BackgroundA requisite for ethical human subjects research is that participation should be informed and voluntary. Participation during the informed consent process by way of asking questions is an indicator of the extent to which consent is informed.AimsThe aims of this study were to assess the extent to which parents providing consent for children's participation in an observational tuberculosis (TB) research study in India actively participated during the informed consent discussion, and to identify correlates of that participation.MethodsIn an observational cohort study (...) of tuberculosis in infants in South India, field supervisors who were responsible for obtaining informed consent noted down questions asked during the informed consent discussions for 4,382 infants who were enrolled in the study. These questions were post-coded by topic. Bivariate and multivariate analysis was conducted to examine factors associated with asking at least one question during the informed consent process.ResultsIn total, 590 out of 4,382 (13.4%) parents/guardians asked any question during the informed consent process. We found that the likelihood of parents asking questions during the informed consent process was significantly associated with education level of either parent both parents being present, and location.ConclusionsThe findings have implications for planning the informed consent process in a largely rural setting with low levels of literacy. Greater effort needs to be directed towards developing simple participatory communication materials for the informed consent process. Furthermore, including both parents in a discussion about a child's participation in a research study may increase the extent to which consent is truly informed. Finally, continuing efforts need to be made to improve the communication skills of research workers with regard to explaining research processes and putting potential research participants at ease. (shrink)

This paper aims to introduce a robust framework for forecasting demand, including data preprocessing, data transformation and standardization, feature selection, cross-validation, and regression ensemble framework. Bagging ), boosting and extreme gradient boosting regression ), and stacking are employed as ensemble models. Different machine learning approaches, including support vector regression, extreme learning machine, and multilayer perceptron neural network, are adopted as reference models. In order to maximize the determination coefficient value and reduce the root mean square error, hyperparameters are set using (...) the grid search method. Using a steel industry dataset, all tests are carried out under identical experimental conditions. In this context, STACK1 and STACK2 models provided better performance than other models. The highest accuracies of R2 of 0.97 and 0.97 are obtained using STACK1 and STACK2, respectively. Moreover, the rank according to performances is STACK1, STACK2, XGBR, GBR, RFR, MLP, ELM, and SVR. As it improves the performance of models and reduces the risk of decision-making, the ensemble method can be used to forecast the demand in a steel industry one month ahead. (shrink)

Liberalizm i svoboda -- Restrikt︠s︡ionizm i ogranichenie -- Liberal-restrikt︠s︡ionizm i garmonicheskai︠a︡ t︠s︡ivilizat︠s︡ii︠a︡.

Among Plato's works, the Statesman is usually seen as transitional between the Republic and the Laws. This book argues that the dialogue deserves a special place of its own. Whereas Plato is usually thought of as defending unchanging knowledge, Dr Lane demonstrates how, by placing change at the heart of political affairs, Plato reconceives the link between knowledge and authority. The statesman is shown to master the timing of affairs of state, and to use this expertise in managing the conflict (...) of opposed civic factions. To this political argument corresponds a methodological approach which is seen to rely not only on the familiar method of 'division', but equally on the unfamiliar centrality of the use of 'example'. The demonstration that method and politics are interrelated transforms our understanding of the Statesman and its fellow dialogues. (shrink)

Consider orthodox motivational judgment internalism: necessarily, A’s sincere moral judgment that he or she ought to φ motivates A to φ. Such principles fail because they cannot accommodate the amoralist, or one who renders moral judgments without any corresponding motivation. The orthodox alternative, externalism, posits only contingent relations between moral judgment and motivation. In response I first revive conceptual internalism by offering some modifications on the amoralist case to show that certain community-wide motivational failures are not conceptually possible. Second, I (...) introduce a theory of moral motivation that supplements the intuitive responses to different amoralist cases. According to moral judgment purposivism (MJP), in rough approximation, a purpose of moral judgments is to motivate corresponding behaviors such that a mental state without this purpose is not a moral judgment. MJP is consistent with conceptual desiderata, provides an illuminating analysis of amoralist cases, and offers a step forward in the internalist-externalist debates. (shrink)

Since 1994, when the first fetal imaging boutique appeared in Texas, many sites have been established around the country for parents to receive nonmedical fetal imaging using three- and four-dimensional ultrasound machines. These businesses boast the benefits they offer to parental-fetal bonding, but the medical community objects to the use of ultrasound machines for nonmedical purposes. In this article, I present the statements released by the medical community, highlighting the alarmist strategies used to paint boutique ultrasounds as bad science and (...) elevate the medical use of ultrasounds. Through a close reading of the statements, it is shown that the medical community's primary concern is not the health of the fetus or the woman but rather their place as the sole users of fetal ultrasounds. This detailed analysis reveals a medical community fearful that its authority is being usurped and is therefore responding with statements meant to denigrate boutique fetal ultrasounds. (shrink)

The study ascertained (1) whether an observer's scope of justice with reference to either the moral agent or the target person of a moral act, would affect his/her judgements of the ethicality of the act, and (2) whether observer judgements of ethicality parallel the moral agent's decision processes in systematically evaluating the intensity of the moral issue. A scenario approach was used. Results affirmed both research questions. Discussions covered the implications of the findings for the underlying cognitive processes of moral (...) judgements, for the link between judgements of fairness and ethicality, as well as for the debate of ethical absolutism versus relativism. (shrink)

ch.1. Dialekh'ka esteticheskikh i︠a︡vleniĭ.--ch.2. Dialektika iskusstva.--ch.3. Dialektika Khudozhestvennogo razvitii︠a︡.

t. 1. A-D -- t. 2. E-M -- t. 3. N-S -- t.4. T-I︠A︡.

Although it is common in liberal and progressive circles to scoff at the idea that the Unites States is “exceptional”—a derision driven by an admirable suspicion of the chauvinistic connotations of the exceptionalist view—doing so obscures a significant reality. The United States is different, or at least rather unusual, in its social, cultural, and geo-strategic circumstances, especially when compared to the nations of Europe from which it draws the core of its intellectual traditions. What's more, the critique of American exceptionalism (...) has acquired its own troublesome politics. “It is extremely dangerous to encourage people to see themselves as exceptional, whatever…. (shrink)