Computed with the same code as the observations under the main chart and in the API (get_insights). Moving together in time does not prove a cause.
How the indicators changed
Fertility (TFR): 4.85 in 1950 → 2.25 in 2023 (−54%). Peak: 5.31 in 1963; the latest value is 58% lower. The trend broke around 1965 and 1993: +0.01 → −0.07 → −0.02 a year.
Births: 91.8M in 1950 → 132M in 2023 (+44%). The trend broke around 1985 and 2017: +1.14M → +219k → −2.04M a year.
Population: 2.49B in 1950 → 8.09B in 2023 (×3.2).
Internet: 15.6% in 2005 → 73.6% in 2025 (+58 pp). Threshold: above 50% since 2019. Fastest growth in 2017–2022: 46.3% → 67%.
Urban share: 34.2% in 1960 → 57.8% in 2025 (+24 pp). Threshold: above 50% since 2007. The trend broke around 2018: change slowed down (+0.51 → +0.28 a year).
GDP per person (PPP): 11,275 PPP dollars in 1990 → 21,914 PPP dollars in 2025 (+94%). The trend broke around 1998: change sped up (+109 → +356 a year).
GDP growth: on average 3.2% in the 1980s, 3.0% in the 1990s, 3.7% in the 2000s, 3.7% in the 2010s, 3.0% in the 2020s. Lowest: −2.7% in 2020; highest: 6.7% in 2021.
Inflation: on average 15.5% in the 1980s, 19.7% in the 1990s, 4.2% in the 2000s, 3.5% in the 2010s, 5.6% in the 2020s. Lowest: 2.6% in 2009; highest: 39.8% in 1993.
What changed at the same time
The fastest decline of "Fertility (TFR)" was in 1968–1978: 4.96 → 3.79. Over the same years: births 122M → 122M; population 3.55B → 4.29B; urban share 36% → 38.6%; no data for the others in those years.
Over the last 10 years (2013–2023): fertility (TFR) 2.57 → 2.25; births 145M → 132M; population 7.29B → 8.09B; internet 35.3% → 69.2%; urban share 53.4% → 57.3%; GDP per person (PPP) 17,122 PPP dollars → 20,895 PPP dollars; GDP growth 3.4% → 3.3%; inflation 3.6% → 6.7%.
How the indicators relate
Fertility (TFR) and internet (2005–2023, 19 years): levels are strongly related, in opposite directions (r = −0.96); year-to-year changes are weakly related (r = −0.47).
Fertility (TFR) and urban share (1960–2023, 64 years): levels are strongly related, in opposite directions (r = −0.92); year-to-year changes are weakly related (r = −0.29).
Fertility (TFR) and GDP per person (PPP) (1990–2023, 34 years): levels are strongly related, in opposite directions (r = −0.91); year-to-year changes are weakly related (r = 0.36).
Forecasts vs actual
Fertility (TFR): past UN projections. The outcome was below the projection in 3 of 11 revisions (1998–2022) and above in 8; median gap +2.1%.
The UN 1998 projection expected this level (2.25) already around 2020: reality is 3 years behind it.
The UN 2008 projection expected today's level (2.25, 2023) only around 2026: reality is 3 years ahead of it.
Fertility (TFR): UN 2024 projection (medium): 2050 — 2.10 (−7% vs 2023), 2100 — 1.84 (−18% vs 2023); low variant for 2100: 1.36.
Births: past UN projections. The outcome was below the projection in 1 of 11 revisions (1998–2022) and above in 10; median gap +3.5%.
Births: UN 2024 projection (medium): 2050 — 133M (0% vs 2023), 2100 — 110M (−17% vs 2023); low variant for 2100: 48.4M.
Population: past UN projections. The outcome was below the projection in 0 of 12 revisions (1998–2022) and above in 12; median gap +2.7%.
The UN 1998 projection expected today's level (8.09B, 2023) only around 2030: reality is 7 years ahead of it.
The UN 2022 projection expected today's level (8.09B, 2023) only around 2024: reality is 1 year ahead of it.
Population: UN 2024 projection (medium): 2050 — 9.66B (+19% vs 2023), 2100 — 10.2B (+26% vs 2023); low variant for 2100: 6.99B.
GDP growth: IMF next-year forecasts (36 editions, 2007–2024). On average the outcome was 0.6 pp below the forecast; below it in 67% of cases; typical error ±1.2 pp. The biggest miss was for 2020: IMF, April 2019 expected 3.6%, the outcome was −2.7%.
GDP growth: latest IMF forecast (IMF, April 2026): 2026 — 3.1%, 2028 — 3.2%, 2031 — 3.1%.
Inflation: IMF next-year forecasts (36 editions, 2007–2024). On average the outcome was 0.6 pp above the forecast; below it in 44% of cases; typical error ±1.1 pp. The biggest miss was for 2022: IMF, April 2021 expected 3.2%, the outcome was 8.7%.
Inflation: latest IMF forecast (IMF, April 2026): 2026 — 4.4%, 2028 — 3.4%, 2031 — 3.2%.
UN projections vs actual
Solid line: actual data, UN WPP 2024 estimates to 2023, then national statistics where comparable with the UN. Dashed: medium variants of past UN revisions. The table shows what each revision expected for the latest year (or five-year period) with actual data.
Population
persons, 1 July
Actual
UN 1998
UN 2000
UN 2002
UN 2004
UN 2006
UN 2008
UN 2010
UN 2012
UN 2015
UN 2017
UN 2019
UN 2022
UN 2024, medium
Release
Target period
Horizon
Expected
Actual
Actual vs expected
UN 1998
2023
25 years
7.7B
8.09B
+5.1%
UN 2000
2023
23 years
7.8B
8.09B
+3.8%
UN 2002
2023
21 years
7.73B
8.09B
+4.7%
UN 2004
2023
19 years
7.78B
8.09B
+4%
UN 2006
2023
17 years
7.88B
8.09B
+2.7%
UN 2008
2023
15 years
7.88B
8.09B
+2.7%
UN 2010
2023
13 years
7.87B
8.09B
+2.9%
UN 2012
2023
11 years
7.94B
8.09B
+1.9%
UN 2015
2023
8 years
7.99B
8.09B
+1.3%
UN 2017
2023
6 years
8.03B
8.09B
+0.7%
UN 2019
2023
4 years
8.03B
8.09B
+0.8%
UN 2022
2023
1 year
8.05B
8.09B
+0.6%
Births
births per year
Actual
UN 1998
UN 2000
UN 2002
UN 2004
UN 2006
UN 2008
UN 2010
UN 2012
UN 2015
UN 2017
UN 2019
UN 2022
UN 2024, medium
Release
Target period
Horizon
Expected
Actual
Actual vs expected
UN 1998
2015–2020
20 years
130M
141M
+9.1%
UN 2000
2015–2020
18 years
136M
141M
+3.8%
UN 2002
2015–2020
16 years
135M
141M
+4.4%
UN 2004
2015–2020
14 years
137M
141M
+3.5%
UN 2006
2015–2020
12 years
137M
141M
+2.9%
UN 2008
2015–2020
10 years
136M
141M
+3.6%
UN 2010
2015–2020
8 years
135M
141M
+4.4%
UN 2012
2015–2020
6 years
139M
141M
+1.7%
UN 2015
2015–2020
2 years
141M
141M
+0.5%
UN 2017
2015–2020
0 years
141M
141M
+0.4%
UN 2022
2023
1 year
134M
132M
−1.6%
Total fertility rate
children per woman
Actual
UN 1998
UN 2000
UN 2002
UN 2004
UN 2006
UN 2008
UN 2010
UN 2012
UN 2015
UN 2017
UN 2019
UN 2022
UN 2024, medium
Release
Target period
Horizon
Expected
Actual
Actual vs expected
UN 1998
2015–2020
20 years
2.29
2.46
+7.4%
UN 2000
2015–2020
18 years
2.44
2.46
+1.1%
UN 2002
2015–2020
16 years
2.41
2.46
+2.1%
UN 2004
2015–2020
14 years
2.38
2.46
+3.2%
UN 2006
2015–2020
12 years
2.37
2.46
+3.7%
UN 2008
2015–2020
10 years
2.40
2.46
+2.7%
UN 2010
2015–2020
8 years
2.39
2.46
+3%
UN 2012
2015–2020
6 years
2.45
2.46
+0.4%
UN 2015
2015–2020
2 years
2.47
2.46
−0.5%
UN 2017
2015–2020
0 years
2.47
2.46
−0.5%
UN 2022
2023
1 year
2.31
2.25
−2.6%
IMF forecasts vs actual
Solid line: actual values from the latest IMF edition (data get revised, so we use the newest). Dashed: April editions, current year and five years ahead. The table covers next-year forecasts from all editions: mean error shows bias, mean absolute error shows accuracy.
Real GDP growth
% per year
Actual (IMF)
WEO, April editions
Indicator
Forecasts
Mean error
Mean absolute error
Actual below forecast
Real GDP growth
36
−0.6 pp
1.2 pp
67%
Inflation
36
+0.6 pp
1.1 pp
44%
All indicators
Demography
Population
8.09B persons, 1 July latest value, 2023
Population on 1 July. UN estimate to 2023, medium variant from 2024; past UN revisions for forecast checks.