On new data sources for the production of official statistics

03/15/2020
by   David Salgado, et al.
0

In the past years we have witnessed the rise of new data sources for the potential production of official statistics, which, by and large, can be classified as survey, administrative, and digital data. Apart from the differences in their generation and collection, we claim that their lack of statistical metadata, their economic value, and their lack of ownership by data holders pose several entangled challenges lurking the incorporation of new data into the routinely production of official statistics. We argue that every challenge must be duly overcome in the international community to bring new statistical products based on these sources. These challenges can be naturally classified into different entangled issues regarding access to data, statistical methodology, quality, information technologies, and management. We identify the most relevant to be necessarily tackled before new data sources can be definitively considered fully incorporated into the production of official statistics.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
07/27/2022

Challenges and Opportunities of Computational Social Science for Official Statistics

The vast amount of data produced everyday (so-called 'digital traces') a...
research
11/18/2022

Being Bayesian in the 2020s: opportunities and challenges in the practice of modern applied Bayesian statistics

Building on a strong foundation of philosophy, theory, methods and compu...
research
06/07/2023

Changing Data Sources in the Age of Machine Learning for Official Statistics

Data science has become increasingly essential for the production of off...
research
11/23/2018

Construcción de un Mapa de Vulnerabilidad Sanitaria en Argentina a partir de datos públicos

This document is intended to present in detail the processing criteria a...
research
01/29/2018

Evaluating approaches for supervised semantic labeling

Relational data sources are still one of the most popular ways to store ...
research
08/28/2023

Data fusion using weakly aligned sources

We introduce a new data fusion method that utilizes multiple data source...
research
01/19/2021

Knowledge Graph for Microdata of Statistics Netherlands

Statistics Netherlands (CBS) hosted a huge amount of data not only on th...

Please sign up or login with your details

Forgot password? Click here to reset