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1.
Sensors (Basel) ; 24(13)2024 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-39000988

RESUMEN

Virtual Reality is an effective technique for eliciting emotions. It provides immersive and ecologically valid emotional experiences while maintaining experimental control. Recently, novel VR forms like 360° videos have been used successfully for emotion elicitation. Some preliminary databases of 360° videos for emotion elicitation have been proposed, but they tapped mainly into an emotional dimensional approach and did not include a concurrent physiological assessment of an emotional profile. This study expands on these databases by combining dimensional and discrete approaches to validate a new set of 360° emotion-inducing images. Twenty-six participants viewed 46 immersive images, and their emotional reactions were measured using self-reporting, psychophysiological signals, and eye tracking. The IAVRS database can successfully elicit a wide range of emotional responses, including both positive and negative valence, as well as different levels of arousal. Results reveal an important correspondence between the discrete and dimensional models of emotions. Furthermore, the images that exhibit convergence between the dimensional and discrete emotional models are particularly impactful regarding arousal and valence values. The IAVRS database provides insights into potential relationships between physiological parameters and emotional responses. This preliminary investigation highlights the complexity of emotional elicitation processes and their physiological correlates, suggesting the need for further research to deepen our understanding.


Asunto(s)
Emociones , Psicometría , Psicofisiología , Realidad Virtual , Humanos , Emociones/fisiología , Masculino , Femenino , Adulto , Psicometría/métodos , Psicofisiología/métodos , Adulto Joven , Nivel de Alerta/fisiología
2.
Psychophysiology ; 61(9): e14604, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38873876

RESUMEN

This Committee Report provides methodological, interpretive, and reporting guidance for researchers who use measures of heart rate (HR) and heart rate variability (HRV) in psychophysiological research. We provide brief summaries of best practices in measuring HR and HRV via electrocardiographic and photoplethysmographic signals in laboratory, field (ambulatory), and brain-imaging contexts to address research questions incorporating measures of HR and HRV. The Report emphasizes evidence for the strengths and weaknesses of different recording and derivation methods for measures of HR and HRV. Along with this guidance, the Report reviews what is known about the origin of the heartbeat and its neural control, including factors that produce and influence HRV metrics. The Report concludes with checklists to guide authors in study design and analysis considerations, as well as guidance on the reporting of key methodological details and characteristics of the samples under study. It is expected that rigorous and transparent recording and reporting of HR and HRV measures will strengthen inferences across the many applications of these metrics in psychophysiology. The prior Committee Reports on HR and HRV are several decades old. Since their appearance, technologies for human cardiac and vascular monitoring in laboratory and daily life (i.e., ambulatory) contexts have greatly expanded. This Committee Report was prepared for the Society for Psychophysiological Research to provide updated methodological and interpretive guidance, as well as to summarize best practices for reporting HR and HRV studies in humans.


Asunto(s)
Electrocardiografía , Frecuencia Cardíaca , Psicofisiología , Humanos , Frecuencia Cardíaca/fisiología , Psicofisiología/normas , Psicofisiología/métodos , Fotopletismografía , Sistema Nervioso Autónomo/fisiología , Guías como Asunto/normas
3.
Biol Futur ; 75(1): 117-128, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38607546

RESUMEN

Forty-five years have passed since the first publication of the mismatch negativity (MMN) event-related brain potential (ERP) component. The first 10 years of research hardly gained any particular attention of the scientific community interested in acoustic perception. Debates on the nature of sensation versus perception were going on, and the technical possibilities to record ERPs, called in general evoked potentials, were very limited. Subtle changes in pure tone frequency or intensity giving rise to the MMN component were first investigated in humans. The background of the theoretical model developed by Risto Näätänen was the orientation reaction model of E.N. Sokolov published in 1963 so that the MMN was seen first as an electrophysiological correlate of auditory change detection. This fundamental ability of the auditory system seen as crucial for survival led to the development of the first animal model of the MMN (Csépe et al. in Clin Neurophysiol 66: 571-578, 1987). Indeed, it was confirmed that the MMN was the brain correlate of subtle changes detected that might alert to potential threats in the environment and direct the behavioral orientation. The investigations performed after 2000 introduced complex models and more sophisticated methods, both in animal and human studies, so that the MMN method was on the way to become a tool on the first place and not the main goal of research. This approach was further strengthened by the increasing number of studies on different clinical populations aiming at future applications. The aim of our review is to describe and redefine what the MMN may reflect in auditory perception and to show why and how this brain correlate of changes in the auditory scene can be used as a valuable tool in cognitive neuroscience research. We refer to publications selected to underly the argument the MMN cannot be classified anymore as a sign of simple change detection and not all the indicators used to confirm how genuine the MMN elicited by variations of tones are valid for those to  speech contrasts. We provide a fresh view on the broadly used MMN models, provided by some influential publications as well as on the unwritten history of MMN research aiming to give revised picture on what the MMN may truly reflect. We show how the focus and terminology of the MMN research have changed and what kind of misunderstandings and seemingly contradictive results prevent the MMN community to accept a generally usable cognitive model.


Asunto(s)
Percepción Auditiva , Potenciales Evocados Auditivos , Humanos , Percepción Auditiva/fisiología , Potenciales Evocados Auditivos/fisiología , Psicofisiología/métodos , Encéfalo/fisiología , Animales , Historia del Siglo XX , Historia del Siglo XXI , Estimulación Acústica/métodos , Electroencefalografía/métodos
4.
Int J Psychophysiol ; 197: 112311, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38296000

RESUMEN

Psychophysiological research is an inherently complex undertaking due to the nature of the data, and its analysis is characterized by many decision points that shape the final dataset and a study's findings. These decisions create a "multiverse" of possible outcomes, and each decision from study conceptualization to statistical analysis can lead to different results and interpretations. This review describes the concept of multiverse analyses, a methodological approach designed to understand the impact of different decisions on the robustness of a study's findings and interpretation. The emphasis is on transparently showcasing different reasonable approaches for constructing a final dataset and on highlighting the influence of various decision points, from experimental design to data processing and outcome selection. For example, the choice of an experimental task can significantly impact event-related brain potential (ERP) scores or skin conductance responses (SCRs), and different tasks might elicit unique variances in each measure. This review underscores the importance of transparently embracing the flexibility inherent in psychophysiological research and the potential consequences of not understanding the fragility or robustness of experimental findings. By navigating the intricate terrain of the psychophysiological multiverse, this review serves as an introduction, helping researchers to make informed decisions, improve the collective understanding of psychophysiological findings, and push the boundaries of the field.


Asunto(s)
Potenciales Evocados , Psicofisiología , Humanos , Psicofisiología/métodos , Potenciales Evocados/fisiología , Encéfalo , Proyectos de Investigación
5.
Phys Eng Sci Med ; 46(4): 1573-1588, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37644362

RESUMEN

In recent decades, an increasing number of studies on psychophysiology and, in general, on clinical medicine has employed the technique of facial thermal infrared imaging (IRI), which allows to obtain information about the emotional and physical states of the subjects in a completely non-invasive and contactless fashion. Several regions of interest (ROIs) have been reported in literature as salient areas for the psychophysiological characterization of a subject (i.e. nose tip and glabella ROIs). There is however a lack of studies focusing on the functional correlation among these ROIs and about the physiological basis of the relation existing between thermal IRI and vital signals, such as the electrodermal activity, i.e. the galvanic skin response (GSR). The present study offers a new methodology able to assess the functional connection between salient seed ROIs of thermal IRI and all the pixel of the face. The same approach was also applied considering as seed signal the GSR and its phasic and tonic components. Seed correlation analysis on 63 healthy volunteers demonstrated the presence of a common pathway regulating the facial thermal functionality and the electrodermal activity. The procedure was also tested on a pathological case study, finding a completely different pattern compared to the healthy cases. The method represents a promising tool in neurology, physiology and applied neurosciences.


Asunto(s)
Neurociencias , Psicofisiología , Humanos , Psicofisiología/métodos , Respuesta Galvánica de la Piel , Diagnóstico por Imagen , Frente
6.
Biosystems ; 210: 104549, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34562509

RESUMEN

Motivated by two imperatives as they are framed in Code Biology - mechanism and actualization - we have turned to other attempts of modeling life at work. Here, we present two theories devoted to minds in action - one explains neuronal function, and the other dissects poetic crafting. Neuronal networks activation and poetic composition, respectively, are seen as the selection of specific connective patterns of either neurons or words, in action. Gerald Edelman, as a scientist, has generalized the Darwinian ideas of variation and selection to the cellular level in his "Sciences of Recognition", a broader theoretical framework that includes the "Theory of Neuronal Group Selection" (TGNS) analyzed here. Paul Valéry, as a poet, has reconciled inspiration and technique in what he has called "works of the mind", the creative processes mediated by sensing and making sense, in the "Poetic Theory" we present here he advances the mechanisms of artistic composition. We have identified the main ideas conveyed in these two theories, i.e., variation and selection, integration and differentiation, ambiguity and degeneracy, binding and blending, stasis and semiosis, by pairing and comparing textual fragments from the authors. We show that TGNS and the Theory of Poetic Action reconcile Sciences and Arts by recognizing that Natural Selection is a mechanism implied by formative acts in both scenarios and discuss to which extent Natural Convention - the main contribution of Code Biology - is integrated by the two thinkers.


Asunto(s)
Encéfalo/fisiología , Neuronas/fisiología , Poesía como Asunto , Selección Genética/fisiología , Pensamiento/fisiología , Biología Celular , Humanos , Psicofisiología/métodos , Psicofisiología/tendencias
8.
PLoS One ; 16(6): e0252622, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34125863

RESUMEN

In recent decades reported findings regarding gender differences in reading achievement, cognitive abilities and maturation process in boys and girls are conflicting. As reading is one of the most important processes in the maturation of an individual, the aim of the study was to better understand gender differences between primary school students. The study evaluates differences in Heart Rate Variability (HRV), Electroencephalography (EEG), Electrodermal Activities (EDA) and eye movement of participants during the reading task. Taking into account that colour may affect reading skills, in that it affects the emotional and physiological state of the body, the research attempts to provide a better understanding of gender differences in reading through examining the effect of colour, as applied to reading content. The physiological responses of 50 children (25 boys and 25 girls) to 12 different background and overlay colours of reading content were measured and summarised during the reading process. Our findings show that boys have shorter reading duration scores and a longer Saccade Count, Saccade Duration Total, and Saccade Duration Average when reading on a coloured background, especially purple, which could be caused by their motivation and by the type of reading task. Also, the boys had higher values for the Delta band and the Whole Range of EEG measurements in comparison to the girls when reading on coloured backgrounds, which could reflect the faster maturation of the girls. Regarding EDA measurements we did not find systematic differences between groups either on white or on coloured/overlay background. We found the most significant differences arose in the HRV parameters, namely (SDNN (ms), STD HR (beats/min), RMSSD (ms), NN50 (beats), pNN50 (%), CVRR) when children read the text on coloured/overlay backgrounds, where the girls showed systematically higher values on HRV measurements in comparison to the boys, mostly with yellow, red, and orange overlay colours.


Asunto(s)
Percepción de Color/fisiología , Color , Lectura , Estudiantes/estadística & datos numéricos , Niño , Electrocardiografía/instrumentación , Electrocardiografía/métodos , Electrocardiografía/estadística & datos numéricos , Electroencefalografía/instrumentación , Electroencefalografía/métodos , Electroencefalografía/estadística & datos numéricos , Movimientos Oculares/fisiología , Femenino , Respuesta Galvánica de la Piel/fisiología , Humanos , Masculino , Psicofisiología/instrumentación , Psicofisiología/métodos , Psicofisiología/estadística & datos numéricos , Movimientos Sacádicos/fisiología , Factores Sexuales , Factores de Tiempo
9.
PLoS One ; 16(3): e0247246, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33711022

RESUMEN

Anxiety influences how individuals experience and regulate emotions in a variety of ways. For example, individuals with lower anxiety tend to cognitively reframe (reappraise) negative emotion and those with higher anxiety tend to suppress negative emotion. Research has also investigated these individual differences with psychophysiology. These lines of research assume coherence between how individuals regulate outside the laboratory, typically measured with self-report, and how they regulate during an experiment. Indeed, performance during experiments is interpreted as an indication of future behavior outside the laboratory, yet this relationship is seldom directly explored. To address this gap, we computed psychophysiological profiles of uninstructed (natural) regulation in the laboratory and explored the coherence between these profiles and a) self-reported anxiety and b) self-reported regulation tendency. Participants viewed negative images and were instructed to reappraise, suppress or naturally engage. Electrodermal and facial electromyography signals were recorded to compute a multivariate psychophysiological profile of regulation. Participants with lower anxiety exhibited similar profiles when naturally regulating and following instructions to reappraise, suggesting they naturally reappraised more. Participants with higher anxiety exhibited similar profiles when naturally regulating and following instructions to suppress, suggesting they naturally suppressed more. However, there was no association between self-reported reappraisal or suppression tendency and psychophysiology. These exploratory results indicate that anxiety, but not regulation tendency, predicts how individuals regulate emotion in the laboratory. These findings suggest that how individuals report regulating in the real world does not map on to how they regulate in the laboratory. Taken together, this underscores the importance of developing emotion-regulation interventions and paradigms that more closely align to and predict real-world outcomes.


Asunto(s)
Ansiedad/psicología , Regulación Emocional/fisiología , Adolescente , Ansiedad/fisiopatología , Trastornos de Ansiedad/fisiopatología , Trastornos de Ansiedad/psicología , Emociones/fisiología , Femenino , Humanos , Individualidad , Laboratorios , Masculino , Proyectos Piloto , Psicofisiología/métodos , Autoinforme , Adulto Joven
10.
Psychophysiology ; 58(4): e13760, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33438245

RESUMEN

Interoception, or the sense of the internal state of the body, is hypothesized to be essential for a wide range of psychobiological processes and the development and perpetuation of several (mental) health problems. However, the study of interoceptive accuracy, the objectively measured capacity to detect or discriminate conscious bodily signals, has been hampered by the use of tasks with questionable construct validity and is often limited to studying interoception solely in the cardiac domain. We developed a novel task to measure interoceptive accuracy in the respiratory domain, the respiratory occlusion discrimination (ROD) task. In this task, interoceptive accuracy is defined as an individual's ability to detect small differences in lengths of short respiratory occlusions, assessed by means of an adaptive staircase procedure. This article describes a validation study (N = 97) aimed at investigating the internal consistency, test-retest reliability, and discriminant validity of the ROD task. The average just noticeable difference of lengths of respiratory occlusion was 74.22 ms, with large inter-individual variability (SD = 37.1 ms). The results of the validation study indicate acceptable internal consistency (Cronbach's alpha = 0.70), 1-week test-retest reliability (r = 0.53), and discriminant validity, as indicated by a lack of correlation between the ROD task and an auditory discrimination task with identical design (r = 0.18), and a weak correlation with breathing behavior (r = -0.27). The ROD task is a promising novel paradigm to study interoceptive accuracy and its role in various psychobiological processes and disorders.


Asunto(s)
Discriminación en Psicología/fisiología , Interocepción/fisiología , Psicofisiología/métodos , Frecuencia Respiratoria/fisiología , Adulto , Percepción Auditiva/fisiología , Femenino , Frecuencia Cardíaca/fisiología , Humanos , Masculino , Psicofisiología/normas , Reproducibilidad de los Resultados , Adulto Joven
11.
Psychophysiology ; 58(4): e13762, 2021 04.
Artículo en Inglés | MEDLINE | ID: mdl-33475156

RESUMEN

In studies of event-related brain potentials (ERPs), difference scores between conditions in a task are frequently used to isolate neural activity for use as a dependent or independent variable. Adequate score reliability is a prerequisite for studies examining relationships between ERPs and external correlates, but there is no extensive treatment on the suitability of the various available approaches to estimating difference score reliability that focus on ERP research. In the present study, we provide formulas from classical test theory and generalizability theory for estimating the internal consistency of subtraction-based and residualized difference scores. These formulas are then applied to error-related negativity (ERN) and reward positivity (RewP) difference scores from the same sample of 117 participants. Analyses demonstrate that ERN difference scores can be reliable, which supports their use in studies of individual differences. However, RewP difference scores yielded poor reliability due to the high correlation between the constituent reward and non-reward ERPs. Findings emphasize that difference score reliability largely depends on the internal consistency of constituent scores and the correlation between those scores. Furthermore, generalizability theory yields more suitable estimates of internal consistency for subtraction-based difference scores than classical test theory. We conclude that ERP difference scores can show adequate reliability and be useful for isolating neural activity in studies of individual differences.


Asunto(s)
Electroencefalografía/normas , Potenciales Evocados/fisiología , Psicometría/normas , Psicofisiología/normas , Adulto , Variación Biológica Poblacional , Electroencefalografía/métodos , Humanos , Modelos Teóricos , Psicometría/métodos , Psicofisiología/métodos , Reproducibilidad de los Resultados
12.
J Obstet Gynaecol ; 41(2): 217-223, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-32314633

RESUMEN

The causes of fear of childbirth and the factors that affect it are not fully explained. The aim of this study was to investigate the relationship between fear of childbirth in pregnant women and anxiety sensitivity and somatosensory amplification. The study included 100 healthy pregnant women who were admitted to the Obstetrics and Gynaecology Department of a tertiary hospital in Turkey at 28-40 weeks of gestation. Sociodemographic Data Form, Anxiety Sensitivity Index (ASI), Somatosensory Amplification Scale (SSAS), Spielberger State and Trait Anxiety Inventory (STAI), Wijma Expectancy/Experience Scale (W-DEQ) were applied to all cases. The mean age of the pregnant women included in the study was 29.20 ± 6.17 years, and 82% of them had high fear of childbirth. It was determined that factors such as age, education status, occupation, prior pregnancy experience, the number of pregnancies, miscarriage history, and abortion experience had no significant effect on the fear of childbirth. It was observed that there was a weak positive correlation between the fear of childbirth and the anxiety sensitivity and the amplification of somatosensory symptoms. According to the findings of our study, as the fear of childbirth increases, anxiety sensitivity, and somatosensory amplification increase. For this reason, it is crucial to carefully monitor prenatal anxiety, somatosensory amplification and the fear of childbirth of pregnant women with state-related concerns.IMPACT STATEMENTWhat is already known on this subject? Fear of childbirth or what is historically referred to as tokophobia is generally defined as a fear of severe birth and fear of pathological birth. The causes of fear of childbirth are stated as biological reasons, psychological reasons and lack of social support. However, it is not possible to explain the causes of the fear of childbirth in pregnant women and the risk factors affecting them. Similarly, fear of childbirth in individuals with anxiety sensitivity and amplification of somatosensory symptoms has not been adequately investigated.What do the results of this study add? In this study, we aimed to contribute to the related literature by examining the relationship between fear of childbirth in pregnant women and anxiety sensitivity and amplification of somatosensory symptoms. It was observed that there was a weak positive correlation between the fear of childbirth and the sensitivity of anxiety and the amplification of somatosensory symptoms. According to the findings of our study, as the fear of childbirth increases, anxiety sensitivity, and somatosensory amplification increase.What are the implications of these findings for clinical practice and/or further research? For this reason, it is crucial to carefully monitor the pregnants who have prenatal anxiety sensitivity, somatosensory amplification, and state-continuous anxiety. Due to insufficient number of studies related to the subject, extensive sample studies on the subject are needed.


Asunto(s)
Ansiedad , Miedo/psicología , Parto/psicología , Mujeres Embarazadas/psicología , Adulto , Ansiedad/diagnóstico , Ansiedad/fisiopatología , Ansiedad/psicología , Correlación de Datos , Escolaridad , Femenino , Humanos , Evaluación de Necesidades , Embarazo , Propiocepción/fisiología , Técnicas Psicológicas , Psicofisiología/métodos , Historia Reproductiva
13.
Exp Psychol ; 67(4): 237-245, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-33111656

RESUMEN

Concealing memories and emotions associated with a traumatic event seems to have negative effects on health. Re-enacting those events through writing is an opportunity to disclose such memories and emotions, and especially for emotion regulation. To study this, 57 university students were randomly assigned to one of two groups. They either completed an expressive writing or a neutral writing task. Real-time writing and psychophysiological data were recorded throughout the experiment to examine writing dynamics associated with emotion regulation and its psychophysiological correlates (electrodermal activity and electrocardiography measures). The results showed that the expressive group (EG) paused for longer than the control group (CG) denoting a positive and medium effect size ( η p 2 = .10 ) . Furthermore, during and after writing, the EG showed a higher low frequency/high frequency ratio than the CG, evidencing a positive and large effect size ( η p 2 = .22 ) . These real-time findings are interpreted as signs of emotion regulation happening during writing.


Asunto(s)
Emociones/fisiología , Psicofisiología/métodos , Escritura , Femenino , Humanos , Masculino
14.
Psychophysiology ; 57(11): e13650, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32748977

RESUMEN

Robustness of fear conditioning and extinction paradigms has become increasingly important for many researchers interested in improving the study of anxiety and trauma disorders. We recently illustrated the wide variability in data analysis techniques in this paradigm, which we argued may result in a lack of robustness. In the current study, we resampled data from six of our own fear acquisition and extinction data sets, with skin conductance as the outcome. In the resampled and original data sets, we found that effect sizes that were calculated using discrepant statistical strategies, sourced from a non-exhaustive search of high-impact articles, were often poorly correlated. The main contributors to poor correlations were the selection of trials from different stages of each experimental phase and the use of average compared to trial-by-trial analysis. These findings reinforce the importance of focusing on robustness in the psychophysiological measurement of fear acquisition and extinction in the laboratory and may guide prospective researchers in which decisions may most impact the robustness of their results.


Asunto(s)
Condicionamiento Clásico/fisiología , Interpretación Estadística de Datos , Extinción Psicológica/fisiología , Miedo/fisiología , Respuesta Galvánica de la Piel/fisiología , Psicofisiología/normas , Adulto , Conjuntos de Datos como Asunto , Humanos , Psicofisiología/métodos
15.
Psychophysiology ; 57(5): e13551, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32072653

RESUMEN

Wearable devices capable of capturing psychophysiological signals are popular. However, such devices have, yet, to be established in experimental and clinical research. This study, therefore, compared psychophysiological data (skin conductance level (SCL), heart rate (HR), and heart rate variability (HRV)) captured with a wearable device (Microsoft band 2) to those of a stationary device (Biopac MP150), in an experimental pain induction paradigm. Additionally, the present study aimed to compare two analytical techniques of HRV psychophysiological data: traditional (i.e., peaks are detected and manually checked) versus automated analysis using Python programs. Forty-three university students (86% female; Mage = 21.37 years) participated in the cold pressor pain induction task. Results showed that the majority of the correlations between the two devices for the mean HR were significant and strong (rs > .80) both during baseline and experimental phases. For the time-domain measure of mean RR (function of autonomic influences) of HRV, the correlations between the two devices at baseline were almost perfect (rs = .99), whereas at the experimental phase were significantly strong (rs > .74). However, no significant correlations were found for mean SCL (p> .05). Additionally, automated analysis led to similar features for HRV stationary data as the traditional analysis. Implications for data collection include the establishment of a methodology to compare stationary to mobile devices and a new, more cost efficient way of collecting psychophysiological data. Implications for data analysis include analyzing the data faster, with less effort and allowing for large amounts of data to be recorded.


Asunto(s)
Sistema Nervioso Autónomo/fisiología , Respuesta Galvánica de la Piel/fisiología , Frecuencia Cardíaca/fisiología , Psicofisiología/instrumentación , Psicofisiología/métodos , Dispositivos Electrónicos Vestibles , Adulto , Análisis de Datos , Femenino , Humanos , Masculino , Adulto Joven
16.
Comput Methods Programs Biomed ; 189: 105299, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-31935581

RESUMEN

BACKGROUND AND OBJECTIVE: Psychotherapy is one of the most common pathways to help individuals address any mental disorders. However, the traditional method of assessing mental health has a margin for improvement. The recent advances in digital technology (e.g., smartphones and wearables) and machine learning techniques can support psychotherapy through the addition of psychophysiology. This paper presents RevitalMe, a context-aware model for assisting a psychotherapeutic understanding of human behavior, providing psychophysiological insights from real-life. METHODS: Five volunteers used RevitalMe's prototype in natural environments for eight days each. Ecological Momentary Assessment was used to collect individuals' stressful states, and to label real-life data. The Wilcoxon Signed-Rank Test was performed to verify a significant difference between the labeled states. Then, RevitalMe classified psychological states based on physiological measurements through machine learning, associating them with the behavior of the individual. After that, visual insights were generated through contexts processing and presented to psychotherapists as evidence of an individual's daily behavior and psychological state. Twelve psychotherapists evaluated the clinical acceptability of RevitalMe, answering six quantitative statements and two qualitative questions. Furthermore, a t-Test was performed to investigate clinical acceptability given therapy field and clinical years. RESULTS: The Wilcoxon Signed-Rank Test succeeds in proving that labeled states were statistically significant, and RevitalMe achieved an F1-Score of 75% in the binary classification of stressed states in natural environments. The evaluation showed clinical acceptability of 90%, composed by partial agreement of 62% and a total agreement of 28%. In this regard, the t-Test provided that the level of interest from cognitive-behavior therapists in psychophysiological insight was higher than that from psychodynamic therapists. CONCLUSIONS: The psychophysiological insights approximate cognitive-behavior psychotherapy to individual's behavior and daily events, focusing on assistance in mental healthcare.


Asunto(s)
Concienciación , Modelos Psicológicos , Psicofisiología/métodos , Aprendizaje Automático
18.
Int J Psychophysiol ; 147: 100-106, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31760104

RESUMEN

Recent research has shown an association between the viewing of wagering advertising, which often presents inducements to gamble, and maladaptive sports-betting behaviours; however, the mechanism/s underlying the development of the intention to gamble remains relatively understudied. Eye-tracking and tonic electrodermal activity was recorded from 59 participants (including 49 regular gamblers and 10 non-gamblers), while they watched a series of advertisements. Following each advertisement, participants were asked to rate how likely they would be to take up the offer presented, therein. The number of fixations placed on each offer differed according to the type of inducement shown (p < .001), with reduced risk and cash back inducements being looked at more often than better odds and bonus bet inducements by all groups. Increased electrodermal activity while viewing the advertisements was associated with greater severity of gambling-related harm (p < .001), as well as greater ratings of desire for most advertisements. Rating of desire was, likewise, positively associated with gambling-related harm (p < .001). These results may suggest that, while the offers in gambling advertisements may be looked at by most viewers, unless there an attendant increase in arousal, it is quite unlikely that these inducements will elicit a desire to gamble. For individuals already at risk of gambling problems, exposure to these advertisements, especially those offering what is perceived to be safer betting options that minimise financial losses, may exacerbate existing harms. Such information may prove useful in guiding industry practice, government regulations, therapeutic interventions, and future research on this topic.


Asunto(s)
Publicidad , Fijación Ocular/fisiología , Respuesta Galvánica de la Piel/fisiología , Juego de Azar/fisiopatología , Adulto , Anciano , Medidas del Movimiento Ocular , Femenino , Humanos , Masculino , Persona de Mediana Edad , Psicofisiología/métodos , Adulto Joven
19.
J Sleep Res ; 29(3): e12897, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-31362331

RESUMEN

Prior work has demonstrated that greater community violence concerns are associated with poor sleep quality among adolescents. However, these effects may not be uniform across all youth. The present study examined the role of individual difference variables, physiological regulation and race, as moderators of risk in the relation between adolescents' community violence concerns and their sleep. Adolescents (N = 219; 55.3% female; 69.9% White/European American, 30.1% Black/African American) participated in the study when they were 18 years old (M = 17.7 years, SD = 1.0). Physiological regulation was assessed via respiratory sinus arrhythmia, a measure of parasympathetic regulation, at rest and in response to a stressor. Adolescents wore actigraphs for 7 nights to assess their sleep duration and quality, and reported on their community violence concerns via a well-validated questionnaire. Results demonstrated a consistent pattern of interactions, such that African American adolescents who showed less adaptive patterns of regulating physiological arousal experienced shorter sleep duration and poorer sleep quality in the context of greater community violence concerns. Community violence concerns were not associated with sleep for White adolescents. The findings may suggest that race-related stressors exacerbate risk for poor sleep among African American adolescents who experience more community violence concerns and have more difficulty regulating physiological arousal. Coping strategies for managing stress and arousal may be helpful for improving sleep for some youth.


Asunto(s)
Conducta del Adolescente/psicología , Psicofisiología/métodos , Salud Pública/métodos , Factores Raciales/métodos , Trastornos del Inicio y del Mantenimiento del Sueño/etiología , Violencia/psicología , Adolescente , Femenino , Humanos , Masculino
20.
J Neurosci ; 40(1): 89-100, 2020 01 02.
Artículo en Inglés | MEDLINE | ID: mdl-31630115

RESUMEN

Imagine you were asked to investigate the workings of an engine, but to do so without ever opening the hood. Now imagine the engine fueled the human mind. This is the challenge faced by cognitive neuroscientists worldwide aiming to understand the neural bases of our psychological functions. Luckily, human ingenuity comes to the rescue. Around the same time as the Society for Neuroscience was being established in the 1960s, the first tools for measuring the human brain at work were becoming available. Noninvasive human brain imaging and neurophysiology have continued developing at a relentless pace ever since. In this 50 year anniversary, we reflect on how these methods have been changing our understanding of how brain supports mind.


Asunto(s)
Atención/fisiología , Mapeo Encefálico/historia , Neuroimagen/historia , Neurofisiología/historia , Neuropsicología/historia , Psicofisiología , Cognición/fisiología , Potenciales Evocados/fisiología , Predicción , Historia del Siglo XIX , Historia del Siglo XX , Historia del Siglo XXI , Humanos , Aprendizaje Automático , Procesos Mentales/fisiología , Neurofisiología/métodos , Psicofisiología/métodos
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