Abstract
IPUMS integrates census microdata from around the world into one consistent database, harmonizing variable codes across countries over a 60 year period. The variables in the files provided by National Statistical Offices utilize a wide variety of classification schemes. To enable comparative research requires coping with this empirical reality of pre-classified microdata. The aim is to impose order while minimizing loss of detail. This paper describes the general principles IPUMS follows in the harmonization process. It discusses the challenge of applying international standards to demographic data produced over a long period of time by dozens of statistical offices. The preferred strategy involves the use of composite codes in which leading digits for a variable apply generally across countries and trailing digits retain details not universally available. That approach is not always viable, however, and the paper describes a number of other strategies to cope with the variety of challenges posed by international population data harmonization.
| Original language | English (US) |
|---|---|
| Title of host publication | Advanced Studies in Classification and Data Science, IFCS 2017 |
| Editors | Tadashi Imaizumi, Akinori Okada, Sadaaki Miyamoto, Fumitake Sakaori, Yoshiro Yamamoto, Maurizio Vichi |
| Publisher | Springer Science and Business Media Deutschland GmbH |
| Pages | 495-511 |
| Number of pages | 17 |
| ISBN (Print) | 9789811533105 |
| DOIs | |
| State | Published - 2020 |
| Event | Biennial Conference of the International Federation of Classification Societies, IFCS 2017 - Tokyo, Japan Duration: Aug 8 2017 → Aug 10 2017 |
Publication series
| Name | Studies in Classification, Data Analysis, and Knowledge Organization |
|---|---|
| ISSN (Print) | 1431-8814 |
| ISSN (Electronic) | 2198-3321 |
Conference
| Conference | Biennial Conference of the International Federation of Classification Societies, IFCS 2017 |
|---|---|
| Country/Territory | Japan |
| City | Tokyo |
| Period | 8/8/17 → 8/10/17 |
Bibliographical note
Publisher Copyright:© Springer Nature Singapore Pte Ltd 2020.
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