Using natural language processing technology for qualitative data analysis

Social researchers often apply qualitative research methods to study groups and their communications artifacts. The use of computer-mediated communications has dramatically increased the volume of text available, but coding such text requires considerable manual effort. We discuss how systems that process text in human languages (i.e. natural language processing [NLP]) might partially automate content analysis by extracting theoretical evidence. We present a case study of the use of NLP for qualitative analysis in which the NLP rules showed good performance on a number of codes. With the current level of performance, use of an NLP system could reduce the amount of text to be examined by a human coder by an order of magnitude or more, potentially increasing the speed of coding by a comparable degree. The paper is significant as it is one of the first to demonstrate the use of high-level NLP techniques for qualitative data analysis.     

The influence of dual‐identity development on the psychosocial functioning of African‐American gay and bisexual men

To examine the influence of racial‐ethnic and sexual identity development on the psychosocial functioning of African‐American gay and bisexual men (AAGBM), 174 AAGBM completed questionnaire packets designed to assess their levels of racial‐ethnic and sexual identity development, self‐esteem, social support, male gender role stress, HIV prevention self‐efficacy, psychological distress, and life satisfaction. The results indicate that AAGBM who possess more positive (i.e., integrated) seif‐identification as being African American and gay reported higher levels of self‐esteem, HIV prevention self‐efficacy, stronger social support networks, greater levels of life satisfaction, and lower levels of male gender role and psychological distress than their counterparts who reported less positive (i.e., less well integrated) African‐American and gay identity development. Although higher levels of racial‐ethnic identity development were associated with greater levels of life satisfaction, sexual identity development was not.     

Personality Typologies for Conservative Christians in Intensive Marital Therapy

In our study we used a two-step cluster analytic approach to identify personality typologies for conservative Christians seen in intensive marital therapy (N = 207). Sixteen Personality Factor Fifth Edition results revealed significant personality differences based on gender as well as five significantly different personality clusters: (1) abstract, deferential, trusting, and tolerates disorder; (2) reactive and deferential; (3) reserved, abstract, serious, grounded, traditional, and self-reliant; (4) grounded; and (5) socially bold, abstracted, forthright, and open to change. Conclusions are drawn related to how these results compare with other personality studies in the literature and how these differing personality types might fit together in Christian marriage dyads.     

Chinese Parenting Behaviors,Adolescent School Adjustment,and Problem Behavior

The present research examined the relationship between supportive and controlling dimensions of parenting behaviors and Chinese adolescent outcomes (school adjustment and problem behavior). Researchers collected self-report data from 589 adolescents in Hangzhou, China. Results showed the factor structure for the Parent Behavior Measure in the Chinese sample was different from the factor structure based on Western research. Specifically, paternal support did not emerge as a viable factor. Parental monitoring and involvement predicted positive adolescent outcomes, whereas punitiveness and permissiveness predicted negative outcomes. Surprisingly, maternal support predicted more adolescent problem behavior, especially for boys. Guilt induction, love withdrawal, and positive induction did not predict any significant adolescent outcomes when other parenting behaviors were controlled. School adjustment mediated and gender moderated the relationship between parenting and adolescent problem behavior. The importance of considering parenting behaviors, adolescent school adjustment, gender, and cultural norms when examining adolescent problem behavior was discussed.     

Political constructions of a cross-community identity in a divided society: how politicians articulate Northern Irishness

ABSTRACT

A shared identity has been shown to reduce prejudice between conflicting social groups. One such common national category is the ‘Northern Irish’ identity which can be inclusive of both Catholics and Protestants. This study analyses the plenary sessions of the Northern Ireland Assembly to show how the national category ‘Northern Irish’ is framed by politicians. Content analysis shows that it is used more often by centrist parties who tend to frame it positively and as part of their political viewpoint. There is also evidence of the instrumental use of this identity by unionists in line with the ingroup projection model.     

Gender and geographic differences in Medicare service utilization during the last six months of life

ABSTRACT

End-of-life issues are important for senior women, particularly rural women, who are more likely than their urban counterparts to live alone. The role of residence as a factor for health-care utilization among Medicare beneficiaries during the last six months of life has yet to be investigated. The purpose of this study is to examine whether service utilization in the last six months of life differs across gender and rurality. The sample was restricted to fee-for-service Medicare beneficiaries who died between July 1, 2013, and December 31, 2013 (n = 39,508). The odds of rural beneficiaries using home health (aOR 0.87; 95% CI 0.81–0.93) and/or hospice (aOR 0.82; 95% CI 0.77–0.87) in the last six months of life were lower than urban beneficiaries. Female beneficiaries were more likely to use support services such as hospice (aOR 1.24; 95% CI 1.18–1.29) and/or home health services (aOR 1.07; 95% CI 1.02–1.13) than male beneficiaries. The odds of female beneficiaries using inpatient (aOR 1.14; 95% CI 1.08–1.20) and/or outpatient (aOR 1.06; 95% CI 1.01–1.12) were higher than male beneficiaries. This research is important as we examine the range of health services used during the last six months of life, by gender and rurality. Future research is needed to understand how access to health services, residential isolation, and age- and disease-related factors relate to women’s observed greater use of inpatient, outpatient, hospice, and home health services in the last six months of life.     

The localist turn in British politics and its critics

Localism has become a central feature of British political debate in recent years. This article traces the emergence and development of localism within all the three major UK parties – Conservatives, Labour and the Liberal Democrats – and seeks to explain why this transformation has taken place. Localism involves a radical ideological critique of the central state and seeks to replace it with more local forms of political organisation. In particular, this article distinguishes between ‘liberal’ and ‘communitarian’ forms of localism. Finally, this article evaluates the strength of localist claims to both empower individuals and allow for the expression of communal identity, concluding that there are fundamental flaws in localist arguments which allow for the re-emergence of the central state as a key actor.