Data Analysis

Leveraging big data to improve global health care quality

Faculty Member: Margaret Kruk

The major goals of the research group in Quality and Responsiveness of Global Health Systems are to develop novel metrics of health system quality in low- and middle-income countries and to investigate the determinants and consequences of poor quality to inform quality improvement interventions. We work with publicly available secondary data, such as Service Provision Assessment (SPA) surveys, and are currently undertaking a major analysis to identify more efficient metrics for health facility quality in low-and middle-income countries.

Project Title: The Abolition of Capital Punishment in Austria, 1770‐1970

Faculty Member: Alison Frank Johnson

Faculty member has collected from archives in Austria hundreds of decisions in death penalty cases made by the Habsburg Emperor. These decisions reveal the crime, information about the convict, rates of execution, and substitute punishments. Faculty member needs help organizing the data to allow quantitative analysis.

The Origins of State Capacity in China

Faculty Member: Professor Yuhua Wang

This project examines the historical origins of state capacity at the sub-national level in China. Using historical, quantitative data, investigate the impact of war, crops, and the imperial civil service exam system on contemporary China's local state capacity.

Description of RA Duties: Responsibilities primarily include collecting data from Chinese sources, such as gazetteers. Some simple data analysis might be involved as well.

State Legislative Responses to Demographic Change

The project is a longitudinal study of state legislative responses to demographic change. In particular we are interested in the relationship between growth in a state's minority population and efforts to restrict voting rights. Our empirical scope includes legislative efforts in every U.S. state, from 2000-2012 .  The scholar is responsible for collecting and coding data on state legislative activity regarding voting rights.  We are trying to determine to what extent state efforts to restrict voting rights--e.g.

China Biographical Database Project

Faculty Member: Peter Bol

Description: This research project consists of prosopographical, social network, and spatial analysis.  We are in interested in how Chinese social and political elites interact from the 7th through the 19th century.  Students are responsible for research on items (such as historical placenames) used for coding data, some database management, research on historical bureaucratic titles.  A reading knowledge of Chinese is required.

Building a Corpus of Spontaneous Speech in Tsez

We plan to create a corpus of spontaneous speech in Tsez, an endangered language of the Caucasus spoken by about 6,000 people, and three endangered Mayan languages. The project will involve collecting, transcribing and annotating the data in such a way that they could be used by other researchers. We will then compare these languages to spoken production from several heritage languages (Russian, Chinese, Avar, Spanish, and Mam) whose corpora will also be transcribed and annotated.

A Stylometric Analysis of Phillip Wright's "The Tariff on Animal and Vegetable Oils"

This research project is a continuing project of the stylometric analysis of Phillip Wright's Appendix B from his book, "The Tariff on Animal and Vegetable Oils", which outlined the method of instrumental variable regression. A number of letters between Phillip and Sewall Wright contain the development of IV regression. This project requires deciphering the statistical work in their letters.

State Responses to Immigration Regulation

Why do states vary in their approaches towards the regulation of immigration?  In this research project, we will map and explain cross-national variation in the way receiving states attempt to regulate immigration flows in contemporary times. Using statistical and qualitative case analysis, we plant to consider a range of explanatory factors including (a) interest groups; (b) partisan politics; (c) market factors and (d) legal and political institutions.