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THE QUESTION LIBRARY EXTRAORDINARY CLAIMS

Why do coincidences sometimes feel like they were meant to be?

Striking coincidences happen far more often than they feel, and our minds are quick to notice them; what one means to you is a different question.

THE SHORT ANSWER

Mostly because striking coincidences are far more common than they feel, and our minds are quick to notice them. In a room of just 23 people, the odds are about even that two share a birthday. In a country of 250 million, a one-in-a-million daily event happens to about 250 people every day. We also remember hits and forget misses. Whether a coincidence carries a message is beyond science. What it means to you is yours to weigh.

  • With 23 people, it is about even odds that two share a birthday; with just 14, it is even odds that two birthdays fall within a day of each other.
  • Persi Diaconis and Frederick Mosteller described a “law of truly large numbers”: with a large enough sample, any outrageous thing is likely to happen.
  • In studies by Ruma Falk and her colleagues, people found coincidences more surprising when they happened to themselves than when the same stories happened to others.
  • A 2017 test found that the numerology birth numbers of 806 Nobel Prize winners did not differ from what chance would give.
  • The psychiatrist Carl Jung coined the word synchronicity for coincidences he saw as linked by meaning rather than by cause.
On this page
A composite photograph of one shiny green beetle at seven moments of takeoff. It starts on a dark surface at lower left and rises in a diagonal line toward the upper right, its brown wings spread, against a plain pale gray background.
About this picture

Seven photos of one rose chafer (Cetonia aurata) taking off, combined into one image; the flight path was shifted so the beetles would not overlap. In perhaps Carl Jung’s best-known story of synchronicity, a rose chafer knocked at his window as a patient told him her dream of gold scarab jewelry.

Bernie (Wikimedia Commons user Wilder Kaiser), via Wikimedia Commons · Public domain (released by the photographer) · Image source ↗

WHERE THE EVIDENCE STANDS

How sure are we?

  • Striking coincidences are expected when enough people and events are involved.Diaconis and Mosteller, Journal of the American Statistical Association (1989): 23 people give even odds of a shared birthday; a one-in-a-million daily event strikes about 250 people a day in a population of 250 million; a double lottery winner somewhere in the U.S. within seven years is better than even odds.
  • Meaningful coincidences happen far more often than chance allows, as Jung argued.Diaconis and Mosteller (1989) argued that four ordinary sources (hidden causes, memory and perception, counting near misses as matches, and truly large numbers) account for much of the force of synchronicity, and wrote that where rates can be checked with solid control, coincidences occur about as often as expected. They also noted how little data exists.
  • People who see more patterns in random events tend to hold more paranormal beliefs.van Prooijen, Douglas and De Inocencio (2018): seeing patterns in random coin tosses went with supernatural beliefs. Riekki and colleagues (2013, 47 people) and Bressan (2002, 214 people) found related links; a 2023 study of 723 people confirmed a link with paranormal belief but found it small. Which comes first is still debated.
  • Numerology birth numbers reveal a person’s talents or life path.Genovese (2017): birth numbers of 806 Nobel Prize winners matched chance and did not differ across prize fields. He found no earlier published test and notes birth numbers might track some other trait, so the evidence is thin: one test, and it found nothing.
  • A coincidence can be a sign or message from God, angels or the universe.Science can count how often coincidences happen, but it cannot test whether a particular one was sent or meant. Jungian analysts describe synchronicity as a link of meaning, not of cause.
What the labels mean

WHAT WE DON’T KNOW YET

In 1989, Diaconis and Mosteller noted that there was little data on how often coincidences happen in daily life, or on how that rate differs from person to person. Believers in the paranormal report more coincidences, but nobody knows yet exactly why.

WHAT WOULD CHANGE THIS ANSWER

Careful records showing that meaningful coincidences happen far more often than chance allows, in studies that count misses as carefully as hits, would change this answer. So would repeated, independent tests in which numerology readings or angel numbers matched people’s lives better than chance.

Mostly because striking coincidences are far more common than they feel, and because human minds are quick to notice them. That answer does not make your experience smaller. It helps explain why a coincidence can feel so personal, and so charged with meaning.

Start with a simple puzzle. In a room of 23 people, what are the odds that two share a birthday? The answer is about even, 50-50. With just 14 people, it is even odds that two birthdays fall within a day of each other. These numbers appear in a 1989 paper on coincidences by two Harvard researchers, the mathematician Persi Diaconis and the statistician Frederick Mosteller.

They also describe a bigger idea, which they call the law of truly large numbers: with a large enough sample, any outrageous thing is likely to happen. Suppose a coincidence strikes one person in a million each day. In a country of 250 million people, that is about 250 people a day. When a New Jersey woman won the state lottery twice, a front-page newspaper story called it a 1-in-17-trillion long shot. Two statisticians calculated that it was better than even odds that someone in the United States would win twice within seven years.

Our minds add to the effect. Once you notice something new, like a word or a car model, you start seeing it everywhere. This is called the frequency illusion. We also remember the hits and forget the misses. And a coincidence that happens to us feels more surprising than the same story about someone else.

None of this means a coincidence cannot matter to you. The psychiatrist Carl Jung called meaningful coincidences synchronicity, and numerologists read repeating numbers as messages. Whether a coincidence is a sign is beyond science. But noticing, wondering and making meaning are deeply human. You are welcome here, whatever you believe.

THE LONG ANSWER

Free long answer 3 of 3 this month.

How often should “impossible” coincidences happen?

More often than it feels. In their 1989 paper, Diaconis and Mosteller define a coincidence as a surprising coming-together of events that seem meaningfully related, with no apparent cause linking them. Our feel for the odds is often far off, they note. With 23 people in a room, a shared birthday is about a coin flip. With 48 people, it is about 95% likely. With seven people, the odds are about even that two birthdays fall within a week of each other.

Coincidences also pile up because so many different matches would surprise us. Meet a stranger, and you might share a birthday, a job, a hometown, a school, a first name or a hobby. Diaconis and Mosteller call this the multiplicity of endpoints: the more kinds of match that count, and the more “close” matches we count as exact, the more likely some match becomes.

Then there is sheer size. The New York Times called a New Jersey woman’s two lottery wins a “1 in 17 trillion” long shot. That is the chance for one person who buys one ticket in each of two lotteries, Diaconis and Mosteller explain, and she had bought many tickets again and again. The better question is whether anyone, among the millions who play, will win twice. Stephen Samuels and George McCabe of Purdue University put that at better than even odds within seven years, somewhere in the United States.

Why do some coincidences feel so personal?

Part of the answer is attention. In 2005, Arnold Zwicky, writing on the blog Language Log, named the frequency illusion: once you notice something, you think it happens all the time, because now you notice nearly every case. Diaconis and Mosteller give an everyday version: learn a new word, and you seem to meet it again within days.

Memory adds to it. Diaconis and Mosteller describe a 1978 lab study with word lists that gave some evidence that when a new event matches something in memory, the match gets recalled, so we may overestimate how often coincidences happen. A later study found the same with events instead of words. And in studies by Ruma Falk and her colleagues, people rated coincidences as far more surprising when they happened to themselves than when the same stories happened to others.

We are also pattern seekers. The psychologist Chris French describes patternicity, sometimes called apophenia: the spontaneous sense of connections and meaning in randomness. He suggests that biases like this helped our ancestors spot threats fast. In a 2018 set of studies, people who saw patterns in random coin tosses were more likely to hold supernatural beliefs. In a small 2013 study, paranormal and religious believers were better at finding face-like shapes in pictures of scenery, but also said “face” more often where there was none; their accuracy matched the skeptics’, and they were simply readier to say yes. A larger 2023 study of 723 people linked paranormal belief to both that readiness and lower accuracy, though the effects were small. And a 2013 study of spotting human figures found the bias went with paranormal belief but not with traditional religious belief. A 2002 study of 214 people found that believers in the paranormal reported more coincidences. Its author, Paola Bressan, proposed that believers are more inclined to connect separate events, rather than simply worse at math. These studies mostly show links, and which comes first is still debated. Our guide to common thinking traps has more.

One striking finding did not hold up. A 2008 paper in Science reported that people who felt a loss of control saw more illusory patterns. But when researchers ran seven new experiments, published in 2018, they found no such effect. When they re-ran an earlier summary of studies like it, they found strong signs of publication bias, meaning studies that found nothing tend to go unpublished. With one large failed replication and signs of bias, we label the idea that a brief loss of control makes people see more patterns Not supported, for now.

What did Jung mean by synchronicity, and what do tests show?

In Jung’s own terms, as the Jungian analyst Joe Cambray explains for the International Association for Analytical Psychology, of which he is a past president, synchronicity is an “acausal connecting principle”: inner, psychological events linked to outer events by meaning rather than by a chain of cause and effect. Jung told a seminar in December 1929 that he had invented the word, and he later developed the idea with the Nobel Prize-winning physicist Wolfgang Pauli. Cambray notes that Jung’s main examples were stories from his clinical work. In perhaps the best-known one, a patient was telling him her dream of being given gold jewelry shaped like a scarab beetle when he heard a knocking at the window. It was a beetle from the scarab family, a rose chafer, trying to get in. Jung caught it and handed it to her, and he wrote that the moment broke through her defensive rationalism. Cambray writes that Jung was arguing for a pattern-making tendency built into the universe, a basic property of reality. That view is Beyond science: no test can show whether a meaning was built into an event.

Jung also made a claim that can be checked. Diaconis and Mosteller report that he argued meaningful coincidences occur far more often than chance allows. In their view, four ordinary sources, hidden causes, memory and perception, loose counting of near matches, and truly large numbers, account for much of the force of synchronicity. Where rates can be checked with solid control, they wrote, coincidences occur about as often as expected. So the more-than-chance claim is Not supported. Still, the more they worked in this area, they wrote, the more they felt that Jung and the biologist Paul Kammerer were right: “We are swimming in an ocean of coincidences.” Their own explanation is that nature and we ourselves create them. For how scientists think about chance itself, see is anything truly random?

What about angel numbers and numerology?

Numerology, as the numerologist Hans Decoz’s site World Numerology puts it, is “the study of the profound ways numbers impact our lives.” The site calls it a system of self-discovery, not fortune-telling. A central number is the life path number, also called the birth number, found by adding up the digits of a birth date until one digit is left. The site says it reflects a person’s natural talents and the direction their life is meant to follow. Angel numbers are repeating patterns such as 111, 222, 333 and 444, seen on clocks, receipts or license plates. Decoz writes that they appear in daily life to guide, encourage and awaken spiritual awareness, and that their message is personal. Reading numerology books since 1970, he cannot remember a mention of them until about the mid-1990s, which he says does not mean they lack validity. He calls them an offshoot of numerology, with no real basis in the methods or theories of Pythagorean numerology.

Few tests exist. In 2017, Jeremy Genovese of Cleveland State University calculated the birth numbers of 806 Nobel Prize winners. If birth numbers carry the meaning numerologists describe, he reasoned, their pattern among such rare achievers should differ from chance, and winners in different fields should differ from each other. Neither happened. Genovese found no earlier published test of numerology, and he notes a limit of his own: birth numbers might predict some other human difference that prizes do not capture. So the evidence is thin: one test, and it found nothing. We found no controlled test of angel numbers at all. The frequency illusion offers one reason they can seem to appear so often once you start looking for them. Astrology has faced similar tests; see does astrology work?

What is the strongest objection, and where can both sides agree?

The strongest objection is that math answers the wrong question. It can say a coincidence was bound to happen to someone. It cannot say why it happened to you, now. That is fair. Science can count coincidences; it cannot settle whether one was meant. Diaconis and Mosteller themselves wrote that coincidences can point to new discoveries and alter the course of our lives. Much of scientific discovery, they add, depends on finding the cause of a puzzling coincidence.

Making meaning also seems to matter. A 2017 review of 66 studies found weak-to-moderate links between a sense of meaning in life and better physical health, strongest for people’s own ratings of their health; that is a link, not a cause. Not every tidy result lasts, though: a 2013 finding that seeing tree photos in seasonal order raised people’s sense of meaning in life failed a larger replication in 2016 that was planned and registered in advance, though its authors caution that one failed replication is not the final word.

Believers and skeptics can agree on a lot. Coincidences are real events, and the feelings they bring are real. Checking before acting on a sign is wise. If a sign nudges you toward a goal, pairing the wish with a plan for the obstacles is a tested method, as our answer on the law of attraction explains.

How can you check it yourself?

  • Test the birthday puzzle. In a group of 23 or more, such as a class or a team, ask everyone for their birthday. Try it in several groups and keep count.
  • Keep a clock tally. On a 12-hour clock, 1:11, 2:22, 3:33, 4:44, 5:55 and 11:11 each come up twice a day, 12 minutes in all, or 1 minute in every 120. For a week, note every time you check the time, not only the special ones, and count how often they appear.
  • Write predictions down first. A hunch recorded before the event is a test. One remembered afterward is a story.
  • Ask what else would have counted. If a different match would have felt as striking, the odds of some match were higher than they seemed.

The answer stays the same after all this detail. Striking coincidences are expected, and our minds are tuned to catch them. What a coincidence means to you is yours to decide.

Deep dive (optional)

Deep dive: the birthday math

Diaconis and Mosteller give a handy shortcut. Suppose N people each fall at random into one of c equally likely categories, such as the 365 days of the year. When c is large, the chance that no two people share a category is about e raised to the power of −N²/2c. Setting that equal to one half and solving gives N ≈ 1.2√c for a 50% chance of a match. For birthdays, 1.2 × √365 ≈ 23. For a 95% chance, the multiplier becomes about 2.5, so N ≈ 48.

The same logic works for any set of categories, which makes it a handy tool for thinking about coincidences. The authors show that when several kinds of match count at once, fewer people are needed. In one of their examples, with birthdays, lottery tickets and theater tickets all counting, 16 people give an even chance of some match. And their law of truly large numbers is simple multiplication: an event with a one-in-a-million chance per person per day happens about 250 times a day among 250 million people, or close to 100,000 times a year.

Numerology’s birth numbers can be checked with arithmetic too. Genovese points out that some systems treat 11 and 22 as special numbers that are not reduced further (World Numerology calls such numbers “master numbers”), but the order in which you add the digits can change whether you land on 11. Take May 5, 1999. Adding all the digits, 5 + 5 + 1 + 9 + 9 + 9, gives 38, and 3 + 8 gives 11. Adding the month and day first (5 + 5 = 10, then 1 + 0 = 1) and the year separately (1 + 9 + 9 + 9 = 28, then 10, then 1) gives 1 + 1 = 2.

THREE THINGS TO REMEMBER

  1. Striking coincidences are expected when enough people and events are involved.
  2. We notice hits, forget misses, and feel our own coincidences are more special.
  3. Whether a coincidence is a sign is beyond science; what it means to you is yours to weigh.
Words worth knowing (6)
Coincidence
A surprising coming-together of events that seem meaningfully related, with no apparent cause linking them. This is the working definition of Diaconis and Mosteller, who say it is close to Jung’s.
Law of truly large numbers
The idea that with a large enough sample of people and events, any outrageous thing is likely to happen somewhere.
Frequency illusion
The feeling that something you have just started noticing is suddenly everywhere. Also called the Baader-Meinhof phenomenon.
Apophenia
Also called patternicity: the spontaneous sense of connections and meaning in random events.
Synchronicity
Carl Jung’s word for meaningful coincidences, which he saw as linked by meaning rather than by cause.
Birth number (life path number)
In numerology, a single digit found by adding the digits of a birth date until one digit remains.

Sources & further reading

(9) · Checked Sep 30, 2026
  1. Methods for Studying Coincidences (Persi Diaconis and Frederick Mosteller) ↗Journal of the American Statistical Association 84 (1989): 853–861Full text read (copy hosted by UC Berkeley Statistics: https://www.stat.berkeley.edu/~aldous/157/Papers/diaconis_mosteller.pdf); volume, pages and date confirmed via Crossref. Authors’ affiliations: Diaconis, Professor of Mathematics, and Mosteller, Professor of Mathematical Statistics Emeritus, Harvard University. Definition of coincidence, close to Jung’s; Jung argued meaningful coincidences occur far more frequently than chance allows; intuitive grasp of the odds often far off; birthday problem (23 for 50%, about 48 for 95%, N ≈ 1.2√c and 2.5√c, 14 within a day, 7 within a week, triple match on day of month among 18, three categories need 16 people); new-word and new-car examples; law of truly large numbers (“With a large enough sample, any outrageous thing is likely to happen”; one in a million per day, 250 a day and close to 100,000 a year among 250 million); New York Times front-page “1 in 17 trillion” double lottery winner in New Jersey, who bought multiple tickets repeatedly; Samuels and McCabe (Purdue statistics): better than even odds of a double winner in seven years; four principles, which “account for much of the force of synchronicity”; rare disease cases close together may mean a disaster is brewing; much of scientific discovery depends on finding the cause of a perplexing coincidence; forgetting failed predictions; “Where we have solid control and knowledge, the rates of occurrences seem about as expected”; little data on rates or differences among people; “the more we feel that Kammerer and Jung are right. We are swimming in an ocean of coincidences”; nature and we ourselves create them. The psychology review in the paper reports Falk (1982; in press) and Falk and MacGregor (1983) on surprise at one’s own coincidences and superfluous details, and Hintzman, Asher and Stern (1978) on selective memory, with a replication using events by Kallai (1985).
  2. Synchronicity: An Acausal Connecting Principle (Joe Cambray) ↗International Association for Analytical Psychology (IAAP)Inside source, by a past IAAP president and Jungian analyst. Synchronicity defined by Jung as an acausal connecting principle, internal psychological events linked to external events by meaningful coincidences rather than causal chains; anecdotal clinical evidence served as the primary descriptive examples in Jung’s writing; the scarab dream, the knocking at the consulting room window, a scarabaeid beetle (a rose-chafer) seeking entry, Jung handed it to the patient and it broke through her defensive rationalism (Jung 1960); in December 1929 Jung told his seminar “I have invented the word synchronicity”; first public use 1930; collaboration with the Nobel laureate physicist Wolfgang Pauli; Cambray’s reading that Jung was ultimately arguing for a pattern-making tendency in the universe, a fundamental property of reality.
  3. Just between Dr. Language and I (Arnold Zwicky) ↗Language Log, 7 August 2005Names the Frequency Illusion: “once you’ve noticed a phenomenon, you think it happens a whole lot, even ‘all the time’,” a selective attention effect; estimates skewed by noticing nearly every occurrence. Also: Ben Zimmer, “‘Frequency illusion’ in the OED,” Language Log, 19 March 2019 (https://languagelog.ldc.upenn.edu/nll/?p=42180): the OED’s March 2019 update added the term, first attested in Zwicky 2005, also called the Baader-Meinhof phenomenon.
  4. Connecting the dots: Illusory pattern perception predicts belief in conspiracies and the supernatural (van Prooijen, Douglas and De Inocencio) ↗European Journal of Social Psychology 48 (2018): 320–335PubMed abstract (PMID 29695889) and full text (PMC5900972): five studies; Study 1 had 264 U.S. participants; perceiving patterns in random coin tosses related to supernatural and conspiracy beliefs; pattern-search instructions had an indirect effect; manipulated belief changed pattern perception. Also: Riekki and colleagues, “Paranormal and Religious Believers Are More Prone to Illusory Face Perception than Skeptics and Non-believers,” Applied Cognitive Psychology 27 (2013): 150–155, doi:10.1002/acp.2874 (Crossref abstract; N = 47; believers better at identifying face-like regions but prone to false alarms; more liberal answering criteria; detection sensitivity did not differ); Bressan, “The connection between random sequences, everyday coincidences, and belief in the paranormal,” Applied Cognitive Psychology 16 (2002): 17–34, doi:10.1002/acp.754 (Crossref abstract; 214 subjects; believers reported more coincidences; argues against the misunderstood-probability theory; some probability effects disappeared among university students; proposes a stronger propensity to connect separate events); Müller and Hartmann, “Linking paranormal and conspiracy beliefs to illusory pattern perception through signal detection theory,” Scientific Reports 13 (2023): 9739, doi:10.1038/s41598-023-36230-0 (full text PMC10275861; N = 723; paranormal belief went with a more liberal response bias and lower perceptual sensitivity; effects small next to other sources of variance); van Elk, “Paranormal believers are more prone to illusory agency detection than skeptics,” Consciousness and Cognition 22 (2013): 1041–1046, doi:10.1016/j.concog.2013.07.004 (PubMed abstract, PMID 23933505; point-light human figures; illusory agency detection unrelated to traditional religious belief, strongly related to paranormal belief); Chris French, “The Psychology of Paranormal Beliefs,” Sydney Symposium of Social Psychology 2024 chapter (https://sydneysymposium.unsw.edu.au/2024/chapters/FrenchSSSP2024.pdf; patternicity, “sometimes referred to as apophenia,” the spontaneous perception of connections and meaning in randomness; such biases tied to rapid threat detection, with evolutionary psychology offering a plausible explanation).
  5. Experimental Manipulations of Personal Control do Not Increase Illusory Pattern Perception (van Elk and Lodder) ↗Collabra: Psychology 4 (2018): 19Crossref abstract: seven experiments; no evidence that control threat affects illusory pattern perception (magical thinking, conspiracy beliefs, paranormal beliefs, agent detection); Bayesian evidence for the null; re-running a recent meta-analysis of control-threat studies showed strong evidence for publication bias and a relatively small effect size. Original finding: Whitson and Galinsky, “Lacking Control Increases Illusory Pattern Perception,” Science 322 (2008): 115–117, doi:10.1126/science.1159845 (PubMed abstract, PMID 18832647; six experiments).
  6. The effects of exposure to objective coherence on perceived meaning in life: a preregistered direct replication of Heintzelman, Trent & King (2013) (Ratner, Burrow and Thoemmes) ↗Royal Society Open Science 3 (2016): 160431PubMed abstract (PMID 28018623) and full text via Europe PMC (PMC5180121): registered report; direct replications of the original Studies 2 and 4 with 482 and 294 participants; all tests failed to replicate; the authors caution that a single unsuccessful replication does not invalidate the original findings. Original: Heintzelman, Trent and King, Psychological Science 24 (2013): 991–998, doi:10.1177/0956797612465878 (PubMed abstract, PMID 23620548; tree photos in seasonal patterns vs random order; higher reported meaning in life).
  7. Angel Numbers: What They Mean and Why You See Them (Hans Decoz) ↗World NumerologyInside source (page author meta: Hans Decoz). Repeating patterns such as 111, 222, 333 and 444 that “appear in your daily life to guide, encourage, and awaken your spiritual awareness”; seen on clocks, receipts or license plates; their message is personal; reading numerology books since 1970, the author cannot remember a mention of them until about the mid-nineties, which does not mean there is no validity to them; an offshoot of numerology with “no real basis in any of the algorithms or theories found in Pythagorean numerology”; master numbers 11, 22 and 33. Home page (https://www.worldnumerology.com/): numerology is “the study of the profound ways numbers impact our lives”; “not a form of fortune-telling” but a system of self-discovery; the Life Path Number, calculated from the full birth date, reflects natural talents and the overall direction a life is meant to follow.
  8. A Test of Numerology: Do Birth Numbers Predict Nobel Prize Winners? (Jeremy Genovese) ↗Journal of Articles in Support of the Null Hypothesis 13, no. 2 (2017)Full text read. Birth number = digits of the birth date summed to a single digit, also called the life path number; Nobel Prize winners 1901–2010, sample of 806; distribution did not differ from chance (chi-square 4.92, df 8, p = 0.77) or between prize categories (p = .90); “no support for the claims of numerology”; no previously published tests found; limitation: birth number might predict some other human distinction; master numbers 11 and 22 and the order-of-addition problem. Note for the deep dive: the paper’s printed example date reads “May 1, 1999,” but its sums (5 + 5 + 1 + 9 + 9 + 9 = 38) fit May 5, 1999, so the page uses May 5, 1999 and shows the arithmetic in full.
  9. Meaning in life and physical health: systematic review and meta-analysis (Czekierda, Banik, Park and Luszczynska) ↗Health Psychology Review 11 (2017): 387–418PubMed abstract (PMID 28488471): 66 studies, total N = 73,546; weak-to-moderate associations between meaning in life and physical health; strongest for subjective health indicators; significant albeit weak associations with objective indices.

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