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Hog Production in China:Technological Bias and Factor Demand 被引量:3
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作者 MA Heng-yun HU Qing-lin +4 位作者 LI Wen Allan Rae GUO Shan-min TANG Hua-cang REN Xiao-jing 《Agricultural Sciences in China》 CAS CSCD 2011年第3期468-479,共12页
Technological change and factor biases are estimated by employing a translog cost function based on a new adjusted dataset for China’s hog production sector. Technological change is found not to have been neutral and... Technological change and factor biases are estimated by employing a translog cost function based on a new adjusted dataset for China’s hog production sector. Technological change is found not to have been neutral and the factor bias to be statistically significant towards feed grain-saving technology. It is also found that the demand for feed grain is elastic with respect to its own price and that strong substitution relationships exist with respect to some other inputs. Thus, along with technological biases, the changes in input price could affect hog farmer input behaviors and therefore change factor shares of hog production cost in China. In other words, demand for feed grain is very elastic, which results in feed grain-saving technological bias. Two major policy implications can be drawn that rising feed grain prices could significantly reduce the feed grain input on hog farms and developing specialized hog farms could provide more employment opportunities for rural labor in China because feed grain and labor are complementary. 展开更多
关键词 China hog farms technical change factor demand feed grain
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Analysis of the Influence Factors of Grain Supply-Demand Gap in China 被引量:2
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作者 Bingjun Li Weiming Yang 《Agricultural Sciences》 2018年第7期901-909,共9页
Based on the analysis of the grain supply and demand gap’s current situation in China, this paper establishes an indicator system for the influence factors of grain supply and demand gap. Then this paper calculates t... Based on the analysis of the grain supply and demand gap’s current situation in China, this paper establishes an indicator system for the influence factors of grain supply and demand gap. Then this paper calculates the correlation degree between the main grain varieties’ supply and demand gap and its influence factors. The results show that sown area and unit yield have the greatest impact on wheat supply and demand gap;per capita disposable income and unit yield have the greatest impact on corn supply and demand gap;per capita disposable income and agricultural mechanization level have the greatest impact on the supply and demand gap of soybean and rice. From the analysis results, we can obtain the difference between the factors affecting the grain supply and demand gap, and provide a certain theoretical basis and new ideas for the balance of grain supply and demand in China. 展开更多
关键词 ENTROPY Method GREY Correlation ANALYSIS demand and Supply GAP Influence factorS
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Factors Affecting Electricity Demand in Jordan
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作者 Mohammad Awad Momani 《Energy and Power Engineering》 2013年第1期50-58,共9页
1) The paper examines the relationship between electricity demand and climate/non-climate related factors using statistical regression analysis. 2) It focuses on the environmental, demographic, policy (energy pricing)... 1) The paper examines the relationship between electricity demand and climate/non-climate related factors using statistical regression analysis. 2) It focuses on the environmental, demographic, policy (energy pricing) and technological factors as the main factors affecting the consumption pattern in Jordan. 3) The paper also presents the variations occurred in the electricity demand over the period 1994-2008. The variations that are observed during the period of study are: Shifting of the peak load occurrence from evening to morning period, Modification in the annual daily load curve especially in winter season, Variation in relationship between space temperature and demand especially in winter, and dramatic increase in electric generation after year 2003. The shift in peak load from evening to morning period is mainly due to technological factor as a result of wide use of the air conditions in houses, services and government offices for cooling in summer instead of ordinary air fans. The variations in consumption pattern between 2000 and 2007 are mainly associated with economic, social and demographic factors. The high demand at lower space temperature is governed by introducing new appliances for heating in winter as a result of low electricity pricing comparing with gasoline price. The dramatic increase in electric generation after 2003 is probably due to demographic factors as a result of high growth of population after the Gulf war II. 4) The correlation between the daily maximum loads in morning and evening periods with the differential temperature (ΔT) above 20?C threshold in summer and below 15?C threshold in winter, shows pronounced changes in 2007 compared with year 2000. The regression tests show that a decrease of 1?C below 15?C threshold in winter 1) increases the morning demand by only 2 MW/?C in 2000 and 16.7 MW/?C in 2007, 2) decreases the evening peak by ?2.6 MW/1?C in 2000 and increases the evening peak by 22.9 MW/1?C in 2007. Results show that the demographic, technological, environmental and national energy pricing factors play a vital rule in consumption pattern in Jordan. Moreover, the paper reveals that planners and decision makers should be careful when applying new tariff in the developing countries such as Jordan. 展开更多
关键词 ELECTRICITY demand DEMOGRAPHIC factor TARIFF AMBIENT Temperature JORDAN
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Empirical Study on the Influencing Factors of Rural Households' Credit and Loan Demand——Investigation Based on Jianhu County, Jiangsu Province
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作者 LIU Hua, JI Li School of Economics and Management, Nanjing Agricultural University, Nanjing 210095, China 《Asian Agricultural Research》 2010年第12期70-74,共5页
By using the relevant data from 273 valid questionnaires of rural households in Jianhu County, Jiangsu Province, this study emphasizes on the factors of rural households' credit and loan demand by Probit model. Th... By using the relevant data from 273 valid questionnaires of rural households in Jianhu County, Jiangsu Province, this study emphasizes on the factors of rural households' credit and loan demand by Probit model. The results show that the factors that influencing the credit demand of rural households include the features of the rural households, the economic activities of rural households and so on. Among the factors, the operation expenditure of rural households, the education degree of the household head and the understanding degree of the rural credit policies have great impact on the rural households' credit and loan demand. In the end, the suggestions on the basis of the research are put forward: developing diversified economy; improving rural households' income; increasing the reserve of rural labor resources and enhancing farmers' quality; strengthening the promotion of rural credit cooperative and perfecting the service quality of rural credit cooperative. 展开更多
关键词 RURAL households CREDIT and LOAN demand Influencin
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Study on learning intention and influencing factors of rural demand - oriented junior medical students in Yunnan province 被引量:2
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作者 李伟明 舒群琴 +4 位作者 陈文富 袁丹 黄巧云 武鸿翔 自蓉 《卫生软科学》 2018年第5期70-73,共4页
[目的] 探讨农村订单定向专科医学生的学习意愿及影响因素,为改善该群体的学习意愿提供依据. [方法]采取分层整群抽样方法抽取就读于云南省3所高职( 专) 医学院校的413名农村订单定向专科医学生 为调查对象,采用调查问卷进行现场调查... [目的] 探讨农村订单定向专科医学生的学习意愿及影响因素,为改善该群体的学习意愿提供依据. [方法]采取分层整群抽样方法抽取就读于云南省3所高职( 专) 医学院校的413名农村订单定向专科医学生 为调查对象,采用调查问卷进行现场调查,调查内容包括基本情况、学习意愿、学习动力、报考原因等. [结果] 52. 96%的农村订单定向专科医学生学习意愿弱;学习动力来源主要是适应以后工作、获取知识技能、 报答父母辛勤付出;二分类Logistic回归结果显示,农村订单定向专科医学的学习意愿受到多种因素影响. [结论]农村订单定向专科医学生的学习意愿不强,需通过营造学习氛围、严格教学管理、专业思想教育、完 善招考政策进行引导和改善. 展开更多
关键词 农村订单定向医学生 专科 学习意愿 影响因素
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Effect of structural characteristics distribution on strength demand and ductility reduction factor of MDOF systems considering soil-structure interaction
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作者 Behnoud Ganjavi 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第2期205-220,共16页
It is known that structural stiffness and strength distributions have an important role in the seismic response of buildings. The effect of using different code-specified lateral load patterns on the seismic performan... It is known that structural stiffness and strength distributions have an important role in the seismic response of buildings. The effect of using different code-specified lateral load patterns on the seismic performance of fixed-base buildings has been investigated by researchers during the past two decades. However, no investigation has yet been carried out for the case of soil-structure systems. In the present study, through intensive parametric analyses of 21,600 linear and nonlinear MDOF systems and considering five different shear strength and stiffness distribution patterns, including three code-specified patterns as well as uniform and concentric patterns subjected to a group of earthquakes recorded on alluvium and soft soils, the effect of structural characteristics distribution on the strength demand and ductility reduction factor of MDOF fixed-base and soil-structure systems are parametrically investigated. The results of this study show that depending on the level of inelasticity, soil flexibility and number of degrees-of-freedoms (DOFs), structural characteristics distribution can significantly affect the strength demand and ductility reduction factor of MDOF systems. It is also found that at high levels of inelasticity, the ductility reduction factor of low-rise MDOF soil-structure systems could be significantly less than that of fixed-base structures and the reduction is less pronounced as the number of stories increases. 展开更多
关键词 soil-structure interaction MDOF systems structural characteristic distribution inelastic behavior strength demand ductility reduction factor
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Education Demand of New Generation Minority Migrant Workers in Kunming City and Survey of its Influence Factors
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作者 WANG Ning Kunming University,Kunming 650214,China 《Asian Agricultural Research》 2011年第11期70-74,共5页
Based on the questionnaire survey for 431 new generation minority migrant workers in Kunming City,we carried out empirical research on education demands of these migrant workers and its influence factors.Survey result... Based on the questionnaire survey for 431 new generation minority migrant workers in Kunming City,we carried out empirical research on education demands of these migrant workers and its influence factors.Survey results show that their education demands have significant features in learning purposes,contents,expenses,willingness,and manners,which are subject to subjective mentality,economic income,social relation network,as well as shortage in social supply of education and training.Therefore,apart from solving training problem of new generation minority migrant workers,government should also highly value their demands of training and arouse their enthusiasm for participation in training in accordance with cultural and psychological characteristics and living environment of these migrant workers. 展开更多
关键词 Kunming CITY MINORITIES New generation MIGRANT WOR
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Influence factors of international gold futures price volatility 被引量:9
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作者 Hao WANG Hu SHENG Hong-wei ZHANG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2019年第11期2447-2454,共8页
Based on the commodity property and finance property of gold in the international gold futures market,the influence factors of international gold futures price volatility are analyzed from the perspectives of supply a... Based on the commodity property and finance property of gold in the international gold futures market,the influence factors of international gold futures price volatility are analyzed from the perspectives of supply and demand factors,financial factors and speculation factors.The structural vector autoregression(SVAR)model is applied to investigating the direction and strength of the effects of influence factors on the international gold futures prices and the variance decomposition approach(VDA)is used to compare the contributions of these factors.The results show that the supply and demand factors still play a fundamental role in the international gold futures price volatility and the role of“China’s gold demand”is exaggerated.The financial factors and speculation factors have significant impacts on the international gold futures price volatility,which reflects that the financial property of gold becomes increasingly important.Governments and investors should pay close attention to the financial property of gold futures. 展开更多
关键词 gold futures supply and demand factors financial factors SPECULATION structural vector autoregression(SVAR)model
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公立三甲医院医师继续医学教育现状及存在问题与对策 被引量:1
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作者 农永英 陈文成 +4 位作者 黄华东 邓军 龙珊莲 游金勇 黄一丹 《中国当代医药》 CAS 2024年第7期155-159,167,共6页
目的了解公立三甲医院医师继续医学教育的现状,探讨存在的问题以及对策,为后续制定针对性的继续教育项目,提升继续教育质量提供科学依据。方法选取百色市右江区三所公立三甲医院的220名医师作为研究对象,对其进行问卷调查,采集一般人口... 目的了解公立三甲医院医师继续医学教育的现状,探讨存在的问题以及对策,为后续制定针对性的继续教育项目,提升继续教育质量提供科学依据。方法选取百色市右江区三所公立三甲医院的220名医师作为研究对象,对其进行问卷调查,采集一般人口学资料、对开展继续教育的内容和形式需求,并分析影响参加继续教育的相关因素。此外,选取15人进行半结构式访谈,了解目前公立三甲医院医师继续医学教育存在的主要问题。结果共发出问卷220份,有效问卷208份,有效回收率94.5%。单因素分析结果显示,年龄、性别、职称和学历与公立三甲医院医师对继续教育必要性认知有关(P<0.05)。多因素logistic回归分析结果显示,年龄30~<40岁(β=1.704,P=0.033,OR=2.927,95%CI=1.092~7.845)、中级职称(β=1.211,P=0.029,OR=3.357,95%CI=1.133~9.943)以及单位认为继续教育必要的态度(β=1.369,P<0.001,OR=3.931,95%CI=2.390~6.468)是影响三甲医院医师参加继续教育的独立影响因素。公立三甲医院医师在继续教育的内容、形式、时长和费用分担上有一定的倾向。既往参加过继续教育的116名研究对象满意度仅为61.2%。研究对象认为目前继续教育存在的主要问题集中在科室支持力度不够、继续教育的内容和形式个性化不足、工作太忙没有时间、精力参与继续教育。结论公立三甲医院医师继续教育必要性的认知还有加强,医院以及科室也要积极主动地为其提供继续教育的条件和机会。此外,继续教育的管理部门应根据参与继续教育的学员特点,提供个性化、满足其需求的培训方案,优化全区的继续教育体系,更好地促进公立三甲医院医师继续教育的质量提升。 展开更多
关键词 继续教育 公立医院 临床医师 影响因素 需求
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Effect of Population Factors on China's Housing Market
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作者 Li Zhang Yonghui Wang 《Chinese Business Review》 2004年第6期74-78,共5页
The population factors have an important influence on the housing market. Based on forecasting the change of population quantity, family size, age composition, and population migration, this paper estimates and analyz... The population factors have an important influence on the housing market. Based on forecasting the change of population quantity, family size, age composition, and population migration, this paper estimates and analyzes the future demand for residence in China and its purpose is to provide a guide for the residential construction by the supply-demand rule. 展开更多
关键词 population factors residence demand housing market
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The determinants of the demand for public education in China
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作者 张晶慧 《改革与开放》 2011年第1X期181-182,共2页
我国关于公共产品的研究集中在供给方面,对公共产品需求的研究还相对较少。本文作者从需求角度,通过可行的计量分析,利用横截面数据,研究了人均教育支出与相关因素之间的关系。
关键词 公共教育 需求 影响因素
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考虑超碳需求响应的综合能源系统低碳优化调度 被引量:2
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作者 崔杨 姜帅 +4 位作者 赵钰婷 徐扬 张节潭 王茂春 王铮 《电网技术》 EI CSCD 北大核心 2024年第5期1863-1872,I0015,I0012-I0014,共14页
西北地区新能源发展迅速,充分利用当地独有的光热资源优势,同时结合火电低碳化改造与新能源协同运行,有利于推动当地能源系统绿色低碳转型。为尽最大限度地提升系统的减碳能力,提出一种基于源荷协同降碳的超碳需求响应模型,将动态碳排... 西北地区新能源发展迅速,充分利用当地独有的光热资源优势,同时结合火电低碳化改造与新能源协同运行,有利于推动当地能源系统绿色低碳转型。为尽最大限度地提升系统的减碳能力,提出一种基于源荷协同降碳的超碳需求响应模型,将动态碳排放因子作为分时电价的惩罚因子,从而将源侧碳信号传递至荷侧,驱使用户侧进行低碳性状态转移。首先,在日前调度阶段,构建预调度-再调度两阶段调度运行机制,再调度根据预调度的系统状态信息进行超碳需求响应,来深度降低系统碳排量。其次,将光热电站引入综合能源系统,与风电场、碳捕集电厂协同运行,从而构建高比例新能源场景,来验证超碳需求响应在此场景下的减碳效益。最后,建立了基于超碳需求响应的预调度-再调度两阶段低碳调度模型。经算例仿真分析表明,所提源荷协同降碳的新思路能有效提高系统的减碳能力,深入挖掘系统的降碳空间,提升系统的经济效益。 展开更多
关键词 综合能源系统 动态碳排放因子 超碳需求响应 碳捕集电厂 低碳经济调度
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Technical Demand of Commercial Paddy Farmers in the Context of Labor Transfer
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作者 FENG Liang-xuan QI Zhen-hong +1 位作者 TIAN Yun ZHOU Hui 《Asian Agricultural Research》 2012年第6期33-37,共5页
On the basis of document research,we summed up factors of technical demand of commercial paddy farmers to four aspects:individual characteristics of farmers,natural endowment of resources,factors related to risks,and ... On the basis of document research,we summed up factors of technical demand of commercial paddy farmers to four aspects:individual characteristics of farmers,natural endowment of resources,factors related to risks,and information factor.Then,we put forward relevant hypotheses.From survey results of 241 farmer households in 4 southwestern provinces(regions),by the binary logistic regression analysis method,we empirically studied influences of the above four factors on technical demand of commercial paddy farmers.Results show that commercial paddy farmers like simple and high yield cultivation technique best,while individual characteristics of farmers,natural endowment of resources,factors related to risks,and information factors are major factors influencing different agricultural technical demand of commercial paddy farmers. 展开更多
关键词 Commercialized planting Technical demand Influence factors Labor transfer
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Study on Characteristics of Consumption Demand and Its Constraints of Rural Areas in China
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作者 YANG Yan-hui 《Asian Agricultural Research》 2011年第6期87-89,93,共4页
Combining the statistic data of 1997~2009,this paper analyzes the income of farmers in eight minority areas, structure of consumption demand, the marginal propensity to consume and its constraints factors on eight min... Combining the statistic data of 1997~2009,this paper analyzes the income of farmers in eight minority areas, structure of consumption demand, the marginal propensity to consume and its constraints factors on eight minority provinces,finally, concludes with some specific proposals. That includes increasing peasant’s income, strengthening rural infrastructure construction, establishing perfect rural social security system and promoting reasonable and healthy consumption of peasants. 展开更多
关键词 Rural resident Consumption demand Constraint factor Minority areas China
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女士皮鞋外观设计需求驱动方式建构 被引量:1
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作者 罗向东 强威 张希莹 《包装工程》 CAS 北大核心 2024年第2期321-330,共10页
目的 为了科学评价并划分女士皮鞋外观要素的需求类型,将用户需求要素量化分析得出其权重值,从而指导女士皮鞋外观设计,进而提升用户满意度,并构建出以用户需求为驱动方式的女士皮鞋外观设计模型。方法 首先,通过多渠道调研将女士皮鞋... 目的 为了科学评价并划分女士皮鞋外观要素的需求类型,将用户需求要素量化分析得出其权重值,从而指导女士皮鞋外观设计,进而提升用户满意度,并构建出以用户需求为驱动方式的女士皮鞋外观设计模型。方法 首先,通过多渠道调研将女士皮鞋及其外观设计要素进行合理分类;其次,制作李克特量表以调研用户外观需求评价,应用Kano模型划分用户外观需求属性类别;最后,借助AHP层次分析法建构女士皮鞋外观要素需求分析模型,计算归纳出不同种类皮鞋各层级外观需求权重,并通过国内外优秀案例检验方法的合理性。结论 建立Kano-AHP的用户需求驱动方式,针对女士皮鞋外观设计要素对其重要度分类进行量化排序,得出女式皮鞋各外观要素在设计评价中的相对权重值,对鞋靴类产品外观设计有现实意义。 展开更多
关键词 女士皮鞋外观 Kano-AHP 用户需求 外观要素权重
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石家庄市裕华区老年人对“互联网+护理服务”的需求现状和影响因素
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作者 孙克娟 赵玉婷 +3 位作者 张新杰 柯贵印 张雯杰 吴苏宁 《临床荟萃》 CAS 2024年第8期734-740,共7页
目的响应石家庄市卫生健康委员会对本市“互联网+护理服务”试点工作开展的号召,使“互联网+护理服务”能更大程度惠及裕华区老年人群。方法在查阅文献的基础上,设计石家庄市裕华区老年人对“互联网+护理服务”需求的调查问卷。运用SPSS... 目的响应石家庄市卫生健康委员会对本市“互联网+护理服务”试点工作开展的号召,使“互联网+护理服务”能更大程度惠及裕华区老年人群。方法在查阅文献的基础上,设计石家庄市裕华区老年人对“互联网+护理服务”需求的调查问卷。运用SPSS 27.0统计学软件对数据进行整理与分析,探究石家庄市裕华区老年人对“互联网+护理服务”的需求现状和影响因素。结果地区、是否了解“护士上门服务”、文化程度、月医疗费用和居住状况均是裕华区老人使用“互联网+护理服务”需求的独立影响因素(P<0.05),而年龄对需求无影响(P>0.05)。结论裕华区老年人对“互联网+护理服务”的知晓比例偏低,但存在较高的真实需求且需求多样。建议建立市场化的宣传推广机制,同时要对上门护士进行全面、严格的“互联网+”专项资质认证及能力评估。 展开更多
关键词 “互联网+护理服务” 影响因素 需求现状 裕华区老年人 调查分析
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无人机物流城市末端配送需求关键影响因素探索
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作者 沈丹阳 程钰洁 《物流技术》 2024年第5期13-24,共12页
无人机物流城市末端配送(DLULD)能有效解决传统末端配送存在的问题,更好地满足消费者需求。然而,DLULD需求受哪些因素影响,关键因素间的逻辑尚不清晰,直接限制了具体业务的推广与改进。通过文献研究构建需求影响因素指标体系,并首次将... 无人机物流城市末端配送(DLULD)能有效解决传统末端配送存在的问题,更好地满足消费者需求。然而,DLULD需求受哪些因素影响,关键因素间的逻辑尚不清晰,直接限制了具体业务的推广与改进。通过文献研究构建需求影响因素指标体系,并首次将决策实验室-综合对抗解释结构模型引入DLULD研究,分析因素间关系与层级结构,找到提升DLULD服务的关键抓手,有助于物流业整体降本增效。结果表明:需求受到顶层、中间层和底层三层因素共同作用,并应重点关注服务可靠性、努力期望、绩效期望、交付风险和体积五个关键因素。据此提出,DLULD应从建立健全管理机制、把控运输风险,推动无人机技术持续发展、提高公众认知度,加强智能化水平建设、实现数字化管理等方面进行优化。 展开更多
关键词 无人机物流 末端配送 城市配送 需求关键影响因素 决策实验室-综合对抗解释结构模型
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数字经济赋能新质生产力:一个分析框架 被引量:38
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作者 张森 温军 《当代经济管理》 CSSCI 北大核心 2024年第7期1-9,共9页
新质生产力以颠覆性技术创新为主导力量,以战略性新兴产业为核心载体,具有鲜明的人民性、协调性和开放性特征。依托数字经济缓解“需求不足、供给过剩、预期偏弱”这三重约束是新质生产力发展的重要进路。文章在探讨数字经济赋能新质生... 新质生产力以颠覆性技术创新为主导力量,以战略性新兴产业为核心载体,具有鲜明的人民性、协调性和开放性特征。依托数字经济缓解“需求不足、供给过剩、预期偏弱”这三重约束是新质生产力发展的重要进路。文章在探讨数字经济赋能新质生产力的应然性依据的基础上,在传统“需求-供给”二分法框架内纳入经济社会环境因素,构建“需求侧-供给侧-环境侧”三维分析框架,藉此探讨数字经济赋能新质生产力的内在机理。分析认为:数字经济可通过提升颠覆性技术创新水平、驱动战略性新兴产业创新发展和契合新质生产力应然特征三种途径赋能新质生产力。文章的政策含义是:要大力发展数字经济,努力形成数字经济、颠覆性技术创新与战略性新兴产业间的良性互动。 展开更多
关键词 数字经济 新质生产力 市场需求 要素供给 创新环境
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基于主要驱动因子筛选法和深度学习算法的浙江省动态需水量预测
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作者 许月萍 曾田力 +3 位作者 周欣磊 章鲁琪 王贝 王冬 《水利水电科技进展》 CSCD 北大核心 2024年第2期47-53,共7页
收集了浙江省2000—2020年各用水行业需水量数据,采用基于Spearman秩相关分析的主要驱动因子筛选法筛选了影响各行业需水量的主要驱动因子,进而构造了改进的长短时记忆(LSTM)神经网络需水量预测模型,对各行业需水量进行动态滚动预测,并... 收集了浙江省2000—2020年各用水行业需水量数据,采用基于Spearman秩相关分析的主要驱动因子筛选法筛选了影响各行业需水量的主要驱动因子,进而构造了改进的长短时记忆(LSTM)神经网络需水量预测模型,对各行业需水量进行动态滚动预测,并将改进LSTM模型的预测结果与传统单变量LSTM预测模型、卷积神经网络模型、支持向量回归模型的预测结果进行了对比。结果表明,基于主要驱动因子筛选法改进的LSTM模型能实时动态滚动预测各行业每年需水量,且预测结果精度高于其他3种模型。 展开更多
关键词 需水量预测 主要驱动因子筛选法 LSTM神经网络 卷积神经网络 支持向量回归 浙江省
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统一大市场建设与企业数字技术创新——基于需求侧和供给侧的双重视角 被引量:1
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作者 申晨荣 高波 《商业研究》 CSSCI 北大核心 2024年第3期103-112,共10页
数字技术赋予企业创新全新内涵,在双循环发展格局下,大规模国内市场影响企业数字技术创新的路径呈现新特征。基于2012—2020年中国上市公司层面的微观数据,从理论和实证角度分析了统一大市场建设对企业数字技术创新的影响。研究发现,统... 数字技术赋予企业创新全新内涵,在双循环发展格局下,大规模国内市场影响企业数字技术创新的路径呈现新特征。基于2012—2020年中国上市公司层面的微观数据,从理论和实证角度分析了统一大市场建设对企业数字技术创新的影响。研究发现,统一大市场建设有利于企业数字技术创新的发展。异质性分析结果表明,政府干预越弱,越有利于统一大市场创新效应的发挥,且统一大市场对数字产品制造业的影响更强。机制检验结果表明,从需求侧来看,统一大市场建设通过扩大内需规模,优化内需结构促进企业数字技术创新;从供给侧来看,统一大市场通过促进劳动、知识等传统生产要素的流动推动企业开展数字创新活动,资本要素流动对统一大市场的创新效应产生了遮掩作用。在数据要素的加持下,传统要素流动的创新效应获得了乘数倍增效应。 展开更多
关键词 商品市场一体化 要素市场一体化 企业数字技术创新 内需驱动 要素流动
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