Extracting Policy Positions from Political Texts Using words as Data

We present a new way of extracting policy positions from political texts that treats texts not as discourses to be understood and interpreted but rather, as data in the form of words. We compare this approach to previous methods of text analysis and use it to replicate published estimates of the policy positions of political parties in Britain and Ireland, on both economic and social policy dimensions. We “export” the method to a non-English-language environment, analyzing the policy positions of German parties, including the PDS as it entered the former West German party system. Finally, we extend its application beyond the analysis of party manifestos, to the estimation of political positions from legislative speeches. Our “language-blind” word scoring technique successfully replicates published policy estimates without the substantial costs of time and labor that these require. Furthermore, unlike in any previous method for extracting policy positions from political texts, we provide uncertainty measures for our estimates, allowing analysts to make informed judgments of the extent to which differences between two estimated policy positions can be viewed as significant or merely as products of measurement error.

Equalising opportunities for women in electoral politics in Ireland: The Views of Women Members of Parliament

This paper examines the attitudes of women political elites in Ireland toward positive action initiatives that would assist in increasing women's legislative presence. An earlier study isolated family responsibilities and lack of finance as significant barriers for Irish women wishing to enter, and stay in, political life. In addition, scholarly and policy debates on boosting women's parliamentary representation focus on manipulating electoral or party selection rules along with strategies for making a political career more compatible with women's socially determined responsibilities. This paper examines how Irish women politicians respond to various suggestions for positive action in these three arenas: combining legislative and family responsibilities, funding a political campaign and getting elected. The paper highlights the broad consensus among women politicians, irrespective of party, self-interest, or length of service, favoring certain positive action initiatives, as well as their reluctance to support other options. It also illustrates the complexity of implementing some of these reforms. In addition, the paper emphasizes how cultural expectations and values act to inhibit women's political agency.

Understanding and negotiating identity: Children from cross-community families in public care in Northern Ireland.

In Northern Ireland, most research on the impact upon children of living through the 'troubles' and in a divided society has assumed that children are from either the Catholic or Protestant community. There has been very little researchwith children from cross-community families who have one parent from a Catholic background and one from a Protestant background. it is know, however, that these children are over-represented in the public care system in Northern Ireland. The study reported in this paper addresses this gap in knowledge by exploring the experiences and views of children from cross-community families who are in public care in northern Ireland. The study has key messages for the development of services for looked after children from cross-community families, if these are to be delivered in accordance with legislative duties in Northern Ireland and in an anti-sectarian manner.

Teenagers Telling Sectarian Stories

The purpose of this article is to examine the socially constructed nature of the story telling process by drawing on an example from one locality in Northern Ireland. The research draws on focus group interviews with teenagers from polarized working-class communities in North Belfast. The overall locality is divided into Catholic and Protestant areas and a recurring feature of the data is the tendency for each group to define themselves in opposition to the other. Throughout the focus group interviews, the teenagers produced four types of stories and the article assesses the relevance of each type to producing, reproducing or challenging sectarian divisions. The first three groups of stories, First-hand stories, Second-hand stories and Collective stories reflect individual and group attitudes to distinctions between ‘us’ and ‘them’ while the fourth, Alternative stories, questions the homogeneity of the in-group and the immutability of these divisions. These stories verbalize the internal recollections of both individuals and groups and rely on real and imagined memories. The thrust of the article illustrates the ways in which sectarian identities are constructed, shaped and diluted through these narrative encounters.