Search results for "Causality"
showing 10 items of 258 documents
Developmental and content effects in reasoning with causal conditionals.
2002
Abstract Two predictions derived from Markovits and Barrouillet's (2001) developmental model of conditional reasoning were tested in a study in which 72 twelve-year-olds, 80 fifteen-year-olds, and 104 adults received a paper-and-pencil test of conditional reasoning with causal premises (“if cause P then effect Q”). First, we predicted that conditional premises would induce more correct uncertainty responses to the Affirmation of the consequent and Denial of the antecedent forms when the antecedent term is weakly associated to the consequent than when the two are strongly associated and that this effect would decrease with age. Second, uncertainty responding to the Denial of the antecedent f…
Lateralization of directional brain-heart information transfer during visual emotional elicitation
2019
Previous studies have characterized the physiological interactions between central nervous system (brain) and peripheral cardiovascular system (heart) during affective elicitation in healthy subjects; however, questions related to the directionality of this functional interplay have been gaining less attention from the scientific community. Here, we explore brain-heart interactions during visual emotional elicitation in healthy subjects using measures of Granger causality (GC), a widely used descriptor of causal influences between two dynamical systems. The proposed approach inferences causality between instantaneous cardiovagal dynamics estimated from inhomogeneous point-process models of…
Physical injury and depression in six low- and middle-income countries: A nationally representative study.
2019
BACKGROUND: Studies on the association between physical injury and depression in low- and middle-income countries (LMICs) are scarce. Therefore, our goal was to analyze the association between physical injury and depression using nationally representative data from six LMICs. METHODS: Cross-sectional data from the Study on Global Ageing and Adult Health (SAGE) survey (2007-2010) were analyzed (N?=?42,489). Questions based on the World Mental Health Survey version of the Composite International Diagnostic Interview were used for the endorsement of past 12-month DSM-IV depression. Any injury in our analysis referred to having experienced traffic injury or other injury in the past 12 months. M…
Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals
2004
Although the concept of transfer function is intrinsically related to an input-output relationship, the traditional and widely used estimation method merges both feedback and feedforward interactions between the two analyzed signals. This limitation may endanger the reliability of transfer function analysis in biological systems characterized by closed loop interactions. In this study, a method for estimating the transfer function between closed loop interacting signals was proposed and validated in the field of cardiovascular and cardiorespiratory variability. The two analyzed signals x and y were described by a bivariate autoregressive model, and the causal transfer function from x to y w…
Cardiovascular control and time domain granger causality: Insights from selective autonomic blockade
2013
We studied causal relations among heart period (HP), systolic arterial pressure (SAP) and respiration (R) according to the definition of Granger causality in the time domain. Autonomic pharmacological challenges were used to alter the complexity of cardiovascular control. Atropine (AT), propranolol and clonidine (CL) were administered to block muscarinic receptors, β-adrenergic receptors and centrally sympathetic outflow, respectively. We found that: (i) at baseline, HP and SAP interacted in a closed loop with a dominant causal direction from HP to SAP; (ii) pharmacological blockades did not alter the bidirectional closed-loop interactions between HP and SAP, but AT reduced the dominance of…
Health promotion in young people: Identifying the predisposing factors of self-care health habits
2018
Unhealthy behaviors are strongly associated with chronic diseases, disabilities, or mortality. Identifying the predisposing factors that influence on self-care healthy habits will improve an early detection of high-risk groups. Four hundred and sixty-six Spanish young people aged 18–25 years were assessed. Global perceived health self-care was predicted by Value of health and Conscientiousness, both in females ( R2 = 0.185; F = 29.661; p < 0.001) and males ( R2 = 0.154; F = 17.849; p < 0.001). The results have shown gender differences in health self-care habits. Health promotion policies should include specific health consciousness-based strategies.
Predisposing, Enabling and Reinforcing Factors Associated with Smoking Relapse among Hospital Workers
2013
Objectives: A better identification of the determinants of smoking relapse among hospital workers would be helpful in development of more effective interventions to decrease the frequency of relapses in this group. The aim of this study was to determine the predisposing enabling, and reinforcing factors associated with smoking relapse among workers at a university hospital. Methods: This was a case-control study based on a self-administered and structured questionnaire. Cases were all those workers who had relapsed after at least 6 months without smoking, and controls were ex-smokers without relapse for more than 6 months. We obtained the following information: sociode- mographic and tobacc…
Lag-specific transfer entropy as a tool to assess cardiovascular and cardiorespiratory information transfer
2014
In the study of interacting physiological systems, model-free tools for time series analysis are fundamental to provide a proper description of how the coupling among systems arises from the multiple involved regulatory mechanisms. This study presents an approach which evaluates direction, magnitude, and exact timing of the information transfer between two time series belonging to a multivariate dataset. The approach performs a decomposition of the well-known transfer entropy (TE) which achieves 1) identifying, according to a lag-specific information-theoretic formulation of the concept of Granger causality, the set of time lags associated with significant information transfer, and 2) assig…
Greater university identification - but not greater contact - leads to more life satisfaction: evidence from a Spanish longitudinal study
2018
Background: A growing body of literature has highlighted the relationship between group identification (a subjective sense of belonging to one’s social group, coupled with a subjective sense of commonality with the group’s members) and wellbeing. However, little of this work is longitudinal, and few studies address reciprocal causality or control for intensity of contact with fellow group members.\ud \ud Method: We investigated the effect of university identification on satisfaction with life (SWL) over time (and vice versa) in 216 Spanish undergraduates, with seven months between T1 and T2. \ud Results: While greater university identification T1 predicted higher SWL T2, SWL T1 did not pred…
Quantifying Net Synergy/Redundancy of Spontaneous Variability Regulation via Predictability and Transfer Entropy Decomposition Frameworks.
2017
Objective: Indexes assessing the balance between redundancy and synergy were hypothesized to be helpful in characterizing cardiovascular control from spontaneous beat-to-beat variations of heart period (HP), systolic arterial pressure (SAP), and respiration (R). Methods: Net redundancy/synergy indexes were derived according to predictability and transfer entropy decomposition strategies via a multivariate linear regression approach. Indexes were tested in two protocols inducing modifications of the cardiovascular regulation via baroreflex loading/unloading (i.e., head-down tilt at −25° and graded head-up tilt at 15°, 30°, 45°, 60°, 75°, and 90°, respectively). The net redundancy/synergy of …