An Economic Impact Analysis of Transmission and Substation Network Investments for Accelerating Renewable Energy Expansion in South Korea: Modeling and Policy Perspectives
Abstract
1. Introduction
1.1. Background of This Study
1.2. Literature Review on Transmission and Substation (T&S) Network Investment and Planning
1.3. Objectives and Structure of This Study
2. Materials and Methods
2.1. Overview of the 11th LPTSE
2.2. Plan-Level Spatial Overview of the 11th LPTSE
2.3. Review of Related Studies and Research Gaps
2.4. Methodological Scheme
2.5. Basic Method: IOA
2.6. Demand-Side Model
2.7. Spatial Analysis Using MRIOT
3. Results
3.1. Data
3.2. Results from Estimating the Four National Economic Effects
3.3. Spatial and Territorial Implications of LPTSE Implementation
3.4. Results from the Spatial MRIO Analysis Using the 2020 MRIOT
4. Discussion
4.1. Discussion of the Results
4.2. Discussion of the Six Complications in Realizing the Economic Effects
5. Conclusions
5.1. Key Takeaways and Broader Significance
5.2. Study Limitations
5.3. Future Research Directions
5.4. Policy Implications
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| AI | Artificial intelligence |
| CGE | Computable general equilibrium |
| DC | Direct current |
| FTE | Full-time equivalent |
| HV | High-voltage |
| HVDC | High-voltage direct current |
| IO | Input–output |
| IOA | Input–output approach |
| IOT | Input–output table |
| KEPCO | Korea Electric Power Corporation |
| LPTSE | Long-term plan for transmission and substation equipment |
| LTI | Leontief temporal inverse |
| MRIOT | Multiregional input–output table |
| NIMBY | Not-in-My-Back-Yard |
| NP | Nuclear power |
| NPE | National Plan for Electricity Demand and Supply |
| RE | Renewable energy |
| SMA | Seoul Metropolitan Area |
| SOC | Social overhead capital |
| T&S | Transmission and substation |
| TSE | Transmission and substation equipment |
| TSEP | Transmission and substation equipment plan |
Appendix A
| Regions | Seoul | Incheon | Gyeonggi | Daejon | Sejong | Chungbuk | Chungnam | Gwangju | Jeonbuk | Jeonnam | Daegu | Gyeongbuk | Busan | Ulsan | Gyeongnam | Gangwon | Jeju |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 1.2001 | 0.1391 | 0.1334 | 0.1290 | 0.1251 | 0.1516 | 0.1381 | 0.1294 | 0.1196 | 0.1288 | 0.1016 | 0.1126 | 0.1046 | 0.1338 | 0.1235 | 0.1166 | 0.1126 |
| (0.4325) | (0.0680) | (0.0656) | (0.0610) | (0.0602) | (0.0723) | (0.0672) | (0.0624) | (0.0573) | (0.0621) | (0.0493) | (0.0549) | (0.0507) | (0.0648) | (0.0596) | (0.0562) | (0.0527) | |
| Incheon | 0.0512 | 1.1725 | 0.0581 | 0.0442 | 0.0460 | 0.0516 | 0.0472 | 0.0368 | 0.0455 | 0.0405 | 0.0415 | 0.0414 | 0.0304 | 0.0310 | 0.0400 | 0.0447 | 0.0323 |
| (0.0180) | (0.3890) | (0.0207) | (0.0157) | (0.0162) | (0.0182) | (0.0167) | (0.0131) | (0.0159) | (0.0139) | (0.0147) | (0.0143) | (0.0106) | (0.0112) | (0.0136) | (0.0152) | (0.0111) | |
| Gyeonggi | 0.2888 | 0.2810 | 1.4189 | 0.2229 | 0.2906 | 0.3066 | 0.3455 | 0.2323 | 0.2653 | 0.2502 | 0.1908 | 0.2260 | 0.1893 | 0.2160 | 0.2158 | 0.2809 | 0.2559 |
| (0.1103) | (0.1058) | (0.4955) | (0.0841) | (0.1112) | (0.1165) | (0.1327) | (0.0886) | (0.0995) | (0.0933) | (0.0737) | (0.0859) | (0.0727) | (0.0824) | (0.0840) | (0.1046) | (0.0963) | |
| Daejon | 0.0130 | 0.0095 | 0.0100 | 1.1207 | 0.0453 | 0.0208 | 0.0254 | 0.0129 | 0.0129 | 0.0146 | 0.0110 | 0.0107 | 0.0101 | 0.0127 | 0.0099 | 0.0144 | 0.0144 |
| (0.0049) | (0.0039) | (0.0040) | (0.4026) | (0.0211) | (0.0087) | (0.0116) | (0.0053) | (0.0052) | (0.0060) | (0.0044) | (0.0043) | (0.0043) | (0.0054) | (0.0040) | (0.0056) | (0.0057) | |
| Sejong | 0.0051 | 0.0051 | 0.0054 | 0.0187 | 1.0929 | 0.0089 | 0.0093 | 0.0064 | 0.0054 | 0.0075 | 0.0055 | 0.0044 | 0.0049 | 0.0095 | 0.0039 | 0.0049 | 0.0033 |
| (0.0018) | (0.0019) | (0.0020) | (0.0068) | (0.2814) | (0.0033) | (0.0038) | (0.0025) | (0.0020) | (0.0029) | (0.0020) | (0.0017) | (0.0017) | (0.0037) | (0.0014) | (0.0018) | (0.0012) | |
| Chungbuk | 0.0519 | 0.0599 | 0.0615 | 0.1042 | 0.0640 | 1.2473 | 0.0713 | 0.0635 | 0.0774 | 0.0747 | 0.0652 | 0.0594 | 0.0495 | 0.0446 | 0.0387 | 0.0748 | 0.0632 |
| (0.0161) | (0.0193) | (0.0187) | (0.0354) | (0.0228) | (0.3525) | (0.0215) | (0.0219) | (0.0248) | (0.0265) | (0.0204) | (0.0186) | (0.0157) | (0.0144) | (0.0129) | (0.0242) | (0.0192) | |
| Chungnam | 0.1034 | 0.0939 | 0.0917 | 0.1339 | 0.1306 | 0.1565 | 1.2366 | 0.1083 | 0.0798 | 0.0831 | 0.0769 | 0.0877 | 0.0729 | 0.0935 | 0.1121 | 0.0898 | 0.0637 |
| (0.0336) | (0.0288) | (0.0297) | (0.0439) | (0.0473) | (0.0485) | (0.3797) | (0.0348) | (0.0249) | (0.0251) | (0.0245) | (0.0276) | (0.0211) | (0.0292) | (0.0336) | (0.0275) | (0.0207) | |
| Gwangju | 0.0112 | 0.0117 | 0.0126 | 0.0142 | 0.0125 | 0.0099 | 0.0112 | 1.2221 | 0.0333 | 0.0505 | 0.0086 | 0.0114 | 0.0091 | 0.0129 | 0.0110 | 0.0087 | 0.0140 |
| (0.0038) | (0.0039) | (0.0042) | (0.0044) | (0.0049) | (0.0036) | (0.0038) | (0.3792) | (0.0115) | (0.0186) | (0.0030) | (0.0038) | (0.0032) | (0.0040) | (0.0037) | (0.0030) | (0.0048) | |
| Jeonbuk | 0.0193 | 0.0208 | 0.0164 | 0.0253 | 0.0194 | 0.0231 | 0.0200 | 0.0352 | 1.1618 | 0.0236 | 0.0153 | 0.0164 | 0.0203 | 0.0176 | 0.0189 | 0.0160 | 0.0208 |
| (0.0063) | (0.0068) | (0.0052) | (0.0081) | (0.0066) | (0.0070) | (0.0064) | (0.0116) | (0.4189) | (0.0084) | (0.0049) | (0.0053) | (0.0065) | (0.0059) | (0.0058) | (0.0051) | (0.0074) | |
| Jeonnam | 0.0406 | 0.0428 | 0.0393 | 0.0362 | 0.0449 | 0.0493 | 0.0394 | 0.1063 | 0.0550 | 1.2121 | 0.0419 | 0.0473 | 0.0537 | 0.0657 | 0.0489 | 0.0325 | 0.0312 |
| (0.0120) | (0.0124) | (0.0113) | (0.0107) | (0.0144) | (0.0141) | (0.0114) | (0.0365) | (0.0173) | (0.4070) | (0.0124) | (0.0139) | (0.0150) | (0.0196) | (0.0140) | (0.0094) | (0.0092) | |
| Daegu | 0.0203 | 0.0136 | 0.0147 | 0.0199 | 0.0354 | 0.0308 | 0.0255 | 0.0242 | 0.0197 | 0.0194 | 1.1795 | 0.0623 | 0.0212 | 0.0460 | 0.0297 | 0.0222 | 0.0163 |
| (0.0078) | (0.0053) | (0.0058) | (0.0076) | (0.0130) | (0.0121) | (0.0098) | (0.0091) | (0.0074) | (0.0075) | (0.4625) | (0.0267) | (0.0082) | (0.0178) | (0.0118) | (0.0083) | (0.0062) | |
| Gyeongbuk | 0.0587 | 0.0550 | 0.0555 | 0.0548 | 0.0834 | 0.0627 | 0.0723 | 0.0621 | 0.0608 | 0.0685 | 0.0970 | 1.2052 | 0.0643 | 0.1161 | 0.0684 | 0.0585 | 0.0573 |
| (0.0187) | (0.0173) | (0.0178) | (0.0179) | (0.0303) | (0.0208) | (0.0241) | (0.0195) | (0.0203) | (0.0220) | (0.0331) | (0.4595) | (0.0200) | (0.0386) | (0.0209) | (0.0189) | (0.0169) | |
| Busan | 0.0346 | 0.0288 | 0.0277 | 0.0397 | 0.0528 | 0.0341 | 0.0379 | 0.0359 | 0.0353 | 0.0413 | 0.0446 | 0.0326 | 1.2556 | 0.0935 | 0.1121 | 0.0452 | 0.0591 |
| (0.0139) | (0.0117) | (0.0110) | (0.0156) | (0.0197) | (0.0138) | (0.0149) | (0.0147) | (0.0144) | (0.0162) | (0.0171) | (0.0136) | (0.4400) | (0.0422) | (0.0467) | (0.0183) | (0.0232) | |
| Ulsan | 0.0489 | 0.0412 | 0.0360 | 0.0440 | 0.0469 | 0.0460 | 0.0440 | 0.0464 | 0.0399 | 0.0548 | 0.0531 | 0.0543 | 0.0579 | 1.2836 | 0.0586 | 0.0346 | 0.0362 |
| (0.0126) | (0.0099) | (0.0088) | (0.0113) | (0.0133) | (0.0120) | (0.0111) | (0.0117) | (0.0107) | (0.0150) | (0.0143) | (0.0140) | (0.0153) | (0.3526) | (0.0157) | (0.0093) | (0.0100) | |
| Gyeongnam | 0.0459 | 0.0355 | 0.0357 | 0.0553 | 0.0515 | 0.0402 | 0.0446 | 0.0531 | 0.0424 | 0.0403 | 0.0509 | 0.0563 | 0.0825 | 0.0886 | 1.2861 | 0.0436 | 0.0385 |
| (0.0163) | (0.0122) | (0.0128) | (0.0203) | (0.0193) | (0.0144) | (0.0157) | (0.0191) | (0.0155) | (0.0147) | (0.0182) | (0.0201) | (0.0294) | (0.0318) | (0.3865) | (0.0168) | (0.0132) | |
| Gangwon | 0.0105 | 0.0086 | 0.0069 | 0.0122 | 0.0145 | 0.0103 | 0.0074 | 0.0069 | 0.0073 | 0.0066 | 0.0066 | 0.0064 | 0.0065 | 0.0065 | 0.0072 | 1.1135 | 0.0079 |
| (0.0045) | (0.0037) | (0.0030) | (0.0053) | (0.0062) | (0.0046) | (0.0032) | (0.0029) | (0.0032) | (0.0029) | (0.0029) | (0.0028) | (0.0027) | (0.0028) | (0.0029) | (0.4595) | (0.0035) | |
| Jeju | 0.0025 | 0.0022 | 0.0024 | 0.0025 | 0.0026 | 0.0024 | 0.0024 | 0.0037 | 0.0044 | 0.0043 | 0.0022 | 0.0023 | 0.0025 | 0.0026 | 0.0024 | 0.0022 | 1.1337 |
| (0.0012) | (0.0010) | (0.0012) | (0.0012) | (0.0012) | (0.0011) | (0.0011) | (0.0018) | (0.0022) | (0.0023) | (0.0010) | (0.0011) | (0.0012) | (0.0013) | (0.0011) | (0.0010) | (0.4973) | |
| Sum | 2.0057 | 2.0212 | 2.0261 | 2.0776 | 2.1584 | 2.2523 | 2.1780 | 2.1856 | 2.0658 | 2.1208 | 1.9923 | 2.0367 | 2.0353 | 2.2740 | 2.1871 | 2.0031 | 1.9606 |
| (0.7144) | (0.7010) | (0.7172) | (0.7519) | (0.6891) | (0.7235) | (0.7347) | (0.7348) | (0.7509) | (0.7441) | (0.7585) | (0.7679) | (0.7183) | (0.7278) | (0.7183) | (0.7849) | (0.7986) |
| Regions | Seoul | Incheon | Gyeonggi | Daejon | Sejong | Chungbuk | Chungnam | Gwangju | Jeonbuk | Jeonnam | Daegu | Gyeongbuk | Busan | Ulsan | Gyeongnam | Gangwon | Jeju |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 1.1834 | 0.1321 | 0.1405 | 0.0858 | 0.1235 | 0.1628 | 0.1508 | 0.1261 | 0.1410 | 0.1539 | 0.1154 | 0.1456 | 0.1018 | 0.1299 | 0.1152 | 0.1410 | 0.0000 |
| (0.4590) | (0.0648) | (0.0694) | (0.0420) | (0.0594) | (0.0781) | (0.0727) | (0.0608) | (0.0677) | (0.0732) | (0.0560) | (0.0709) | (0.0494) | (0.0629) | (0.0554) | (0.0666) | (0.0000) | |
| Incheon | 0.0411 | 1.1513 | 0.0511 | 0.0208 | 0.0363 | 0.0508 | 0.0413 | 0.0272 | 0.0383 | 0.0649 | 0.0340 | 0.0429 | 0.0282 | 0.0221 | 0.0381 | 0.1068 | 0.0000 |
| (0.0127) | (0.3545) | (0.0155) | (0.0075) | (0.0118) | (0.0156) | (0.0139) | (0.0095) | (0.0124) | (0.0174) | (0.0110) | (0.0130) | (0.0089) | (0.0081) | (0.0109) | (0.0231) | (0.0000) | |
| Gyeonggi | 0.1937 | 0.2244 | 1.3552 | 0.1886 | 0.2564 | 0.3183 | 0.3026 | 0.2079 | 0.1736 | 0.2140 | 0.1396 | 0.1608 | 0.1506 | 0.1975 | 0.1305 | 0.2018 | 0.0000 |
| (0.0702) | (0.0752) | (0.3600) | (0.0582) | (0.0823) | (0.1009) | (0.0991) | (0.0673) | (0.0648) | (0.0734) | (0.0519) | (0.0615) | (0.0531) | (0.0682) | (0.0484) | (0.0718) | (0.0000) | |
| Daejon | 0.0123 | 0.0092 | 0.0092 | 1.0919 | 0.0563 | 0.0197 | 0.0233 | 0.0097 | 0.0140 | 0.0134 | 0.0081 | 0.0132 | 0.0088 | 0.0098 | 0.0116 | 0.0213 | 0.0000 |
| (0.0042) | (0.0033) | (0.0035) | (0.4887) | (0.0265) | (0.0084) | (0.0106) | (0.0039) | (0.0052) | (0.0053) | (0.0034) | (0.0049) | (0.0035) | (0.0039) | (0.0040) | (0.0067) | (0.0000) | |
| Sejong | 0.0048 | 0.0036 | 0.0032 | 0.0091 | 1.1187 | 0.0066 | 0.0062 | 0.0043 | 0.0052 | 0.0047 | 0.0040 | 0.0044 | 0.0047 | 0.0043 | 0.0045 | 0.0103 | 0.0000 |
| (0.0017) | (0.0013) | (0.0012) | (0.0032) | (0.2012) | (0.0026) | (0.0028) | (0.0016) | (0.0019) | (0.0018) | (0.0014) | (0.0016) | (0.0015) | (0.0017) | (0.0015) | (0.0035) | (0.0000) | |
| Chungbuk | 0.0300 | 0.0235 | 0.0291 | 0.0483 | 0.0393 | 1.2240 | 0.0500 | 0.0261 | 0.0522 | 0.0360 | 0.0607 | 0.0669 | 0.0231 | 0.0231 | 0.0208 | 0.0870 | 0.0000 |
| (0.0091) | (0.0081) | (0.0094) | (0.0142) | (0.0146) | (0.2160) | (0.0136) | (0.0100) | (0.0146) | (0.0124) | (0.0152) | (0.0176) | (0.0076) | (0.0076) | (0.0072) | (0.0216) | (0.0000) | |
| Chungnam | 0.0797 | 0.0771 | 0.0778 | 0.0652 | 0.1948 | 0.1720 | 1.2596 | 0.0738 | 0.0583 | 0.0932 | 0.0671 | 0.0794 | 0.0696 | 0.0606 | 0.1069 | 0.1271 | 0.0000 |
| (0.0227) | (0.0205) | (0.0224) | (0.0216) | (0.0537) | (0.0412) | (0.2710) | (0.0227) | (0.0179) | (0.0237) | (0.0198) | (0.0231) | (0.0172) | (0.0190) | (0.0272) | (0.0315) | (0.0000) | |
| Gwangju | 0.0062 | 0.0071 | 0.0068 | 0.0060 | 0.0097 | 0.0085 | 0.0078 | 1.2024 | 0.0270 | 0.0515 | 0.0082 | 0.0091 | 0.0058 | 0.0063 | 0.0108 | 0.0068 | 0.0000 |
| (0.0024) | (0.0026) | (0.0025) | (0.0023) | (0.0041) | (0.0033) | (0.0029) | (0.3224) | (0.0106) | (0.0184) | (0.0028) | (0.0034) | (0.0022) | (0.0023) | (0.0034) | (0.0026) | (0.0000) | |
| Jeonbuk | 0.0348 | 0.0188 | 0.0157 | 0.0183 | 0.0616 | 0.0564 | 0.0200 | 0.0857 | 1.2102 | 0.0291 | 0.0130 | 0.0179 | 0.0108 | 0.0129 | 0.0129 | 0.0194 | 0.0000 |
| (0.0084) | (0.0049) | (0.0047) | (0.0055) | (0.0143) | (0.0125) | (0.0061) | (0.0201) | (0.2072) | (0.0088) | (0.0041) | (0.0054) | (0.0036) | (0.0043) | (0.0040) | (0.0057) | (0.0000) | |
| Jeonnam | 0.0199 | 0.0202 | 0.0244 | 0.0186 | 0.0239 | 0.0350 | 0.0281 | 0.0589 | 0.0515 | 1.2699 | 0.0336 | 0.0296 | 0.0223 | 0.0222 | 0.0251 | 0.0251 | 0.0000 |
| (0.0065) | (0.0065) | (0.0075) | (0.0059) | (0.0083) | (0.0110) | (0.0088) | (0.0227) | (0.0170) | (0.2747) | (0.0107) | (0.0096) | (0.0069) | (0.0074) | (0.0078) | (0.0079) | (0.0000) | |
| Daegu | 0.0192 | 0.0135 | 0.0143 | 0.0176 | 0.0370 | 0.0206 | 0.0224 | 0.0185 | 0.0203 | 0.0204 | 1.2219 | 0.0818 | 0.0248 | 0.0262 | 0.0262 | 0.0372 | 0.0000 |
| (0.0071) | (0.0050) | (0.0055) | (0.0062) | (0.0114) | (0.0083) | (0.0080) | (0.0069) | (0.0075) | (0.0078) | (0.3218) | (0.0327) | (0.0083) | (0.0104) | (0.0093) | (0.0117) | (0.0000) | |
| Gyeongbuk | 0.0751 | 0.0582 | 0.0781 | 0.0966 | 0.1112 | 0.0679 | 0.0948 | 0.0809 | 0.0602 | 0.0985 | 0.1444 | 1.2438 | 0.0550 | 0.0794 | 0.0733 | 0.0732 | 0.0000 |
| (0.0187) | (0.0151) | (0.0193) | (0.0224) | (0.0303) | (0.0194) | (0.0238) | (0.0203) | (0.0175) | (0.0253) | (0.0370) | (0.2127) | (0.0153) | (0.0238) | (0.0190) | (0.0203) | (0.0000) | |
| Busan | 0.0259 | 0.0237 | 0.0210 | 0.0176 | 0.0219 | 0.0212 | 0.0237 | 0.0245 | 0.0276 | 0.0281 | 0.0452 | 0.0397 | 1.2099 | 0.0683 | 0.0709 | 0.0237 | 0.0000 |
| (0.0104) | (0.0088) | (0.0092) | (0.0074) | (0.0093) | (0.0094) | (0.0098) | (0.0109) | (0.0124) | (0.0121) | (0.0153) | (0.0167) | (0.3478) | (0.0340) | (0.0312) | (0.0101) | (0.0000) | |
| Ulsan | 0.1170 | 0.0798 | 0.1233 | 0.0685 | 0.0705 | 0.0579 | 0.0705 | 0.0886 | 0.1934 | 0.0575 | 0.1115 | 0.2533 | 0.1357 | 1.3498 | 0.1696 | 0.0380 | 0.0000 |
| (0.0216) | (0.0153) | (0.0217) | (0.0135) | (0.0157) | (0.0130) | (0.0141) | (0.0170) | (0.0338) | (0.0136) | (0.0209) | (0.0449) | (0.0248) | (0.2871) | (0.0303) | (0.0089) | (0.0000) | |
| Gyeongnam | 0.0295 | 0.0242 | 0.0300 | 0.0306 | 0.0427 | 0.0317 | 0.0545 | 0.0368 | 0.0376 | 0.0557 | 0.0490 | 0.0571 | 0.0626 | 0.0657 | 1.1947 | 0.0538 | 0.0000 |
| (0.0109) | (0.0084) | (0.0108) | (0.0112) | (0.0167) | (0.0114) | (0.0156) | (0.0134) | (0.0142) | (0.0168) | (0.0183) | (0.0200) | (0.0216) | (0.0226) | (0.3569) | (0.0181) | (0.0000) | |
| Gangwon | 0.0073 | 0.0073 | 0.0062 | 0.0052 | 0.0094 | 0.0086 | 0.0071 | 0.0054 | 0.0059 | 0.0071 | 0.0094 | 0.0074 | 0.0052 | 0.0060 | 0.0050 | 1.1281 | 0.0000 |
| (0.0032) | (0.0033) | (0.0028) | (0.0023) | (0.0042) | (0.0040) | (0.0031) | (0.0024) | (0.0026) | (0.0033) | (0.0041) | (0.0033) | (0.0023) | (0.0027) | (0.0022) | (0.2987) | (0.0000) | |
| Jeju | 0.0022 | 0.0020 | 0.0023 | 0.0018 | 0.0030 | 0.0026 | 0.0026 | 0.0033 | 0.0060 | 0.0052 | 0.0024 | 0.0025 | 0.0024 | 0.0025 | 0.0021 | 0.0025 | 1.0000 |
| (0.0011) | (0.0010) | (0.0011) | (0.0009) | (0.0014) | (0.0013) | (0.0013) | (0.0016) | (0.0027) | (0.0027) | (0.0011) | (0.0012) | (0.0011) | (0.0012) | (0.0010) | (0.0012) | (0.0000) | |
| Sum | 1.8821 | 1.8760 | 1.9882 | 1.7906 | 2.2163 | 2.2647 | 2.1651 | 2.0801 | 2.1222 | 2.2031 | 2.0675 | 2.2554 | 1.9214 | 2.0865 | 2.0181 | 2.1030 | 1.0000 |
| (0.6698) | (0.5984) | (0.5666) | (0.7131) | (0.5650) | (0.5563) | (0.5771) | (0.6135) | (0.5100) | (0.5906) | (0.5947) | (0.5422) | (0.5751) | (0.5672) | (0.6197) | (0.6101) | (0.0000) |
| Regions | Seoul | Incheon | Gyeonggi | Daejon | Sejong | Chungbuk | Chungnam | Gwangju | Jeonbuk | Jeonnam | Daegu | Gyeongbuk | Busan | Ulsan | Gyeongnam | Gangwon | Jeju |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 1.1950 | 0.1405 | 0.1379 | 0.1295 | 0.1166 | 0.1570 | 0.1454 | 0.1308 | 0.1208 | 0.1130 | 0.1119 | 0.1314 | 0.1084 | 0.1084 | 0.1082 | 0.1415 | 0.1256 |
| (0.4463) | (0.0698) | (0.0690) | (0.0618) | (0.0564) | (0.0763) | (0.0714) | (0.0641) | (0.0592) | (0.0552) | (0.0550) | (0.0647) | (0.0533) | (0.0532) | (0.0529) | (0.0682) | (0.0600) | |
| Incheon | 0.0434 | 1.1879 | 0.0593 | 0.0475 | 0.0563 | 0.0531 | 0.0486 | 0.0494 | 0.0528 | 0.0373 | 0.0415 | 0.0489 | 0.0347 | 0.0297 | 0.0413 | 0.0632 | 0.0534 |
| (0.0153) | (0.3190) | (0.0206) | (0.0163) | (0.0183) | (0.0187) | (0.0171) | (0.0164) | (0.0175) | (0.0126) | (0.0144) | (0.0164) | (0.0119) | (0.0104) | (0.0136) | (0.0202) | (0.0167) | |
| Gyeonggi | 0.3624 | 0.3293 | 1.4753 | 0.2375 | 0.2766 | 0.3606 | 0.3837 | 0.2956 | 0.2749 | 0.2633 | 0.2345 | 0.2524 | 0.2389 | 0.2176 | 0.2054 | 0.3137 | 0.2815 |
| (0.1305) | (0.1199) | (0.4283) | (0.0875) | (0.1045) | (0.1326) | (0.1435) | (0.1075) | (0.1000) | (0.0918) | (0.0882) | (0.0963) | (0.0892) | (0.0807) | (0.0797) | (0.1150) | (0.1110) | |
| Daejon | 0.0151 | 0.0118 | 0.0158 | 1.1344 | 0.0341 | 0.0216 | 0.0269 | 0.0154 | 0.0140 | 0.0109 | 0.0163 | 0.0137 | 0.0108 | 0.0137 | 0.0098 | 0.0148 | 0.0105 |
| (0.0051) | (0.0047) | (0.0060) | (0.3953) | (0.0163) | (0.0092) | (0.0122) | (0.0061) | (0.0057) | (0.0044) | (0.0063) | (0.0053) | (0.0045) | (0.0055) | (0.0039) | (0.0058) | (0.0042) | |
| Sejong | 0.0086 | 0.0088 | 0.0095 | 0.0142 | 1.1041 | 0.0298 | 0.0160 | 0.0107 | 0.0064 | 0.0073 | 0.0115 | 0.0077 | 0.0081 | 0.0130 | 0.0094 | 0.0054 | 0.0052 |
| (0.0032) | (0.0033) | (0.0032) | (0.0052) | (0.3738) | (0.0098) | (0.0059) | (0.0043) | (0.0024) | (0.0027) | (0.0041) | (0.0028) | (0.0028) | (0.0049) | (0.0033) | (0.0020) | (0.0019) | |
| Chungbuk | 0.0572 | 0.0753 | 0.0846 | 0.1273 | 0.0625 | 1.3168 | 0.1007 | 0.0797 | 0.1042 | 0.0932 | 0.0739 | 0.0920 | 0.0983 | 0.0763 | 0.0751 | 0.1057 | 0.0821 |
| (0.0171) | (0.0224) | (0.0238) | (0.0383) | (0.0225) | (0.2434) | (0.0274) | (0.0297) | (0.0301) | (0.0334) | (0.0241) | (0.0284) | (0.0259) | (0.0204) | (0.0197) | (0.0371) | (0.0227) | |
| Chungnam | 0.0828 | 0.1150 | 0.0894 | 0.1114 | 0.1302 | 0.1343 | 1.2632 | 0.0952 | 0.0973 | 0.0737 | 0.0833 | 0.0964 | 0.0804 | 0.0745 | 0.0932 | 0.1145 | 0.0615 |
| (0.0254) | (0.0321) | (0.0270) | (0.0365) | (0.0420) | (0.0410) | (0.2940) | (0.0293) | (0.0284) | (0.0219) | (0.0250) | (0.0285) | (0.0227) | (0.0229) | (0.0270) | (0.0334) | (0.0189) | |
| Gwangju | 0.0119 | 0.0174 | 0.0140 | 0.0159 | 0.0167 | 0.0141 | 0.0161 | 1.2493 | 0.0412 | 0.0358 | 0.0105 | 0.0188 | 0.0181 | 0.0106 | 0.0117 | 0.0114 | 0.0117 |
| (0.0040) | (0.0053) | (0.0046) | (0.0052) | (0.0060) | (0.0049) | (0.0051) | (0.3296) | (0.0138) | (0.0137) | (0.0036) | (0.0058) | (0.0055) | (0.0034) | (0.0038) | (0.0039) | (0.0044) | |
| Jeonbuk | 0.0178 | 0.0234 | 0.0215 | 0.0258 | 0.0190 | 0.0300 | 0.0278 | 0.0429 | 1.1931 | 0.0255 | 0.0187 | 0.0212 | 0.0246 | 0.0199 | 0.0171 | 0.0202 | 0.0196 |
| (0.0058) | (0.0076) | (0.0065) | (0.0082) | (0.0064) | (0.0092) | (0.0086) | (0.0143) | (0.3450) | (0.0088) | (0.0061) | (0.0069) | (0.0080) | (0.0066) | (0.0055) | (0.0067) | (0.0073) | |
| Jeonnam | 0.0336 | 0.0379 | 0.0385 | 0.0298 | 0.0374 | 0.0392 | 0.0379 | 0.0911 | 0.0487 | 1.1431 | 0.0480 | 0.0441 | 0.0469 | 0.0325 | 0.0354 | 0.0392 | 0.0361 |
| (0.0100) | (0.0112) | (0.0110) | (0.0093) | (0.0124) | (0.0121) | (0.0112) | (0.0328) | (0.0155) | (0.4499) | (0.0149) | (0.0136) | (0.0132) | (0.0101) | (0.0106) | (0.0112) | (0.0111) | |
| Daegu | 0.0212 | 0.0188 | 0.0198 | 0.0227 | 0.0219 | 0.0441 | 0.0348 | 0.0316 | 0.0335 | 0.0248 | 1.2383 | 0.1062 | 0.0275 | 0.0652 | 0.0396 | 0.0660 | 0.0255 |
| (0.0081) | (0.0070) | (0.0074) | (0.0087) | (0.0083) | (0.0168) | (0.0126) | (0.0113) | (0.0116) | (0.0091) | (0.3775) | (0.0408) | (0.0103) | (0.0228) | (0.0147) | (0.0218) | (0.0095) | |
| Gyeongbuk | 0.0701 | 0.0595 | 0.0752 | 0.0684 | 0.1019 | 0.0982 | 0.1021 | 0.0749 | 0.0659 | 0.0759 | 0.1203 | 1.2863 | 0.0825 | 0.1244 | 0.0965 | 0.0742 | 0.1471 |
| (0.0215) | (0.0181) | (0.0228) | (0.0206) | (0.0327) | (0.0297) | (0.0317) | (0.0227) | (0.0205) | (0.0230) | (0.0385) | (0.3623) | (0.0246) | (0.0386) | (0.0281) | (0.0233) | (0.0426) | |
| Busan | 0.0295 | 0.0258 | 0.0249 | 0.0313 | 0.0329 | 0.0380 | 0.0321 | 0.0318 | 0.0323 | 0.0437 | 0.0425 | 0.0340 | 1.2109 | 0.0620 | 0.1096 | 0.0334 | 0.0468 |
| (0.0119) | (0.0106) | (0.0102) | (0.0127) | (0.0127) | (0.0152) | (0.0131) | (0.0137) | (0.0133) | (0.0166) | (0.0162) | (0.0146) | (0.3755) | (0.0287) | (0.0439) | (0.0139) | (0.0188) | |
| Ulsan | 0.0472 | 0.0415 | 0.0390 | 0.0405 | 0.0441 | 0.0475 | 0.0458 | 0.0416 | 0.0434 | 0.0421 | 0.0500 | 0.0602 | 0.0554 | 1.1785 | 0.0510 | 0.0410 | 0.0339 |
| (0.0125) | (0.0102) | (0.0094) | (0.0107) | (0.0124) | (0.0128) | (0.0117) | (0.0109) | (0.0109) | (0.0117) | (0.0133) | (0.0162) | (0.0152) | (0.4109) | (0.0140) | (0.0112) | (0.0097) | |
| Gyeongnam | 0.0366 | 0.0337 | 0.0362 | 0.0478 | 0.0644 | 0.0441 | 0.0468 | 0.0458 | 0.0462 | 0.0401 | 0.0495 | 0.0557 | 0.0825 | 0.0672 | 1.2250 | 0.0468 | 0.0300 |
| (0.0137) | (0.0119) | (0.0131) | (0.0183) | (0.0240) | (0.0165) | (0.0167) | (0.0175) | (0.0168) | (0.0149) | (0.0182) | (0.0210) | (0.0298) | (0.0247) | (0.4100) | (0.0191) | (0.0110) | |
| Gangwon | 0.0096 | 0.0096 | 0.0075 | 0.0099 | 0.0092 | 0.0120 | 0.0083 | 0.0079 | 0.0072 | 0.0065 | 0.0071 | 0.0072 | 0.0074 | 0.0063 | 0.0109 | 1.1549 | 0.0076 |
| (0.0040) | (0.0039) | (0.0032) | (0.0042) | (0.0039) | (0.0052) | (0.0035) | (0.0032) | (0.0030) | (0.0027) | (0.0030) | (0.0031) | (0.0030) | (0.0026) | (0.0039) | (0.3523) | (0.0033) | |
| Jeju | 0.0023 | 0.0023 | 0.0024 | 0.0025 | 0.0027 | 0.0026 | 0.0024 | 0.0035 | 0.0041 | 0.0035 | 0.0026 | 0.0025 | 0.0026 | 0.0021 | 0.0023 | 0.0024 | 1.1665 |
| (0.0011) | (0.0011) | (0.0012) | (0.0012) | (0.0013) | (0.0013) | (0.0011) | (0.0017) | (0.0022) | (0.0018) | (0.0012) | (0.0012) | (0.0012) | (0.0010) | (0.0011) | (0.0012) | (0.4356) | |
| Sum | 2.0445 | 2.1383 | 2.1508 | 2.0966 | 2.1306 | 2.4430 | 2.3387 | 2.2973 | 2.1861 | 2.0397 | 2.1603 | 2.2787 | 2.1378 | 2.1018 | 2.1414 | 2.2483 | 2.1446 |
| (0.7357) | (0.6580) | (0.6675) | (0.7400) | (0.7537) | (0.6548) | (0.6868) | (0.7152) | (0.6960) | (0.7742) | (0.7095) | (0.7278) | (0.6965) | (0.7475) | (0.7355) | (0.7462) | (0.7887) |
| Regions | Seoul | Incheon | Gyeonggi | Daejon | Sejong | Chungbuk | Chungnam | Gwangju | Jeonbuk | Jeonnam | Daegu | Gyeongbuk | Busan | Ulsan | Gyeongnam | Gangwon | Jeju |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 1.1707 | 0.0990 | 0.1045 | 0.0698 | 0.0710 | 0.0825 | 0.0866 | 0.0707 | 0.0744 | 0.0794 | 0.0668 | 0.0770 | 0.0657 | 0.0740 | 0.0715 | 0.0900 | 0.0733 |
| (0.8563) | (0.0511) | (0.0533) | (0.0372) | (0.0369) | (0.0422) | (0.0446) | (0.0354) | (0.0377) | (0.0403) | (0.0340) | (0.0393) | (0.0331) | (0.0371) | (0.0359) | (0.0447) | (0.0368) | |
| Incheon | 0.0111 | 1.0960 | 0.0104 | 0.0094 | 0.0081 | 0.0103 | 0.0109 | 0.0080 | 0.0098 | 0.0106 | 0.0091 | 0.0106 | 0.0094 | 0.0079 | 0.0081 | 0.0104 | 0.0085 |
| (0.0044) | (0.8152) | (0.0044) | (0.0039) | (0.0032) | (0.0043) | (0.0045) | (0.0032) | (0.0040) | (0.0044) | (0.0037) | (0.0044) | (0.0037) | (0.0032) | (0.0033) | (0.0043) | (0.0036) | |
| Gyeonggi | 0.0710 | 0.0748 | 1.1613 | 0.0525 | 0.0521 | 0.0626 | 0.0691 | 0.0500 | 0.0554 | 0.0505 | 0.0492 | 0.0533 | 0.0457 | 0.0450 | 0.0473 | 0.0627 | 0.0535 |
| (0.0301) | (0.0310) | (0.8437) | (0.0228) | (0.0226) | (0.0269) | (0.0298) | (0.0214) | (0.0236) | (0.0217) | (0.0215) | (0.0233) | (0.0196) | (0.0197) | (0.0204) | (0.0266) | (0.0225) | |
| Daejon | 0.0045 | 0.0031 | 0.0034 | 1.1166 | 0.0361 | 0.0089 | 0.0196 | 0.0040 | 0.0046 | 0.0063 | 0.0037 | 0.0049 | 0.0045 | 0.0038 | 0.0032 | 0.0033 | 0.0037 |
| (0.0020) | (0.0013) | (0.0015) | (0.8253) | (0.0175) | (0.0042) | (0.0104) | (0.0017) | (0.0020) | (0.0028) | (0.0016) | (0.0021) | (0.0019) | (0.0017) | (0.0014) | (0.0014) | (0.0016) | |
| Sejong | 0.0011 | 0.0009 | 0.0010 | 0.0062 | 1.0756 | 0.0028 | 0.0055 | 0.0011 | 0.0016 | 0.0011 | 0.0009 | 0.0016 | 0.0011 | 0.0040 | 0.0008 | 0.0010 | 0.0009 |
| (0.0004) | (0.0004) | (0.0004) | (0.0025) | (0.8067) | (0.0012) | (0.0027) | (0.0004) | (0.0006) | (0.0004) | (0.0004) | (0.0006) | (0.0004) | (0.0015) | (0.0003) | (0.0004) | (0.0003) | |
| Chungbuk | 0.0094 | 0.0092 | 0.0097 | 0.0137 | 0.0141 | 1.1128 | 0.0128 | 0.0108 | 0.0097 | 0.0086 | 0.0095 | 0.0102 | 0.0087 | 0.0077 | 0.0076 | 0.0107 | 0.0083 |
| (0.0034) | (0.0032) | (0.0034) | (0.0052) | (0.0056) | (0.8240) | (0.0045) | (0.0044) | (0.0034) | (0.0031) | (0.0034) | (0.0036) | (0.0031) | (0.0026) | (0.0026) | (0.0038) | (0.0029) | |
| Chungnam | 0.0127 | 0.0118 | 0.0137 | 0.0254 | 0.0430 | 0.0148 | 1.1053 | 0.0116 | 0.0119 | 0.0139 | 0.0113 | 0.0125 | 0.0104 | 0.0101 | 0.0111 | 0.0117 | 0.0111 |
| (0.0044) | (0.0040) | (0.0047) | (0.0093) | (0.0202) | (0.0054) | (0.8179) | (0.0039) | (0.0041) | (0.0047) | (0.0039) | (0.0042) | (0.0034) | (0.0034) | (0.0036) | (0.0039) | (0.0039) | |
| Gwangju | 0.0023 | 0.0022 | 0.0021 | 0.0027 | 0.0027 | 0.0025 | 0.0025 | 1.1146 | 0.0098 | 0.0330 | 0.0019 | 0.0022 | 0.0022 | 0.0020 | 0.0021 | 0.0020 | 0.0053 |
| (0.0009) | (0.0009) | (0.0009) | (0.0012) | (0.0012) | (0.0011) | (0.0011) | (0.8284) | (0.0050) | (0.0162) | (0.0008) | (0.0009) | (0.0009) | (0.0008) | (0.0009) | (0.0008) | (0.0028) | |
| Jeonbuk | 0.0056 | 0.0048 | 0.0047 | 0.0074 | 0.0077 | 0.0048 | 0.0065 | 0.0087 | 1.1256 | 0.0083 | 0.0044 | 0.0049 | 0.0050 | 0.0046 | 0.0045 | 0.0050 | 0.0082 |
| (0.0020) | (0.0017) | (0.0017) | (0.0027) | (0.0031) | (0.0017) | (0.0025) | (0.0039) | (0.8324) | (0.0034) | (0.0016) | (0.0017) | (0.0018) | (0.0016) | (0.0016) | (0.0017) | (0.0037) | |
| Jeonnam | 0.0071 | 0.0068 | 0.0067 | 0.0068 | 0.0077 | 0.0066 | 0.0066 | 0.0272 | 0.0106 | 1.1005 | 0.0065 | 0.0066 | 0.0069 | 0.0068 | 0.0067 | 0.0062 | 0.0081 |
| (0.0026) | (0.0025) | (0.0024) | (0.0025) | (0.0028) | (0.0024) | (0.0024) | (0.0105) | (0.0041) | (0.8191) | (0.0024) | (0.0024) | (0.0024) | (0.0026) | (0.0024) | (0.0022) | (0.0032) | |
| Daegu | 0.0035 | 0.0032 | 0.0032 | 0.0040 | 0.0040 | 0.0076 | 0.0034 | 0.0053 | 0.0037 | 0.0038 | 1.1257 | 0.0308 | 0.0052 | 0.0059 | 0.0063 | 0.0037 | 0.0033 |
| (0.0015) | (0.0014) | (0.0014) | (0.0017) | (0.0016) | (0.0030) | (0.0015) | (0.0021) | (0.0016) | (0.0016) | (0.8337) | (0.0155) | (0.0022) | (0.0025) | (0.0026) | (0.0015) | (0.0015) | |
| Gyeongbuk | 0.0090 | 0.0082 | 0.0082 | 0.0086 | 0.0104 | 0.0084 | 0.0083 | 0.0094 | 0.0081 | 0.0082 | 0.0237 | 1.1057 | 0.0114 | 0.0135 | 0.0109 | 0.0087 | 0.0090 |
| (0.0033) | (0.0030) | (0.0030) | (0.0032) | (0.0040) | (0.0031) | (0.0030) | (0.0033) | (0.0029) | (0.0029) | (0.0090) | (0.8215) | (0.0041) | (0.0048) | (0.0039) | (0.0033) | (0.0032) | |
| Busan | 0.0064 | 0.0049 | 0.0051 | 0.0055 | 0.0053 | 0.0050 | 0.0053 | 0.0053 | 0.0055 | 0.0060 | 0.0071 | 0.0076 | 1.1358 | 0.0468 | 0.0371 | 0.0053 | 0.0069 |
| (0.0028) | (0.0022) | (0.0023) | (0.0023) | (0.0023) | (0.0022) | (0.0023) | (0.0023) | (0.0024) | (0.0026) | (0.0031) | (0.0035) | (0.8381) | (0.0252) | (0.0183) | (0.0023) | (0.0031) | |
| Ulsan | 0.0060 | 0.0055 | 0.0057 | 0.0057 | 0.0058 | 0.0053 | 0.0054 | 0.0055 | 0.0060 | 0.0068 | 0.0068 | 0.0075 | 0.0085 | 1.1002 | 0.0076 | 0.0057 | 0.0058 |
| (0.0017) | (0.0016) | (0.0016) | (0.0016) | (0.0017) | (0.0015) | (0.0015) | (0.0015) | (0.0017) | (0.0020) | (0.0020) | (0.0022) | (0.0027) | (0.8159) | (0.0024) | (0.0016) | (0.0017) | |
| Gyeongnam | 0.0068 | 0.0056 | 0.0061 | 0.0074 | 0.0058 | 0.0056 | 0.0063 | 0.0083 | 0.0062 | 0.0073 | 0.0096 | 0.0095 | 0.0246 | 0.0129 | 1.1226 | 0.0057 | 0.0056 |
| (0.0026) | (0.0021) | (0.0023) | (0.0030) | (0.0022) | (0.0022) | (0.0025) | (0.0031) | (0.0024) | (0.0028) | (0.0037) | (0.0037) | (0.0103) | (0.0051) | (0.8304) | (0.0022) | (0.0022) | |
| Gangwon | 0.0052 | 0.0041 | 0.0040 | 0.0053 | 0.0040 | 0.0043 | 0.0042 | 0.0027 | 0.0029 | 0.0032 | 0.0037 | 0.0048 | 0.0038 | 0.0030 | 0.0029 | 1.1076 | 0.0040 |
| (0.0023) | (0.0018) | (0.0018) | (0.0024) | (0.0018) | (0.0019) | (0.0018) | (0.0012) | (0.0012) | (0.0014) | (0.0016) | (0.0020) | (0.0016) | (0.0013) | (0.0012) | (0.8240) | (0.0017) | |
| Jeju | 0.0024 | 0.0020 | 0.0023 | 0.0021 | 0.0023 | 0.0020 | 0.0022 | 0.0028 | 0.0052 | 0.0053 | 0.0021 | 0.0023 | 0.0026 | 0.0021 | 0.0021 | 0.0017 | 1.1253 |
| (0.0011) | (0.0009) | (0.0011) | (0.0010) | (0.0010) | (0.0009) | (0.0010) | (0.0014) | (0.0027) | (0.0026) | (0.0010) | (0.0010) | (0.0011) | (0.0010) | (0.0010) | (0.0008) | (0.8321) | |
| Sum | 1.3350 | 1.3420 | 1.3522 | 1.3491 | 1.3559 | 1.3467 | 1.3604 | 1.3458 | 1.3512 | 1.3528 | 1.3422 | 1.3521 | 1.3516 | 1.3502 | 1.3525 | 1.3416 | 1.3408 |
| (0.9219) | (0.9242) | (0.9299) | (0.9278) | (0.9344) | (0.9282) | (0.9341) | (0.9279) | (0.9318) | (0.9321) | (0.9272) | (0.9321) | (0.9304) | (0.9300) | (0.9322) | (0.9257) | (0.9267) |
| Regions | Seoul | Incheon | Gyeonggi | Daejon | Sejong | Chungbuk | Chungnam | Gwangju | Jeonbuk | Jeonnam | Daegu | Gyeongbuk | Busan | Ulsan | Gyeongnam | Gangwon | Jeju |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 1.1542 | 0.1127 | 0.1145 | 0.1070 | 0.1004 | 0.1098 | 0.1074 | 0.0878 | 0.0993 | 0.1172 | 0.0888 | 0.1086 | 0.0921 | 0.0981 | 0.0992 | 0.1123 | 0.0932 |
| (0.6432) | (0.0607) | (0.0619) | (0.0569) | (0.0535) | (0.0569) | (0.0564) | (0.0440) | (0.0500) | (0.0610) | (0.0457) | (0.0566) | (0.0476) | (0.0503) | (0.0510) | (0.0581) | (0.0478) | |
| Incheon | 0.0390 | 1.1217 | 0.0363 | 0.0335 | 0.0247 | 0.0339 | 0.0286 | 0.0246 | 0.0349 | 0.0249 | 0.0266 | 0.0286 | 0.0236 | 0.0215 | 0.0257 | 0.0326 | 0.0240 |
| (0.0124) | (0.6200) | (0.0123) | (0.0113) | (0.0087) | (0.0116) | (0.0101) | (0.0083) | (0.0118) | (0.0089) | (0.0093) | (0.0101) | (0.0082) | (0.0076) | (0.0088) | (0.0108) | (0.0082) | |
| Gyeonggi | 0.1851 | 0.1707 | 1.2771 | 0.1643 | 0.1492 | 0.1698 | 0.1654 | 0.1518 | 0.1656 | 0.1666 | 0.1355 | 0.1475 | 0.1358 | 0.1218 | 0.1171 | 0.2009 | 0.1497 |
| (0.0677) | (0.0612) | (0.6629) | (0.0582) | (0.0560) | (0.0619) | (0.0619) | (0.0539) | (0.0595) | (0.0599) | (0.0497) | (0.0560) | (0.0496) | (0.0458) | (0.0452) | (0.0704) | (0.0529) | |
| Daejon | 0.0086 | 0.0066 | 0.0082 | 1.1087 | 0.0356 | 0.0155 | 0.0241 | 0.0076 | 0.0087 | 0.0092 | 0.0083 | 0.0091 | 0.0066 | 0.0099 | 0.0069 | 0.0089 | 0.0067 |
| (0.0040) | (0.0029) | (0.0034) | (0.5974) | (0.0178) | (0.0067) | (0.0124) | (0.0032) | (0.0037) | (0.0039) | (0.0034) | (0.0038) | (0.0028) | (0.0038) | (0.0029) | (0.0037) | (0.0028) | |
| Sejong | 0.0038 | 0.0036 | 0.0048 | 0.0078 | 1.0459 | 0.0100 | 0.0094 | 0.0029 | 0.0028 | 0.0037 | 0.0038 | 0.0029 | 0.0031 | 0.0034 | 0.0026 | 0.0031 | 0.0023 |
| (0.0012) | (0.0011) | (0.0013) | (0.0026) | (0.5606) | (0.0028) | (0.0032) | (0.0010) | (0.0011) | (0.0011) | (0.0012) | (0.0010) | (0.0010) | (0.0013) | (0.0009) | (0.0011) | (0.0008) | |
| Chungbuk | 0.0414 | 0.0376 | 0.0518 | 0.0810 | 0.0628 | 1.1865 | 0.0510 | 0.0382 | 0.0438 | 0.0380 | 0.0425 | 0.0555 | 0.0494 | 0.0455 | 0.0372 | 0.0686 | 0.0583 |
| (0.0114) | (0.0107) | (0.0134) | (0.0212) | (0.0182) | (0.5845) | (0.0140) | (0.0106) | (0.0118) | (0.0105) | (0.0117) | (0.0140) | (0.0120) | (0.0111) | (0.0096) | (0.0172) | (0.0135) | |
| Chungnam | 0.0732 | 0.0833 | 0.0705 | 0.0784 | 0.1244 | 0.1009 | 1.2203 | 0.0695 | 0.0827 | 0.0736 | 0.0626 | 0.0840 | 0.0640 | 0.0573 | 0.0745 | 0.0779 | 0.0566 |
| (0.0196) | (0.0217) | (0.0192) | (0.0229) | (0.0423) | (0.0282) | (0.6110) | (0.0191) | (0.0224) | (0.0202) | (0.0170) | (0.0227) | (0.0168) | (0.0158) | (0.0199) | (0.0212) | (0.0168) | |
| Gwangju | 0.0083 | 0.0069 | 0.0081 | 0.0117 | 0.0082 | 0.0083 | 0.0082 | 1.1410 | 0.0229 | 0.0406 | 0.0079 | 0.0084 | 0.0069 | 0.0071 | 0.0062 | 0.0094 | 0.0095 |
| (0.0028) | (0.0024) | (0.0028) | (0.0037) | (0.0031) | (0.0029) | (0.0029) | (0.6273) | (0.0087) | (0.0198) | (0.0027) | (0.0030) | (0.0025) | (0.0024) | (0.0023) | (0.0031) | (0.0036) | |
| Jeonbuk | 0.0149 | 0.0122 | 0.0178 | 0.0252 | 0.0193 | 0.0217 | 0.0235 | 0.0267 | 1.1851 | 0.0236 | 0.0165 | 0.0162 | 0.0197 | 0.0117 | 0.0132 | 0.0214 | 0.0147 |
| (0.0046) | (0.0039) | (0.0049) | (0.0073) | (0.0061) | (0.0062) | (0.0068) | (0.0083) | (0.5868) | (0.0077) | (0.0050) | (0.0047) | (0.0057) | (0.0038) | (0.0040) | (0.0063) | (0.0054) | |
| Jeonnam | 0.0356 | 0.0339 | 0.0308 | 0.0276 | 0.0419 | 0.0276 | 0.0324 | 0.0858 | 0.0518 | 1.2033 | 0.0466 | 0.0459 | 0.0419 | 0.0487 | 0.0362 | 0.0382 | 0.0350 |
| (0.0106) | (0.0100) | (0.0091) | (0.0085) | (0.0129) | (0.0085) | (0.0097) | (0.0265) | (0.0160) | (0.5411) | (0.0130) | (0.0134) | (0.0123) | (0.0142) | (0.0108) | (0.0111) | (0.0108) | |
| Daegu | 0.0132 | 0.0096 | 0.0101 | 0.0115 | 0.0113 | 0.0130 | 0.0132 | 0.0142 | 0.0136 | 0.0142 | 1.1360 | 0.0480 | 0.0156 | 0.0267 | 0.0168 | 0.0163 | 0.0122 |
| (0.0051) | (0.0039) | (0.0041) | (0.0046) | (0.0046) | (0.0052) | (0.0052) | (0.0053) | (0.0053) | (0.0057) | (0.6187) | (0.0230) | (0.0061) | (0.0097) | (0.0067) | (0.0060) | (0.0049) | |
| Gyeongbuk | 0.0607 | 0.0532 | 0.0568 | 0.0560 | 0.0745 | 0.0621 | 0.0544 | 0.0594 | 0.0567 | 0.0728 | 0.0919 | 1.2248 | 0.0628 | 0.0929 | 0.0775 | 0.0669 | 0.0899 |
| (0.0161) | (0.0149) | (0.0156) | (0.0152) | (0.0195) | (0.0173) | (0.0157) | (0.0158) | (0.0159) | (0.0187) | (0.0276) | (0.5703) | (0.0169) | (0.0259) | (0.0201) | (0.0187) | (0.0223) | |
| Busan | 0.0239 | 0.0152 | 0.0204 | 0.0245 | 0.0400 | 0.0224 | 0.0189 | 0.0214 | 0.0249 | 0.0328 | 0.0290 | 0.0261 | 1.1677 | 0.0659 | 0.0793 | 0.0258 | 0.0358 |
| (0.0089) | (0.0061) | (0.0078) | (0.0090) | (0.0138) | (0.0084) | (0.0073) | (0.0081) | (0.0094) | (0.0122) | (0.0105) | (0.0104) | (0.6072) | (0.0336) | (0.0338) | (0.0095) | (0.0123) | |
| Ulsan | 0.0343 | 0.0283 | 0.0324 | 0.0351 | 0.0331 | 0.0316 | 0.0283 | 0.0336 | 0.0349 | 0.0373 | 0.0414 | 0.0455 | 0.0506 | 1.1501 | 0.0469 | 0.0333 | 0.0385 |
| (0.0083) | (0.0068) | (0.0078) | (0.0086) | (0.0078) | (0.0077) | (0.0070) | (0.0080) | (0.0083) | (0.0089) | (0.0102) | (0.0110) | (0.0128) | (0.5683) | (0.0117) | (0.0082) | (0.0093) | |
| Gyeongnam | 0.0435 | 0.0250 | 0.0308 | 0.0413 | 0.0603 | 0.0288 | 0.0278 | 0.0289 | 0.0422 | 0.0611 | 0.0357 | 0.0537 | 0.0777 | 0.0839 | 1.2344 | 0.0267 | 0.0284 |
| (0.0134) | (0.0083) | (0.0099) | (0.0131) | (0.0187) | (0.0094) | (0.0091) | (0.0096) | (0.0134) | (0.0185) | (0.0119) | (0.0170) | (0.0270) | (0.0258) | (0.5952) | (0.0090) | (0.0092) | |
| Gangwon | 0.0117 | 0.0123 | 0.0102 | 0.0119 | 0.0116 | 0.0126 | 0.0095 | 0.0079 | 0.0100 | 0.0142 | 0.0093 | 0.0119 | 0.0123 | 0.0118 | 0.0147 | 1.1614 | 0.0141 |
| (0.0047) | (0.0048) | (0.0041) | (0.0048) | (0.0047) | (0.0050) | (0.0038) | (0.0033) | (0.0039) | (0.0054) | (0.0038) | (0.0048) | (0.0047) | (0.0045) | (0.0052) | (0.5756) | (0.0054) | |
| Jeju | 0.0019 | 0.0017 | 0.0020 | 0.0019 | 0.0019 | 0.0018 | 0.0017 | 0.0024 | 0.0038 | 0.0060 | 0.0018 | 0.0020 | 0.0020 | 0.0019 | 0.0019 | 0.0021 | 1.1517 |
| (0.0010) | (0.0008) | (0.0010) | (0.0009) | (0.0009) | (0.0009) | (0.0008) | (0.0012) | (0.0021) | (0.0030) | (0.0009) | (0.0009) | (0.0009) | (0.0009) | (0.0009) | (0.0010) | (0.6248) | |
| Sum | 1.7534 | 1.7345 | 1.7824 | 1.8273 | 1.8452 | 1.8564 | 1.8238 | 1.8037 | 1.8838 | 1.9390 | 1.7843 | 1.9186 | 1.8318 | 1.8581 | 1.8902 | 1.9058 | 1.8206 |
| (0.8350) | (0.8401) | (0.8416) | (0.8462) | (0.8492) | (0.8241) | (0.8374) | (0.8533) | (0.8301) | (0.8066) | (0.8422) | (0.8226) | (0.8341) | (0.8248) | (0.8288) | (0.8312) | (0.8508) |
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| Voltages | Lengths of Transmission Lines (Unit: C-km) | Number of Substations | Capacities of Substitution Facilities (Unit: MVA) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2030 | 2038 | 2023 | 2030 | 2038 | 2023 | 2030 | 2038 | |
| 765 kV | 1024 | 1032 | 1032 | 8 | 9 | 9 | 46,110 | 56,110 | 56,110 |
| 345 kV | 9994 | 13,134 | 19,284 | 117 | 154 | 179 | 146,470 | 193,970 | 228,970 |
| 154 kV | 24,086 | 31,317 | 37,049 | 775 | 951 | 1081 | 160,586 | 187,226 | 204,646 |
| High-voltage direct current | 492 | 1768 | 3818 | 6 | 17 | 28 | 4400 | 35,900 | 55,400 |
| Total | 35,596 | 47,251 | 61,183 | 906 | 1131 | 1297 | 357,566 | 473,206 | 545,126 |
| Sources | Countries | Specific Electric Power Sector(s) |
|---|---|---|
| Schreiner and Madlener [26] | Germany | Power grid infrastructure |
| Pfeifenberger and Hou [27] | United States and Canada | Transmission infrastructure |
| IFC Development Impact Department [28] | India and Bhutan | Transmission project |
| Han et al. [29] | South Korea | Electricity generation |
| Kim and Yoo [30] | South Korea | Nuclear power and renewable energy |
| Nagashima et al. [31] | Japan | Wind power generation |
| Garrett-Peltier [32] | United States | Energy efficiency, renewables, fossil fuels in electricity |
| O’Sullivan and Edler [33] | Germany | Renewable energy |
| Tourkolias and Mirasgedis [34] | Greece | Renewable energy technologies |
| Corona et al. [35] | Spain | Concentrated solar power |
| Henriques et al. [36] | Portugal | Renewable energy targets for electricity generation |
| Hongtao and Wenjia [37] | China | Electricity generation |
| Jongdeepaisal and Nasu [38] | Japan | Biomass power plants resource production and consumption |
| Kamidelivand et al. [39] | Ireland | Renewables substituting gas/coal for electricity |
| Mikulić et al. [40] | Croatia | Wind power plants |
| Aniello et al. [41] | Germany | Renewable energy technologies |
| Allan et al. [42] | United Kingdom | Offshore wind |
| Wu et al. [43] | Taiwan | Renewable energy |
| Lee et al. [44] | Japan and South Korea | Electricity generation |
| Luo et al. [45] | Multiple | Renewable energy |
| Sectors | Descriptions | Investment Share |
|---|---|---|
| Manufacturing of apparatus for converting electrical energy (e.g., inverters, rectifiers, and transformers), and devices for controlling electricity supply, distribution, and voltage regulation in power systems | 15.51% |
| Production of insulated wires, cables, optical fiber cables, and related conductors for power transmission, telecommunications, and electrical installations | 7.91% |
| Manufacturing of electrical equipment not elsewhere classified, including batteries, accumulators, lighting equipment, electrical fittings, and miscellaneous domestic appliances | 0.23% |
| Professional services supporting construction, including architectural design, engineering consulting, surveying, and project management for buildings and civil infrastructure | 14.38% |
| All other construction activities excluding specialized building or civil engineering, such as repair of structures, installation of industrial machinery, and general contracting for non-building works | 61.97% |
| Total | 100.00% |
| Years | 1. Capacitors, Rectifiers, and Electric Transmission and Distribution Equipment | 2. Electric Wires and Cables | 3. Other Electrical Equipment | 4. Architecture-Related Services | 5. Other Constructions | Totals |
|---|---|---|---|---|---|---|
| 2025 | 1059 | 540 | 16 | 982 | 4231 | 6827 |
| 2026 | 811 | 413 | 12 | 752 | 3239 | 5227 |
| 2027 | 797 | 406 | 12 | 739 | 3185 | 5140 |
| 2028 | 804 | 410 | 12 | 745 | 3212 | 5183 |
| 2029 | 977 | 498 | 14 | 906 | 3903 | 6298 |
| 2030 | 1200 | 612 | 18 | 1112 | 4793 | 7734 |
| 2031 | 1063 | 542 | 16 | 985 | 4245 | 6850 |
| 2032 | 740 | 377 | 11 | 686 | 2956 | 4770 |
| 2033 | 772 | 394 | 11 | 716 | 3084 | 4977 |
| 2034 | 613 | 312 | 9 | 568 | 2448 | 3950 |
| 2035 | 613 | 312 | 9 | 568 | 2448 | 3950 |
| 2036 | 613 | 312 | 9 | 568 | 2448 | 3950 |
| 2037 | 613 | 312 | 9 | 568 | 2448 | 3950 |
| 2038 | 613 | 312 | 9 | 568 | 2448 | 3950 |
| Totals | 11,287 | 5753 | 167 | 10,464 | 45,087 | 72,757 |
| Sector Numbers | Sectors |
|---|---|
| 1. | Agricultural, forest, and fishery goods |
| 2. | Mined and quarried goods |
| 3. | Food, beverages, and tobacco products |
| 4. | Textile and leather products |
| 5. | Wood and paper products and printing and reproduction of recorded media |
| 6. | Petroleum and coal products |
| 7. | Chemical products |
| 8. | Non-metallic mineral products |
| 9. | Basic metal products |
| 10. | Fabricated metal products, except machinery and furniture |
| 11. | Computing machinery, electronic equipment, and optical instruments |
| 12. | Electrical equipment |
| 13. | Machinery and equipment |
| 14. | Transport equipment |
| 15. | Other manufactured products |
| 16. | Manufacturing services and repair services of industrial equipment |
| 17. | Electricity, gas, and steam supply |
| 18. | Water supply and sewage and waste treatment and disposal services |
| 19. | Construction |
| 20. | Wholesale and retail trade and commodity brokerage services |
| 21. | Transportation |
| 22. | Food services and accommodation |
| 23. | Communications and broadcasting |
| 24. | Finance and insurance |
| 25. | Real estate services |
| 26. | Professional, scientific, and technical services |
| 27. | Business support services |
| 28. | Public administration, defense, and social security services |
| 29. | Education services |
| 30. | Health and social care services |
| 31. | Art, sports, and leisure services |
| 32. | Other services |
| 33. | Others |
| 1. Capacitors, Rectifiers, and Electric Transmission and Distribution Equipment | 2. Electric Wires and Cables | 3. Other Electrical Equipment | 4. Architecture-Related Services | 5. Other Constructions | |
|---|---|---|---|---|---|
| Production-inducing effect (unit: KRW) | 1.8841 | 2.1037 | 1.8881 | 1.2937 | 1.7950 |
| Effects on the key investment sector | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
| Effects on other sectors | 0.8841 | 1.1037 | 0.8881 | 0.2937 | 0.7950 |
| Value-added creation effect (unit: KRW) | 0.5555 | 0.5093 | 0.4955 | 0.8996 | 0.7854 |
| Effects on the key investment sector | 0.2578 | 0.1593 | 0.2989 | 0.7743 | 0.5275 |
| Effects on other sectors | 0.2977 | 0.3499 | 0.1966 | 0.1254 | 0.2579 |
| Wage-inducing effect (unit: KRW) | 0.2702 | 0.2358 | 0.2456 | 0.5004 | 0.4715 |
| Effects on the key investment sector | 0.1355 | 0.0781 | 0.1363 | 0.4445 | 0.3517 |
| Effects on other sectors | 0.1347 | 0.1577 | 0.1093 | 0.0559 | 0.1198 |
| Job-creation effect (unit: persons) | 4.5146 | 4.3871 | 4.9376 | 7.2883 | 9.4148 |
| Effects on the key investment sector | 1.7622 | 1.1768 | 2.1497 | 5.8011 | 6.9756 |
| Effects on other sectors | 2.7524 | 3.2103 | 2.7879 | 1.4872 | 2.4391 |
| Years | Scheduled Investments | Production-Inducing Effects | Value-Added Creation Effects | Wage-Inducing Effects | Job-Creation Effects |
|---|---|---|---|---|---|
| 2025 | 6827 | 12,025 | 5077 | 2903 | 54,212 |
| 2026 | 5227 | 9207 | 3887 | 2223 | 41,511 |
| 2027 | 5140 | 9054 | 3823 | 2186 | 40,818 |
| 2028 | 5183 | 9129 | 3854 | 2204 | 41,157 |
| 2029 | 6298 | 11,093 | 4684 | 2678 | 50,013 |
| 2030 | 7734 | 13,623 | 5752 | 3289 | 61,418 |
| 2031 | 6850 | 12,065 | 5094 | 2913 | 54,396 |
| 2032 | 4770 | 8401 | 3547 | 2028 | 37,875 |
| 2033 | 4977 | 8767 | 3701 | 2117 | 39,525 |
| 2034 | 3950 | 6958 | 2937 | 1680 | 31,367 |
| 2035 | 3950 | 6958 | 2937 | 1680 | 31,367 |
| 2036 | 3950 | 6958 | 2937 | 1680 | 31,367 |
| 2037 | 3950 | 6958 | 2937 | 1680 | 31,367 |
| 2038 | 3950 | 6958 | 2937 | 1680 | 31,367 |
| Sum | 72,757 | 128,153 | 54,106 | 30,941 | 577,763 |
| Regions | 2025 | 2026 | 2027 | 2028 | 2029 | 2030 | 2031 | 2032 | 2033 | 2034 | 2035 | 2036 | 2037 | 2038 | Totals |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 179 | 137 | 135 | 136 | 165 | 203 | 180 | 125 | 131 | 104 | 104 | 104 | 104 | 104 | 1909 |
| Incheon | 229 | 176 | 173 | 174 | 211 | 260 | 230 | 160 | 167 | 133 | 133 | 133 | 133 | 133 | 2443 |
| Gyeonggi | 1315 | 1007 | 990 | 998 | 1213 | 1490 | 1320 | 919 | 959 | 761 | 761 | 761 | 761 | 761 | 14,016 |
| Daejon | 212 | 162 | 160 | 161 | 196 | 240 | 213 | 148 | 155 | 123 | 123 | 123 | 123 | 123 | 2259 |
| Sejong | 58 | 44 | 43 | 44 | 53 | 65 | 58 | 40 | 42 | 33 | 33 | 33 | 33 | 33 | 614 |
| Chungbuk | 445 | 341 | 335 | 338 | 410 | 504 | 446 | 311 | 324 | 257 | 257 | 257 | 257 | 257 | 4741 |
| Chungnam | 322 | 247 | 243 | 245 | 297 | 365 | 324 | 225 | 235 | 187 | 187 | 187 | 187 | 187 | 3437 |
| Gwangju | 753 | 576 | 567 | 571 | 694 | 853 | 755 | 526 | 549 | 435 | 435 | 435 | 435 | 435 | 8021 |
| Jeonbuk | 1645 | 1260 | 1239 | 1249 | 1518 | 1864 | 1651 | 1149 | 1199 | 952 | 952 | 952 | 952 | 952 | 17,531 |
| Jeonnam | 909 | 696 | 684 | 690 | 838 | 1029 | 912 | 635 | 663 | 526 | 526 | 526 | 526 | 526 | 9684 |
| Daegu | 123 | 94 | 92 | 93 | 113 | 139 | 123 | 86 | 89 | 71 | 71 | 71 | 71 | 71 | 1308 |
| Gyeongbuk | 187 | 143 | 141 | 142 | 172 | 212 | 187 | 131 | 136 | 108 | 108 | 108 | 108 | 108 | 1991 |
| Busan | 93 | 71 | 70 | 71 | 86 | 105 | 93 | 65 | 68 | 54 | 54 | 54 | 54 | 54 | 991 |
| Ulsan | 31 | 24 | 24 | 24 | 29 | 36 | 32 | 22 | 23 | 18 | 18 | 18 | 18 | 18 | 335 |
| Gyeongnam | 146 | 112 | 110 | 111 | 135 | 165 | 147 | 102 | 106 | 85 | 85 | 85 | 85 | 85 | 1556 |
| Gangwon | 132 | 101 | 99 | 100 | 121 | 149 | 132 | 92 | 96 | 76 | 76 | 76 | 76 | 76 | 1402 |
| Jeju | 49 | 37 | 37 | 37 | 45 | 55 | 49 | 34 | 36 | 28 | 28 | 28 | 28 | 28 | 519 |
| Regions | 2025 | 2026 | 2027 | 2028 | 2029 | 2030 | 2031 | 2032 | 2033 | 2034 | 2035 | 2036 | 2037 | 2038 | Totals |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 929 | 711 | 699 | 705 | 857 | 1052 | 932 | 649 | 677 | 537 | 537 | 537 | 537 | 537 | 9899 |
| Incheon | 468 | 358 | 352 | 355 | 431 | 530 | 469 | 327 | 341 | 271 | 271 | 271 | 271 | 271 | 4983 |
| Gyeonggi | 2610 | 1998 | 1965 | 1981 | 2408 | 2957 | 2619 | 1823 | 1903 | 1510 | 1510 | 1510 | 1510 | 1510 | 27,813 |
| Daejon | 302 | 231 | 228 | 229 | 279 | 342 | 303 | 211 | 220 | 175 | 175 | 175 | 175 | 175 | 3221 |
| Sejong | 91 | 69 | 68 | 69 | 84 | 103 | 91 | 63 | 66 | 53 | 53 | 53 | 53 | 53 | 967 |
| Chungbuk | 811 | 621 | 610 | 615 | 748 | 918 | 813 | 566 | 591 | 469 | 469 | 469 | 469 | 469 | 8638 |
| Chungnam | 855 | 655 | 644 | 649 | 789 | 969 | 858 | 597 | 623 | 495 | 495 | 495 | 495 | 495 | 9111 |
| Gwangju | 973 | 745 | 732 | 738 | 897 | 1102 | 976 | 680 | 709 | 563 | 563 | 563 | 563 | 563 | 10,367 |
| Jeonbuk | 2035 | 1558 | 1532 | 1545 | 1878 | 2306 | 2042 | 1422 | 1484 | 1178 | 1178 | 1178 | 1178 | 1178 | 21,690 |
| Jeonnam | 1328 | 1017 | 1000 | 1008 | 1225 | 1504 | 1332 | 928 | 968 | 768 | 768 | 768 | 768 | 768 | 14,149 |
| Daegu | 238 | 182 | 179 | 180 | 219 | 269 | 239 | 166 | 173 | 138 | 138 | 138 | 138 | 138 | 2534 |
| Gyeongbuk | 592 | 454 | 446 | 450 | 547 | 671 | 594 | 414 | 432 | 343 | 343 | 343 | 343 | 343 | 6314 |
| Busan | 276 | 211 | 208 | 210 | 255 | 313 | 277 | 193 | 201 | 160 | 160 | 160 | 160 | 160 | 2942 |
| Ulsan | 300 | 230 | 226 | 228 | 277 | 340 | 301 | 210 | 219 | 174 | 174 | 174 | 174 | 174 | 3197 |
| Gyeongnam | 415 | 318 | 313 | 315 | 383 | 471 | 417 | 290 | 303 | 240 | 240 | 240 | 240 | 240 | 4427 |
| Gangwon | 211 | 161 | 159 | 160 | 194 | 239 | 211 | 147 | 154 | 122 | 122 | 122 | 122 | 122 | 2245 |
| Jeju | 77 | 59 | 58 | 58 | 71 | 87 | 77 | 53 | 56 | 44 | 44 | 44 | 44 | 44 | 815 |
| Totals | 12,509 | 9578 | 9418 | 9497 | 11,540 | 14,171 | 12,551 | 8739 | 9120 | 7238 | 7238 | 7238 | 7238 | 7238 | 133,312 |
| Regions | 2025 | 2026 | 2027 | 2028 | 2029 | 2030 | 2031 | 2032 | 2033 | 2034 | 2035 | 2036 | 2037 | 2038 | Totals |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Seoul | 478 | 366 | 360 | 363 | 441 | 541 | 480 | 334 | 348 | 277 | 277 | 277 | 277 | 277 | 5094 |
| Incheon | 207 | 158 | 156 | 157 | 191 | 234 | 208 | 145 | 151 | 120 | 120 | 120 | 120 | 120 | 2204 |
| Gyeonggi | 1175 | 900 | 885 | 892 | 1084 | 1331 | 1179 | 821 | 857 | 680 | 680 | 680 | 680 | 680 | 12,524 |
| Daejon | 154 | 118 | 116 | 117 | 142 | 174 | 154 | 108 | 112 | 89 | 89 | 89 | 89 | 89 | 1640 |
| Sejong | 40 | 31 | 30 | 31 | 37 | 46 | 40 | 28 | 29 | 23 | 23 | 23 | 23 | 23 | 429 |
| Chungbuk | 327 | 250 | 246 | 248 | 302 | 370 | 328 | 228 | 238 | 189 | 189 | 189 | 189 | 189 | 3484 |
| Chungnam | 319 | 244 | 240 | 242 | 294 | 361 | 320 | 223 | 232 | 184 | 184 | 184 | 184 | 184 | 3397 |
| Gwangju | 488 | 373 | 367 | 370 | 450 | 552 | 489 | 341 | 356 | 282 | 282 | 282 | 282 | 282 | 5197 |
| Jeonbuk | 961 | 736 | 724 | 730 | 887 | 1089 | 965 | 672 | 701 | 556 | 556 | 556 | 556 | 556 | 10,245 |
| Jeonnam | 565 | 432 | 425 | 429 | 521 | 640 | 567 | 395 | 412 | 327 | 327 | 327 | 327 | 327 | 6018 |
| Daegu | 112 | 86 | 84 | 85 | 103 | 127 | 113 | 78 | 82 | 65 | 65 | 65 | 65 | 65 | 1196 |
| Gyeongbuk | 209 | 160 | 157 | 158 | 192 | 236 | 209 | 146 | 152 | 121 | 121 | 121 | 121 | 121 | 2223 |
| Busan | 121 | 92 | 91 | 92 | 111 | 137 | 121 | 84 | 88 | 70 | 70 | 70 | 70 | 70 | 1286 |
| Ulsan | 78 | 60 | 59 | 59 | 72 | 89 | 78 | 55 | 57 | 45 | 45 | 45 | 45 | 45 | 833 |
| Gyeongnam | 163 | 125 | 123 | 124 | 150 | 184 | 163 | 114 | 119 | 94 | 94 | 94 | 94 | 94 | 1734 |
| Gangwon | 100 | 76 | 75 | 76 | 92 | 113 | 100 | 70 | 73 | 58 | 58 | 58 | 58 | 58 | 1060 |
| Jeju | 39 | 30 | 30 | 30 | 36 | 44 | 39 | 27 | 29 | 23 | 23 | 23 | 23 | 23 | 418 |
| Totals | 5534 | 4238 | 4167 | 4202 | 5106 | 6270 | 5553 | 3867 | 4035 | 3202 | 3202 | 3202 | 3202 | 3202 | 58,983 |
| Investment for the Implementation of the TSEP | Investment in Electricity Generation Sector | |
|---|---|---|
| Production-inducing effects of KRW 1.0 investment | 1.7614 | 1.6317 |
| Value-added creation effects of KRW 1.0 investment | 0.7437 | 0.1153 |
| Wage-inducing effects of KRW 1.0 investment | 0.4253 | 0.1372 |
| Job-creation effects of KRW 1.0 billon investment | 7.9410 | 2.0703 |
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Jo, J.-H.; Hyun, M.-K.; Yoo, S.-H. An Economic Impact Analysis of Transmission and Substation Network Investments for Accelerating Renewable Energy Expansion in South Korea: Modeling and Policy Perspectives. Land 2026, 15, 107. https://doi.org/10.3390/land15010107
Jo J-H, Hyun M-K, Yoo S-H. An Economic Impact Analysis of Transmission and Substation Network Investments for Accelerating Renewable Energy Expansion in South Korea: Modeling and Policy Perspectives. Land. 2026; 15(1):107. https://doi.org/10.3390/land15010107
Chicago/Turabian StyleJo, Jae-Hee, Min-Ki Hyun, and Seung-Hoon Yoo. 2026. "An Economic Impact Analysis of Transmission and Substation Network Investments for Accelerating Renewable Energy Expansion in South Korea: Modeling and Policy Perspectives" Land 15, no. 1: 107. https://doi.org/10.3390/land15010107
APA StyleJo, J.-H., Hyun, M.-K., & Yoo, S.-H. (2026). An Economic Impact Analysis of Transmission and Substation Network Investments for Accelerating Renewable Energy Expansion in South Korea: Modeling and Policy Perspectives. Land, 15(1), 107. https://doi.org/10.3390/land15010107

