The handaxe and the microscope: individual and social learning in a multidimensional model of adaptation

When individuals learn by trial-and-error, they perform randomly chosen actions and then reinforce those actions that led to a high payoff. However, individuals do not always have to physically perform an action in order to evaluate its consequences. Rather, they may be able to mentally simulate actions and their consequences without actually performing them. Such fictitious learners can select actions with high payoffs without making long chains of trial-and-error learning. Here, we analyze the evolution of an n-dimensional cultural trait (or artifact) by learning, in a payoff landscape with a single optimum. We derive the stochastic learning dynamics of the distance to the optimum in trait space when choice between alternative artifacts follows the standard logit choice rule. We show that for both trial-and-error and fictitious learners, the learning dynamics stabilize at an approximate distance of root n/(2 lambda(e)) away from the optimum, where lambda(e) is an effective learning performance parameter depending on the learning rule under scrutiny. Individual learners are thus unlikely to reach the optimum when traits are complex (n large), and so face a barrier to further improvement of the artifact. We show, however, that this barrier can be significantly reduced in a large population of learners performing payoff-biased social learning, in which case lambda(e) becomes proportional to population size. Overall, our results illustrate the effects of errors in learning, levels of cognition, and population size for the evolution of complex cultural traits. (C) 2013 Elsevier Inc. All rights reserved.

Social Networks for learning : wikis, blogs and tagging in education

Fast developments in information and communications technologies and changes in the behaviour of learners demand educational institutions to continuously evaluate their pedagogical approaches to the learning and teaching process, both in face-to-face and virtual classrooms.

Future prospects of short distance rail based passenger transport in Northern Europe

The worlds’ population is increasing and cities have become more crowded with people and vehicles. Communities in the fringe of metropolitans’ increase the traffic done with private cars, but also increase the need for public transportation. People have typically needs traveling to work located in city centers during the morning time, and return to suburbs in the afternoon or evening. Rail based passenger transport is environmentally friendly transport mode with high capacity to transport large volume of people. Railways have been regulated markets with national incumbent having monopoly position. Opening the market for competition is believed to have a positive effect by increasing the efficiency of the industry. National passenger railway market is opened for competition only in few countries, where as international traffic in EU countries was deregulated in 2010. The objective of this study is to examine the passenger railway market of three North European countries, Sweden, Denmark and Estonia. The interest was also to get an understanding of the current situation and how the deregulation has proceeded. Theory of deregulation is unfolded with literature analyses and empirical part of the study is constructed from two parts. Customer satisfaction survey was chosen as a method to collect real life experiences from the passengers and measure their knowledge of the market situation and possible changes appeared. Interviews of experts from the industry and labor unions give more insights and able better understanding for example of social consequences caused from opening the market for competition. Expert interviews were conducted by using semi-structured theme interview. Based on the results of this study, deregulation has proceeded quite differently in the three countries researched. Sweden is the most advanced country, where the passenger railway market is open for new entrants. Denmark and Estonia are lagging behind. Opening the market is considered positive among passengers and most of the experts interviewed. Common for the interviews were the labour unions negative perspective concerning deregulation. Despite the fact deregulation is considered positive among the respondents of the customer satisfaction survey, they could not name railway undertakings operating in their country. Generally respondents were satisfied with the commuter trains. Ticket price, punctuality of trains and itinerary affect the most to customer satisfaction.

Individual and social determinants of multiple chronic disease behavioural risk factors in Canadian children and adolescents

Contexte: Les facteurs de risque comportementaux, notamment l’inactivité physique, le comportement sédentaire, le tabagisme, la consommation d’alcool et le surpoids sont les principales causes modifiables de maladies chroniques telles que le cancer, les maladies cardiovasculaires et le diabète. Ces facteurs de risque se manifestent également de façon concomitante chez l’individu et entraînent des risques accrus de morbidité et de mortalité. Bien que les facteurs de risque comportementaux aient été largement étudiés, la distribution, les patrons d’agrégation et les déterminants de multiples facteurs de risque comportementaux sont peu connus, surtout chez les enfants et les adolescents. Objectifs: Cette thèse vise 1) à décrire la prévalence et les patrons d’agrégation de multiples facteurs de risque comportementaux des maladies chroniques chez les enfants et adolescents canadiens; 2) à explorer les corrélats individuels, sociaux et scolaires de multiples facteurs de risque comportementaux chez les enfants et adolescents canadiens; et 3) à évaluer, selon le modèle conceptuel de l’étude, l’influence longitudinale d’un ensemble de variables distales (c’est-à-dire des variables situées à une distance intermédiaire des comportements à risque) de type individuel (estime de soi, sentiment de réussite), social (relations sociales, comportements des parents/pairs) et scolaire (engagement collectif à la réussite, compréhension des règles), ainsi que de variables ultimes (c’est-à-dire des variables situées à une distance éloignée des comportements à risque) de type individuel (traits de personnalité, caractéristiques démographiques), social (caractéristiques socio-économiques des parents) et scolaire (type d’école, environnement favorable, climat disciplinaire) sur le taux d’occurrence de multiples facteurs de risque comportementaux chez les enfants et adolescents canadiens. Méthodes: Des données transversales (n = 4724) à partir du cycle 4 (2000-2001) de l’Enquête longitudinale nationale sur les enfants et les jeunes (ELNEJ) ont été utilisées pour décrire la prévalence et les patrons d’agrégation de multiples facteurs de risque comportementaux chez les jeunes canadiens âgés de 10-17 ans. L’agrégation des facteurs de risque a été examinée en utilisant une méthode du ratio de cas observés sur les cas attendus. La régression logistique ordinale a été utilisée pour explorer les corrélats de multiples facteurs de risque comportementaux dans un échantillon transversal (n = 1747) de jeunes canadiens âgés de 10-15 ans du cycle 4 (2000-2001) de l’ELNEJ. Des données prospectives (n = 1135) à partir des cycle 4 (2000-2001), cycle 5 (2002-2003) et cycle 6 (2004-2005) de l’ELNEJ ont été utilisées pour évaluer l’influence longitudinale des variables distales et ultimes (tel que décrit ci-haut dans les objectifs) sur le taux d’occurrence de multiples facteurs de risque comportementaux chez les jeunes canadiens âgés de 10-15 ans; cette analyse a été effectuée à l’aide des modèles de Poisson longitudinaux. Résultats: Soixante-cinq pour cent des jeunes canadiens ont rapporté avoir deux ou plus de facteurs de risque comportementaux, comparativement à seulement 10% des jeunes avec aucun facteur de risque. Les facteurs de risque comportementaux se sont agrégés en de multiples combinaisons. Plus précisément, l’occurrence simultanée des cinq facteurs de risque était 120% plus élevée chez les garçons (ratio observé/attendu (O/E) = 2.20, intervalle de confiance (IC) 95%: 1.31-3.09) et 94% plus élevée chez les filles (ratio O/E = 1.94, IC 95%: 1.24-2.64) qu’attendu. L’âge (rapport de cotes (RC) = 1.95, IC 95%: 1.21-3.13), ayant un parent fumeur (RC = 1.49, IC 95%: 1.09-2.03), ayant rapporté que la majorité/tous de ses pairs consommaient du tabac (RC = 7.31, IC 95%: 4.00-13.35) ou buvaient de l’alcool (RC = 3.77, IC 95%: 2.18-6.53), et vivant dans une famille monoparentale (RC = 1.94, IC 95%: 1.31-2.88) ont été positivement associés aux multiples comportements à risque. Les jeunes ayant une forte estime de soi (RC = 0.92, IC 95%: 0.85-0.99) ainsi que les jeunes dont un des parents avait un niveau d’éducation postsecondaire (RC = 0.58, IC 95%: 0.41-0.82) étaient moins susceptibles d’avoir de multiples facteurs de risque comportementaux. Enfin, les variables de type social distal (tabagisme des parents et des pairs, consommation d’alcool par les pairs) (Log du rapport de vraisemblance (LLR) = 187.86, degrés de liberté = 8, P < 0,001) et individuel distal (estime de soi) (LLR = 76.94, degrés de liberté = 4, P < 0,001) ont significativement influencé le taux d’occurrence de multiples facteurs de risque comportementaux. Les variables de type individuel ultime (âge, sexe, anxiété) et social ultime (niveau d’éducation du parent, revenu du ménage, structure de la famille) ont eu une influence moins prononcée sur le taux de cooccurrence des facteurs de risque comportementaux chez les jeunes. Conclusion: Les résultats suggèrent que les interventions de santé publique devraient principalement cibler les déterminants de type individuel distal (tel que l’estime de soi) ainsi que social distal (tels que le tabagisme des parents et des pairs et la consommation d’alcool par les pairs) pour prévenir et/ou réduire l’occurrence de multiples facteurs de risque comportementaux chez les enfants et les adolescents. Cependant, puisque les variables de type distal (telles que les caractéristiques psychosociales des jeunes et comportements des parents/pairs) peuvent être influencées par des variables de type ultime (telles que les caractéristiques démographiques et socioéconomiques), les programmes et politiques de prévention devraient également viser à améliorer les conditions socioéconomiques des jeunes, particulièrement celles des enfants et des adolescents des familles les plus démunies.

La place de l’autonomie de l’apprenant en formation ouverte et à distance dans le contexte de l’enseignement supérieur ouest-africain

Les difficultés croissantes de l’enseignement supérieur en matière d’accessibilité aux formations et de disponibilité de filières de qualité, dans les pays en voie de développement de l’Afrique de l’Ouest notamment, conjuguées avec le développement vertigineux des technologies de l’information et de la communication (TIC), suscitent un grand espoir de faire de la formation à distance une solution alternative crédible des formations présentielles (OCDE, 2006). Or, si la littérature s’accorde à reconnaitre aux TIC et l’interactivité qu’elles procurent des facteurs favorisant l’apprentissage (Karsenti, 2006), la réalité du terrain éducatif lui impose de reconnaitre que non seulement la révolution de la formation ouverte et à distance (FOAD) n’est pas encore d’actualité (OCDE, 2006), mais qu’elle ne le sera que si, pour faire face à la distance transactionnelle, plus accrue en formation à distance, l’apprenant ne se contente plus d’apprendre, mais d’apprendre à apprendre, ce qui exige de lui des compétences d’autonomie. Or, malgré des décennies d’intérêt et d’investissement de la recherche, le développement de l’autonomie sur le terrain reste toujours marginal, les débats philosophiques ayant pris le pas sur la quête de solutions pratiques (Albero ,2003). La question de savoir comment les éducateurs de la FOAD utilisent les solutions existantes, censées favoriser l’autonomie de l’apprenant, telles certaines formes de tutorat et de travail de groupes, n’est pas sans intérêt, puisqu’elle permet de mieux comprendre le terrain cible et sa part de responsabilité dans cet insuccès de l’autonomie. S’inscrivant en droite ligne des travaux d’Albero (2003), la présente étude organise les principes d’autonomie suivant un cadre conceptuel privilégiant l’action et le développement, selon une dimension dynamique symbolisant l’importance du soutien à accorder à l’apprenant, une dimension topologique indiquant la nécessité pour ce soutien de prendre en compte les différents aspects sur lesquels l’apprenant peut exercer son autonomie et une dimension chronologique exprimant l’importance du désétayage. De façon pratique, cette étude, démarrée en 2009 dans le contexte de la FOAD du 2IE (Institut International des Ingénieurs de l’Eau et de l’Environnement), sis à Ouagadougou au Burkina Faso, s’organise en trois articles : le premier tente de comprendre si les conditions d’efficacité de la FOAD, selon les apprenants, formulent un besoin d’apprentissage en autonomie; le second tente de comprendre, à partir des propos des tuteurs, si l’encadrement des apprenants respecte les principes d’autonomie; enfin, le troisième article s’est penché, sur la base des intentions exprimées par les concepteurs, sur le respect des principes d’autonomie par les cours. L’éloignement des apprenants et l’objectif de comprendre leurs perceptions de la FOAD, nous ont fait préférer une approche de recherche de type mixte, à la fois qualitative pour mieux comprendre leur perception (Karsenti & Savoie-Zajc, 2004) et quantitative, pour tenir compte de leur éloignement. Pour la perception des éducateurs, nous avons opté pour une approche qualitative/descriptive plus appropriée dès que l’étude vise la compréhension du phénomène social abordé (Karsenti & Savoie-Zajc, 2004). Des résultats obtenus, la perception des 62 apprenants sur les 170 initialement invités par courriel à répondre au questionnaire, semble confirmer l’autonomie de l’apprenant comme une condition de leur réussite en FOAD. La demande des apprenants pour un soutien accru, malgré l’effort actuellement consenti par l’encadrement, effort reconnu par les apprenants eux-mêmes et qu’attestent les 10 tuteurs interviewés sur une quarantaine au 2IE, devrait, toutefois, inviter à la réflexion, puisque ne s’opposant pas réellement à un apprentissage en hétéronomie. À l’analyse, il apparait que l’insatisfaction des apprenants s’expliquerait par la non-prise en compte des différents aspects susceptibles d’influencer leur apprentissage. De plus, en nous référant aux entretiens avec les 11 concepteurs de cours sur un total de 30, il apparait que, bien que conscients de la nécessité d’adapter les cours au contexte de la FOAD, ni la modularité des contenus, ni la flexibilité de la structure des cours ne semblent être prises en compte. Au final, l’étude révèle l’urgence de lutter contre les habitudes acquises en formation présentielle et la nécessité d’employer des pédagogues professionnels formés pour une pédagogie d’autonomisation. Encore faudrait-il que l’autonomie soit véritablement consacrée par la littérature comme une praxis pour signifier qu’elle n’a d’autre fin qu’elle-même, et non comme une poiesis, pour dire que l’autonomie vise une production et cesserait dès que son objectif est atteint.

Le drame social du travail d'escorte indépendante à Montréal

Ce mémoire vise à retracer les carrières des escortes indépendantes montréalaises et les tensions qui les traversent, afin de rendre compte de la complexité du « drame social » que constitue cette activité. Nos résultats montrent que cette profession présente de nombreuses similarités avec d’autres professions, en même temps que sa position particulière dans une matrice sociale stigmatisante et dans une relation de service intime lui confère toute sa singularité. Partie de la question « Comment commence-t-on et poursuit-on dans l’activité d’escorte, alors que celle-ci est stigmatisée ? », nous avons réalisé une enquête de terrain auprès d’escortes indépendantes, composée essentiellement de sept entrevues approfondies et de l’observation de leur environnement professionnel informatisé. Nous avons décidé de nous écarter du débat actuel, tant scientifique que militant, qui divise sur le sujet du travail du sexe. Notre cadre conceptuel est, dans un perspective interactionniste, à la croisée des sociologies des professions, de la déviance et du stigmate. Nous rendons compte de nos résultats sous la forme de quatre actes, afin de poursuivre la métaphore théâtrale engagée par Hughes, qui suivent les étapes d’une carrière d’escorte et qui mettent l’accent sur leur complexité intrinsèque. Ces étapes sont ancrées dans une ambivalence entre un effort de professionnalisation de leur pratique et une tentative de rester dans la norme en se distanciant de cette activité. Cette ambivalence, causée par la matrice sociale dans laquelle évoluent ces escortes et à l’intimité des relations de service, contribue à la pérennité de la stigmatisation de cette activité.

From elite to mass to universal higher education : from distance to open education

Resumen basado en el de la publicaci??n

Social bees and food plant associations in the Nilgiri Biosphere Reserve, India

The diversity of social bees was assessed at 15 sites across five locations of the Nilgiri Biosphere Reserve, Western Ghats, India, from January to December 2007. We also conducted floristic analyses of local vegetation in each site using one-hectare sample plots. All woody species with a dbh (diameter at breast height) : 30 cm were recorded within the plots. A total area of 9.72 ha was assessed for floristic composition. Similarity of floristic composition between sites was determined using the Jaccard's distance measure and a dendrogram constructed based on the hierarchical clustering of floristic dissimilarities between sites. A Bee Importance Index (BII) was developed to give a measure of the bee diversity at each site. This index was a sum of the species richness of bee species in a site and their visitation frequencies to flowers, calculated as mean flower visits hour 1 within 2 focal patches within one hectare plots. The visits of bee species to flowers were also recorded. The Jaccard distance measure indicated that the montane sites were quite dissimilar to the low elevation sites in floristic diversity. The BII was 7-9 for the wet forest sites and ranged from 4-6 for drier forest sites. Seventy three plant species were identified as social bee plants and of them 45% were visited by one species of bee, 37% by two bee species and 18% by more than two bee species, indicating a certain degree of floral specialization among bees.

Performing knowledge requirements analysis for public organisations in a Virtual Learning Environment: a social network analysis approach

This paper describes an application of Social Network Analysis methods for identification of knowledge demands in public organisations. Affiliation networks established in a postgraduate programme were analysed. The course was executed in a distance education mode and its students worked on public agencies. Relations established among course participants were mediated through a virtual learning environment using Moodle. Data available in Moodle may be extracted using knowledge discovery in databases techniques. Potential degrees of closeness existing among different organisations and among researched subjects were assessed. This suggests how organisations could cooperate for knowledge management and also how to identify their common interests. The study points out that closeness among organisations and research topics may be assessed through affiliation networks. This opens up opportunities for applying knowledge management between organisations and creating communities of practice. Concepts of knowledge management and social network analysis provide the theoretical and methodological basis.

The effects of taxing truck distance on CO2 emissions from transports in retailing

To finance transportation infrastructure and to address social and environmental negative externalities of road transports, several countries have recently introduced or consider a distance based tax on trucks. In the competitive retail market such tax can be expected to lower the demand and thereby reduce CO2 emissions of road transports. However, as we show in this paper, such tax might also slow down the transition towards e-tailing. Considering that previous research indicates that a consumer switching from brick-and-mortar shopping to e-tailing reduces her CO2 emissions substantially, the direction and magnitude of the environmental net effect of the tax is unclear. In this paper, we assess the net effect in a Swedish regional retail market where the tax not yet is in place. We predict the net effect on CO2 emissions to be positive, but off-set by about 50% because of a slower transition to e-tailing.

Design and use of mobile technology in distance language education : Matching learning practices with technologies-in-practice

This thesis focuses on the adaptation of formal education to people’s technology- use patterns, theirtechnology-in-practice, where the ubiquitous use of mobile technologies is central. The research question is: How can language learning practices occuring in informal learning environments be effectively integrated with formal education through the use of mobile technology? The study investigates the technical, pedagogical, social and cultural challenges involved in a design science approach. The thesis consists of four studies. The first study systematises MALL (mobile-assisted language learning) research. The second investigates Swedish and Chinese students’ attitudes towards the use of mobile technology in education. The third examines students’ use of technology in an online language course, with a specific focus on their learning practices in informal learning contexts and their understanding of how this use guides their learning. Based on the findings, a specifically designed MALL application was built and used in two courses. Study four analyses the app use in terms of students’ perceived level of self-regulation and structuration. The studies show that technology itself plays a very important role in reshaping peoples’ attitudes and that new learning methods are coconstructed in a sociotechnical system. Technology’s influence on student practices is equally strong across borders. Students’ established technologies-in-practice guide the ways they approach learning. Hence, designing effective online distance education involves three interrelated elements: technology, information, and social arrangements. This thesis contributes to mobile learning research by offering empirically and theoretically grounded insights that shift the focus from technology design to design of information systems.

Distance teacher education – some experiences from Dalarna University, SwedenPaper presented at the 33rd Annual ATEE Conference Brussels, Belgium, 23rd – 27th August 2008

Distance teaching is now-a-days used in different shapes. However, it is something different from traditional campus organised education as it systematically uses Information Communication Technology (ICT) as a key element. When the distance teacher education started in Sweden many teacher educators doubted the wisdom of this. They expressed that the educational process to become a teacher would be deteriorated. For instance, they feared for high drop out rates and difficulties to examine in a proper way. The Swedish National Agency for Higher Education has recently edited a report that showed that this form of teacher education was well adapted to the labour market, but the possibilities for the teacher students to shape their education were relatively limited. However, we still know quite little about the effects of this way to educate teacher students. This paper explores the possibility of using distance teacher education.In a case study 20 students, who were the first to finish a complete a distance teacher education at Högskolan Dalarna, were asked in a questionnaire how they had apprehended their education. We also interviewed four of these students, as well as five teacher educators.One of our findings were that the distance teacher education reached new target groups, who not had been able to participate in university studies if it not had been offered in this form. Especially, this was valid for the middle-aged women, living a long distance away from a university, with social responsibilities for children or old parents. Other findings were that these students in general were target oriented and ambitious, wrote more than the campus students and developed that kind of skill better. Marratech, an ICT system for small groups, e-mail and chat were used for the communication. Marratech was considered to permit free and spontaneous communication, both of the teacher educators and the students. Initially the teacher educators were sceptical to distance teacher education, but afterwards they were surprised of how well it had worked. They declared that they had better and nearer contact with their students and more control over the students´ performance, but some parts of the teacher education were better suitable for campus education, for example, power of creating characters. Distance teacher education was considered time consuming and demanded much activity from the teacher educators as the students wanted rapid responses. This study indicates that distance teacher education works well for mature individuals with high motivation. However, it demands more time from the teacher educators, but it gives in general good results. Still, there are pedagogical challenges to overcome. Maybe we should reflect on a mix of distance teacher education and campus based teacher education, instead of separated ways of accomplishing teacher education?

Controle social e controle externo podem interagir? : avaliação as práticas do TCE-TO no estímulo à participação cidadã

O tema "controle social" nunca esteve tão em voga quanto atualmente. Trata-se de mais uma inovação produzida pelo estado democrático de direito, e que consiste, entre outros objetivos, na busca da legitimidade e da eficiência dos atos da administração pública, na redução das distâncias entre esta e a sociedade, na vinculação das demandas sociais às políticas públicas, e, é claro, no fortalecimento dos controles e da fiscalização. A premissa básica deste trabalho é a suposição de que há sinergia entre o controle social e o controle externo exercido pelos tribunais de contas, valendo-se para tal afirmação da avaliação das práticas do Tribunal de Contas do Estado do Tocantins no estímulo à participação cidadã. Assim, o objetivo deste trabalho de pesquisa é mostrar como o exercício do controle social, exercido pelo cidadão mediante mecanismos adequados criados pelos tribunais de contas, pode interagir com o controle externo de sua responsabilidade, com ganhos significativos para os controles da administração pública. Entre esses mecanismos, as ouvidorias dessas instituições estão entre as ações mais fortes que promovem o controle social. As ouvidorias nos tribunais de contas representam canais de controle da sociedade sobre a gestão pública, e abrem importante espaço para o debate e o consenso em tomo do objetivo comum dos tribunais e da sociedade: a correta aplicação dos recursos públicos que garanta eficiência, eficácia e efetividade. Para atingir seus objetivos, os tribunais de contas necessitam identificar e coibir as práticas contrárias ao interesse público presentes na formação social brasileira, tais como: a má gestão, a corrupção e a ineficiência. Assim, com vistas a identificá-Ias e coibi-Ias, é fundamental a participação da sociedade, que pode, deve e precisa contribuir neste sentido. Desta forma, apresentamos as práticas dos TCs do Brasil quanto ao tema, e, ainda, em detalhe, a ouvidoria do TCE-TO, e destacamos outras ações de estímulo ao controle social e à participação cidadã executadas por aquela Corte de Contas.

Habitat use, reproductive traits and social interactions in a stream-dweller treefrog endemic to the Brazilian Cerrado

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

O sensível no trabalho docente: representação social entre docentes do Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Norte

The aim of this study was to analyze the social representation of the sensible among teachers of the Federal Institute of Education, Science and Technology of Rio Grande do Norte, attempting to identify its constituents and understand the dynamics that gives functionality to your organization. The study is significant considering that the professional conduct can not be delineated in its complexity without unraveling the social representations that teachers themselves have of their being and doing professional. The theoretical and methodological framework of the research is the theory of social representation. 107 teachers from various backgrounds participated. To collect the data were used as instruments : a questionnaire listing, which subsidizes the characterization of the subjects , the TALP - technique of free association of words ( ABRIC , 1994) , the PCM - Procedure for Multiple Ratings ( ROAZZI , 1995) ; questionnaire redemption of sensitive memories of the subjects in their school experiences of childhood , adolescence, youth and teaching practice . The PCM data, in which the slogan was directed at rating Give class, were submitted to multidimensional statistical analysis. Already TALP was analyzed by EVOC 2000 software, the profile questionnaire received descriptive statistical analysis and the memories received the questionnaire analysis of thematic content, Bardin (2004). Taken together, the results point to a social representation of sensitive teaching (the game, the fun, the touch, the smile, the relaxation) are not in the classroom. The sensitive pure still fits in school, but only in the courtyard, on the playground, in the intervals, therefore, outside of space-time class, playful perch that lives in each of us is totally strange to this world of the classroom . After doing the Approximation of ideas , we realized three discourses evident in the reports of teachers : the discourse of Numbness in which we perceive the distance of the teacher in relation to sensitive component as a facilitator in the learning process , the discourse of Feeling , in which we can discern small approximation to the sensitive dialogues and proposed in this study , the speech of reflection in which teachers analyze, evaluate and establish a discourse on the importance of education in sensitive , but not actualize in their teaching practice