Kathryn S. Macia  Robert E. Wickham 《Multivariate behavioral research》2019,54(1):113-145

Mixture analysis of count data has become increasingly popular among researchers of substance use, behavioral analysis, and program evaluation. However, this increase in popularity seems to have occurred along with adoption of some conventions in model specification based on arbitrary heuristics that may impact the validity of results. Findings from a systematic review of recent drug and alcohol publications suggested count variables are often dichotomized or misspecified as continuous normal indicators in mixture analysis. Prior research suggests that misspecifying skewed distributions of continuous indicators in mixture analysis introduces bias, though the consequences of this practice when applied to count indicators has not been studied. The present work describes results from a simulation study examining bias in mixture recovery when count indicators are dichotomized (median split; presence vs. absence), ordinalized, or the distribution is misspecified (continuous normal; incorrect count distribution). All distributional misspecifications and methods of categorizing resulted in greater bias in parameter estimates and recovery of class membership relative to specifying the true distribution, though dichotomization appeared to improve class enumeration accuracy relative to all other specifications. Overall, results demonstrate the importance of accurately modeling count indicators in mixture analysis, as misspecification and categorizing data can distort study outcomes.  相似文献   

    

Kathryn J. Holland  Allison E. Cipriano 《American journal of community psychology》2019,64(1-2):203-218

Experiencing military sexual assault (MSA) results in serious mental health consequences. Sexual assault survivors often disclose to informal sources of support, and how these individuals respond can have a significant effect on survivors’ wellbeing. Bystander intervention is one mechanism through which institutions, such as the U.S. Military, aim to teach informal support providers to respond positively and effectively to sexual assaults. One bystander response that survivors may find helpful is the discussion of formal resources (e.g., counseling options, reporting options). The current study examined factors associated with U.S. Service members’ intentions to encourage sexual assault survivors to report and seek mental health counseling, including individual characteristics (rank, gender, personal experience of MSA) and perceptions of military sexual assault response efforts (exposure to sexual assault training, leader response to sexual assault, service barriers). The study also examined contextual factors (branch) and interactions between individual and contextual predictors. We analyzed survey data from 27,505 active duty Service members collected by the U.S. Department of Defense. As expected, rank, gender, experience of MSA, training exposure, leader response, and service barriers were associated with Service members’ intentions to encourage MSA survivors to report and seek‐help. Bystander responses to disclosures can have a significant effect on survivors’ response to the assault, and these findings can help in identifying why bystanders may or may not encourage the use of formal resources after receiving a sexual assault disclosure.  相似文献   

    

Patricia M. Pehme  Wei Zhang  Jackie Finik  Alexandra Pritchett  Jessica Buthmann  Kathryn Dana  Ke Hao  Yoko Nomura 《Infant and child development》2018,27(4)

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Adrian Carter  Michael Savic  Cynthia Forlini 《The American journal of bioethics : AJOB》2018,18(9):58-60

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Kathryn M. Porter  Marion Danis  Holly A. Taylor  Mildred K. Cho  Benjamin S. Wilfond 《The American journal of bioethics : AJOB》2018,18(2):W13-W15

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Angela Beiler-May  Rachel L. Williamson  Malissa A. Clark  Nathan T. Carter 《Journal of personality assessment》2017,99(1):104-110

Past research suggests gender differences in workaholism might be due to differences in how men and women respond to the item content in workaholism measures. Using item response theory differential item functioning, we show women are less likely to report some workaholism items, leading to contamination. Specifically, women are less likely to report spending more time at work than other activities, and staying at work longer than others. We speculate that societal norms and practical restrictions on women's time results in lower endorsement rates for these items compared to men, and thus underestimates their workaholism. Results contradict past findings that men and women are similar in regard to workaholism and suggest women are in fact higher in workaholism than men. Limitations and future directions are discussed.  相似文献   

    

Daniel McNeish  Kathryn R. Wentzel 《Multivariate behavioral research》2017,52(2):200-215

Small samples sizes are a pervasive problem when modeling clustered data. In two-level models, this problem has been well studied, and several resources provide guidance for modeling such data. However, a recent review of small-sample clustered data methods has noted that no studies have investigated methods for modeling three-level data with small sample sizes. Furthermore, strategies for two-level models do not necessarily translate to the three-level context. Moreover, three-level models are prone to small samples because the “small sample” designation is primarily based on the sample size of the highest level, and large samples are increasingly difficult to amass as one progresses up a hierarchy. In this study, we focus on the case when the third level is incidental, meaning that the third level is important to consider but there are no explicit research questions at the third level. This study performs a simulation study to examine the performance of seven methods for modeling three-level data with a small sample at the third level. A motivating educational psychology example is also provided to demonstrate how the choice of method can greatly affect results.  相似文献   

    

Debra J. Rog  Kathryn A. Henderson  Laurel M. Lunn  Andrew L. Greer  Mei Ling Ellis 《American journal of community psychology》2017,60(1-2):114-124

Greater understanding of how residential stability affects child separation and reunification among homeless families can guide both child welfare and homeless policy and practice. This article draws upon two longitudinal studies examining services and housing for homeless families and their relationship to family and housing stability. Both studies were conducted in the same state at roughly the same time with similar instruments. The first study, examining families’ experiences and outcomes following entry into the homeless service system in three counties in Washington State, found that at 18 months following shelter entry, families that are intact with their children were significantly more likely to be housed in their own housing (46%) than families that were separated from one or more of their children (31%). The second study, a quasiexperimental evaluation of a supportive housing program for homeless families with multiple housing barriers, found that the rates of reunification for Child Protective Services (CPS)‐involved families receiving supportive housing was comparable to that for families entering public housing without services, but significantly higher than the rate of reunification for families entering shelter. Taken together, the findings from both studies contribute to the evidence underscoring the importance of housing assistance to homeless families involved in the child welfare system.  相似文献   

    

Kathryn McAlindon 《American journal of community psychology》2017,60(1-2):242-256

Despite the popularity and noted utility of Wandersman and colleagues' (2008) Interactive Systems Framework, the literature currently provides a primary focus on delivery organizations’ and supportive stakeholders’ capacities and strategies to implement innovations, presenting a critical gap in understanding. Unfortunately, reflective of a larger void in community dissemination and implementation efforts, there is a more limited focus on the dissemination of innovations. This paper presents the social marketing literature as a supplement to the Prevention Synthesis and Translation System (PSTS), the system responsible for dissemination. The study and practice of innovation synthesis and translation is examined in the literature; and based on the conclusions drawn, social marketing theory is used to provide a systematic approach to improving dissemination within the Interactive Systems Framework. Specifically, three gaps related to the PSTS are identified in the literature that align with and can be filled using social marketing. Social marketing is defined and presented as a supplement by providing theory and practices, within a systems context, for effectively communicating and influencing change. By blending social marketing with the Interactive Systems Framework, the aim is to improve the understanding of strategic communication and its role in the effective dissemination, and subsequent implementation, of innovations.  相似文献   

    

Carol A. Van Hulle  Sierra Clifford  Mollie N. Moore  Kathryn Lemery-Chalfant  H. Hill Goldsmith 《Cognition & emotion》2017,31(5):963-971

Two recent papers associated candidate genes with brooding rumination, a possible cognitive endophenotype for depression, in children ages 8–14 years. Stone et al. reported that BDNF val66met polymorphism predicted brooding in adolescence. Woody et al. reported that children carrying at least one copy of a CRHR1 TAT haplotype reported less brooding than their peers in the presence of maternal depression. We attempted to replicate and extend these findings in a sample of twins aged 12–16 years. We analyzed the BDNF val66met (rs6265) polymorphism and two (rs242924 and rs7209436) out of three single nucleotide polymorphisms (SNPs) that Woody et al. used to create a CRHR1 haplotype. We controlled for maternal history of depression and clustering within families. Unlike Stone et al., we found higher brooding among BDNF Met carriers. This main effect was qualified by an interaction with pubertal status, with the effect driven by more physically mature participants. Similar to Woody et al., we found an interaction between CRHR1 SNPs and maternal depression, with the homozygous minor genotype acting as a protective factor against brooding in the presence of maternal depression. Findings provide partial support for the influence of candidate genes in two environmentally sensitive systems on brooding.  相似文献