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Original Articles

Digital Business and Economic Complexity

References

  • Hidalgo CA. Economic complexity theory and applications. Nat Rev Phys. 2021;3(2):92–113. doi:10.1038/s42254-020-00275-1.
  • Hidalgo CA, Klinger B, Barabási AL, Hausmann R. The product space conditions the development of nations. Science. 2007;317(5837):482–87. doi:10.1126/science.1144581.
  • Hausmann R, Hidalgo CA. The network structure of economic output. J Econ Growth. 2011;16(4):309–42. doi:10.1007/s10887-011-9071-4.
  • Chu LK. The effects of financial development on economic sophistication: evidence from panel data. Appl Econ Lett. 2019;27(15):1260–63. doi:10.1080/13504851.2019.1676866.
  • Poshakwale S, Ganguly G. International shocks and growth in emerging markets. Glob Finance J. 2015;26:29–46. doi:10.1016/j.gfj.2015.01.003.
  • Giordano C, Giugliano F. A tale of two fascisms: labour productivity growth and competition policy in Italy, 1911–1951. Explor Econ Hist. 2015;55:25–38. doi:10.1016/j.eeh.2013.12.003.
  • Kurt S, Kurt Ü. Innovation and labour productivity in BRICS countries: panel causality and co-integration. Procedia Soc Behav Sci. 2015;195:1295–302. doi:10.1016/j.sbspro.2015.06.296.
  • Hartmann D. Economic complexity and human development: how economic diversification and social networks affect human agency and welfare. New York (NY): Taylor & Francis; 2014. https://library.oapen.org/handle/20.500.12657/30038 (Accessed 22 November 2021).
  • Oosterlaken I. Economic complexity and human development: how economic diversification and social networks affect human agency and welfare. J Human Dev Capabil. 2015;16(1):156–57. doi:10.1080/19452829.2015.1006465.
  • Hartmann D, Guevara MR, Jara-Figueroa C, Aristarán M, Hidalgo CA. Linking economic complexity, institutions, and income inequality. World Dev. 2017;93:75–93. doi:10.1016/j.worlddev.2016.12.020.
  • Ha LT, Dung HP, Thanh TT. Economic complexity and shadow economy: a multi-dimensional analysis. Econ Anal Policy. 2021;72:408–22. doi:10.1016/j.eap.2021.09.011.
  • Nguyen CP, Schinckus C, Su TD. The drivers of economic complexity: international evidence from financial development and patents. Int Econ. 2020;164:140–50. doi:10.1016/j.inteco.2020.09.004.
  • Hidalgo CA, Hausmann R. The building blocks of economic complexity. Proc Natl Acad Sci USA. 2009;106(26):10570–75. doi:10.1073/pnas.0900943106.
  • Lapatinas A. The effect of the Internet on economic sophistication: an empirical analysis. Econ Lett. 2019;174:35–38. doi:10.1016/j.econlet.2018.10.013.
  • Lapatinas A, Litina A. Intelligence and economic sophistication. Empir Econ. 2019;57:1731–50. doi:10.1007/s00181-018-1511-y.
  • Faruq HA. How institutions affect export quality. Econ Syst. 2011;35(4):586–606. doi:10.1016/j.ecosys.2011.05.001.
  • Autio E, Nambisan S, Thomas LD, Wright M. Digital affordances, spatial affordances, and the genesis of entrepreneurial ecosystems. Strateg Entrep J. 2018;12(1):72–95. doi:10.1002/sej.1266.
  • Visser R. The effect of the internet on the margins of trade. Inf Econ Policy. 2019;46:41–54. doi:10.1016/j.infoecopol.2018.12.001.
  • Suvankulov F, Lau MCK, Chau FHC. Job search on the internet and its outcome. Internet Research. 2012;22(2):298–317. doi:10.1108/10662241211235662.
  • Donou-Adonsou F. Technology, education, and economic growth in Sub-Saharan Africa. Telecomm Policy. 2019;43(4):353–60. doi:10.1016/j.telpol.2018.08.005.
  • Wang Y, Hao F. Does internet penetration encourage sustainable consumption? A cross-national analysis. Sustain Prod Consum. 2018;16:237–48. doi:10.1016/j.spc.2018.08.011.
  • Bonk CJ The world is open: how web technology is revolutionizing education. In: Siemens G, Fulford C, editors. Proceedings of ED-MEDIA 2009–World Conference on Educational Multimedia, Hypermedia & Telecommunications; 2009 Jun 22; Honolulu, HI, USA. Waynesville, NC (USA): Association for the Advancement of Computing in Education (AACE); 2009. pp. 3371–80.
  • Korp P. Health on the Internet: implications for health promotion. Health Educ Res. 2006;21(1):78–86. doi:10.1093/her/cyh043.
  • McMullan M. Patients using the Internet to obtain health information: how this affects the patient-health professional relationship. Patient Educ Couns. 2006;63(1–2):24–28. doi:10.1016/j.pec.2005.10.006.
  • Clarke GRG, Wallsten SJ. Has the internet increased trade? Developed and developing country evidence. Econ Inq. 2007;44(3):465–84. doi:10.1093/ei/cbj026.
  • Layne K, Lee J. Developing fully functional E-government: a four stage model. Gov Inf Q. 2001;18(2):122–36. doi:10.1016/S0740-624X(01)00066-1.
  • West DM. E-government and the transformation of service delivery and citizen attitudes. Public Adm Rev. 2004;64(1):15–27. doi:10.1111/j.1540-6210.2004.00343.x.
  • Canh NP, Thanh SD. Financial development and the shadow economy: a multi-dimensional analysis. Econ Anal Policy. 2020;67:37–54. doi:10.1016/j.eap.2020.05.002.
  • Felipe J, Kumar U, Abdon A, Bacate M. Product complexity and economic development. Struct Change Econ Dyn. 2012;23(1):36–68. doi:10.1016/j.strueco.2011.08.003.
  • Hausman R, Hidalgo, CA. The network structure of economic output. J of Eco Grow. 2011;16(4): 309–342. doi:10.1007/s10887-011-9071-4.
  • Hausmann R, Hidalgo CA, Bustos S, Coscia M, Simoes A, and Yildirim MA. The atlas of economic complexity: mapping paths to prosperity. Cambridge, MA: MIT Press; 2014.
  • Mariani MS, Vidmer A, Medo M, Zhang YC. Measuring economic complexity of countries and products: which metric to use? Eur Phys J B. 2015;88(11):293. doi:10.1140/epjb/e2015-60298-7.
  • Inoua S A simple measure of economic complexity. arXiv preprint arXiv:1601.05012. 2016:19.
  • Banga K. Digital technologies and product upgrading in global value chains: empirical evidence from Indian manufacturing firms. Eur J Dev Res. 2022;34:77–102. doi:10.1057/s41287-020-00357-x.
  • Sweet C, Eterovic D. Do patent rights matter? 40 years of innovation, complexity and productivity. World Dev. 2019;115:78–93. doi:10.1016/j.worlddev.2018.10.009.
  • Rachinger M, Rauter R, Müller C, Vorraber W, Schirgi E. Digitalization and its influence on business model innovation. J Manuf Technol Manag. 2019;30(8):1143–60. doi:10.1108/JMTM-01-2018-0020.
  • Coronado-Medina A, Arias-Perez J, Perdomo-Charry G. Fostering product innovation through digital transformation and absorptive capacity. Int J Innov Technol. 2020;17(6):2050040. doi:10.1142/S0219877020500406.
  • Niebel T. ICT and economic growth–Comparing developing, emerging and developed countries. World Dev. 2018;104:197–211. doi:10.1016/j.worlddev.2017.11.024.
  • Adeleye BN, Adedoyin F, Nathaniel S. The criticality of ICT-trade nexus on economic and inclusive growth. Inf Technol Dev. 2021;27(2):293–313. doi:10.1080/02681102.2020.1840323.
  • Kretschmer T, Cardona M, Strobel T. The contribution of ICT to productivity: key conclusions from surveying the empirical literature. Inf Econ Policy. 2013;3(25):109–25. doi:10.1016/j.infoecopol.2012.12.002.
  • Herzog K, Winter G, Kurka G, Ankermann K, Binder R, Ringhofer M, Maierhofer A, Flick A. The digitalization of steel production. Berg Huettenmaenn Monatsh. 2017;162:504–13. doi:10.1007/s00501-017-0673-9.
  • Pop LD. Digitalization of the system of data analysis and collection in an automotive company. Procedia Manuf. 2020;46:238–43. doi:10.1016/j.promfg.2020.03.035.
  • Dethine B, Enjolras M, Monticolo D. Digitalization and SMEs’ export management: impacts on resources and capabilities. Technol Innov Manag Rev. 2020;10(4):18–34. doi:10.22215/timreview/1344.
  • Damgaard J, Elkjaer T, Johannesen N. Piercing the veil. Finance Dev. 2018;0055( 002). doi:10.5089/9781484357415.022.A016.
  • World Economic Forum. Accelerating digital inclusion in a post-COVID World. 2021. [accessed 2021 Dec 28]. https://www.mastercardcenter.org/events/Davos-2021-Ajay-Banga
  • Fan H, Lai E, Li Y. Credit constraints, quality, and export prices: theory and evidence from China. J Comp Econ. 2015;43(2):390–416. doi:10.1016/j.jce.2015.02.007.
  • Svirydzenka K Introducing a new board-based index of financial development. IMF Working Papers; 2016; 2016(5). Doi: 10.5089/9781513583709.001
  • Maskus KE, Neumann R, Seidel T. How national and international financial development affect industrial R&D. Eur Econ Rev. 2012;56(1):72–83. doi:10.1016/j.euroecorev.2011.06.002.
  • Dutta N, Sobel RS. Entrepreneurship and human capital: the role of financial development. Int Rev Econ Finance. 2018;57:319–32. doi:10.1016/j.iref.2018.01.020.
  • Acemoglu D, Zilibotti F. Productivity differences. Q J Econ. 2001;116(2):563–606. doi:10.1162/00335530151144104.
  • Elgin C, and Oztunali O Shadow economies around the world: model based estimates. Istanbul: Bogazici University Department of Economics Working Papers; 2012:1–48. https://econpapers.repec.org/paper/bouwpaper/2012_2f05.htm (Accessed 22 October 2021).
  • Stern DI. The rise and fall of the environmental Kuznets curve. World Dev. 2004;32(8):1419–39. doi:10.1016/j.worlddev.2004.03.004.
  • Adam IO. Examining E-Government development effects on corruption in Africa: the mediating effects of ICT development and institutional quality. Technol Soc. 2020;61:101245. doi:10.1016/j.techsoc.2020.101245.
  • Constantine C. Economic structures, institutions and economic performance. J Econ Struct. 2017;6(1):1–8. doi:10.1186/s40008-017-0063-1.
  • Lee KK, Vu TV. Economic complexity, human capital and income inequality: a cross-country analysis. Jpn Econ Rev. 2020;71(4):695–718. doi:10.1007/s42973-019-00026-7.
  • Barnes AP, Hansson H, Manevska-Tasevska G, Shrestha SS, Thomson SG. The influence of diversification on long-term viability of the agricultural sector. Land Use Policy. 2015;49:404–12. doi:10.1016/j.landusepol.2015.08.023.
  • Joya O. Growth and volatility in resource-rich countries: does diversification help? Struct Change Econ Dyn. 2015;35:38–55. doi:10.1016/j.strueco.2015.10.001.
  • Vu TV. Does institutional quality foster economic complexity? Emp Eco. 2022. doi:10.1007/s00181-021-02175-4.
  • Zhu S, Fu X. Drivers of export upgrading. World Dev. 2013;51:221–33. doi:10.1016/j.worlddev.2013.05.017.
  • Nguyen CP, Su TD. Financing the economy: the multidimensional influences of financial development on economic complexity. J Int Dev. 2021;33(4):644–84. doi:10.1002/jid.3541.
  • Ghebrihiwet N. FDI technology spillovers in the mining industry: lesson from South Africa’s mining sector. Res Pol. 2019;62:463–71. doi:10.1016/j.resourpol.2018.04.005.
  • Tacchella A, Cristelli M, and Caldarelli G, Gabrielli, A, Pietronero L . A new metrics for countries’ fitness and products’ complexity. Sci Rep. 2012;2(2012):723. doi:10.1038/srep00723.
  • Teixeira AAC, Fortuna N. Human capital, R&D, trade, and long-run productivity. Testing the technological absorption hypothesis for the Portuguese economy, 1960–2001. Res Pol. 2010;39:335–50. doi:10.1016/j.respol.2010.01.009.
  • Pesaran MH. General diagnostic tests for cross-sectional dependence in panels. Empir Econ. 2021;60(1):13–50. doi:10.1007/s00181-020-01875-7.
  • Pesaran MH General diagnostic tests for cross section dependence in panels. University of Cambridge, Faculty of Economics, Cambridge Working Papers in Economics No. 0435.
  • Beck N, Katz JN. What to do and not do with crossectional data. Am Polit Sci Rev. 1995;89(3):634–47. doi:10.2307/2082979.
  • Canh NP, Schinckus C, Thanh SD, Ling FCH. Effects of the internet, mobile, and land phones on income inequality and The Kuznets curve: cross country analysis. Telecomm Policy. 2020;44(10):102041. doi:10.1016/j.telpol.2020.102041.
  • Schneider F, Enste DH. Shadow economies: size, causes, and consequences. J Econ Lit. 2000;38(1):77–114. doi:10.1257/jel.38.1.77.
  • Pesaran MH, Smith R. Estimating long-run relationships from dynamic heterogeneous panels. J Econom. 1995;68(1):79–113. doi:10.1016/0304-4076(94)01644-F.
  • Foundation for European Progressive Studies. (2020). [accessed 2021 Dec 22]. https://euagenda.eu/organisers/foundation-for-european-progressive-studies
  • Unger RM The knowledge economy; Organisation for Economic Co-operation and Development (OECD); 2019. OECD Working Paper. https://www.oecd.org/naec/THE-KNOWLEDGE-ECONOMY.pdf (Accessed 22 October 2021).
  • Trajtenberg M AI as the next GPT: a Political-Economy Perspective. National Bureau of Economic Research; Cambridge (MA): National Bureau of Economic Research; 2018. Report no: WORKING PAPER 24245. doi: 10.3386/w24245.
  • Ficarra M, Rückert D, Virginie A, Weiss C Digitalization in Europe 2020–2021: evidence from the EIB investment survey. Luxembourg: European Investment Bank; 2021. Report no: QH-BS-21-001-EN-E. doi: 10.2867/1363.
  • Economic Commission for Latin America and the Caribbean (ECLAC). Digital technologies for a new future. Santiago (): Economic Commission for Latin America and the Caribbean (ECLAC); 2021. Report no: LC/TS.2021/43.

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