures, because they vary by text and by how words are counted. But the principle matched my own experience. When I restarted Italian, I'd been trying to learn a long list of vivid, interesting nouns. My conversations improved much more once I made friends with the dull little connecting words. It wasn't glamorous, but it worked.

Cello taught me a version too. When I played through a piece from the beginning each time, I assumed my mistakes were scattered everywhere. When I finally marked each wobble with a pencil dot, they clustered in two or three bars. Practising just those bars helped more than another hour of playing it through. That's what worked for me, and your music may behave differently.

Across the garage, the inbox, the vocabulary list and the sheet music, the pattern is the same: effort and results are not shared out evenly, and a little looking can find where they pool.

A small exercise: find the few things worth your time this week

Here is one exercise, and it takes about twenty minutes. You need a piece of paper and a pencil, and nothing fancier.

  1. Write down everything on your plate this week. Don't judge or order it, just empty your head onto the page. This matters because you can't spot a pattern in things you haven't looked at, and a mental list always feels both longer and vaguer than a written one.

  2. Next to each item, ask: "If this didn't happen, what would I notice by next Friday?" If the honest answer is "nothing much", put a small dash. If the answer is "something would go wrong, or I'd miss something I care about", put a dot. This question replaces "is it urgent?", which tends to favour whatever is loudest.

  3. Look at the dots and ask which of them keep paying you back. A phone call to a friend, an hour on the project you're proud of and a short daily practice might all carry on helping after the week is over. Circle those. They are likely candidates for your vital few.

  4. Choose two or three, no more. If you circle eleven, you haven't found the few yet, you've just drawn a longer list. Choosing is the uncomfortable bit, but it's the whole point.

  5. Book time for those first, and let the rest fit around them. The order matters, because small tasks expand to fill any time left unguarded, much like my Sunday of folders.

  6. Next Friday, look back and check. Did the things you picked make the difference you expected? Did something with a dash turn out to matter? You will probably guess wrong about one or two, and that's useful information. I still guess wrong fairly often, and the guesses have slowly got better.

Be gentle with yourself if the week doesn't go to plan. The aim isn't a perfect week, it's a slightly clearer view of what you were spending your effort on.

A question to carry around

I keep wondering why the world is so often lopsided. Is it because repeated needs and snowballing effects really do bunch up results, as with the pump and the tyres? Or is part of it that we only notice the lopsidedness when we look backwards, and so we're always a little surprised by it?

And here is the question I like best. If you did a tally like the garage one, but for the good moments in your week, the laughs, the quiet satisfactions, the cups of tea that arrived at exactly the right time, where would the marks pile up? I haven't finished my own tally yet, but I have a suspicion that the few things at the top are smaller and kinder than I'd have guessed.

Further lights

  1. 01

    The Map Is Not the Territory: Where the Idea Came From and What It's Good For

    A hand-drawn park map once sent a friend down a path that was no longer there. Following that small mishap back through Lewis Carroll and a 1931 mathematics talk shows why every summary leaves things out, and why that is a feature rather than a fault.

    8 min
  2. 02

    Second-Order Thinking: Asking "And Then What?"

    Second-order thinking is the habit of following a choice one step further than feels natural. Here is how it works, where it helps, and why it should stay out of the way when you're choosing a biscuit.

    8 min
  3. 03

    Occam's Razor, Without the Mystique: Where the Idea Came From and What It's Good For

    When two explanations fit the facts equally well, which should you try first? A short history of Occam's razor, a worked kitchen puzzle with the arithmetic shown, and an honest look at where simple stops being a good guide.

    9 min