All indicators of the Macroscope base for Sao Tome and Principe, with sources. Below: what past UN and IMF releases projected and what actually happened.
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): 6.23 in 1950 → 3.64 in 2023 (−41%). Peak: 6.53 in 1974; the latest value is 44% lower. The trend broke around 1977 and 2013: +0.01 → −0.06 → −0.1 a year.
Births: 2.78k in 1950 → 6.51k in 2023 (+134%). Low: 2.64k in 1953; +146% since then. The trend broke around 1968 and 2011: +0.01k → +0.09k → −0.05k a year.
Population: 60.9k in 1950 → 231k in 2023 (×3.8). The trend broke around 1971: change sped up (+0.8k → +2.36k a year).
Internet: 0% in 1990 → 59.1% in 2024 (+59 pp). Thresholds: above 10% since 2003, above 50% since 2020. Fastest growth in 2016–2021: 28% → 54.9%.
Urban share: 15.4% in 1960 → 69.2% in 2025 (+54 pp). Threshold: above 50% since 1997. The trend broke around 2010: change slowed down (+1.4 → +0.17 a year).
GDP per person (PPP): 3,883 PPP dollars in 1990 → 5,459 PPP dollars in 2025 (+41%). The trend broke around 1999 and 2019: −3.8 → +97 → −41 a year.
GDP growth: on average −1.3% in the 1980s, 1.3% in the 1990s, 4.7% in the 2000s, 3.4% in the 2010s, 1.2% in the 2020s. Lowest: −10.3% in 1981; highest: 9.3% in 1985.
Inflation: on average 14.8% in the 1980s, 40.0% in the 1990s, 16.1% in the 2000s, 8.6% in the 2010s, 12.1% in the 2020s. Lowest: 0.1% in 1985; highest: 69% in 1997.
What changed at the same time
The fastest decline of "Fertility (TFR)" was in 2012–2022: 4.66 → 3.70. Over the same years: births 6.89k → 6.4k; population 189k → 226k; internet 21.6% → 58.6%; urban share 67% → 68.4%; GDP per person (PPP) 4,920 PPP dollars → 5,632 PPP dollars; GDP growth 2.9% → 0.2%; inflation 10.6% → 18.1%.
How the indicators relate
Fertility (TFR) and internet (1990–2023, 27 years): levels are strongly related, in opposite directions (r = −0.97); year-to-year changes show no reliable link (r = −0.22). This looks like a shared trend: both change over time, but not in step from year to year.
Fertility (TFR) and urban share (1960–2023, 64 years): levels are strongly related, in opposite directions (r = −0.93); year-to-year changes show no reliable link (r = 0.27). 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) (1990–2023, 34 years): levels are strongly related, in opposite directions (r = −0.95); year-to-year changes show no reliable link (r = 0.03). This looks like a shared trend: both change over time, but not in step from year to year.
Forecasts vs actual
Fertility (TFR): past UN projections. The outcome was below the projection in 3 of 9 revisions (2002–2022) and above in 6; median gap +27%.
The UN 2002 projection expected this level (3.64) already around 2006: reality is 17 years behind it.
The UN 2022 projection expected today's level (3.64, 2023) only around 2024: reality is 1 year ahead of it.
Fertility (TFR): UN 2024 projection (medium): 2050 — 2.59 (−29% vs 2023), 2100 — 1.97 (−46% vs 2023); low variant for 2100: 1.47.
Births: past UN projections. The outcome was below the projection in 3 of 9 revisions (2002–2022) and above in 6; median gap +18%.
The UN 2022 projection expected today's level (6.51k, 2023) only around 2024: reality is 1 year ahead of it.
Births: UN 2024 projection (medium): 2050 — 7.53k (+16% vs 2023), 2100 — 6.8k (+5% vs 2023); low variant for 2100: 3.03k.
Population: past UN projections. The outcome was below the projection in 5 of 12 revisions (1998–2022) and above in 7; median gap +4.3%.
The UN 1998 projection expected today's level (231k, 2023) only around 2030: reality is 7 years ahead of it.
The UN 2022 projection expected this level (231k) already around 2022: reality is 1 year behind it.
Population: UN 2024 projection (medium): 2050 — 365k (+58% vs 2023), 2100 — 534k (+131% vs 2023); low variant for 2100: 361k.
GDP growth: IMF next-year forecasts (34 editions, 2007–2023). On average the outcome was 2 pp below the forecast; below it in 94% of cases; typical error ±2.2 pp. The biggest miss was for 2022: IMF, April 2021 expected 5%, the outcome was 0.2%.
GDP growth: latest IMF forecast (IMF, April 2026): 2025 — 2.1%, 2027 — 3.9%, 2031 — 3.3%.
Inflation: IMF next-year forecasts (36 editions, 2007–2024). On average the outcome was 3.9 pp above the forecast; below it in 11% of cases; typical error ±5 pp. The biggest miss was for 2008: IMF, April 2007 expected 11.4%, the outcome was 32%.
Inflation: latest IMF forecast (IMF, April 2026): 2026 — 9.6%, 2028 — 6%, 2031 — 5%.
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
212k
231k
+9%
UN 2000
2023
23 years
202k
231k
+14.4%
UN 2002
2023
21 years
245k
231k
−5.8%
UN 2004
2023
19 years
219k
231k
+5.6%
UN 2006
2023
17 years
208k
231k
+10.8%
UN 2008
2023
15 years
208k
231k
+10.8%
UN 2010
2023
13 years
210k
231k
+9.9%
UN 2012
2023
11 years
242k
231k
−4.5%
UN 2015
2023
8 years
224k
231k
+3.1%
UN 2017
2023
6 years
232k
231k
−0.6%
UN 2019
2023
4 years
232k
231k
−0.5%
UN 2022
2023
1 year
232k
231k
−0.4%
Births
births per year
Actual
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 2002
2015–2020
16 years
5.37k
6.34k
+18.2%
UN 2004
2015–2020
14 years
5.05k
6.34k
+25.5%
UN 2006
2015–2020
12 years
5.09k
6.34k
+24.7%
UN 2008
2015–2020
10 years
5.09k
6.34k
+24.7%
UN 2010
2015–2020
8 years
5.27k
6.34k
+20.3%
UN 2012
2015–2020
6 years
6.57k
6.34k
−3.4%
UN 2015
2015–2020
2 years
6.45k
6.34k
−1.7%
UN 2017
2015–2020
0 years
6.84k
6.34k
−7.3%
UN 2022
2023
1 year
6.45k
6.51k
+0.9%
Total fertility rate
children per woman
Actual
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 2002
2015–2020
16 years
2.83
4.05
+43%
UN 2004
2015–2020
14 years
2.91
4.05
+39.2%
UN 2006
2015–2020
12 years
3.10
4.05
+30.6%
UN 2008
2015–2020
10 years
3.10
4.05
+30.6%
UN 2010
2015–2020
8 years
3.18
4.05
+27.4%
UN 2012
2015–2020
6 years
3.79
4.05
+6.7%
UN 2015
2015–2020
2 years
4.36
4.05
−7.1%
UN 2017
2015–2020
0 years
4.36
4.05
−7.2%
UN 2022
2023
1 year
3.68
3.64
−1%
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
−2 pp
2.2 pp
94%
Inflation
36
+3.9 pp
5 pp
11%
Unemployment rate
13
+0.7 pp
0.9 pp
23%
Government gross debt
28
+13.1 pp
17.6 pp
21%
All indicators
Demography
Population
231k persons, 1 July latest value, 2023
Population on 1 July. UN estimate to 2023, medium variant from 2024; past UN revisions for forecast checks.