Accumulation Of Knowledge Research Articles

Unraveling the Impact of COVID-19 Pandemic Dynamics on Commercial Water-Use Variation

Water use was impacted significantly by the COVID-19 pandemic. Although previous studies quantitatively investigated the effects of COVID-19 on water use, the relationship between water-use variation and COVID-19 dynamics (i.e., the spatial-temporal characteristics of COVID-19 cases) has received less attention. This study developed a two-step methodology to unravel the impact of COVID-19 pandemic dynamics on water-use variation. First, using a water-use prediction model, the water-use change percentage (WUCP) indicator, which was calculated as the relative difference between modeled and observed water use, i.e., water-use variation, was used to quantify the COVID-19 effects on water use. Second, two indicators, i.e., the number of existing confirmed cases (NECC) and the spatial risk index (SRI), were applied to characterize pandemic dynamics, and the quantitative relationship between WUCP and pandemic dynamics was examined by means of regression analysis. We collected and analyzed 6-year commercial water-use data from smart meters of Zhongshan District in Dalian City, Northeast China. The results indicate that commercial water use decreased significantly, with an average WUCP of 59.4%, 54.4%, and 45.7%during the three pandemic waves, respectively, in Dalian. Regression analysis showed that there was a positive linear relationship between water-use changes (i.e., WUCP) and pandemic dynamics (i.e., NECC and SRI). Both the number of COVID-19 cases and their spatial distribution impacted commercial water use, and the effects were weakened by restriction strategy improvement, and the accumulation of experience and knowledge about COVID-19. This study provides an in-depth understanding of the impact of COVID-19 dynamics on commercial water use. The results can be used to help predict water demand under during future pandemic periods or other types of natural and human-made disturbance.

Artificial Intelligence Adoption: a Pluralistic Process of Knowledge Accumulation

Artificial Intelligence Adoption: a Pluralistic Process of Knowledge Accumulation

PHYSICAL ACTIVITY OF SENIOR CITIZENS IN THE CONTEXT OF INTERGENERATIONAL INTERACTIONS: OVERVIEW OF FOREIGN STUDIES

In the presented work, a review of foreign studies on the issues of stimulating physical activity of older citizens by means of social ties between representatives of different generations is conducted in order to study the potential of intergenerational relations as an incentive and motivator for the aging population to engage in physical education, sports and other forms of physical activity. The relevance of this topic is due to demographic and social trends: on the one hand, an increase in the life expectancy of citizens leads to population aging, and on the other – from the point of view of the goals of sustainable development of society, it is necessary that aging citizens maintain physical and mental health, be active, physically hardy, etc. The review was conducted by the method of content analysis of foreign scientific publications reflecting applied research on a given topic. The study showed that a significant condition for increasing the physical activity of the elderly is social interaction with family members – representatives of other, younger generations. Joint sports activities, participation (attendance and observation) in classes and competitions, assistance of children and grandchildren to their elderly parents in developing a system of exercises, as well as the development of digital assistants (fitness trackers and software applications) contribute to strengthening family ties, stimulate and motivate physical activity. The scientific value and practical significance of the work lies in the accumulation of scientific knowledge and their systematization for the development of concepts and policies to stimulate active longevity, the possibility of using foreign experience in the Russian practice of implementing programs involving older citizens in physical activity using intergenerational ties.

Mechanical Ventilation Training Curriculum for Pulmonary Critical Care Fellows during the COVID-19 Pandemic.

Mechanical ventilation (MV) management is an essential skill for pulmonary and critical care medicine (PCCM) fellows to master during training. The unprecedented emergence of the coronavirus disease (COVID-19) pandemic highlighted the need for advanced operator competency in MV to improve patients' outcomes. We aimed to create a standardized case-based curriculum using a blended approach of high-fidelity simulation, rapid-cycle deliberate practice, video didactics, and hands-on small group sessions for rapid accumulation of knowledge and hands-on skills for PCCM fellows before caring for critically ill patients during the COVID-19 pandemic. The MV curriculum consisted of the following steps: 1) baseline written knowledge test with 15 multiple-choice questions covering MV, the latest evidence-based practices, and pathophysiology of COVID-19; 2) baseline confidence survey using a 5-point Likert scale; 3) a one-on-one session using a high-fidelity simulation manikin, a lung simulator, and a mechanical ventilator to test baseline competencies; 4) a structured debriefing tailored per fellow's 50-point competency assessment checklist from the simulation using rapid-cycle deliberate practice; 5) video didactics; 6) a hands-on session in small groups for basic knobology, waveforms, and modes of MV; 7) a one-on-one simulation reassessment session; 8) a written knowledge posttest; and 9) a post-training confidence survey using a 5-point Likert scale. Eight PCCM fellows completed the training. The mean multiple-choice question score increased from 7.4 ± 2.9 to 10.4 ± 2.4 (P < 0.05), and the simulation scores increased from 17.1 ± 4.4 to 30.8 ± 3.7 (P < 0.05). Comparing the simulation reassessment to the baseline, fellows showed significant improvement (P < 0.05) in assessing indications for MV; implementing rapid sequence intubation for patients with COVID-19; initiating MV and ventilator bundle per best practices; recognizing and managing mucous plugging, ventilator dyssynchrony, and evidence-based treatments for acute respiratory distress syndrome; and developing a care plan for proning. The post-training survey revealed improved learner confidence in all competencies. This pilot MV curriculum using a blended approach was feasible and allowed PCCM fellows to significantly improve their knowledge and hands-on skills, allowing for the appropriate use of MV during the pandemic. Self-reported improvement scores further reinforced this. The emergent need for novice learners may again be necessary for future pandemic settings where standard training models requiring extensive training time are limited.

A knowledge-based constructive estimation of distribution algorithm for bi-objective portfolio optimization with cardinality constraints

Portfolio optimization is an essential and practical model for financial decision making. With the consideration of some real-world constraints, especially the cardinality constraints, the problem becomes much more challenging as it converts to a mixed-integer quadratic multi-objective optimization problem. To solve this problem, we propose a knowledge-based constructive estimation of distribution algorithm (KC-EDA) with the following three features. First, a hybrid design of Ant colony optimization (ACO) and Estimation distribution algorithm (EDA) is used to solve this mixed-variable optimization problem based on knowledge information. Second, a knowledge accumulation mechanism is designed to discover the internal relationship among the assets. The mechanism can not only guide the selection of assets effectively but also enable the use of historical information during evolution to direct the allocation of investment proportion. Third, a constructive approach is applied to construct portfolios under the constraints. This hybrid and constructive approach is incorporated into the multi-objective evolutionary framework and the experiment has been performed on the SZ50, SZ180, and SZ380 datasets (from January 2014 to December 2018). The experimental results demonstrate the effectiveness of KC-EDA in solving the portfolio optimization problem with cardinality constraints.

Priority research needs to inform amphibian conservation in the Anthropocene

AbstractThe problem of global amphibian declines has prompted extensive research over the last three decades. Initially, the focus was on identifying and characterizing the extent of the problem, but more recently efforts have shifted to evidence‐based research designed to identify best solutions and to improve conservation outcomes. Despite extensive accumulation of knowledge on amphibian declines, there remain knowledge gaps and disconnects between science and action that hamper our ability to advance conservation efforts. Using input from participants at the ninth World Congress of Herpetology, a U.S. Geological Survey Powell Center symposium, amphibian on‐line forums for discussion, the International Union for Conservation of Nature Assisted Reproductive Technologies and Gamete Biobanking group, and respondents to a survey, we developed a list of 25 priority research questions for amphibian conservation at this stage of the Anthropocene. We identified amphibian conservation research priorities while accounting for expected tradeoffs in geographic scope, costs, and the taxonomic breadth of research needs. We aimed to solicit views from individuals rather than organizations while acknowledging inequities in participation. Emerging research priorities (i.e., those under‐represented in recently published amphibian conservation literature) were identified, and included the effects of climate change, community‐level (rather than single species‐level) drivers of declines, methodological improvements for research and monitoring, genomics, and effects of land‐use change. Improved inclusion of under‐represented members of the amphibian conservation community was also identified as a priority. These research needs represent critical knowledge gaps for amphibian conservation although filling these gaps may not be necessary for many conservation actions.

NILAI-NILAI SHOLAWAT WAHIDIYAH DALAM MENUMBUHKAN KECERDASAN SPIRITUAL DAN AKHLAKUL KARIMAH

Islamic education, especially in today's modern era, seems more inclined to develop knowledge (religious science and general science) only limited to "knowledge for knowledge", so that what happens is the accumulation of knowledge that measures success in the cognitive aspect. The method used in this research is a qualitative research method. The data collection techniques used were observation, in-depth interviews, and documentation of research data starting from photos of activities and also data obtained from students and teachers of tasawuf wahidiyah education. Data analysis techniques used by researchers are data reduction, data presentation, and inference. The results of this study are the Wahidiyah Sufism education model in cultivating spiritual intelligence and Akhlakul Karimah done through two approaches. First, through the practice of mujahadah, namely reading the Wahidiyah sholawat with deep appreciation, causing students to feel the presence of Allah and the Messenger of Allah and presenting the heart and through learning in the classroom, Seminars, Teaching and Guidance of Da'i Wahidiyah. The implications of Wahidiyah tasawuf education for the development of spiritual intelligence are an attitude of feeling a need for Allah SWT, strengthening social intelligence, developing strong beliefs, and applying a sincere attitude. The educational implications of Wahidiyah Tasawuf in fostering akhlakul karimah is the growth of high moral and ethical values ​​such as decency, honesty, justice, hard work, kindness, tolerance, and mutual respect.

Mandatory auditor rotation and audit quality

PurposeIn the post-Enron era around the world, the role of auditor is widely debated. There is an increasing concern that an auditor’s continuous involvement with clients could impair audit quality – the negative view. There is also a positive view that a long auditor tenure leads to accumulation of client-specific knowledge over time, which could lead to high-quality audits. The empirical result with regards to impact of mandatory auditor rotation (MAR) is mixed world-wide. This study aims to examine whether MAR rules implemented in 2017 impact audit quality in India.Design/methodology/approachUsing a unique setting in which MAR was required from 2017 to 2018 onwards in India, this study provides empirical evidence of the impact of MAR regulation on audit quality (modified audit opinion). The study uses data for 714 firms (4,284 firms) for six years (three years before MAR and three years after MAR regulation in India).FindingsThe study found that auditor tenure and MAR had significant negative impacts on audit quality, validating the “positive” view of audit tenure and audit quality. In addition, concentrated ownership had a negative impact on audit quality, implying the control and influence by concentrated ownership on auditors and audit opinion. The analysis shows that MAR regulation has not yielded the intended objective of improving audit quality in India. MAR is not a good template for improving audit quality.Research limitations/implicationsThe findings of the study are useful to policymakers, regulators, managers, investors and users of financial reports. The study calls for public policy on auditor rotation based on objective scientific evidence. In light of the evidence in India that MAR does not lead to better audit quality, the study calls for reset of regulatory policy in India.Practical implicationsThe study provides valuable insights to analysts, regulators and other users of financial accounts about the implications of MAR in India.Originality/valueThe study is one of the few to report on the impact of MAR, particularly in the context of an emerging market economy such as India.

Distinguishing digitization and digitalization: A systematic review and conceptual framework

AbstractWith increasing interest in how digital technology impacts innovation, the constructs “digitization” and “digitalization” have become popular. However, different conceptualizations have emerged resulting in conceptual overlap and little definitional consensus. To understand how these two constructs have been used within innovation management, we systematically review both constructs and identify 26 different definitions used for both, underscoring the need for greater precision. Building from our systematic review, we synthesize and integrate these findings to derive clear and parsimonious definitions of digitization and digitalization and propose a conceptual framework that systematically links both constructs with existing innovation scholarship. We then discuss the implications of our framework on theories of the process of innovation and digital transformation. We recommend future research into digital design principles, digital product life cycle, knowledge accumulation, generativity, and the feedback dynamics within our framework. We also provide practitioner implications and limitations.

“Co-production” as an alternative in post-political China? Conceptualizing the legitimate power over participation in neighborhood regeneration practices

Drawing upon recent post-political critiques on ineffective participation and urban planning, this paper reflects on the challenges facing participatory and collaborative planning in China's latest neighborhood regeneration practices. In 2017, Guangzhou launched a new micro-scale neighborhood regeneration program that shifted the discursive emphasis on participatory planning while China strives to create a new national image of a “people's city”. This paper critically examines the implementation of old community renovation policies in 32 Chinese provinces and 776 neighborhood regeneration projects in Guangzhou. By examining the objectives and outcomes of legitimate power over participation, we uncover institutional conditions, implementation issues, and local responses in different participatory planning configurations. We found that a “co-production” model emerged in China, highlighting the role of institutionalized participatory planning activities. The conclusion is threefold: 1) Shared objectives in the emerging neighborhood regeneration discourse constitute legitimate power over participation in China's neighborhood regeneration; 2) The outcomes of legitimate power over participation are reflected in the local responses to the “co-production” activities; and 3) The “co-production” model—to produce planning schemes through co-design and joint-negotiation among multi-scalar actors including planners and residents—performs as an alternative to immature collaborative planning in China. Local governments can skillfully avoid direct confrontations with residents by introducing the function of community planners. These institutional arrangements of “co-production” have profoundly impacted the reshuffling of the state-society relationship in post-political China. While the implementation of China's latest neighborhood regeneration policy shows post-political risks in terms of depoliticized narratives, instrumentalized planning strategies, and technicized planning tools, we find “co-production” to be fruitful in promoting substantive participation and stimulating the accumulation of local knowledge.

Alliance management capabilities in sustainability‐oriented collaboration: Problematization and new research directions

AbstractSustainability‐oriented collaboration, a heterogeneous set of formal interorganizational arrangements that vary considerably in size, membership, focus and functioning, but share the same interest in addressing sustainability challenges of public concern, is becoming a mainstay of corporate agenda setting. Yet, the more firms interact on social and environmental issues, the more the burdens and tensions of collaborating for sustainability become apparent. Research and practice increasingly question whether an alliance management capability (AMC) perspective can be adopted to explain variability in collaboration effectiveness. With the aim to investigate whether, and to what extent, existing sustainability‐oriented collaboration research integrates or challenges mainstream theory on AMC, we adopt a problematization method to unpack the root assumptions underlying the AMC construct. We find that self‐interest in economic value creation and capture, the need for homogeneity to favour knowledge accumulation and learning on alliance management, and predictable patterns of AMC deployment are consistently assumed by scholars to predict success in alliance management. Accordingly, we analyse AMC assumptions’ current integration in the study of sustainability‐oriented collaboration, conducting a systematic literature review on collaborative capabilities developed for, during and in response to sustainability challenges. In so doing, we identify what distinguishes sustainability‐oriented collaboration from mainstream strategic alliances and the related implications on the collaborative capabilities firms should develop and deploy when dealing with sustainability challenges. We elaborate on these and their implications for AMC constructs to provide a future research agenda, which integrates further theoretical perspectives and broadens the scope of existing ones.

Co-development among reading, math, science, and verbal working memory in the elementary stage.

With a focus on within-person effects, this study investigated mutualism among academic skills (reading, math, science) and between those skills and verbal working memory in a general population sample and groups with high or low skills from Grades 2 to 5 (2010-2016, N = 859-9040, age 6.27-13.13 years, 49% female, ethnically diverse). Mutualism was found between reading and science in all high-ability groups, and between reading/math and verbal working memory only in high-math students. These results remained the same when controlled for socioeconomic status and gender, and with sensitivity analyses. High-skill students (especially high-math students) may improve academic performance through accumulation of academic knowledge and mutualism between academic and cognition. Such mutualism may be driven by high-quality, intensive academic practice.

Banking System Incidents Analysis Using Knowledge Graph

Risk incidents in the banks' systems have caused significant social impacts and economic losses. This study proposes a risk incident knowledge modeling and analysis approach based on the knowledge graphs to realize the effective integration and continuous accumulation of incident knowledge. The authors are the first to analyze the advantages of knowledge graphs in risk incident knowledge integration for the bank's core system. Moreover, they study and compare the related field's state-of-the-art models (including CRF, BiLSTM, BiLSTM-CRF, BERT-BiLSTM-CRF). This paper proposes an improved Bert-BiLSTM-CRF model to perform entity recognition which replaces “individual word mask and training” with “full word mask and training” targeted to solve the problem of low accuracy in the extraction of incident text entities in the banking system. Experiments on 1000 banking system incident material show that the improved Bert-BiLSTM-CRF model outperforms the state-of-the-art models based on the comparison of recall (R), precision (P), and F1-measure, with a 2%-9% improvement in the F1-measure.

KONSEP MODAL KEROHANIAN MENURUT PERSPEKTIF EKONOMI ISLAM The Concept of Spiritual Capital from Islamic Economic Perspective

Spiritual capital is essential for promoting the quality of economic growth. Spiritual capital is a multidimensional and flexible concept. Consequently, the concept has been discussed in numerous social science and humanities disciplines, such as theology, economics, sociology, etc. The discussion has produced numerous definitions of the concept of spiritual capital. Therefore, the purpose of this study is to examine the concept of spiritual capital from an Islamic economics perspective. Qualitative methode has been used in this research where relevant literatures have been critically reviewed. Spiritual capital, according to Islamic economics, is an intangible asset in the form of a source of inner strength that is fueled by the accumulation of religious knowledge and spiritual practices based on both obligatory and supererogatory worships in Islam, which can have a positive impact on those who invest in it.

Building the field’s knowledge of teaching and learning: Centering the socio-cultural contexts of observation systems to ensure valid score interpretation

The articles in a special issue of this journal, Merits and Limitations of Researching Teaching Quality More Synergistically, grapple with the assertion that the field does not share a common language or structural decomposition of teaching and that the current range of frameworks and observation systems used by researchers jeopardizes the accumulation of knowledge in the field. We analyze these arguments from a socio-cultural perspective, theorizing that teaching and the improvement of teaching occur in socially situated contexts that give meaning to all research frameworks and measurement tools. Rather than asking whether a common framework of teaching might be useful, we ask when such a framework might be useful, when can such efforts be limiting, and why? Building on contemporary validity theory, we bring the role of context back into the current conversation. We suggest that while there are important affordances of a unified framework of teaching quality, such a framework will be unable to fully address some of the issues identified in this special issue. For practical, theoretical, empirical, and socio-cultural reasons, researchers will require multiple frameworks and associated observation systems to support the study and improvement of teaching across contexts.

Defending the last bastion

AbstractGrowing interest has been noted in applying AI-powered machine translation (MT) to literary translation, hailed as the last bastion of human translation. Despite achieving considerable progress in this field, research has either ignored or underestimated the particularity, complexity, and cultural significance of literary translation, which can be examined from a sociological approach. Drawing on the sociological theories of Bourdieu, Latour, Callon, and Baudrillard, the present paper analyses the innate nature of literary translation and highlights three fundamental issues that need to be addressed in applying MT to literary texts. First, the poetics of literary translation is built on human translators’ long-acquired habitus, thus, in the case of MT, an algorithm comparable to the creative human habitus must be derived if MT aspires to take on the role of the human translator. Second, literary translation constitutes a dynamic network connected by various human and non-human actors, thus the aspects not included in the interlingual transference of MT should be compensated through more effective interactions between the machine and other actors. Third, the cultural-ethical issues related to MT should be thoroughly examined because the present MT of literary texts is a machine simulation of the psychological human translation, which undermines both the meaning generation of literary translation and the knowledge accumulation of cultural production. Therefore, literary translation must be handled by qualified human translators until we can undoubtedly ensure that MT can be effectively and safely applied to literary texts.

Информальные структуры и диалоговые форматы в международном климатическом управлении

In recent years there was a significant of international structures that are being created as platforms for multilateral policydialogue on climate change issues outside the United Nations Framework Convention on Climate Change (UNFCCC).Such structures are, for example, the Major Economies Forum (MEF), the Petersberg Climate Dialogue, the on CleanEnergy Ministerial and a wide variety of partnerships. There is no common definition for such formats of cooperation andconceptual ground for understanding their place in international climate governance system. This includes both traditionalinterstate cooperation mechanisms embodied by the UNFCCC, as well as non-state initiatives, climate finance institutions,formats that support a constant dialogue between states, business representatives, academia, and NGOs on climate policyissues. The aim of the study was to clarify the nature of quasi-formal climate governance, to establish a typology and assessof the dynamics of development of quasi-formal entities to better understand the processes of its formation and implementation.I describe three types of quasi-formal entities from the new dataset of quasi-formal entities created in the period from2001–2022: intergovernmental forums, UNFCCC party groupings, and hybrid partnerships. The study reveals an increasein the number of political forums and hybrid partnerships amid stabilization or even reduction of negotiating blocs within theUNFCCC. In complex system of international climate governance, quasi-formal entities are playing an increasing role inthe accumulation and exchange of knowledge and experience between states on the implementation of the Paris Agreement.

Traditional Knowledge and Ethnoarchaeological Investigations in the Northern Ethiopian Highlands: Pathways to Understanding Past and Present Foodways

ABSTRACT Research on ancient and present-day foodways in northern highland Ethiopia, focused on grinding stones (querns, handstones) and non-mechanized crop processing, has demonstrated the continuity of food processing systems since at least 1600 BCE to the present. This long-term research has employed archaeological, ethnoarchaeological, and traditional knowledge approaches. Traditional knowledge is often understood to be an accumulation of knowledge and “know how” acquired and handed down through generations of ancestors. Ethnoarchaeology involves ethnographic studies to build analogies, models, and ways of understanding that can be applied to the archaeological record for interpretive purposes. Increasingly, archaeology and ethnoarchaeology integrate traditional knowledge research by working with community members. This article presents results of two projects separated by 13 years that together demonstrate the effectiveness of combining these approaches for understanding the archaeological past in northern highland Ethiopia. Importantly, incorporating traditional knowledge into research methodologies also ensures that Indigenous people have a voice in explaining their past.

On the Issue of the Formation of Football Infrastructure in Sofia in the Late 19th and Early 20th Centuries

One of the main components of the football industry today is its infrastructure. Training facilities, stadiums with stands for spectators, sports bases, retail outlets, museums of various teams and clubs all play key roles in the sport. In Britain, such amenities began to appear in the first half of the 19th century, in continental Western Europe — around the mid-1800s, and in the central and eastern parts of the Old World — even later, at the turn of the 20th century. The development of football infrastructure in Sofia is an illustrative example not only in the context of one city or country, but also for the region as a whole. Since in the late 19th and early 20th centuries the capital of Bulgaria saw the formation of traditions which determined the subsequent development of the city’s sports infrastructure, through this case study we can trace from where the complex of ideas related to establishing suitable sports facilities spread to Bulgaria and Southeastern Europe, how the process of formation and accumulation of knowledge in this specialized sphere unfolded, and how such facilities were actually built. The initiative to set up sports grounds belonged to Bulgarian educational institutions and societies, and such projects were financed by club members. The social groups that played the decisive role in the transfer of knowledge to the sports industry, namely to the construction of football playing grounds, were local youth with the experience of studies abroad and foreign teachers who worked in Bulgaria. The main routes of diffusion of this type of information originated in Switzerland and the Ottoman Empire. It was from these countries that the capital of the Balkan state received knowledge about the existing norms and rules for the construction of football fields. However, unlike in other European cities during this period, the sports infrastructure in Sofia in the late 19th and early 20th centuries did not yet become a component of business projects aiming to make a profit from renting out such facilities or from selling tickets to football fans.

Impact of Trade Openness, Human Capital Through Innovations on Economic Growth: Case of the Balkan Countries

Abstract The importance of trade openness and human capital for the economic growth of countries is the subject of many studies today. The role of innovations and the innovativeness of economies in modern economic development is extremely important. With greater accumulation of human capital, knowledge, skills and innovation are accumulated. All these variables are crucial for achieving higher economic growth. Special attention in the studies of relevant authors is directed towards researching this relationship on the example of small open economies, as well as developing countries. The purpose of this paper is to examine the relationship between trade openness and human capital as explanatory variables and GDP as a dependent variable in a sample of eight Balkan countries. The goal of the research is to quantify the relationship between two independent variables and GDP as a dependent variable. The period in which we observe this relationship covers the period from 2000 to 2019. Achieving the research objective is done on the basis of a panel model with fixed and random effects. The results of the panel research testify to the existence of a positive relationship between trade openness and human capital as independent variables and GDP as a dependent variable. Calculated coefficients with independent variables were obtained with a high level of statistical significance. The conclusion of the research implies that there is a positive impact of trade openness and human capital on GDP.