Abstract
A comprehensive and integrated framework for the analysis of data is offered and used to assess data sets on democracy. The framework first distinguishes among three challenges that are sequentially addressed: conceptualization, measurement, and aggregation. In turn, it specifies distinct tasks associated with these challenges and the standards of assessment that pertain to each task. This framework is applied to the data sets on democracy most frequently used in current statistical research, generating a systematic evaluation of these data sets. The authors’ conclusion is that constructors of democracy indices tend to be quite self-conscious about methodological issues but that even the best indices suffer…
Citation impact
1,065
total citations
- FWCI
- 111.48
- Percentile
- 100%
- References
- 68
Citations per year
Authors
2Topics & keywords
Topics
Keywords
- Conceptualization
- Democracy
- Quality (philosophy)
- Strengths and weaknesses
- Task (project management)
- Data quality
- Data science
- Political science
UN Sustainable Development Goals
- Peace, Justice and strong institutions
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