Computational approaches to emotional decision making

Findings on the role that emotion plays in human behavior have transformed Artificial Intelligence computations. Modern research explores how to simulate more intelligent and flexible systems. Several studies focus on the role that emotion has in order to establish values for alternative decision and decision outcomes. For instance, Busemeyer et al. (2007) argued that emotional state affects the subjectivity value of alternative choice. However, emotional concepts in these theories are generally not defined formally and it is difficult to describe in systematic detail how processes work. In this sense, structures and processes cannot be explicitly implemented. Some attempts have been incorporated into larger computational systems that try to model how emotion affects human mental processes and behavior (Becker-Asano & Wachsmuth, 2008; Marinier, Laird & Lewis, 2009; Marsella & Gratch, 2009; Parkinson, 2009; Sander, Grandjean & Scherer, 2005). As we will see, some tutoring systems have explored this potential to inform user models. Likewise, dialogue systems, mixed-initiative planning systems, or systems that learn from observation could also benefit from such an approach (Dickinson, Brew & Meurers, 2013; Jurafsky & Martin, 2009). That is, considering emotion as interaction can be relevant in order to explain the dynamic role it plays in action and cognition (see Boehner et al., 2007).

La influencia de la inteligencia emocional en el comportamiento agresivo [ the influence of emotional intelligence on aggressive behavior]

El propósito general de esta tesis doctoral fue el de ampliar el conocimiento acerca del papel que la Inteligencia Emocional (IE) desempeña en la explicación de las conductas agresivas. Para ello, se plantearon 4 estudios, cuyos resultados, de forma general, han arrojado evidencias de la existencia de una relación negativa entre IE y agresión, es decir, las personas que presentan dificultades para percibir, usar, comprender y regular sus emociones y la de los demás, muestran una mayor incidencia en el uso de comportamientos agresivos que aquellas personas con mayores niveles de IE. En el primer estudio, el objetivo fue revisar de forma sistemática la literatura que se ha centrado en analizar las relaciones entre IE y agresión. De esta revisión se obtuvo como resultado 19 trabajos empíricos que mostraban la existencia de una asociación negativa entre la IE y la realización de conductas agresiva consistente en muestras de diferentes edades y contextos culturales y parece independiente del tipo de agresión estudiada. Teniendo en cuenta la literatura revisada en el primer trabajo, el objetivo del segundo estudio fue ampliar esta línea de investigación centrándonos en la relación de la agresión y la IE como habilidad. Para ello se realizaron dos subestudios. En el primer subestudio exploramos la relación entre IEH y agresión en adultos a nivel transversal y analizamos la validez incremental de la IEH sobre los factores de personalidad en la explicación de conductas agresivas de tipo físico y verbal. En el segundo trabajo, nuestros objetivos fueron corroborar los resultados encontrados en el subestudio 1 en una muestra de población adolescente y analizar la relación temporal entre ambas variables en un estudio longitudinal. Los resultados obtenidos en ambos subestudios muestran de forma consistente una clara relación entre la IEH y la agresión física, y una asociación más débil en el caso de la agresión verbal. La finalidad del tercer estudio fue la adaptación al español de una medida de agresión y de variables emocionales asociadas a la conducta agresiva, con el fin de que el uso de esta escala posibilite el avance en este campo de estudio. Por último, el propósito del cuarto estudio fue profundizar en el conocimiento sobre la relación entre IEH y agresión. Para ello, en primer lugar, se apotaron datos preliminares acerca de la asociación entre variables que no han sido estudiadas hasta la fecha, como la relación entre IEH y agresión indirecta, y entre IEH y rumiación de la ira. En segundo lugar, se ha examinando el mecanismo a través del cual las habilidades emocionales ejercen su papel sobre las conductas agresivas, analizando el papel mediador de la rumiación de la ira en esta relación. En conjunto, los cuatro trabajos presentados añaden evidencias sobre la existencia de una relación negativa entre IEH y agresión.

Development of the Andalusian Registry of Patients Receiving Community Case Management, for the follow-up of people with complex chronic diseases.

Background: Complex chronic diseases are a challenge for the current configuration of Health services. Case management is a service frequently provided for people with chronic conditions and despite its effectiveness in many outcomes, such as mortality or readmissions, uncertainty remains about the most effective form of team organization, structures, and the nature of the interventions. Many processes and outcomes of case management for people with complex chronic conditions cannot be addressed with the information provided by electronic clinical records. Registries are frequently used to deal with this weakness. The aim of this study was to generate a registry-based information system of patients receiving case management to identify their clinical characteristics, their context of care, events identified during their follow-up, interventions developed by case managers, and services used. Methods and design: The study was divided into three phases, covering the detection of information needs, the design and its implementation in the healthcare system, using literature review and expert consensus methods to select variables that would be included in the registry. Objective: To describe the essential characteristics of the provision of ca re lo people who receive case management (structure, process and outcomes), with special emphasis on those with complex chronic diseases. Study population: Patients from any District of Primary Care, who initiate the utilization of case management services, to avoid information bias that may occur when including subjects who have already been received the service, and whose outcomes and characteristics could not be properly collected. Results: A total of 102 variables representing structure, processes and outcomes of case management were selected for their inclusion in the registry after the consensus phase. Total sample was composed of 427 patients, of which 211 (49.4%) were women and 216 (50.6%) were men. The average functional level (Barthel lndex) was 36.18 (SD 29.02), cognitive function (Pfeiffer) showed an average of 4.37 {SD 6.57), Chat1son Comorbidity lndex, obtained a mean of 3.03 (SD 2.7) and Social Support (Duke lndex) was 34.2 % (SD 17.57). More than half of patients include in the Registry, correspond lo immobilized or transitional care for patients discharged from hospital (66.5 %). The patient's educational level was low or very low (50.4%). Caregivers overstrain (Caregiver stress index), obtained an average value of 6.09% (SD 3.53). Only 1.2 % of patients had declared their advanced directives, 58.6 had not defined the tutelage and the vast majority lived at home 98.8 %. Regarding the major events recorded at RANGE Registry, 25.8 % of the selected patients died in the first three months, 8.2 % suffered a hospital admission at least once time, 2.3%, two times, and 1.2% three times, 7.5% suffered a fall, 8.7% had pressure ulcer, 4.7% had problems with medication, and 3.3 % were institutionalized. Stroke is the more prevalent health problem recorded (25.1%), followed by hypertension (11.1%) and COPD (11.1%). Patients registered by NCMs had as main processes diabetes (16.8%) and dementia (11.3 %). The most frequent nursing diagnoses referred to the self-care deficit in various activities of daily living. Regarding to nursing interventions, described by the Nursing Intervention Classification (NIC), dementia management is the most used intervention, followed by mutual goal setting, caregiver and emotional support. Conclusions: The patient profile who receive case management services is a chronic complex patient with severe dependence, cognitive impairment, normal social support, low educational level, health problems such as stroke, hypertension or COPD, diabetes or dementia, and has an informal caregiver. At the first follow up, mortality was 19.2%, and a discrete rate of readmissions and falls.