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Intervention of artificial intelligence (AI) has brought up the issue of future job prospects in terms of the employability of the professionals and their readiness to harness the benefits of the AI. The purpose of this study is to recognize the implications of AI on employability by analyzing the issues in the health-care sector that if not addressed, can dampen the possibilities offered by AI intervention and its pervasiveness (Cornell University, INSEAD, and WIPO, 2019).

To get an insight on these concerns, an approach of total interpretive structural modelling, cross impact matrix multiplication applied to classification and path analysis have been used to understand the role of the critical factors influencing employability in the health-care sector.

This study primarily explores the driving-dependence power of the critical factors of the employability and displays hierarchical relationships. It also discusses measures which, if adopted, can enhance employability in the health-care sector with the intervention of AI.

Employability also has an impact on the productivity of the health-care service delivery which may provide a holistic opportunity to the management in health-care organizations to forecast the allocation and training of human resources and technological resources.

The paper attempts to analyze AI intervention and other driving factors (operational changes, customized training intervention, openness to learning, attitude toward technology, job-related skills and AI knowledge) to analyze their impact on employability with the changing needs. It establishes the hierarchical relationship among the critical factors influencing employability in the health-care sector because of the intervention of AI.

The purpose of this paper is to present a novel microbiological lab robot that facilitates high through‐put sample preparation for rapid state‐of‐the‐art identification.

Development concentrated on two main points: research initially focused on various methods for picking a micro‐organism colony from a petri dish without any medium adhering; and subsequently on completely documenting sample handling with little effort.

A sensorless system for picking micro‐organisms from a petri dish was engineered and prototyped. A documented process in the demonstrator demonstrates its usability even for certified clinical operations.

The handling of solid phase biological objects is only in its infancy. This research focused on the preparation of samples from micro‐organism colonies for MALDI‐TOF MS. A specific type of gripper was developed to do this. The handling of other biological objects, e.g. from cell cultures or intermediate stages of tissue engineering, is still a largely open field for future research.

New analysis methods often only become accepted when the preparatory processes are also taken into account – highly parallel operations (e.g. MALDI‐TOF MS) are particularly impractical for humans and difficult for data handling to manage. Given the specific demands, only an interdisciplinary team can adapt the automation engineering successfully.

This paper presents an approach to and implementation of the automation of manual operations in biotechnology. It is intended to encourage health professionals, biologists and engineers to jointly research and interdisciplinarily automate complex operations.

The purpose of this paper is to introduce an integrated approach using failure modes and effects analysis (FMEA), multiple-criteria decision making (MCDM), mathematical modeling and quality function deployment (QFD) techniques, for risk assessment and service quality enhancement in coronary artery bypass grafting (CABG) as a treatment for cardiovascular diseases (CVDs).

First, the disruptions in the CABG process are identified and prioritized following FMEA instructions, using two MCDM techniques, called analytic hierarchy process (AHP) and TOPSIS. Consequently, several corrective activities are identified and weighted on the basis of QFD. Finally, a mathematical model is established to determine the most cost-effective activities for implementation. The approach is developed in a fuzzy environment to reflect the uncertainty and ambiguity of human reasoning.

Regarding the CABG process disruption, a total of 30 failure modes in four main categories were identified and prioritized. Moreover, eight corrective activities were devised and ranked according to their impact on the failure modes. Finally, considering a limited amount of budget, a sensitivity analysis on the mathematical model’s objective function indicated that using 30 percent of the total budget, required to implement all corrective activities, was enough to cover more than 70 percent of the effects of corrective activities on the failure modes.

This paper contributes to the quality risk assessment knowledge by introducing an integrated approach to evaluate and improve healthcare services quality. Also, the case study conducted on the CABG process has not been done by other related studies in the literature.

This research employs institutional characteristics and market‐related factors to predict undergraduate students' tuition at 190 private colleges and universities in the USA. Results showed that the strongest correlations among variables for college tuition were reputation ranking and SAT scores. Results of a hierarchical multiple regression revealed that the type of institution, academic reputation ranking, the annual expenditures, geographic region, the existence of professional schools, the size of the faculty and the undergraduate student body, and university presidents' pay and benefits are all significant predictors of college tuition. After controlling all other variables, the unique contribution made by reputation ranking is still a significant predictor of college tuition. Research institutions charged their students more than liberal arts colleges, which, in turn, charged more than doctoral granting I institutions. Implications for parents and students, private colleges and universities, human resource management, and the Matthew effect are discussed.

The purpose of this paper is to spotlight the research output in the field of grey literature (GL) during the 13-year period between 2007 and 2019 as reflected in the Scopus database.

This study has used Scopus, an abstract and citation database of peer-reviewed literature, to collect data for the specified 13-year period. The sources, which had “grey literature” in their titles, were considered for the study and the period was from 2007 to 2019. The downloaded results were analysed using specific parameters. The SPSS and Excel have been used for analysing the retrieved data. The VOSviewer has been used for visualizing the network.

Scopus indexes different kinds of documents such as articles, books, chapters, conference papers, editorial, erratum, letters, notes, reviews and short surveys. There were 345 publications, which received 309 citations. GL-Conference Series: Conference Proceedings published the most number of articles. The majority 51.9 per cent of the articles were published in collaboration with authors from European countries. The term “grey literature” occurred most commonly as author keyword and index term.

The present study highlights how the area of GL has evolved during the 13-year period. The findings of the study pave the way for more detailed exploration of GL, which has relevance for the researchers.

The purpose of this paper is to provide insights toward the potential of lean healthcare organization for environment sustainability and develop propositions for future studies.

This is a conceptual paper to study the inbuilt capacity of lean healthcare organization to mitigate environmental footprint. As a result, lean compatibility with environmental sustainability (ES) has been explored in areas like manufacturing, supply chain, aviation, construction, etc. The lean philosophy, lean culture and lean tools were analyzed to identify their contribution to ES in the context of healthcare organizations.

Based on the analysis of lean philosophy, culture and tool, this paper theorizes that lean healthcare organizations have huge potential to mitigate environmental footprints. Lean healthcare organizations need not to do any extra effort for ES albeit it is inbuilt in it. Lean philosophy provides a vision to the healthcare organization for ES whereas lean culture bestow healthcare with an epistemology for the same.

This paper provides insight that ES is embedded in lean healthcare organizations. Lean healthcare organizational culture is ideal for application for constructivism theory where employees construct a new knowledge from their experiences to minimize the waste that eventually help in ES.

Major contributions of the study include a new approach for mitigating the environmental footprints by adopting lean in healthcare organization.

The COVID-19 pandemic had a disastrous impact on a substantial number of Filipino seafarers. The government agencies played a crucial role in helping the seafarers. This paper aims to explore the challenges that the Filipino seafarers faced amid the pandemic and initially evaluate the Philippine government’s countermeasures.

This paper reviewed academic literature and secondary data to identify and analyze the impact of the COVID-19 pandemic on seafarers. To identify the full range of policies and measures that have been adopted by the Philippines’ government amid the pandemic to mitigate the impact on seafarers, an extensive survey of various sources was conducted. Furthermore, an analytic hierarchy process (AHP) survey was conducted from seafarers' perspective to analyze the priority of these government initiatives.

This study identifies four key challenges for seafarers during the pandemic: crew change crisis, healthcare shortages, certification and the derived problems including financial and mental health issues. Notably, mental health problems are prevalent but receive limited government attention. Despite the government’s efforts to assist seafarers, the AHP survey identifies crew change assistance as the most crucial issue, possibly impacting all others.

This paper recognizes the significant information regarding aid in recovery management and provides much-needed assistance to seafarers during the pandemic and similar crisis situations. It bridges the research gaps and contributes knowledge to the government, stakeholders and various entities such as shipping companies, ship management firms and seafarers' manning agencies.

This study aims to assess the hospital readiness and resiliency in a disaster-prone Indonesia.

Hospital Safety Index (HSI), containing 151 items, was used to assess ten hospital in West Java and five hospitals in Yogyakarta.

The average level of HSI for the hospitals under investigation is B, indicating that their ability to function during and after emergencies and disasters are potentially at risk, thus, intervention measures are needed in the short term. Hospitals in Yogyakarta scored lowly in terms of their emergency and disaster management, even though they have previously experienced major disasters in 2006 and 2010.

The role of the government is crucial to improve hospital readiness and resiliency in Indonesia. It is recommended that they: identify disaster-prone areas so that their hospital readiness and resiliency can be assessed; assess the readiness and resiliency of hospitals the prioritized areas; implement intervention measures; re-assess the readiness and resiliency of hospitals in the prioritized areas after implementing intervention measures; and develop a framework to ensure that the hospitals can maintain their level of readiness and resiliency over time.

Research on hospital readiness and resiliency in Indonesia is still limited despite the size of the country and its proneness to disasters. This research has investigated the feasibility and value of using HSI to assess hospital readiness and resilience in Indonesia.

PUBLICATION late in September of a House of Commons Expenditure Committee report on the Charity Commissioners and on charities generally seems unlikely to arouse forebodings at the Library Association, which enjoys such special status.