How honest are the signals? A protocol for validating wearable sensors

There is growing interest among organizational researchers in tapping into alternative sources of data beyond self-reports to provide a new avenue for measuring behavioral constructs. Use of alternative data sources such as wearable sensors is necessary for developing theory and enhancing organizational practice. Although wearable sensors are now commercially available, the veracity of the data they capture is largely unknown and mostly based on manufacturers’ claims. The goal of this research is to test the validity and reliability of data captured by one such wearable badge (by Humanyze) in the context of structured meetings where all individuals wear a badge for the duration of the encounter. We developed a series of studies, each targeting a specific sensor of this badge that is relevant for structured meetings, and we make specific recommendations for badge data usage based on our validation results. We have incorporated the insights from our studies on a website that researchers can use to conduct validation tests for their badges, upload their data, and assess the validity of the data. We discuss this website in the corresponding studies.     

Teachers’ Knowledge of Evidence-Based Interventions and Available School Resources for Children with Emotional and Behavioral Problems

School professionals need to be prepared to support children with emotional and behavioral problems. Teachers in particular should be aware of the resources provided by their school as well as the evidence-based practices available to support children with behavioral problems. This study explored general education teachers’ knowledge of 10 evidence-based interventions as well as resources and data collected at their schools to support children with mental health problems. Participants included 239 general educators from 5 school districts. Overall, most teachers had not heard of 9 out of 10 of the evidence-based programs presented. Teachers were also not sure whether their schools provided specific assessments and interventions to support children. One particularly noteworthy finding was that 57% of teachers were not sure whether their schools provided functional behavioral assessment and intervention planning. Findings illuminate a need for continued work in this area.     

Maternal Reports of Play Dates of Clinic Referred and Community Children

Recent interventions have focused upon play dates as a means to improve friendships. However, no measures have been published which quantify play date quality. An important characteristic of play dates in this regard may be the amount of conflict. We present the development of such a measure. We compare maternal reports of play dates for 112 community subjects with 48 subjects referred for peer problems (mean age = 8.7 years). We found that clinic–referred subjects had significantly fewer hosted and invited play dates than the community subjects. The mean conflict on play dates was significantly lower for the community subjects than for the clinic-referred subjects. We obtained significant correlations between conflict on play dates and measures of problem behaviors. Our results support the position that conflict on play dates is an important area to target in social skills training programs. The scale may prove useful to clinicians and researchers by facilitating screening and assessing interventions directed towards improving play dates.     

Emotion Regulation and Stress

This paper examines the similarities and differences between emotion regulation and stress coping and reviews research that suggests that the association between emotion regulation and stress may be explained by the common neural structures. Developmental changes related to emotion regulation and stress are also discussed. Overall, the research suggests that individuals vary in their ability to regulate emotions and cope with stress, and these abilities may differ across age. Little is known, however, about the factors that influence individual differences in emotion regulation and stress coping. We suggest that behavioral genetic designs may be an important avenue for future research. Such research would indicate the extent to which variation in emotion regulation and stress are due to genetic and/or environmental influences and further the extent to which common genetic and/or environmental factors explain the links between emotion regulation and stress.     

Can Blended Classroom and Distributed Learning Approaches be Used to Teach Medical Students How to Initiate Behavior Change Counseling During a Clinical Clerkship?

Medical school curricula often provide insufficient time and instruction for health behavior change counseling. We examined the feasibility of blending classroom and distributed learning experiences to teach medical students how to initiate health behavior change counseling and analyzed the impact of this approach on their attitudes, knowledge, and skills. Usage patterns and pre- to post-class attitude and knowledge changes were assessed with self-report questions among 153 third year family medicine clerkship students. Most students viewed at least 90% of the online written content and took an average of 41 min (SD = 24 min 35 s) to view all of the content. Students’ confidence in their ability to help patients change unhealthy behaviors significantly improved (p < .01). The blended learning curriculum facilitated learning of behavior change skills, encouraged interaction with course materials, and improved medical students’ self confidence for using health behavior change skills.     

The Current State of Intervention Research for Posttraumatic Stress Disorder Within the Primary Care Setting

Posttraumatic Stress Disorder (PTSD) is common among primary care patients and is associated with significant functional impairment, physical health concerns, and mental health comorbidities. Significant barriers to receiving adequate treatment often exist for primary care patients with PTSD. Mental health professionals operating as part of the primary care team have the potential to provide effective brief intervention services. While good PTSD screening and assessment measures are available for the primary care setting, there are currently no empirically supported primary care-based brief interventions for PTSD. This article reviews early research on the development and testing of primary care-based PTSD treatments and also reviews other brief PTSD interventions (i.e., telehealth and early intervention) that could be adapted to the primary care setting. Cognitive and behavioral therapies currently have the strongest evidence base for establishing an empirically supported brief intervention for PTSD in primary care. Recommendations are made for future research and clinical practice.     

The Impact of Perceptions of Health Control and Coping Modes on Negative Affect Among Individuals with Spinal Cord Injuries

A wide range of demographic, medical, and personality and coping variables have been implicated as predictors of psychosocial outcomes following the onset of spinal cord injuries (SCI). The primary purpose of this study was to examine the role that perceptions of health control (internality, chance-determined, and other persons-determined) and coping strategies play in predicting respondents’ negative affect, namely, reactions of depression and anxiety [i.e., posttraumatic stress disorder (PTSD)], as outcomes of psychosocial adaptation to disability. A second purpose was to investigate the potential role that time since injury (TSI) plays in moderating the influence of coping on psychosocial outcomes related to SCI. Ninety five survivors of SCI participated in the study by completing a battery of self-report measures. Two sets of multiple regression analyses were employed to address the study’s goals. Findings indicated that after controlling the influence of gender, age, time since injury, and number of prior life traumas: (a) the use of disengagement coping successfully predicted both respondents’ levels of depression and PTSD; (b) none of the perceptions of control of one’s health significantly influenced psychosocial reactions to SCI, as indicated by depression and PTSD, although perceptions of chance control showed a moderate positive trend; and (c) time since injury did not moderate the relationships between coping and negative affect related to the onset of SCI. The implications of these findings to rehabilitation professionals are discussed.     

Maternal Depression and Child Psychopathology: A Meta-Analytic Review

Although the association between maternal depression and adverse child outcomes is well established, the strength of the association, the breadth or specificity of the outcomes, and the role of moderators are not known. This information is essential to inform not only models of risk but also the design of preventive interventions by helping to identify subgroups at greater risk than others and to elucidate potential mechanisms as targets of interventions. A meta-analysis of 193 studies was conducted to examine the strength of the association between mothers’ depression and children’s behavioral problems or emotional functioning. Maternal depression was significantly related to higher levels of internalizing, externalizing, and general psychopathology and negative affect/behavior and to lower levels of positive affect/behavior, with all associations small in magnitude. These associations were significantly moderated by theoretically and methodologically relevant variables, with patterns of moderation found to vary somewhat with each child outcome. Results are interpreted in terms of implications for theoretical models that move beyond main effects models in order to more accurately identify which children of depressed mothers are more or less at risk for specific outcomes.     

Epistemic Objects as Interactive Loci

Contemporary process metaphysics has achieved a number of important results, most significantly in accounting for emergence, a problem on which substance metaphysics has foundered since Plato. It also faces trenchant problems of its own, among them the related problems of boundaries and individuation. Historically, the quest for ontology may thus have been largely responsible for the persistence of substance metaphysics. But as Plato was well aware, an ontology of substantial things raises serious, perhaps insurmountable problems for any account of our epistemic access to such things. Physical things are subject to change, and as such, they are poor objects of knowledge—if knowledge is to be more reliable than mere opinion. There is a reading of Plato’s Theaetetus on which knowledge may be understood as a relation between an epistemic subject and a logos, where logoi are intrinsically dialectical, and where dialectic is a kind of intersubjective activity. Insofar as this epistemology may be attributed to Plato, the project of this paper is Platonic in spirit. It is also, in a sense, Kantian, in that it divorces ontology from the search for things-in-themselves, redirecting our attention from things to objects: epistemic objects. Such objects can be understood, as Maurice Merleau-Ponty proposed, as shared by multiple subjects by virtue of their participation in an intersubjective world, constituted by what Shaun Gallagher calls “participatory sense-making.” On an epistemology constructed in this way, the fact that both epistemic objects and their subject are mutable is no obstacle to knowledge. Far-from-equilibrium systems are forever mutable; at thermodynamic equilibrium, there would be neither subject, nor object. Epistemic objects, on this picture, are metastable loci of interactive potential.     

Principal self-efficacy and work engagement: assessing a Norwegian Principal Self-Efficacy Scale

One purpose of the present study was to develop and test the factor structure of a multidimensional and hierarchical Norwegian Principal Self-Efficacy Scale (NPSES). Another purpose of the study was to investigate the relationship between principal self-efficacy and work engagement. Principal self-efficacy was measured by the 22-item NPSES. Work engagement was measured by a modified version of the Utrecht Work Engagement Scale (UWES). The participants in the study were 300 principals randomly drawn from the population of Norwegian principals. Data were collected by means of an electronic questionnaire. Both the NPSES and the UWES were investigated through confirmatory factor analyses (CFA) before two structural equation models were tested. Both models specified principal self-efficacy as an exogenous variable and work engagement as an endogenous variable. The data were analyzed by means of a SEM analysis for latent variables using the AMOS 18 program. Three different models of NPSES were tested. Both a first- and second-order CFA confirmed that principal self-efficacy constitutes eight dimensions. Furthermore, both structural models had an acceptable fit to data and revealed that principal self-efficacy was positively related to work engagement. The results of the study are discussed together with limitations and suggestions for further research.