Direction of dependence in measurement error models

Methods to determine the direction of a regression line, that is, to determine the direction of dependence in reversible linear regression models (e.g., x→y vs. y→x), have experienced rapid development within the last decade. However, previous research largely rested on the assumption that the true predictor is measured without measurement error. The present paper extends the direction dependence principle to measurement error models. First, we discuss asymmetric representations of the reliability coefficient in terms of higher moments of variables and the attenuation of skewness and excess kurtosis due to measurement error. Second, we identify conditions where direction dependence decisions are biased due to measurement error and suggest method of moments (MOM) estimation as a remedy. Third, we address data situations in which the true outcome exhibits both regression and measurement error, and propose a sensitivity analysis approach to determining the robustness of direction dependence decisions against unreliably measured outcomes. Monte Carlo simulations were performed to assess the performance of MOM-based direction dependence measures and their robustness to violated measurement error assumptions (i.e., non-independence and non-normality). An empirical example from subjective well-being research is presented. The plausibility of model assumptions and links to modern causal inference methods for observational data are discussed.     

Bayesian latent variable models for the analysis of experimental psychology data

In this paper, we address the use of Bayesian factor analysis and structural equation models to draw inferences from experimental psychology data. While such application is non-standard, the models are generally useful for the unified analysis of multivariate data that stem from, e.g., subjects’ responses to multiple experimental stimuli. We first review the models and the parameter identification issues inherent in the models. We then provide details on model estimation via JAGS and on Bayes factor estimation. Finally, we use the models to re-analyze experimental data on risky choice, comparing the approach to simpler, alternative methods.     

Digital disruption? Maternal mobile device use is related to infant social‐emotional functioning

Mobile device use has become increasingly prevalent, yet its impact on infant development remains largely unknown. When parents use mobile devices in front of infants, the parent is physically present but most likely distracted and unresponsive. Research using the classic Still Face Paradigm (SFP) suggests that parental withdrawal and unresponsiveness may have negative consequences for children's social‐emotional development. In the present study, 50 infants aged 7.20 to 23.60 months (M = 15.40, SD = 4.74) and their mothers completed a modified SFP. The SFP consisted of three phases: free play (FP; parent and infant play and interact), still face (SF; parent withdraws attention and becomes unresponsive), and reunion (RU; parent resumes normal interaction). The modified SFP incorporated mobile device use in the SF phase. Parents reported on their typical mobile device use and infant temperament. Consistent with the standard SFP, infants showed more negative affect and less positive affect during SF versus FP. Infants also showed more toy engagement and more engagement with mother during FP versus SF and RU. Infants showed the most social bids during SF and more room exploration in SF than RU. More frequent reported mobile device use was associated with less room exploration and positive affect during SF, and less recovery (i.e., engagement with mother, room exploration positive affect) during RU, even when controlling for individual differences in temperament. Findings suggest that the SFP represents a promising theoretical framework for understanding the impact of parent's mobile device use on infant social‐emotional functioning and parent–infant interactions.     

Order,disorder, and the absolute: An experiment in dialogue

The first section of this dialogue is excerpted from an edited conversation between Sean Kelly and the late David Bohm, and focuses on the concepts of order, disorder, and the Absolute. The second section explores these concepts in greater depth, with Bohm maintaining the impossibility of absolute knowledge and the fundamental unintelligibility of the concept of disorder, preferring instead to speak of “orders of infinite degree” which emerge out of an “unknown ground.” Kelly responds by proposing the concept of “absolute knowing” as the cognitive process within which the concepts of order and disorder, the known and the Unknown are seen as dialectically related moments of the Absolute as complex whole. The third section is Edgar Morin's response to the preceding dialogue. He begins by outlining his views on the nature and limits of rationality, maintaining, with Bohm, the superiority of the “negative modality” of speaking about “being” or “reality.” In the second part, however, he proposes the notion of nature as “chaosmos,” which he understands as a creative “dialogic” of order, disorder, and organization.     

Treatment of parental children and their families: Conceptual and technical issues

Abstract

This article focuses on conceptual and technical issues in family systems treatment of children who are assigned burdensome parental responsibilities. Specifically, after considering the role behaviors and family context of these children, we present therapeutic problems that predictably emerge at different stages in the treatment process. Some implications of these observations for theorizing about the interrelation of individual and family systems processes are discussed.     

On the plasticity of the survival processing effect

Nairne, Thompson, and Pandeirada (2007) discovered a strong and rather general memory advantage for word material processed in a survival-related context. One possible explanation of this effect conceives survival processing as a special form of encoding: Nature specifically "tuned" our memory systems to process and remember fitness-relevant information. We tested this explanation by studying whether the survival processing effect is robust against encoding manipulations that do not affect the fitness relevance of information. Three experiments replicated a strong survival processing effect under standard conditions but showed that the mnemonic benefit of survival processing diminishes or even vanishes when participants focus on a single problem (Experiments 1 and 2) or technique (Experiment 3) of survival. We argue that it is not survival processing per se that facilitates recall but the richness and distinctiveness with which information is encoded.     

Fluent, fast, and frugal? A formal model evaluation of the interplay between memory, fluency, and comparative judgments

A new process model of the interplay between memory and judgment processes was recently suggested, assuming that retrieval fluency-that is, the speed with which objects are recognized-will determine inferences concerning such objects in a single-cue fashion. This aspect of the fluency heuristic, an extension of the recognition heuristic, has remained largely untested due to methodological difficulties. To overcome the latter, we propose a measurement model from the class of multinomial processing tree models that can estimate true single-cue reliance on recognition and retrieval fluency. We applied this model to aggregate and individual data from a probabilistic inference experiment and considered both goodness of fit and model complexity to evaluate different hypotheses. The results were relatively clear-cut, revealing that the fluency heuristic is an unlikely candidate for describing comparative judgments concerning recognized objects. These findings are discussed in light of a broader theoretical view on the interplay of memory and judgment processes.