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): 6.42 in 1950 → 4.80 in 2024 (−25%). Peak: 6.92 in 1978; the latest value is 31% lower. The trend broke around 1980 and 2011: +0.02 → −0.03 → −0.11 a year.
Births: 1.71M in 1950 → 7.51M in 2023 (×4.4). The trend broke around 1989 and 2013: +66.9k → +137k → −1.28k a year.
Population: 37.3M in 1950 → 228M in 2023 (×6.1). The trend broke around 2000: change sped up (+2.48M → +4.51M a year).
Internet: 0% in 1990 → 41.2% in 2024 (+41 pp). Threshold: above 10% since 2010. Fastest growth in 2017–2022: 25.9% → 39.1%.
Urban share: 14.2% in 1960 → 63.8% in 2025 (+50 pp). Threshold: above 50% since 2008.
GDP per person (PPP): 5,424 PPP dollars in 1990 → 8,145 PPP dollars in 2025 (+50%). Low: 4,782 PPP dollars in 1999; +70% since then. The trend broke around 1999 and 2013: −78 → +289 → −85 a year.
GDP growth: on average 1.7% in the 1990s, 8.3% in the 2000s, 3.8% in the 2010s, 1.3% in the 2020s. Lowest: −6.4% in 2020; highest: 14.6% in 2002.
Inflation: on average 13.6% in the 1990s, 12.3% in the 2000s, 11.8% in the 2010s, 21.7% in the 2020s. Lowest: 5.4% in 2007; highest: 33.2% in 2024.
What changed at the same time
The fastest decline of "Fertility (TFR)" was in 2011–2021: 5.89 → 4.64. Over the same years: births 7.16M → 7.33M; population 171M → 219M; internet 13.8% → 35.5%; urban share 52.5% → 60.6%; GDP per person (PPP) 8,154 PPP dollars → 7,588 PPP dollars; GDP growth 4.9% → 1.1%; inflation 10.8% → 17%.
How the indicators relate
Fertility (TFR) and internet (1990–2024, 30 years): levels are strongly related, in opposite directions (r = −0.97); year-to-year changes show no reliable link (r = −0.31). This looks like a shared trend: both change over time, but not in step from year to year.
Fertility (TFR) and urban share (1960–2024, 65 years): levels are strongly related, in opposite directions (r = −0.82); year-to-year changes show no reliable link (r = 0.05). This looks like a shared trend: both change over time, but not in step from year to year.
Fertility (TFR) and GDP per person (PPP) (1990–2024, 35 years): levels are noticeably related, in opposite directions (r = −0.70); year-to-year changes show no reliable link (r = 0.35).
Forecasts vs actual
Fertility (TFR): past UN projections. The outcome was below the projection in 5 of 11 revisions (1998–2022) and above in 6; median gap +22%.
The UN 1998 projection expected this level (4.80) already around 2001: reality is 23 years behind it.
The UN 2019 projection expected today's level (4.80, 2024) only around 2027: reality is 3 years ahead of it.
Fertility (TFR): UN 2024 projection (medium): 2050 — 2.66 (−45% vs 2024), 2100 — 1.91 (−60% vs 2024); low variant for 2100: 1.41.
Births: past UN projections. The outcome was below the projection in 4 of 11 revisions (1998–2022) and above in 7; median gap +19%.
The UN 2010 projection expected this level (7.51M) already around 2020: reality is 3 years behind it.
The UN 2017 projection expected this level (7.51M) already around 2018: reality is 5 years behind it.
Births: UN 2024 projection (medium): 2050 — 8.08M (+8% vs 2023), 2100 — 6.62M (−12% vs 2023); low variant for 2100: 3.25M.
Population: past UN projections. The outcome was below the projection in 0 of 12 revisions (1998–2022) and above in 12; median gap +8%.
The UN 1998 projection did not expect today's level (228M, 2023) before its horizon ended (2030).
The UN 2022 projection expected today's level (228M, 2023) only around 2024: reality is 1 year ahead of it.
Population: UN 2024 projection (medium): 2050 — 359M (+58% vs 2023), 2100 — 477M (+109% vs 2023); low variant for 2100: 335M.
GDP growth: IMF next-year forecasts (34 editions, 2007–2023). On average the outcome was 1.1 pp below the forecast; below it in 56% of cases; typical error ±2.4 pp. The biggest miss was for 2020: IMF, April 2019 expected 2.5%, the outcome was −6.4%.
GDP growth: latest IMF forecast (IMF, April 2026): 2025 — 4%, 2027 — 4.3%, 2031 — 4.2%.
Inflation: IMF next-year forecasts (36 editions, 2007–2024). On average the outcome was 2.7 pp above the forecast; below it in 28% of cases; typical error ±3.7 pp. The biggest miss was for 2024: IMF, April 2023 expected 15.8%, the outcome was 33.2%.
Inflation: latest IMF forecast (IMF, April 2026): 2026 — 16%, 2028 — 12.8%, 2031 — 10%.
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
177M
228M
+28.6%
UN 2000
2023
23 years
196M
228M
+16.5%
UN 2002
2023
21 years
186M
228M
+22.4%
UN 2004
2023
19 years
185M
228M
+23.5%
UN 2006
2023
17 years
203M
228M
+12.1%
UN 2008
2023
15 years
203M
228M
+12.1%
UN 2010
2023
13 years
219M
228M
+4%
UN 2012
2023
11 years
228M
228M
+0.1%
UN 2015
2023
8 years
223M
228M
+2.4%
UN 2017
2023
6 years
222M
228M
+2.5%
UN 2019
2023
4 years
222M
228M
+2.6%
UN 2022
2023
1 year
224M
228M
+1.8%
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
4.78M
7.33M
+53.4%
UN 2000
2015–2020
18 years
5.53M
7.33M
+32.4%
UN 2002
2015–2020
16 years
5.12M
7.33M
+43%
UN 2004
2015–2020
14 years
5.6M
7.33M
+30.9%
UN 2006
2015–2020
12 years
6.13M
7.33M
+19.5%
UN 2008
2015–2020
10 years
6.09M
7.33M
+20.2%
UN 2010
2015–2020
8 years
7.25M
7.33M
+1.1%
UN 2012
2015–2020
6 years
7.75M
7.33M
−5.4%
UN 2015
2015–2020
2 years
7.36M
7.33M
−0.5%
UN 2017
2015–2020
0 years
7.38M
7.33M
−0.7%
UN 2022
2023
1 year
8.11M
7.51M
−7.4%
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
3.52
5.10
+44.9%
UN 2000
2015–2020
18 years
3.89
5.10
+31.2%
UN 2002
2015–2020
16 years
3.74
5.10
+36.6%
UN 2004
2015–2020
14 years
4.15
5.10
+23%
UN 2006
2015–2020
12 years
4.15
5.10
+23%
UN 2008
2015–2020
10 years
4.20
5.10
+21.5%
UN 2010
2015–2020
8 years
5.22
5.10
−2.2%
UN 2012
2015–2020
6 years
5.73
5.10
−11%
UN 2015
2015–2020
2 years
5.41
5.10
−5.7%
UN 2017
2015–2020
0 years
5.42
5.10
−5.8%
UN 2022
2024
2 years
4.99
4.80
−3.9%
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
34
−1.1 pp
2.4 pp
56%
Inflation
36
+2.7 pp
3.7 pp
28%
Unemployment rate
3
+4.5 pp
4.5 pp
0%
Government gross debt
26
−2.6 pp
4.2 pp
77%
All indicators
Demography
Population
228M persons, 1 July latest value, 2023
Population on 1 July. UN estimate to 2023, medium variant from 2024; past UN revisions for forecast checks.