PokerMapper: : mapping executive functions, poker playing ability and responsible gambling in online environments

Research objectives Poker and responsible gambling both entail the use of the executive functions (EF), which are higher-level cognitive abilities. The main objective of this work was to assess if online poker players of different ability show different performances in their EF and if so, which functions are the most discriminating ones. The secondary objective was to assess if the EF performance can predict the quality of gambling, according to the Gambling Related Cognition Scale (GRCS), the South Oaks Gambling Screen (SOGS) and the Problem Gambling Severity Index (PGSI). Sample and methods The study design consisted of two stages: 46 Italian active players (41m, 5f; age 32±7,1ys; education 14,8±3ys) fulfilled the PGSI in a secure IT web system and uploaded their own hand history files, which were anonymized and then evaluated by two poker experts. 36 of these players (31m, 5f; age 33±7,3ys; education 15±3ys) accepted to take part in the second stage: the administration of an extensive neuropsychological test battery by a blinded trained professional. To answer the main research question we collected all final and intermediate scores of the EF tests on each player together with the scoring on the playing ability. To answer the secondary research question, we referred to GRCS, PGSI and SOGS scores.  We determined which variables that are good predictors of the playing ability score using statistical techniques able to deal with many regressors and few observations (LASSO, best subset algorithms and CART). In this context information criteria and cross-validation errors play a key role for the selection of the relevant regressors, while significance testing and goodness-of-fit measures can lead to wrong conclusions.   Preliminary findings We found significant predictors of the poker ability score in various tests. In particular, there are good predictors 1) in some Wisconsin Card Sorting Test items that measure flexibility in choosing strategy of problem-solving, strategic planning, modulating impulsive responding, goal setting and self-monitoring, 2) in those Cognitive Estimates Test variables related to deductive reasoning, problem solving, development of an appropriate strategy and self-monitoring, 3) in the Emotional Quotient Inventory Short (EQ-i:S) Stress Management score, composed by the Stress Tolerance and Impulse Control scores, and in the Interpersonal score (Empathy, Social Responsibility, Interpersonal Relationship). As for the quality of gambling, some EQ-i:S scales scores provide the best predictors: General Mood for the PGSI; Intrapersonal (Self-Regard; Emotional Self-Awareness, Assertiveness, Independence, Self-Actualization) and Adaptability  (Reality Testing, Flexibility, Problem Solving) for the SOGS, Adaptability for the GRCS. Implications for the field Through PokerMapper we gathered knowledge and evaluated the feasibility of the construction of short tasks/card games in online poker environments for profiling users’ executive functions. These card games will be part of an IT system able to dynamically profile EF and provide players with a feedback on their expected performance and ability to gamble responsibly in that particular moment. The implementation of such system in existing gambling platforms could lead to an effective proactive tool for supporting responsible gambling. 

Åldersblandning i skolan : elevers erfarenheter

Mixing ages in school classes became more and more common during the last dec-ades of the 20th century. From being a way to organise classes out of necessity they have now come to be something which is implemented on the basis of pedagogical arguments. The aim of this research has been to improve our knowledge of classes where pupils are not of the same age. A study of the pupils’ perspectives has been my main interest. (Age) homogeneous class can been looked upon as a result of the authorities’ deci-sion to have a fixed age for children to start school and their decision that certain courses should be completed within a defined period of time. Terms and the data concerning heterogeneous age groupings are ambiguous and cannot be fully understood without knowledge of national and sometimes even local contexts. Practices within age heterogeneous classes may differ greatly. A great deal of individual work takes place in age heterogeneous classes. Whether the class is non-mixed or mixed-aged does not seem to have a major im-pact on cognitive or non-cognitive abilities among the pupils, but there are suggestions that age heterogeneous classes might be disadvantageous to pupils in problematic situations. I am able to show that more than 30% of pupils in grades 1-3, close to 25% in grades 4-5, about 15% in grade 6 and a couple of percent of Swedish pupils in the later school years are taught in mixed-age groups. My own empirical research focuses on pupils’ experiences. My investigation has a ‘life-world’ oriented approach inspired by phenomenology. Pupils in grades 5 and 6 from three schools in three different socio-economic settings were interviewed. These pupils had experienced both mixed-age and single-age classes. The life-world of pupils seems to be something different from that encompassed by the philosophy about the advantages of mixing the ages in classes. Pupils find it diffi-cult to maintain or create relationships when only a few pupils of the same sex, who have started school at the same time, can be together in a class for a long time. Be-cause of the importance of social relationships almost every pupil in this investigation wished to be in a single-age class during the following year. It is the importance of common experiences rather than age that is central. Pupils stated that having things in common to study in their everyday schoolwork makes it easier to communicate and contributes to stable friendships. In my conclusion I focus on what it means to have relationships and how these are important for human identity. I also try to show how relationships are important in learning situations at school and for pupils’ opportunities to expand their knowledge.