Paraguay's researchers in R&D (per million people) was 138.79 in 2023, the latest year in the World Bank's World Development Indicators. That is down 8.85% from 152.28 in 2018 (1.84% a year on average, compounded).
Key figures
| Value | Year | |
|---|---|---|
| Latest | 138.79 | 2023 |
| Five years earlier | 152.28 | 2018 |
| Highest | 199.87 | 2015 |
| Lowest | 54.9 | 2011 |
| Average since 2014 | 152.39 | 2014–2023 |
| First recorded | 93.42 | 2001 |
Over five years it is down 8.85% from 152.28 in 2018 (1.84% a year on average, compounded). Since 2001 it is up 48.57% from 93.42 in 2001 (1.82% a year on average, compounded). The World Bank has no value for 5 of the years in between; the chart leaves those gaps open rather than joining across them.
What the numbers say
In 2023, Paraguay's researchers in R&D (per million people) rose 5.6 on 2022 (from 133.2 to 138.79).
Across the 13 yearly changes before that (2002 to 2022), the average change was +6.17 and a typical year strayed about 44.47 from that (the standard deviation). This year's change was 0.0 standard deviations below that average, so it was an ordinary year: it sits within the range of normal year-to-year movement.
On record, the biggest yearly rise was 129.74 in 2012 and the biggest yearly fall was 67.56 in 2016. The numbers show how large and when, not why; for the cause, look at what happened in that country in those years.
From 2014 to 2023 the straight-line trend is downward, about 4.05 a year. A straight line explains 34% of the movement over 10 observed years.
Worked out from the yearly values above. How the checks work: standard deviation, z-scores and straight-line trends.
How it compares
In 2023, Paraguay had the 41st highest value of the 43 economies reporting that year. Higher is not always better: for some indicators the lowest value is the one to aim for. See the full ranking.
| Value | Year | |
|---|---|---|
| Paraguay | 138.79 | 2023 |
| Upper middle income | 1,476 | 2021 |
Closest to Paraguay in the 2023 ranking
- Costa Rica — 38th of 43: 507.76
- Pakistan — 39th of 43: 473.72
- Venezuela, RB — 40th of 43: 179.96
- Myanmar — 42nd of 43: 28.01
- Guatemala — 43rd of 43: 1.45
What this measures
The number of researchers engaged in Research &Development (R&D), expressed as per million. Researchers are professionals who conduct research and improve or develop concepts, theories, models techniques instrumentation, software of operational methods. R&D covers basic research, applied research, and experimental development.
Limitations: Estimates of the resources allocated to R&D are affected by national characteristics such as the periodicity and coverage of national R&D surveys across institutional sectors and industries; and the use of different sampling and estimation methods. R&D typically involves a few large performers, hence R&D surveys use various techniques to maintain up-to-date registers of known performers, while attempting to identify new or occasional performers.
Regional and income-group figures are computed by the World Bank as a weighted average.
All 18 values
| Year | Researchers in R&D (per million people) |
|---|---|
| 2023 | 138.79 |
| 2022 | 133.2 |
| 2021 | 142.73 |
| 2020 | 141.19 |
| 2019 | 169.36 |
| 2018 | 152.28 |
| 2017 | 147.44 |
| 2016 | 132.31 |
| 2015 | 199.87 |
| 2014 | 166.71 |
| 2013 |
Researchers in R&D (per million people) in nearby economies
- Argentina — 1,313 (2023)
- Bolivia — 63.06 (2021)
- Chile — 707.06 (2022)
- Costa Rica — 507.76 (2023)
- Guatemala — 1.45 (2023)
- Mexico — 438.25 (2024)
- Panama — 250.47 (2024)
- Uruguay — 937.57 (2024)
- Venezuela, RB — 179.96 (2023)
More infrastructure data for Paraguay
- Fixed telephone subscriptions — 205,511 (2023)
- Fixed telephone subscriptions (per 100 people) — 3 (2023)
- Air transport, registered carrier departures worldwide — 5,926 (2023)
- Air transport, passengers carried — 407,865 (2023)
- Mobile cellular subscriptions — 8.67 million (2023)
- Mobile cellular subscriptions (per 100 people) — 126.61 (2023)
- Air transport, freight (million ton-km) — 0.91 (2023)
- ICT service exports (BoP, current US$) — US$523.96 million (2025)
- ICT service exports (% of service exports, BoP) — 14.05% (2025)
- Medium and high-tech exports (% manufactured exports)
Reading data like this
Questions people ask
- What is Paraguay's researchers in R&D (per million people)?
- 138.79 in 2023, according to the World Bank (World Development Indicators).
- How has it changed since 2001?
- It is up 48.57% from 93.42 in 2001 (1.82% a year on average, compounded). The highest value was 199.87 in 2015 and the lowest 54.9 in 2011.
- How does Paraguay rank?
- 41st highest of 43 economies with data for 2023.
- Is the latest change in researchers in R&D (per million people) unusual for Paraguay?
- In 2023, Paraguay's researchers in R&D (per million people) rose 5.6 on 2022 (from 133.2 to 138.79). Across the 13 yearly changes before that (2002 to 2022), the average change was +6.17 and a typical year strayed about 44.47 from that (the standard deviation). This year's change was 0.0 standard deviations below that average, so it was an ordinary year: it sits within the range of normal year-to-year movement.
Source
World Bank, World Development Indicators, indicator SP.POP.SCIE.RD.P6, licensed CC BY 4.0. Original source: Stat Bulk Data Download Service, UN Educational, Scientific and Cultural Organization (UNESCO), uri: https://databrowser.uis.unesco.org/resources/bulk, publisher: UNESCO Institute for Statistics (UIS), date accessed: 2025-03-26, date published: 2025-02 Figures are fetched from the World Bank API and refreshed monthly; see the series on data.worldbank.org. The full definition and method are in the World Bank's metadata glossary. Comparisons use the same World Bank release.
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