914 resultados para Formal concept analysis
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Background: Type 2 diabetes is linked to several complications which add to both physical and mental distress. Depression is a common co-morbidity of diabetes which can occur both as a cause and a consequence of type 2 diabetes. Depression has been shown to correlate with glucose regulation and treating depression might prove beneficial for glucose regulation as well as for mental well being. Another complication which might affect diabetes management is cognitive decline. Several risk factors and complications of diabetes might modify the risk for developing cognitive impairment, which is increased 1.5 times among subjects with type 2 diabetes. Type 2 diabetes, depression and impaired cognitive performance have all been linked to low birth weight. This thesis aimed to explore the effects and interactions of birth weight, depression and cognitive ability in relation to type 2 diabetes from a life course perspective. Subjects and methods: Studies I, II and V were part of the Helsinki Birth Cohort Study. 2003 subjects participated in an extensive clinical examination at an average age of 61 years. A standard glucose tolerance test (OGTT) was performed and depressive symptoms were assessed using the Beck Depression Inventory (BDI). In addition data was obtained from child welfare clinics and national registers. A subset of the cohort (n=1247) also performed a test on cognitive performance (CogState ®) at the average age of 64. Studies III and IV were randomised clinical trials where mildly depressed diabetic subjects were treated with paroxetine or placebo and the effect on metabolic parameters and quality of life was assessed. The first trial included 14 women and lasted 10 weeks, while the second trial included 43 subjects, both men and women, and lasted 6 months. Results: Type 2 diabetes was positively associated with the occurrence of depressive symptoms. Among diabetic subjects 23.6% had depressive symptoms, compared to 16.7% of subjects with normal glucose tolerance (OR = 1.77, p<0.001). Formal mediation analysis revealed that cardiovascular disease (CVD) is likely to act as a mediator in the association. Furthermore, low birth weight was found to modify the association between type 2 diabetes, CVD and depression. The association between BDI score and having type 2 diabetes or CVD was twice as strong in the subgroup with low birth weight (≤ 2500g) compared with the group with birth weight > 2500g (p for interaction 0.058). In the six months long randomised clinical trial (study IV) paroxetine had a transient beneficial effect on glycosylated haemoglobin A1c (GHbA1c) and quality of life when compared to placebo after three months of treatment. In study V we found that subjects with known diabetes had a consistently poorer level of cognitive performance than subjects with normal glucose tolerance in most of the tested cognitive domains. This effect was further amplified among those born with a small birth weight (p for interaction 0.002). Conclusions: Type 2 diabetes is associated with a higher occurrence of depressive symptoms compared to subjects with normal glucose tolerance. This association is especially strong among subjects with CVD and those born with a low birth weight. Treating depressed diabetic subjects with paroxetine has no long term effect on glucose regulation. Physicians should be aware of depression as an important co-morbidity of type 2 diabetes. Both depression and the cognitive decline often seen among diabetic subjects are increased if the subject is born with a low birth weight. Physicians should recognise low birth weight as an additional risk factor and modifier of diabetic complications.
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Yksinäisyyden merkitys hyvinvointia uhkaavana tekijänä on viimeaikoina noussut esiin yhä enenevissä määrin. Yksinäiset korkeakouluopiskelijat ovat erityisen haavoittuvassa elämäntilanteessa, sillä nuoren aikuisen elämään liittyvät erityiset kehitykselliset haasteet. Tärkeää on, että opiskelijat saavat tukea tilanteeseensa, jotta yksinäisyyden kauaskantoisilta vaikutuksilta vältyttäisiin. Vertaistuki voi monen kohdalla olla tärkeää, ja Internet mahdollistaa matalan kynnyksen paikan avun hakemiseen. Tutkielmassani perehdyn Nyyti ry:n ylläpitämään, korkeakouluopiskelijoille tarkoitettuun Yksinäisyys-nettiryhmään, ja siinä esiintyvään vertaistukeen. Erityisen tutkimusasetelmastani tekee vertaistuen tarkastelu sen kaksijakoisuuden kautta: millaisia avunsaajana olemisen ja avunantajana toimimisen tapoja kirjoituksista on löydettävissä, ja miten ne suhteutuvat toisiinsa. Näin voidaan ymmärtää paremmin keskustelijoiden tarpeita ja odotuksia, ja sitä, miten ryhmä pystyy niihin vastaamaan. Aineistoa on tutkittu sisällönanalyysin menetelmin. Näyttäisi siltä, että ryhmään kohdistetaan enemmän odotuksia ja tarpeita kuin mihin se pystyy vastaamaan. Avunsaajana olemisen luokkia oli yhteensä 15, jotka kuvasivat viittä eri ulottuvuutta. Ulottuvuudet olivat kokemuksellisuus, kontrolliodotus, vaikeusaste, suhde tietoon ja odotuksellisuus. Avunantajana toimimisen kohdalla luokkia muodostui kahdeksan, jotka kuvasivat neljää ulottuvuutta. Näitä olivat empatia, eteenpäin suuntaavuus, opastus ja kyseenalaistus. Avunsaajana oleminen hallitsi nettiryhmän keskusteluja, ja sitä kuvastavat tekstit olivat paitsi määrällisesti pidempiä, myös sisällöllisesti rikkaampia. Suhteutettaessa avunsaajan ja avunantajan tapoja toisiinsa havaitaan, että ryhmässä osoitettu tuki pystyy hyvin vastaamaan moniin odotuksiin, mutta toisaalta jokin tuenmuoto saattaa olla päinvastainenkin joidenkin luokkien tarpeille. Voikin olla, että vertaistuesta on keskustelijoille hyötyä tiettyyn tasoon asti, mutta suuri määrä erilaisia tarpeita ja odotuksia tekee mahdottomaksi niihin kaikkiin vastaamisen. Hyvä jatkotutkimuksen aihe olisi haastatteluin selvittää kirjoittajien omia näkemyksiä siitä, mistä kokevat ryhmään kirjoittaessaan hyötyvänsä. Tutkielman keskeisimpiä lähteitä ovat olleet: Weiss, R.S. (1973). Loneliness: the experience of emotional and social isolation, Kraut, R. ym (1998). Internet paradox. A social technology that reduces social involvement and psychological well-being?, Jung, J. (1987) Toward a social psychology of social support., Dennis, C-L. (2003). Peer support within a health care context: a concept analysis.
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We addressed four research questions, each relating to the training and assessment of the competencies associated with the performance of ultrasound-guided axillary brachial plexus blockade (USgABPB). These were: (i) What are the most important determinants of learning of USgABPB? (ii) What is USgABPB? What are the errors most likely to occur when trainees learn to perform this procedure? (iii) How should end-user input be applied to the development of a novel USgABPB simulator? (iv) Does structured simulation based training influence novice learning of the procedure positively? We demonstrated that the most important determinants of learning USgABPB are: (a) Access to a formal structured training programme. (b) Frequent exposure to clinical learning opportunity in an appropriate setting (c) A clinical learning opporunity requires an appropriate patient, trainee and teacher being present at the same time, in an appropriate environment. We carried out a comprehensive description of the procedure. We performed a formal task analysis of USgABPB, identifying (i) 256 specific tasks associated with the safe and effective performance of the procedure, and (ii) the 20 most critical errors likely to occur in this setting. We described a methodology for this and collected data based on detailed, sequential evaluation of prototypes by trainees in anaesthesia. We carried out a pilot randomised control trial assessing the effectiveness of a USgABPB simulator during its development. Our data did not enable us to draw a reliable conclusion to this question; the trail did provide important new learning (as a pilot) to inform future investigation of this question. We believe that the ultimate goal of designing effective simulation-based training and assessment of ultrasound-guided regional anaesthesia is closer to realisation as a result of this work. It remains to be proven if this approach will have a positive impact on procedural performance, and more importantly improve patient outcomes.
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Background: Spirituality is fundamental to all human beings, existing within a person, and developing until death. This research sought to operationalise spirituality in a sample of individuals with chronic illness. A review of the conceptual literature identified three dimensions of spirituality: connectedness, transcendence, and meaning in life. A review of the empirical literature identified one instrument that measures the three dimensions together. Yet, recent appraisals of this instrument highlighted issues with item formulation and limited evidence of reliability and validity. Aim: The aim of this research was to develop a theoretically-grounded instrument to measure spirituality – the Spirituality Instrument-27 (SpI-27). A secondary aim was to psychometrically evaluate this instrument in a sample of individuals with chronic illness (n=249). Methods: A two-phase design was adopted. Phase one consisted of the development of the SpI-27 based on item generation from a concept analysis, a literature review, and an instrument appraisal. The second phase established the psychometric properties of the instrument and included: a qualitative descriptive design to establish content validity; a pilot study to evaluate the mode of administration; and a descriptive correlational design to assess the instrument’s reliability and validity. Data were analysed using SPSS (Version 18). Results: Results of exploratory factor analysis concluded a final five-factor solution with 27 items. These five factors were labelled: Connectedness with Others, Self-Transcendence, Self-Cognisance, Conservationism, and Connectedness with a Higher Power. Cronbach’s alpha coefficients ranged from 0.823 to 0.911 for the five factors, and 0.904 for the overall scale, indicating high internal consistency. Paired-sample t-tests, intra-class correlations, and weighted kappa values supported the temporal stability of the instrument over 2 weeks. A significant positive correlation was found between the SpI-27 and the Spirituality Index of Well-Being, providing evidence for convergent validity. Conclusion: This research addresses a call for a theoretically-grounded instrument to measure spirituality.
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Background. Concept analysis has identified three domains in the competent use of birth technology â?? interpersonal skills, professional knowledge and clinical proficiency â?? and tentative criteria for birth technology competence. Aim. Fieldwork was undertaken to observe, confirm and explore pre-defined attributes of birth technology competence. Method. The Swartz-Barcott and Kim (2000) hybrid model of concept development was expanded to include an ethnographic observation of theory in action. Findings. Key attributes of birth technology competence found in â??real-worldâ?? midwifery practice were skills in using the machines, decision-making and traditional midwifery skills. Conclusions. The confusion surrounding the use of technology in midwifery practice needs to be addressed by both professionals and educationalists. Midwives should be taught to value traditional midwifery skills alongside those of machine skills. The identification of a model of appropriate technology use is needed in midwifery.
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Aim: To explore the impact of being a family carer to patients with stage 5 chronic kidney disease managed without dialysis.
Background: Increasing numbers of patients with renal disease worldwide are making the decision not to embark on dialysis. This group has significant physical and psychological symptom burdens similar to or greater than those in advanced cancer patients. Little is known about the impact on family carers.
Design: Exploratory, qualitative design.
Methods: The study was undertaken with 19 carers caring for patients managed in a Renal Supportive Care Service in the UK between 2006–2008. Sixty-one semi-structured interviews and detailed field notes inform the analysis.
Findings: ‘Caring from diagnosis to death’ was the overarching theme illustrated by three sub-themes: (i) Caregiver's plight – making sense of the disease and potential deterioration; (ii) Having to care indefinitely; and (iii) Avoiding talk of death. ‘Caring from diagnosis to death’ coincides with an original concept analysis of renal supportive care, which is considered an adjunct to the management of patients with renal disease at all stages of their illness.
Conclusion: There is a clear need for further research internationally and theory-based nursing interventions to support carers of patients managed without dialysis. The development of a holistic, integrated care pathway based on carer perspectives, which includes identification of information needs related to original diagnosis, associated comorbidities, treatment options, prognosis, and assistance in developing strategies to manage communication with patients as the end of life approaches, is required.
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Background: Chronic musculoskeletal pain is highly prevalent, affecting around one in five people across Europe. Osteoarthritis, low back pain, neck pain and other musculoskeletal disorders are leading causes of disability
worldwide and the most common source of chronic pain. Exercise and/or physical activity interventions have the potential to address not only the pain and disability associated with chronic pain but also the increased risk of morbidity and mortality seen in this population. Although exercise and/or physical activity is widely recommended, there is currently a paucity of research that offers an evidence base upon which the development or optimisation of interventions can be based. This systematic review will investigate the components of interventions associated with changes in physical activity levels in adults with chronic musculoskeletal pain.
Methods/Design: This systematic review will be reported in line with the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidance. Randomised and quasi-randomised controlled trials of interventions aimed at increasing physical activity in adults with chronic musculoskeletal pain will be included. Articles will be identified through a comprehensive search of the following databases: CENTRAL in the Cochrane Library, the Cochrane Database of Systematic Reviews (CDSR), MEDLINE, Embase, CINAHL, PsycINFO and AMED. Two review authors will independently screen articles retrieved from the search for eligibility, extract relevant data on methodological issues and code interventions according to the behaviour change technique taxonomy (v1) of 93 hierarchically clustered techniques. As complex healthcare interventions can be modified by a wide variety of factors, data will be summarised statistically when the data are available, are sufficiently similar and are of sufficient quality. A narrative synthesis will be completed if there is insufficient data to permit a formal meta-analysis.
Discussion: This review will be of value to clinicians working in chronic pain services and to researchers involved in designing and evaluating interventions.
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Les systèmes de santé des pays en développement font face à de nombreux enjeux organisationnels pour améliorer l’état de santé de leur population. Au nombre de ces enjeux, il est fréquemment mentionné la présence d’organisations internationales ayant des objectifs et caractéristiques peu convergents et qui interviennent de façon non nécessairement coordonnée. Cette thèse explore la thématique de l’introduction du changement dans ces systèmes de santé en mettant un accent spécifique sur l’enjeu lié à la présence de ces organisations internationales. La méthodologie utilisée est une analyse de concept. Cette approche méthodologique consiste à effectuer des revues critiques de la littérature sur des concepts, à mobiliser de nouvelles approches théoriques pour clarifier ces concepts et à réaliser des études de cas pour leur mise à l’épreuve empirique. En nous appuyant sur la théorie de l’action sociale de Parsons, la théorie de la complexité ainsi que les expériences d’introduction du changement dans différents systèmes de santé, nous avons développé un cadre théorique d’analyse de l’introduction du changement dans les systèmes de santé des pays en développement (1er concept). Ce cadre théorique, qui suggère de concevoir le processus d’introduction du changement comme un système d’action sociale complexe et émergent, a été appliqué à l’analyse de l’introduction d’un système de surveillance épidémiologique en Haïti. Plus précisément, nous avons analysé une étape ainsi que certains aspects du mécanisme sous-jacent au processus d’introduction du changement. Ce faisant, nous avons analysé, dans les deux premiers articles de la thèse, l’étape d’adoption du système de surveillance épidémiologique (2ème concept) ainsi que les déterminants de la collaboration entre les organisations impliquées dans le processus d’introduction du changement (3ème concept). Les résultats de ces analyses nous ont permis d’objectiver de faibles niveaux d’adoption, ainsi qu’une faible articulation des déterminants de la collaboration entre les différentes organisations impliquées dans le processus d’introduction du changement. Partant de ces constats, nous avons pu mettre en évidence, dans le troisième article, une phase de « chaos » dans le fonctionnement du système de santé d’Haïti. Cette phase de « chaos », qui pourrait expliquer les difficultés liées à l’introduction du changement dans les systèmes de santé des pays en développement en général et plus particulièrement en Haïti, était caractérisée par la présence d’un ordre sous-jacent au désordre apparent dans le fonctionnement de certaines composantes du système de santé d’Haïti, l’existence d’une instabilité, d’une imprédictibilité ainsi que d’une invariance structurelle aux différents niveaux de gouvernance. Par ailleurs, cette recherche a également permis de démontrer que les caractéristiques du « chaos » sont entretenues par la présence de trois groupes de systèmes d’action sociale bien articulés et bien cohérents à tous les échelons de la pyramide sanitaire en Haïti. Il s’agissait des systèmes d’action liés aux agences de coopération bilatérale, ceux liés aux initiatives ou fondations internationales de lutte contre le sida et finalement ceux associés aux organisations onusiennes. Ces systèmes d’action sociale sont en outre associés à d’autres systèmes d’action plus complexes qui sont situés à l’extérieur du système de santé d’Haïti. Au regard de ces résultats, nous avons proposé une nouvelle approche permettant de mieux appréhender l’introduction du changement dans les systèmes de santé des pays en développement et qui s’inscrit dans une logique permettant de favoriser une plus grande variété et une plus grande diversification. Cette variété et cette diversification étant soutenue par la création et la mise en place de plusieurs interconnections entre tous les systèmes d’action en présence dans les systèmes de santé qu’ils soient d’appartenance nationale, internationale ou qu’ils agissent au niveau central, départemental ou local. La finalité de ce processus étant l’émergence de propriétés systémiques issues non seulement des propriétés des groupes de systèmes d’action individuels qui interviennent dans la constitution du système émergent, mais aussi d’autres propriétés résultant de leur mise en commun.
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Malgré l’engouement pour les neurosciences cognitives des émotions et les nombreuses publications des dernières décennies tentant d’élucider les bases neurobiologiques des émotions, nos connaissances sur le domaine restent embryonnaires. Plusieurs questions importantes restent toujours sans réponses incluant s’il existe ou non un système unique pour le traitement de stimuli émotionnels et s’il y a ou non des différences entre les hommes et les femmes pour le traitement de stimuli émotionnels. L’objectif de cette thèse est d’apporter certains éléments de réponses à ces questions à travers une caractérisation du substrat neurobiologique impliqué dans le traitement de stimuli émotionnels visuels et dynamiques. Ce travail a été mené via l’imagerie par résonance magnétique fonctionnelle (IRMf) cérébrale. Le premier chapitre, subdivisé en quatre sections, permet de présenter la perspective dans laquelle s’inscrit la thèse. La première section de ce chapitre sert à établir certaines balises définitionnelles liées aux émotions. La seconde section, basée sur une lecture des textes originaux, retrace les faits historiques saillants de la neurobiologie des émotions allant de Charles Darwin à Joseph Ledoux. La troisième section débute où la seconde s’arrête et continue l’histoire de la neurobiologie des émotions à travers un résumé de toutes les principales méta-analyses d’imagerie fonctionnelle cérébrale des émotions. La dernière section du chapitre permet de présenter la problématique de recherche. La recherche, à proprement parler, qui constitue le corps de la thèse est ensuite présentée sous forme de trois articles. Enfin, les résultats de cette recherche et la manière dont ils s’inscrivent dans la continuité de nos connaissances actuelles font l’objet d’une discussion générale. Le premier article (chapitre II) rapporte, chez les hommes et les femmes, les régions du cerveau qui sont plus activées lors du traitement de films érotiques que lors du traitement de films dits ‘neutres’. Un chevauchement manifeste est observé entre les hommes et les femmes. Par contre, une activation significativement plus grande est observée chez les hommes pour l’hypothalamus, une région importante pour le comportement sexuel à travers la phylogénie. De plus, chez les hommes seulement, l’activation hypothalamique est corrélée à l’excitation sexuelle subjective. Comme la recherche présentée dans le premier article se sert de conditions expérimentales relativement longues pour l’IRMf (i.e. extraits de films de 3 minutes) et que ceci peut induire une nette diminution de signal en lien avec certaines contraintes de l’IRMf, le second article (chapitre III) examine les corrélats du traitement de stimuli sexuels en utilisant, cette fois, un paradigme d’IRMf classique où plusieurs extraits de films de 33 secondes sont présentés à la place. Cette étude démontre que, pour le traitement de stimuli sexuels, ce paradigme classique d’IRMf est beaucoup plus sensible que celui du premier article. De plus, comme ce paradigme mène à une reproduction des résultats du premier papier, ce travail soutient la perspective selon laquelle les paradigmes à époques courtes sont une alternative valide aux longues époques comme méthode d’étude du traitement de stimuli émotionnels. Le troisième article (chapitre IV) capitalise sur le protocole du second article et démontre que les patrons d’activation associés au visionnement de courts extraits de films induisant du dégoût, de l’amusement, ou de l’excitation sexuelle, sont très étendus. Une analyse de conjonction formelle démontre un large chevauchent de ces patrons à travers les différents affects étudiés. Enfin, le cinquième chapitre sert de discussion générale. Les questions des différences entre les hommes et les femmes dans le traitement des émotions, de l’existence ou non d’un système général pour le traitement des émotions, ainsi que de la manière dont un tel système pourrait être conçu, sont des points saillants de la discussion. Ces points sont abordés à la lumières des connaissances actuelles et des résultats des trois articles.
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Thèse réalisée en cotutelle entre Aix-Marseille Université et l'Université de Montréal
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Introducción: La hemofilia es una enfermedad poco frecuente; no obstante, los avances en los tratamientos de pacientes hemofílicos en las últimas décadas han generado cambios en su calidad de vida. Esto ha motivado el desarrollo de múltiples investigaciones al respecto. Objetivo: Revisar la literatura sobre la calidad de vida en el paciente hemofílico, producida en el periodo 2008-2012. Método: Se consultaron algunas bases de datos científicas utilizando como palabras clave “hemofilia” y “calidad de vida”. Se recopiló la información encontrada y se organizó según los objetivos propuestos en “factores negativos” y “factores protectores” de la calidad de vida a nivel fisiológico, psicosocial y cultural; “instrumentos para la evaluación de la calidad de vida” a nivel específico y general; y antecedentes empíricos de los últimos cinco años en los que se evaluara la calidad de vida o se realizara alguna intervención en la misma. Resultados: En general la información disponible sobre el comportamiento epidemiológico de la hemofilia es limitada. El interés por factores protectores y negativos es principalmente de tipo fisiológico, aunque se encontraron factores de tipo psicosocial y cultural, lo que indica la importancia de profundizar en esta temática. Existen pocos instrumentos especializados para la evaluación de la calidad de vida en hemofílicos. La evidencia empírica se centra en la evaluación. Conclusión: El estudio de la calidad de vida en pacientes hemofílicos amerita ser abordado de manera interdisciplinaria.
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The populations of many species are structured such that mating is not random and occurs between members of local patches. When patches are founded by a single female and all matings occur between siblings, brothers may compete with each other for matings with their sisters. This local mate competition (LMC) selects for a female-biased sex ratio, especially in species where females have control over offspring sex, as in the parasitic Hymenoptera. Two factors are predicted to decrease the degree of female bias: (1) an increase in the number of foundress females in the patch and (2) an increase in the fraction of individuals mating after dispersal from the natal patch. Pollinating fig wasps are well known as classic examples of species where all matings occur in the local patch. We studied non-pollinating fig wasps, which are more diverse than the pollinating fig wasps and also provide natural experimental groups of species with different male morphologies that are linked to different mating structures. In this group of wasps, species with wingless males mate in the local patch (i.e. the fig fruit) while winged male species mate after dispersal. Species with both kinds of male have a mixture of local and non-local mating. Data from 44 species show that sex ratios (defined as the proportion of males) are in accordance with theoretical predictions: wingless male species < wing-dimorphic male species < winged male species. These results are also supported by a formal comparative analysis that controls for phylogeny. The foundress number is difficult to estimate directly for non-pollinating fig wasps but a robust indirect method leads to the prediction that foundress number, and hence sex ratio, should increase with the proportion of patches occupied in a crop. This result is supported strongly across 19 species with wingless males, but not across 8 species with winged males. The mean sex ratios for species with winged males are not significantly different from 0.5, and the absence of the correlation observed across species with wingless males may reflect weak selection to adjust the sex ratio in species whose population mating structure tends not to be subdivided. The same relationship is also predicted to occur within species if individual females adjust their sex ratios facultatively. This final prediction was not supported by data from a wingless male species, a male wing-dimorphic species or a winged male species.
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A connection between thunderstorms and the ionosphere has been hypothesized since the mid-1920s(1). Several mechanisms have been proposed to explain this connection(2-7), and evidence from modelling(8) as well as various types of measurements(9-14) demonstrate that lightning can interact with the lower ionosphere. It has been proposed, on the basis of a few observed events(15), that the ionospheric 'sporadic E' layer - transient, localized patches of relatively high electron density in the mid-ionosphere E layer, which significantly affect radio-wave propagation - can be modulated by thunderstorms, but a more formal statistical analysis is still needed. Here we identify a statistically significant intensification and descent in altitude of the mid-latitude sporadic E layer directly above thunderstorms. Because no ionospheric response to low-pressure systems without lightning is detected, we conclude that this localized intensification of the sporadic E layer can be attributed to lightning. We suggest that the co-location of lightning and ionospheric enhancement can be explained by either vertically propagating gravity waves that transfer energy from the site of lightning into the ionosphere, or vertical electrical discharge, or by a combination of these two mechanisms.
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In much of the English-speaking world the lawn is the most common of all garden features. For arguably a millennium it has played a significant role in the landscape and during that period it has been inextricably linked with grasses. Nevertheless other plant species have accompanied the grasses and also been used in creating lawns. From medieval wildflowers to Victorian weeds, the plants that challenge the formal concept of the perfect lawn have journeyed with it but have until recently remained only small players within the dominion of grass. By the beginning of the 21st century, with a new environmental ethos permeating the garden, the long journey of the grassy lawn and its plant companions has led to the grass monoculture being heretically rethought: by removing both the monoculture and the grass.
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In this paper, we analyze the drivers of the housing markets in Panama City. To the best of our knowledge, no formal academic analysis has been documented on the Panamanian housing market. In this paper, we outline key unique characteristics of the market and provide a brief review of broader economic indicators and housing market literature. Using a unique dataset comprising property-level information over 2007–2014, we employ a hedonic modeling framework to analyze the impacts of certain amenities and drivers that may affect housing values. The results indicate several unique features of the Panamanian housing market.