Spotlight September: A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes

Home > Spotlight September: A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes

This paper describes a method for automatically assessing the quality and completeness of nanosafety data for the purpose of risk assessment. Steps to develop the methodology for assessing data completeness and the methodology for assessing quality are presented. The methodology is tailored to physicochemical and hazard (meta) data, but can also be configured with appropriate criteria to support modeling or exposure assessment. It is based on assessing the quality and completeness of the data contained in the eNanoMapper database using the harmonized data reporting templates introduced in the NANoREG project and further developed in the GRACIOUS project. Combined with expert knowledge, this methodology can be used as a powerful data analysis tool in different contexts. To enable the practical application of the proposed methodology, it has been implemented as an online R-tool (https://shinyapps.greendecision.eu/app/gracious-data-quality) that can be connected to both databases and risk assessment software tools.

 

Original publication:

Gianpietro Basei, Hubert Rauscher, Nina Jeliazkova & Danail Hristozov (2022). A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes. Nanotoxicology, 16:2, 195-216, DOI: 10.1080/17435390.2022.2065222

Spotlight September: A methodology for the automatic evaluation of data quality and completeness of nanomaterials for risk assessment purposes

Weitere Spotlights


Spotlight September 2023: Fishing for raw materials with proteins

Spotlight September 2023: Fishing for raw materials with proteins

The so-called rare earth elements such as neodymium, dysprosium or cerium are elements that are of great importance for the energy transition; among others they serve as components of magnets in generators for electric power generation, act as luminescent materials in energy-saving lamps or as part of the car exhaust catalytic converter. The global production […]

Read more

Spotlight November 2023: Early Awareness and Action System for Advanced Materials (Early4AdMa)

Spotlight November 2023: Early Awareness and Action System for Advanced Materials (Early4AdMa)

Advanced materials hold immense potential to address global challenges such as environmental degradation, transformation of the energy sector, and development towards circularity. To harness their benefits while ensuring safety and sustainability, regulatory bodies, scientific communities, and industries have recognized the need for proactive approaches. The “Early4AdMa” system is a pre-regulatory risk governance tool for advanced […]

Read more

Spotlight October 2020: Nanosafety – Topic of the Future

Spotlight October 2020: Nanosafety – Topic of the Future

Research on nanosafety is a driver of innovation as the spotlight in July has demonstrated. But furthermore, this research field is built on routine as well if researchers look for the “needle in the haystack”. In many areas the safety research initiates the development of new methods, e.g. for the determination of nanoparticles within exposed organisms via […]

Read more

Spotlight October 2021: Nanopesticides – a proposal for a risk assessment framework

Spotlight October 2021: Nanopesticides – a proposal for a risk assessment framework

The application of so-called “nanopesticides” (see also cross-sectional text Nanomaterials in plant protection products) is said to have two basic advantages: a smaller amount of pesticide is needed for the same agricultural area and the efficacy is improved. This is necessary to grow enough food for a still growing world population. However, this could also […]

Read more

Skip to content