The Effects of Demographic Trends on the High-Quality Development of the Chinese Sports Industry
Abstract
:1. Introduction
2. Methods
2.1. Trend Analysis of Demographic Changes in China
2.2. Regression Analysis of the Effects of Demographic Changes on the Sports Industry’s Development
3. Results
3.1. Inertia in Total Population Growth and Slowdown in Population Growth
3.2. The Population’s Sex Ratio Is Generally Acceptable, and the Gender Structure Has Gradually Improved
3.3. The Elderly Population Is Increasing in Size, and the Pace of Population Aging Is Accelerating
3.4. Accelerated Urbanization and Increased Population Mobility
3.5. Significant Improvements in the Quality of the Population and an Increase in Human Capital
3.6. Analysis of Correlations between Various Demographic Trends and the Sports Industry
3.7. Modeling by Multiple Regression
4. Discussion
5. Implications
5.1. Encourage Sustainable Expansion of the Overall Population as Well as the Size and Scope of the Sports Industry
5.2. Optimize the Sex Ratio of the Population and Provide New Momentum for the Sports Industry’s Development
5.3. Changing the Population’s Age Composition to Foster New Growth in Sports Consumption
5.4. Enhancing the Population’s Quality of Life and Fostering the Development of a High-Quality Sports Industry
5.5. Increase Public Knowledge of Health Issues and Advocate for a Thorough Upgrade of Sports Consumption
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
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Sixth National Demographic Census | Seventh National Demographic Census | |
---|---|---|
Total population (per 10,000 inhabitants) | 134,091 | 141,178 |
Population sex ratio (female = 100) | 105.21 | 105.07 |
Elderly people aged 60 and above (%) | 8.90 | 13.50 |
Urbanization rate (%) | 49.95 | 63.89 |
University education (per 100,000 inhabitants) | 8930 | 15,467 |
Indicators | Value Added per Capita of the Sports Industry | Sex Ratio | Urbanization Rate | Elderly People Aged 60 and Above | University Education |
---|---|---|---|---|---|
Value added per capita of the sports industry | 1 | ||||
Sex ratio | −0.821 * | 1 | |||
Urbanization level | 0.936 * | −0.861 * | 1 | ||
Elderly people aged 60 and above | 0.986 * | −0.842 * | 0.977 * | 1 | |
University education | 0.878 * | −0.868 * | 0.982 * | 0.933 * | 1 |
Model | Non-Standardized Regression Coefficients (Beta) | Standardized Regression Coefficients (Beta) | t-Value | p-Value | VIF |
---|---|---|---|---|---|
Correlation | 7.488 | \ | 0.284 | 0.783 | \ |
X1 | −3.823 | −0.030 | −0.688 | 0.509 | 4.221 |
X2 | 2.147 | 0.290 | 1.080 | 0.308 | 164.094 |
X3 | 2.862 | 0.564 | 3.301 | 0.009 | 66.443 |
X4 | 0.475 | 0.129 | 0.999 | 0.344 | 37.927 |
R2 = 0.994; Durbin-Watson = 2.03 |
Model | Non-Standardized Regression Coefficients (Beta) | Standardized Regression Coefficients (Beta) | t-Value | p-Value | VIF | |
---|---|---|---|---|---|---|
1 | Correlation | −21.707 | \ | −23.417 | 0.000 | \ |
X3 | 7.455 | 0.994 | 31.882 | 0.000 | 1.000 | |
2 | Correlation | −13.952 | \ | −6.779 | 0.000 | \ |
X3 | 4.222 | 0.563 | 5.069 | 0.000 | 28.146 | |
X4 | 2.228 | 0.439 | 3.952 | 0.02 | 28.146 | |
R2 = 0.994; Durbin-Watson = 2.052 |
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Duan, Y.; Li, P.; Meng, D.; Bu, T.; Liu, X.; Popovic, S.; Matic, R.M. The Effects of Demographic Trends on the High-Quality Development of the Chinese Sports Industry. Sustainability 2022, 14, 1039. https://doi.org/10.3390/su14021039
Duan Y, Li P, Meng D, Bu T, Liu X, Popovic S, Matic RM. The Effects of Demographic Trends on the High-Quality Development of the Chinese Sports Industry. Sustainability. 2022; 14(2):1039. https://doi.org/10.3390/su14021039
Chicago/Turabian StyleDuan, Yuping, Ping Li, Di Meng, Te Bu, Xuewei Liu, Stevo Popovic, and Radenko M. Matic. 2022. "The Effects of Demographic Trends on the High-Quality Development of the Chinese Sports Industry" Sustainability 14, no. 2: 1039. https://doi.org/10.3390/su14021039
APA StyleDuan, Y., Li, P., Meng, D., Bu, T., Liu, X., Popovic, S., & Matic, R. M. (2022). The Effects of Demographic Trends on the High-Quality Development of the Chinese Sports Industry. Sustainability, 14(2), 1039. https://doi.org/10.3390/su14021039