Purpose:The goal of this study is a comparative analysis of the relation between funding(a main driver for scientific research)and citations in papers of Nobel Laureates in physics,chemistry and medicine over 2019-202...Purpose:The goal of this study is a comparative analysis of the relation between funding(a main driver for scientific research)and citations in papers of Nobel Laureates in physics,chemistry and medicine over 2019-2020 and the same relation in these research fields as a whole.Design/methodology/approach:This study utilizes a power law model to explore the relationship between research funding and citations of related papers.The study here analyzes 3,539 recorded documents by Nobel Laureates in physics,chemistry and medicine and a broader dataset of 183,016 documents related to the fields of physics,medicine,and chemistry recorded in the Web of Science database.Findings:Results reveal that in chemistry and medicine,funded researches published in papers of Nobel Laureates have higher citations than unfunded studies published in articles;vice versa high citations of Nobel Laureates in physics are for unfunded studies published in papers.Instead,when overall data of publications and citations in physics,chemistry and medicine are analyzed,all papers based on funded researches show higher citations than unfunded ones.Originality/value:Results clarify the driving role of research funding for science diffusion that are systematized in general properties:a)articles concerning funded researches receive more citations than(un)funded studies published in papers of physics,chemistry and medicine sciences,generating a high Matthew effect(a higher growth of citations with the increase in the number of papers);b)research funding increases the citations of articles in fields oriented to applied research(e.g.,chemistry and medicine)more than fields oriented towards basic research(e.g.,physics).Practical implications:The results here explain some characteristics of scientific development and diffusion,highlighting the critical role of research funding in fostering citations and the expansion of scientific knowledge.This finding can support decision-making of policymakers and R&D managers to improve the effectiveness in allocating financial resources in science policies to generate a higher positive scientific and societal impact.展开更多
Background:The Institute of Medicine has proposed that the amount of disease-specific research funding provided by the National Institutes of Health(NIH)be systematically and consistently compared with the burden of d...Background:The Institute of Medicine has proposed that the amount of disease-specific research funding provided by the National Institutes of Health(NIH)be systematically and consistently compared with the burden of disease for society.Methods:We performed a cross-sectional study comparing estimates of disease-specific funding in 1996 with data on six measures of the burden of disease.展开更多
China should prioritize the establishment and enhancement of a third-party funding system.It should actively refine the existing arbitration rules,addressing any loopholes in the current regulatory framework.Comprehen...China should prioritize the establishment and enhancement of a third-party funding system.It should actively refine the existing arbitration rules,addressing any loopholes in the current regulatory framework.Comprehensive measures should be implemented to regulate third-party funding,aligning with international trends.This is crucial not only to safeguard the foreign investment of the Chinese government and enterprises but also to position China as a globally influential arbitration center.展开更多
Crowdfunding is emerging as an alternative form of funding for medical purposes,with capital being raised directly from a broader and more diverse audience of investors.In this paper,we have systematically researched ...Crowdfunding is emerging as an alternative form of funding for medical purposes,with capital being raised directly from a broader and more diverse audience of investors.In this paper,we have systematically researched and reviewed the literature on medical crowdfunding to determine how crowdfunding connects with the health care industry.The health care industry has been struggling to develop sustainable research and business models for economic systems and investors alike,especially in pharmaceuticals.The research results have revealed a wealth of evidence concerning the way crowdfunding is applied in real life.Patients and caregivers utilize web platform–based campaigns all over the world to fund their medical expenses,generally on a spot basis,using donation-based or even reward-based schemes,regardless of the health care system archetype(public,private insurance-based or hybrid).Academics have also focused on funding campaigns and the predictors of success(which range from social behaviour and environment to the basic demographics of the campaigners and their diseases)and on social and regulatory concerns,including heightened social inequality and stigma.While equity crowdfunding is disrupting the way many ventures/businesses seek capital in the market,our research indicates that there are no relevant or consistent data on the practice of medical equity crowdfunding in health care,apart from a few anecdotal cases.展开更多
The adequacy of state funding for higher education in America is vital to cultivate the qualified workforce and help in developing the state’s economy.With the economy downturn situation,whether the current state fun...The adequacy of state funding for higher education in America is vital to cultivate the qualified workforce and help in developing the state’s economy.With the economy downturn situation,whether the current state funding is adequate to the need of institutions and students is a valuable question to be investigated.This research reviewed the whole trends of state and federal support of the higher education,having analyzed the data of higher education funding for the whole state,for the institution development,and for the students and their families.With the enrollment increasing and the inflation growing,the state fund was dropping.Although states supply a greater part of funding to public universities,most of the state funding goes to community colleges and non-research public institutions.The public research institutions and undergraduate education are important components in higher education,generating changing the development for the entire society.The state should make some adjustments in distributing funding in order to keep up with the most urgent needs of the higher education and ease pressure on the institutions,and ease the financial burden on students and their families.展开更多
The BOF-key is the performance-based research funding system that is used in Flanders, Belgium. In this paper we describe the historical background of the system, its current design and organization, as well as its ef...The BOF-key is the performance-based research funding system that is used in Flanders, Belgium. In this paper we describe the historical background of the system, its current design and organization, as well as its effects on the Flemish higher education landscape. The BOFkey in its current form relies on three bibliometric parameters: publications in Web of Science, citations in Web of Science, and publications in a comprehensive regional database for SSH publications. Taken together, the BOF-key forms a unique variant of the Norwegian model: while the system to a large extent relies on a commercial database, it avoids the problem of inadequate coverage of the SSH. Because the bibliometric parameters of the BOF-key are reused in other funding allocation schemes, their overall importance to the Flemish universities is substantial.展开更多
Purpose: This study aims to present the key systemic changes in the Polish book evaluation model to focus on the publisher list, as inspired by the Norwegian Model. Design/methodology/approach: In this study we recons...Purpose: This study aims to present the key systemic changes in the Polish book evaluation model to focus on the publisher list, as inspired by the Norwegian Model. Design/methodology/approach: In this study we reconstruct the framework of the 2010 and 2018 models of book evaluation in Poland within the performance-based research funding system. Findings: For almost 20 years the book evaluation system in Poland has been based on the verification of various technical criteria(e.g. length of the book). The new 2018 model is based on the principle of prestige inheritance(a book is worth as much as its publisher is) and is inspired by the publisher list used in the Norwegian Model. In this paper, we argue that this solution may be a more balanced policy instrument than the previous 2010 model in which neither the quality of the publisher nor the quality of the book played any role in the evaluation.Research limitations: We work from the framework of the 2018 model of book evaluation specified in the law on higher education and science from 20 July 2018, as implementation acts are not available yet. Practical implications: This study may provide a valuable point of reference on how structural reforms in the research evaluation model were implemented on a country level. The results of this study may be interesting to policy makers, stakeholders and researchers focused on science policy. Originality/value: This is the very first study that presents the new framework of the Polish research evaluation model and policy instruments for scholarly book evaluation. We describe what motivated policy makers to change the book evaluation model, and what arguments were explicitly raised to argue for the new solution.展开更多
Due to its outstanding ability in processing large quantity and high-dimensional data,machine learning models have been used in many cases,such as pattern recognition,classification,spam filtering,data mining and fore...Due to its outstanding ability in processing large quantity and high-dimensional data,machine learning models have been used in many cases,such as pattern recognition,classification,spam filtering,data mining and forecasting.As an outstanding machine learning algorithm,K-Nearest Neighbor(KNN)has been widely used in different situations,yet in selecting qualified applicants for winning a funding is almost new.The major problem lies in how to accurately determine the importance of attributes.In this paper,we propose a Feature-weighted Gradient Decent K-Nearest Neighbor(FGDKNN)method to classify funding applicants in to two types:approved ones or not approved ones.The FGDKNN is based on a gradient decent learning algorithm to update weight.It updates the weight of labels by minimizing error ratio iteratively,so that the importance of attributes can be described better.We investigate the performance of FGDKNN with Beijing Innofund.The results show that FGDKNN performs about 23%,20%,18%,15%better than KNN,SVM,DT and ANN,respectively.Moreover,the FGDKNN has fast convergence time under different training scales,and has good performance under different settings.展开更多
The Global Fund has long been the largest international assistance in human immunodeficiency virus(HIV)responses for three Southeast Asian countries,including Myanmar,Laos,and Vietnam.However,it recently decided to re...The Global Fund has long been the largest international assistance in human immunodeficiency virus(HIV)responses for three Southeast Asian countries,including Myanmar,Laos,and Vietnam.However,it recently decided to reduce or withdraw its funding from countries not yet going through donor phase out,aiming to make these countries respond with their own resources.In examining whether these three countries are well-prepared to donor transition,we uncover potential challenges that will appear in their healthcare systems and especially in the prevention and control for vulnerable populations.By reviewing China's succesful experience in donor transition,we propose recommendations for these pre transition countries,in terms of program operation,budget allocation,and social stigmatization.展开更多
Canadian governments have moved towards a matching funding model for agricultural research. Agricultural organizations can take advantage of this if Canadian Controlled Private Corporations are established to fund res...Canadian governments have moved towards a matching funding model for agricultural research. Agricultural organizations can take advantage of this if Canadian Controlled Private Corporations are established to fund research through matching grants, tax credits and investments. A low risk options strategy is presented which uses index options and is a diagonal put spread where an in-the-money put is bought which expires in 1 to 2 years and out-of-the-money puts are sold which expire monthly. In summary, “A small Canadian Controlled Private Corporation can, for a $100,000 up front initial investment, generate at least $100,000 annually in research funding, in perpetuity”.展开更多
Malaysia, situated in Southeast Asia, is a relatively small country of 33 million hectares of land, and with a total cultivable area estimated in 14.2 million ha. However, in 2013, only 53% of it was cultivated. Remar...Malaysia, situated in Southeast Asia, is a relatively small country of 33 million hectares of land, and with a total cultivable area estimated in 14.2 million ha. However, in 2013, only 53% of it was cultivated. Remarkably enough, in 2012, 67% of the whole land used under agriculture was destined for oil palm plantations. Likewise, Malaysia has been recognized as one of the twelve mega-diversity countries of the world, thanks to its rich variety of species and diverse number of ecosystems. Furthermore, as Malaysia lies in the equatorial zone, the average temperature throughout the entire year is 26 °C; which is controlled by the northeast and southwest monsoons, and consequently, receiving around 2,000 mm to 2,500 mm of rainfall annually. In addition, Malaysia has an annual average of 990 billion m3 of water resources inside the entire territory. Moreover, as Malaysia realized the importance of shifting into a knowledge-based economy, it's now really focused on the development of human and intellectual capital in order to produce adequate supply. In that way, under the Malaysia Education Blueprint from 2013 to 2015, a sum of RM 41.3 billion is expected to be allocated in 2016, to improve the quality of education. Conjointly, the agriculture in Malaysia is a fundamental piece in the country's economy, contributing to the National Gross Domestic Product (GDP), as in 2013 this sector employed more than 1.6 million people. On the other hand, in Malaysia two distinct Agricultural Policies have been established to give strategic direction to the agricultural sector: The Policy before Independence (1948-1957) and The Policy after the independence (1957-2020) (which is as well, formed by several policies). In conjunction, as Malaysia aspires to become a developed country, it nourishes its research culture; being the public sector an important contributor for the agricultural research funding. Notwithstanding, a substantial factor that has contributed in the development of the seed industry in Malaysia, is the fact of having the “Legislation” in place; with the establishment of the Protection of New Plant Varieties (PNPV) Act, which came into force in October of 2008. To finalize, Malaysia is now certainly facing limitations towards the development of the seed industry, which are: lack of new local varieties, lack of mandatory seed quality control system, unorganized information of the seed industry, inadequate number of trained personnel in the seed industry, lack of private sector involvement.展开更多
The agricultural scientific research project funding is an important prerequisite for the implementation of agricultural scientific research project,and an essential basic condition to support agricultural research. I...The agricultural scientific research project funding is an important prerequisite for the implementation of agricultural scientific research project,and an essential basic condition to support agricultural research. In recent years,China has paid great attention to the development of scientific research,and increased the input of scientific research funds,but there are some shortcomings in funding management during the implementation of the project. Based on many years of practice,this paper expounds the main problems in the current funding management for agricultural scientific research project,and brings forward the relevant recommendations,in order to provide a reference for the scientific management of agricultural scientific research project funding in the new situation.展开更多
On the basis of the documentary analysis and interview, we noted that the total funds in the four interventions whose identified axes made it possible to know how the resources mobilized for the AIDS response were dis...On the basis of the documentary analysis and interview, we noted that the total funds in the four interventions whose identified axes made it possible to know how the resources mobilized for the AIDS response were distributed during the period of 2008 to 2017. These funds are distributed as follows: Treatment: 1,016,982,472 USD;Prevention: 302,542,391 USD;Governance: 459,246,584 USD;Mitigation of the impact: 115,757,443 USD. It should be noted that the analysis of resource allocations by component during the period 2008 to 2017 reveals significant disparities. Indeed, it was noted that the treatment component has received significant funding compared to the other components. It is followed by governance, prevention and impact mitigation which happens to be the component that received less funding compared to the other four (4) components.展开更多
This study develops and tests hypotheses about organizational characteristics of the Financial Accounting Standards Board(FASB)and captures the effects of some recent changes on the operations of the Board in standard...This study develops and tests hypotheses about organizational characteristics of the Financial Accounting Standards Board(FASB)and captures the effects of some recent changes on the operations of the Board in standard setting.I establish a methodology to quantify the complex work of the FASB through factor analysis and condense various proxies into three meaningful performance metrics:thoroughness,timeliness,and consensus.These performance measures are used as dependent variables in a regression analysis to capture how the work of the FASB varies with respect to funding and voting changes.I find evidence that a change in FASB funding from private donations to mandatory accounting support fees is associated with an improvement in Board consensus but no significant change in thoroughness or timeliness.I also find the change in voting rules from supermajority to simple majority is associated with improvements in timeliness but a decline in thoroughness and consensus.Overall,the results suggest that the work of the FASB is multidimensional and that the improvement of one area may come at the cost of another.展开更多
The objective of this study was to analyse the effect of donor funding on the performance of water utilities in Kenya.The study employed the use of a census by targeting all 88 regulated Water Services Providers(WSPs)...The objective of this study was to analyse the effect of donor funding on the performance of water utilities in Kenya.The study employed the use of a census by targeting all 88 regulated Water Services Providers(WSPs)in Kenya for a period of two years,2016 and 2017.Data pertaining to the support received from the donors were obtained from the publications of the WSPs,Development Partners,Civil Society Organisations(CSOs),and Office of Auditor General(OAG).Performance data of the various WSPs were extracted from the Impact reports produced by Water Regulatory Board(WASREB),for the periods 2016/7 to 2017/8.Presentation of the data was done through the use of tables and charts with the application of SPSS.The study found that donor funding issued as Output Based Approach(OBA)leads to improved performance.This finding is expected to assist the Kenyan Government in negotiating for the Official Development Assistance(ODA)funding to be aligned to the government flagship projects under the Medium Term Plans(MTP).The study recommends OBA as the best way of issuing donor funding.展开更多
Background: International research and innovation efforts for neglected tropical diseases have increased in recent decades due to disparities in overall health research funding in relation to global burden of disease....Background: International research and innovation efforts for neglected tropical diseases have increased in recent decades due to disparities in overall health research funding in relation to global burden of disease. However, within the field of neglected tropical diseases some seem far more neglected than others. In this research the aim is to investigate the distribution of resources and efforts, as well as the mechanisms that underpin funding allocation for neglected tropical diseases. Methodology: A systematic literature review was conducted to establish a comprehensive overview of known indicators for innovation efforts related to a wide range of neglected tropical diseases. Articles were selected based on a subjective evaluation of their relevance, the presence of original data, and the breadth of their scope. This was followed by thirteen in-depth open-ended interviews with representatives of private, public and philanthropic funding organizations, concerning evaluation criteria for funding research proposals. Results: The findings reveal a large difference in the extent to which the individual diseases are neglected with notable differences between absolute and relative efforts. Criteria used in the evaluation of research proposals relate to potential impact, the probability of success and strategic fit. Private organizations prioritize strategic fit and economic impact;philanthropic organizations prioritize short-term societal impact;and public generally prioritize the probability of success by accounting for follow-up funding and involvement of industry. Funding decisions of different types of organizations are highly interrelated. Conclusions: This study shows that the evaluation of funding proposals introduces and retains unequal funding distribution, reinforcing the relative neglect of diseases. Societal impact is the primary rationale for funding but application of it as a funding criterion is associated with significant challenges. Furthermore, current application of evaluation criteria leads to a primary focus on short-term impact. Through current practice, the relatively most neglected diseases will remain so, and a long-term strategy is needed to resolve this.展开更多
Background:The Institute of Medicine has proposed that the amount of disease-specific research funding provided by the National Institutes of Health(NIH)be systematically and consistently compared with the burden of d...Background:The Institute of Medicine has proposed that the amount of disease-specific research funding provided by the National Institutes of Health(NIH)be systematically and consistently compared with the burden of disease for society.Methods:We performed a cross-sectional study comparing estimates of disease-specific funding in 1996 with data on six measures of the burden of disease.The measures were total mortality,years of life lost,and number of hospital days in 1994 and incidence,prevalence,and disability-adjusted life-years(one disability-adjusted life-year is defined as the loss of one year of healthy life to disease)in 1990.With the use of these measures as explanatory variables in a regression analysis,predicted funding was calculated and compared with actual funding.展开更多
We apply to the concrete setup of a bank engaged into bilateral trade portfolios the XVA theoretical framework of Albanese and Crepey(2017),whereby´so-called contra-liabilities and cost of capital are charged by ...We apply to the concrete setup of a bank engaged into bilateral trade portfolios the XVA theoretical framework of Albanese and Crepey(2017),whereby´so-called contra-liabilities and cost of capital are charged by the bank to its clients,on top of the fair valuation of counterparty risk,in order to account for the incompleteness of this risk.The transfer of the residual reserve credit capital from shareholders to creditors at bank default results in a unilateral CVA,consistent with the regulatory requirement that capital should not diminish as an effect of the sole deterioration of the bank credit spread.Our funding cost for variation margin(FVA)is defined asymmetrically since there is no benefit in holding excess capital in the future.Capital is fungible as a source of funding for variation margin,causing a material FVA reduction.We introduce a specialist initial margin lending scheme that drastically reduces the funding cost for initial margin(MVA).Our capital valuation adjustment(KVA)is defined as a risk premium,i.e.the cost of remunerating shareholder capital at risk at some hurdle rate.展开更多
文摘Purpose:The goal of this study is a comparative analysis of the relation between funding(a main driver for scientific research)and citations in papers of Nobel Laureates in physics,chemistry and medicine over 2019-2020 and the same relation in these research fields as a whole.Design/methodology/approach:This study utilizes a power law model to explore the relationship between research funding and citations of related papers.The study here analyzes 3,539 recorded documents by Nobel Laureates in physics,chemistry and medicine and a broader dataset of 183,016 documents related to the fields of physics,medicine,and chemistry recorded in the Web of Science database.Findings:Results reveal that in chemistry and medicine,funded researches published in papers of Nobel Laureates have higher citations than unfunded studies published in articles;vice versa high citations of Nobel Laureates in physics are for unfunded studies published in papers.Instead,when overall data of publications and citations in physics,chemistry and medicine are analyzed,all papers based on funded researches show higher citations than unfunded ones.Originality/value:Results clarify the driving role of research funding for science diffusion that are systematized in general properties:a)articles concerning funded researches receive more citations than(un)funded studies published in papers of physics,chemistry and medicine sciences,generating a high Matthew effect(a higher growth of citations with the increase in the number of papers);b)research funding increases the citations of articles in fields oriented to applied research(e.g.,chemistry and medicine)more than fields oriented towards basic research(e.g.,physics).Practical implications:The results here explain some characteristics of scientific development and diffusion,highlighting the critical role of research funding in fostering citations and the expansion of scientific knowledge.This finding can support decision-making of policymakers and R&D managers to improve the effectiveness in allocating financial resources in science policies to generate a higher positive scientific and societal impact.
文摘Background:The Institute of Medicine has proposed that the amount of disease-specific research funding provided by the National Institutes of Health(NIH)be systematically and consistently compared with the burden of disease for society.Methods:We performed a cross-sectional study comparing estimates of disease-specific funding in 1996 with data on six measures of the burden of disease.
基金National Social Science Fund project(23BGL052)Shandong Key R&D Program(Soft Science Project)(2023RKY03009)Qingdao Social Science Fund Project(QDSKL2301121)。
文摘China should prioritize the establishment and enhancement of a third-party funding system.It should actively refine the existing arbitration rules,addressing any loopholes in the current regulatory framework.Comprehensive measures should be implemented to regulate third-party funding,aligning with international trends.This is crucial not only to safeguard the foreign investment of the Chinese government and enterprises but also to position China as a globally influential arbitration center.
文摘Crowdfunding is emerging as an alternative form of funding for medical purposes,with capital being raised directly from a broader and more diverse audience of investors.In this paper,we have systematically researched and reviewed the literature on medical crowdfunding to determine how crowdfunding connects with the health care industry.The health care industry has been struggling to develop sustainable research and business models for economic systems and investors alike,especially in pharmaceuticals.The research results have revealed a wealth of evidence concerning the way crowdfunding is applied in real life.Patients and caregivers utilize web platform–based campaigns all over the world to fund their medical expenses,generally on a spot basis,using donation-based or even reward-based schemes,regardless of the health care system archetype(public,private insurance-based or hybrid).Academics have also focused on funding campaigns and the predictors of success(which range from social behaviour and environment to the basic demographics of the campaigners and their diseases)and on social and regulatory concerns,including heightened social inequality and stigma.While equity crowdfunding is disrupting the way many ventures/businesses seek capital in the market,our research indicates that there are no relevant or consistent data on the practice of medical equity crowdfunding in health care,apart from a few anecdotal cases.
文摘The adequacy of state funding for higher education in America is vital to cultivate the qualified workforce and help in developing the state’s economy.With the economy downturn situation,whether the current state funding is adequate to the need of institutions and students is a valuable question to be investigated.This research reviewed the whole trends of state and federal support of the higher education,having analyzed the data of higher education funding for the whole state,for the institution development,and for the students and their families.With the enrollment increasing and the inflation growing,the state fund was dropping.Although states supply a greater part of funding to public universities,most of the state funding goes to community colleges and non-research public institutions.The public research institutions and undergraduate education are important components in higher education,generating changing the development for the entire society.The state should make some adjustments in distributing funding in order to keep up with the most urgent needs of the higher education and ease pressure on the institutions,and ease the financial burden on students and their families.
文摘The BOF-key is the performance-based research funding system that is used in Flanders, Belgium. In this paper we describe the historical background of the system, its current design and organization, as well as its effects on the Flemish higher education landscape. The BOFkey in its current form relies on three bibliometric parameters: publications in Web of Science, citations in Web of Science, and publications in a comprehensive regional database for SSH publications. Taken together, the BOF-key forms a unique variant of the Norwegian model: while the system to a large extent relies on a commercial database, it avoids the problem of inadequate coverage of the SSH. Because the bibliometric parameters of the BOF-key are reused in other funding allocation schemes, their overall importance to the Flemish universities is substantial.
基金supported by the DIALOG Program[grant name“Research into Excellence Patterns in Science and Art”]financed by the Ministry of Science and Higher Education in Poland
文摘Purpose: This study aims to present the key systemic changes in the Polish book evaluation model to focus on the publisher list, as inspired by the Norwegian Model. Design/methodology/approach: In this study we reconstruct the framework of the 2010 and 2018 models of book evaluation in Poland within the performance-based research funding system. Findings: For almost 20 years the book evaluation system in Poland has been based on the verification of various technical criteria(e.g. length of the book). The new 2018 model is based on the principle of prestige inheritance(a book is worth as much as its publisher is) and is inspired by the publisher list used in the Norwegian Model. In this paper, we argue that this solution may be a more balanced policy instrument than the previous 2010 model in which neither the quality of the publisher nor the quality of the book played any role in the evaluation.Research limitations: We work from the framework of the 2018 model of book evaluation specified in the law on higher education and science from 20 July 2018, as implementation acts are not available yet. Practical implications: This study may provide a valuable point of reference on how structural reforms in the research evaluation model were implemented on a country level. The results of this study may be interesting to policy makers, stakeholders and researchers focused on science policy. Originality/value: This is the very first study that presents the new framework of the Polish research evaluation model and policy instruments for scholarly book evaluation. We describe what motivated policy makers to change the book evaluation model, and what arguments were explicitly raised to argue for the new solution.
基金J.Yao would like to thank the support of Program of Hainan Association for Science and Technology Plans to Youth R&D Innovation[QCXM201910]Scientific Research Setup Fund of Hainan University[KYQD(ZR)1837]+1 种基金the National Natural Science Foundation of China[61802092]G.Hu would like to thank the support of Fundamental Research Project of Shenzhen Municipality[JCYJ20170817115335418].
文摘Due to its outstanding ability in processing large quantity and high-dimensional data,machine learning models have been used in many cases,such as pattern recognition,classification,spam filtering,data mining and forecasting.As an outstanding machine learning algorithm,K-Nearest Neighbor(KNN)has been widely used in different situations,yet in selecting qualified applicants for winning a funding is almost new.The major problem lies in how to accurately determine the importance of attributes.In this paper,we propose a Feature-weighted Gradient Decent K-Nearest Neighbor(FGDKNN)method to classify funding applicants in to two types:approved ones or not approved ones.The FGDKNN is based on a gradient decent learning algorithm to update weight.It updates the weight of labels by minimizing error ratio iteratively,so that the importance of attributes can be described better.We investigate the performance of FGDKNN with Beijing Innofund.The results show that FGDKNN performs about 23%,20%,18%,15%better than KNN,SVM,DT and ANN,respectively.Moreover,the FGDKNN has fast convergence time under different training scales,and has good performance under different settings.
基金supported in part by the National Natural Science Foundation of China(Grant No.71904171)the Fundamental Research Funds for the Central Universities(Grant No.2020QNA7021)China Medical Board(Project No.202032).
文摘The Global Fund has long been the largest international assistance in human immunodeficiency virus(HIV)responses for three Southeast Asian countries,including Myanmar,Laos,and Vietnam.However,it recently decided to reduce or withdraw its funding from countries not yet going through donor phase out,aiming to make these countries respond with their own resources.In examining whether these three countries are well-prepared to donor transition,we uncover potential challenges that will appear in their healthcare systems and especially in the prevention and control for vulnerable populations.By reviewing China's succesful experience in donor transition,we propose recommendations for these pre transition countries,in terms of program operation,budget allocation,and social stigmatization.
文摘Canadian governments have moved towards a matching funding model for agricultural research. Agricultural organizations can take advantage of this if Canadian Controlled Private Corporations are established to fund research through matching grants, tax credits and investments. A low risk options strategy is presented which uses index options and is a diagonal put spread where an in-the-money put is bought which expires in 1 to 2 years and out-of-the-money puts are sold which expire monthly. In summary, “A small Canadian Controlled Private Corporation can, for a $100,000 up front initial investment, generate at least $100,000 annually in research funding, in perpetuity”.
文摘Malaysia, situated in Southeast Asia, is a relatively small country of 33 million hectares of land, and with a total cultivable area estimated in 14.2 million ha. However, in 2013, only 53% of it was cultivated. Remarkably enough, in 2012, 67% of the whole land used under agriculture was destined for oil palm plantations. Likewise, Malaysia has been recognized as one of the twelve mega-diversity countries of the world, thanks to its rich variety of species and diverse number of ecosystems. Furthermore, as Malaysia lies in the equatorial zone, the average temperature throughout the entire year is 26 °C; which is controlled by the northeast and southwest monsoons, and consequently, receiving around 2,000 mm to 2,500 mm of rainfall annually. In addition, Malaysia has an annual average of 990 billion m3 of water resources inside the entire territory. Moreover, as Malaysia realized the importance of shifting into a knowledge-based economy, it's now really focused on the development of human and intellectual capital in order to produce adequate supply. In that way, under the Malaysia Education Blueprint from 2013 to 2015, a sum of RM 41.3 billion is expected to be allocated in 2016, to improve the quality of education. Conjointly, the agriculture in Malaysia is a fundamental piece in the country's economy, contributing to the National Gross Domestic Product (GDP), as in 2013 this sector employed more than 1.6 million people. On the other hand, in Malaysia two distinct Agricultural Policies have been established to give strategic direction to the agricultural sector: The Policy before Independence (1948-1957) and The Policy after the independence (1957-2020) (which is as well, formed by several policies). In conjunction, as Malaysia aspires to become a developed country, it nourishes its research culture; being the public sector an important contributor for the agricultural research funding. Notwithstanding, a substantial factor that has contributed in the development of the seed industry in Malaysia, is the fact of having the “Legislation” in place; with the establishment of the Protection of New Plant Varieties (PNPV) Act, which came into force in October of 2008. To finalize, Malaysia is now certainly facing limitations towards the development of the seed industry, which are: lack of new local varieties, lack of mandatory seed quality control system, unorganized information of the seed industry, inadequate number of trained personnel in the seed industry, lack of private sector involvement.
文摘The agricultural scientific research project funding is an important prerequisite for the implementation of agricultural scientific research project,and an essential basic condition to support agricultural research. In recent years,China has paid great attention to the development of scientific research,and increased the input of scientific research funds,but there are some shortcomings in funding management during the implementation of the project. Based on many years of practice,this paper expounds the main problems in the current funding management for agricultural scientific research project,and brings forward the relevant recommendations,in order to provide a reference for the scientific management of agricultural scientific research project funding in the new situation.
文摘On the basis of the documentary analysis and interview, we noted that the total funds in the four interventions whose identified axes made it possible to know how the resources mobilized for the AIDS response were distributed during the period of 2008 to 2017. These funds are distributed as follows: Treatment: 1,016,982,472 USD;Prevention: 302,542,391 USD;Governance: 459,246,584 USD;Mitigation of the impact: 115,757,443 USD. It should be noted that the analysis of resource allocations by component during the period 2008 to 2017 reveals significant disparities. Indeed, it was noted that the treatment component has received significant funding compared to the other components. It is followed by governance, prevention and impact mitigation which happens to be the component that received less funding compared to the other four (4) components.
文摘This study develops and tests hypotheses about organizational characteristics of the Financial Accounting Standards Board(FASB)and captures the effects of some recent changes on the operations of the Board in standard setting.I establish a methodology to quantify the complex work of the FASB through factor analysis and condense various proxies into three meaningful performance metrics:thoroughness,timeliness,and consensus.These performance measures are used as dependent variables in a regression analysis to capture how the work of the FASB varies with respect to funding and voting changes.I find evidence that a change in FASB funding from private donations to mandatory accounting support fees is associated with an improvement in Board consensus but no significant change in thoroughness or timeliness.I also find the change in voting rules from supermajority to simple majority is associated with improvements in timeliness but a decline in thoroughness and consensus.Overall,the results suggest that the work of the FASB is multidimensional and that the improvement of one area may come at the cost of another.
文摘The objective of this study was to analyse the effect of donor funding on the performance of water utilities in Kenya.The study employed the use of a census by targeting all 88 regulated Water Services Providers(WSPs)in Kenya for a period of two years,2016 and 2017.Data pertaining to the support received from the donors were obtained from the publications of the WSPs,Development Partners,Civil Society Organisations(CSOs),and Office of Auditor General(OAG).Performance data of the various WSPs were extracted from the Impact reports produced by Water Regulatory Board(WASREB),for the periods 2016/7 to 2017/8.Presentation of the data was done through the use of tables and charts with the application of SPSS.The study found that donor funding issued as Output Based Approach(OBA)leads to improved performance.This finding is expected to assist the Kenyan Government in negotiating for the Official Development Assistance(ODA)funding to be aligned to the government flagship projects under the Medium Term Plans(MTP).The study recommends OBA as the best way of issuing donor funding.
文摘Background: International research and innovation efforts for neglected tropical diseases have increased in recent decades due to disparities in overall health research funding in relation to global burden of disease. However, within the field of neglected tropical diseases some seem far more neglected than others. In this research the aim is to investigate the distribution of resources and efforts, as well as the mechanisms that underpin funding allocation for neglected tropical diseases. Methodology: A systematic literature review was conducted to establish a comprehensive overview of known indicators for innovation efforts related to a wide range of neglected tropical diseases. Articles were selected based on a subjective evaluation of their relevance, the presence of original data, and the breadth of their scope. This was followed by thirteen in-depth open-ended interviews with representatives of private, public and philanthropic funding organizations, concerning evaluation criteria for funding research proposals. Results: The findings reveal a large difference in the extent to which the individual diseases are neglected with notable differences between absolute and relative efforts. Criteria used in the evaluation of research proposals relate to potential impact, the probability of success and strategic fit. Private organizations prioritize strategic fit and economic impact;philanthropic organizations prioritize short-term societal impact;and public generally prioritize the probability of success by accounting for follow-up funding and involvement of industry. Funding decisions of different types of organizations are highly interrelated. Conclusions: This study shows that the evaluation of funding proposals introduces and retains unequal funding distribution, reinforcing the relative neglect of diseases. Societal impact is the primary rationale for funding but application of it as a funding criterion is associated with significant challenges. Furthermore, current application of evaluation criteria leads to a primary focus on short-term impact. Through current practice, the relatively most neglected diseases will remain so, and a long-term strategy is needed to resolve this.
文摘Background:The Institute of Medicine has proposed that the amount of disease-specific research funding provided by the National Institutes of Health(NIH)be systematically and consistently compared with the burden of disease for society.Methods:We performed a cross-sectional study comparing estimates of disease-specific funding in 1996 with data on six measures of the burden of disease.The measures were total mortality,years of life lost,and number of hospital days in 1994 and incidence,prevalence,and disability-adjusted life-years(one disability-adjusted life-year is defined as the loss of one year of healthy life to disease)in 1990.With the use of these measures as explanatory variables in a regression analysis,predicted funding was calculated and compared with actual funding.
基金The research of Stephane Cr´epey benefited from the support of the“Chair Markets´in Transition,”Fed´eration Bancaire Franc´¸aise,of the ANR project 11-LABX-0019 and from the EIF grant“Collateral management in centrally cleared trading.”。
文摘We apply to the concrete setup of a bank engaged into bilateral trade portfolios the XVA theoretical framework of Albanese and Crepey(2017),whereby´so-called contra-liabilities and cost of capital are charged by the bank to its clients,on top of the fair valuation of counterparty risk,in order to account for the incompleteness of this risk.The transfer of the residual reserve credit capital from shareholders to creditors at bank default results in a unilateral CVA,consistent with the regulatory requirement that capital should not diminish as an effect of the sole deterioration of the bank credit spread.Our funding cost for variation margin(FVA)is defined asymmetrically since there is no benefit in holding excess capital in the future.Capital is fungible as a source of funding for variation margin,causing a material FVA reduction.We introduce a specialist initial margin lending scheme that drastically reduces the funding cost for initial margin(MVA).Our capital valuation adjustment(KVA)is defined as a risk premium,i.e.the cost of remunerating shareholder capital at risk at some hurdle rate.