Submitted:
02 May 2023
Posted:
02 May 2023
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Abstract
Keywords:
1. Introduction
2. Theoretical Background
2.1. Changes in Commercial Environment and Emergence of Dark Stores in South Korea During COVID-19
2.2. Possible Changes to the Urban Environment Caused by Dark Stores
3. Methods
4. Results
4.1. Do B-Marts Negatively Affect Land Use?
4.2. Do B-Marts Negatively Affect Traffic?
4.3. Does B-Mart Negatively Affect the Streetscape?
5. Conclusion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
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| Year | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 |
|---|---|---|---|---|---|---|
| Percentage of Internet shopping users among Internet users (%) | 57.4 | 59.6 | 62.0 | 64.1 | 69.9 | 73.7 |
| Average monthly Internet shopping frequency per person (N) | 2.3 | 2.7 | 3.0 | 3.3 | 5.0 | 5.1 |
| Provinces / Metropolitan Cities | Residents | Population Density | Workers | Businesses | |||
|---|---|---|---|---|---|---|---|
| N | % | N/km2 | N | % | N | % | |
| Seoul Special City | 9,911,088 | 18.71 | 15,839.00 | 5,226,997 | 23.00 | 823,624 | 19.72 |
| Busan Metropolitan City | 3,438,710 | 6.49 | 4,348.90 | 1,465,433 | 6.45 | 290,357 | 6.95 |
| Daegu Metropolitan City | 2,446,144 | 4.62 | 2,728.60 | 967,934 | 4.26 | 210,944 | 5.05 |
| Incheon Metropolitan City | 3,010,476 | 5.68 | 2,765.10 | 1,092,494 | 4.81 | 206,244 | 4.94 |
| Gwangju Metropolitan City | 1,471,385 | 2.78 | 2,948.50 | 631,876 | 2.78 | 123,706 | 2.96 |
| Daejeon Metropolitan City | 1,480,777 | 2.79 | 2,758.10 | 633,418 | 2.79 | 119,628 | 2.86 |
| Ulsan Metropolitan City | 1,153,901 | 2.18 | 1,069.00 | 533,187 | 2.35 | 87,054 | 2.08 |
| Sejong Special Self-governing City | 360,907 | 0.68 | 761.3 | 125,410 | 0.55 | 18,041 | 0.43 |
| Gyeonggi Province | 13,807,158 | 26.06 | 1,325.30 | 5,302,740 | 23.34 | 934,349 | 22.37 |
| Gangwon Province | 1,560,172 | 2.94 | 90.4 | 670,247 | 2.95 | 146,815 | 3.52 |
| Chungcheongnam Province | 1,637,897 | 3.09 | 220.3 | 741,452 | 3.26 | 133,522 | 3.20 |
| Chungcheongbuk Province | 2,185,575 | 4.13 | 264 | 973,944 | 4.29 | 176,643 | 4.23 |
| Jeollanam Province | 1,835,392 | 3.46 | 223.4 | 720,052 | 3.17 | 154,082 | 3.69 |
| Jeollabuk Province | 1,884,455 | 3.56 | 144.9 | 774,294 | 3.41 | 161,883 | 3.88 |
| Gyeongsangnam Province | 2,691,891 | 5.08 | 138.9 | 1,150,047 | 5.06 | 236,807 | 5.67 |
| Gyeongsangbuk Province | 3,407,455 | 6.43 | 316.2 | 1,427,443 | 6.28 | 286,752 | 6.87 |
| Jeju Special Self-governing Province | 697,578 | 1.32 | 362.6 | 286,304 | 1.26 | 66,098 | 1.58 |
| Total | 52,980,961 | 100.00 | 516.2 | 22,723,272 | 100.00 | 4,176,549 | 100.00 |
| Zoning | Number (N) | Ratio (%) | |
|---|---|---|---|
| Residential Area | 2nd General Residential Area | 3 | 9.38 |
| 3rd General Residential Area | 11 | 34.38 | |
| Semi-Residential Area | 3 | 9.38 | |
| Commercial Area | General Commercial Area | 10 | 31.25 |
| Industrial Area | Semi-Industrial Area | 5 | 15.63 |
| Total | 32 | 100.00 | |
| Zoning | Building Usage | |||
|---|---|---|---|---|
| Storage | Warehouse | Distribution Center | ||
| Residential Area | 2nd General Residential Area | Allowed | Not Allowed (Seoul: Conditional Allowance) |
Not Allowed |
| 3rd General Residential Area | Allowed | Not Allowed (Seoul: Conditional Allowance) |
Not Allowed | |
| Semi-Residential Area | Allowed | Allowed | Allowed (Seoul: Not Allowed) |
|
| Commercial Area | General Commercial Area | Allowed | Allowed | Allowed |
| Industrial Area | Semi-Industrial Area | Allowed | Allowed | Allowed |
| Attributes | Facilities | N | Mean | Std. |
|---|---|---|---|---|
| Number of older adults | B-Marts | 32 | 4,472.88 | 444.69 |
| Large discount stores | 64 | 4,214.77 | 252.87 | |
| Number of children | B-Marts | 32 | 1,870.97 | 237.38 |
| Large discount stores | 64 | 2,009.08 | 156.18 | |
| Number of bus stops | B-Marts | 32 | 21.53 | 1.45 |
| Large discount stores | 64 | 22/50 | 1.35 | |
| Number of subway stations | B-Marts | 32 | 1.06 | 0.17 |
| Large discount stores | 64 | 1.19 | 0.10 | |
| Area of parks | B-Marts | 32 | 27,339.98 | 6,580.43 |
| Large discount stores | 64 | 55,120.47 | 19,225.81 |
| Attributes | t-value | Degree of freedom | p-value |
|---|---|---|---|
| Number of older adults | 0.505 | 51.632 | 0.308 |
| Number of children | -0.498 | 94 | 0.310 |
| Number of bus stops | -0.447 | 94 | 0.328 |
| Number of subway stations | -0.671 | 94 | 0.252 |
| Area of parks | -1.005 | 94 | 0.159 |
| Attributes | Number of Roads Surrounding B-Mart | |||||
|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | Total | ||
| Number of B-Marts | 4 | 18 | 7 | 3 | 32 | |
| Ratio (%) | 12.50 | 56.25 | 21.88 | 9.38 | 100.00 | |
| Maximum Width of Road (m) | Mean | 14.25 | 28.78 | 26.86 | 30.67 | 26.72 |
| Std | 15.86 | 12.18 | 11.55 | 26.63 | 14.19 | |
| Delivery Vehicle | Car | Motorcycle | Bicycle | PM |
|---|---|---|---|---|
| Number (N) | 6 | 379 | 27 | 10 |
| Ratio (%) | 1.42 | 89.81 | 6.40 | 2.37 |
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