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Analysis of Influencing Factors on Fruit Consumption of Urban and Rural Residents in Beijing
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作者 Zihao WANG Rao CHEN Weimin YANG 《Asian Agricultural Research》 2024年第6期1-4,10,共5页
In light of the rapid expansion of China s economy,there has been a notable shift in the consumption patterns of urban and rural residents.This is evident in the increased consumption of agricultural products,with fru... In light of the rapid expansion of China s economy,there has been a notable shift in the consumption patterns of urban and rural residents.This is evident in the increased consumption of agricultural products,with fruit consumption representing a particularly pronounced trend.The 2023 Beijing Consumption Statistics indicate that demand for fruit is increasing,accompanied by heightened competition for quality and brands.The paper is based on research that examines the current situation of fruit consumption among urban and rural residents in Beijing.The results indicate that when urban and rural residents in Beijing purchase fruits,price is the most significant factor influencing fruit consumption.Taste,appearance,and variety are also considered to be important influencing factors,while the influence of factors such as fruit type,consumption pattern,and fruit brand is relatively minor. 展开更多
关键词 URBAN and RURAL residents of BEIJING FRUIT consumptION Influencing factor consumptION behavior
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Change Trend of Chinese Urban Residents' Food-nitrogen Consumption 被引量:2
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作者 王俊能 许振成 彭晓春 《Agricultural Science & Technology》 CAS 2010年第4期176-179,共4页
Change trend of Chinese urban residents' per capita food-nitrogen annual consumption from 1981 to 2007 was analyzed and predicted by using ARIMA time-series model in order to reveal the change of urban food-nitrogen ... Change trend of Chinese urban residents' per capita food-nitrogen annual consumption from 1981 to 2007 was analyzed and predicted by using ARIMA time-series model in order to reveal the change of urban food-nitrogen consumption during the China's urbanization process.Results showed that after 1980s,the annual consumption of Chinese urban residents' food-nitrogen had a change trend of " increase-decrease-increase" and generally presented as a slight increasing trend;With the acceleration of rapid economic development and urbanization process,Chinese urban residents' food-nitrogen consumption will still keep a rising trend in future,and also has a large rising space. 展开更多
关键词 Food consumption NITROGEN Spearman's rank correlation coefficient ARIMA model Urban residents China
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The Empirical Analysis on the Dynamic Effect of Rural-urban Migration on the Consumption Growth of Residents in China——Based on Varying Parameter State-space Model 被引量:1
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作者 邹小芳 《Agricultural Science & Technology》 CAS 2016年第2期471-475,共5页
The research constructed varying parameter state-space model and per- formed estimation on dynamic relationship between urban-rural migration and aggre- gate consumption expenditure on basis of dual economic structure... The research constructed varying parameter state-space model and per- formed estimation on dynamic relationship between urban-rural migration and aggre- gate consumption expenditure on basis of dual economic structure. The results showed that urban consumption growth made the most contribution to aggregate consumption growth, followed by urban-rural migration caused consumption. The role of rural consumption growth kept stable, but consumption caused by population growth was decreasing. Therefore, China consumption growth mainly relies on urban consumption expenditure and urban-rural migration. 展开更多
关键词 Rural-urban migration Household consumption expenditure URBANIZATION State-space Model
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Research on Consumption Structure of Rural Residents in Gansu Province Based on ELES Model 被引量:4
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作者 LI Ting-ting,SHI Chang-liang,ZHANG An-liang Beijing Forestry University,Beijing 100045,China 《Asian Agricultural Research》 2011年第9期34-37,共4页
By using cross-section data on consumption structure of rural residents in Gansu Province in 2007 and 2008,this paper adopts ELES model to conduct empirical analysis on consumption structure of rural residents in Gans... By using cross-section data on consumption structure of rural residents in Gansu Province in 2007 and 2008,this paper adopts ELES model to conduct empirical analysis on consumption structure of rural residents in Gansu Province.It indicates that in the current consumption structure of rural residents in Gansu Province,food expenditure is still at the most important and basic level;the overall consumption level of rural residents in Gansu Province is not high;at present,the consumption of rural residents in Gansu Province still hinges in a large measure on income,vulnerable to the price fluctuation.Consequently,increasing farmers' income and stabilizing the level of commodity price,turns out to be a foundation as well as an important approach to improve consumption structure of rural residents in Gansu Province. 展开更多
关键词 ELES MODEL consumptION STRUCTURE RURAL residents G
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Comprehensive Evaluation on Consumption Structure of Rural Residents with Principal Component Analysis in China 被引量:3
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作者 GUAN Lin,LI Chun-lan,ZHANG Bo School of Science,Hebei Agricultural University,Baoding 071000,China 《Asian Agricultural Research》 2011年第3期96-97,100,共3页
In order to make analysis on consumption structure of rural residents,the paper makes a principle component analysis on consumption expenditure per capita of rural residents in different areas of 2009 based on statist... In order to make analysis on consumption structure of rural residents,the paper makes a principle component analysis on consumption expenditure per capita of rural residents in different areas of 2009 based on statistics of China statistical yearbook of 2010.Selecting a principal component,the paper arranges 31 provinces in China in order.Shanghai lists the 1st place with highest marks;coastal provinces in southeastern part,the Northeast,Beijing and Tianjin are at the top;the northern and central parts with Hebei,Shanxi,Hubei as representatives scores minus which is a little lower than that of average;the western part,such as Guizhou,Xizang,Gansu and so on are in far behind.The paper also makes analysis on the consumption structure of rural residents and proposes suggestions on how to accelerate consumption of rural residents. 展开更多
关键词 RURAL residents consumptION Principal COMPONENT AN
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Empirical Analysis of Binary Logistic Model for the Influencing Factors of the Chinese Urban and Rural Residents' Woolen Products Consumption—Based on Questionnaires of 513 Urban and Rural Residents in 16 Provinces 被引量:1
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作者 张莹 肖海峰 王贝贝 《Journal of Donghua University(English Edition)》 EI CAS 2015年第4期695-699,共5页
Consumption of woolen products is the last link of wool industry chain,and it concerns whether the value of woolen products can be realized smoothly. Based on 513 questionnaires, it uses descriptive statistical analys... Consumption of woolen products is the last link of wool industry chain,and it concerns whether the value of woolen products can be realized smoothly. Based on 513 questionnaires, it uses descriptive statistical analysis and binary logistic model to analyze the consumption and influencing factors of woolen products. The results indicated that residents in the middle region were more inclined to purchase woolen sweater compared to the residents in the east region. Urban residents were more inclined to purchase woolen sweater compared to the rural residents. Personal income,satisfaction degree of quality, and style have significant positive impact on whether residents purchase woolen sweater, and purchasing quantity of cotton sweater has significant negative impact on whether residents purchase woolen sweater. 展开更多
关键词 urban and rural residents woolen products consumptION influencing factors
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The Characteristics,Structure and Trend of the Chinese Urban and Rural Residents' Clothing Consumption 被引量:1
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作者 Ying ZHANG Haifeng XIAO 《Asian Agricultural Research》 2014年第10期34-38,47,共6页
As one of the necessities of life,clothing is on the important position in the daily life of urban and rural residents. Firstly,the paper carries out the descriptive statistical analysis about clothing consumption exp... As one of the necessities of life,clothing is on the important position in the daily life of urban and rural residents. Firstly,the paper carries out the descriptive statistical analysis about clothing consumption expenditures of urban and rural residents; secondly,based on questionnaires of 543 urban and rural residents in 16 provinces,this paper analyses structure and trend of urban and rural residents' clothing consumption. The results show that per capita clothing consumption expenditure of urban and rural residents present growth on the whole,but the gap between the two is gradually expanding; clothing consumption expenditure have differences in different regions; the differences of different income levels are also obvious; urban and rural residents' clothing consumption structure tends to be more diversified,cotton goods and chemical fiber goods is the main variety of clothing consumption,including down feather,cotton and chemical fiber is the main variety of coat,and cotton,chemical fiber and wool is the main variety of suit and knitwear; cotton goods,down goods and woolen goods will be the fiber goods that urban and rural residents buy more in the future; clothing consumption demand will pursue for band,comfort and personality; female residents will still be the main force of clothing consumption. Finally,the paper puts forward some recommendations on the basis of analysis results. 展开更多
关键词 URBAN and RURAL residents CLOTHING consumptION Cha
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Urban Residents' Consumption Risk Perception about the Dairy Products 被引量:1
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作者 Xiaoxia DONG Zhemin LI +1 位作者 Shiwei XU Chao ZHANG 《Asian Agricultural Research》 2016年第1期61-66,共6页
Based on the continuous downturn puzzle of Chinese dairy consumption,with the perception of consumption risk as a starting point,the paper deeply analyzes the main factors which cause the downturn of dairy product con... Based on the continuous downturn puzzle of Chinese dairy consumption,with the perception of consumption risk as a starting point,the paper deeply analyzes the main factors which cause the downturn of dairy product consumption of Chinese residents. The results show that the income elasticity of dairy consumption of Chinese urban residents is still notable; the occurrence of dairy safety incidents improves the perception of consumption risk,and accordingly it reduces the promoting role of income to the dairy consumption; the safety incident is the key factor which leads to the fall of dairy consumption of urban residents in recent years,and the perception of consumption risk of lower income group is clearly higher than that of higher income group. 展开更多
关键词 URBAN residents RISK PERCEPTION DAIRY consumptION Safety Incidents
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Difference of Urban-rural Residents' Income and Consumption in Chongqing City from 2000 to 2009 被引量:3
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作者 ZHU Yun1,JIN Di2 1.Chongqing Education College,Chongqing 400044,China 2.School of Trade and Administration,Chongqing University,Chongqing 400044,China 《Asian Agricultural Research》 2011年第5期59-63,共5页
By selecting the relevant indices of data concerning the income and consumption of urban residents and rural residents in Chongqing City from 2000 to 2009,we adopt empirical analysis method and comparative analysis me... By selecting the relevant indices of data concerning the income and consumption of urban residents and rural residents in Chongqing City from 2000 to 2009,we adopt empirical analysis method and comparative analysis method to conduct comparative analysis from overall level,consumption structure and regional difference.The results show that income level is the most direct and fundamental factor impacting urban-rural residents' consumption,and eventually determines the consumption level and consumption structure of urban-rural residents;the consumption structure of urban-rural residents in Chongqing City takes on prominent dual structure,with conspicuous gap between urban areas and rural areas;the level of income and consumption of urban-rural residents in Chongqing City is lower than the national average,especially for the rural residents;the gap of income per capita and consumption per capita of rural residents in " One-hour Economic Circle" and "Two Wings" of Chongqing City is prominent.Corresponding policy suggestions are put forward as follows:improve financial transfer payment system;quicken the pace of urbanization;coordinate urban-rural industrial development;guide farmers to establish correct consumption idea. 展开更多
关键词 INCOME consumptION MARGINAL PROPENSITY to consume
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Empirical Study on Effects of Different Types of Urbanization on Consumption Structure of Rural Residents in China 被引量:1
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作者 Jie HUANG 《Asian Agricultural Research》 2017年第6期30-34,共5页
In the process of urbanization,there are problems of decline in rural population,shrinkage of rural area,and constant increase in the per-capita net income of rural residents. These problems have brought about new cha... In the process of urbanization,there are problems of decline in rural population,shrinkage of rural area,and constant increase in the per-capita net income of rural residents. These problems have brought about new characteristics and changes to the consumption structure of rural residents. This paper divided the urbanization into population urbanization,industrial urbanization and land urbanization. Using the panel data of 31 provinces in 2004-2013,it established the dynamic panel model and analyzed the effects of different types of urbanization on the consumption structure of rural residents. Results indicated that population urbanization exerts a negative effect on development-oriented consumption expenditure of rural residents,while it exerts a positive effect on enjoyment consumption expenditure; the industrial urbanization exerts a negative effect on the consumption expenditure of rural residents,while it exerts a positive effect on clothing and transportation communication consumption of rural residents; land urbanization exerts a negative effect on medical care expenditure in enjoyment consumption of rural residents. In view of these problems,it came up with recommendations,including stimulating the development of rural consumer market,liberating the consumption potentiality of rural areas,making clear emphasis points of different types of urbanization,avoiding promoting the urbanization in a blind manner,and adjusting the development of different types of urbanization on the basis of the consumption demands of rural residents. 展开更多
关键词 Rural residents consumption structure Population urbanization Land urbanization Industrial urbanization
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Empirical Analysis on the Relations between Rural Residents' Consumption and Economic Growth——A Case of Liaoning Province 被引量:1
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作者 WEI Ya-nan LI Fei WEI Wen-hui 《Asian Agricultural Research》 2011年第6期80-83,共4页
Liaoning is a granary province with a large agricultural population and great market potential. Expanding rural residents' consumption becomes a necessity for enlarging domestic demand, solving three agriculture p... Liaoning is a granary province with a large agricultural population and great market potential. Expanding rural residents' consumption becomes a necessity for enlarging domestic demand, solving three agriculture problems and promoting sustainable and rapid economic development. The research shows that since invigorating old industrial base in Liaoning, the contribution rate of rural residents' consumption to economic motivation is low and unstable, which has become one of the choke points for the development of economy. By using the grey correlation method, the influences of rural residents' consumption in different periods to GDP per capita are analyzed, the results show that the consumption level of rural residents were increasing, but their contribution rate on economic growth showed the descending tend. The residential expenses stay in the major position of consumption expenses; the education and entertainment products and service consumption play an important role; the growth of transportation and telecommunication is slow; the expenses on medical care are low and its contribution rate on economic growth is relatively weak. The countermeasures on developing rural economy, increasing rural residents' income, improving rural consumption environment, accelerating rural infrastructure construction, constructing and perfecting rural social security system and expanding rural consumption credit market are put forward to expand rural residents' consumption demand and realize the sustainable development of economy. 展开更多
关键词 Rural residentsconsumption Economic growth Grey relational degree China
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Research on Dairy Consumption of Rural Residents in Yanqing District of Beijing 被引量:1
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作者 Huidong GAO Rao CHEN +1 位作者 Weimin YANG Shilong ZHANG 《Asian Agricultural Research》 2020年第11期7-8,15,共3页
Taking the rural residents in Yanqing District of Beijing as the research object,through field investigations and interviews,it is found that the main characteristics,income and expenditure level,preference and cognit... Taking the rural residents in Yanqing District of Beijing as the research object,through field investigations and interviews,it is found that the main characteristics,income and expenditure level,preference and cognitive level of rural residents are the factors that affect the dairy consumption behavior of rural residents.Using the bivariate regression model for empirical analysis,it is concluded that rural residents'occupation,monthly average income,purchase expenditure and attitude towards dairy safety have a significant impact on rural residents'dairy consumption behavior,and then relevant constructive suggestions are put forward to guide rural residents'balanced consumption. 展开更多
关键词 Rural residents Dairy consumption consumption behavior Influencing factors
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Ophthalmic exam and ophthalmology residents’ subspecialty preference
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作者 Ari Leshno Daf Shalev Daphna Landau Prat 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2024年第2期359-364,共6页
AIM:To evaluate residents’perceptions and attitudes toward the various aspects of a comprehensive ophthalmic examination,and to determine if these factors correlate with their choices for fellowship and future career... AIM:To evaluate residents’perceptions and attitudes toward the various aspects of a comprehensive ophthalmic examination,and to determine if these factors correlate with their choices for fellowship and future career plans.METHODS:This is a cross-sectional study.A questionnaire on the perception of the ophthalmic exam was sent via SurveyMonkey to ophthalmology residents throughout Israel.Eighty of them(one-half of all ophthalmology residents in 2019)completed it.The first part related to how they perceived each component of the ophthalmic evaluation.The second part related to their future fellowship plans.The Chi-squared test was used to compare categorical variables and Student’s t-test and One-way ANOVA were used to compare continuous variables.Multivariate logistic regression analysis was applied as needed to detect interactions between variables and to exclude confounder effects.RESULTS:Slit-lamp examination of the anterior and posterior segments ranked as the most likeable aspects,whereas gonioscopy,ocular motility examination and visual acuity assessment were least likeable.Anterior segment and retina subspecialties were the ones most sought after.Forty-nine respondents(61.3%)noted a direct correlation between their preferred parts of comprehensive ophthalmic evaluations and their choice of subspecialty.Perceptions of selected components of those evaluations were significantly associated with responders’intentions to pursue anterior segment,retina,or oculoplastic fellowships(P<0.05).CONCLUSION:Perspectives of residents toward the ophthalmic examination,and most specifically its individual components,play an important role in their choice of subspecialty training. 展开更多
关键词 residENCY SUBSPECIALTY ophthalmic examination career choice OPHTHALMOLOGY
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Comparison among the Consumption Structures of Different Income Groups of Urban Residents in Guangxi Based on ELES Model 被引量:2
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作者 HAN Zhi-cheng LI Xiao-xiang LI Zhi-xian 《Asian Agricultural Research》 2011年第1期34-36,76,共4页
According to the household consumption data of urban residents in Guangxi Statistical Yearbook in the year 2009, the ELES (Extended Linear Expenditure System) is used to analyze the consumption structure, the propensi... According to the household consumption data of urban residents in Guangxi Statistical Yearbook in the year 2009, the ELES (Extended Linear Expenditure System) is used to analyze the consumption structure, the propensity to consume, and the consumer flexibility of urban residents in Guangxi Zhuang Autonomous Region of China in the year 2008. Result shows that urban residents in Guangxi has relatively low propensity to consume. And their consumption, especially the middle and low-income families, is mostly concentrated in food, cloth, lodging and other basic necessities of life, which account for more than a half of their income. Based on this, corresponding suggestions are put forward to enlarge the consumption demand of urban residents in Guangxi, such as increasing the regulation of income redistribution, minimizing the gap between the rich and the poor, enhancing the overall consumption level, cultivating the consumption hot spots for the urban residents, and actively guiding the enjoyable consumption. 展开更多
关键词 consumption structure ELES Model propensity to consume FLEXIBILITY China
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The Impact of the Income Gap in Rural China on Residents' Consumption Based on Theil Index 被引量:1
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作者 Xinxin DAI Lingzhi LIU 《Asian Agricultural Research》 2014年第5期60-63,共4页
This paper measures the Chinese regional income distribution gap based on the Theil index with data of 31 provinces in China from 1998 to 2011. The results showed that overall the income gap between China's rural ... This paper measures the Chinese regional income distribution gap based on the Theil index with data of 31 provinces in China from 1998 to 2011. The results showed that overall the income gap between China's rural areas was on the rise from 1998 to 2006,and the income gap was mainly caused by the gap between the East China,Central China and West China. After 2006,it showed a slow decline. The dynamic panel data model established for consumer demand,spending habits,income,regional income disparities showed that income and regional income disparities significantly influence consumer demand of rural residents. Before 2006 regional income gap inhibited the consumption of rural residents,but it promoted consumption after 2006. 展开更多
关键词 THEIL index Regional INCOME gap RURAL residents Co
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Video Feedback Improves Anesthesia Residents'Communication Skill and Performance on Showing Empathy During Preoperative Interviews
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作者 Di Xia Ya-Hong Gong +4 位作者 Xia Ruan Li Xu Li-Jian Pei Xu Li Rui-Ying Wang 《Chinese Medical Sciences Journal》 CAS CSCD 2024年第4期282-287,共6页
Objective To determine the impact of scenario-based lecture and personalized video feedback on anesthesia residents'communication skills during preoperative visits.Methods A total of 24 anesthesia residents were r... Objective To determine the impact of scenario-based lecture and personalized video feedback on anesthesia residents'communication skills during preoperative visits.Methods A total of 24 anesthesia residents were randomly divided into a video group and a control group.Residents in both groups took part in a simulated interview and received a scenario-based lecture on how to communicate with patients during preoperative visits.Afterwards,residents in the video group received personalized video feedback recorded during the simulated interview.One week later all the residents undertook another simulated interview.The communication skills of all the residents were assessed using the Consultation and Relational Empathy measure(CARE)scale by two examiners and one standardized patient(SP),both of whom were blinded to the group allocation.Results CARE scores were comparable between the two groups before training,and significantly improved after training in both groups(all P<0.05).The video group showed significantly greater increase in CARE score after the training than the control group,especially assessed by the SP(t=6.980,P<0.001).There were significant correlations between the examiner-assessed scores and SP-assessed scores(both P=0.001).Conclusion Scenario-based lectures with simulated interviews provide a good method for training communication skills of anesthesia residents,and personalized video feedback can enhance their performance on showing empathy during preoperative interview. 展开更多
关键词 video feedback preoperative interview communication skill simulated interview resident training ANESTHESIOLOGY
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Calculation and decomposition of regional household energy consumption in China:based on perspectives of urbanization and residents' consumption 被引量:2
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作者 Wen Guo Tianyan Zhao Hongjun Dai 《Chinese Journal of Population,Resources and Environment》 2017年第2期132-141,共10页
Demographic urbanization caused great changes in scale of residents' consumption and residents' lifestyle and then impacted changes of regional household energy consumption. This paper expanded Logarithmic Mea... Demographic urbanization caused great changes in scale of residents' consumption and residents' lifestyle and then impacted changes of regional household energy consumption. This paper expanded Logarithmic Mean Decomposition Index method through introducing variables of urbanization and residential consumption into the model. It also analyzed the influences of six factors as energy structure, energy intensity, population scale, urbanization, residential consumption, and consumption inhibit on regional household energy consumption. Results showed that in 2003-2012, impact of urbanization on regional household energy consumption of Chinese three areas was significantly higher than population size. The "population gathered in eastern region" phenomenon caused eastern region getting the largest population scale effect. Driving force of residential consumption on regional household energy consumption was much higher than the other five effects. Due to the comparative advantage of residential consumption compared with government consumption, investment, and net export, the decrease of consumption ratio promoted the growth of regional household energy consumption. Energy intensity in Chinese three regions kept reducing in 2003-2012. The progress of energy utilization technology slowed the growth of regional household energy consumption, and energy intensity effect was most significant in the central region. 展开更多
关键词 Urbanization residential consumption household energy consumption
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The Impact of the Digital Economy on Rural Residents’Working Hours:Mechanisms and Empirical Evidence
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作者 Peng Su Li Jing Wang Jue 《Contemporary Social Sciences》 2024年第2期34-51,共18页
The rapid development of the digital economy has provided a new impetus for rural residents to extend their working hours.Based on the data collected by the China Labor-force Dynamics Survey(CLDS)in 2014,2016,and 2018... The rapid development of the digital economy has provided a new impetus for rural residents to extend their working hours.Based on the data collected by the China Labor-force Dynamics Survey(CLDS)in 2014,2016,and 2018,this paper measured the development level of the digital economy in China from the perspectives of internet development and digital financial inclusion,and tested the mechanisms of how the digital economy affected rural residents’working hours.The results showed that the digital economy extended rural residents’working hours by expanding information channels and enhancing human capital,and this mechanism was affected by heterogeneity in rural residents’educational background,age,and social capital.Building on these findings,this paper holds that to increase rural residents’income by extending their working hours and achieving common prosperity for all,it is necessary to expand the opportunities for rural residents to participate in skills training and promote their accumulation of human capital. 展开更多
关键词 digital economy rural residents’working hours information channels human capital
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Assessment of Online Transgender Healthcare Teaching Modules for Internal Medicine Residents and Fellows
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作者 Elizabeth M. Lamos Rana Malek 《Open Journal of Internal Medicine》 2024年第2期259-268,共10页
Background: Transgender healthcare is not a formal learning requirement in Internal Medicine residency or fellowship. The National LGBTQ Task Force appealed to urgently train clinicians on the effective care of transg... Background: Transgender healthcare is not a formal learning requirement in Internal Medicine residency or fellowship. The National LGBTQ Task Force appealed to urgently train clinicians on the effective care of transgender patients. Few studies address the successful implementation of transgender healthcare teaching and education in graduate medical education. Purpose: The purpose was to design an online asynchronous curriculum to address the need for improved transgender healthcare education in graduate medical education and assess change in knowledge and comfort in transgender healthcare for residents and fellow learners. Methods: A 6-module curriculum was developed using established guidelines and ACGME competencies as a framework for content. To assess curriculum effectiveness, participants received anonymous pre- and post-curriculum surveys which included a multiple-choice knowledge assessment, Likert scale comfort questions focusing on healthcare skills, and open-ended feedback questions. Results: Twenty-six internal medicine residents and fellows participated in the curriculum (2022-2023). There was a 69% post-survey response rate. Participants improved their gender-affirming knowledge after completing the curriculum (p Conclusion: This online curriculum was successful in increasing knowledge and comfort in transgender care for IM residents and fellows. It provides a promising framework to address this gap in curricular content. 展开更多
关键词 EDUCATION Fellow residENT TRANSGENDER
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Prediction of Rural Residents’ Consumption Expenditure Based on Lasso and Adaptive Lasso Methods 被引量:1
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作者 Xiaoting Tao Haomin Zhang 《Open Journal of Statistics》 2016年第6期1166-1173,共8页
When the variable of model is large, the Lasso method and the Adaptive Lasso method can effectively select variables. This paper prediction the rural residents’ consumption expenditure in China, based on respectively... When the variable of model is large, the Lasso method and the Adaptive Lasso method can effectively select variables. This paper prediction the rural residents’ consumption expenditure in China, based on respectively using the Lasso method and the Adaptive Lasso method. The results showed that both can effectively and accurately choose the appropriate variable, but the Adaptive Lasso method is better than the Lasso method in prediction accuracy and prediction error. It shows that in variable selection and parameter estimation, Adaptive Lasso method is better than the Lasso method. 展开更多
关键词 Lasso Method Adaptive Lasso Method consumptION PREDICTION
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