Estimating confidence intervals for eigenvalues in exploratory factor analysis

Exploratory factor analysis (EFA) has become a common procedure in educational and psychological research. In the course of performing an EFA, researchers often base the decision of how many factors to retain on the eigenvalues for the factors. However, many researchers do not realize that eigenvalues, like all sample statistics, are subject to sampling error, which means that confidence intervals (CIs) can be estimated for each eigenvalue. In the present article, we demonstrate two methods of estimating CIs for eigenvalues: one based on the mathematical properties of the central limit theorem, and the other based on bootstrapping. References to appropriate SAS and SPSS syntax are included. Supplemental materials for this article may be downloaded from http://brm.psychonomic-journals.org/content/supplemental.     

The Dynamic Interaction of Personal Norms and Environment‐Friendly Buying Behavior: A Panel Study1

A deeper understanding of the attitude–norm–behavior relationship in the environmental field can be obtained by analyzing the dynamic interaction over time between relevant attitudinal variables and specific behaviors of interest. This article is based on a panel survey with a random sample of about 1,500 Danes interviewed up to 3 times in 1998 to 2000, regarding their purchase of organic food products. The panel analysis reveals that the stronger are consumers' personal norms about buying organic food products and the less they perceive organic products as expensive, the greater the likelihood that they change their purchase patterns in favor of organic products. Furthermore, one can observe significant cross‐lagged paths from past behavior to belief and norm variables.     

Exploring Diurnal Cortisol Rhythms of Kindergarten Teachers in Kosovo and Ukraine

Teachers’ stress is a dynamic combination of the individual teacher's characteristics and characteristics of the classroom and school environment. To date, there are limited studies on teachers’ stress in the context of lower‐middle‐income countries (LMICs), where working conditions as well as general political and economic circumstances might pose a considerable threat for teachers’ well‐being. This study explores whether certain combinations of individual and environmental experiences of teachers in LMICs may result in stress, assessed as patterns of diurnal cortisol rhythm. Participants were kindergarten teachers in Kosovo and Ukraine, two LMICs in Europe. Latent Profile Analysis identified three subgroups of teachers that significantly differed on teachers’ education and experience. Preliminary results of Latent Growth Modeling suggested differences between profiles in baseline waking cortisol and patterns of diurnal decline. Teachers in the profile that was characterized by the longest experience working in the field but the lowest level of education showed blunted cortisol in the morning and a flatter slope; a pattern that could indicate a maladaptive cortisol response. Future directions for studying stress processes among teachers in LMICs and implications for policy and practice on how to support teacher well‐being in low‐resource contexts are discussed.     

A naturalistic pilot study assessing the impact of assessment pathways and intake methods within Improving Access to Psychological Therapies services

Fast access pathways characterise many Improving Access to Psychological Therapy (IAPT) services, allowing them to see increasing numbers of referrals year on year. At the same time, emerging research is highlighting potential care inefficiencies, including early treatment disengagement, inappropriate treatment allocation, less than optimal clinical outcomes, and repeat referrals. Integrating more stratified models based on in‐depth and comprehensive assessment techniques which include some therapeutic input could help better target interventions. This could lead to improved engagement and clinical outcomes, while also providing enough therapeutic support to those attending one session only. This pilot study assesses the impact of assessment pathways and intake methods involving a 90‐min face‐to‐face therapeutic consultation, compared with a 45‐min over‐the‐phone assessment session across two IAPT providers in the south of England, and three assessment pathways involving elements of either method and service. Using an observational analysis of routinely collected data across 12 months, intake scores, attendance data and clinical measures of reliable recovery and improvement were considered. The comparisons of intake method reported no significant differences when both services were included; however, there were significant differences in treatment effect sizes and session attendance on an assessment pathway basis. Where assessment sessions were delivered, there was a higher rate of disengagement between sessions one and two, indicating increased attrition. Based on the initial findings and supporting literature, there appears to great promise in exploring pathway modelling and intake processes within IAPT services.     

The Activities of The Scandinavian Societies

Freud's concept of the death instinct has given rise to many different interpretations which have often been contradictory. It is in fact already possible to discern two diametrically opposite meanings of this concept in Freud's work from 1920—Beyond the Pleasure Principle—in which he first introduced the concept of the death instinct. In this paper, it is argued that both these meanings are relevant in describing psychical life, although only one of these meanings actually qualifies for the concept “death instinct”. Beyond the Pleasure Principle was written in order to try to understand some everyday, as well as clinical phenomena which could not be explained by the so-called pleasure principle. Freud postulated something beyond the pleasure principle, which initially seemed to have to do with binding energy. I will preserve this idea and attempt to develop it within the context of a phenomenological analysis of time. The temporalization of the subject involves a very basic affirmation of existence, in that the subject experiences something constant, something that can be said to possess the quality of a gestalt. I propose that that which is beyond the pleasure principle—this binding of energy—should be understood as the opposite of the idea of a primordial death instinct striving towards death. In this case, that which is beyond the pleasure principle reflects an original affirmation of existence, which could be said to correspond to Freud's first meaning of the death instinct. The second meaning—for which the name “death instinct” seems to be applicable—concerns the discharge of energy, which from a temporal point of view shows itself as a tendency to dissolution. The concept of the death instinct in its various meanings is discussed in connection with phenomenological reflections on time, which is a different approach from Freud's attempt to ground the death instinct in biology.     

Quantifying Idiodynamics: A Process Approach to Personality Psychology

Rosenzweig's (1950) concept of idiodynamics is presented, and the importance of time in applied idiodynamics is stressed. Time-series analyses are proposed as one method for realizing the potential of idiodynamics for understanding and modeling individual lives. Building on this, and incorporating Cattell's (1966) notion of the data box, a process approach to personality research is proposed. This approach begins with idiodynamic analyses at the level of individual lives in an effort to identify patterns or themes, then proceeds to examine individual differences in the patterns or themes so identified. Examples of applying this process approach to personality questions are provided. These include identification of cycles in daily moods, assessing the link between each individual's moods and the events in his/her daily life, and the relation between repressive coping style and the experience of and memory for affect-charged life events. Conclusions emphasize how this approach can retain the appeal of the dynamic while maintaining the precision and rule-governed discourse afforded by quantification.     

Can people feel happy and sad at the same time?

The authors investigated whether people can feel happy and sad at the same time. J. A. Russell and J. M. Carroll's (1999) circumplex model holds that happiness and sadness are polar opposites and, thus, mutually exclusive. In contrast, the evaluative space model (J. T. Cacioppo & G. G. Berntson, 1994) proposes that positive and negative affect are separable and that mixed feelings of happiness and sadness can co-occur. The authors both replicated and extended past research by showing that whereas most participants surveyed in typical situations felt either happy or sad, many participants surveyed immediately after watching the film Life Is Beautiful, moving out of their dormitories, or graduating from college felt both happy and sad. Results suggest that although affective experience may typically be bipolar, the underlying processes, and occasionally the resulting experience of emotion, are better characterized as bivariate.     

Positive psychology progress: empirical validation of interventions

Positive psychology has flourished in the last 5 years. The authors review recent developments in the field, including books, meetings, courses, and conferences. They also discuss the newly created classification of character strengths and virtues, a positive complement to the various editions of the Diagnostic and Statistical Manual of Mental Disorders (e. g., American Psychiatric Association, 1994), and present some cross-cultural findings that suggest a surprising ubiquity of strengths and virtues. Finally, the authors focus on psychological interventions that increase individual happiness. In a 6-group, random-assignment, placebo-controlled Internet study, the authors tested 5 purported happiness interventions and 1 plausible control exercise. They found that 3 of the interventions lastingly increased happiness and decreased depressive symptoms. Positive interventions can supplement traditional interventions that relieve suffering and may someday be the practical legacy of positive psychology.