Supplementing a survey with respondent Twitter data to measure e-cigarette information exposure

ABSTRACT

Social media data are increasingly used by researchers to gain insights on individuals’ behaviors and opinions. Platforms like Twitter provide access to individuals’ postings, networks of friends and followers, and the content to which they are exposed. This article presents the methods and results of an exploratory study to supplement survey data with respondents’ Twitter postings, networks of Twitter friends and followers, and information to which they were exposed about e-cigarettes. Twitter use is important to consider in e-cigarette research and other topics influenced by online information sharing and exposure. Further, Twitter metadata provide direct measures of user’s friends and followers as opposed to survey self-reports. We find that Twitter metadata provide similar information to survey questions on Twitter network size without inducing recall error or other measurement issues. Using sentiment coding and machine learning methods, we find Twitter can elucidate on topics difficult to measure via surveys such as online expressed opinions and network composition. We present and discuss models predicting whether respondents’ tweet positively about e-cigarettes using survey and Twitter data, finding the combined data to provide broader measures than either source alone.     

What's wrong is right: A response to the state of the discipline

In the June issue ofSociological Forum, several authors addressed the question, What's Wrong with Sociology. Answers included increased fragmentation of the discipline, and the lack of an identifiable cumulative core of sociological knowledge. This paper examines many of the claims made by the contributors to the June 1994Sociological Forum, reframes their arguments, and by placing debates regarding the problems in sociology in a broader perspective, identifies many of the recent advances made by the discipline. Focusing on such notable contributions to the field as feminist and postmodern scholarship, we locate the positive side of multiple perspective research.Feminist Scholars in Sociology is a collective of researchers and teachers at the University of Colorado interested in exploring and sharing feminist theory and methodology.     

Do females necessarily have the same occupational status scores as males? A conceptual and empirical examination of the Duncan Socioeconomic Status Index and Nam-Powers Occupational Status Scores

Social Science researchers have advanced important yet somewhat contradictory conclusions regarding the different economic and occupational reward structures faced by men and women. Income and wage differences between men and women have been shown to be sizable and persistent throughout the occupational hierarchy. Conversely, gender differences in occupational status, commonly scaled by the Duncan Socioeconomic Index, have been shown to be small or nonexistent in most studies. In an attempt to investigate this incongruity, the present study undertakes a comparison of the Duncan SEI and the Nam-Powers Occupational Status Scores in an empirical study of the occupational position of white men and women in 65 large standard metropolitan statistical areas (SMSAs) in 1970. While the findings of earlier studies showing no gender differences in occupational status are for the most part replicated using the Duncan SEI, use of the Nam-Powers scores prompts a much different conclusion. Large status differences between men and women are indicated using this latter scale, differences which are very much in line with income differences commonly cited. We suggest that the Nam-Powers metric should be used instead of the Duncan SEI in studies of occupational status of women and men.     

Conflicting contexts: Midwives’ interpretation of childbirth through photo elicitation

IntroductionThis study seeks to explore midwives’ perceptions about childbirth and in particular their beliefs about normality and risk. In the current climate of increasing interventions during labour, it is important to understand the thought processes that impact on midwifery care in order to examine whether these beliefs influence midwifery clinical decision-making.Method12 Midwives who worked in a variety of metropolitan hospitals in Sydney, Australia were interviewed about how they care for women during labour. The study utilised an inductive qualitative design using photo elicitation during the interview process.ResultsSix themes emerged from the data that clearly indicated midwives felt challenged by working in a system dominated by an obstetric model of care that undermined midwifery autonomy in maintaining normal birth. These themes were: desiring normal, scanning the environment, constructing the context, navigating the way, relinquishing desire and reflecting on reality. Most midwives felt they were unable to practice in the manner they were philosophically aligned to, that is, promoting normal birth, as the medical model restricted their practice.DiscussionThe polarised views of childbirth held by midwives and obstetricians do little to enhance normal birth outcomes. Midwives in this study expressed frustration that they were unable to practice midwifery in a way that reflected their belief in normal birth. This, they cite is a result of the oppressive obstetric model prevalent in maternity care facilities in Sydney and the over use of technological interventions during childbirth.     

Inside stories: Maternal representations of first time mothers from pre-pregnancy to early pregnancy

BackgroundAccording to the psychoanalytical literature, it is during pregnancy that maternal representations of the mother–infant relationship become activated. Midwives who are engaged with the mother and the baby have not drawn upon this concept in their practice. In order for this to happen, it is important to understand better the nature of maternal representations and when they are activated from empirical studies.QuestionThe research question is: what are the maternal representations of a group of first time mothers from pre-pregnancy, early pregnancy and to the first ultrasound.MethodA narrative approach was used to gain insight into the maternal representations of first time pregnant womens’ account of their representations. The analysis method was based on thematic approach.ParticipantsFifteen women aged between 23 and 38 years.SettingA midwives clinic attached to a tertiary hospital in Melbourne, Australia.FindingsFirst-time pregnant women's maternal representations were activated when a woman begins to plan her pregnancy (‘the time is right’), again at the onset of physical changes to her body as a result of conception (‘my body is changing’), and at the first early ultrasound at around twelve weeks (‘it’ is a real baby).ConclusionMaternal representations are important for the midwife and pregnant women because this concept provides another understanding in relation to the psychological dimension of pregnancy.     

Childbearing Postponement and Child Well-being: A Complex and Varied Relationship?

Over the past several decades, U.S. fertility has followed a trend toward the postponement of motherhood. The socioeconomic causes and consequences of this trend have been the focus of attention in the demographic literature. Given the socioeconomic advantages of those who postpone having children, some authors have argued that the disadvantage experienced by certain groups would be reduced if they postponed their births. The weathering hypothesis literature, by integrating a biosocial perspective, complicates this argument and posits that the costs and benefits of postponement may vary systematically across population subgroups. In particular, the literature on the weathering hypothesis argues that, as a consequence of their unique experiences of racism and disadvantage, African American women may experience a more rapid deterioration of their health which could offset or eventually reverse any socioeconomic benefit of postponement. But because very few African American women postpone motherhood, efforts to find compelling evidence to support the arguments of this perspective rely on a strategy of comparison that is problematic because a potentially selected group of older black mothers are used to represent the costs of postponement. This might explain why the weathering hypothesis has played a rather limited role in the way demographers conceptualize postponement and its consequences for well-being. In order to explore the potential utility of this perspective, we turn our attention to the UK context. Because first-birth fertility schedules are similar for black and white women, we can observe (rather than assume) whether the meaning and consequences of postponement vary across these population subgroups. The results, obtained using linked UK census and birth record data, reveal evidence consistent with the weathering hypothesis in the United Kingdom and lend support to the arguments that the demographic literature would benefit from integrating insights from this biosocial perspective.     

Testing a New Operationalization of the Basic Values on Estonian- and Russian-speaking Subpopulations in Estonia

The theory of basic human value developed by Shalom Schwartz has held a dominant place in the field of value studies for at least two decades. Despite of some modest adaptations, the theory has maintained its original form. Still, an increasing number of critical discussions have recently been published throwing doubt upon universality of its inner structure (e.g. Mohler and Wohn in Persönliche Wertorientierungen im European Social Survey, ZUMA-Arbeitsbericht, 2005; Clercq 2006; Perrinjaquet et al. in J Res Pers 41:820–840, 2007; Davidov and Schmidt in Measuring meaningful data in social research, Acco, Leuven, pp 373–386, 2007; Davidov et al. in Public Opin Quart 72:420–445, 2008; Davidov in Surv Res Methods 2:33–46, 2008; Knoppen and Saris in Surv Res Methods 3:91–103, 2009a; Knoppen and Saris 2009b; Fischer et al. in J Cross Cult Psychol 41:135–151, 2010). Most of these studies have proposed that the shortcomings of that model can be improved through unification of some adjacent value types (e.g. Davidov and Schmidt in Measuring meaningful data in social research, Acco, Leuven, pp 373–386, 2007; Davidov et al. in Public Opin Quart 72:420–445, 2008; Davidov in Surv Res Methods 2:33–46, 2008). However, Knoppen and Saris (Surv Res Methods 3:91–103, 2009a; Knoppen and Saris 2009b) have showed that the given grouping of factors was a consequence of misspecifications in the model and proposed an alternative structure with 19 value types, which has been largely confirmed by several recent papers (Cieciuch and Schwartz in J Pers Assess 94:321–328, 2012; Beierlein et al. in Surv Res Methods 6:25–36, 2012). Current study will also test the new model, but contrarily to cited papers, a representative national sample is used, which raises the robustness of findings. The data is from Estonia and collected in late 2008. Due to the existence of large ethnic minority in Estonian society, the sample allows additionally testing the equivalence of the measurement in the two subpopulations. This study shows that the alternative value-structure, proposed by Knoppen and Saris, applies well to the representative Estonian data.     

HEALTH NEEDS OF MIGRANT VIETNAMESE WOMEN IN SOUTH‐WEST BRISBANE: AN EXPLORATORY STUDY

This study was conducted in the southwest area of Brisbane, Australia, and is designed to explore and assess the health needs of Vietnamese migrant women. The needs of this group are becoming increasingly urgent due to ageing of the original immigrant refugee community and decreased capacity for support from their children and families. The study used a qualitative research strategy involving focus groups and in‐depth interviews with Vietnamese women between 18–65 years and interviews with Vietnamese health care providers. It shows that the women have had to deal with culture shock, low self‐esteem, lack of friends and relatives, unrecognized professional skills and most importantly in health terms, low socioeconomic status. Significant barriers to access health services and to improved health and well‐being were also identified, such as language difficulties, transportation, time, and knowledge about health education. Recognition of specific requirements of sub‐populations as well as broader socio‐economic and cultural determinants of health should be a guide to more effective planning and implementation of health promotion strategies. The changing needs, over time, of these sub‐populations should also be recognized.     

Editorial: genetic and genomic research-changing patterns of accountability

Debates about genomic science have raised questions about the implications for ethics and accountability. Accountability has external and internal aspects. Whereas ethical review, including attention to appropriate consent procedures, has been central to 'giving an account' externally, there are also issues internal to the practice of science itself. The pursuit of truth is central to the scientific endeavour, but truths can sometimes be 'inconvenient', leading to complex questions of accountability that go beyond the issues of consent. This is illustrated by the case of the Havasupai.     

Religion and World Change: Violence and Terrorism versus Peace

Our article portrays religion as a double-edged sword that can both encourage and discourage world change, and can facilitate both violent and peaceful activism. The article demonstrates how the meaning system approach to religion can shed light on the complicated relationship between religion and world change by illuminating the meaning of world change and the means to achieve it, inherent differences across religious groups, the complexity and malleability of religious meaning systems, and processes that can facilitate either the status quo or violent and peaceful activism. The article discusses context and personality variables that may determine whether religion supports world change and either violent or peaceful activism. It recommends intensive collaboration between researchers, policy–makers, and religious leaders in the contexts of national and international conflicts and religious terrorism.