Tough adults, frail babies: an analysis of stress sensitivity across early life-history stages of widely introduced marine invertebrates

All ontogenetic stages of a life cycle are exposed to environmental conditions so that population persistence depends on the performance of both adults and offspring. Most studies analysing the influence of abiotic conditions on species performance have focussed on adults, while studies covering early life-history stages remain rare. We investigated the responses of early stages of two widely introduced ascidians, Styela plicata and Microcosmus squamiger, to different abiotic conditions. Stressors mimicked conditions in the habitats where both species can be found in their distributional ranges and responses were related to the selection potential of their populations by analysing their genetic diversity. Four developmental stages (egg fertilisation, larval development, settlement, metamorphosis) were studied after exposure to high temperature (30°C), low salinities (26 and 22 ) and high copper concentrations (25, 50 and 100 µg/L). Although most stressors effectively led to failure of complete development (fertilisation through metamorphosis), fertilisation and larval development were the most sensitive stages. All the studied stressors affected the development of both species, though responses differed with stage and stressor. S. plicata was overall more resistant to copper, and some stages of M. squamiger to low salinities. No relationship was found between parental genetic composition and responses to stressors. We conclude that successful development can be prevented at several life-history stages, and therefore, it is essential to consider multiple stages when assessing species' abilities to tolerate stress. Moreover, we found that early development of these species cannot be completed under conditions prevailing where adults live. These populations must therefore recruit from elsewhere or reproduce during temporal windows of more benign conditions. Alternatively, novel strategies or behaviours that increase overall reproductive success might be responsible for ensuring population survival.

Microsatellite markers reveal shallow genetic differentiation between cohorts of the common sea urchin Paracentrotus lividus (Lamarck) in northwest Mediterranean

Temporal variability was studied in the common sea urchin Paracentrotus lividus through the analysis of the genetic composition of three yearly cohorts sampled over two consecutive springs in a locality in northwestern Mediterranean. Individuals were aged using growth ring patterns observed in tests and samples were genotyped for five microsatellite loci. No reduction of genetic diversity was observed relative to a sample of the adult population from the same location or within cohorts across years. FST and amova results indicated that the differentiation between cohorts is rather shallow and not significant, as most variability is found within cohorts and within individuals. This mild differentiation translated into estimates of effective population size of 90100 individuals. When the observed excess of homozygotes was taken into account, the estimate of the average number of breeders increased to c. 300 individuals. Given our restricted sampling area and the known small-scale heterogeneity in recruitment in this species, our results suggest that at stretches of a few kilometres of shoreline, large numbers of progenitors are likely to contribute to the larval pool at each reproduction event. Intercohort variation in our samples is six times smaller than spatial variation between adults of four localities in the western Mediterranean. Our results indicate that, notwithstanding the stochastic events that take place during the long planktonic phase and during the settlement and recruitment processes, reproductive success in this species is high enough to produce cohorts genetically diverse and with little differentiation between them. Further research is needed before the link between genetic structure and underlying physical and biological processes can be well established.

Some like it hot: temperature and acidification modulate larval development and settlement of the sea urchin Arbacia lixula

We studied the effects of temperature and pH on larval development, settlement and juvenile survival of a Mediterranean population of the sea urchin Arbacia lixula. Three temperatures (16, 17.5 and 19 °C) were tested at present pH conditions (pHT 8.1). At 19 °C, two pH levels were compared to reflect present average (pHT 8.1) and near-future average conditions (pHT 7.7, expected by 2100). Larvae were reared for 52-days to achieve the full larval development and complete the metamorphosis to the settler stage. We analyzed larval survival, growth, morphology and settlement success. We also tested the carry-over effect of acidification on juvenile survival after 3 days. Our results showed that larval survival and size significantly increased with temperature. Acidification resulted in higher survival rates and developmental delay. Larval morphology was significantly altered by low temperatures, which led to narrower larvae with relatively shorter skeletal rods, but larval morphology was only marginally affected by acidification. No carry-over effects between larvae and juveniles were detected in early settler survival, though settlers from larvae reared at pH 7.7 were significantly smaller than their counterparts developed at pH 8.1. These results suggest an overall positive effect of environmental parameters related to global change on the reproduction of A. lixula, and reinforce the concerns about the increasing negative impact on shallow Mediterranean ecosystems of this post-glacial colonizer.

The (partisan) role of the press in direct democratic campaigns : Evidence from a Swiss vote on European integration

This article analyzes the role of the press in direct democratic campaigns. The paper argues the press has a dual role: On news pages, newspapers ought to inform citizens about the issue positions and frames of the pro and con camps in a balanced way. In editorials, newspapers act as political advocates that promote their own issue frames and try to shape public opinion through voting recommendations. Comparing the issue positions and frames in editorials and news reports in the run-up to the vote on the popular initiative "Yes to Europe" in Switzerland, this article shows that newspapers give similar visibility to the pro and con camps regardless of the papers' own editorial position. However, some newspapers favor issue frames that are in line with their editorial perspectives. In conclusion, newspapers are more similar in news report content than in editorial views.

Targeted nasal vaccination provides antibody-independent protection against Staphylococcus aureus.

Despite showing promise in preclinical models, anti-Staphylococcus aureus vaccines have failed in clinical trials. To date, approaches have focused on neutralizing/opsonizing antibodies; however, vaccines exclusively inducing cellular immunity have not been studied to formally test whether a cellular-only response can protect against infection. We demonstrate that nasal vaccination with targeted nanoparticles loaded with Staphylococcus aureus antigen protects against acute systemic S. aureus infection in the absence of any antigen-specific antibodies. These findings can help inform future developments in staphylococcal vaccine development and studies into the requirements for protective immunity against S. aureus.

Valence lasts longer than arousal : persistence of induced moods as assessed by psychophysiological measures

How long induced moods last is a critical question for mood research but has been only poorly addressed. In particular, physiological parameters have been rarely included to assess the effectiveness of mood induction procedures. Adopting a dimensional model of mood, we investigated the persistence of four different moods (positive higharousal, positive low-arousal, negative high-arousal, negative lowarousal) induced by four film clips ("sport", "nature", "torture", "slum") during a 9-minute computer task. We measured subjective mood state (valence and arousal), respiration, skin conductance level (SCL), heart rate, and corrugator activity in 76 subjects. Viewing of the selected film clips induced the expected effects both subjectively and physiologically. Corrugator activity was higher at the end of the negative clips than the positive clips, and ventilation and SCL were higher for the arousing clips than for the less arousing clips. People who watched the negative clips still reported more negative valence after the computer task and also showed more facial frowning (cf. figure) and lower SCL during the task than people who watched the positive clips. No arousal effects persisted throughout the task. The results suggest that induced changes in the valence dimension of moods are maintained throughout an intervening task and are physiologically best reflected by corrugator activity and SCL, whereas induced changes in the arousal dimension dissipate quickly. The findings of this study enrich, first, our knowledge concerning the relationships between subjective feelings and their physiological substrate. Second, they inform us about the effectiveness of film clips as a mood induction instrument. Third and most important, they suggest that induced changes in valence last longer than induced changes in arousal. High-arousal moods can last for an extended period of time in daily life, but they seem to be short-lived when induced in the lab. An important methodological consequence is that investigating the effect of the arousal dimension of a person's mood induced in the lab may be only possible when the subsequent task is relatively short. Finally, the findings show which physiological measures may be useful in tracking mood states.

Investing in Iowa’s Future, November 2, 2010

The Iowa Transportation Commission (Commission) and Iowa Department of Transportation (Iowa DOT) develop Iowa’s Five-Year Transportation Improvement Program (Five-Year Program) to inform Iowans of planned investments in our state’s multi-modal transportation system. The Five-Year Program is typically updated and approved each year in June. The Five-Year Program encompasses investments in aviation, transit, railroads, trails, and highways. This brochure describes the programming process used by the Commission and Iowa DOT to develop the highway section of the Five-Year Program.

On the monotonic core

The monotonic core of a cooperative game with transferable utility (T.U.-game) is the set formed by all its Population Monotonic Allocation Schemes. In this paper we show that this set always coincides with the core of a certain game associated to the initial game.

Endovascular aortic repair versus open surgical repair for descending thoracic aortic disease a systematic review and meta-analysis of comparative studies.

OBJECTIVES: The purpose of this study was to determine whether thoracic endovascular aortic repair (TEVAR) reduces death and morbidity compared with open surgical repair for descending thoracic aortic disease. BACKGROUND: The role of TEVAR versus open surgery remains unclear. Metaregression can be used to maximally inform adoption of new technologies by utilizing evidence from existing trials. METHODS: Data from comparative studies of TEVAR versus open repair of the descending aorta were combined through meta-analysis. Metaregression was performed to account for baseline risk factor imbalances, study design, and thoracic pathology. Due to significant heterogeneity, registry data were analyzed separately from comparative studies. RESULTS: Forty-two nonrandomized studies involving 5,888 patients were included (38 comparative studies, 4 registries). Patient characteristics were balanced except for age, as TEVAR patients were usually older than open surgery patients (p = 0.001). Registry data suggested overall perioperative complications were reduced. In comparative studies, all-cause mortality at 30 days (odds ratio [OR]: 0.44, 95% confidence interval [CI]: 0.33 to 0.59) and paraplegia (OR: 0.42, 95% CI: 0.28 to 0.63) were reduced for TEVAR versus open surgery. In addition, cardiac complications, transfusions, reoperation for bleeding, renal dysfunction, pneumonia, and length of stay were reduced. There was no significant difference in stroke, myocardial infarction, aortic reintervention, and mortality beyond 1 year. Metaregression to adjust for age imbalance, study design, and pathology did not materially change the results. CONCLUSIONS: Current data from nonrandomized studies suggest that TEVAR may reduce early death, paraplegia, renal insufficiency, transfusions, reoperation for bleeding, cardiac complications, pneumonia, and length of stay compared with open surgery. Sustained benefits on survival have not been proven.

2012-2016 Iowa Transportation Improvement Program

The Iowa Transportation Improvement Program (Program) is published to inform Iowans of planned investments in our state’s transportation system. The Iowa Transportation Commission (Commission) and Iowa Department of Transportation (Iowa DOT) are committed to programming those investments in a fiscally responsible manner. This document reflects Iowa’s multimodal transportation system by the inclusion of investments in aviation, transit, railroads, trails, and highways. A major component of this program is the highway section that documents programmed investments on the primary highway system for the next five years. A large part of funding available for highway programming comes from the federal government. Accurately estimating future federal funding levels is dependent on having a current enacted multi-year federal transportation authorization. The most recent authorization, Safe, Accountable, Flexible, Efficient Transportation Equity Act: A Legacy for Users (SAFETEA-LU), expired September 30, 2009, and to date it has been extended seven times because a new authorization has not yet been enacted. The current extension will expire September 30, 2011. This leads to significant uncertainty in federal funding; however, it is becoming evident that, in Federal Fiscal Year 2012 and beyond, federal funding revenue will likely be reduced by 25 percent from current levels in order to match revenue that flows into the Highway Trust Fund. This Program reflects this anticipated reduction in federal funding. While Iowa law does not require the adoption of a Program when federal transportation funding is being reauthorized, the Commission believes it is important to adopt a Program in order to continue on-going planning and project development efforts so that Iowa will be well positioned when a new authorization is adopted. However, it is important to recognize that, absent a federal authorization bill, there is significant uncertainty in the forecast of federal revenues. The Commission and the Iowa DOT will continue to monitor federal revenues and will adjust future investments as needed to maintain a fiscally responsible Program. For 2012-2016, approximately $2.3 billion is forecast to be available for highway right of way and construction. In developing the highway section of the Program, the Commission’s primary investment objective remains stewardship (i.e. safety, maintenance and preservation) of Iowa’s existing highway system. Over $1.3 billion is programmed in FY2012 through FY2016 for preservation of Iowa’s existing highway system and for enhanced highway safety features. The highway section also includes significant interstate investments on I-29 in Sioux City, I-29/80/480 in Council Bluffs, and I-74 in Bettendorf/Davenport. The FY2016 programming for construction on I-74 in Bettendorf/Davenport is the first of several years of significant investments that will be monitored for available funding. Approximately $200 million of the investments on these three major urban interstate projects address preservation needs. In total, approximately $1.5 billion is programmed for highway preservation activities for 2012- 2016. Another highway programming objective is maintaining the scheduled completion of capacity and economic development projects. Projects that were previously scheduled to be completed within the previous Program continue on their current schedule. However, due to the reduction of projected federal revenues, the Commission has delayed by one year the initiation of construction of all multi-year non-Interstate capacity and economic development projects that cannot be completed within this Program. These projects are U.S. 20 in Woodbury County, U.S. 30 in Benton County, U.S. 61 in Louisa County, and Iowa 100 in Linn County. The Iowa DOT and Commission appreciate the public’s involvement in the state’s transportation planning process. Comments received personally, by letter or through participation in the Commission’s regular meetings or public input meetings held around the state each year, are invaluable in providing guidance for the future of Iowa’s transportation system. It should be noted that this document is a planning guide. It does not represent a binding commitment or obligation of the Commission or Iowa DOT, and is subject to change.

Pursuant to Section 1 of House File 466

Pursuant to Section 1 of House File 466 of the 81' General Assembly, the Iowa Department of Transportation (DOT) is required to report to the Legislative Council regarding the progress of the building project for the Motor Vehicle Division and to inform the General Assembly of any significant delays or unanticipated expenditures. The Motor Vehicle Division building project has been completed and $293,753 was reverted. This will serve as the Iowa DOT's final report and will fulfill the requirements of HF 466.

O-chromosome lethal frequencies in Serbian and Montenegrin Drosophila subobscura populations

Lethal chromosomal frequencies were obtained from three Drosophila subobscura samples from the Mt. Avala (Serbia) population in September 2003 (0.218), June 2004 (0.204) and September 2004 (0.250). These values and those from other Balkan populations studied previously (Petnica, Kamariste, Zanjic and Djerdap) were used to analyze the possible effect of population, year, month and altitude above sea level on lethal chromosomal frequencies. According to ANOVAS no effect were observed. Furthermore, the lethal frequencies of the Balkan populations did not vary according to latitude. This is probably due to the relative proximity and high gene flow between these populations. From a joint study of all the Palearctic D. subobscura populations so far analyzed, it can be deduced that the Balkan populations are located in the central area of the species distribution. Finally, it seems that lethal chromosomal frequencies are a consequence of the genetic structure of the populations.

Highway Program Summary, 2012 to 2016

The Iowa Transportation Commission (Commission) and the Iowa Department of Transportation (Iowa DOT) develop Iowa’s Five Year Highway Program to inform Iowans of planned investments in our state’s primary highway system. This brochure summarizes the 2012-2016 Iowa Highway Program (Program) and provides information about long-term highway programming issues, through the year 2020. The Program is typically updated and approved each year in June.

New vineyard cultivation practices create patchy ground vegetation, favouring Woodlarks

Intensive agriculture, in which detrimental farming practices lessen food abundance and/or reduce food accessibility for many animal species, has led to a widespread collapse of farmland biodiversity. Vineyards in central and southern Europe are intensively cultivated; though they may still harbour several rare plant and animal species, they remain little studied. Over the past decades, there has been a considerable reduction in the application of insecticides in wine production, with a progressive shift to biological control (integrated production) and, to a lesser extent, organic production. Spraying of herbicides has also diminished, which has led to more vegetation cover on the ground, although most vineyards remain bare, especially in southern Europe. The effects of these potentially positive environmental trends upon biodiversity remain mostly unknown as regards vertebrates. The Woodlark (Lullula arborea) is an endangered, short-distance migratory bird that forages and breeds on the ground. In southern Switzerland (Valais), it occurs mostly in vineyards. We used radiotracking and mixed effects logistic regression models to assess Woodlark response to modern vineyard farming practices, study factors driving foraging micro-habitat selection, and determine optimal habitat profile to inform management. The presence of ground vegetation cover was the main factor dictating the selection of foraging locations, with an optimum around 55% at the foraging patch scale. These conditions are met in integrated production vineyards, but only when grass is tolerated on part of the ground surface, which is the case on ca. 5% of the total Valais vineyard area. In contrast, conventionally managed vineyards covering a parts per thousand yen95% of the vineyard area are too bare because of systematic application of herbicides all over the ground, whilst the rare organic vineyards usually have a too-dense sward. The optimal mosaic with ca. 50% ground vegetation cover is currently achieved in integrated production vineyards where herbicide is applied every second row. In organic production, ca. 50% ground vegetation cover should be promoted, which requires regular mechanical removal of ground vegetation. These measures are likely to benefit general biodiversity in vineyards.

Analyse économique et comportements à risque

Introduction Le cadre conceptuel de l'analyse économique considère que l'individu prend des décisions en mettant en balance les avantages et les inconvénients que ces décisions présentent pour lui. En s'appuyant sur ses préférences et en intégrant ses contraintes (matérielles, physiques, externes, etc.), il choisit d'effectuer ou non une action, d'adopter ou pas un comportement, de façon à ce que les conséquences de ses choix maximisent sa satisfaction. Le fait qu'un individu adopte un certain comportement révèle donc le caractère positif pour lui des conséquences de ce comportement. C'est le postulat méthodologique de rationalité du consommateur, fondement de toute analyse économique. L'adoption par un individu d'un comportement qui implique un risque pour son bien-être physique ou mental suit le même schéma d'analyse. Il résulte d'un arbitrage inter temporel entre la satisfaction que procure ce comportement et le coût du risque associé. Ce risque se définit par la combinaison de la probabilité d'occurrence de l'événement redouté avec la gravité de ses conséquences. En adoptant un comportement à risque, l'individu révèle donc que ce comportement a pour lui un impact net positif. Certains comportements à risque, comme la consommation de tabac et, plus largement, de psychotropes, engendrent une dépendance à même de brider le libre-arbitre du consommateur. Un individu peut être amené à consommer un produit alors même que sa raison lui dicte de ne pas le faire. Ces comportements ont longtemps été considérés par les économistes comme extérieurs au champ d'analyse de leur discipline, la dépendance paraissant antinomique avec le concept de rationalité du consommateur. Par son modèle de dépendance rationnelle, Gary Stanley Becker prend le contre-pied de cette approche en montrant qu'un comportement de dépendance pouvait parfaitement s'expliquer par la maximisation de la fonction de satisfaction d'un individu rationnel et informé. Il postule que les consommateurs de stupéfiants sont conscients des conséquences futures de leurs décisions présentes, tant du point de vue de leur santé que de celui de la dépendance. Dans ce modèle, la dépendance implique deux effets le renforcement et la tolérance. Le renforcement signifie que plus un bien a été consommé dans le passé, plus l'augmentation de sa consommation courante est valorisée. En d'autres termes, l'utilité marginale de la consommation courante augmente avec la consommation antérieure. La tolérance traduit le fait qu'un individu habitué à la consommation d'un bien tirera d'une consommation donnée une satisfaction inférieure par rapport à un individu qui a peu consommé par le passé. Dans l'exemple du tabagisme, l'effet de renforcement implique qu'un grand fumeur ressent une forte envie de fumer, mais que plus il a fumé dans le passé, plus le plaisir qu'il ressent en fumant une quantité donnée de cigarettes diminue. Le premier effet explique le phénomène de manque et le second explique pourquoi la satisfaction qu'un fumeur retire de sa consommation de cigarettes tend à diminuer avec le temps. Selon Becker, l'individu choisit de devenir dépendant : il sait que sa consommation présente de cigarettes contraint ses choix futurs et il détermine au départ sa consommation sur l'ensemble de sa vie. Cependant, ce modèle n'est pas compatible avec les regrets exprimés par de nombreux fumeurs et les tentatives infructueuses de sevrage souvent concomitantes. Un fumeur qui anticiperait parfaitement le phénomène de dépendance arrêterait de fumer à la date voulue, à sa première tentative. Partant de ce constat, Athanasios Orphanides a construit un modèle dans lequel les fumeurs peuvent se retrouver prisonniers de leur consommation par des anticipations imparfaites du pouvoir addictif du tabac. Leur théorie suppose que les individus ne sont pas tous sujets de la même manière à la dépendance, que chacun a une perception subjective de son risque de dépendance et que cette perception évolue constamment durant la période de consommation du bien addictif. Dans ce contexte, un individu qui maximise des préférences stables, mais qui sous-estime le potentiel addictif d'un produit peut devenir dépendant par accident et regretter ensuite cette dépendance. Le modèle de Becker ou celui d'Orphanides ont des conséquences très différentes sur l'action régulatrice que doit ou non jouer l'État sur le marché d'un bien addictif. Si, comme Becker, on considère que les consommateurs sont rationnels et parfaitement informés des conséquences de leurs actes, l'action du régulateur devrait se limiter à l'internalisation du coût externe que les fumeurs font peser sur la société. Si le fumeur est conscient du risque qu'il prend et que pour lui le plaisir qu'il retire de cette consommation dépasse le déplaisir engendré par ses conséquences, une intervention du régulateur reposerait sur une base paternaliste, l'État posant alors un jugement de valeur sur les préférences des individus. En revanche, si on considère, comme dans la modélisation d'Orphanides, que les fumeurs sous-estiment le phénomène de dépendance lorsqu'ils décident de se mettre à fumer, un marché non régulé conduit à une consommation supérieure à celle qui prévaudrait en information parfaite. Certains fumeurs peuvent ainsi se retrouver accrochés à leur consommation de tabac, sans que cela ait été leur but. Dans cette perspective, l'État est légitimé à intervenir par des politiques de lutte contre le tabagisme, afin de compenser les erreurs d'anticipation des individus. Cette thèse propose d'appliquer les outils de l'analyse économique à des problématiques de santé publique dans le domaine des comportements à risque et en particulier du tabagisme. Elle a pour finalité d'apporter de nouveaux éléments de connaissance permettant d'éclairer certains choix de régulation dans ce domaine. Le premier chapitre est une analyse coût-efficacité des thérapies médicamenteuses de soutien à la désaccoutumance tabagique. Comme nous l'avons vu plus haut, certains fumeurs se trouvent piégés dans leur consommation par le phénomène de dépendance et ont des difficultés à arrêter de fumer. Ces dernières années, plusieurs médicaments de soutien au fumeur en phase de sevrage ont fait leur apparition. Parmi eux, on compte des substituts nicotiniques sous forme de gomme, patch, spray ou inhalateur, mais aussi un antidépresseur ne contenant pas de nicotine. Ces traitements présentent des efficacités et des coûts différents. L'évaluation économique en santé permet de calculer un indicateur unique d'efficience qui synthétise l'efficacité d'un traitement et son coût. Cette méthode permet de comparer différents types de prises en charge médicales d'une même pathologie, mais aussi de comparer des interventions thérapeutiques dans des domaines différents. Nous développons un modèle de Markov pour estimer le gain en année de vie d'une stratégie de prévention du tabagisme. Ce modèle permet de simuler le devenir d'une cohorte de fumeurs en fonction du type de soutien à la désaccoutumance qui leur est proposé. Sur cette base, nous calculons le coût par année de vie gagnée de chaque type d'intervention. Les résultats permettent de classer les cinq types de prise en charge selon leur efficience, mais aussi de les comparer à d'autres interventions de prévention dans des domaines différents. Le deuxième chapitre traite des corrélations entre le niveau de formation des individus et leur consommation de tabac. Sur un plan épidémiologique, on constate que les personnes qui atteignent un niveau de formation plus élevé ont une propension à fumer plus faible que les autres. Peut-on en conclure qu'il existe une relation causale inverse entre formation et tabagisme ? Sous l'angle de la théorie économique, il existe deux principales hypothèses à même d'expliquer cette corrélation. La première hypothèse repose sur le modèle de capital santé développé par Michael Grossman au début des années 1970. Dans ce modèle, l'individu dispose d'un stock de santé qui se déprécie avec le temps. Ce stock peut être augmenté grâce à des dépenses en soins médicaux ou à des investissements en temps consacré à l'amélioration de sa santé. La formation a pour effet d'augmenter l'efficacité des investissements en santé. Dans le cas du tabac, Grossman considère que des individus mieux formés auront une meilleurs information sur les méfaits du tabac sur la santé, ce qui tendra à diminuer leur consommation de tabac. La seconde hypothèse ne considère pas un lien causal entre la formation et la santé, mais repose sur l'existence d'une tierce variable qui influencerait parallèlement, et dans un sens opposé, le niveau de formation et la propension à fumer. Cette tierce variable est le taux de préférence pour le présent. Pour un individu fortement tourné vers le présent, l'investissement en temps de formation a un coût relativement élevé dans la mesure où il doit sacrifier du revenu aujourd'hui pour obtenir un revenu plus élevé demain. Parallèlement, il pondère moins fortement la santé future et a donc une plus forte propension à fumer. Nous développons une méthode économétrique qui permet de séparer l'effet de causalité de l'effet de sélection. Le troisième chapitre traite du rôle des interactions sociales dans les comportements à risque des adolescents. La théorie économique considère que chaque individu définit seul ses choix de consommation en maximisant sa fonction d'utilité. Cela ne signifie pas pour autant qu'il soit insensible aux influences extérieures, notamment au comportement de son entourage. Dans certaines situations et pour certains produits, l'utilité que procure la consommation d'un bien est corrélée avec le nombre de personnes qui consomment ce même bien dans l'entourage. En d'autres termes, la consommation des autres, augmente la valeur que l'on attribue à un bien. Ce mécanisme est souvent appliqué à l'analyse des comportements à risque des adolescents et du rôle que peut y jouer le groupe des pairs. Si cet impact est bien connu du point de vue théorique, il est beaucoup plus difficile de le quantifier sur un plan empirique. Pour identifier cet effet, nous développons une méthodologie économétrique, originale dans ce contexte, qui permet de séparer l'effet individuel de l'effet d'influence des pairs dans l'adoption d'un comportement à risque. Nous appliquons cette méthode aux trois comportements à risque que sont la consommation de tabac, d'alcool et de cannabis chez les adolescents.