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乘用车市场需求预测模型研究

Research on Passenger Cars’ Market Demand Forecasting Models

【作者】 吴卫

【导师】 王莹;

【作者基本信息】 吉林大学 , 企业管理, 2010, 硕士

【摘要】 改革开放以来,随着我国经济的快速发展,人民生活水平大幅提高,需求也是日趋多元化,尤其是对汽车的需求。为了能够更好的把握汽车消费市场的动向,一些学者开始着手对汽车市场进行预测研究,以便于做出更贴近实际的生产销售计划,更好的满足消费者,实现资源的优化配置。但是,随着影响世界经济发展的不确定性因素增多,对汽车市场的需求预测也变得越来越复杂,原本的预测方法已经不能很好的表达市场需求的真实动向,这就需要有更加合理的预测方法来对汽车市场的需求做出预测,以适应经济发展。本文共分为绪论、正文及结束语三部分。绪论部分阐述了本文的研究背景、研究意义及研究现状,介绍了全文的框架结构和研究方法。正文部分首先从分析乘用车市场的发展现状入手,然后深入探讨影响乘用车市场发展的主要因素,接下来,借用研究机构较为成熟的乘用车市场需求预测模型,通过对模型的分析,运用超定求解的方法确定模型的待定系数,使得模型的使用更加方便快捷,而且本文还构建了乘用车市场千人保有量预测的智能系统;最后,对2010年的乘用车市场需求量进行了预测,给出了中国乘用车生产企业应对未来市场的对策建议。结束语部分阐述了本文的研究结果,指出了研究过程中的不足之处,并对下一步研究做了展望。

【Abstract】 Since the reform and opening-up, China’s market economy construction was outstanding, people’s living standards improved significantly. With the great improve of people’s living conditions, the demand is various, especially for "car needs"-- This modern transportation is convenient, not only to meet work and live in need, but also caters to people’s motivation such as seeking the name of beauty, novelty, and comparisons. With the further development of the reform and opening-up, the demand will greatly influence the development of China’s automotive industry.When the world over to accept the test of the financial crisis, the Chinese automotive industry first to rise ahead, the production of passenger cars reached 10 million level in 2009. China’s passenger cars went into the popularity and more and more cars went into the millions of households, the next decade will be the fast development times of China’s passenger cars market.In view of this, the scholars do a lot of research in the cars’market demand forecasting. Being relevant to passenger cars market demand research about quantitative or qualitative, most were common in from the clustering analysis, Logistic curve model, gray theory, the system dynamics theory, combined forecasting theory etc. Due to the characteristics of itself, the prediction results can only do relatively accurate, along with the change of the internal and external environments, some original forecasting results also become relatively inaccurate, which need to considerate the change comprehensively of the internal and external environment factors, and the original method for forecasting need to improve, or use the new forecasting methods.The regional development of China’s passenger cars’market is not balanced. Regional Economic Development Theory said that the development process of regional economic takes on different stages. Although China’s car market continue leading global sales, car sales retaining its position as the world’s first, but the China’s situation determines its regional development imbalance. According to the statistics, by 2005,16 percent of the passenger cars sales concentrated in Beijing, Shanghai and Guangzhou, a regional economic center and super-developed Yangtze River Delta, Pearl River Delta region accounted for 19 percent, middle income’s capitals and more developed prefecture-level cities accounted for 18 percent, the eastern regions accounted for 64 percent. Within the industry, based on the various regional economic development level, selected three indicators--the city population, per capita GDP and passenger demand level of districts, according to the geographical distribution (the eastern, the central, the west and the north-east), divided the National 287-level cities into five regional classification. However, in the specific dividing line, due to the number of cities increased, according to the economic development level and local passenger vehicle license plate volume, the author adjusted the classification standard, divided the National 348 places above the county level into six regional classification, such zoning become more detailed, which is in favor of grasping market well, and making a regional demand forecasting.With the development of economy in China, the influence factors of the car market development also changes. In this paper, the author uses PEST analysis to analyze the macro environment of China passenger cars’market. In order to cope with the global financial crisis, in 2009, the government promulgated most of policy measures to develop the cars’market, and with the rapid growth of GDP, per capita disposable income increased relatively, purchasing power enhanced, the needs of potential auto consumer groups were strong, the M&A of automobile industry, technical innovation also reduced the purchasing cost and using cost.In addition, along with the continuous development of regional economy and regional market has a huge potential for development. According to the theory of regional economic passage, within a certain range, the economic and technological development level is not balanced, there will exist a certain degree of economic and technological gradient difference, and will form the space passage of productivity. China’s economic geographically objectively exists three gradient differences in the holdings for thousands of people, we can make demand forecasting next some years. Therefore, the author constructs an intelligent functions system module of passenger cars’market demand forecasting.Finally, combined with the actual data of China’s passenger cars’market by 2010, demand of relativity passenger cars’market is forecasted., and puts forward some strategies:1. Make full use of government policies, and achieve flourish of production and sale; 2. Increase the technical innovation, and improve product value added; 3. Shape automobile consumption culture, and guide consumer restored consumer confidence gradually; 4. Construct market research team, and increase the market research investment, and improve the market forecast.

  • 【网络出版投稿人】 吉林大学
  • 【网络出版年期】2010年 10期
  • 【分类号】F426.471
  • 【被引频次】3
  • 【下载频次】568
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