Building Smart Urban Areas: Case Study in Pleiku City, Vietnam
Abstract
:1. Introduction
2. Some Factors Affecting the Construction of Smart Cities: A Literature Review
3. Research Location and Methods
3.1. Research Location
3.2. Research Model and Data Analysis
4. Research Results
4.1. Reliability of Factors
4.2. Factors Influencing Smart Urban Construction
4.3. Factor Loading
4.4. Multivariate Regression Analysis Determines the Influence of Factors on Smart Urban Construction
5. Discussion
6. Conclusions and Policy Implications
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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No. | Factors | Corrected Item–Total Correlation | Cronbach’s Alpha |
---|---|---|---|
I | CS | 0.787 | |
1 | CS1 | 0.543 | 0.758 |
2 | CS2 | 0.666 | 0.814 |
3 | CS3 | 0.649 | 0.818 |
II | NL | 0.852 | |
4 | NL1 | 0.599 | 0.845 |
5 | NL2 | 0.662 | 0.801 |
6 | NL3 | 0.668 | 0.867 |
7 | NL4 | 0.486 | 0.823 |
III | QH | 0.797 | |
8 | QH1 | 0.435 | 0.815 |
9 | QH2 | 0.428 | 0.728 |
10 | QH3 | 0.526 | 0.787 |
IV | TH | 0.825 | |
11 | TH1 | 0.593 | 0.753 |
12 | TH2 | 0.531 | 0.748 |
13 | TH3 | 0.566 | 0.835 |
14 | TH4 | 0.636 | 0.802 |
15 | TH5 | 0.458 | 0.867 |
No. | Targets | Value | |
---|---|---|---|
1 | KMO | 0.895 | |
2 | Bartlett’s Test | Approx. Chi-Square | 2542.248 |
Df | 200 | ||
Sig. | 0.001 |
Factors | Eigenvalues | TVE | ||||
---|---|---|---|---|---|---|
Total | Variance (%) | Cumulative (%) | Total | Variance (%) | Cumulative (%) | |
1 | 8.4863 | 39.004 | 39.004 | 3.092 | 12.367 | 12.367 |
2 | 2.815 | 12.938 | 51.943 | 3.061 | 12.246 | 24.612 |
3 | 1.771 | 8.140 | 60.082 | 3.034 | 12.135 | 36.747 |
4 | 1.624 | 7.464 | 67.547 | 2.974 | 11.895 | 48.642 |
5 | 1.298 | 5.966 | 73.512 | |||
6 | 1.12 | 5.148 | 78.660 | |||
7 | 0.767 | 3.525 | 82.185 | |||
8 | 0.737 | 3.387 | 85.573 | |||
9 | 0.658 | 3.024 | 88.597 | |||
10 | 0.628 | 2.886 | 91.483 | |||
11 | 0.592 | 2.721 | 94.204 | |||
12 | 0.557 | 2.560 | 96.764 | |||
13 | 0.303 | 1.393 | 98.157 | |||
14 | 0.216 | 0.993 | 99.150 | |||
15 | 0.185 | 0.850 | 100.000 |
No. | Variable | Components | |||
---|---|---|---|---|---|
1 | 2 | 3 | 4 | ||
1 | TH1 | 0.805 | |||
2 | TH3 | 0.728 | |||
3 | TH2 | 0.697 | |||
4 | TH5 | 0.696 | |||
5 | TH4 | 0.688 | |||
6 | NL3 | 0.846 | |||
7 | NL2 | 0.807 | |||
8 | NL4 | 0.788 | |||
9 | NL1 | 0.780 | |||
10 | CS2 | 0.715 | |||
11 | CS1 | 0.692 | |||
12 | CS3 | 0.672 | |||
13 | QH1 | 0.783 | |||
14 | QH3 | 0.741 | |||
15 | QH2 | 0.722 |
Groups of Factors | β | t | Multicollinearity Statistics | Influence Rate (%) | Order of Influence | |
---|---|---|---|---|---|---|
Sig. | VIF | |||||
Constant | −0.038 | −0.221 | ||||
CS | 0.238 | 3.446 | 0.001 | 1.618 | 23.36 | 3 |
NL | 0.283 | 50,175 | 0.000 | 1.383 | 27.77 | 2 |
QH | 0.190 | 3.743 | 0.000 | 1.405 | 18.65 | 4 |
TH | 0.308 | 6.014 | 0.000 | 1.261 | 30.23 | 1 |
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Phuong, T.T.; Vien, T.D.; Tuan, N.T. Building Smart Urban Areas: Case Study in Pleiku City, Vietnam. Urban Sci. 2024, 8, 232. https://doi.org/10.3390/urbansci8040232
Phuong TT, Vien TD, Tuan NT. Building Smart Urban Areas: Case Study in Pleiku City, Vietnam. Urban Science. 2024; 8(4):232. https://doi.org/10.3390/urbansci8040232
Chicago/Turabian StylePhuong, Tran Trong, Tran Duc Vien, and Nguyen Tran Tuan. 2024. "Building Smart Urban Areas: Case Study in Pleiku City, Vietnam" Urban Science 8, no. 4: 232. https://doi.org/10.3390/urbansci8040232
APA StylePhuong, T. T., Vien, T. D., & Tuan, N. T. (2024). Building Smart Urban Areas: Case Study in Pleiku City, Vietnam. Urban Science, 8(4), 232. https://doi.org/10.3390/urbansci8040232