Relevant Terms Research Articles

A135 DEEPLY EMBEDDED ESOPHAGEAL FISHBONE REMOVED BY ENDOSCOPIC MUCOSAL DISSECTION: CASE REPORT AND LITERATURE REVIEW

Abstract Background Foreign body ingestion is frequently encountered in gastroenterology clinical practice. While most objects pass spontaneously, sharp objects, most commonly bony fragments in adults, have a tendency to become lodged in the esophagus. The European and American Society of Gastrointestinal Endoscopy both recommend emergent endoscopy for sharp objects or bones impacted in the esophagus. However, there is little guidance regarding management of deeply embedded foreign bodies, that may not be visible intra-luminally or that may have penetrated the submucosa or muscularis propria. Aims In this case report, we describe successful endoscopic retrieval of a deeply embedded fishbone in the distal esophagus. A literature review was also conducted to evaluate the current evidence surrounding the use of endoscopic ultrasound (EUS) and submucosal dissection (ESD) to localize and remove deeply embedded foreign bodies. Methods A literature search on EUS and ESD use in foreign body retrieval was performed via MEDLINE/PubMed (September 2023) using relevant keywords and MeSH terms. Results CASE DESCRIPTION A 50-year-old man presented to hospital with several hours of dysphagia after consuming fish. A fishbone deeply embedded through the submucosa into the muscularis propria was identified on CT scan and EUS. ESD was employed to free the bone and a fully covered metal stent was deployed to close the defect. The patient had no immediate complications and recovered well post-procedure. Our literature search revealed a total of 6 case reports detailing endoscopic management of penetrating foreign bodies. One case used EUS to localize an object which was subsequently removed surgically. The remaining 5 cases all used ESD to remove submucosal objects without any short or long-term complications. Conclusions Clinical history is critical to prompt diagnosis of foreign body ingestion, and it is crucial to be familiar with the radiologic characteristics of the suspected object. Fishbones are frequently encountered and are most commonly radiolucent on plain films. CT scans should be obtained in these patients. Rarely, these objects will be found to be deeply penetrating. There are emerging case reports supporting the use of EUS in the localization of some of these objects, particularly when they cannot be seen intraluminally. Upon review of the literature, there is a paucity of reports describing their removal. This case report adds to the sparse literature demonstrating that ESD has an emerging role in the management of deeply penetrating foreign bodies. Following multidisciplinary discussion and consultation with the appropriate surgical service, ESD may prevent the need for otherwise invasive and potentially morbid surgical intervention. Fishbone embedded in the distal esophagus. Removed by ESD, defect closed with metal stent. Funding Agencies None

Burnout syndrome in a single cohort of chiropractic students: A longitudinal study.

Physician well-being impacts all areas of health care. There is, however, a paucity of evidence regarding burnout among chiropractic students. The purpose of this project is to evaluate burnout among a single cohort of chiropractic students as they progress through their clinical rotation. The Professional Fulfillment Index (PFI) was administered to chiropractic students (n = 108) at the start of their internship in January of 2021. The PFI was also distributed to students at the end of each of their 3 internship terms. The Maslach Burnout Inventory-Human Services Survey (MBI-HSS) was administered at the end of interns' eighth term of study to assess validity with the PFI. The MBI and PFI were analyzed via pairwise correlation. Demographic and relevant term questions were asked at baseline and respective terms and analyzed with descriptive statistics. Of the study's 78 respondents (72.2% response rate), 55.8% were male with an average age of 28.6 years. Pairwise comparisons revealed statistically significant burnout differences between the baseline timepoint and the end of the eighth term, and between the baseline and the end of the ninth term. PFI burnout was correlated to emotional exhaustion in the MBI. Our study found that approximately half of the participating chiropractic students suffered from burnout. This percentage is similar to burnout rates seen in other health care providers. Moreover, there is no widely accepted burnout threshold used in the literature. As such, studies examining standardization of burnout calculations may be warranted.

Microbial Cell Factories: Biodiversity, Pathway Construction, Robustness, and Industrial Applicability

The microbial biosynthesis of proteins, primary metabolites, and chemicals is gaining extraordinary momentum and is presently viewed as an advancing approach in the industrial research sector. Increased threats to the environment and the possibility of declining petroleum assets have switched the spotlight to microbial cell factories (MCFs). Aside from possessing various advantages over chemical synthesis, such as less toxicity, cheaper methodologies, and an environmentally benign nature, microbes can be cultivated in fermenters, resulting in an effective bioprocessing approach in terms of industrial relevance. As the overwhelming majority of biodiversity is microbial, this review first highlights the microbial biodiversity of industrially vital microorganisms. Then, the paper delineates the production pathways for generating valuable bioproducts via microbial workhorses. Many host cells synthesize bio-compounds as a part of their natural mechanism; however, several techniques have also been developed to attain the desired end product from non-native microbes with selected properties. The microbial biosynthetic pathways can be categorized as native-existing pathways, heterologous pathways, and artificial de novo pathways. Systems metabolic engineering, which integrates metabolic engineering with evolutionary engineering, synthetic biology, and systems biology, has further revolutionized the field of engineering robust phenotypes. The employment of these strategies improves the performance of the strain, eventually achieving high titer and productivity rates of bio-chemicals. Modern trends and tools for exploiting native pathways and designing non-native-created pathways are also briefly discussed in this paper. Finally, the review discusses the use of microbial workhorses for producing a myriad of materials and chemicals, including carboxylic acids, amino acids, plant natural products (PNPs), carotenoids, flavors, and fragrances, unveiling the efficacy of utilizing microbial species to generate sustainable bio-based products.

Relationship Between Contact Lens Wear and the Risk of Acquired Blepharoptosis

Abstract
 Introduction & Objectives : Contact lens wear has been reported to be associated with acquired blepharoptosis. This literature review aims to summarize and evaluate the risk of acquired blepharoptosis in contact lens wearers.
 Methods : Literature searching was conducted using three online databases including PubMed, Cochrane Library, and Embase. Search terms such as “contact lens”, “ptosis”, and “blepharoptosis” were included. Reference lists of each study were also assessed for potentially relevant sources. Prospective and retrospective studies as well as meta-analyses and systematic reviews were included.
 Results : Using relevant search terms in various databases, a total of five articles were included in this review. Four studies suggested that wearing hard or soft contact lenses was significantly associated with blepharoptosis. One study indicated hard contact lens wearers presented blepharoptosis 17.38 times more frequently than non-wearers (OR, 17.38, 95% CI=3.71–81.29), while soft contact lens wearers had 8.12 times more risk of presenting blepharoptosis than non-wearers (OR, 8.12, 95% CI=2.68–24.87). Furthermore, long-term contact lens wear, which was 20 years or more, seemed to have a significant effect on the incidence of blepharoptosis. There was only one study which stated that hard contact lens wear did not lead to acquired blepharoptosis in this review.
 Conclusion : There is evidence of a clear association between hard or soft contact lens wear and an increased risk of blepharoptosis. Patients wearing contact lenses should be informed of the risk of blepharoptosis, and a history of contact lens use should be sought in all patients who have acquired blepharoptosis.

HUBUNGAN ANTARA PEMAKAIAN LENSA KONTAK DAN RISIKO BLEFAROPTOSIS DIDAPAT

Objectives: Contact lenses (CL) wear has been reported to be associated with acquired blepharoptosis. This literature review aims to summarize and evaluate the risk of acquired blepharoptosis in contact lens wearers. Methods: Literature searching was conducted using three online databases including PubMed, Cochrane Library, and Embase. Search terms such as “contact lens”, “ptosis”, and “blepharoptosis” were included. Reference lists of each study were also assessed for potentially relevant sources. Results: Using relevant search terms in various databases, a total of three articles were included in this review. All studies reviewed were single-center retrospective studies. The three studies suggested that wearing contact lens was significantly associated with blepharoptosis. Long-term contact lens wear, ranging from 15 to 34 years, seemed to have a significant effect on the incidence of blepharoptosis. Hard contact lens (HCL) wear has a greater risk for ptosis to occur than soft contact lens (SCL) wear. Conclusion: There is evidence of a clear association between hard or soft contact lens wear and an increased risk of blepharoptosis. Patients wearing contact lenses should be informed of the risk of blepharoptosis, and a history of contact lens wear should be sought in all patients who have acquired blepharoptosis.

Evaluating responses by ChatGPT to farmers’ questions on irrigated lowland rice cultivation in Nigeria

The limited number of agricultural extension agents (EAs) in sub-Saharan Africa limits farmers’ access to extension services. Artificial intelligence (AI) assistants could potentially aid in providing answers to farmers’ questions. The objective of this study was to evaluate the ability of an AI chatbot assistant (ChatGPT) to provide quality responses to farmers’ questions. We compiled a list of 32 questions related to irrigated rice cultivation from farmers in Kano State, Nigeria. Six EAs from the state were randomly selected to answer these questions. Their answers, along with those of ChatGPT, were assessed by four evaluators in terms of quality and local relevancy. Overall, chatbot responses were rated significantly higher quality than EAs’ responses. Chatbot responses received the best score nearly six times as often as the EAs’ (40% vs. 7%). The evaluators preferred chatbot responses to EAs in 78% of cases. The topics for which the chatbot responses received poorer scores than those by EAs included planting time, seed rate, and fertilizer application rate and timing. In conclusion, while the chatbot could offer an alternative source for providing agricultural advisory services to farmers, incorporating site-specific input rate-and-timing agronomic practices into AI assistants is critical for their direct use by farmers.

Fetal loss and long-term maternal morbidity and mortality: A systematic review and meta-analysis.

Evidence suggests common pathways between pregnancy losses and subsequent long-term maternal morbidity, rendering pregnancy complications an early chronic disease marker. There is a plethora of studies exploring associations between miscarriage and stillbirth with long-term adverse maternal health; however, these data are inconclusive. We systematically searched MEDLINE, EMBASE, AMED, BNI, CINAHL, and the Cochrane Library with relevant keywords and MeSH terms from inception to June 2023 (no language restrictions). We included studies exploring associations between stillbirth or miscarriage and incidence of cardiovascular, malignancy, mental health, other morbidities, and all-cause mortality in women without previous pregnancy loss. Studies reporting short-term morbidity (within a year of loss), case reports, letters, and animal studies were excluded. Study selection and data extraction were performed by 2 independent reviewers. Risk of bias was assessed using the Newcastle Ottawa Scale (NOS) and publication bias with funnel plots. Subgroup analysis explored the effect of recurrent losses on adverse outcomes. Statistical analysis was performed using an inverse variance random effects model and results are reported as risk ratios (RRs) with 95% confidence intervals (CIs) and prediction intervals (PIs) by combining the most adjusted RR, odds ratios (ORs) and hazard ratios (HRs) under the rare outcome assumption. We included 56 observational studies, including 45 in meta-analysis. There were 1,119,815 women who experienced pregnancy loss of whom 951,258 had a miscarriage and 168,557 stillbirth, compared with 11,965,574 women without previous loss. Women with a history of stillbirth had a greater risk of ischaemic heart disease (IHD) RR 1.56, 95% CI [1.30, 1.88]; p < 0.001, 95% PI [0.49 to 5.15]), cerebrovascular (RR 1.71, 95% CI [1.44, 2.03], p < 0.001, 95% PI [1.92, 2.42]), and any circulatory/cardiovascular disease (RR 1.86, 95% CI [1.01, 3.45], p = 0.05, 95% PI [0.74, 4.10]) compared with women without pregnancy loss. There was no evidence of increased risk of cardiovascular disease (IHD: RR 1.11, 95% CI [0.98, 1.27], 95% PI [0.46, 2.76] or cerebrovascular: RR 1.01, 95% CI [0.85, 1.21]) in women experiencing a miscarriage. Only women with a previous stillbirth were more likely to develop type 2 diabetes mellitus (T2DM) (RR: 1.16, 95% CI [1.07 to 2.26]; p < 0.001, 95% PI [1.05, 1.35]). Women with a stillbirth history had an increased risk of developing renal morbidities (RR 1.97, 95% CI [1.51, 2.57], p < 0.001, 95% [1.06, 4.72]) compared with controls. Women with a history of stillbirth had lower risk of breast cancer (RR: 0.80, 95% CI [0.67, 0.96], p-0.02, 95% PI [0.72, 0.93]). There was no evidence of altered risk of other malignancies in women experiencing pregnancy loss compared to controls. There was no evidence of long-term mental illness risk in women with previous pregnancy losses (stillbirth: RR 1.90, 95% CI [0.93, 3.88], 95% PI [0.34, 9.51], miscarriage: RR 1.78, 95% CI [0.88, 3.63], 95% PI [1.13, 4.16]). The main limitations include the potential for confounding due to use of aggregated data with variable degrees of adjustment. Our results suggest that women with a history of stillbirth have a greater risk of future cardiovascular disease, T2DM, and renal morbidities. Women experiencing miscarriages, single or multiple, do not seem to have an altered risk.

Antecedents of Workaholism and Work Engagement: A Motivational Perspective in Research on Heavy Work Involvement

In this perspective article, we propose encompassing the motivational perspective to enrich future studies on two forms of heavy work involvement (HWI): workaholism and work engagement. Based on the holistic definition of motivation, we build a theoretical instrumentation that includes four motivational categories that are presented and characterized by relevant key terms: I. Activation and energy of action; II. Action orientation and action realization; III. Competencies and cognitive processes; IV. Work environment and the context of action. We use these categories in an analysis of the latest contemporary research which has investigated the motivational determinants of both workaholism and work engagement. Our analysis shows that studies in this perspective are in the initial stages; we propose examples of theories and models as well as important precise questions embedded in each I-IV motivation category that can stimulate future research directions. The concluding comments include three main recommendations for future research on HWI.

COVID-19 Increased Mortality Salience, Collectivism, and Subsistence Activities: A Theory-Driven Analysis of Online Adaptation in the United States, Indonesia, Mexico, and Japan

How does a life-threatening pandemic affect a culture? The Theory of Social Change, Cultural Evolution, and Human Development predicts that danger, as indicated by rising death rates and narrowing social worlds, shifts human psychology and behavior toward that found in small-scale, collectivistic, and rural subsistence ecologies. In particular, mortality salience, collectivism, and engagement in subsistence activities should increase as death rates rise and the social world retracts. Studies on the psychological response to the pandemic in the United States confirmed these predicted increases. The present study sought to generalize these previous findings by comparing the frequency of conceptually relevant linguistic terms used in Google searches and Twitter posts in the United States, Japan, Indonesia, and Mexico for 30 days before the coronavirus pandemic began in each country with frequencies of the same terms for 30 days after. Generally, we found that mortality salience increased to the extent that countries experienced excess COVID mortality; collectivism increased to the extent that countries experienced excess COVID mortality and increased mortality salience; and subsistence activities increased to the extent that countries experienced excess COVID mortality and/or stay-at-home-policies. Almost all these increases went beyond the general increase in internet use, which was a control variable in all analyses. These findings support a growing body of research documenting a human response to ecological danger.

Robotically Assisted Implantology - A Systematic Review from a Young Dental Professional’s Perspective: I Have No Fear, My Dental Robot Is Near!

Objective: There are multiple opportunities to enhance the quality of dental care through robotics. Robotics-assisted dentistry continues to evolve from traditional navigational surgery to more complex systems that prove to be essential in implantology and the overall maintenance of oral health. The purpose of this study is to provide a brief literature review of robotics in dentistry and dental education, identify reasons for their limited penetration and highlight the enormous potential of robots to enhance the future of professionals, newly entering implantology. Methods: A systematic review of articles was performed, focusing on robotics in dentistry, a specificality in implantology within the last decade, limiting the search to English language publications. The search was conducted across two major electronic databases, PubMed and EMBASE and Google as a generic source of information. With articles up to July 2022. Employing a combination of relevant key terms and synonyms, including “robotics” Yomi”, “dental robots”, “robotic implantology” and aliases, over 31 articles were screened. In total, the systematic search identified 17 articles which were included in the review. The perspective of someone newly entering the profession was also included as an opinion. Results: The introduction of robotics in implantology dates back only a few years. The perception of robotics as cost-prohibitive or threatening to the dental profession are partly to blame. Among other reasons for the limited penetration are the lack of technology expertise and patient acceptance. Robotic implant systems have the potential to alter quality of care through improved and more precise treatment. Robotically guided implant placement allows for dynamic surgical tracking in real-time. It can be used to augment dental implant procedures for the placement of reliable, repeatable, dental implant outcomes. Dentists newly entering the profession can benefit from the accuracy, speed and agility of assistive robotics. Conclusion: Robotics in dentistry is delayed compared to medicine due to perception of cost, fear for displacement of the dental profession and limited technological readiness. New professionals entering the field of dentistry should not see robots displacing their role as dentists but rather enhancing it and transforming the holistic approach to dental care from planning to flawless execution. For new dentists, the foundational knowledge and compassionate ear will remain indispensable. I have no fear as I know my dental robot is near!

The Influence of Graduates' Competence from Universitas Darussalam Gontor on the Relevance Level between Fields of Study and Employment

The success of higher education institutions is often measured by their competitiveness and the quality of their graduates in the job market. The concept of competitiveness, particularly in terms of educational relevance, is a fundamental consideration outlined in Law No. 12 related to higher education. One of the mechanisms for assessing this educational relevance involves conducting tracer studies among graduates. The objective of this research is to examine the individual (partial) and combined (simultaneous) effects of Grade Point Average (GPA) and Academic Supporting Credit for Students (AKPAM) on the alignment between graduates' fields of study and their subsequent employment. This study focuses on alumni from Darussalam Gontor University in the year 2019. The research is conducted through a survey-based approach, and the data collected through tracer study questionnaires. The findings indicate that while GPA exhibits an insignificant influence on the degree of alignment between fields of study and employment, AKPAM significantly affects this alignment. Moreover, when considered together, both GPA and AKPAM exert a significant influence on the alignment between graduates' fields of study and their employment choices

Scoping review of lacrosse: match demands, physical performance and injury surveillance

Abstract Background Lacrosse has seen an uptake in participation in the last two decades. Moreover, with small-sided variants (box lacrosse [BL] and sixes lacrosse [SL]), with the latter being considered by the international Olympic committee. However, for athletes to perform at the highest level across the variations of lacrosse (field lacrosse [FL], BL and SL), sports coaches, practitioners and national governing bodies need to understand the demands, physical performance characteristics and injury incidence. Objective The objective of this scoping review is to explore the current state of the literature around lacrosse in key areas (match and training demands, physical performance and injury incidence). We additionally aimed to identify knowledge gaps in the literature. Methods The latest methodological guidance Preferred Reporting Items for Systematic Reviews for scoping reviews was followed. A systematic literature search was conducted in several electronic databases (ProQuest, PubMed, SCOPUS and institutional library), using relevant key terms. The present study is largely descriptive and quantifies proportions (%) of studies. Results Of the 4223 studies identified using the systematic search strategy, 120 studies were included within the final synthesis. 14 studies identified match or training demands across competitive levels and variations. 30 studies identified physical performance: 28 studies on FL athletes and two studies on BL. 75 studies identified injury incidence from lacrosse, all studies observed FL. Conclusions According to the results of this scoping review, there are large gaps within the literature that should be addressed. As international SL will be included in Olympic events this should be a focus of future research, attempting to identify match and training demands, physical performance characteristics and injury incidence. Moreover, as SL players are likely to be also participating in FL and BL, it could rapidly increase the demands placed upon players, both physically and psychologically.

Methods and applications of finite element analysis in dental trauma research: A scoping review.

Finite Element Analysis (FEA) is vital for understanding dental traumatology (DT) biomechanics, aiding diagnosis, treatment planning, and outcome prediction. This review explores FEA applications in DT research, evaluates their quality and outcomes, and assesses methodological aspects. Accordingly, recommendations for future researchers are provided. The study adhered to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines for scoping reviews and registered in Open Science framework. A comprehensive search using relevant text-words and MeSH terms was performed in established databases. The inclusion criteria encompassed all Finite element analysis (FEA)-based Dental traumatology (DT) studies without language or publication year restrictions. Risk of bias was assessed with the Risk of bias tool for the use of finite element analysis in dentistry (ROBFEAD) tool. Forty-six studies published from 2001 to 2023 were included in the qualitative synthesis. The studies were categorized into five domains and six subdomains based on objectives. Maxillary central incisors and surrounding structures were commonly modelled (n = 27). Most studies utilized Computed tomography (CT), Cone Beam CT, or micro CT. Traumatic injury forces ranged from 100 N to 2000 N, and occlusal forces ranged from 150 N to 350 N. All studies were rated as high risk of bias. Fory-six studies were categorized, with most focusing on stress distribution and fracture patterns in dento-alveolar structures under various conditions, while few assessed displacements. Methodological quality lacked robustness in model development and substructure properties. Future studies should address these limitations and enhance reporting practices.

Challenges in Emerging Vaccines and Future Promising Candidates against SARS-CoV-2 Variants.

Since the COVID-19 outbreak, the severe acute respiratory syndrome coronavirus 2 (SARS-COV-2) virus has evolved into variants with varied infectivity. Vaccines developed against COVID-19 infection have boosted immunity, but there is still uncertainty on how long the immunity from natural infection or vaccination will last. The present study attempts to outline the present level of information about the contagiousness and spread of SARS-CoV-2 variants of interest and variants of concern (VOCs). The keywords like COVID-19 vaccine types, VOCs, universal vaccines, bivalent, and other relevant terms were searched in NCBI, Science Direct, and WHO databases to review the published literature. The review provides an integrative discussion on the current state of knowledge on the type of vaccines developed against SARS-CoV-2, the safety and efficacy of COVID-19 vaccines concerning the VOCs, and prospects of novel universal, chimeric, and bivalent mRNA vaccines efficacy to fend off existing variants and other emerging coronaviruses. Genomic variation can be quite significant, as seen by the notable differences in impact, transmission rate, morbidity, and death during several human coronavirus outbreaks. Therefore, understanding the amount and characteristics of coronavirus genetic diversity in historical and contemporary strains can help researchers get an edge over upcoming variants.

Positive Changes and Remaining Shortcomings of Incoterms®2020

With the deepening of reform and opening up, China has become the world's second largest economy. The huge volume of trade highlights the importance of understanding and familiarizing oneself with relevant trade rules. International Commercial Terms published by the International Chamber of Commerce is currently the most widely accepted and authoritative commercial practice in the world. When parties enter into international trade contracts, they often refer to relevant trade terms to regulate some of the rights and obligations of buyers and sellers. Therefore, it is necessary to study this general rule. The International Chamber of Commerce officially launched Incoterms®2020 in January, 2020, which requires both trading parties trade with each other according to it. By analyzing the positive changes and remaining shortcomings of Incoterms®2020 will have a significant impact on both sides of trade. And how to correctly select and apply Incoterms®2020 in the contract based on specific trade scenarios in negotiation and contract negotiation work will enable domestic trade enterprises and practitioners to prepare in advance for the use of the new general rules, thereby reducing the probability of improper use of trade terms and reducing transaction risks and additional costs caused by improper use of trade terms. As is mentioned above, the paper is organized for the purposes of providing reference and inspiration for parties engaged in international commercial activities both domestically and overseas.

Self-compassion, childhood emotional neglect, and posttraumatic growth: Parental well-being during COVID-19

BackgroundThe CoronaVirus Disease 2019 (COVID-19) pandemic can be conceptualized as a trauma that created additional unique stressors for parents. Self-compassion might promote posttraumatic growth (PTG); however, parents with histories of childhood emotional neglect may struggle to practice self-compassion when their own affectional needs were unmet earlier in life, carrying implications for both parental and child well-being. The objective is to examine the relationship between childhood emotional neglect and pandemic-related PTG, and the moderating role of self-compassion. MethodsAn online cross-sectional survey collected information from 436 parents (M = 37.62 years, SD = 9.31) across the U.S. on pandemic- and parenting-related stresses, childhood emotional neglect, self-compassionate behavior, psychological distress, and pandemic-related PTG. Multiple regression analyses were conducted to analyze relationships among childhood emotional neglect, self-compassionate behavior, and pandemic-related PTG. ResultsParents who reported greater frequency of self-compassionate behavior tended to report higher pandemic-related PTG. Childhood emotional neglect alone did not predict pandemic-related PTG; however, for parents who reported less frequent self-compassionate behavior, greater childhood emotional neglect predicted lower pandemic-related PTG. LimitationsThe cross-sectional design and sample homogeneity limit both causal inference and generalizability. Limitations in operationalization of PTG and self-compassion constructs are discussed. ConclusionsFindings emphasize the utility of self-compassionate behavior in promoting pandemic-related PTG, especially for adults with histories of childhood emotional neglect. Self-compassion is a freely accessible practice that individuals can implement successfully with minimal instruction. In terms of clinical relevance, therapists may be able to identify points of intervention wherein self-compassion may stimulate pandemic-related PTG.

User Interest Identification with Social Media Information using Natural Language and Meta-Heuristic Technique

As the number of Internet users and social networking apps has grown in recent years, interest-based recommendation systems have been more commonly used in practice. Given the vast quantity of data available from LinkedIn and Twitter, as well as the expanding number of users, it was critical to create a real-time framework for recommending and monitoring relevant tweets or posts based on the user's interests. Using association rules, the interests of social network users can be uncovered. A considerable number of association rules extracted from social networks were found to be mostly dependent on coverage requirements. After finding patterns of frequent and non-frequent patterns, a large number of non-frequent terms were eliminated in association rule mining. In order to reduce the complexity of the association rule mining process, the more relevant terms are selected by the Hybridized Competitive Swarm Optimizer and Gravitational Search Algorithm (CSO-GSA), which is utilized for association rule generation and classification using deep learning techniques. In this research, numerous relevant rules for human interest are identified. The numerical outcome of the proposed strategy is compared with existing state-of-the-art techniques. The proposed CSO with GSA outperforms the existing techniques.

Disease and development—The predicted mortality instrument revisited

AbstractThis paper revisits Acemoglu‐Johnson the predicted mortality instrument. Drawing on a unique historical data set of disease‐specific mortality rates, we reconstruct several versions of the instrument that differ in terms of data usage and instrument relevance. Our findings confirm its predictive power on life expectancy. The replication analysis reveals a significant positive second‐stage effect of life expectancy on population and total birth rates and a negative effect on GDP per capita for a subset of the revised instruments. Overall, data coverage and empirical tests suggest the superiority of our country‐level instrument.

Deep convolutional neural networks are not mechanistic explanations of object recognition

Given the extent of using deep convolutional neural networks to model the mechanism of object recognition, it becomes important to analyse the evidence of their similarity and the explanatory potential of these models. I focus on one frequent method of their comparison—representational similarity analysis, and I argue, first, that it underdetermines these models as how-actually mechanistic explanations. This happens because different similarity measures in this framework pick out different mechanisms across DCNNs and the brain in order to correspond them, and there is no arbitration between them in terms of relevance for object recognition. Second, the reason similarity measures are underdetermining to a large degree stems from the highly idealised nature of these models, which undermines their status as how-possibly mechanistic explanatory models of object recognition as well. Thus, building models with more theoretical consideration and choosing relevant similarity measures may bring us closer to the goal of mechanistic explanation.

Auditing in family firms: Past trends and future research directions

ABSTRACT This systematic literature review synthesizes and maps existing research on auditing in family firms across multiple areas of study. The review includes 71 systematically selected academic articles published through to 2023. Our findings suggest that many audit-related issues, such as audit fees, audit quality, and auditor choice, differ significantly among family and nonfamily firms. Our review suggests that the positioning of the issues across different disciplines adds complexity and, to some extent, hinders the development of the field. This complexity, resulting from the intermixing of multiple concepts from different disciplines, pushes the majority of the reviewed articles toward theoretical singularity rather than a leap forward in terms of empirical relevance or theoretical plurality. By developing a field map that identifies gaps in current knowledge, our review not only suggests improvements to the status quo, but provides future research directions inspired by recent developments in family business and auditing.