A Two-Question Method for Assessing Gender Categories in the Social and Medical Sciences

Three studies (N = 990) assessed the statistical reliability of two methods of determining gender identity that can capture transgender spectrum identities (i.e., current gender identities different from birth-assigned gender categories). Study 1 evaluated a single question with four response options (female, male, transgender, other) on university students. The missing data rate was higher than the valid response rates for transgender and other options using this method. Study 2 evaluated a method of asking two separate questions (i.e., one for current identity and another for birth-assigned category), with response options specific to each. Results showed no missing data and two times the transgender spectrum response rate compared to Study 1. Study 3 showed that the two-question method also worked in community samples, producing near-zero missing data. The two-question method also identified cisgender identities (same birth-assigned and current gender identity), making it a dynamic and desirable measurement tool for the social and medical sciences.     

Methods for Handling Missing Secondary Respondent Data

Secondary respondent data are underutilized because researchers avoid using these data in the presence of substantial missing data. The authors reviewed, evaluated, and tested solutions to this problem. Five strategies of dealing with missing partner data were reviewed: (a) complete case analysis, (b) inverse probability weighting, (c) correction with a Heckman selection model, (d) maximum likelihood estimation, and (e) multiple imputation. Two approaches were used to evaluate the performance of these methods. First, the authors used data from the National Survey of Fertility Barriers (n = 1,666) to estimate a model predicting marital quality based on characteristics of women and their husbands. Second, they conducted a simulation testing the 5 methods and compared the results to estimates where the true value was known. They found that the maximum likelihood and multiple imputation methods were advantageous because they allow researchers to utilize all of the available information as well as produce less biased and more efficient estimates.     

Action‐Oriented Research: Strategies for Engaged Scholarship

Action‐oriented research is a methodological approach for doing collaborative research with practitioners and community partners that can inform practice, programs, community development, and policy while contributing to the scientific knowledge base. This article discusses how family scholars can use action‐oriented research to work together with community partners to address their need for useful information about their practices and programs. We present some practical strategies that can help guide the action‐oriented research process including how to develop collaborative relationships with community partners; suggestions for determining sound, action‐oriented research questions; guidelines for selecting and implementing appropriate research designs; and considerations regarding data collection and the dissemination of findings.     

Premarital Cohabitation and Marital Dissolution: An Examination of Recent Marriages

An ongoing question remains for family researchers: Why does a positive association between cohabitation and marital dissolution exist when one of the primary reasons to cohabit is to test relationship compatibility? Drawing on recently collected data from the 2006–2008 National Survey of Family Growth, the authors examined whether premarital cohabitation experiences were associated with marital instability among a recent contemporary (married since 1996) marriage cohort of men (N = 1,483) and women (N = 2,003). They found that a dichotomous indicator of premarital cohabitation was in fact not associated with marital instability among women and men. Furthermore, among cohabitors, marital commitment prior to cohabitation (engagement or definite plans for marriage) was tied to lower hazards of marital instability among women, but not men. This research contributes to our understanding of cohabitation, marital instability, and broader family change.     

The Use of Frames Analysis in Evaluating Capacity‐Building in Local Coastal Programs in Louisiana*

Abstract Frames theory has been widely used to explain the dynamics of group processes and decision‐making. Some researchers have applied frames theory to policy adoption and implementation. Following from this, my research applies frames analysis to a regulatory program in coastal Louisiana. The data derive from a pre‐Hurricane Katrina study of the effectiveness of Louisiana's Coastal Resources Program in building coastal zone management (CZM) capacity among local decision‐makers. In this paper, I examine the potential influence of three independent variables (Local Coastal Program development, type of respondent, and frequency of coastal zone management interaction) on the level of agreement with regulator frame ideology. The frames analysis shows that parishes with Local Coastal Programs (LCPs) have a significantly stronger presence of regulator framing than do parishes without LCPs. Among the three types of decision‐makers (CZM administrators/staff, CZM advisory panel members and parish council or police jury) regulator frame agreement is particularly strong among advisory panel members, while agreement with regulator frames is lowest among parish council or police jury officials. Respondents reporting more CZM interaction exhibit higher levels of regulator frame agreement. OLS regression shows that the conditions of having an LCP, or being a panel member and having greater frequency of CZM interactions significantly increase the likelihood of regulator framing. These findings demonstrate the importance of the LCP process in the shaping of frames congruent with lead agency ideology.     

The reliance on recognition and majority vote heuristics over privacy concerns when selecting smartphone apps among German and US consumers

The smartphone app market is a prime example of a digital market where consumers are tasked with selecting one option among a plethora of alternatives, at times indistinguishable from one another. Building upon findings on information processing and decision-making, we postulate that consumers follow simple (rather than complex) heuristic rules to navigate the app market. In particular, we focus on two such strategies: the recognition heuristic and the majority vote heuristic. App privacy information was also considered as a potentially salient cue in the decision-making process, given the personal data stored on smartphones. Results of a mixed-method design (behavioral analysis and think-aloud protocols) study with German (N?=?18) and US (N?=?25) students find a dominance of the recognition heuristic. Decisions are further supported by majority vote heuristics. Privacy information is largely disregarded, particularly by US participants. Implications for app market design and engagement are discussed.     

After the ‘APIcalypse’: social media platforms and their fight against critical scholarly research

ABSTRACT

In the aftermath of the Cambridge Analytica controversy, social media platform providers such as Facebook and Twitter have severely restricted access to platform data via their Application Programming Interfaces (APIs). This has had a particularly critical effect on the ability of social media researchers to investigate phenomena such as abuse, hate speech, trolling, and disinformation campaigns, and to hold the platforms to account for the role that their affordances and policies might play in facilitating such dysfunction. Alternative data access frameworks, such as Facebook’s partnership with the controversial Social Science One initiative, represent an insufficient replacement for fully functional APIs, and the platform providers’ actions in responding to the Cambridge Analytica scandal raise suspicions that they have instrumentalised it to actively frustrate critical, independent, public interest scrutiny by scholars. Building on a critical review of Facebook’s public statements through its own platforms and the mainstream media, and of the scholarly responses these have drawn, this article outlines the societal implications of the ‘APIcalypse’, and reviews potential options for scholars in responding to it.     

Testing the Clinical Implications of Planned Missing Data Designs

Assessment is a core element of evidence‐based practice, but thorough formal assessment can place a significant burden on clients. We evaluated the clinical viability of using planned missing data designs to reduce client burden. Data come from an archival dataset with 1342 participants. Although significant differences were found in scores with planned missing data versus real scores, the effect sizes for the differences were generally small. Scores with missing data had sensitivity and specificity scores generally above .90 when predicting real scores over clinical cutoffs and improvement in real scores. These findings offer useful information to agencies and researchers looking for ways to collect more data without losing its immediate clinical utility.     

Research Note—Is Social Work Education a Form of Social Work Practice?

ABSTRACT

The inclusion of social work education as a form of practice has been missing from the debates on the need for a unified definition of social work practice. This Research Note reports the findings from interviews with 20 social work educators who were asked whether social work education is a form of social work practice and were encouraged to elaborate on their response. The qualitative data were analyzed using thematic analysis and revealed five themes. The findings contribute to the debate on the need for clarification among social work authorities in shaping the definition of social work practice and the need to provide a clear stance on the extent to which social work education is a form of social work practice.     

Aligning theory and methodology in mixed methods research: Before Design Theoretical Placement

When a theoretical framework (and its components) is not clearly linked to research methods, researchers risk designing flawed studies, wherein the stated research question is inconsistent with the research design. Explicitly identifying one’s theoretical orientation can provide an orderly schematic for linking observations from separate investigations (i.e. qualitative, quantitative) thereby facilitating understandings and guiding research designs particularly in fields of social and health sciences where complex phenomena are an aspect of the subject of inquiry. Although this has been established, how researchers might position their research theoretically to guide mixed methods research is less clear. In this paper, we propose the Before Design Theoretical Placement as a general guide for specifying and locating studies in a broader theoretical grounding, and discuss how it may inform overall study considerations. We then use this approach to illustrate how theories and methods can work together to facilitate professional knowledge development from a relational perspective.     

Sensitive topics in social research involving children

While there is broad consensus that involving children in research is critically important for understanding their lives, there is considerable caution around their participation in social research on ‘sensitive’ issues. Such caution is further amplified by a lack of agreement about what constitutes a ‘sensitive topic’. This article draws on data from interviews with a range of Australian stakeholders, including children, parents, researchers, ethics committee members, government and non-government organisation representatives, and other decision-makers, specifically related to the question of ‘what is a sensitive topic?’. While participants identified a range of sensitive topics, findings point to sensitivities being closely linked with the contexts of children’s lives and experiences. This requires researchers to approach research in ways that reflect more nuanced understandings of these sensitivities, help address potential concerns and facilitate the development of research relationships that promote ethical conduct of research with children.     

DECISION TIME,CONSIDERATION TIME,AND STATUS QUO BIAS

Economists increasingly appreciate the value of studying the time taken to make decisions in order to provide insights into decision makers' choices. This article shows that studying how time is allocated among individual options is also valuable in helping researchers to understand the impact default options have on decision makers' attention allocation, as approximated by how the time is allocated. The study of this impact generates new insights into the well‐known choice phenomenon of status quo bias, which typically refers to decision makers' tendency to stick to a default option. By designing a series of novel experiments, I find that this bias arises even when the choice is among prizes of fixed monetary value expressed in arithmetic form. I also find asymmetric attention (i.e., more time devoted to default options) and strikingly asymmetric choice errors; specifically, decision makers fail to select an alternative better than the default 28% of the time, while they incorrectly select an alternative worse than the default only 11% of the time; and provide evidence supporting a causal relationship between asymmetric attention and asymmetric errors. (JEL D03, D12, D83)     

Curation: a theoretical treatment

Curation is a key mechanism of sociality in a digital era. With an abundance of information, sifting, sorting, selecting, hiding, and standing out become laborious tasks. While researchers have diligently documented people’s curatorial strategies, digital curation remains undertheorized in its own right. I therefore theorize digital curation by disentangling productive curation from consumptive curation, addressing how people curate content that they share, and that which they consume. I embed these agentic curatorial practices within structural bounds, both social and technological. In doing so, I offer a basic theoretical model that captures a dynamic relationship between individual curators, their social networks, and technological design.     

Missingness Amount and Mechanisms in Family Economic Stress Research: Mapping (Non)answers to Economic-Related Variables of Fathers,Mothers, and Emerging Adult Children

The percentage of missing data among economic-related items is likely to be particularly high. This study aimed at examining the amount, mechanisms, and variables associated with missingness of different family members participating in a family economic stress study. Portuguese emerging adults (N?=?418) and their parents (N?=?748) were required to answer objective and subjective economic items and complete measures assessing individual and family psychological functioning. Results showed that, for all participants, non-response was more likely to occur among objective economic items than among subjective ones. Children presented higher percentages of item/construct-level missingness than parents, which could reflect a reduced financial awareness on the part of these family members. Although the identification of mechanisms explaining missing data proved to be complex, family members’ missingness was associated with sociodemographic and psychological indicators, suggesting that non-answers do not occur purely by chance. Implications of these findings for further family economic stress research are discussed.

     

The Perspectives of Older Greek-Australians Toward Changes in the Nature of Family Support: Implications for Family Care Policies

Internationally, public policies encourage “aging in place,” and the majority of older Australians requiring care in the community receive informal care, supplemented by publicly subsidized formal services. The effect of contemporary social changes on informal care in aging migrant communities is poorly understood. This articles explores the perceptions of older Greek-Australians toward changes in the nature of family support. Bicultural and bilingual researchers carried out in-depth interviews (n?=?27) and five focus groups (n?=?63 total participants) with older Greek-Australians in modern Greek. While “cultures of care” remain among Greek-Australian families, the means for a family to assist have shifted, and these compromises are met with considerable powerlessness among older Greek-Australians. Implications for policy include the need to better involve older migrants and their families in decisions about their care needs, potentially involving consumer-directed care models. Service providers may also need to adopt the use of new technologies to communicate with increasingly time-pressured family members.     

Policing The Lost: The Emergence of Missing Persons and the Classification of Deviant Absence

In the mid-19 ^th century, increases in global migration and mobility produced a discernable rise in the number of ambiguous absences. This shift, combined with a novel expectation, linked to improved communications technology, that such absences might be resolved engendered the emergence of missing persons as a social category. A demand on the part of families of the missing that the state aid in their location would produce a Bourdieusian classification struggle over how to define and categorize this new mass of absences. At issue would be whether an ambiguously absent individual was merely absent, as a routine component of social life, or whether the individual merited legitimation by the state as a new form of deviant: a "missing" person. Scholars have described the emerging administrative state’s enhanced powers of surveillance and classification and its persistent inclination to render their populations, in James Scott’s phrase, “legible.” Brought to the attention of the state, missing persons represented a body of people who had conspicuously fallen out of official sight. Yet, instead of attempting to fix this omission by gathering additional information on the lost — to, in effect, see the missing — as theories of the state would lead us to expect, the state chose to look away. In the United States, the state, in the form of municipal police departments, resisted classifying absences as cases of missingness and pushed back against families’ requests for aid. Leveraging the inherently ambiguous characteristics of the missing, the state promoted a definition of missing persons that conveniently freed it from the burden of managing an unmanageable population. In this article, drawing from archival data, I challenge prevailing theories of the modern state that emphasize its avidly classificatory nature by offering a case in which legibility was strategically withheld and a population was, in service of state interests, intentionally obscured. Only after the state lost its symbolic monopoly and the category was raced and gendered, becoming, in public discourse, associated with a socially valuable demographic – namely, young, white women – would the state, facing a threat to its legitimacy, deem the missing as worthy of being seen.

     

Identity Versus Identification: How LGBTQ Parents Identify Their Children on Census Surveys

Lesbian, gay, bisexual, transgender, and queer (LGBTQ) individuals often rely on conceptions of family that fall outside of heteronormative definitions regarding blood or legal ties. As a consequence, there is a greater potential for conflict between family identities and identification options on survey instruments. Drawing on interviews with 100 LGBTQ parents, the authors examined conflicts between identity and identification faced by LGBTQ parents who must describe their parent–child relationships on census surveys. They found that in cases where parents lack biological or legal ties or where the legal relationship is established after the parent–child relationship (e.g., with second‐parent adoption), parents often rely on alternative definitions of family when completing surveys. When navigating identification options, participants consider the survey intent and structure, heteronormative legal and biological frameworks of family, and emotional kinship ties. The findings suggest the need for researchers to consider the heterogeneity within each category of parent–child relationship captured on surveys.     

Predictors of Attrition from an Expressive Writing Intervention for Sexual Abuse Survivors

This study examined predictors of attrition from a clinical trial examining the effects of an expressive writing intervention for sexual problems among female survivors of child sexual abuse. Participants were 124 women all reporting sexual difficulties, who were randomized to a trauma-focused condition (n?=?45), an experimental sexual schema-focused condition (n?=?37), or a control condition (n?=?42). Thirty-five women (28%) dropped out before completing posttreatment assessments. Younger age, less education, and increased use of positive coping strategies were each independently associated with dropout. Results have implications for both researchers and clinicians working with this population, and it is hoped that these data can help bolster retention of those who are more likely to discontinue treatment.     

Diversity and representation in infant research: Barriers and bridges toward a globalized science of infant development

Psychological researchers have become increasingly concerned with generalized accounts of human behavior based on narrow participant representation. This concern is particularly germane to infant research as findings from infant studies are often invoked to theorize broadly about the origins of human behavior. In this article, we examined participant diversity and representation in research published on infant development in four journals over the past decade. Sociodemographic data were coded for all articles reporting infant data published in Child Development, Developmental Science, Developmental Psychology, and Infancy between 2011 and 2022. Analyses of 1682 empirical articles, sampling approximately 1 million participants, revealed consistent under-reporting of sociodemographic information. For studies that reported sociodemographic characteristics, there was an unwavering skew toward White infants from North America/Western Europe. To address a lack of diversity in infant studies and its scientific impact, a set of principles and practices are proposed to advance toward a more globally representative science.     

MOVING FORWARD BY LOOKING BACK: COMPARING LABORATORY RESULTS WITH EX ANTE MARKET DATA

We compare individual consumer response between ex ante market data collected by a water utility and ex post experimentally generated data. The experimentally generated data are matched to each participant's water bill history, which predates the experiment. This differentiates our research from prior efforts, which analyze market and experimental data with similar chronologies. For roughly 70% of the participants there is no statistical difference between water demand elasticities estimated using laboratory data and those estimated from market data. Our results provide initial support for the use of experimental procedures to generate missing data regarding hypothetical consumer response. (JEL C9, D12, Q25)