Searching for Nineteenth-Century Farm Tenants: An Evaluation of Methods

Abstract

In tandem with a recent surge in interest in lynching in the United States in the late 19th and early 20th centuries, researchers in a number of fields have begun to use lynching data in new ways for a wide range of empirical investigations. A limited number of historical national lynching data series are available, have well-known flaws, and are nonetheless used. This article analyzes and compares these series, summarizes recent efforts to address their shortcomings, and identifies extensions that could aid in the construction a national database of confirmed lynching victims, whose broader applications are just beginning to be explored.     

Linking the 1940 U.S. Census with modern data

Abstract

The U.S. Census Bureau has created a set of linkable census, survey, and administrative records that provides longitudinal data on the American population across the past eight decades. While these files include modern decennial censuses, Census Bureau surveys, and administrative records files from other federal agencies, the long time span is only possible with the addition of the complete count 1940 Census microdata. In this paper, we discuss the development of this linked data infrastructure and provide an overview of the record linkage techniques used. We primarily focus on the techniques used to produce a beta version of a linkable 1940 Census microdata file and discuss the potential to further document and extend the infrastructure.     

Record linkage in the Cape of Good Hope Panel*

Abstract

In this article, we describe the record linkage procedure to create a panel from Cape Colony census returns, or opgaafrolle, for 1787–1828, a dataset of 42,354 household-level observations. Based on a subset of manually linked records, we first evaluate statistical models and deterministic algorithms to best identify and match households over time. By using household-level characteristics in the linking process and near-annual data, we are able to create high-quality links for 84% of the dataset. We compare basic analyses on the linked panel dataset to the original cross-sectional data, evaluate the feasibility of the strategy when linking to supplementary sources, and discuss the scalability of our approach to the full Cape panel.