The effect of subgroup homogeneity of efficacy on contribution in public good dilemmas

open access articleThis paper examines how to maximize contribution in public good dilemmas by arranging people into homogeneous or heterogeneous subgroups. Past studies on the effect of homo- geneity of efficacy have exclusively manipulated group composition in their experimental designs, which might have imposed a limit on ecological validity because group membership may not be easily changed in reality. In this study, we maintained the same group composi- tion but varied the subgroup composition. We developed a public good dilemmas paradigm in which participants were assigned to one of the four conditions (high- vs. low-efficacy; homogeneous vs. heterogeneous subgroup) to produce their endowments and then to decide how much to contribute. We found that individuals in homogeneous and heteroge- neous subgroups produced a similar amount and proportion of contribution, which was due to the two mediating effects that counteracted each other, namely (a) perceived efficacy rel- ative to subgroup and (b) expectation of contribution of other subgroup members. This paper demonstrates both the pros and cons of arranging people into homogeneous and het- erogeneous subgroups of efficacy

A BERT Framework to Sentiment Analysis of Tweets

Sentiment analysis has been widely used in microblogging sites such as Twitter in recent decades, where millions of users express their opinions and thoughts because of its short and simple manner of expression. Several studies reveal the state of sentiment which does not express sentiment based on the user context because of different lengths and ambiguous emotional information. Hence, this study proposes text classification with the use of bidirectional encoder representations from transformers (BERT) for natural language processing with other variants. The experimental findings demonstrate that the combination of BERT with CNN, BERT with RNN, and BERT with BiLSTM performs well in terms of accuracy rate, precision rate, recall rate, and F1-score compared to when it was used with Word2vec and when it was used with no variant

To Root or Not to Root? The Economics of Jailbreak

We construct a structural model that allows us to jointly estimate the demand for smartphones and paid apps using a Bayesian approach. Our data comes from more than 500 college students in Hong Kong and Shanghai. We find that the moral cost rather than the monetary cost of jailbreaking smartphones determines its prevalence. Users mainly jailbreak smartphones to use paid apps for free, a reason more important among Android users than iPhone users. Paid apps contribute the lion's share of the profits (between 53% and 71%) for both the Android and iPhone. Strictly prohibiting jailbreaking would decrease the aggregate market share of smartphones in the cell phone market. Apple, however, would sell even more iPhones at the expense of Android smartphones

A metaheuristic-based framework for index tracking with practical constraints

Recently, numerous investors have shifted from active strategies to passive strategies because the passive strategy approach affords stable returns over the long term. Index tracking is a popular passive strategy. Over the preceding year, most researchers handled this problem via a two-step procedure. However, such a method is a suboptimal global-local optimization technique that frequently results in uncertainty and poor performance. This paper introduces a framework to address the comprehensive index tracking problem (IPT) with a joint approach based on metaheuristics. The purpose of this approach is to globally optimize this problem, where optimization is measured by the tracking error and excess return. Sparsity, weights, assets under management, transaction fees, the full share restriction, and investment risk diversification are considered in this problem. However, these restrictions increase the complexity of the problem and make it a nondeterministic polynomial-time-hard problem. Metaheuristics compose the principal process of the proposed framework, as they balance a desirable tradeoff between the computational resource utilization and the quality of the obtained solution. This framework enables the constructed model to fit future data and facilitates the application of various metaheuristics. Competitive results are achieved by the proposed metaheuristic-based framework in the presented simulation

Poultry Drinking Water Used for Avian Influenza Surveillance

Samples of drinking water from poultry cages, which can be collected conveniently and noninvasively, provide higher rates of influenza (H9N2) virus isolation than do samples of fecal droppings. Studies to confirm the usefulness of poultry drinking water for detecting influenza (H5N1) should be conducted in disease-endemic areas

Effectiveness of a denture hygiene intervention programme among institutionalized elders

Objectives: To evaluate the effectiveness of a denture hygiene intervention programme in terms of improving denture cleanliness and denture stomatitis. Methods: Residents at seven elderly care homes were invited to participate in a denture hygiene programme. Clinical assessment of denture stomatitis was undertaken and denture cleanliness assessed: (i) qualitatively by the Denture Cleanliness Index ratings and (ii) quantitatively by planimetric assessments of plaque coverage from digital images using Adobe Photoshop®. Individual denture hygiene instruction was provided and denture cleanser (Polident®) supplied. Six weeks later assessments of denture stomatitis and denture cleanliness were undertaken. Results: Fifty-six participants were recruited; most had evidence of denture stomatitis (82.1%, 46) and 62.5% (35) of dentures were classified as ‘very poorly cleaned’. The mean percentage of plaque coverage was 28.11 (SD 19.64) and 37.5% (21) had evidence of plaque covering more than a third of the denture surface. Denture cleanliness was associated with denture stomatitis (P0.05).Conclusion: A 6-week denture hygiene intervention programme was effective at improving denture stomatitis and denture cleanliness among residents of elderly care homes. However, persistence of problems in denture cleanliness and denture stomatitis existed and this warrants further consideration.published_or_final_versio

Effectiveness of a denture hygiene intervention programme among institutionalized elders

Objectives: To evaluate the effectiveness of a denture hygiene intervention programme in terms of improving denture cleanliness and denture stomatitis. Methods: Residents at seven elderly care homes were invited to participate in a denture hygiene programme. Clinical assessment of denture stomatitis was undertaken and denture cleanliness assessed: (i) qualitatively by the Denture Cleanliness Index ratings and (ii) quantitatively by planimetric assessments of plaque coverage from digital images using Adobe Photoshop®. Individual denture hygiene instruction was provided and denture cleanser (Polident®) supplied. Six weeks later assessments of denture stomatitis and denture cleanliness were undertaken. Results: Fifty-six participants were recruited; most had evidence of denture stomatitis (82.1%, 46) and 62.5% (35) of dentures were classified as ‘very poorly cleaned’. The mean percentage of plaque coverage was 28.11 (SD 19.64) and 37.5% (21) had evidence of plaque covering more than a third of the denture surface. Denture cleanliness was associated with denture stomatitis (P0.05).Conclusion: A 6-week denture hygiene intervention programme was effective at improving denture stomatitis and denture cleanliness among residents of elderly care homes. However, persistence of problems in denture cleanliness and denture stomatitis existed and this warrants further consideration.published_or_final_versio

Development of a Grp94 inhibitor

This document is the Accepted Manuscript version of a Published Work that appeared in final form in the Journal of the American Chemical Society, copyright © American Chemical Society after peer review and technical editing by the publisher. To access the final edited and published work see http://doi.org/10.1021/ja303477g.Heat shock protein 90 (Hsp90) represents a promising therapeutic target for the treatment of cancer and other diseases. Unfortunately, results from clinical trials have been disappointing as off-target effects and toxicities have been observed. These detriments may be a consequence of pan-Hsp90 inhibition, as all clinically evaluated Hsp90 inhibitors simultaneously disrupt all four human Hsp90 isoforms. Using a structure-based approach, we designed an inhibitor of Grp94, the ER-resident Hsp90. The effect manifested by compound 2 on several Grp94 and Hsp90α/β (cytosolic isoforms) clients were investigated. Compound 2 prevented intracellular trafficking of the Toll receptor, inhibited the secretion of IGF-II, affected the conformation of Grp94, and suppressed Drosophila larval growth, all Grp94-dependent processes. In contrast, compound 2 had no effect on cell viability or cytosolic Hsp90α/β client proteins at similar concentrations. The design, synthesis, and evaluation of 2 are described herein

The Aqueous Extract of Rhizome of Gastrodia elata

This study aims to investigate the neuroprotective effect of the rhizome of Gastrodia elata (GE) aqueous extract on beta-amyloid(Aβ)-induced toxicity in vivo and in vitro. Transgenic Drosophila mutants with Aβ-induced neurodegeneration in pan-neuron and ommatidia were used to determine the efficacy of GE. The antiapoptotic and antioxidative mechanisms of GE were also studied in Aβ-treated pheochromocytoma (PC12) cells. In vivo studies demonstrated that GE (5 mg/g Drosophila media)-treated Drosophila possessed a longer lifespan, better locomotor function, and less-degenerated ommatidia when compared with the Aβ-expressing control (all P<0.05). In vitro studies illustrated that GE increased the cell viability of Aβ-treated PC12 cells in dose-dependent manner, probably through attenuation of Aβ-induced oxidative and apoptotic stress. GE also significantly upregulated the enzymatic activities of catalase, superoxide dismutase, and glutathione peroxidase, leading to the decrease of reactive oxidation species production and apoptotic marker caspase-3 activity. In conclusion, our current data presented the first evidence that the aqueous extract of GE was capable of reducing the Aβ-induced neurodegeneration in Drosophila, possibly through inhibition of apoptosis and reduction of oxidative stress. GE aqueous extract could be developed as a promising herbal agent for neuroprotection and novel adjuvant therapies for Alzheimer’s disease