Macroscope
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Paraguay

Latin America and the Caribbean

All indicators of the Macroscope base for Paraguay, with sources. Below: what past UN and IMF releases projected and what actually happened.

Population
6.84M
persons, 1 July, 2023
Births
137k
births per year, 2023
Total fertility rate
2.42
children per woman, 2023
Internet users
81.6
% of population, 2024
Mobile cellular subscriptions
126.6
per 100 people, 2023
GDP per capita, PPP
17,246
constant 2021 international $, 2025
Urban population
70.4
% of population, 2025

What the data shows

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): 6.49 in 1950 → 2.42 in 2023 (−63%). The trend broke around 1991 and 2006: −0.06 → −0.11 → −0.02 a year.
  • Births: 66.9k in 1950 → 137k in 2023 (+104%). The trend broke around 1976 and 1987: +1.04k → +3.8k → −0.06k a year.
  • Population: 1.5M in 1950 → 6.84M in 2023 (×4.6). The trend broke around 1977: change sped up (+48.1k → +102k a year).
  • Internet: 0% in 1990 → 81.6% in 2024 (+82 pp). Thresholds: above 10% since 2007, above 50% since 2016. Fastest growth in 2012–2017: 29.3% → 61.1%.
  • Urban share: 35.6% in 1960 → 70.4% in 2025 (+35 pp). Threshold: above 50% since 1990. The trend broke around 1977 and 1995: +0.21 → +0.85 → +0.47 a year.
  • GDP per person (PPP): 9,961 PPP dollars in 1990 → 17,246 PPP dollars in 2025 (+73%). Low: 9,610 PPP dollars in 2002; +79% since then. The trend broke around 2005 and 2015: −9.9 → +436 → +189 a year.
  • GDP growth: on average 3.9% in the 1980s, 3.1% in the 1990s, 2.4% in the 2000s, 4.3% in the 2010s, 2.6% in the 2020s. Lowest: −3% in 1983; highest: 11.7% in 1980.
  • Inflation: on average 20.2% in the 1980s, 16.5% in the 1990s, 8.3% in the 2000s, 4.2% in the 2010s, 4.8% in the 2020s. Lowest: 1.8% in 2020; highest: 38.2% in 1990.

What changed at the same time

  • The fastest decline of "Fertility (TFR)" was in 1992–2002: 4.40 → 3.23. Over the same years: births 142k → 132k; population 4.25M → 5.26M; internet 1.8% (2002); urban share 51.8% → 58.3%; GDP per person (PPP) 9,947 PPP dollars → 9,610 PPP dollars; GDP growth 1.7% → 0%; inflation 15.1% → 10.5%.
  • Over the last 10 years (2013–2023): fertility (TFR) 2.64 → 2.42; births 134k → 137k; population 5.98M → 6.84M; internet 36.9% → 78.1%; urban share 60.2% → 69.3%; GDP per person (PPP) 13,699 PPP dollars → 15,832 PPP dollars; GDP growth 8.3% → 5.3%; inflation 2.7% → 4.6%.

How the indicators relate

  • Fertility (TFR) and internet (1990–2023, 29 years): levels are strongly related, in opposite directions (r = −0.75); year-to-year changes are related too (r = 0.55). Changes line up from year to year too, which is more than a shared trend.
  • Fertility (TFR) and urban share (1960–2023, 64 years): levels are strongly related, in opposite directions (r = −0.97); year-to-year changes show no reliable link (r = 0.09). 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 = −0.75); year-to-year changes show no reliable link (r = 0.35). 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 6 of 11 revisions (1998–2022) and above in 4; median gap −3.5%.
  • The UN 1998 projection expected today's level (2.42, 2023) only around 2031: reality is 8 years ahead of it.
  • The UN 2017 projection expected this level (2.42) already around 2018: reality is 5 years behind it.
  • Fertility (TFR): UN 2024 projection (medium): 2050 — 2.02 (−17% vs 2023), 2100 — 1.78 (−26% vs 2023); low variant for 2100: 1.28.
  • Births: past UN projections. The outcome was below the projection in 11 of 11 revisions (1998–2022) and above in none; median gap −14%.
  • The UN 2015 projection expected today's level (137k, 2023) only around 2028: reality is 5 years ahead of it.
  • The UN 2022 projection expected today's level (137k, 2023) only around 2024: reality is 1 year ahead of it.
  • Births: UN 2024 projection (medium): 2050 — 124k (−9% vs 2023), 2100 — 90k (−34% vs 2023); low variant for 2100: 34.2k.
  • Population: past UN projections. The outcome was below the projection in 12 of 12 revisions (1998–2022) and above in none; median gap −13%.
  • The UN 1998 projection expected this level (6.84M) already around 2009: reality is 14 years behind it.
  • The UN 2022 projection expected this level (6.84M) already around 2022: reality is 1 year behind it.
  • Population: UN 2024 projection (medium): 2050 — 8.64M (+26% vs 2023), 2100 — 9.05M (+32% vs 2023); low variant for 2100: 5.95M.
  • GDP growth: IMF next-year forecasts (34 editions, 2007–2023). On average the outcome was 0.8 pp below the forecast; below it in 56% of cases; typical error ±2.6 pp. The biggest miss was for 2010: IMF, April 2009 expected 1.5%, the outcome was 11.1%.
  • GDP growth: latest IMF forecast (IMF, April 2026): 2025 — 6%, 2027 — 3.5%, 2031 — 3.5%.
  • Inflation: IMF next-year forecasts (36 editions, 2007–2024). On average the outcome was 0.2 pp above the forecast; below it in 58% of cases; typical error ±2 pp. The biggest miss was for 2008: IMF, April 2007 expected 3.4%, the outcome was 10.2%.
  • Inflation: latest IMF forecast (IMF, April 2026): 2026 — 3.3%, 2028 — 3.5%, 2031 — 3.5%.

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
Paraguay: PopulationActual 2023: 6.84M4M6M8M10M12M19902000201020202030
  • 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
ReleaseTarget periodHorizonExpectedActualActual vs expected
UN 1998202325 years9.04M6.84M−24.3%
UN 2000202323 years9.04M6.84M−24.3%
UN 2002202321 years8.87M6.84M−22.9%
UN 2004202319 years8.77M6.84M−22%
UN 2006202317 years7.83M6.84M−12.6%
UN 2008202315 years7.83M6.84M−12.6%
UN 2010202313 years7.94M6.84M−13.8%
UN 2012202311 years7.95M6.84M−13.9%
UN 201520238 years7.31M6.84M−6.4%
UN 201720236 years7.31M6.84M−6.4%
UN 201920234 years7.39M6.84M−7.4%
UN 202220231 year6.86M6.84M−0.3%

Births

births per year
Paraguay: BirthsActual 2023: 137k120k140k160k180k200k220k19902000201020202030
  • 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
ReleaseTarget periodHorizonExpectedActualActual vs expected
UN 19982015–202020 years198k140k−29.3%
UN 20002015–202018 years198k140k−29.3%
UN 20022015–202016 years196k140k−28.5%
UN 20042015–202014 years188k140k−25.5%
UN 20062015–202012 years153k140k−8.6%
UN 20082015–202010 years153k140k−8.6%
UN 20102015–20208 years162k140k−13.8%
UN 20122015–20206 years165k140k−15.3%
UN 20152015–20202 years142k140k−1.4%
UN 20172015–20200 years142k140k−1.2%
UN 202220231 year137k137k−0.4%

Total fertility rate

children per woman
Paraguay: Total fertility rateActual 2023: 2.42234519902000201020202030
  • 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
ReleaseTarget periodHorizonExpectedActualActual vs expected
UN 19982015–202020 years2.992.57−14%
UN 20002015–202018 years2.992.57−14%
UN 20022015–202016 years2.992.57−14%
UN 20042015–202014 years2.912.57−11.4%
UN 20062015–202012 years2.512.57+2.4%
UN 20082015–202010 years2.512.57+2.4%
UN 20102015–20208 years2.672.57−3.5%
UN 20122015–20206 years2.722.57−5.4%
UN 20152015–20202 years2.452.57+5.3%
UN 20172015–20200 years2.452.57+5.3%
UN 202220231 year2.422.420%

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
Paraguay: Real GDP growthActual 2024: 4.7−50510152000200520102015202020252030
  • Actual (IMF)
  • WEO, April editions
IndicatorForecastsMean errorMean absolute errorActual below forecast
Real GDP growth34−0.8 pp2.6 pp56%
Inflation36+0.2 pp2 pp58%
Unemployment rate290 pp0.8 pp62%
Government gross debt28+1 pp3.9 pp39%

All indicators

Demography

Population

6.84M persons, 1 July latest value, 2023

Paraguay: Population1950: 1.5M; 2023: 6.84M02M4M6M8M10M19501975200020252050

Population on 1 July. UN estimate to 2023, medium variant from 2024; past UN revisions for forecast checks.

Source: UN DESA, World Population Prospects 2024

Births

137k births per year latest value, 2023

Paraguay: Births1950: 66.9k; 2023: 137k050k100k150k19501975200020252050

Live births per calendar year. UN WPP 2024 and national statistics (64 countries, 2015-2025).

Source: UN DESA, World Population Prospects 2024

Total fertility rate

2.42 children per woman latest value, 2023

Paraguay: Total fertility rate1950: 6.49; 2023: 2.420.002.004.006.008.0019501975200020252050

Average number of children a woman would have at the age-specific fertility rates of the year.

Source: UN DESA, World Population Prospects 2024

Life expectancy at birth, women

77 years latest value, 2023

Paraguay: Life expectancy at birth, women1950: 60.7; 2023: 7702040608010019501975200020252050

Years a newborn girl would live at the mortality rates of the year (UN).

Source: UN DESA, World Population Prospects 2024

Life expectancy at birth, men

70.9 years latest value, 2023

Paraguay: Life expectancy at birth, men1950: 55.5; 2023: 70.902040608019501975200020252050

Years a newborn boy would live at the mortality rates of the year (UN).

Source: UN DESA, World Population Prospects 2024

Median age

26.3 years latest value, 2023

Paraguay: Median age1950: 15.9; 2023: 26.301020304019501975200020252050

Age that divides the population in two halves (UN).

Source: UN DESA, World Population Prospects 2024

Mean age of mothers at childbirth

27.7 years latest value, 2023

Paraguay: Mean age of mothers at childbirth1950: 30; 2023: 27.701020304019501975200020252050

Mean age of mothers at the birth of their children of any order (UN).

Source: UN DESA, World Population Prospects 2024

Sex ratio at birth

105 boys per 100 girls latest value, 2023

Paraguay: Sex ratio at birth1950: 105; 2023: 10505010015019501975200020252050

Boys born per 100 girls born (UN).

Source: UN DESA, World Population Prospects 2024

Net migration

−12.5k persons per year latest value, 2023

Paraguay: Net migration1950: −16.3k; 2023: −12.5k−50k−40k−30k−20k−10k019501975200020252050

Immigrants minus emigrants per year (UN estimate and projection).

Source: UN DESA, World Population Prospects 2024

Old-age dependency

11 persons 65+ per 100 aged 20-64 latest value, 2020

Paraguay: Old-age dependency1950: 9.2; 2020: 11051015202519501975200020252050

Persons aged 65+ per 100 aged 20-64, every five years (UN).

Source: UN DESA, World Population Prospects 2024

Digitalisation

Internet users

81.6 % of population latest value, 2024

Paraguay: Internet users1990: 0; 2024: 81.60204060801001990199520002005201020152020

Share of individuals who used the Internet in the last three months from any device. ITU data.

Source: World Bank, World Development Indicators

Mobile cellular subscriptions

126.6 per 100 people latest value, 2023

Paraguay: Mobile cellular subscriptions1960: 0; 2023: 126.60501001501960197019801990200020102020

Active mobile cellular subscriptions per 100 people; can exceed 100 when people have several SIM cards. ITU data.

Source: World Bank, World Development Indicators

Fixed broadband subscriptions

12.9 subscriptions per 100 people latest value, 2023

Paraguay: Fixed broadband subscriptions2000: 0; 2023: 12.905101520002005201020152020

Fixed subscriptions to high-speed Internet (256 kbit/s or more) per 100 people. ITU data.

Source: World Bank, World Development Indicators

Economy

GDP per capita, PPP

17,246 constant 2021 international $ latest value, 2025

Paraguay: GDP per capita, PPP1990: 9,961; 2025: 17,24605,00010,00015,00020,00019901995200020052010201520202025

Gross domestic product per person at purchasing power parity, constant 2021 international dollars (World Bank, ICP).

Source: World Bank, World Development Indicators

Real GDP growth

4.7 % per year latest value, 2024

Paraguay: Real GDP growth1980: 11.7; 2024: 4.705101519801990200020102020

Annual change of GDP at constant prices. Actual values and forecasts from IMF WEO editions.

Source: IMF World Economic Outlook, April 2026

Inflation

4.1 % per year, average latest value, 2025

Paraguay: Inflation1980: 22.5; 2025: 4.101020304019801990200020102020

Change of the annual average consumer price index (IMF WEO).

Source: IMF World Economic Outlook, April 2026

Government gross debt

38.1 % of GDP latest value, 2025

Paraguay: Government gross debt1990: 67; 2025: 38.102040608019901995200020052010201520202025

General government gross debt, percent of GDP (IMF WEO).

Source: IMF World Economic Outlook, April 2026

Unemployment rate

5.2 % of labour force latest value, 2025

Paraguay: Unemployment rate1983: 8.3; 2025: 5.202468101990200020102020

Unemployed as a share of the labour force (IMF WEO; national definitions).

Source: IMF World Economic Outlook, April 2026

GDP per capita, US dollars

7,020 current US dollars latest value, 2024

Paraguay: GDP per capita, US dollars1980: 1,344; 2024: 7,02002,0004,0006,0008,00019801990200020102020

GDP per person in current US dollars at market exchange rates (IMF WEO).

Source: IMF World Economic Outlook, April 2026

Society

Urban population

70.4 % of population latest value, 2025

Paraguay: Urban population1960: 35.6; 2025: 70.40204060801960197019801990200020102020

Share of people living in urban areas as defined by national statistical offices (World Bank, from UN World Urbanization Prospects).

Source: World Bank, World Development Indicators

Tertiary enrolment, women

44.3 % gross latest value, 2010

Paraguay: Tertiary enrolment, women1970: 3.3; 2010: 44.30102030405019701980199020002010

Women enrolled in tertiary education as a share of women in the five-year age group after secondary school; can exceed 100 (UNESCO).

Source: World Bank, World Development Indicators

Women with upper secondary education

46.4 % of women 25+ latest value, 2024

Paraguay: Women with upper secondary education1972: 5.1; 2024: 46.40102030405019801990200020102020

Share of women aged 25+ who completed at least upper secondary education (UNESCO).

Source: World Bank, World Development Indicators

Life expectancy at birth

74 years latest value, 2024

Paraguay: Life expectancy at birth1960: 60.2; 2024: 740204060801960197019801990200020102020

Life expectancy at birth, both sexes (World Bank, from UN and national statistics).

Source: World Bank, World Development Indicators

Same region: Latin America and the Caribbean