Social and Behavioral Sciences Commons^™

Humans In The Loop: Incorporating Expert And Crowd-Sourced Knowledge For Predictions Using Survey Data, Anna Filippova, Connor Gilroy, Ridhi Kashyap, Antje Kirchner, Allison C. Morgan, Kivan Polimis, Adaner Usmani, Tong Wang

Department of Sociology: Faculty Publications

Survey data sets are often wider than they are long. This high ratio of variables to observations raises concerns about overfitting during prediction, making informed variable selection important. Recent applications in computer science have sought to incorporate human knowledge into machine-learning methods to address these problems. The authors implement such a “human-in-the-loop” approach in the Fragile Families Challenge. The authors use surveys to elicit knowledge from experts and laypeople about the importance of different variables to different outcomes. This strategy offers the option to subset the data before prediction or to incorporate human knowledge as scores in prediction models, or …

Media Exposure And Community Perception Of Alcoholism Among Female Adolescents In South-West Nigeria, Rowland Edet, Julianah Babajide

Department of Sociology: Faculty Publications

Purpose - The purpose of this paper is to investigate the influence of alcohol adverts on female adolescents as well as the perception of the community on alcohol consumption among female adolescents. The authors analyzed respondents’ opinions towards media portrayal of alcoholic beverages. Design/

Methodology/ Approach - The study adopted a descriptive cross-sectional survey. The methodology based upon semi-structured questionnaire among 500 female adolescents and a qualitative methodology using in-depth interviews with parents and alcoholic beverage sellers.

Findings - The study reveals that television was the major source of information on alcoholic beverages among female adolescents in both rural (36.4%) …

A Qualitative Study Of Changes In The Traditional Roles Of Housewives In Ibadan, Southwest Nigeria, Rowland Edet, Julianah Babajide, Oluwayimika Ekundina

Department of Sociology: Faculty Publications

Although hinged on the principles of patriarchy, the Nigerian society has witnessed appreciable changes in the roles of women. This change is noticed in marriage particularly among married women or housewives. Thus, the phenomenon of full housewife is gradually fading away due to the joint influence of westernization, globalization, and modernization. Thus, this study delved into interrogating the various changes that have taken place in the traditional roles of housewives in selected locations in Ibadan. This study utilized a purely qualitative method of research because the subject matter focuses on making sense of meanings people attach to gender, gender roles, …

Disability And The Immigrant Health Paradox: Gender And Timing Of Migration, Marc A. Garcia, Adriana M. Reyes, Sunshine Rote

Department of Sociology: Faculty Publications

Although research has documented better health and longer life expectancy among the foreign-born relative to their U.S.-born counterparts, the U.S. Mexican-origin immigrant population is diverse and the healthy immigrant effect likely varies by key structural and demographic factors such as gender, migration history, and duration in the United States. Using a life course framework, we use data from the Hispanic Established Populations for the Epidemiologic Study of the Elderly (H-EPESE 1993–2013) which includes Mexican-American individuals aged 65 and older to assess the heterogeneity in the immigrant health advantage by age of migration and gender. We find that age of migration …

Gender And Age Of Migration Differences In Mortality Among Older Mexican Americans, Adriana M. Reyes, Marc A. Garcia

Department of Sociology: Faculty Publications

Objectives: Using a gendered life course perspective, we examine whether the relationship between age of migration and mortality is moderated by gender among a cohort of older Mexican-Americans.

Methods: Data from the Hispanic Established Populations for the Epidemiological Study of the Elderly and recently matched mortality data are used to estimate Cox proportional hazard models.

Results: Our findings indicate the relationship between age of migration and mortality is moderated by gender suggesting a more nuanced perspective of the immigrant mortality paradox. Among men, midlife migrants exhibit an 18 percent lower risk of mortality compared to their U.S.-born …

Effects Of Stem And Response Order On Response Patterns In Satisfaction Ratings, Jolene D. Smyth, Glenn D. Israel, Milton G. Newberry Iii, Richard G. Hull

Department of Sociology: Faculty Publications

Considerable research has examined the effect of response option order in ordinal bipolar questions such as satisfaction questions. However, no research we know of has examined the effect of the order of presentation of concepts in the question stem or whether stem order moderates response option order. In this article, we experimentally test the main and interaction effects of both stem and response option order for items in self-administered surveys on response distributions and answer changes in eight satisfied/dissatisfied questions. We find consistent evidence that response option order impacts answers. We also find that the order of “satisfied” or “dissatisfied” …

A Red-State View Of Religious Liberty And Nondiscrimination Protection For Lgbt People, Kelsy Burke, Emily Kazyak

Department of Sociology: Faculty Publications

Despite the legalization of same-sex marriage in 2015, two issues remain contentious in national debates about LGBT rights: employment non-discrimination and religious liberty. About half of all states in the U.S. offer protection against workplace discrimination on the basis of sexual orientation and gender identity. Twenty-one states have religious exemption laws that offer protection for people to refuse services based on their religious beliefs. Debates about such religious exemption laws as they relate to LGBT discrimination have become increasingly common. For instance, a Mississippi law (HB 1523)—passed in April 2016 and implemented in October 2017 after a series of court …

Childhood Misfortune And Handgrip Strength Among Black, White, And Hispanic Americans, Natalie R. Smith, Kenneth F. Ferraro, Blakelee R. Kemp, Patricia M. Morton, Sarah A. Mustillo, Jacqueline L. Angel

Department of Sociology: Faculty Publications

Objective: Although early-life insults may affect health, few studies use objective physical measures of adult health. This study investigated whether experiencing misfortune during childhood is associated with handgrip strength (HGS) in later life.

Method: Data on childhood misfortune and adult characteristics from the Health and Retirement Study were used to predict baseline and longitudinal change in HGS among White, Black, and Hispanic American men and women.

Results: Regression analyses revealed that multiple indicators of childhood misfortune were related to HGS at baseline, but the relationships were distinct for men and women. Over the study, having one childhood impairment predicted steeper …

Culture And The Development Of Traditional Medicine In Africa, Rowland Edet, Oyedolapo Isaac Bello, Julianah Babajide

Department of Sociology: Faculty Publications

Traditional medicine has been the dominant healthcare system in Africa before westernization, civilization and colonialism. For people living in the rural areas, traditional medicine is easily available, accessible and affordable. The purpose of this paper is to examine how the cultural way of the life of Africans has contributed to the emergence and development of traditional therapeutic systems in the continent. By explaining the way Africans perceive illness and disease, this paper argues that various forms of healing were predicated on the sociocultural environment of the people. The paper therefore opts for concerted efforts in the development of traditional medicine …