bluuebunny/crossref_metadata_2025_split huggingface dataset:
Topic optimization–incorporated collaborative recommendation for social tagging
Authors: Pan Xuwei , Zeng Xuemei , Ding Ling 
Published: December 2022

PurposeWith the continuous increase of users, resources and tags, social tagging systems gradually present the characteristics of “big data” such as large number, fast growth, complexity and unreliable quality, which greatly increases the complexity of recommendation. The contradiction between the efficiency and effectiveness of recommendation service in social tagging is increasingly becoming prominent. The purpose of this study is to incorporate topic optimization into collaborative filtering to enhance both the effectiveness and the efficiency of personalized recommendations for social tagging.Design/methodology/approachCombining the idea of optimization before service, this paper presents an approach that incorporates topic optimization into collaborative recommendations for social tagging. In the proposed approach, the recommendation process is divided into two phases of offline topic optimization and online recommendation service to achieve high-quality and efficient personalized recommendation services. In the offline phase, the tags' topic model is constructed and then used to optimize the latent preference of users and the latent affiliation of resources on topics.FindingsExperimental evaluation shows that the proposed approach improves both precision and recall of recommendations, as well as enhances the efficiency of online recommendations compared with the three baseline approaches. The proposed topic optimization–incorporated collaborative recommendation approach can achieve the improvement of both effectiveness and efficiency for the recommendation in social tagging.Originality/valueWith the support of the proposed approach, personalized recommendation in social tagging with high quality and efficiency can be achieved.
Work from home connection: a cluster analysis based on the Internet service attributes towards subscribers profile
Authors: Paulino Emmanuel Posadas , Esteban Gladys Cuenca 
Published: December 2022

PurposeThe purpose of the study is to discover clusters or homogenous groups of work-from-home (WFH) Internet subscribers in the Philippines based on the attributes of speed, network quality, customer service, after-sales support, price, contract and value for money. Another objective is to determine if the formed clusters are related to the demographic profile.Design/methodology/approachA total of 275 internet subscribers from Metro Manila were surveyed. K-means cluster analysis using the Hartigan-Wong algorithm was performed on the data to generate the clusters.FindingsResults generated four significant clusters, which were named service value expecters, average expecters, low expecters and high expecters. Most of the subscribers are under the high expecters, followed by the service value expecters. The age and income of the subscribers are the profile that can affect the formulation of clusters in the Internet service industry. Those people in the younger age groups can be seen as more demanding, while older people tend to be content with the Internet service. Counter-intuitively, people with higher income seem to be more easily satisfied with Internet service features, while those people with lower income seem to be more demanding. Educational attainment and the number of household members do not have a direct effect on the formulation of clusters of Internet subscribers.Originality/valueThis is the first study to use cluster analysis in identifying possible segments of WFH Internet subscribers based on Internet service attributes. Its value is the provision of market segments based on which can be the basis for formulating marketing strategies and policies for the telecommunications industry.
Inclusive policies for health financing towards universal health coverage in Pakistan: direct or indirect taxes
Authors: Kazemikhasragh Amirreza , Buoni Pineda Marianna Vanessa 
Published: December 2022

PurposeThe unresolved crisis scenario and a prolonged COVID-19 pandemic increased social inequalities, mainly affecting the most vulnerable groups to access health services. The data in Pakistan show that health coverage benefits less than half of the population and a weak health system forces households to finance their health with out-of-pocket expenses. Therefore, it is a pending task to guarantee universal health coverage and design sustainable and inclusive policies to finance and provide health services. This study aims to offer a unique solution for health financing to Pakistan.Design/methodology/approachThis study uses the VECM model by employing the data from Pakistan to indicate sustainable policies for health financing.FindingsThe results of this research show that direct taxes have a positive impact on public health expenditure; on the contrary, indirect taxes have a negative impact; it also confirms the importance of considering the direct tax based on high-income quintiles to guarantee equality and Access to health for all that contributes to human development.Practical implicationsThis article leads to the design of a new health system that will be useful for improving the health of Pakistan by presenting a solution to enhance health financing. Meanwhile, Pakistan will experience better conditions in the face of health crises.Social implicationsImproving health financing through the equality approach can provide public access to the health system and strengthen the positive effects of the health system on socio-economic relations.Originality/valueThis paper provides a unique solution for the ministry of health of Pakistan, International organisations and national authorities to reach a high level of health coverage without any cost to the financial system and increase the cost of living of the Pakistani people.HighlightsIncrease efficient health financing by integrating health coverage programmes.Implementing direct taxes based on income quintiles improves health equality.Indirect tax policies will not positively contribute to health financing.Improving health financing efficiency decreases health inequality.
Influence of social media marketing efforts, e-reputation and destination image on intention to visit among tourists: application of S-O-R model
Authors: Baber Ruturaj , Baber Prerana 
Published: December 2022

PurposeThis paper aims to explore the influence of e-reputation, destination image and social media marketing efforts (SMME) on the intention to visit among tourists. The relationships are examined through the lens of the stimuli-organism-response (S-O-R) theory.Design/methodology/approachThe responses were recorded from 209 domestic and international tourists who stayed in five-star hotels at Khajuraho, a UNESCO world heritage site in India. PLS-SEM was used to test the proposed hypotheses.FindingsThe findings revealed a significant positive relationship between SMME, e-reputation and destination image. The results also indicated that destination image fully mediated the relationship between e-reputation, destination image, SMME and visit intention.Practical implicationsThe research would enables tourism organizations to develop strategies and reap benefit from the information posted and shared by tourists on various social media platforms and gain a competitive edge over competitors.Originality/valueTesting the relationship between e-reputation and destination image as a mediator between SMME and intention to visit is a relatively novel idea. Previously, no attempt had been made to measure the influence of e-reputation related to destination image and intention to visit as supported by the S-O-R theory. This study provides empirical information on destination image and e-reputation building and the role of social media. It helps tourism managers create social media marketing strategies.
The first Chinese National Union of Real‐world Gynaecological Oncology Research and Patient Management Platform: A retrospective study
Authors: Zeng Shaoqing , Chi Jianhua , Liu Jiahao , Jiao Xiaofei , Liu Xingyu , Yu Yang , Li Ruyuan , Huo Yabing , Ma Guanchen , Zhao Yingjun , Wang Li , Zhou Qi , Zou Dongling , Cheng Xiaodong , Li Qingshui , Wang Jing , Yao Shuzhong , Zhao Weidong , Xia Bairong , Chen Youguo , Fan Jiangtao , Wang Wei , Hong Li , Guo Ruixia , Liu Ziling , Gao Yunong , Li Jundong , Zhang Bei , Yu Jinjin , Hu Ting , Zhang Wei , Shan Wanying , Peng Zikun , Li Ming , Xie Xing , Ma Ding , Gao Qinglei 
Published: December 2022

AbstractObjectiveTo produce high‐quality, real‐world evidence for oncologists by collating scattered gynaecologic oncology (GO) medical records in China.DesignRetrospective study.SettingThe National Union of Real‐world Gynaecological Oncology Research and Patient Management Platform (NUWA platform).SamplePatient‐centred data pool.MethodsThe NUWA platform integrated inpatient/outpatient clinical, gene and follow‐up data. Data of 11 456 patients with ovarian cancer (OC) were collected and processed using 91 345 electronic medical records. Structured and unstructured data were de‐identified and re‐collated into a patient‐centred data pool using a predefined GO data model by technology‐aided abstraction.Main Outcome MeasuresRecent treatment pattern shifts towards precision medicine for OC in China.ResultsThirteen first‐tier hospitals across China participated in the NUWA platform up to 7 December 2021. In total, 3504 (30.59%) patients were followed up by a stand‐alone patient management centre. The percentage of patients undergoing breast cancer gene (BRCA) mutation tests increased by approximately six‐fold between 2017 and 2018. A similar trend was observed in the administration rate of poly(ADP‐ribose) polymerase inhibitors as first‐line treatment and second‐line treatment after September 2018, when olaparib was approved for clinical use in China.ConclusionThe NUWA platform has great potential to facilitate clinical studies and support drug development, regulatory reviews and healthcare decision‐making.
Updates on fluorescent probes and open‐field imaging methods for fluorescence‐guided cytoreductive surgery for epithelial ovarian cancer: A review
Authors: Sun Chongen , Huang Yue , Jiang Caixia , Li Zhengyu 
Published: December 2022

AbstractFluorescence‐guided surgery has emerged as a promising imaging technique for real‐time intraoperative tumour delineation and visualisation of submillimetre tumour masses in cytoreductive surgery for epithelial ovarian cancer (EOC). Researchers have developed several EOC‐targeted fluorescent probes, most of which are currently in the preclinical stage. Interestingly, imaging devices designed for open surgery are proof of concept. This review summarises the recent advances in EOC‐targeted fluorescent probes and open‐field fluorescence imaging strategies and discusses the challenges and potential solutions for clinical translation.
Does competitive climate at work lead to problems at home? Examination of mediating pathways
Authors: Rai Arpana , Kim Minseo , Beehr Terry A. 
Published: December 2022

Drawing from Conservation of Resources theory, the present study examines a serial mediation model in which competitive climate predicts work‐to‐family conflict via two mediators – first, excessive and compulsive workaholism, and then emotional exhaustion. As organizations may differ in terms of their competitive climate, we test our model based on data collected from public (Study 1) and private (Study 2) sector organizations. In study 1 (n = 282), two waves of data with a 2‐week interval were obtained from full‐time Indian managerial employees working in the public sector organizations. Results supported our hypothesized mediation model. In Study 2 (n = 250), we replicated the finding of Study 1 with private sector‐based organizations. Across two field studies, we found general support for our hypotheses. The present study contributes to understanding of the underlying mechanisms explaining the negative spillover effect of competitive climate on work‐to‐family interface.
Tofacitinib treatment in anti‐glycyl‐tRNA synthetase antibody interstitial lung disease – A case report
Authors: Tseng Chih‐Wei 
Published: December 2022

AbstractAnti‐aminoacyl‐transfer‐RNA synthetase syndrome (ASS) related interstitial lung disease (ILD) is rarely presented initially alongside acute respiratory distress syndrome (ARDS), which in and of itself is a severe condition with a high mortality rate. Additionally, rapidly progressive change is not a common feature in ASS. Numerous case reports have described the efficacy which tofacitinib has on rapidly progressive ILD (RP‐ILD). However, none have mentioned the use of tofacitinib in patients with impaired renal function. Herein, a case of ASS involving ILD is reported with the initial presentation of RP‐ILD to ARDS being complicated by acute renal failure with an initial complete response to tofacitinib. Patients experiencing unexplained rapidly progressive interstitial pneumonia should be examined thoroughly for the diagnosis of ASS. Furthermore, tofacitinib can also be considered as a choice of treatment even in patients with impaired renal function.
Reduction of cardiac adipose tissue volume with short‐term empagliflozin treatment in patients with type 2 diabetes: A substudy from the SIMPLE randomized clinical trial
Authors: Brandt‐Jacobsen Niels H. , Jürgens Mikkel , Hasbak Philip , Gæde Peter , Rossing Peter , Rasmussen Jon J. , Andersen Camillla Fuchs , Forman Julie L. , Faber Jens , Inzucchi Silvio E. , Gustafsson Finn , Schou Morten , Kistorp Caroline 
Published: December 2022

AbstractObjectiveEctopic accumulation of cardiac adipose tissue volume (CAT) has been associated with cardiac remodelling and cardiac dysfunction in type 2 diabetes and may be a future therapeutic target. In this substudy from the SIMPLE‐trial, we investigated short‐term empagliflozin therapy's effects on CAT in patients with type 2 diabetes.Research design and MethodsBetween 4 April 2017 and 11 May 2020, we randomized 90 patients with type 2 diabetes and established or high risk of cardiovascular disease to 25 mg empagliflozin or placebo for 13 weeks. The substudy focused on change in CAT evaluated by images acquired during 82Rubidium‐positron emissions tomography/computed tomography. The analysis included 78 patients who had at least one scan. Furthermore, we report on the relation to the concurrent effects on left ventricular mass, end‐diastolic volume and end‐systolic volume, body composition and glucometabolic status.ResultsMean ± SD baseline CAT was 258.5 ± 117.9 ml. Empagliflozin reduced CAT after 13 weeks by 12.41 ml [95% CI (−23.83 to −0.99), p = .034] as compared with placebo. Similarly, left ventricular mass [−5.16 g, 95% CI (−8.80 to −1.52), p = .006], end‐diastolic volume and end‐systolic volume decreased with empagliflozin. In addition, significant improvements were observed in body composition, with reduced total fat mass, and in measures of glucose and lipid metabolism. However, no correlation was observed between changes in CAT and changes in cardiac parameters and change in CAT appeared mediated primarily by concurrent change in weight.ConclusionsEmpagliflozin provides an early reduction of CAT; however, no association was observed with concurrent changes in cardiac volumetrics.
Study of the use in autonomy of intraoral scanning systems to optimise dental students' performances in fixed prosthodontics practical learning in second year
Authors: Corne Pascale , Joseph David , Hirtz Pierre , Durand Jean‐Cédric , Fages Michel , Vincent Marin , Balthazard Remy 
Published: December 2022

AbstractAimThe purpose of this study was to evaluate if the use of intraoral scanner analysis could help students to optimise their performance and their self‐assessment abilities in prosthetic preparation without the teacher's assistance in the preclinical course.Materials and MethodsNinety‐five second‐year dental students were randomly divided into three groups: Control group (C), CeRec group (CR) and PrepCheck group (PC). Group C only use silicon keys to control the preparation thickness. The students in Group CR analysed their work with Cerec™ software. The Group PC use a pedagogic software (PrepCheck™) which allowed comparison with the “master” preparation. They used control tools preparations for three consecutive training sessions. Then a final assessment session without control tool to evaluate their performance was organised. All preparations were objectively evaluated thanks to stl. analysis software (Geomagic® Control X). Each preparation was compared with the master preparation by defining tolerance ranges. An objective overall score out of 20 was assigned to each preparation according to their degree of correspondence. In addition, a questionnaire was performed to analyse the students' perceptions regarding the use of intraoral camera.ResultsDuring the assessment session, no significant difference was revealed between the different groups with respect to the students' performance. The comparative analysis between the self‐assessment scores and the objective scores using Geomagic® software showed that digital control tools did not help the student to improve their self‐assessment abilities without the teacher's assistance.ConclusionsThe intraoral cameras and specific pedagogic software in autonomy could not improve students' performance for teeth preparation and self‐assessment abilities in second year. These digital tools facilitate objective feedback on preparation defects, but constructive criticism needs human reflection. The teacher's opinions and advice remain essential to develop their students' performance and self‐assessment skills. The use of digital tools must be integrated in dentistry course to develop the interpret of the results and optimise feedback.
Marginalization or risk aversion? Using big data to examine why women are found to be less corrupt in court judgments
Authors: Yu Yi‐Ming , Wu Yung‐Ming , Chiu Pao‐Lung , Chen Kun‐Huang 
Published: December 2022

AbstractPrevious studies have argued that women are less corrupt because they are marginalized or because they are risk averse. However, because of the insidious and hidden nature of corruption, the subjects of theoretical reasoning in previous studies were individuals who were not involved in corruption. This produces a lack of observations and analyses of individuals who are actually corrupt. For this reason, the present study used text mining of Taiwanese district court judgments to examine why women are less corrupt. The results reveal that, following the rise of gender equality in Taiwanese society, women are now less marginalized and are as likely as to be as corrupt as men. Furthermore, the level of corruption (reflected by the prosecution and conviction rates) among women who are less marginalized (elected civil servants) is higher than among those who are more marginalized (typical civil servants). These findings suggest that women are less corrupt because they are marginalized rather than because they are risk averse.
Service‐user experiences of an integrated psychological intervention for depression or anxiety and tobacco smoking in improving access to psychological therapies services: A qualitative investigation into mechanisms of change in quitting smoking
Authors: Fredman Stein Kim , Sawyer Katherine , Daryan Shadi , Allen Jennifer , Taylor Gemma 
Published: December 2022

AbstractIntroductionHigh smoking prevalence leads to increased morbidity and mortality in individuals with depression/anxiety. Integrated interventions targeting both smoking and mood have been found to be more effective than those targeting smoking alone, but the mechanisms of change of these interventions have not been investigated. This qualitative study aimed to understand participants' experiences of the mechanisms underlying change in smoking behaviour following an integrated cognitive behavioural technique‐based intervention for smoking cessation and depression/anxiety.MethodsThis study was embedded within an ongoing randomized‐controlled acceptability and feasibility trial (http://www.isrctn.com/ISRCTN99531779). Semistructured interviews were conducted with 15 IAPT service users. Data were analysed using thematic analysis. During the interviews, participants were asked open‐ended questions about their quitting experience and perception of how the intervention aided their behaviour change.ResultsFive themes were identified. Acquiring an increased awareness of smoking patterns: participants described an increased understanding of how smoking was contributing towards their mental health difficulty. Developing individualized strategies: participants described acquiring ‘a couple of tricks up your sleeve’ that were helpful in making smoking cessation feel more ‘manageable’. Practitioner style as ‘supportive but not lecture‐y’: participants expressed how important the therapeutic alliance was in helping change their smoking behaviour. Importance of regular sessions: participants expressed the importance of ‘having someone that's checking in on you’. Having the opportunity to access the intervention at ‘the right time’: participants described the intervention as the ‘push’ that they ‘needed’.ConclusionsParticipants identified key factors towards smoking behaviour change. Perceived increased awareness of how smoking negatively impacted participants' mental health, and the opportunity to be offered smoking cessation treatment in a ‘non‐judgemental’, ‘supportive’ environment, with regular sessions and individualized strategies contributed to successful smoking cessation outcomes. If similar results are found in more diverse samples, these aspects should be embedded within integrated interventions for smoking cessation and depression/anxiety.Patient or Public ContributionPersons with lived experience of depression, anxiety and tobacco addiction contributed towards the design of the interview schedule, participant information sheets and the debriefing process. This was to ensure that interview questions were relevant, nonjudgemental and acceptable for those who did not manage to quit smoking.