4 papers
Performance of models for monitoring sustainable development goals from remote sensing: A three-level meta-regression
Jonas Klingwort, Nina M. Leach, Joep Burger
Machine learning (ML) is a tool to exploit remote sensing data for the monitoring and implementation of the United Nations' Sustainable Development Goals (SDGs). In this paper, we…
A meta-analysis on the performance of machine-learning based language models for sentiment analysis
Elena Rohde, Jonas Klingwort, Christian Borgs
This paper presents a meta-analysis evaluating ML performance in sentiment analysis for Twitter data. The study aims to estimate the average performance, assess heterogeneity betwe…
Effects of survey design features on response rates: a meta-analytical approach using the example of crime surveys
Jonas Klingwort, Vera Toepoel
When conducting a survey, many choices regarding survey design features have to be made. These choices affect the response rate of a survey. This paper analyzes the individual effe…
Health Estimate Differences Between Six Independent Web Surveys: Different Web Surveys, Different Results?
Rainer Schnell, Jonas Klingwort
Most general population web surveys are based on online panels maintained by commercial survey agencies. However, survey agencies differ in their panel selection and management str…