Repräsentativität von Subgruppen bei geschichteten Zufallsstichproben

Gabler, Siegfried; Quatember, Andreas

doi:10.1007/s11943-013-0132-3

Cited by 15 publications

(2 citation statements)

References 12 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Nowadays, the term representativity is generalized to cover regional smaller granularity, as well as in accordance with the time scale. Further details, especially for subgroup representativity, can be drawn from Gabler and Quatember ( 2013 ). In household or business surveys, the term representativity has to be seen in the context of non-response and its compensation (Schnell 2019 ).…”

Section: Data Availability and Qualitymentioning

confidence: 99%

On the role of data, statistics and decisions in a pandemic

Jahn¹,

Friedrich

Behnke

et al. 2022

AStA Adv Stat Anal

View full text Add to dashboard Cite

A pandemic poses particular challenges to decision-making because of the need to continuously adapt decisions to rapidly changing evidence and available data. For example, which countermeasures are appropriate at a particular stage of the pandemic? How can the severity of the pandemic be measured? What is the effect of vaccination in the population and which groups should be vaccinated first? The process of decision-making starts with data collection and modeling and continues to the dissemination of results and the subsequent decisions taken. The goal of this paper is to give an overview of this process and to provide recommendations for the different steps from a statistical perspective. In particular, we discuss a range of modeling techniques including mathematical, statistical and decision-analytic models along with their applications in the COVID-19 context. With this overview, we aim to foster the understanding of the goals of these modeling approaches and the specific data requirements that are essential for the interpretation of results and for successful interdisciplinary collaborations. A special focus is on the role played by data in these different models, and we incorporate into the discussion the importance of statistical literacy and of effective dissemination and communication of findings.

show abstract

Section: Data Availability and Qualitymentioning

confidence: 99%

On the role of data, statistics and decisions in a pandemic

Jahn¹,

Friedrich

Behnke

et al. 2022

AStA Adv Stat Anal

View full text Add to dashboard Cite

show abstract

“…Nowadays, the term representativity is generalized to cover regional smaller granularity, as well as in accordance with the time scale. Further details, especially for subgroup representativity, can be drawn from Gabler and Quatember (2013). In household or business surveys, the term representativity has to be seen in the context of non-response and its compensation (cf.…”

Section: Data Availability and Qualitymentioning

confidence: 99%

On the role of data, statistics and decisions in a pandemic

Jahn¹,

Friedrich²,

Behnke³

et al. 2021

Preprint

View full text Add to dashboard Cite

A pandemic poses particular challenges to decision-making with regard to the types of decisions and geographic levels ranging from regional and national to international. As decisions should be underpinned by evidence, several steps are necessary: First, data collection in terms of time dimension as well as representativity with respect to all necessary geographical levels is of particular importance. Aspects such as data quality, data availability and data relevance must be considered. These data can be used to develop statistical, mathematical and decision-analytical models enabling prediction and simulation of the consequences of interventions. We especially discuss the role of data in the different models. With respect to reporting, transparent communication to different stakeholders is crucial. This includes methodological aspects (e.g. the choice of model type and input parameters), the availability, quality and role of the data, the definition of relevant outcomes and tradeoffs and dealing with uncertainty. In order to understand the results, statistical literacy should be

show abstract

Statistical Surveys

Quatember¹

2015

Pseudo-Populations

View full text Add to dashboard Cite

Repräsentativität von Subgruppen bei geschichteten Zufallsstichproben

Cited by 15 publications

References 12 publications

On the role of data, statistics and decisions in a pandemic

On the role of data, statistics and decisions in a pandemic

On the role of data, statistics and decisions in a pandemic

Statistical Surveys

Contact Info

Product

Resources

About