Model selection for minimum‐diameter partitioning

The minimum‐diameter partitioning problem (MDPP) seeks to produce compact clusters, as measured by an overall goodness‐of‐fit measure known as the partition diameter, which represents the maximum dissimilarity between any two objects placed in the same cluster. Complete‐linkage hierarchical clustering is perhaps the best‐known heuristic method for the MDPP and has an extensive history of applications in psychological research. Unfortunately, this method has several inherent shortcomings that impede the model selection process, such as: (1) sensitivity to the input order of the objects, (2) failure to obtain a globally optimal minimum‐diameter partition when cutting the tree at K clusters, and (3) the propensity for a large number of alternative minimum‐diameter partitions for a given K. We propose that each of these problems can be addressed by applying an algorithm that finds all of the minimum‐diameter partitions for different values of K. Model selection is then facilitated by considering, for each value of K, the reduction in the partition diameter, the number of alternative optima, and the partition agreement among the alternative optima. Using five examples from the empirical literature, we show the practical value of the proposed process for facilitating model selection for the MDPP.     

Integrating Fast and Frugal Heuristics with a Model of Memory‐based Cue Generation

Although the fast and frugal heuristics have been studied extensively, relatively little attention has been paid to how cues are generated to be used within the heuristics. The goal of this paper is to propose and test a memory‐based model of how cues are generated and used in cue‐based inferences. The current study advances theory by integrating the fast and frugal heuristics with HyGene, a memory‐based model of how decision makers generate and evaluate hypotheses. Using archival data in which memory retrieval variables were not directly manipulated, we demonstrate that participants' cue selection behavior is consistent with memory‐based retrieval. Further, by directly manipulating memory retrieval within a cue‐based stock‐forecasting task, we demonstrate that memory processes underlie cue use. Participants' cue use varied depending on the relationship between cue validity and the frequency with which the cues were seen during learning. The HyGene model provided the best account of the empirical data, providing further evidence for the critical role of memory in judgment and decision making. Copyright © 2018 John Wiley & Sons, Ltd.     

The impact of traditionality/modernity on identification‐ and calculus‐based trust

We conducted three studies to explore how trust is perceived, displayed or changed by participants in China, which as a country has undergone substantial cultural and historical transition. Traditionality showed a significant positive correlation with identification‐based trust (IBT) and modernity was significantly associated with calculus‐based trust (CBT; Study 1). Compared to those primed with modern Chinese culture stimuli, participants primed with traditional icons exhibited a higher level of IBT and a lower level of CBT (Study 2). The study further demonstrated more trust behaviour based on identification with traditional culture priming and more trust behaviour based on calculus when primed with modern culture (Study 3). In sum, the present findings suggest that, along with substantial social changes and economic development, people exhibit their trust differently depending on cultural context, shedding light on the trust crisis in contemporary China.     

The assignment of scores for output‐based research funding

This paper considers the assignment of scores to research output items, such as articles, books, contributions to conference proceedings, doctoral dissertations, etc., under four distribution criteria: the advancement of pure and applied scientific research, the advancement of innovative problem solving, the dissemination of scientific knowledge, and the coverage of the cost of the research. These scores are to be used in the allocation of research funds to the faculties of a university. The present paper describes the experiments carried out within the framework of the Decision Analysis and Support Project of the International Institute of Applied Systems Analysis, Laxenburg, Austria. It summarizes the vivid discussions triggered by the experiment, and it also presents the results of an additional experiment. Copyright © 1999 John Wiley & Sons, Ltd.     

Instance‐based Learning: A General Model of Repeated Binary Choice

A common practice in cognitive modeling is to develop new models specific to each particular task. We question this approach and draw on an existing theory, instance‐based learning theory (IBLT), to explain learning behavior in three different choice tasks. The same instance‐based learning model generalizes accurately to choices in a repeated binary choice task, in a probability learning task, and in a repeated binary choice task within a changing environment. We assert that, although the three tasks are different, the source of learning is equivalent and therefore, the cognitive process elicited should be captured by one single model. This evidence supports previous findings that instance‐based learning is a robust learning process that is triggered in a wide range of tasks from the simple repeated choice tasks to the most dynamic decision making tasks. Copyright © 2010 John Wiley & Sons, Ltd.     

Navigating Bereavement With Spirituality‐Based Interventions: Implications for Non‐Faith‐Based Counselors

The relationship between spirituality and bereavement has been studied in a multitude of disciplines, yet there is a significant gap in the counseling literature on this topic. The authors explore how spirituality is often avoided in secular counseling settings, discuss adverse effects of unresolved grief on clients' functioning, and propose the concept that spirituality can be used to help clients through the bereavement process. Finally, the authors offer research and clinically based interventions that counselors, particularly those who do not identify as faith‐based, can use to incorporate spirituality into their work with bereaved clients.     

Effects of computer‐based training on procedural modifications to standard functional analyses

Few studies have evaluated methods for training decision‐making when functional analysis data are undifferentiated. The current study evaluated computer‐based training to teach 20 graduate students to arrange functional analysis conditions, analyze functional analysis data, and implement procedural modifications. Participants were exposed to training materials using interactive software during a 1‐day session. Following the training, mean scores on the posttest, novel cases probe, and maintenance probe increased for all participants. These results replicate previous findings during a 1‐day session and include a measure of participant acceptability of the training. Recommendations for future research on computer‐based training and functional analysis are discussed.     

Mindless resistance to persuasion: Low self‐control fosters the use of resistance‐promoting heuristics

In our consumer society, people are confronted on a daily basis with unsolicited persuasion attempts. The present research challenges the prevailing view that resisting persuasion is more likely to fail when consumers have low self‐control. Four experiments tested the hypothesis that impaired self‐regulation may actually facilitate resistance to persuasion when the influence context contains resistance‐promoting heuristics. Indeed, participants with low self‐control were less likely to comply with a persuasive request (Experiments 1 and 3), reported a less favourable attitude towards an advertised product (Experiment 2), and generated more negative responses towards a persuasive message (Experiment 4) than participants with high self‐control, when they could rely on resistance‐promoting heuristics: a violation of the norm of reciprocity (Experiments 1 and 3), an advertisement disclaimer (Experiment 2), or negative social proof (Experiment 4). Together, these studies demonstrate that contextual cues can bolster resistance when one does not carefully scrutinize an influence attempt.     

Benchmark‐based strategies in whole number line estimation

In this study, we used verbal protocols to identify whether adults spontaneously apply quartile‐based strategies or whether they need additional external support to use these strategies when solving a 0–1,000 number line estimation (NLE) task. Participants were assigned to one of three conditions based on the number of external benchmarks provided on the number line. In the bounded condition only the origin and endpoint were indicated, the mid‐point condition included an additional external benchmark at 50%, and in the quartile condition three additional external benchmarks at 25%, 50%, and 75% were specified. Firstly, participants in the bounded condition reported to spontaneously apply quartile‐based strategies to calibrate their estimates. Moreover, participants frequently relied on the external benchmarks for creating internal benchmarks at the mid‐point, quartiles, and even octiles of the number line. Secondly, overall estimation accuracy improved as the number of external benchmarks increased, and target numbers close to external benchmarks were estimated more accurately and with less variability. Thirdly, the use of a larger variety in benchmark‐based strategies was positively related to NLE accuracy. In summary, this study provides evidence that the NLE task induces more sophisticated strategy use in participants than initially anticipated.     

Nostalgia in response to group‐based exclusion: The role of attachment‐related avoidance

We proposed that nostalgia, by virtue of its sociality, can be an indirect strategy to counteract relational deficiencies stemming from group‐based exclusion. We instructed Greek participants to recall an event in which they experienced exclusion on the basis of their nationality versus a control event. We anticipated that participants would react to group‐based exclusion with increased nostalgia. Specifically, because low attachment‐related avoidance facilitates proximity‐seeking in response to distress, we hypothesized that group‐based exclusion would increase nostalgia (a form of proximity‐seeking) more strongly when avoidance is low. Results supported this moderation hypothesis. In turn, increased nostalgia in response to group‐based exclusion predicted stronger ingroup identification. For low‐avoidants, then, group‐based exclusion fortified ingroup identification via increased nostalgia (moderated mediation).     

Personal autonomy in group‐based interventions

Marginalized individuals are often caught in a vicious cycle of economic or health problems, a lack of social connection and disempowerment. The present research examines interventions that provide opportunities for social inclusion to break this cycle. Specifically, in two longitudinal field studies, we examined the effect of social inclusion on self‐efficacy and hope in two vulnerable groups, namely, 68 residents in a drug and alcohol rehabilitation centre (Study 1) and 48 marginalized adults taking part in activities organized by a community organization (Study 2). Although somewhat counterintuitive, we hypothesized that social inclusion would affect self‐efficacy by fostering feelings of personal autonomy. The hypothesis was supported by results from both studies revealing an indirect effect from social inclusion via personal autonomy on self‐efficacy and hope. The findings are discussed in relation to how group inclusion may stimulate the development of personal autonomy in disadvantaged adults, an important factor in their recovery and mental health.     

Mentalization‐based Therapeutic Interventions for Families

This article attempts to bridge two seemingly different and yet related worlds, the intra‐psychic and the interpersonal, by viewing systemic practice(s) through a mentalization‐based lens. It is argued that in therapy there needs to be a deliberate, conscious and consistent focus on mentalizing. The emerging mentalization‐based therapy for families is an innovative approach and a distinctive model which is systemic in essence, deriving its ideas and practices from a variety of diverse systemic approaches, yet enriching family work by adding mentalizing ingredients.     

School‐based integrated and segregated interventions to reduce aggression

The goal of the study was to assess two types of school‐based interventions—a class intervention (integrated) and a small group counseling (segregated) intervention for highly aggressive children—and to determine which is more efficacious in reducing individual and classroom aggression, lessening internalizing and externalizing behavior, and increasing positive classroom relationships. The study, conducted in Israel, included 904 children from 13 schools. In each school, one age level was selected and divided randomly into three experimental conditions: psychoeducational class intervention, small group counseling, and control. In all classrooms, the highly aggressive children were identified a priori (n=166). Analyses were conducted separately for the aggressive children and their nonaggressive classmates, in a nested procedure (mixed models). Results showed similar positive outcomes on all variables in both treatment groups, and higher compared with the control group. The discussion focuses on the strengths of each type of intervention. Aggr. Behav. 35:342–356, 2009. © 2009 Wiley‐Liss, Inc.