The Effect of Propensity Scores on DIF Analysis: Inference on the Potential Cause of DIF

Differential item functioning (DIF) analysis is important in terms of test fairness. While DIF analyses have mainly been conducted with manifest grouping variables, such as gender or race/ethnicity, it has been recently claimed that not only the grouping variables but also contextual variables pertaining to examinees should be considered in DIF analyses. This study adopted propensity scores to incorporate the contextual variables into the gender DIF analysis. In this study, propensity scores were used to control for the contextual variables that potentially affect the gender DIF. Subsequent DIF analyses with the Mantel-Haenszel (MH) procedure and the Logistic Regression (LR) model were run with the propensity score applied reference (males) and focal groups (females) through propensity score matching. The propensity score embedded MH model and LR model detected fewer number of gender DIF than the conventional MH and LR models. The propensity score embedded models, as a confirmatory approach in DIF analysis, could contribute to hypothesizing an inference on the potential cause of DIF. Also, salient advantages of propensity score embedded DIF analysis models are discussed.     

The Academic Advantage of Devotion: Measuring Variation in the Value of Weekly Worship in Late Adolescence on Educational Attainment Using Propensity Score Matching

This study measures the effect of regular worship attendance at age 17 on total years of schooling by age 25, using data from the National Longitudinal Survey of Youth 1997. Expanding on previous work, this study estimates differences in the impact of worship attendance by race and family income status using propensity score matching. Individuals who frequently attend religious services complete .69 more years of schooling than similar individuals who do not frequently attend services. There are significantly greater returns to attendance for low‐income youth and no significant difference in returns by religious affiliation. These findings suggest that religious observance provides greater benefits for low‐income individuals or perhaps provides resources high‐income individuals have access to elsewhere. Moreover, this study extends previous work by examining a more recent and nationally representative sample of youth and by using methods that allow for greater causal inference.     

Estimating the effect of word predictability on eye movements in Chinese reading using latent semantic analysis and transitional probability

Latent semantic analysis (LSA) and transitional probability (TP), two computational methods used to reflect lexical semantic representation from large text corpora, were employed to examine the effects of word predictability on Chinese reading. Participants' eye movements were monitored, and the influence of word complexity (number of strokes), word frequency, and word predictability on different eye movement measures (first-fixation duration, gaze duration, and total time) were examined. We found influences of TP on first-fixation duration and gaze duration and of LSA on total time. The results suggest that TP reflects an early stage of lexical processing while LSA reflects a later stage.     

The effect of the amount of blood in a violent video game on aggression, hostility, and arousal

The current study utilized the General Aggression Model, with an emphasis on aggression-related priming, to explore the different effects on hostility, physiological arousal, and state aggression in those who played a violent video game (Mortal Kombat: Deadly Alliance) with differing levels of blood (maximum, medium, low, and off). Simple effects analyses showed that those in the maximum blood and medium blood conditions had a significant increase in hostility and physiological arousal, while those in the low blood and no blood conditions did not have such an increase in arousal and hostility. Further analyses indicated that those in the maximum and medium blood conditions used the character’s weapon significantly more often than those in the low and blood absent conditions. Implications and future research are discussed.     

Graduate employment status and health: a longitudinal analysis of the transition from student

The prevalence of unemployment and underemployment was explored longitudinally in 248 recent graduates (73 males and 175 females) over an 18–24 month transition from final year student to 9–12 months post-graduation. Over this period changes in levels of psychological distress, health behaviours, social support, optimism and achievement motivation were measured. Results show that both unemployment and underemployment have deleterious effects on psychological and physical health, social support, optimism and achievement motivation.

Aggregating conclusive and inconclusive information: Data and a model based on the assessment of threat

This study examined the process of combining conclusive and inconclusive information using a Naval threat assessment simulation. On each of 36 trials, participants interrogated 10 pieces of information (e.g., speed, direction, bearing, etc.) about “targets” in a simulated radar space. The number of hostile, peaceful, and inconclusive cues was factorially varied across targets. Three models were developed to understand how inconclusive information is used in the judgment of threat. According to one model, inconclusive information is ignored and the judgment of threat is based only on the conclusive information. According to a second model, the amount of dominant conclusive information is normalized by all of the available information. Finally, according to a third model, inconclusive information is partitioned under the assumption that it equally represents both dominant and non‐dominant evidence. In Experiment 1, the data of novices (i.e., civilians) were best described by a model that assumes a partitioning of inconclusive evidence. This result was replicated in a second experiment involving variation of the global threat context. In a third experiment involving experts (i.e., Canadian Navy officers), the data of half of the participants were best described by the partitioning model and the data of the other half were best described by the normalizing model. In Experiments 1 and 2, the presence of inconclusive information produced a “dilution effect”, whereby hostile (peaceful) targets were judged as less hostile (peaceful) than the predictions of the Partitioning model. The dilution effect was not evident in the judgments of the Navy officers. Copyright © 2009 Crown in the right of Canada. Published by John Wiley & Sons, Ltd.     

Contesting a Pandemic: The WHO and the Council of Europe

Contemporary risks are often understood as fundamentally uncertain. This uncertain status can be mobilized within political debates surrounding risks. Such a challenge serves to destabilize scientific claims. The World Health Organization’s (WHO) management of the 2009/10 spread of the H1N1 virus became a site of one such contestation. Debate within the Council of Europe particularly served to criticize the action of the WHO. This resulted in a definitional and policy contestation between the two institutions. The WHO accounted for its actions through allusions to (seemingly stable) scientific facts, using epidemiological evidence of influenza and its management based on normal science. In contrast, in criticizing public expenditure and panic, the Council of Europe critics problematized the stability of the science employed by the WHO. This included fundamental aspects of scientific knowledge such as the measurability of morbidity and mortality caused by H1N1 and the effect of vaccination against influenza viruses. This criticism relied upon the ability to destabilize the WHO’s scientific knowledge, a process made possible through understandings of the uncertain nature of the science of risk (post-normal science). The case study illustrates that potential for previous-established and seemingly stable scientific facts to become destabilized and problematized during contestations of risk management.     

Predicting uptake of a routine cervical smear test: A comparison of the health belief model and the theory of planned behaviour

Abstract

This paper reports on a study carried out to identify predictors of uptake of cervical screening among 142 women (59% response rate) in inner London. Two social cognition models were used: The Health Belief Model (HBM; Becker, 1974) and the Theory of Planned Behaviour (TPB; Ajzen, 1991) and in addition anticipated affect following non-attendance for screening was assessed. The TPB emerged as by far the superior model for predicting screening intentions, explaining 51% of the variance in comparison with only 4% explained by the HBM variables. However, neither model was able to predict a significant amount of variance in uptake of screening three months later. Possible reasons for the poor prediction of this type of behaviour are discussed.     

Effects of the emotional properties of words and a manipulation of mindset on performance of an ambiguous task

In this study, we investigated whether processing of an ambiguous task was influenced by the emotional properties of words or promotion of a specific mindset. Words used differed in valence and origin of an affective state (derived “from heart” or “from mind”). Mindset was manipulated by suggesting that either fast or slow performance was associated with cleverness and then having participants perform a task requiring the “smart” processing strategy. The ambiguous task was to choose which of 2 Far East hexagrams better represented a previously presented target word. Reaction latencies were measured and appeared to be longer for ambiguous task probes involving words of reflective origin rather than automatic or unspecified origin. Promotion of heuristic thinking was associated with shorter responses latencies than promotion of systematic or neutral processing. The study demonstrated that the processing mode may be promoted by means of both emotional and cognitive manipulations and each of them is working in a specific way.     

The absence of a future: the effect of past experience and current developmental conflicts on a midlife analysis

The four-year analysis of Mr. T, a highly intelligent, successful professional who entered analysis primarily because of a depression is presented; he had had no previous therapeutic experience but was very curious about analysis. The analytic work led to the discovery of a deeply held unconscious conviction of premature death that was related to interaction among the effects of a traumatic parental divorce during childhood, estrangement from both parents prior to their deaths, and signs of aging and illness in midlife. Before this analytic work the patient was unable to conceptualize, let alone plan for, late-life developmental experiences such as retirement and grandparenthood. Transference-countertransference themes are discussed, as is the importance of an understanding of midlife developmental concepts to successful analytic work with patients in this age group.     

tolerance of nonconformity and its effect on attitudes toward the legalization of prostitution: a multivariate analysis

An increasingly popular clinical impression is that physical victimization plays an important role in the etiology of bulimia. There are few data based studies, however, which have tested this belief. Therefore, data were collected to determine if those who have been victimized are more apt to be bulimic than those who have not been victimized. The four forms of victimization explored were rape, sexual molestation, child abuse and partner abuse. Only child abuse was statistically significantly related to bulimia in the bivariate analyses, although all relationships were in the predicted direction. In the multivariate analysis, severity of bulimic‐like symptoms was regressed on the four forms of victimization and on nine demographic characteristics. Child abuse was the only form of victimization related to the severity of symptoms, when controlling for the effects of the other variables. Contrary to clinical impressions, the effect of sexual molestation on severity of bulimic symptoms was negative, but not statistically significant. Among the demographic characteristics, only the number of sisters had a significant effect. The combined effect of being both bulimic as well as a victim did not increase the likelihood of seeking therapy for an eating disorder. The need for empirical evidence to verify clinical impressions is stressed.     

Dimensions of perceived control: A factor analysis of three measures and an examination of their relation to activity level and mood in a student and cross-cultural patient sample

Abstract

This study investigated whether measures of three perceived control (PC) concepts tapped independent dimensions, were invariant to population characteristics of health and culture, were differentially sensitive to health outcomes, and were discriminable from self-report disability. The Multidimensional Health Locus of Control, Generalized Self-efficacy, and Perceived Health Competence (PHC) Scales were administered to 106 Scottish students and 145 Scottish, Spanish and Irish patients, who also completed versions of the Sickness Impact Profile. Principal Components analyses revealed five factors reflecting scale constructions for students and six factors for patients, as PHC items fell on two factors. Disability items fell on a separate factor from all PC items. Results suggest: (a) PC is multidimensional regardless of health and culture; (b) adequate assessment requires multiple PC measures; and (c) it is meaningful to consider PC as a possible influence on disability.     

Choice and foraging: the effects of accessibility on acceptability.

Pigeons responded in a successive-encounters choice procedure in which accessibility of the less profitable of two outcomes varied either in terms of probability of encounter or search time to encounter (keeping search time to the more profitable outcome constant). When the less profitable outcome was made more probable its acceptance became more likely. However, when search time to encounter the less profitable outcome was shortened, its acceptance became less likely. Both results are consistent with the delay-reduction hypothesis and with an optimality model developed for application to the successive-encounters choice procedure.     

A Jensen effect on dysgenic fertility: An analysis involving the National Longitudinal Survey of Youth

In this study we attempt to determine whether dysgenic fertility is associated with the Jensen effect. This is investigated with respect to a US population representative sample of 8110 individuals from the National Longitudinal Survey of Youth for whom there exists complete data on IQ and fertility. In addition to the general sample, the sample was also broken out by race and sex so as to examine whether or not the Jensen effect manifested amongst different sub-populations. The method of correlated vectors revealed significant Jensen effects in five of the seven samples, and in all cases the effect was in a direction indicating that subtests with higher g-loadings were associated with larger dysgenic fertility gradients. The magnitude of the difference between Spearman’s ρ and Pearson’s r was non-significant in all cases, suggesting that biasing factors were minimally influencing the result. This finding suggests that dysgenesis occurs on the ‘genetic g’ at the heart of the Jensen effect nexus, unlike the Flynn effect, which is ‘hollow’ with respect to g. Finally, the finding is discussed in the context of two converging lines of evidence indicating that genotypic IQ or ‘genetic g’ really has been declining over the last century.     

Accounting and convincing: the effect of two types of justification on the decision process

The effect of two types of justification pressure on the decision process was investigated. Three groups of 15 subjects each had to choose the head of a corrective home for criminal adolescents out of six candidates, who were described on 16 attributes. Two groups worked under justification pressure: subjects in the Accounting group were informed that they had to explain their decision afterwards, subjects in the Convincing group that they had to convince the other members of the executive board to vote for their selected candidate. From the third group, no justification was requested. It was found that justification pressure leads to a distinct increase in the amount of utilized information and to a more elaborate choice process, while the global decision heuristics do not seem to change. The two justification groups did not differ in the amount of information utilized, but the Convincing group employed a more elaborate process. This result shows that justification pressure is one of the task characteristics affecting the decision process, and proves that a latent justification pressure as assumed in some decision theories does not have the same effect as an explicit one. Copyright © 2001 John Wiley & Sons, Ltd.     

The effect of contingent reinforcement on target variables in outpatient psychotherapy for depression: a successful and unsuccessful case using functional analytic psychotherapy

The current study investigated a behavior-analytic treatment, functional analytic psychotherapy (FAP), for outpatient depression utilizing two single-subject A/A+B designs. The baseline condition was cognitive behavioral therapy. Results demonstrated treatment success in 1 client after the addition of FAP and treatment failure in the 2nd. This study highlights the challenges in measuring treatment progress and outcome idiographically in this population.     

The experience of receiving scholarship aid and its effect on future giving: a listening guide analysis

Why are there so many people who receive scholarship aid who do not give back to the schools that gave it? Social exchange theories grounded in the assumption of direct reciprocity have long been the framework used within higher education to understand donative behavior. As a result, conventional wisdom within higher education holds that recipients of scholarship aid will later donate money to the institution that provided it. However, the philanthropic data show that most aid recipients do not, in fact, give back. This study probes the underlying factors for this phenomenon by using the Listening Guide, a voice-centered relational method of discovery, to analyze and interpret interviews with 10 scholarship recipients. By providing a more robust understanding of the experience of receiving, the findings challenge some of the most basic psychological and sociological assumptions about giving and generosity within higher education.