Handel cyfrowy i regionalna odporność gospodarcza: studium przypadku z Chin

Paijie Wan

m202210956@xs.ustb.edu.cn
University of Science and Technology Beijing, School of Economics & Management (Chiny)

Feng He


University of Science and Technology Beijing,School of Economics & Management (Chiny)

Abstrakt

Biorąc pod uwagę zawiły i dynamiczny międzynarodowy krajobraz polityczny i gospodarczy, skuteczne zapobieganie i rozwiązywanie zagrożeń i wyzwań przy jednoczesnym wzmacnianiu odporności rozwoju gospodarczego stało się punktem centralnym zarówno dla sfery politycznej, jak i akademickiej. Wykorzystując dane panelowe z chińskich prowincji z lat 2013–2021, badanie to stosuje metodę wag entropijnych do pomiaru poziomu handlu cyfrowego i odporności gospodarczej w każdym regionie, a następnie bada wpływ handlu cyfrowego na regionalną odporność gospodarczą wraz z jego podstawowymi mechanizmami transmisji. Wyniki pokazują znaczący pozytywny wpływ handlu cyfrowego na regionalną odporność gospodarczą, co jest solidnie poparte testem endogeniczności. Testowanie mechanizmów pokazuje, że wpływ ten wynika przede wszystkim z efektów modernizacji w strukturze przemysłowej na końcu produkcji i efektów alokacji zasobów, podczas gdy efekty modernizacji napędzane konsumpcją na końcu konsumpcji nie są uznawane za znaczące. Testowanie efektów moderacji wskazuje ponadto, że ulepszenia infrastruktury transportowej mogą zwiększyć promocję handlu cyfrowego w kontekście regionalnej odporności gospodarczej. Regionalnie, regiony centralne i regiony o wyższych poziomach komercjalizacji wykazują najsilniejszy efekt promocyjny handlu cyfrowego w kontekście odporności gospodarczej. Ponadto istnieje efekt rozprzestrzeniania się w przestrzeni, wynikający z wpływu rozwoju handlu cyfrowego na odporność gospodarczą.


Słowa kluczowe:

handel cyfrowy, odporność ekonomiczna, struktura przemysłowa, efektywność alokacji zasobów, infrastruktura transportowa

1. ABELIANSKY A.L., HILBERT M., 2017, Digital technology and international trade: Is it the quantity of subscriptions or the quality of data speed that matters?, Telecommunications Policy 41(1): 35-48, https://doi.org/10.1016/j.telpol.2016.11.001.
DOI: https://doi.org/10.1016/j.telpol.2016.11.001   Google Scholar

2. ARVIN M.B., PRADHAN R.P., NAIR M., 2021, Uncovering interlinks among ICT connectivity and penetration, trade openness, foreign direct investment, and economic growth: The case of the G-20 countries, Telematics and Informatics 60: 101567, https://doi.org/10.1016/j.tele.2021.101567.
DOI: https://doi.org/10.1016/j.tele.2021.101567   Google Scholar

3. BAI J.H., LIU Y.Y., 2018, Can outward foreign direct investment improve the resource misallocation of China, China Industrial Economics 01: 60-78, https://doi.org/10.19581/j.cnki.ciejournal.20180115.002.
  Google Scholar

4. BARON R.M., KENNY D.A., 1986, The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations, Journal of Personality and Social Psychology 51(6): 1173-1182, https://doi.org/10.1037/0022-3514.51.6.1173.
DOI: https://doi.org/10.1037//0022-3514.51.6.1173   Google Scholar

5. BRISTOW G., HEALY A., 2018, Innovation and regional economic resilience: An exploratory analysis, The Annals of Regional Science 60(2): 265-284, https://doi.org/10.1007/s00168-017-0841-6.
DOI: https://doi.org/10.1007/s00168-017-0841-6   Google Scholar

6. BROWN L., GREENBAUM R.T., 2017, The role of industrial diversity in economic resilience: An empirical examination across 35 years, Urban Studies 54(6): 1347-1366, https://doi.org/10.1177/0042098015624870.
DOI: https://doi.org/10.1177/0042098015624870   Google Scholar

7. CHEN Z., LI X., 2021, Economic impact of transportation infrastructure investment under the Belt and Road Initiative, Asia Europe Journal 19(SUPPL 1): 131-159, https://doi.org/10.1007/s10308-021-00617-3.
DOI: https://doi.org/10.1007/s10308-021-00617-3   Google Scholar

8. COOKE P., LAZZERETTI L., 2018, The role of art and culture for regional and urban resilience, Routledge, New York.
DOI: https://doi.org/10.4324/9781315151038   Google Scholar

9. DE SOYRES F., MULABDIC A., RUTA M., 2020, Common transport infrastructure: A quantitative model and estimates from the Belt and Road Initiative, Journal of Development Economics 143: 102415, https://doi.org/10.1016/j.jdeveco.2019.102415.
DOI: https://doi.org/10.1016/j.jdeveco.2019.102415   Google Scholar

10. DORAN J., FINGLETON B., 2017, US metropolitan area resilience: Insights from dynamic spatial panel estimation, Environment and Planning A: Economy and Space 50(1): 111-132, https://doi.org/10.1177/0308518X17736067.
DOI: https://doi.org/10.1177/0308518X17736067   Google Scholar

11. DU Y., WANG Q., HU A., XIN Y., 2023, Influence evaluation of producer services agglomeration on economic resilience: Evidence from China’s cities, Economic Research-Ekonomska Istraživanja 36(3): 2151491, https://doi.org/10.1080/1331677X.2022.2151491.
DOI: https://doi.org/10.1080/1331677X.2022.2151491   Google Scholar

12. DUAN W., MADASI J.D., KHURSHID A., MA D., 2022, Industrial structure conditions economic resilience, Technological Forecasting and Social Change 183, 121944, https://doi.org/10.1016/j.techfore.2022.121944.
DOI: https://doi.org/10.1016/j.techfore.2022.121944   Google Scholar

13. FENG Y., LEE C.-C., PENG D., 2023, Does regional integration improve economic resilience? Evidence from urban agglomerations in China, Sustainable Cities and Society 88, 104273, https://doi.org/10.1016/j.scs.2022.104273.
DOI: https://doi.org/10.1016/j.scs.2022.104273   Google Scholar

14. GJERDE K.P., PRESCOTT P., RICE J., 2019, The impact of state fiscal policy on states’ resilience entering the Great Recession, Journal of Regional Analysis and Policy 49(1): 13-30.
  Google Scholar

15. GU C., ZHANG S., 2023, Digital economy development and industry chain resilience improvement, Commercial Research (05): 1-11, https://doi.org/10.13902/j.cnki.syyj.2023.05.010.
  Google Scholar

16. HABIB G., SHARMA S., IBRAHIM S., AHMAD I., QURESHI S., ISHFAQ M., 2022, Blockchain technology: Benefits, challenges, applications, and integration of blockchain technology with cloud computing, Future Internet 14(11): 341, https://www.mdpi.com/1999-5903/14/11/341.
DOI: https://doi.org/10.3390/fi14110341   Google Scholar

17. HAN Z., LI H.T., 2022, Transportation infrastructure and trade, Japan and the World Economy 64: 101162, https://doi.org/10.1016/j.japwor.2022.101162.
DOI: https://doi.org/10.1016/j.japwor.2022.101162   Google Scholar

18. HE D., TANG Y., WANG L., MOHSIN M., 2023, Can increasing technological complexity help strengthen regional economic resilience?, Economic Change and Restructuring 56(6): 4043-4070, https://doi.org/10.1007/s10644-023-09506-8.
DOI: https://doi.org/10.1007/s10644-023-09506-8   Google Scholar

19. HE M., WANG Y.M., 2023, Digital trade and manufacturing employment – Evidence from A-share listed enterprises in China, Research on Economics and Management 44(09): 66-84, https://doi.org/10.13502/j.cnki.issn1000-7636.2023.09.004.
  Google Scholar

20. HOU S., ZHANG Y., SONG L., 2023, Digital finance and regional economic resilience: Evidence from 283 cities in China, Heliyon 9(10): e21086, https://doi.org/10.1016/j.heliyon.2023.e21086.
DOI: https://doi.org/10.1016/j.heliyon.2023.e21086   Google Scholar

21. HSIEH C.-T., KLENOW P.J., 2009, Misallocation and manufacturing TFP in China and India, The Quarterly Journal of Economics 124(4): 1403-1448, https://doi.org/10.1162/qjec.2009.124.4.1403.
DOI: https://doi.org/10.1162/qjec.2009.124.4.1403   Google Scholar

22. HUANG Q.H., YU Y.Z., ZHANG S.L., 2019, Internet development and productivity growth in manufacturing industry: Internal mechanism and China experiences, China Industrial Economics (08): 5-23, https://doi.org/10.19581/j.cnki.ciejournal.2019.08.001.
  Google Scholar

23. HUANG X., SONG X., 2019, Internet use and export upgrading: Firm-level evidence from China, Review of International Economics 27(4): 1126-1147, https://doi.org/10.1111/roie.12407.
DOI: https://doi.org/10.1111/roie.12407   Google Scholar

24. JI S.H., ZHU Y.M., ZHANG X., 2016, Study of industrial agglomeration improving misallocation of resources, China Industrial Economics (06): 73-90, https://doi.org/10.19581/j.cnki.ciejournal.2016.06.007.
  Google Scholar

25. JIANG J., ZHANG X., HUANG C., 2022, Influence of population agglomeration on urban economic resilience in China, Sustainability 14(16), 10407, https://doi.org/10.3390/su141610407.
DOI: https://doi.org/10.3390/su141610407   Google Scholar

26. JIANG N., JIANG W., 2024, How does regional integration policy affect urban resilience? Evidence from urban agglomeration in China, Environmental Impact Assessment Review 104: 107298, https://doi.org/10.1016/j.eiar.2023.107298.
DOI: https://doi.org/10.1016/j.eiar.2023.107298   Google Scholar

27. LAKER B., WEISZ N., VASSOLO R., 2024, Countercyclical approach to enhancing health and well-being in healthcare systems: Strategies for economic resilience and sustainable care, BMJ Leader, leader-2023-000873.
DOI: https://doi.org/10.1136/leader-2023-000873   Google Scholar

28. LESAGE J., PACE R.K., 2009, Introduction to spatial econometrics, Chapman and Hall/CRC.
DOI: https://doi.org/10.1201/9781420064254   Google Scholar

29. LI B., ZHANG S., 2022, Research on the development path of China’s digital trade under the background of the digital economy, Journal of Internet and Digital Economics 2(1): 1-14, https://doi.org/10.1108/JIDE-10-2021-0010.
DOI: https://doi.org/10.1108/JIDE-10-2021-0010   Google Scholar

30. LI Z.X., YANG Q.F., 2021, How does the digital economy affect China’s high-quality economic development?, Modern Economic Research (07): 10-19, https://doi.org/10.13891/j.cnki.mer.2021.07.003.
  Google Scholar

31. LIANG S., TAN Q., 2024, Can the digital economy accelerate China’s export technology upgrading? Based on the perspective of export technology complexity, Technological Forecasting and Social Change 199, 123052, https://doi.org/10.1016/j.techfore.2023.123052.
DOI: https://doi.org/10.1016/j.techfore.2023.123052   Google Scholar

32. LIU H.K., ZHAO W.X., DENG Q.H., 2022, Theoretical analysis of global industrial chain reform in the context of digital trade, Social Sciences in Yunnan (04): 111-121, https://link.cnki.net/urlid/53.1001.C.20220711.1136.002.
  Google Scholar

33. LIU L., LEI Y., FATH B.D., HUBACEK K., YAO H., LIU W., 2022, The spatio-temporal dynamics of urban resilience in China’s capital cities, Journal of Cleaner Production 379: 134400, https://doi.org/10.1016/j.jclepro.2022.134400.
DOI: https://doi.org/10.1016/j.jclepro.2022.134400   Google Scholar

34. LIU L., MENG Y., WU D., RAN Q., CAO J., LIU Z., 2023, Impact of haze pollution and human capital on economic resilience: Evidence from prefecture-level cities in China, Environment, Development and Sustainability 25(11): 13429-13449, https://doi.org/10.1007/s10668-022-02625-8.
DOI: https://doi.org/10.1007/s10668-022-02625-8   Google Scholar

35. LIU Y., HU W., LUO K., GUO Y., WANG Z., 2023, How does digital trade promote and reallocate the export technology complexity of the manufacturing industry? Evidence from 30 Chinese provinces, 2011–2020, PLoS ONE 18(9): e0291464, https://doi.org/10.1371/journal.pone.0291464.
DOI: https://doi.org/10.1371/journal.pone.0291464   Google Scholar

36. LOXTON M., TRUSKETT R., SCARF B., SINDONE L., BALDRY G., ZHAO Y., 2020, Consumer behaviour during crises: Preliminary research on how coronavirus has manifested consumer panic buying, herd mentality, changing discretionary spending and the role of the media in influencing behaviour, Journal of Risk and Financial Management 13(8): 166, https://www.mdpi.com/1911-8074/13/8/166.
DOI: https://doi.org/10.3390/jrfm13080166   Google Scholar

37. LU R., YANG Z., 2024, Analysis on the structure and economic resilience capacity of China’s regional economic network, Applied Economics 56(32): 3920-3938, https://doi.org/10.1080/00036846.2023.2208852.
DOI: https://doi.org/10.1080/00036846.2023.2208852   Google Scholar

38. LUO S., SUN Y., ZHOU R., 2022, Can fintech innovation promote household consumption? Evidence from China family panel studies, International Review of Financial Analysis 82: 102137, https://doi.org/10.1016/j.irfa.2022.102137.
DOI: https://doi.org/10.1016/j.irfa.2022.102137   Google Scholar

39. MA S.Z., FANG C., LIANG Y.F., 2018, Digital trade: Definition, practical significance and research prospects, Journal of International Trade (10): 16-30, https://doi.org/10.13510/j.cnki.jit.2018.10.002.
  Google Scholar

40. MAN S., WU X., YANG Y., MENG Q., 2021, An assessment approach to urban economic resilience of the Rust Belt in China, Complexity 2021(1): 1935557, https://doi.org/10.1155/2021/1935557.
DOI: https://doi.org/10.1155/2021/1935557   Google Scholar

41. MARTIN R., SUNLEY P., 2014, On the notion of regional economic resilience: Conceptualization and explanation, Journal of Economic Geography 15(1): 1-42, https://doi.org/10.1093/jeg/lbu015.
DOI: https://doi.org/10.1093/jeg/lbu015   Google Scholar

42. NING L., YAO D., 2023, The impact of digital transformation on supply chain capabilities and supply chain competitive performance, Sustainability 15(13): 10107, https://doi.org/10.3390/su151310107.
DOI: https://doi.org/10.3390/su151310107   Google Scholar

43. NUNN N., QIAN N., 2014, US food aid and civil conflict, American Economic Review 104(6): 1630-1666, https://doi.org/ 10.1257/aer.104.6.1630.
DOI: https://doi.org/10.1257/aer.104.6.1630   Google Scholar

44. PAN W.R., XIE T., WANG Z.W., MA L.S., 2022, Digital economy: An innovation driver for total factor productivity, Journal of Business Research 139: 303-311, https://doi.org/10.1016/j.jbusres.2021.09.061.
DOI: https://doi.org/10.1016/j.jbusres.2021.09.061   Google Scholar

45. PELTIER J.W., DAHL A.J., SWAN E.L., 2020, Digital information flows across a B2C/C2C continuum and technological innovations in service ecosystems: A service-dominant logic perspective, Journal of Business Research 121: 724-734, https://doi.org/10.1016/j.jbusres.2020.03.020.
DOI: https://doi.org/10.1016/j.jbusres.2020.03.020   Google Scholar

46. STAIGER D., STOCK J., 1997, Instrumental variables regression with weak instruments, Econometrica 65(3): 557-586, https://EconPapers.repec.org/RePEc:ecm:emetrp:v:65:y:1997:i:3:p:557-586.
DOI: https://doi.org/10.2307/2171753   Google Scholar

47. SUN Y., WANG Y., ZHOU X., CHEN W., 2023, Are shrinking populations stifling urban resilience? Evidence from 111 resource-based cities in China, Cities 141: 104458, https://doi.org/10.1016/j.cities.2023.104458.
DOI: https://doi.org/10.1016/j.cities.2023.104458   Google Scholar

48. TAN J., HU X., HASSINK R., NI J., 2020, Industrial structure or agency: What affects regional economic resilience? Evidence from resource-based cities in China, Cities 106: 102906, https://doi.org/10.1016/j.cities.2020.102906.
DOI: https://doi.org/10.1016/j.cities.2020.102906   Google Scholar

49. TANG D., LI J., ZHAO Z., BOAMAH V., LANSANA D.D., 2023, The influence of industrial structure transformation on urban resilience based on 110 prefecture-level cities in the Yangtze River, Sustainable Cities and Society 96: 104621, https://doi.org/10.1016/j.scs.2023.104621.
DOI: https://doi.org/10.1016/j.scs.2023.104621   Google Scholar

50. TANG W., LAN Q., 2024, Does digital trade promote China’s manufacturing industry upgrading? – Based on structure rationalization perspective, Economic Change and Restructuring 57(3): 128, https://doi.org/10.1007/s10644-024-09714-w.
DOI: https://doi.org/10.1007/s10644-024-09714-w   Google Scholar

51. TIAN Y., GUO L., 2023a, Digital development and the improvement of urban economic resilience: Evidence from China, Heliyon 9(10): e21087, https://doi.org/10.1016/j.heliyon.2023.e21087.
  Google Scholar

52. TIAN Y., GUO L., 2023b, Digital development and the improvement of urban economic resilience: Evidence from China, Heliyon 9(10): e21087, https://doi.org/10.1016/j.heliyon.2023.e21087.
DOI: https://doi.org/10.1016/j.heliyon.2023.e21087   Google Scholar

53. WAN P., HE F., CHEN S., 2024, The impact of digital trade on regional carbon emissions: Evidence from China, Polish Journal of Environmental Studies 33(4): 3869-3885, https://doi.org/10.15244/pjoes/176702.
DOI: https://doi.org/10.15244/pjoes/176702   Google Scholar

54. WANG X., WANG L., ZHANG X., FAN F., 2022, The spatiotemporal evolution of COVID-19 in China and its impact on urban economic resilience, China Economic Review 74: 101806, https://doi.org/10.1016/j.chieco.2022.101806.
DOI: https://doi.org/10.1016/j.chieco.2022.101806   Google Scholar

55. WANG Y., GONG Z., PAN W., 2020, Promoting economic recovery from the perspective of energy-economic resilience: Model construction and case study, Frontiers in Energy Research 8: 212.
DOI: https://doi.org/10.3389/fenrg.2020.00212   Google Scholar

56. WANG Y., LI L., 2024, Digital economy, industrial structure upgrading, and residents’ consumption: Empirical evidence from prefecture-level cities in China, International Review of Economics & Finance 92: 1045-1058, https://doi.org/10.1016/j.iref.2024.02.069.
DOI: https://doi.org/10.1016/j.iref.2024.02.069   Google Scholar

57. WANG Y., LIU J., ZHAO Z., REN J., CHEN X., 2023, Research on carbon emission reduction effect of China’s regional digital trade under the ‘double carbon’ target: Combination of the regulatory role of industrial agglomeration and carbon emissions trading mechanism, Journal of Cleaner Production 405: 137049, https://doi.org/10.1016/j.jclepro.2023.137049.
DOI: https://doi.org/10.1016/j.jclepro.2023.137049   Google Scholar

58. WANG Z., WEI W., 2021, Regional economic resilience in China: Measurement and determinants, Regional Studies 55(7): 1228-1239, https://doi.org/10.1080/00343404.2021.1872779.
DOI: https://doi.org/10.1080/00343404.2021.1872779   Google Scholar

59. WEN J., LIU H., ZHANG S., 2023, Elimination and reconstruction of international trade barriers by digital trade and China’s response, Intertrade 02: 64-71, https://doi.org/10.14114/j.cnki.itrade.2023.02.004.
  Google Scholar

60. WU L., SUN L., QI P., REN X., SUN X., 2021, Energy endowment, industrial structure upgrading, and CO2 emissions in China: Revisiting resource curse in the context of carbon emissions, Resources Policy 74: 102329, https://doi.org/10.1016/j.resourpol.2021.102329.
DOI: https://doi.org/10.1016/j.resourpol.2021.102329   Google Scholar

61. WU Z., 2023, Evaluation of provincial economic resilience in China based on the TOPSIS-XGBoost-SHAP model, Journal of Mathematics 2023: 6652800, https://doi.org/10.1155/2023/6652800
DOI: https://doi.org/10.1155/2023/6652800   Google Scholar

62. XIE M., FENG Z., LI C., 2022, How does population shrinkage affect economic resilience? A case study of resource-based cities in Northeast China, Sustainability 14(6): 3650, https://www.mdpi.com/2071-1050/14/6/3650.
DOI: https://doi.org/10.3390/su14063650   Google Scholar

63. XU Q., ZHONG M., LI X., 2022, How does digitalization affect energy? International evidence, Energy Economics 107: 105879, https://doi.org/10.1016/j.eneco.2022.105879.
DOI: https://doi.org/10.1016/j.eneco.2022.105879   Google Scholar

64. XU Y., YANG X., 2021, Access to ports and the welfare gains from domestic transportation infrastructure, Journal of Urban Economics 126: 103392, https://doi.org/10.1016/j.jue.2021.103392.
DOI: https://doi.org/10.1016/j.jue.2021.103392   Google Scholar

65. XU Y., ZHANG L.L., 2019, The economic resilience of Chinese cities and its origin: From the perspective of diversification of industrial structure, Finance & Trade Economics 40(07): 110-126.
  Google Scholar

66. YANG Y., LIN Z., XU Z., LIU S., 2024, The impact of digital finance on regional economic resilience, Pacific-Basin Finance Journal 85: 102353, https://doi.org/10.1016/j.pacfin.2024.102353.
DOI: https://doi.org/10.1016/j.pacfin.2024.102353   Google Scholar

67. YAO Z.Q., 2021, The relationship between digital trade, upgrading of industrial structure and export technical complexity: Based on multiple mediating effects of structural equation model, Reform 01: 50-64, https://doi.org/10.13509/j.cnki.ib.2022.04.009.
  Google Scholar

68. ZHANG M., WU Q., LI W., SUN D., HUANG F., 2021, Intensifier of urban economic resilience: Specialized or diversified agglomeration?, PLoS ONE 16(11): e0260214, https://doi.org/10.1371/journal.pone.0260214.
DOI: https://doi.org/10.1371/journal.pone.0260214   Google Scholar

69. ZHANG Q., DUAN Y., 2023, How digitalization shapes export product quality: Evidence from China, Sustainability 15(8): 6376, https://www.mdpi.com/2071-1050/15/8/6376.
DOI: https://doi.org/10.3390/su15086376   Google Scholar

70. ZHANG S., CHEN C., HUANG D.-H., HU L., 2022, Measurement of factor price distortion: A new production function method with time-varying elasticity, Technological Forecasting and Social Change 175: 121363, https://doi.org/10.1016/j.techfore.2021.121363.
DOI: https://doi.org/10.1016/j.techfore.2021.121363   Google Scholar

71. ZHANG X., TIAN C., 2024, Measurement and influencing factors of regional economic resilience in China, Sustainability 16(8): 3338, https://www.mdpi.com/2071-1050/16/8/3338.
DOI: https://doi.org/10.3390/su16083338   Google Scholar

72. ZHANG Y.J., ZHANG Y.X., 2024, Impact of digital trade on the upgrading of residents’ consumption, Journal of Capital University of Economics and Business 26(01): 66-80, https://doi.org/10.13504/j.cnki.issn1008-2700.2024.01.005.
  Google Scholar

73. ZHAO Z.Y., LIU X.L., LV B.Y., 2006, Estimating the output elasticity of factors in China, Economic Theory and Business Management (06): 5-11.
  Google Scholar

74. ZHENG J.H., JIN S.N., 2023, From specialization to diversification: Export product composition and economic resilience, International Economics and Trade Research 39(10): 4-21, https://doi.org/10.13687/j.cnki.gjjmts.2023.10.007.
  Google Scholar

75. ZHOU Q., 2024, Does the digital economy promote the consumption structure upgrading of urban residents? Evidence from Chinese cities, Structural Change and Economic Dynamics 69: 543-551, https://doi.org/10.1016/j.strueco.2024.04.001.
DOI: https://doi.org/10.1016/j.strueco.2024.04.001   Google Scholar

76. ZHU Q., ZHOU X., 2024, Regional differences and dynamic evolution of digital trade: Data from China, Applied Economics 56(31): 3722-3740, https://doi.org/10.1080/00036846.2023.2208338.
DOI: https://doi.org/10.1080/00036846.2023.2208338   Google Scholar

77. ZHU Z.Y., JIANG F., 2022, Does China’s export of digital service promote the upgrading of global industrial structure? Based on the perspective of resource mismatch, International Business (04): 88-104, https://doi.org/10.13509/j.cnki.ib.2022.04.009.
  Google Scholar


Opublikowane
2025-01-10

Cited By / Share

Wan, P., & He, F. (2025). Handel cyfrowy i regionalna odporność gospodarcza: studium przypadku z Chin. Problemy Ekorozwoju Problems of Sustainable Development, 20(1), 109–128. https://doi.org/10.35784/preko.6726

Autorzy

Paijie Wan 
m202210956@xs.ustb.edu.cn
University of Science and Technology Beijing, School of Economics & Management Chiny

Autorzy

Feng He 

University of Science and Technology Beijing,School of Economics & Management Chiny

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