Signal processing of physiological signals for automated assessment of stress in computer users

The need to provide computers with the ability to distinguish the affective state of their users is a major requirement for the practical implementation of affective computing concepts. This dissertation proposes the application of signal processing methods on physiological signals to extract from them features that can be processed by learning pattern recognition systems to provide cues about a person's affective state. In particular, combining physiological information sensed from a user's left hand in a non-invasive way with the pupil diameter information from an eye-tracking system may provide a computer with an awareness of its user's affective responses in the course of human-computer interactions. In this study an integrated hardware-software setup was developed to achieve automatic assessment of the affective status of a computer user. A computer-based "Paced Stroop Test" was designed as a stimulus to elicit emotional stress in the subject during the experiment. Four signals: the Galvanic Skin Response (GSR), the Blood Volume Pulse (BVP), the Skin Temperature (ST) and the Pupil Diameter (PD), were monitored and analyzed to differentiate affective states in the user. Several signal processing techniques were applied on the collected signals to extract their most relevant features. These features were analyzed with learning classification systems, to accomplish the affective state identification. Three learning algorithms: Naïve Bayes, Decision Tree and Support Vector Machine were applied to this identification process and their levels of classification accuracy were compared. The results achieved indicate that the physiological signals monitored do, in fact, have a strong correlation with the changes in the emotional states of the experimental subjects. These results also revealed that the inclusion of pupil diameter information significantly improved the performance of the emotion recognition system. ^

Nossa notação m' na prova de Rorschach: ampliação e restrição do fator m de Klopfer

Klopfer's differentiation of movement scores, among which inanimate movement integrating the minor movements group, was no doubt opportune and needed. Their peculiar meaning has been clearly stressed and enriched by Piotrowski in his reformulation of Rorschach variables. It is our belief that Rorschach himself would take such step. Our criteria for scoring this determinant are somewhat different of both Klopfer's and Piotrowski's. On the one hand, masks, facial traits, emotional expressions, body parts in motion are not entered there. On the other, we score as such human or animal movement, provided this does not originate in the blot shape directly, but in the subjective reaction against the sensed muscular tension. Basic requirement for this scoring is the kinesthetic component, as for Mever since Rorschach's elaboration; and common trait distinctive for any response to be so scored ? be it an abstraction, an inanimate object, an animal or human being ? must be the subjective way of feeling the movement: (a) intention, blocking, struggle for achieving, for instance, or (b) activity of nature elements. Due to this subjective meaning we use the symbol m'intead of mfor this category. We already find these two kinds (a) and (b) of movement responses in Rorschach's text, respectively in the Examplesand in his posthumous Contribution.Either may point to a flight from emotional stress or to outstanding mental ability.

Análise do nível de estresse baseada em sinais de eletroencefalografia e de condutância da pele

O estresse pode afetar qualquer pessoa, independente de idade, sexo ou etnia. O organismo humano o utiliza como uma resposta adaptativa frente a situações diversas, as quais requeiram alguma adaptação do organismo para que possa enfrentar tal situação. Dependendo do estímulo estressor, pode ser gerado no indivíduo desgastes físico, mental ou emocional, no entanto, o estresse não representa necessariamente algo ruim ou patológico; este é um mecanismo de adaptação vital para a sobrevivência da espécie humana. Porém, o número de pessoas que são afetadas de forma negativa pelo estresse tem crescido imensamente nas últimas décadas. Pesquisas destacam que nos Estados Unidos cerca de 60% a 90% dos atendimentos médicos estão relacionados de alguma maneira com o estresse, enquanto que no Brasil aproximadamente 80% da população sofre de estresse, sendo que desses, 30% encontram-se na fase mais crítica, a chamada fase de exaustão. Tendo em vista que a principal forma de identificação de estresse ainda é realizada através do uso de questionário de autorrelato. O presente estudo apresenta como contribuição uma metodologia de análise do nível de estresse baseada na variação da condutância galvânica da pele e de sinais de eletroencefalografia, sendo utilizados como parâmetros a assimetria do ritmo alfa, assim como a razão entre os ritmos beta e alfa no córtex frontal e pré-frontal. Para a gravação dos sinais de EEG foi utilizado um dispositivo portátil, com eletrodos especificamente situados nas posições aF3, F3, F4 e aF4, de acordo com o Sistema Internacional 10/20 de posicionamento de eletrodos. Os participantes deste estudo são Bombeiros Militares da 1ª Cia de Vitória-ES. Foram utilizadas três classes de estímulos emocionais positivos, calmos e negativos, através da utilização de imagens pertencentes ao banco de dados IAPS (International Affective Picture System). Os resultados de acurácia obtidos através de um classificador SVM (Support Vector Machine) chegam a 88,24% para classe de estímulos positivos, 84,09% para classe calma e de 92,86% para os estímulos negativos. Deste modo, esta pesquisa apresenta uma combinação de parâmetros que podem ser aferidos com equipamentos de baixo custo, e fornecem condições de diferenciar estímulos estressantes, podendo assim, ser utilizada para auxiliar no treinamento de profissionais da área de urgência e emergência.

Occupational conditions and the risk of the use of amphetamines by truck drivers

OBJECTIVE To test whether the occupational conditions of professional truck drivers are associated with amphetamine use after demographic characteristics and ones regarding mental health and drug use are controlled for.METHODS Cross-sectional study, with a non-probabilistic sample of 684 male truck drivers, which was collected in three highways in Sao Paulo between years 2012 and 2013. Demographic and occupational information was collected, as well as data on drug use and mental health (sleep quality, emotional stress, and psychiatric disorders). A logistic regression model was developed to identify factors associated with amphetamine use. Odds ratio (OR; 95%CI) was defined as the measure for association. The significance level was established as p < 0.05.RESULTS The studied sample was found to have an average age of 36.7 (SD = 7.8) years, as well as low education (8.6 [SD = 2.3] years); 29.0% of drivers reported having used amphetamines within the twelve months prior to their interviews. After demographic and occupational variables had been controlled for, the factors which indicated amphetamine use among truck drivers were the following: being younger than 38 years (OR = 3.69), having spent less than nine years at school (OR = 1.76), being autonomous (OR = 1.65), working night shifts or irregular schedules (OR = 2.05), working over 12 hours daily (OR = 2.14), and drinking alcohol (OR = 1.74).CONCLUSIONS Occupational aspects are closely related to amphetamine use among truck drivers, which reinforces the importance of closely following the application of law (Resting Act (“Lei do Descanso”); Law 12,619/2012) which regulates the workload and hours of those professionals. Our results show the need for increased strictness on the trade and prescription of amphetamines in Brazil.

A qualidade de vida dos profissionais de saúde mental

Os profissionais de saúde mental são o principal instrumento de intervenção nesta área considerada como prioridade de Saúde Pública e estão sujeitos a desgaste emocional e stress, que pode afetar negativamente a sua qualidade de vida. Com este estudo pretende-se avaliar a perceção do estado de saúde e da qualidade de vida relacionada com a saúde nos profissionais de saúde mental. Para responder ao objetivo traçado optou-se por realizar um estudo observacional analítico transversal, com abordagem quantitativa. Foi utilizado o SF36v2 como instrumento genérico de avaliação da Qualidade de Vida, que já se encontra validado para a população portuguesa, complementado por um questionário socioprofissional. A recolha de dados decorreu online, de 28 de Janeiro a 30 de Abril de 2013. A amostra foi constituída por 201 profissionais de saúde mental de Portugal Continental. Os profissionais de saúde mental que integraram a amostra revelaram pior perceção do estado de saúde e qualidade de vida, quando comparados com os valores de referência para a população portuguesa com nível de instrução alto. Em termos de domínios do instrumento, piores resultados foram encontrados para todos eles com exceção do domínio Saúde Mental. A avaliação da qualidade de vida dos profissionais de saúde mental possibilita a implementação alterações no funcionamento dos serviços de saúde mental, nomeadamente de programas de gestão de stress, de estratégias de coping e de competências de interação e comunicação entre os profissionais, podendo contribuir para uma melhoria na prestação dos cuidados de saúde aos utentes.

Use of Distress and Depression Thermometers to Measure Psychosocial Morbidity Among Southern European Cancer Patients

GOALS OF WORK: Recent literature has indicated the need for rapid evaluation of psychosocial issues secondary to cancer. Because of the problems of routine use of psychometric instruments, short instruments such as visual analogue scales or one-item 0-10 scales have been developed as valid assessment alternatives. PATIENTS AND METHODS: A study was conducted to examine the role of two 0-10 scales in measuring emotional stress (distress thermometer, DT) and depressed mood (mood thermometer, MT), respectively, in a multicenter study carried out in southern European countries (Italy, Portugal, Spain, and Switzerland). A convenience sample of 312 cancer outpatients completed the DT and MT and the Hospital Anxiety Depression Scale (HADS). MAIN RESULTS: DT was more significantly associated HADS anxiety than HADS depression while MT was related both to HADS anxiety and depression. The correlation of MT with HADS was higher than DT. A cutoff point >4 on the DT maximized sensitivity (65%) and specificity (79%) for general psychosocial morbidity while a cutoff >5 identified more severe "caseness" (sensitivity=70%; specificity=73%). On the MT, sensitivity and specificity for general psychosocial morbidity were 85% and 72% by using the cutoff score >3. A score >4 on the MT was associated with a sensitivity of 78% and a specificity of 77% in detecting more severe caseness. CONCLUSIONS: Two simple instruments, the DT and the MT, were found to have acceptable levels of sensitivity and specificity in detecting psychosocial morbidity. Compared to the HADS, however, the mood MT performed better than the DT.

Quelle assistance psychologique pour les couples requérant une aide médicale à la procréation [Which psychological support for couples seeking medical assistance for procreation?]

OBJECTIVES: The objective of our qualitative study was to define modalities of psychological support to be offered to couples seeking medically assisted procreation. MATERIAL AND METHODS: Forty couples participated in a semi-structured videotaped interview, which touched on themes such as personal and family histories, the couple's relationship, etc. We focused on the "narrative mobility", that is the way in which the couples transmit their personal and family history during the interview and the interviewer's impression that he may or may not share this with the couples. RESULTS: Observed differences in narrative mobility led us to distinguish three groups of couples and to propose various types of psychological support. DISCUSSION AND CONCLUSION: This exploratory study, with its interest for the narrative mobility, concerns the couples' capacity to stand back from their own story as responsible interlocutors. We made the hypothesis that this capacity is linked to their capacity to handle their emotional stress, to act as partners to the medical team and to prepare themselves for their future parenthood.

INTRODUCTORY EDUCATIONAL COUNSELLING

Tiana Campos is a student of a Master in Agribusiness at University of Queensland. She is a Mozambican awardee of AUSAID scholarship. At the moment she is experiencing emotional stress with her studies. Her main concern is the time pressure and assignment overload. She fears not being able to cope and finish her degree in the expected time as agreed with AUSAID Office and thus be forced to return to her country without the Masters Certificate.

Communication skills training and clinicians' defenses in oncology: an exploratory, controlled study.

Objective: The underlying mechanisms modifying clinician's communication skills by means of communication skills training (CST) remain unknown. Defense mechanisms, defined as psychological processes protecting the individual against emotional stress, may be a mediating factor of skills improvement.Methods: Using an adapted version of the Defense Mechanism Rating Scale-Clinician, this study evaluated clinicians' defense mechanisms and their possible modification after CST. Interviews with simulated patients of oncology clinicians (N=57) participating in CST (pre-/post-CST with a 6-month interval) were compared WITH interviews with the same simulated patients of oncology clinicians (N=56) who did not undergo training (T1 and T2 with a 6-month interval).Results: Results showed (i) a high number (mean=16, SD=6) and variety of defenses triggered by the 15-min interviews, (ii) no evolution difference between groups, and (iii) an increase in mature defenses after CST for clinicians with an initial higher level of defensive functioning.Conclusions: This is the first study describing clinicians' defensive functioning; results indicate a possible mediating role of defenses in clinician-patient communication.

EMDR-based treatment of psychotraumatic antecedents in illicit drug abusers: a report of two cases

The co-occurrence of PTSD and of substance use disorder (SD) is known to be very high. However the question of whether and how to treat such patients remains largely unanswered in the EMDR community. We report on two cases of EMDR-based treatment of heavily affected SD patients in whom psychotraumatic antecedents were identified. EMDR sessions focused on trauma-related material and not on the expression of cue-induced drug craving. The treatment appeared to be a difficult and challenging endeavour. However, some beneficial effects on general comfort and on drug consumption could be observed. A long stabilization phase was mandatory and the standard EMDR protocol needed to be conducted with much flexibility. Interestingly, there was no provocation of a prolonged psychological crisis or of relapse. Experiencing of emotional stress could be limited to the sessions and dissociation could be absorbed with specific well-known techniques without permanently increasing drug craving. These observations are discussed in relation to previously published concepts of using EMDR in the field of trauma and substance abuse.

Prevalencia de burnout en docentes de colegio bilingüe de Bogotá

Determinar la prevalencia de burnout en maestros que laboran en un Colegio Bilingüe de la ciudad de Bogotá Metodología: Se realizó un estudio transversal, mediante la aplicación de la escala Maslach Burnout Inventory-Human Services Survey (versión validada en español) y datos sociodemográficos como edad, sexo, estado civil, personas a cargo, número de hijos, tipo de vivienda, estrato, escolaridad, ocupación, cargo, años laborados, incapacidades y patología psiquiátrica; a 75 docentes de un colegio privado de la ciudad de Bogotá. Resultados: El análisis final detectó escasos casos de agotamiento emocional, ningún caso de despersonalización y alto nivel de realización personal en todos los docentes. Se realizó la prueba U de Mann Withney utilizando los puntajes obtenidos en la dimensión agotamiento emocional para comparar entre edades menor y mayor de 40 años, estado civil, hijos y personas a cargo, en ninguno de los casos la distribución de los puntajes mostró diferencias estadísticamente significativas entre los grupos. Conclusiones: No se evidenciaron casos en los que hubiese presencia de burnout en la población de docentes estudiada. Se considera necesario ampliar la muestra poblacional con otras instituciones y realizar un estudio comparativo con el fin de obtener resultados que puedan alcanzar mayor significancia estadística

Mobilidade da força de trabalho: os impactos de intensos deslocamentos geográficos sob a ótica de trabalhadores docentes

O trabalho ocupa um inegável espaço na vida dos indivíduos, sendo este rico de sentido individual e social, é um meio de produção da vida de cada um ao prover subsistência, criar sentidos existenciais ou contribuir na estruturação da identidade e da subjetividade. O cenário atual de adoção e uso das Tecnologias de Informação e Comunicação pelas organizações e pessoas, demonstra um crescimento da incorporação de dispositivos tecnológicos que têm o potencial de alterar as características espaciais e temporais do trabalho, aumentando a mobilidade do trabalhador. Considerando-se o fato de que o indivíduo ao deslocar-se, ao mover-se pelo espaço, anexa ou remodela sua identidade pessoal, profissional, cultural, social ou política a partir da mobilidade, o objetivo final desta pesquisa foi refletir sobre de que maneira os impactos positivos e negativos gerados pela intensa mobilidade geográfica demandados pelo exercício da profissão, são percebidos por trabalhadores docentes de curso de pós-graduação lato sensu em Administração que se deslocam de um território para outro(s), com a finalidade de exercerem suas atividades docentes. Realizou-se para tanto uma revisão bibliográfica acerca de sentido do trabalho, apresentando, a seguir, algumas reflexões sobre as alterações ocorridas nas relações de trabalho em decorrência de mutações no mundo do trabalho, abordando, por fim, o tema Mobilidade da força de trabalho. Após esta etapa, buscou-se compreender, na ótica desses trabalhadores docentes, por meio de entrevistas pessoais analisadas à luz do método de análise de conteúdo, os caminhos percorridos e significados atribuídos por eles a estas vivências, procurando perceber como os trabalhadores docentes em destaque representam o olhar sobre si e sobre os outros, visando demonstrar o significado (positivo e negativo) da mobilidade espacial, as práticas cotidianas e estratégias de sociabilidade e interação com e no local de destino. Pode-se concluir que, apesar de haver alguns fatores que podem tornar os constantes deslocamentos geográficos destes trabalhadores um elemento negativo para eles, uma vez que são fontes de alta demanda física e mental, geradoras de estresse, sobrecarga, tensão emocional, cansaço, ansiedade, desânimo, frustração e descontentamento em relação ao trabalho, levando-os ao afastamento constante do contexto social, podendo resultar em consequências graves para a saúde deste trabalhador. Estes constantes deslocamentos geográficos tornam-se, contudo, um elemento positivo, uma vez que possibilitam o incremento às suas práticas docentes, por meio das vivências enriquecidas pelos contactos estabelecidos, pelas aprendizagens realizadas e pelas capacidades de relacionamento em meios multiculturais adquiridas, tornando-se espaço de autorrealização, inserção e reconhecimento social, prestígio, status e de senso de utilidade.

Sensibilidade interoceptiva e respostas psicofisiológicas ao exercício submaximo

The complex human behavior related to exercise involves cognitive, physical and emotional processing. The recent theories about exercise s intensity regulation have highlighted the role played by psychophysics aspects in controlling exercise s intensity. In this regard, recent evidences have shown that there is variability in human capacity in perceiving interoceptives clues. Thus, subjects more sensitive show higher physiological arousal to physical and/or emotional stress, and sensations with higher intensity. In fact, studies have evidenced that interoceptive feedback modifies behavior in exercise with free load. However, exercise recommendations are based in a constant load standard. Therefore, we aimed to analyze the influence of interoceptive sensibility on psychophysics responses during dynamic exercise performed with constant load. Twenty-four adult males were allocated into two groups accordingly with their interoceptive sensibility: high sensibility (n=11) and low sensibility (13). They underwent to an incremental test (IT) and then randomly to two sections of moderate and severe exercise intensity for 20 minutes. Heart rate (HR), rating of perceived exertion (RPE), affective feelings (AF), alert state (AS), and percentage of associative thoughts were collect during exercise. A two-way ANOVA with repeated measures was used to assess differences between psychophysics responses. There were differences between group in RPE, AF, and AS in moderate intensity. There was no difference in any measure in severe intensity. We conclude that subjects with high interoceptive sensibility feel dynamic moderate exercise more intense than the subjecs with low interoceptive sensibility

Fatores de risco para gagueira em crianças disfluentes com recorrência familial

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Fatores de risco na gagueira desenvolvimental familial e isolada

OBJETIVO: investigar e comparar os achados dos fatores de risco para a cronicidade da gagueira em crianças com gagueira desenvolvimental familial e isolada. MÉTODOS: participaram 60 crianças de ambos os gêneros, divididas em dois grupos: GI - 30 crianças com gagueira desenvolvimental familial; GII - 30 crianças com gagueira desenvolvimental isolada. A coleta de dados foi realizada por meio do Protocolo de Risco para a Gagueira do Desenvolvimento - PRGD (Andrade, 2006), que considera os seguintes fatores de risco: idade, gênero, tipo de surgimento e tempo de duração das disfluências, tipologia das disfluências, fatores comunicativos e qualitativos associados, histórico mórbido pré, peri e pós natal, fatores estressantes que ocorreram próximo ao surgimento do distúrbio, histórico familial, reação pessoal, familiar e social e atitudes familiares. RESULTADOS: quando o grupo I (GI) foi comparado com o grupo II (GII), a única diferença estatisticamente significante foi com relação aos fatores estressantes que ocorreram próximo ao surgimento do distúrbio. CONCLUSÃO: os resultados confirmam a natureza complexa da gagueira, bem como a necessidade de se investigar os vários fatores considerados como de risco para o distúrbio, com intuito de melhorar a compreensão de suas possíveis etiologias.