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A Prediction Model of Peasants’ Income in China Based on BP Neural Network 被引量:2
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作者 GUO Qing-chun1,HE Zhen-fang2,LI Li3,KONG Ling-jun1,ZHANG Xiao-yong1,KOU Li-qun1 1.Shaanxi Radio &TV University,Xi’an 710068,China 2.Cold and Arid Regions Environmental and Engineering Research Institute,Chinese Academy of Sciences,Lan’zhou 730000,China 3.Institute of Earth Environment,Chinese Academy of Sciences,Xi’an 710075,China 《Asian Agricultural Research》 2011年第4期88-90,94,共4页
According to the related data affecting the peasants’ income in China in the years 1978-2008,a total of 13 indices are selected,such as agricultural population,output value of primary industry,and rural employees.Bas... According to the related data affecting the peasants’ income in China in the years 1978-2008,a total of 13 indices are selected,such as agricultural population,output value of primary industry,and rural employees.Based on the standardized method and BP neural network method,the peasants’ income and the artificial neural network model are established and analyzed.Results show that the simulation value agrees well with the real value;the neural network model with improved BP algorithm has high prediction accuracy,rapid convergence rate and good generalization ability.Finally,suggestions are put forward to increase the peasants’ income,such as promoting the process of urbanization,developing small and medium-sized enterprises in rural areas,encouraging intensive operation,and strengthening the rural infrastructure and agricultural science and technology input. 展开更多
关键词 BP NEURAL Network peasants income FORECAsT China
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Territorial Inequality of Net Income per Peasant in Shandong Province and Its Mechanism
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作者 SUN Hu LIU Yansui XU Keshuai 《Journal of Northeast Agricultural University(English Edition)》 CAS 2011年第4期70-76,共7页
Income inequality among farmers living in different regions was an important form of territorial inequalities. Studying the territorial inequality of the net income per peasant was an emphasis of this paper, and Shand... Income inequality among farmers living in different regions was an important form of territorial inequalities. Studying the territorial inequality of the net income per peasant was an emphasis of this paper, and Shandong Province was pointed as the case study region. By the help of logistic regression, it could be found that the special distribution of the net income per peasant in Shandong Province was affected by three factors: distance to No.308 National Highway, distance to the coastline in the east of Shandong Province, and urbanization rates. Based on the decomposition of Gini index, the net income per peasant was divided into four parts, and it was found that the income from family business and salary were the two major sources of income. As to the mechanism for income inequality, it was proved that urbanization was still the key factor. In order to reduce income inequality, the local governments should promote urbanization through improving road networks, such as building highways, which could connect rural areas with the major nodes such as big cities and the port cities in the east. 展开更多
关键词 INEQUALITY MECHANIsM peasant net income per head shandong Province
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The Analysis of the Basic features of Peasant Households with Different Income levels——A Case of 259 Peasant Households in Three Villages of Hebei Province,China
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作者 CHEN Jun-min 《Asian Agricultural Research》 2010年第2期1-5,共5页
According to the urban and rural income levels and the national poverty line,peasant households are classified into poor households,middle-income households and wealthy households.Based on the investigation data of 25... According to the urban and rural income levels and the national poverty line,peasant households are classified into poor households,middle-income households and wealthy households.Based on the investigation data of 259 peasant households in three villages of Hebei Province,the features of family structure,economy,ideology and communication of peasant households with different income levels in current status are analyzed.The result shows that there are great differences in family structure,ideology,economy and communication of peasant households with different income levels.The low-income households are featured by unreasonable family structure,heavy burden,conservative behavior and blocking information.While the middle and high income households are good at communicating and willing to take risk and armed with high skills.Based on this,relevant suggestions are put forward to promote the development of peasant households,such as optimizing family structure,cultivating the capacity of the core numbers of the family,guiding households to choose a suitable development path,encouraging farmers to work out,ensuring the legitimate rights and interests of migrant workers,flourishing rural culture,and setting up good platform for the communication of households. 展开更多
关键词 peasant households income Basic features China
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Income Growth of Peasants Based on Grey Theory
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作者 TAO Ai-xiang 《Asian Agricultural Research》 2010年第6期18-21,共4页
Taking Jiangsu Province for example and using the relevant data in Jiangsu Statistical Yearbook and Statistical Communique of Jiangsu Province on National Economic and Social Development during 2002-2009,the thesis se... Taking Jiangsu Province for example and using the relevant data in Jiangsu Statistical Yearbook and Statistical Communique of Jiangsu Province on National Economic and Social Development during 2002-2009,the thesis selects eight indexes including per capita net income of farmers,the fixed asset investment level in rural areas,average educational level,agricultural scientific and technological level,urbanization level,industrialization level,average consumption level per rural residents and per capita GDP and adopts the theory of grey correlation to analyze the factors influencing the peasants' net income.As shown in the result,the effect on the peasants' net income gives the following subsequence from great to little:average consumption level per capita of rural residents,urbanization level,average educational level,industrialization level,per capita GDP,number of scientific and technical personnel and fixed asset investment level in rural areas,that is,r06>r04>r02>r05>r07>r03>r01.Then combining with the practical conditions,the thesis makes a detailed analysis of each factor influencing the peasant's income growth and proposes corresponding measures in order to improve the peasants' income. 展开更多
关键词 peasant's income Grey correlation Problems concerning agriculture rural area and rural people Per capita net income China
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Women’s empowerment and food consumption:Evidence from female-headed households in Tanzania 被引量:1
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作者 Mosses Lufuke Xu Tian 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第2期457-467,共11页
Despite the growing recognition of women’s increasing role in the household and corresponding empowerment programs in sub-Saharan Africa,intensive research on the relationship between women’s influence and household... Despite the growing recognition of women’s increasing role in the household and corresponding empowerment programs in sub-Saharan Africa,intensive research on the relationship between women’s influence and household food consumption is minimal.Using the most recent(2017-2018)national household survey data from Tanzania,this study examined the influence of women’s empowerment on household food consumption.First,we compared the monthly consumption of eight food categories between female-headed households(FHHs)and male-headed households(MHHs)using both descriptive statistics and the propensity score matching(PSM)method.Furthermore,we adopted the two-stage Linear Expenditure System and Almost Ideal Demand System model(LES-AIDS)to estimate income and price elasticities for the two household types.The results show that FHHs consume bread and cereals,fish,oils and fats,vegetables,and confectionery(sugar,jam,honey,chocolate,etc.)more than MHHs.Moreover,FHHs have a significantly higher income elasticity of demand for all food groups than MHHs.They are also more price elastic than MHHs in meat,fish,oils,fats,sugar,jam,honey,chocolate,etc. 展开更多
关键词 women’s empowerment food consumption income elasticity price elasticity
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China-U.S. Trade Balance from the National Income Perspective 被引量:1
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作者 Li Xinru Chen Xikang +1 位作者 Duan Yuwan Zhu Kunfu 《China Economist》 2019年第3期82-97,共16页
This paper calculates the China-U.S. trade balance from the national income perspective based on an input-output model that differentiates domestic and foreign-invested companies. The result shows that due to differen... This paper calculates the China-U.S. trade balance from the national income perspective based on an input-output model that differentiates domestic and foreign-invested companies. The result shows that due to different degrees of dependence of both countries on foreign production factors such as foreign capital for the manufacturing of export goods,only 87.7% of the domestic value-added created by China's exports to the U.S. in 2012 was China's national income, whereas 96.2% of value-added in U.S. exports to China was U.S.national income. In the comparison of total export volume and export value-added, the home country's national income created by exports can more realistically reflect a country's gains from trade. In 2012, China's trade surplus with the U.S. stood at 102.8 billion US dollars in national income terms, which is 61% and 22% smaller than the results in gross and value-added terms, respectively. The implication is that the traditional trade balance accounting method seriously exaggerates the China-U.S. trade imbalance. 展开更多
关键词 national income China-U.s. TRADE BALANCE INPUT-OUTPUT model foreign direct INVEsTMENT
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‘Middle-Income Trap’ and ‘High-Income Waft': Challenges and Opportunities to China 被引量:1
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作者 刘世锦 张军扩 +1 位作者 侯永志 刘培林 《China Economist》 2012年第1期4-28,共25页
The history of international industrialization shows that Latin American countries and former Soviet Union and Eastern European countries experienced a siginificant drop in economic growth and fell into the middle-inc... The history of international industrialization shows that Latin American countries and former Soviet Union and Eastern European countries experienced a siginificant drop in economic growth and fell into the middle-income trap when their per capita GDP reached 4,000-7,000 international dollar (based on the 1990 prices) as a result of long-term implemented import-oriented strategy and planned economic system. Fortunately, China adopted reform and opening-up policy beginning at a lower development phase and achieved sustained high-speed growth for more than thirty years. Currently, China has surpassed the phase which the above-mentioned countries fell into the middle-income trap. On the other side, experiences of successful runner-ups show that when per capita GDP reached II,000 international dollar (based on the 1990 prices), economic growth speed will present regularly "natural drop ". Without internal and external shocks, China's economy is expected to reach this level by 2015 and the potential growth rate will possibly drop significantly. In this regard, China's toughest challenges will be whether it can effectively prevent and solve the financial risks accumulated during high-speed growth and make a shift to innovation-driven growth model Time is pressing for addressing the above challenges. A fundamental change in the growth model depends on the intensification of reform, in particular, the promotion of an "participatory and facilitative reform "approach. 展开更多
关键词 middle income trap high income wall China's economic growth
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Crohn’s disease in low and lower-middle income countries: A scoping review
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作者 Ruma Rajbhandari Samantha Blakemore +7 位作者 Neil Gupta Alma J Adler Christopher Allen Noble Sara Mannan Klejda Nikolli Alison Yih Sameer Joshi Gene Bukhman 《World Journal of Gastroenterology》 SCIE CAS 2020年第43期6891-6908,共18页
BACKGROUND While Crohn’s disease has been studied extensively in high-income countries,its epidemiology and care in low and lower-middle income countries(LLMICs)is not well established due to a lack of disease regist... BACKGROUND While Crohn’s disease has been studied extensively in high-income countries,its epidemiology and care in low and lower-middle income countries(LLMICs)is not well established due to a lack of disease registries and diagnostic capacity.AIM To describe the published burden,diagnostic/treatment capacity,service utilization,challenges/barriers to individuals with Crohn’s in LLMICs and their providers.METHODS We conducted a scoping review utilizing a full search strategy was developed and conducted in PubMed,Embase and World Health Organization Global Index Medicus.Two independent reviewers screened the titles and abstracts of all of the publications found in this search,reviewed selected publications,and extracted relevant data,which underwent descriptive review and was analyzed in Excel.RESULTS The database search yielded 4486 publications,216 of which were determined to be relevant to the research questions.Of all 79 LLMICs,only 21(26.6%)have publications describing individuals with Crohn’s.Overall,the highest number of studies came from India,followed by Tunisia,and Egypt.The mean number of Crohn’s patients reported per study is 57.84 and the median is 22,with a wide range from one to 980.CONCLUSION This scoping review has shown that,although there is a severe lack of populationbased data about Crohn’s in LLMICs,there is a signal of Crohn’s in these settings around the world. 展开更多
关键词 Crohn’s disease Low and lower-middle income countries scoping review service utilization Diagnostic/Treatment capacity
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An Analysis of Japanese Economy and Labor Market From Disparities by Gender and Employment Types of Lifetime and Annual Income,Public Pension Benefit and Redistribution
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作者 Hiromi Ishizuka 《International Relations and Diplomacy》 2021年第2期74-88,共15页
The purpose of this study is the maintenance of Japan’s economy by labor economics and public finance.I analyze(1)considering differences by gender and employment type by labor economics of applied microeconomics,and... The purpose of this study is the maintenance of Japan’s economy by labor economics and public finance.I analyze(1)considering differences by gender and employment type by labor economics of applied microeconomics,and also(2)considering income,tax and social insurance obligations,and public pension benefits by public finance.1.In Japan,a regular employee has more men than women,and an irregular employee has more women than men.2.Japan’s current significant economic issues are rapidly decreasing population and other.3.All people from 20 years old pay the public pension insurance every month,and all people about from 70 years old can receive public pension benefit every month.4.The average lifespan is 100 years old,and a woman is higher than a man.Using individual data from the Japan’s Ministry of Internal Affairs and Communications'"National Survey of Income and Expenditure",I conducted an analysis on both an annual and lifetime basis of male and female workers from their 20s to 60s who are regular or irregular employees in the labor market.Furthermore,I studied men and women in from their 70s to 100 years old who receive public pension benefits. 展开更多
关键词 Japan everyone’s public pension annual income lifetime income GENDER employment type "100-year life"
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A Survey of cash Income of China's Rural Residents
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《China Population Today》 1998年第Z2期29-29,共1页
关键词 DOWN A survey of cash income of China’s Rural Residents
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Changes in Chinese People's Personal Incomes
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《China's Foreign Trade》 1999年第7期43-44,共2页
Thegeneralsituationofpersonalincomesfrom1956to1978Itisnecessarytohaveknowledgeofthesituationofpersonalincomesfrom1956to1978beforewemakeasurveyofthepeople'sincomesatpresent.In1978Chinabeganintroducingthepolicyofref... Thegeneralsituationofpersonalincomesfrom1956to1978Itisnecessarytohaveknowledgeofthesituationofpersonalincomesfrom1956to1978beforewemakeasurveyofthepeople'sincomesatpresent.In1978Chinabeganintroducingthepolicyofreformandopeningtotheoutsideworld,thusus... 展开更多
关键词 Changes in Chinese People’s Personal incomes In
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Per Capita Disposable Income of China's Urban Residents
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《China Population Today》 1998年第Z2期30-30,共1页
关键词 Per Capita Disposable income of China’s Urban Residents
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Per Capita Net Income of China's Rural Residents
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《China Population Today》 1998年第Z2期30-30,共1页
关键词 Per Capita Net income of China’s Rural Residents
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Income Survey of China's Citizens
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《China's Foreign Trade》 1999年第12期33-33,共1页
关键词 income survey of China’s Citizens
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A Survey of 1997 Income and Expenditure of China's Urban Residents
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《China Population Today》 1998年第Z2期27-28,共2页
关键词 A survey of 1997 income and Expenditure of China’s Urban Residents
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Measuring Labor's Share of Income in China: 1993-2008
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作者 吕光明 《China Economist》 2012年第4期117-125,共9页
Accurately measuring labor's share of income is of great importance for China 'S national policies, particularly its labor compensation policies during the 12th Five Year Plan period. This paper first analyses the m... Accurately measuring labor's share of income is of great importance for China 'S national policies, particularly its labor compensation policies during the 12th Five Year Plan period. This paper first analyses the measurement problems of labor's share of income from the perspectives of definition and data and their influences on the accuracy of the measurement results. Then it sums up and appraises several adjustment methods for existing measurement problems. Finally, the author estimates the operating surplus of private, unincorporated enterprises (OSPUE) in China using data from Urban household survey (UHS), Rural household survey (RHS) and population survey, and further makes a correction to labor's share of income in China from 1993 to 2008 with data from flow of funds accounts. Finally, the author conducted trend analysis and international comparisons using the results obtained from the first part of the paper. 展开更多
关键词 labor's share of income measurement problem CORRECTION
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HANDICRAFTS BOOST VILLAGER’S INCOME IN MAINLING
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作者 Palden Nyima 《China's Tibet》 2017年第6期29-31,共3页
Some Tibetan people regard it as a luxury or of high class to drink tea or wine in a silver-plated wooden bowl,with such bowls mostly made in Tibet’s places of lower attitude like in eastern Nyingchi City.Known as th... Some Tibetan people regard it as a luxury or of high class to drink tea or wine in a silver-plated wooden bowl,with such bowls mostly made in Tibet’s places of lower attitude like in eastern Nyingchi City.Known as the Tibetan medicinal world,the region’s Mainling 展开更多
关键词 BOOsT HANDICRAFTs BOOsT VILLAGER’s income IN MAINLING
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The Income and Housing Problems of China's Teachers
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作者 DENG SHULIN 《China Today》 1995年第2期13-15,共3页
TheIncomeandHousingProblemsofChina'sTeachers¥//FewteachersinChinaareintheirjobsforthemoneyorthehousingalone,... TheIncomeandHousingProblemsofChina'sTeachers¥//FewteachersinChinaareintheirjobsforthemoneyorthehousingalone,buttheystillneedt... 展开更多
关键词 The income and Housing Problems of China’s Teachers
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农业节水灌溉REITs项目IRR测算研究 被引量:3
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作者 王蕾 裴晓桃 +3 位作者 陈天惠 彭圣 孙丽萍 张建红 《中国水利》 2023年第11期67-72,共6页
通过农业节水灌溉特许经营项目REITs案例研究发现,基础设施特许经营项目存在价值漏损时,可采用修正的B-S期权模型进行估值,可分配现金流用于分红的比例越高,投资收益越高,但项目的看涨期权价值越低。在项目高溢价转让的情况下,银行贷款... 通过农业节水灌溉特许经营项目REITs案例研究发现,基础设施特许经营项目存在价值漏损时,可采用修正的B-S期权模型进行估值,可分配现金流用于分红的比例越高,投资收益越高,但项目的看涨期权价值越低。在项目高溢价转让的情况下,银行贷款比例越高、偿还时间越短,投资内部收益率(IRR)及投资收益可能越低;收益波动越大,看涨期权价值越大,但IRR可能会下降。采用B-S期权定价模型丰富了现有经营权类公募REITs资产估值方法,具有推广应用价值。对公募REITs产品在不同贷款比例、还款期限以及分红条件下确定合理投资收益,具有实践指导作用。 展开更多
关键词 特许经营 公募REITs B-s期权定价模型 投资内部收益率(IRR) 并购贷款 收益测算
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Peasants and Alligators: A Love Story in China's Countryside
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作者 WU MING 《China Today》 1996年第11期59-60,共2页
PeasantsandAlligators:ALoveStoryinChina'sCountryside¥WUMING(InYinjiabian,asmallvillageonthelowerreachesofthe... PeasantsandAlligators:ALoveStoryinChina'sCountryside¥WUMING(InYinjiabian,asmallvillageonthelowerreachesoftheYangtzeRiver,vill... 展开更多
关键词 A Love story in China’s Countryside peasants and Alligators
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