Literature report : a review of policy learning in five strands of political science research

This paper reviews the policy learning literature in political science. In recent years, the number of publications on learning in the political realm increased dramatically. Researchers have focused on how policymakers and administrators adapt policies based on learning processes or experiences. Thereby, learning has been discussed in very different ways. Authors have referred to learning in the context of ideas, understood as deeply held beliefs, and, as change and adaptation of policy instruments. Two other strands of literature have taken into consideration learning, namely the diffusion literature and research on transfer, which put forward learning to understand who learns from whom and what. Opposed to these views, political learning emphasizes the adaptation of new strategies by policymakers over the transfer of knowledge or broad ideas. In this approach, learning occurs due to the failure of existing policies, increasing problem pressure, scientific innovations, or a combination of these elements.

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

Defining an efficient training set is one of the most delicate phases for the success of remote sensing image classification routines. The complexity of the problem, the limited temporal and financial resources, as well as the high intraclass variance can make an algorithm fail if it is trained with a suboptimal dataset. Active learning aims at building efficient training sets by iteratively improving the model performance through sampling. A user-defined heuristic ranks the unlabeled pixels according to a function of the uncertainty of their class membership and then the user is asked to provide labels for the most uncertain pixels. This paper reviews and tests the main families of active learning algorithms: committee, large margin, and posterior probability-based. For each of them, the most recent advances in the remote sensing community are discussed and some heuristics are detailed and tested. Several challenging remote sensing scenarios are considered, including very high spatial resolution and hyperspectral image classification. Finally, guidelines for choosing the good architecture are provided for new and/or unexperienced user.

Older people's views of falls-prevention interventions in six European countries.

PURPOSE: Our study identified factors common to a variety of populations and settings that may promote or inhibit uptake and adherence to falls-related interventions. DESIGN AND METHODS: Semistructured interviews to assess perceived advantages and barriers to taking part in falls-related interventions were carried out in six European countries with 69 people aged 68 to 97 years. The sample was selected to include people with very different experiences of participation or nonparticipation in falls-related interventions, but all individuals were asked about interventions that included strength and balance training. RESULTS: Attitudes were similar in all countries and contexts. People were motivated to participate in strength and balance training by a wide range of perceived benefits (interest and enjoyment, improved health, mood, and independence) and not just reduction of falling risk. Participation also was encouraged by a personal invitation from a health practitioner and social approval from family and friends. Barriers to participation included denial of falling risk, the belief that no additional falls-prevention measures were necessary, practical barriers to attendance at groups (e.g., transport, effort, and cost), and a dislike of group activities. IMPLICATIONS: Because many older people reject the idea that they are at risk of falling, the uptake of strength and balance training programs may be promoted more effectively by maximizing and emphasizing their multiple positive benefits for health and well-being. A personal invitation from a health professional to participate is important, and it also may be helpful to provide home-based programs for those who dislike or find it difficult to attend groups.

Aversive Stimuli and Functional Networks of Fear Learning in PTSD : 734

Background: One characteristic of post traumatic stress disorder is an inability to adapt to a safe environment i.e. to change behavior when predictions of adverse outcomes are not met. Recent studies have also indicated that PTSD patients have altered pain processing, with hyperactivation of the putamen and insula to aversive stimuli (Geuze et al, 2007). The present study examined neuronal responses to aversive and predicted aversive events. Methods: Twenty-four trauma exposed non-PTSD controls and nineteen subjects with PTSD underwent fMRI imaging during a partial reinforcement fear conditioning paradigm, with a mild electric shock as the unconditioned stimuli (UCS). Three conditions were analyzed: actual presentations of the UCS, events when a UCS was expected, but omitted (CS+), and events when the UCS was neither expected nor delivered (CS-). Results: The UCS evoked significant alterations in the pain matrix consisting of the brainstem, the midbrain, the thalamus, the insula, the anterior and middle cingulate and the contralateral somatosensory cortex. PTSD subjects displayed bilaterally elevated putamen activity to the electric shock, as compared to controls. In trials when USC was expected, but omitted, significant activations were observed in the brainstem, the midbrain, the anterior insula and the anterior cingulate. PTSD subjects displayed similar activations, but also elevated activations in the amygdala and the posterior insula. Conclusions: These results indicate altered fear and safety learning in PTSD, and neuronal activations are further explored in terms of functional connectivity using psychophysiological interaction analyses.

Mothers' and fathers' views of the interdependence of their relationships with their infant: a systems perspective on early family relationships.

This study examined the interrelatedness of mother-infant and father-infant relationships as they develop over the first 4 months postpartum as well as the dynamics used by the couple to balance these relationships. First-time mother-father couples (n = 18) were interviewed separately at 1, 6, and 16 weeks postpartum using the Parent-Infant Relationship Interview. The data were analyzed using in-depth qualitative strategies. The parents' core themes of their early family relationships ranged from an undifferentiated unit at 1 week, to being a highly disorganized unit at 6 weeks, to a more integrated unit at 16 weeks. These results suggest that one should be thinking of early family relationships and parenting in terms of "messy processes" out of which new ways of being together are created. This disorganization plays a fundamental role in the establishment of early family relationships and warrants further empirical and clinical attention.

Stability of repeated student evaluations of teaching in the second preclinical year of a medical curriculum

RESUME L'étude de la médecine à la Faculté de l'Université de Lausanne est un cursus de six ans. Depuis la réforme générale du curriculum en octobre 1995, le programme de la deuxième année consacrée à l'étude de l'être humain sain a été transformé. L'enseignement intégré par système ou organe a été introduit en remplaçant l'enseignement par discipline. Parallèlement, un système d'évaluation de l'enseignement par les étudiants a été proposé. Il a été amélioré au fil des années et depuis l'année académique 1998-99, l'évaluation est devenue systémique et régulière. Notre étude présente et compare les résultats des évaluations de l'enseignement et des enseignants de neuf cours intégrés dispensés en deuxième année durant deux années académiques (1998-99 et 1999-2000). Une forte corrélation entre les résultats des deux années consécutives ainsi qu'une importante disparité des estimations à l'intérieure de chacune de deux années ont été observées. Ceci démontre un engagement sérieux des étudiants dans le processus d'évaluation, révèle la pertinence de leur analyse et leur bonne capacité de discernement. L'analyse de nos résultats montre que les évaluations effectuées par les étudiants peuvent constituer une source fiable d'informations et contribuer à l'amélioration du processus d'enseignement.

The views of rich Europeans are more likely to be reflected by political parties than those of poorer citizens

How does income inequality affect political representation? Jan Rosset, Nathalie Giger and Julian Bernauer examine whether politicians represent the views of poorer and richer citizens equally. They find that in 43 out of the 49 elections included in their analysis, the preferences of low-income citizens are located further away from the policy positions of the closest political party than those with mid-range incomes. This suggests that income inequality may spill-over into political inequalities, although it is less clear whether this effect is likely to get better or worse as a result of the Eurozone crisis.

A model for the evolution of reinforcement learning in fluctuating games

Many species are able to learn to associate behaviours with rewards as this gives fitness advantages in changing environments. Social interactions between population members may, however, require more cognitive abilities than simple trial-and-error learning, in particular the capacity to make accurate hypotheses about the material payoff consequences of alternative action combinations. It is unclear in this context whether natural selection necessarily favours individuals to use information about payoffs associated with nontried actions (hypothetical payoffs), as opposed to simple reinforcement of realized payoff. Here, we develop an evolutionary model in which individuals are genetically determined to use either trial-and-error learning or learning based on hypothetical reinforcements, and ask what is the evolutionarily stable learning rule under pairwise symmetric two-action stochastic repeated games played over the individual's lifetime. We analyse through stochastic approximation theory and simulations the learning dynamics on the behavioural timescale, and derive conditions where trial-and-error learning outcompetes hypothetical reinforcement learning on the evolutionary timescale. This occurs in particular under repeated cooperative interactions with the same partner. By contrast, we find that hypothetical reinforcement learners tend to be favoured under random interactions, but stable polymorphisms can also obtain where trial-and-error learners are maintained at a low frequency. We conclude that specific game structures can select for trial-and-error learning even in the absence of costs of cognition, which illustrates that cost-free increased cognition can be counterselected under social interactions.

Conceptualisation et emploi du passé composé et de l'imparfait en français langue étrangère (L3) au Sri Lanka : l'impact du singhalais langue maternelle (L1) et de l'anglais langue seconde (L2)

Résumé: Notre étude chevauche deux domaines de recherche quasi indissociables : ceux de la linguistique et de la didactique des langues. Comme l'indique le sujet, elle examine la conceptualisation et l'emploi de deux notions aspecto-temporelles du français (le passé composé et l'imparfait), sous l'impact des connaissances grammaticales déjà acquises sur deux autres langues : le singhalais et l'anglais. Notre recherche relève des domaines de la psycholinguistique, de la linguistique acquisitionnelle et de la linguistique comparative. Toutefois, dans le cadre de cette étude, nous examinons ces notions grammaticales françaises et leurs équivalents présumés dans les deux autres langues comme étant des concepts relevant des langues à statuts sociaux spécifiques [à savoir, langue maternelle (L1), langue seconde (L2) et langue étrangère (L3)], dans un contexte particulier d'enseignement/apprentissage et d'acquisition de langue [à savoir, le contexte d'enseignement/apprentissage et d'acquisition du français langue étrangère (FLE) au Sri Lanka]. En ce sens, notre étude est également liée aux domaines de la sociolinguistique et de la didactique des langues, notamment, étrangères. Ce qui pourrait probablement distinguer cette recherche des autres, c'est qu'elle aborde certaines questions linguistiques et didactiques peu étudiées jusqu'ici. Entre autres, l'influence de deux langues sur l'enseignement/apprentissage d'une L3, l'enseignement/apprentissage des langues dans des contextes exolingues et le rôle des transferts dans la conceptualisation des notions grammaticales. Pourtant, lorsque nous avons choisi le contexte d'apprentissage du FLE au Sri Lanka comme terrain de recherche, nous avons également visé d'autres objectifs : examiner les systèmes verbaux de trois langues dont l'imbrication n'a pas encore été objet d'étude ; examiner le système verbal aspecto-temporel peu explicité du singhalais à la lumière des descriptions linguistiques occidentales ; vérifier certains préjugés concernant les liens de proximité et de distance entre les trois langues choisies et étudier les causes de ces préjugés. Notre corpus provient de plusieurs classes de FLE au Sri Lanka. Le public observé était constitué d'adolescents ou d'adultes bilingues ayant le singhalais en L1 et l'anglais en L2. Les cours choisis se distinguaient les uns des autres par plusieurs critères, mais travaillaient tous sur les notions du passé composé et de l'imparfait. A la conclusion de notre étude, nous avons constaté qu'un nombre important de nos hypothèses initiales se sont avérées véridiques. A titre d'exemples, les transferts entre les langues premières et la langue cible sont récurrents et non négligeables chez l'écrasante majorité des apprenants exolingues observés, et parfois, même chez leurs enseignants; si ces apprenants recourent à ces langues pour étayer leur apprentissage, ni leurs enseignants ni leurs manuels provenant de l'étranger ne les guident dans ce travail; les transferts ayant l'anglais pour origine l'emportent considérablement sur ceux provenant du singhalais. De même, suite à l'analyse contrastive des trois systèmes verbaux aspecto-temporels et à l'analyse du corpus, nous avons également eu un résultat imprévu : contrairement à une représentation répandue chez les apprenants singhalais, il existe des points convergents entre leur L1 et le français ; du moins, au niveau de l'emploi de certains temps du passé. Un fait dont on était jusqu'ici ignorants mais dont on peut sûrement profiter dans les cours de FLE au Sri Lanka. Suite à ces observations et à la fin de notre thèse, nous avons fait quelques recommandations didactiques afin d'améliorer les conditions d'enseignement/apprentissage des langues étrangères, au Sri Lanka et ailleurs. Abstract: Our research is related to the fields of both linguistics and didactics, two research areas which are almost inseparable. As the title shows, the thesis examines the issue of conceptualizing and using of two grammatical (aspectual and temporal) concepts of the French language (le passé composé and l'imparfait), under the influence of previously acquired grammatical knowledge of two other languages: Sinhalese and English. Thus, our research is linked to the domains of psycholinguistics, acquisitional linguistics and comparative linguistics. However, within the framework of this study, we will consider the above-mentioned two French grammatical concepts and their presumed equivalents in the other two languages as concepts belonging to three languages with specific social status [i.e. first language (L1), second language (L2) and foreign language (L3)], taught/learnt/acquired in a particular language teaching/learning context [the context of teaching/learning of French as a foreign language (FFL) in Sri Lanka]. In that sense, our study is also associated with the fields of sociolinguistics and language teaching, especially foreign language teaching. What could probably make this study outstanding is that it studies certain linguistic and didactic issues which have not yet been studied. For example, it examines, among other issues, the following: the influence of two languages (i.e. mother tongue -L1 & second language -L2) on the teaching/learning process of a third language (i.e. foreign language- L3); foreign language teaching and learning in an exolingual context (where the target language is not spoken outside the classroom); the role of language transfers in the process of grammatical notion conceptualization. However, in selecting the FFL teaching/learning context in Sri Lanka as our field of research, we had further objectives in mind : i.e. 1) studying the verb systems of three languages whose combination has never been studied before ; 2) studying the aspectual-temporal formation of the Sinhalese verb system (which is hardly taught explicitly) in the light of the linguistic descriptions of dominant European languages; 3) verifying certain preconceived ideas regarding the proximity and the distance between the three chosen languages, and 4) studying the causes for these preconceptions. Our corpus is obtained from a number of FFL classes in Sri Lanka. The observed student groups consisted of bilingual adolescents and adults whose first language (L1) was Sinhalese and the second language (L2) was English. The observed classes differed in many ways but in each of those classes, a common factor was that the students had been learning some aspect of the two grammatical concepts, le passé composé and l'imparfait. Having completed our study, we now see that a considerable number of our initial hypotheses are proven correct. For example, in the exolingual French language teaching/learning context in Sri Lanka where we carried out our research, language transfers between the first and target languages were recurrent and numerous in the work of the greater majority of the observed language learners, and even their teachers; these transfers were so frequent that they could hardly be ignored during the teaching/learning process ; although learners turned to their first languages to facilitate the learning process of a new language, neither their teachers, nor their text books helped them in this task; the transfers originating from English were far too numerous than those originating from Sinhalese; however, contrary to the popular belief among many Sinhalese learners of French, the contrastive analysis of the three aspectual-temporal verb systems and the study of our corpus helped us in proving that there are common linguistic features between the Sinhalese and the French languages ; at least, when it comes to using some of their past tenses. This is a fact which had been ignored up to now but which could probably be used to improve French teaching/learning in Sri Lanka. Taking all observations into account, we made some pedagogical recommendations in the concluding part of our thesis with the view of improving foreign language teaching/learning in Sri Lanka, and elsewhere.