Jesús Fernández-Villaverde and Patrick Norrick published a paper earlier this month titled Terra Incognita: The Economics of a Shrinking World. Fernández-Villaverde is a professor of economics at the University of Pennsylvania. Norrick is a research associate at Northwestern University.
Terra Incognita, which means unknown land or uncharted territory, refers to the fast coming new world of declining demographics. The title means that recorded humanity has never been in a similar situation. Outside of wars and pandemics, we have never had such low fertility rates, and have never experienced a decline in the global population.
Demography analysts, including myself at populyst and elsewhere, have flagged this issue for over a decade, but the new paper features several new ideas worth mentioning here.
First, Fernández-Villaverde and Norrick (FV&N hereafter) state that we have already passed the point at which the world population is growing below replacement. In other words, the global total fertility rate (TFR) is already below 2.1 children per woman, the level needed to maintain the population steady (more precisely, the authors place the replacement rate at 2.2). This view differs markedly from the UN Population Division’s projection (chart) that the TFR will remain above 2.1 until around 2050. In fact, FV&N cast doubt on the reliability of UN projections beyond the near-term. See Appendix B of their paper for their theoretical and empirical evidence.

Second, as a result of lower TFRs, FV&N expect the world’s population to peak at roughly 9 billion in 2056. This is 1.3 billion fewer people and 28 years earlier than the UN’s projection that it will peak at 10.3 billion in 2084.
Third, FV&N point out that the math on fertility can shift the fertility rate by a big number even if three-quarters of women do not change their behavior. Here is how they put it (brackets and emphasis added):
Imagine a cohort of 100 women. Fifteen end up with no children, a share in line with the completed fertility of recent cohorts in Europe and the U.S. Of those 15, around 5 are childless by choice, for professional, affective, or religious reasons; another 5 never find a partner or postpone childbirth until it is too late; and the remaining 5 want children but cannot have them for medical reasons, theirs or their partner’s. Of the remaining 85, 10 have one child, 60 have two, 10 have three, and 5 have four. We stop at four to keep the example simple; very few women in younger cohorts have five or more children, and the arithmetic could be adapted to include them.
The 100 women in this population have 180 children, for a CFR [completed fertility rate] of 1.8, roughly the rate in many advanced economies until the early 1990s and in the U.S. until around 2008. And yet we are 30 children short of replacement. Look at what this population is doing: only 5 women in 100 choose to remain childless, three-quarters of all women have two children or more, and one mother in six has three or four. To reach 2.1, a population needs many families with three or more children. Families stopping at two do not deliver replacement.
Take another cohort, where the number of childless women rises from 15 to 26. Among the rest, 23 have one child, 46 have two, and 5 have three. None of the changes is dramatic: 11 more women at zero and 13 more at one. Three-quarters of women still behave as they did at 1.8, and the median number of children is still two, although barely. And yet completed fertility is now 1.3, the conventional threshold for lowest-low fertility.
Dropping from 1.8 to 1.3, then, is not a drastic change in most families. Any explanation only has to account for the quarter of women who switch, not for the 75% who do not. The key is that children come in integers. A woman at two may easily switch to one, or from one to zero, in response to relatively small changes in relative prices or opportunity costs. The integer arithmetic of the replacement rate is unpleasant.
Fourth, FV&N argue that there is an inversion of the historical relationship between income and fertility. Until now, there was a widely accepted notion that richer countries have low TFRs and poorer countries have higher TFRs, but FV&N use the examples of Mexico and Tunisia to challenge this view:
Mexico’s total fertility rate (TFR) in 2025, 1.51, for instance, is likely to be below that of non-Hispanic whites in the U.S., 1.57, despite a GDP per capita at purchasing power parity (PPP) of only around 28% of the U.S. level. Even more striking is Tunisia, whose TFR in 2024 stood at 1.45 with a GDP per capita at PPP of 18% of the U.S. level.
Mexico and Tunisia are not anomalies. In 2025, Thailand was at 0.87, Colombia at 1.01, Iran at 1.35, and Brazil at 1.52, all at a fraction of U.S. per capita income.
Fifth, the authors say that the “inversion of the historical relationship between income and fertility across countries also seems to be happening within countries,” meaning that wealthier people within countries are having more children than the average.
Sixth, FV&N speak of a first demographic transition in which lower mortality around the world brought down fertility rates, and of a second demographic transition where TFRs fall below replacement and deaths eventually exceed births.
Reasons for Declining Fertility
Finally, the researchers try to explain the reasons behind the continuous decline of fertility worldwide. They mention the following:
- Economic fundamentals: the cost of housing and of health care, and other factors.
- Government policies: the TFR of a country tends to rise when governments provide things like extended parental leave, cheap housing or bonus payments to large families.
- Preferences and social norms: the authors itemize them as “the spread of individualism, secularization, women’s liberation, less interest in marriage, lower desire for descendants, or the rise of a parenting standard that makes each child more expensive in terms of time and worry.”
- Smartphones: FV&N believe that smartphones accelerated the declines in TFRs but did not cause them in the first place.
- Modernity: the authors write:Our conjecture is that a modern society makes the third child expensive and childlessness cheap, even when GDP per capita is only a fraction of the frontier (i.e., the U.S. level). Children are expensive because a child must be equipped to function in a world of formal knowledge and credentials, which takes years of costly investment. At the same time, children are no longer productive in the household, not even for smaller chores, having been replaced by “engines of liberation” such as the electric appliances now available even to poor households. Modernity also imposes tight career schedules, set by large-scale organizations, that collide with the biological clock and with the kin networks that used to share the work of raising children. And modernity makes childlessness cheap, because an impersonal society imposes next to no penalty on those who have no children: pensions and health care do the work that sons and daughters once did, and lineage counts for little.
Much of this aligns with my own views published last May in Explaining Lower Birth Rates in Poor and Rich Countries.
Good and Bad Consequences
I have discussed previously on this site some of the economic consequences of this new reality. They are not all negative. Instead they are a mix of opportunities and risks that will come to pass or not, depending on policy and initiative.
The Good News
FV&N write that one of the consequences of falling fertility is a 74% drop in teenage pregnancies in the U.S. between 2004 and 2024, and that this decline is welcome because three-quarters of pregnancies among American teenagers are unintended.
Other good consequences mentioned in the Terra Incognita paper are easier management of resources, and reduced pressure on infrastructure, housing and the environment.
The authors also write:
For emerging economies more generally, lower fertility opens a window of opportunity. These countries can educate smaller cohorts better, rebuild their infrastructure, and, before population aging fully takes hold, enjoy some fiscal space to facilitate structural reforms.
This refers tangentially to the potential for some countries to achieve a demographic dividend from the rapid decline in TFRs. When TFRs decline, dependency ratios also decline, as there are fewer dependents, and this in turn opens a window of opportunity for a demographic dividend. If FV&N are correct, TFRs are falling more precipitously than the UN has projected, and the opportunity window for a dividend will soon open for a large number of countries.
Readers of this site are familiar with this chart below that I first posted at populyst in 2015 and that summarizes the factors needed for a country to realize such a demographic dividend. Not all countries will be ready or able to do so, but we should hope that some probably will. I addressed this question three years ago in Demographic Dividend: Which Countries are Next?
The other good news we can derive from the Terra Incognita paper is that TFRs in Africa are falling faster than expected. This means that the working-age population of Africa will grow at a slower rate, and that the need to create millions of new jobs will be less acute than under the UN’s forecasts. In Africa: 800 million jobs needed, I discussed the enormous challenge faced by sub-Saharan economies to create adequate living conditions for the soaring working-age population. My numbers were based on the UN’s projections. The projections by FV&N mean that the challenge will be less daunting and could become more manageable.
A corollary of this is that illicit immigration from poor countries into the West could fade over the next couple of decades. If the economies of poor countries are better able to accommodate their new workers, there will be fewer people emigrating toward Europe or North America in search of jobs and better living conditions.
The Less Good News
The less good news resulting from lower fertility is that economic growth will be less robust. FV&N provide this equation:

With less demographic growth, there is less labor growth, and labor productivity growth will have to do more work in order to keep output growth steady. This could occur if AI delivers the promised gains in productivity. But the authors lean the other way, and write that labor productivity could instead decline:
Three reasons stand out. The first is the endogenous creation of ideas. The second is firm dynamism: an aging population starts fewer firms, and reallocation slows down. The third is the adoption of new technologies, which older workforces and older firms take up more slowly.
In a nutshell, fewer births ultimately mean fewer researchers, fewer ideas and less of the kind of innovation that raises productivity.
Another part of bad news is the rise in the old-age dependency ratio (the ratio of elderly to workers) that will exert more pressure on government budgets, pensions, social security and late-life medical services. All countries with retirement support programs already have stretched budgets and difficult fiscal prospects. Faster-declining TFRs will complicate this picture even more. As we are already seeing, the effects of spiraling budget deficits and debt will have deep consequences for the financial markets and economy.
Policy Will be Key
The outcome of a faster-declining global TFR is not preordained. Economies and markets are human constructs, and this means that human design can shape the outcome. Poor countries can position to increase their odds of achieving a demographic dividend. Rich countries can dampen the impact of falling demographics by lifting productivity, improving government efficiency and lowering the cost of health care. But good governance is rare and sporadic. We will not get all of this, but we will get some of it.
READ MORE on the same topic from Hannah Ritchie at Our World in Data: Which countries have already passed peak population, and when will the rest do so?
In the article, Ritchie provides this interactive map. Move the slider to see when different countries will peak in population, based on OWID’s projections.





















