# Researchers in R&D (per million people) — GTM
> Latest: 1.45 (2023). Change: -67.2% vs 2022.
- Frequency: Annual · Coverage: 2005–2023
- Data updated: 2026-10-08
- Source: World Bank — SP.POP.SCIE.RD.P6 — https://data.worldbank.org/indicator/SP.POP.SCIE.RD.P6
- License: CC BY 4.0
- Interactive chart: https://econdash.org/chart/wdi-sp-pop-scie-rd-p6/GTM
## Recent values
| Year | Value |
| :--- | :--- |
| 2019 | 14.96 |
| 2020 | 17.30 |
| 2021 | 14.53 |
| 2022 | 4.40 |
| 2023 | 1.45 |
## How to cite
APA: World Bank. (2023). Researchers in R&D (per million people) — GTM [Data set]. Retrieved November 13, 2026, from EconDash: https://econdash.org/chart/wdi-sp-pop-scie-rd-p6/GTM. Original source: https://data.worldbank.org/indicator/SP.POP.SCIE.RD.P6
## Full data
Full time series: https://econdash.org/docs/agent-payments (free API trial for core indicators of 10 major economies; otherwise an API key or pay per call)