Malthus · doubling time · the demographic transition
How the World’s Population Grew
The Doomsday Curve
In 1960 Heinz von Foerster and two colleagues fitted a curve to two thousand years of population estimates in the journal Science and found it reached infinity on Friday 13 November 2026. This film explains how populations grow: Malthus's geometric and arithmetic ratios, exponential growth and doubling time, why the billions arrived faster and faster, the demographic transition that bent the curve, population pyramids, the United Nations' projection of a peak in the 2080s, and how Thailand went from six children per woman to about one. Run the doomsday clock, step through the transition, add the billions and reshape the pyramid.
Interactive 3D film9 minAD 1 to 2100Published 19 October 2026
In November 1960, the journal Science published a paper with an alarming title: Doomsday, Friday, the thirteenth of November, A.D. 2026. The date it named was this autumn.
Its three authors, led by the physicist Heinz von Foerster, had not predicted an asteroid or a war. They had fitted a curve to two thousand years of world population, and the curve shot to infinity.
We are still here, more than eight billion of us. So what did the curve get right, what did it miss, and how does a population really grow?
Science, vol. 132 Five pages, 1291 to 1295, by von Foerster and two colleagues at the University of Illinois, Patricia Mora and Lawrence Amiot. AI-generated still.
24
estimates of world population
± 5.5 years
uncertainty on the doomsday date
What the fit used
8.2 billion
in 2024, United Nations
≈ 3 billion
when the paper appeared
World population
Prologue · The news
A date on the calendar
Heinz von Foerster, Patricia M. Mora and Lawrence W. Amiot, “Doomsday: Friday, 13 November, A.D. 2026”, Science 132, 1291–1295 (4 November 1960). Popular Science and The New Daily revisited it in October 2026 as the date approached.
The world reached about 3 billion people in 1960 (UN estimate) and 8.2 billion in 2024 (UN World Population Prospects 2024). How to use: pick a chapter or press ← →; drag to rotate. Most steps have buttons.
The 3D charts are drawn from the numbers in the sources; the pyramids are schematic shapes, not census data.
Their formula is short. World population, N, equals a constant divided by the number of years left until one particular date. Halve the years left, and the population doubles.
As the calendar approaches that year, the gap on the bottom shrinks toward zero, and the number on top grows without limit. The best fit put that date at 2026 point eight seven, give or take five and a half years. The authors put its central day, Friday the thirteenth of November, in their title.
Press Run the clock to watch the curve race upward, and compare it with the real head counts.
N(t)=(U−t)kK
K
1.79 × 10¹¹ (fitted constant)
U
A.D. 2026.87, “doomsday”
k
0.990 ± 0.009, so almost exactly 1
t
the year
The paper called U − t “dooms-time”.
1960, formula
≈ 2.8
1960, UN estimate
≈ 3.0
2024, formula
≈ 63
2024, UN estimate
8.2
Formula vs. head count (billions) Formula values computed from the paper’s constants.
≈ 6.9 billion
for the year 2000
≈ 26.6 billion
for the year 2020
What the formula gives
Chapter I · The doomsday equation
The fitted curve
von Foerster, Mora and Amiot fitted N = K/(U − t)^k to 24 estimates of world population from the time of Christ to the 1950s, by least squares: K = 1.79 × 10¹¹, k = 0.990 ± 0.009, U = A.D. 2026.87 ± 5.50. As t approaches U, N goes to infinity.
Values in the chart for 1960 and 2024 are computed from those constants (N(1960) ≈ 2.8 billion, N(2024) ≈ 63 billion). Real counts: about 3 billion in 1960 and 8.2 billion in 2024 (UN).
The idea behind it was daring. In most growing things, each member adds offspring at a steady rate, so the total grows exponentially, by the same percentage every year.
Von Foerster argued that people are not like other living things: the more of us there are, the more we cooperate and share what we learn, so the growth rate itself should rise as the population rises. Mathematicians call that hyperbolic growth.
And for two thousand years, it looked right. Until about 1700, the world grew by roughly four hundredths of one percent a year. By 1963, growth had reached two point three percent a year, the fastest ever.
exponential: the yearly percentage stays fixed; it never reaches infinity
hyperbolic: the percentage grows with the population; it hits a wall at a finite date
Two kinds of growthA least-squares fit Fitting by least squares means choosing the curve with the smallest total error; across the 24 estimates it was off by about 7 percent. AI-generated still.
average, 10,000 BC–1700
0.04%
peak, 1963
2.3%
recent
0.9%
World growth rate, % a year Today’s rate, 0.9 percent, is less than half the 1963 peak.
≈ 57 ×
faster yearly growth: 2.3 ÷ 0.04
From 1700 to 1963
Chapter I · The doomsday equation
Exponential and hyperbolic
The paper starts from a model with constant productivity per person, which gives exponential growth, then lets productivity rise with population as a power law, because people who communicate and form coalitions may gain as they grow. Integrated, this gives a finite-time blow-up. The fit to 24 estimates had a root-mean-square deviation of about 7 percent.
Our World in Data: average growth from 10,000 BC to 1700 was about 0.04 percent a year; the peak was 2.3 percent in 1963; recent growth is about 0.9 percent a year.
The fear itself was much older. In 1798, the English clergyman Thomas Malthus published An Essay on the Principle of Population.
He wrote that population, when unchecked, increases in a geometrical ratio: one, two, four, eight, sixteen. Food, he said, grows only in an arithmetical ratio: one, two, three, four, five.
Press Next generation and watch the gap open. Malthus argued that something must always hold population back to what the land can feed.
England, 1790s Harvests still depended on horses, ploughs and the weather. AI-generated still.
people: 1, 2, 4 … 256
256
food: 1, 2, 3 … 9
9
Malthus’s sequences, ninth term After eight doublings, 256 mouths for 9 portions.
… the constant operation of the strong law of necessity acting as a check upon the greater power.Thomas Malthus, Essay, 1798, chapter 2. The “greater power” is population’s power to grow.
Chapter II · How populations grow
An Essay on the Principle of Population
Malthus, 1798, chapter 2: “population, when unchecked, increased in a geometrical ratio, and subsistence for man in an arithmetical ratio.” He illustrated it with the sequences 1, 2, 4, 8, 16 … and 1, 2, 3, 4, 5 …
In the scene each block is one unit of Malthus’s sequences; the scale is symbolic.
Exponential growth has a simple rule of thumb. Divide seventy by the yearly growth rate in percent, and you get roughly the number of years it takes to double.
At four hundredths of a percent, the long average before 1700, doubling takes about seventeen hundred years. At nine tenths of a percent, today's rate, about seventy-seven. At two point three percent, the peak of the 1960s, only about thirty.
Press Race to watch all three at once. A doubling time that kept shrinking is exactly what von Foerster saw in his data, and why his curve bent so sharply upward.
T2≈r70
T2
doubling time in years
r
growth rate, % per year
70 comes from 100 × ln 2 ≈ 69.3 (ln is the natural logarithm).
0.04% a year
≈ 1,730
0.9% a year
≈ 77
2.3% a year
≈ 30
Years to double Exact values from ln 2 ÷ ln(1 + r); the rule of 70 gives 1,750, 78 and 30.
each doubling came sooner than the last
a fixed percentage cannot do that
a rising percentage can, until it runs into a wall
What the 1960 data showed
Chapter II · How populations grow
The rule of 70
For growth at r percent a year, the doubling time is ln 2 / ln(1 + r/100) years, which is close to 70 / r for small r. At 0.04 % that is about 1,733 years; at 0.9 % about 77; at 2.3 % about 30.5.
Growth rates from Our World in Data. The arithmetic is standard; the blocks in the scene are illustrative.
Look at how the billions arrived. Humanity reached its first billion around 1804. Twelve thousand years earlier, there had been only about four million people on Earth.
The second billion took a hundred and twenty-three years, to 1927. The third took thirty-three, to 1960, the very year the doomsday paper appeared. Then fourteen years, thirteen, twelve.
Press Add a billion. The eighth arrived in November 2022, about a decade after the seventh. But look at the next gaps: the United Nations expects them to get longer, not shorter.
≈ 4 million
people, 12,000 years ago
≈ 595 million
people in 1700
Before the billions
1804 1 billion
1927 2 billion (+123 years)
1960 3 billion (+33)
1974 4 billion (+14)
1987 5 billion (+13)
1999 6 billion (+12)
2022 8 billion (7 billion in 2011–12)
Each billion (UN estimates)Births and deaths Around 2019: about 134 million births and 58 million deaths a year, a net gain of 76 million. AI-generated still.
Chapter III · The billions
World population milestones
UN estimates: 1 billion in 1804, 2 billion in 1927, 3 billion in 1960, 4 billion in 1974, 5 billion in 1987, 6 billion in 1999, 7 billion around 2011–2012 and 8 billion on 15 November 2022.
Our World in Data: about 4 million people 12,000 years ago and about 595 million in 1700; around 2019, 134 million births and 58 million deaths a year.
Now put von Foerster's curve next to the real numbers. Until about 1960 they track each other closely. Then they part ways.
World growth peaked in the early 1960s and has slowed ever since. The formula had no way of knowing that, within a generation, families almost everywhere would start having far fewer children.
Instead of the sixty-three billion people the formula gives for 2024, there were about eight point two billion. The doomsday paper described the past remarkably well. It could not see the turn coming.
1960, formula
≈ 2.8
1960, UN
3
1999, formula
≈ 6.6
1999, UN
6
Formula vs. UN, billions By 1999 the formula was already about 10 percent too high.
child deaths falling, so families needed fewer births
the birth control pill, from the 1960s
fast-growing cities
What the formula could not see
≈ 63 billion
the 1960 formula
8.2 billion
UN estimate
Head count in 2024More food, too Popular Science also credits the Green Revolution: new high-yield crops that fed the larger population. AI-generated still.
Chapter III · The billions
The turn
Our World in Data: population growth peaked at 2.3 % a year in 1963 and is about 0.9 % now; the global fertility rate has roughly halved. Popular Science (Oct 2026) cites child survival, the Green Revolution, the birth control pill and urbanisation, and quotes demographer Joel Cohen that growth peaked in the early 1960s.
The formula value for 2024 (≈ 63 billion) is computed from the paper’s constants.
So why did the real curve not keep shooting up? Demographers describe a pattern first set out by the American Warren Thompson in 1929. It is called the demographic transition.
In the first stage, births and deaths are both high, and population barely grows. Then cleaner water, better food, vaccines and medicine cut deaths, above all among children.
Births stay high for a while, so for a generation or two the gap between births and deaths becomes a population boom. Press Next stage to step through.
1: births high, deaths high
2: deaths fall, births stay high
3: births fall too
4: both low, growth slows to a halt
The four classic stagesFewer deaths In England, deaths from infectious disease fell from about 11 to under 1 per 1,000 people between 1750 and 1975. AI-generated still.growth=birth rate−death rateIgnoring migration, which matters for countries but not for the world as a whole.
Chapter IV · The demographic transition
The demographic transition
Warren Thompson set out the basic interpretation in 1929; Adolphe Landry made similar observations around 1934, and Frank Notestein formalised the theory in the 1940s. Stage 1: high births and deaths. Stage 2: deaths fall fast with better food, sanitation and public health, especially for children, while births stay high, so population grows rapidly.
The curves in the scene are schematic, following the shape of the model, not one country’s data.
In the third stage, births begin to fall as well: the fertility rate, the average number of children per woman, drops. When most children survive, families no longer need many births to be sure that some will grow up.
Education, especially for girls, life in cities, paid work and access to contraception all push the same way. In the fourth stage, births and deaths are both low again, and growth slows almost to a stop.
North-western Europe went first, from the late eighteenth century. Much of Asia, Latin America and Africa entered the transition later, in the twentieth century.
Why births fall Our World in Data: the global fertility rate has roughly halved. AI-generated still.
children who survive
girls who stay in school
cities and rising wages
contraception
What pushes births down
late 1700s deaths start falling in north-western Europe
late 1800s births start falling in northern Europe
1800s France: births and deaths fall together, no boom
1900s most of Asia, Latin America, Africa
Who went first
Chapter IV · The demographic transition
Stages 3 and 4
Stage 3: birth rates fall, with factors such as access to contraception, rising wages, urbanisation, women’s education and changing values. Stage 4: births and deaths are both low and population is roughly stable; fertility may fall below replacement, leading to an older, shrinking population. A fifth stage is debated.
Deaths began falling in north-western Europe in the late 18th century; births in northern Europe from the late 19th; France was an exception, with both falling together.
You can see the transition in a population pyramid, which stacks people by age, with the youngest at the bottom, men on one side and women on the other.
With many births, the pyramid has a wide base and a narrow top. As births fall and people live longer, the base shrinks, the middle fills out, and the shape turns into a column.
Press Young country and Ageing country to compare. Worldwide, a baby born in 2024 could expect to live about seventy-three years, and by the mid-2030s the UN expects more people over eighty than babies under one.
each bar: one 5-year age group
bar length: how many people of that age
a wide bottom bar means many recent births
Reading a pyramid
73.3 years
in 2024
70.9 years
during the COVID-19 pandemic
Life expectancy at birth, world
mid-2030s
people aged 80+ outnumber babies under 1
late 2070s
people aged 65+ outnumber children under 18
An older world (UN projections)
Chapter IV · The demographic transition
Population pyramids
UN World Population Prospects 2024: life expectancy at birth was 73.3 years in 2024, back up from 70.9 during the pandemic. By the mid-2030s people aged 80 or over are projected to outnumber infants; by the late 2070s people aged 65 or over are projected to outnumber children under 18.
The two pyramids in the scene are schematic shapes.
The United Nations' latest projections, from 2024, expect world population to keep rising for about sixty more years, to a peak of around ten point three billion in the mid-2080s.
Then it is projected to drift down, to about ten point two billion by 2100. Women today have on average about two and a quarter children each, down from about three point three in 1990.
Sixty-three countries and areas, including China, Germany, Japan and Russia, have already passed their peak. Projections are not prophecies, but they are built from births, deaths and migration that are measured every year.
≈ 10.3 billion
peak, mid-2080s
≈ 10.2 billion
in 2100, 700 million fewer than projected a decade earlier
UN World Population Prospects 2024
1990
3.31
2024
2.25
replacement level
≈ 2.1
Children per woman, world Replacement: about 2.1 children per woman keep a population stable in the long run (a little over 2, because some children die young). More than half of all countries are already below it.
63 already peaked: China, Germany, Japan, Russia …
48 peak between 2025 and 2054: Brazil, Iran, Türkiye, Viet Nam …
126 still growing past 2054: India, Indonesia, Nigeria, Pakistan, USA …
When countries peak (UN)
Chapter V · A peak this century
World Population Prospects 2024
UN, July 2024: world population of 8.2 billion is projected to peak at about 10.3 billion in the mid-2080s and fall to about 10.2 billion by 2100. Global fertility is 2.25 live births per woman, down from 3.31 in 1990; replacement is about 2.1. 63 countries and areas have already peaked.
The dashed projection in the scene follows the UN medium scenario’s shape, drawn through its stated values.
Thailand shows how fast a transition can run. Around 1970, Thai women had about six children each, and the population was growing about three percent a year.
In 1970 the government made family planning the main way to slow that growth. Within about two decades, fertility had fallen to about two point two children per woman.
Today it is about one. In 2024, Thailand registered about four hundred and sixty-two thousand births, the first time below half a million since 1949, and more deaths than births for the fourth year running.
around 1970
≈ 6
1994
≈ 2.2
2024
≈ 1.0
Children per woman, Thailand Below Japan’s rate of about 1.2.
Fewer grandchildren Growth slowed from about 3 percent a year in 1970 to 1.3 percent by 1994, Thailand told the UN. AI-generated still.
462,240
births registered
571,646
deaths registered
Thailand, 2024
65.95 million
about 100,000 fewer than a year earlier
Registered population, end of 2024
Chapter VI · Thailand
Thailand’s transition
Thailand’s statement to the 1994 Cairo population conference: the first population policy, in March 1970, made family planning the main strategy; growth fell from about 3 % a year in 1970 to 1.3 % in 1994, and fertility from 6 to 2.2. Department of Provincial Administration figures for 2024 (via Khaosod English): 462,240 births, 571,646 deaths, population 65,951,210; total fertility rate about 1.0.
The Thai pyramid in the scene is a schematic shape, not census data.
So the doomsday of the title is a date on the calendar, not a prediction to fear. Commentators have suggested the dramatic title was partly a provocation, to make people pay attention.
Its lesson still holds: a curve that fits the past very well can still fail, because people can change the very trend that is being measured.
The question for this century is no longer how to stop explosive growth, but how to live well in a world that is older, and that is projected one day to begin shrinking.
1798 Malthus’s Essay
1804 1 billion people
1929 Thompson describes the transition
1960 the doomsday paper; 3 billion
1963 fastest growth: 2.3% a year
2022 8 billion
mid-2080s projected peak ≈ 10.3 billion
Milestones
a fixed growth rate doubles in about 70 ÷ rate years
deaths fall first, births follow: the transition
a good fit to the past is not a forecast
Three ideas
∞
the 1960 formula
≈ 8.3 billion
people actually alive (Popular Science)
Two numbers for 13 November 2026
Epilogue
Sources
Every number in this film comes from the sources below. UN figures are estimates and medium-scenario projections.
Stills are AI-generated illustrations, not photographs.
The 3D charts are drawn from the numbers in the sources; the pyramids are schematic shapes, not census data.