For the Chinese economy, who will be the central driver of consumption and investment? This is of particular concern to financial markets and policy options. Through the construction of measurement models, we have found that consumer growth in recent years has been more driven than investment growth in China, manifested in the dual characteristics of “large and efficient”: on the one hand, consumption accounts for a greater share of GDP than investment, and increases in consumption per percentage point can drive larger-scale economic growth; on the other hand, after removing the absolute effects of scale, both empirical and academic theory show that consumption drives economies are more efficient. Therefore, it is important at this stage to give priority to recovery and expansion of domestic demand, and the positive effects of consumption on economic growth and transformation in China are increasingly highlighted, with multiple sources of income growth and multi-dimensional consumer confidence being among the top priorities of the consumption base, as well as key supporting the sustainable recovery of the Chinese economy.

The driving force of consumer growth is significant and growing

Based on World Bank (World Bank) data, we have constructed floor data for 168 countries for the years 1961 to 2021, with real GDP growth rates as an explanation variable, explaining the variables with real consumer growth rates and real investment growth rates, using mask models with country, year fixed effects to estimate the relationship between consumer growth and investment growth and economic growth, and looking at the drivers of consumption and investment for economic growth. The estimates of the mask and time series show that a single percentage point of consumer growth can drive more economic growth than an increase in investment. On the global average, growth in consumption per 1 per cent can be driven by 0.225 per cent of economic growth, taking into account country differences and annual variations, while an investment growth of 1 per cent will generate growth of 0.03 per cent.

The second is that China’s consumption and investment drives the economy in accordance with the world’s rules, but with better marginal effects. Based on time series data from 1979, a model estimate found that per cent of China’s consumption growth could drive 0.409 per cent of economic growth, while 1 per cent of investment growth could generate 0.151 per cent of economic growth. As a result, both China’s consumer growth and investment increase, the marginal contribution to the economy is higher than the world average.

Thirdly, at this stage, China’s consumption and investment drivers are still lower than those of high-income countries, particularly the marginal drivers of consumer growth, and there is still room for excavation in the future. For example, in the United States and Japan, a 1 per cent increase in consumption could drive growth of 0.658 per cent, 0.717 per cent, respectively, while a 1 per cent increase in investment led to growth of 0.173 per cent and 0.25 per cent.

The measurement model used in the previous text, with mask data plus fixed effects, estimates that only the average impact relationship between consumer growth, investment growth and economic growth can be derived. However, in view of China’s growing economic development, the macro-environmental environment, policy directions and external shocks vary from time to time, with significant changes in the economic structure at different stages. Therefore, the conventional fixed coefficient model does not necessarily accurately measure the economic drivers of China’s consumption and investment in changing circumstances. Further use is made in this paper of the time-bound coefficient model (Time-Varying Coefficient Linear Regression, which has the advantage of estimating the model factor over time), which reveals an increase in China’s consumption growth rate (investment growth rate) by one percentage point, and which is called consumption (investment) driver.

The results of the model estimates show that China’s consumer drivers are significantly higher and remain high, while investment drivers are more stable but slightly lower. Since the opening of China’s reform in 1979, China’s consumption has experienced a decline in its economic drivers, followed by a gradual increase after 1991 and culminated in 2009, and has remained high.

In contrast, investment-driven changes have been relatively small, and have remained close to historical averages after peaking in 1991, with a slow downward trend in recent years. Among them, during the 1990s, the investment-driven role was once more than the consumer-driven, and coincided with the trend of rapid growth in fixed asset investment in the context of the then “establishment of a socialist market economy”. Model results show that, for example, in 2021, consumption growth per 1 per cent can drive 0.569 per cent of economic growth, while investment growth of 1 per cent can generate 0.14 per cent of economic growth. China’s consumption drive is significantly higher than its investment-driven, and at this stage, through the expansion of domestic demand, increasing the underlying role of consumption in economic development will have a significant impact on economic growth.

Increased contribution of consumption to economic growth

In nominal absolute terms, the absolute size of consumption has been higher since 1979 than the scale of investment, so that the absolute increase in per percentage point in consumer growth is necessarily higher than the absolute increase in each percentage point in investment growth, so that consumption contributes significantly to economic growth. In terms of overall trends, the driving effect of consumption, investment on economic growth is positively related to the size of consumption and the scale of investment, but somewhat different over time. In particular: in the context of the relationship between consumer drivers and consumption rates, the relationship between the two is taking place between 1979 and 2001, and the driving force of consumption for economic growth is declining as consumption rates continue to decline. However, since 2001, this pattern of reciprocal behaviour has changed. Despite a marked decline in consumption rates, the driving effect of the economy has improved. In fact

On 6 February in Beijing, the Lake Los Angeles guesthouse lost its Indiana foot by 94-136. It is worth noting that at the end of the half day, the lake had fallen behind 23 minutes for walkers. On the occasion of the competition, the balloons on the scene were shouted against him: Le Brown wanted to deal with you.

At the end of the semi-annual period, a short message was sent by the mediator, James, to the magicistress: “The breaking down of the trade to the easterney-Davids will continue to sit down in the second half of me.” At present, the lake is in the process of dealing with public opinion, in which it is natural that the balloons are scattered and, more importantly, that of the young balloons, almost every one of them has been taken by management in the White Mountains.

In the latest developments in today’s transactions, the Lake gave final quotations: the first two rounds of balloons + Kuzma + British Gram+hat+Zubaz+P+ to replace Anthony-Davids and Solomon-Shir. At that time, when the quotation was seen, the quotation had been hailed, but it had subsequently been rejected and the lake had withdrawn from all the transactions concerning the bred.

And every quote from the Lake is in Glam and Kuzma, and it is not surprising that the balloons will react today! The bond, Glam, received a 12-six-basket. (Emily)

In the interview, Melinda was asked about Bill Gates’ affair with an employee 20 years ago, which was confirmed by a spokesman for Microsoft’s co-founder last May.

“I certainly believe in the power of forgiveness, so I think we have solved some problems,” said Melinda, 57 Then she added: “it’s not a moment or a specific event. It’s just that at a point in time, there are enough things to make me realize that it’s unhealthy. I can’t believe the problems we encountered at that time.”

After 27 years of marriage, bill and Melinda broke up last May. In a joint statement at that time, the two sides said: “we no longer believe that we can continue to grow together as a couple in the next stage of their lives.” Melinda said in her divorce application that there was an “irreparable breakdown” in their marriage description, and then the two officially announced their divorce in August.

Looking back on the emotions she felt throughout the difficult process, Melinda said she “shed a lot of tears in many days”. At other times, she felt very angry. “That’s part of the sadness process. You’re sad about losing something you thought you had, something you thought you’d have all your life,” she said

Melinda said she now felt “beginning to enter another world” in her “healing journey”. “I feel like I’m turning a new page. I mean, it’s 2022 and I’m very satisfied with the future and my life now,” she said

Bill Gates, 66, reviewed his divorce process last December, saying 2021 was “the most unusual and difficult year of my life”.

Referring to their decision to continue working at the bill and Melinda Gates Foundation, Bill wrote in an annual review blog post that after their separation, the two “have found a good new work rhythm”. He added: “but we can’t deny that this year has been a very sad year for me personally.”