IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v73y2022icp210-227.html
   My bibliography  Save this article

Does economic complexity matter for the shadow economy?

Author

Listed:
  • Nguyen, Canh Phuc

Abstract

Reflecting the geography of economic activities, economic complexity may be important for the shadow economy. This study is the first attempt to analyse the influence of economic complexity on the shadow economy. Analyses are carried out for 115 economies and three subsamples (i.e., 45 low- and lower-middle-income economies (LMEs); 32 upper-middle-income economies (UMEs); and 38 high-income economies (HIEs)) from 1995 to 2017. Several estimates are applied to panel data, providing robust results. First, increases in economic complexity are found to (i) reduce the relative size of the shadow economy (% official GDP); while (ii) increasing the absolute size of the shadow economy (constant USD). This implies that economic complexity might have benefits for both the official and shadow economies, but the benefits for the official economy are likely dominant over the shadow economy. Second, economic complexity appears to have a negative influence on both the relative and absolute size of the shadow economy in the long run. Third, the analyses for the three subsamples add further findings. The influence of economic complexity on the shadow economy is found to be consistent in HIEs and LMEs, while economic complexity has a negative influence on both the relative and absolute size of the shadow economy in UMEs.

Suggested Citation

  • Nguyen, Canh Phuc, 2022. "Does economic complexity matter for the shadow economy?," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 210-227.
  • Handle: RePEc:eee:ecanpo:v:73:y:2022:i:c:p:210-227
    DOI: 10.1016/j.eap.2021.12.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592621001715
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2021.12.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Elgin, Ceyhun & Uras, Burak R., 2013. "Public debt, sovereign default risk and shadow economy," Journal of Financial Stability, Elsevier, vol. 9(4), pages 628-640.
    2. Chu, Lan Khanh & Hoang, Dung Phuong, 2020. "How does economic complexity influence income inequality? New evidence from international data," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 44-57.
    3. Sebastian Kripfganz & Claudia Schwarz, 2019. "Estimation of linear dynamic panel data models with time‐invariant regressors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(4), pages 526-546, June.
    4. A. P. Kireenko & E. N. Nevzorova, 2019. "Shadow Economy in the Countryside of Russian Regions," Regional Research of Russia, Springer, vol. 9(1), pages 66-77, January.
    5. Elgin, Ceyhun & Oztunali, Oguz, 2014. "Pollution and informal economy," Economic Systems, Elsevier, vol. 38(3), pages 333-349.
    6. Trung V. Vu, 2022. "Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities," Empirical Economics, Springer, vol. 63(3), pages 1571-1604, September.
    7. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    8. Leandro Medina & Mr. Friedrich Schneider, 2018. "Shadow Economies Around the World: What Did We Learn Over the Last 20 Years?," IMF Working Papers 2018/017, International Monetary Fund.
    9. Leandro Medina & Friedrich Schneider, 2019. "Shedding Light on the Shadow Economy: A Global Database and the Interaction with the Official One," CESifo Working Paper Series 7981, CESifo.
    10. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    11. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    12. Colombo, Valentina, 2013. "Economic policy uncertainty in the US: Does it matter for the Euro area?," Economics Letters, Elsevier, vol. 121(1), pages 39-42.
    13. Romero, João P. & Gramkow, Camila, 2021. "Economic complexity and greenhouse gas emissions," World Development, Elsevier, vol. 139(C).
    14. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    15. Dong Frank Wu & Mr. Friedrich Schneider, 2019. "Nonlinearity Between the Shadow Economy and Level of Development," IMF Working Papers 2019/048, International Monetary Fund.
    16. Sabyasachi Tripathi, 2021. "Do macroeconomic factors promote urbanization? Evidence from BRICS countries," Asia-Pacific Journal of Regional Science, Springer, vol. 5(2), pages 397-426, June.
    17. Tanzi, Vito, 1999. "Uses and Abuses of Estimates of the Underground Economy," Economic Journal, Royal Economic Society, vol. 109(456), pages 338-347, June.
    18. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    19. Axel Dreher & Friedrich Schneider, 2010. "Corruption and the shadow economy: an empirical analysis," Public Choice, Springer, vol. 144(1), pages 215-238, July.
    20. Axel Dreher & Christos Kotsogiannis & Steve McCorriston, 2009. "How do institutions affect corruption and the shadow economy?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 16(6), pages 773-796, December.
    21. Torgler, Benno & Schneider, Friedrich, 2009. "The impact of tax morale and institutional quality on the shadow economy," Journal of Economic Psychology, Elsevier, vol. 30(2), pages 228-245, April.
    22. Bittencourt, Manoel & Gupta, Rangan & Stander, Lardo, 2014. "Tax evasion, financial development and inflation: Theory and empirical evidence," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 194-208.
    23. Su, Yaqin & Tesfazion, Petros & Zhao, Zhong, 2018. "Where are the migrants from? Inter- vs. intra-provincial rural-urban migration in China," China Economic Review, Elsevier, vol. 47(C), pages 142-155.
    24. Sweet, Cassandra & Eterovic, Dalibor, 2019. "Do patent rights matter? 40 years of innovation, complexity and productivity," World Development, Elsevier, vol. 115(C), pages 78-93.
    25. Oliver Reimers, 2015. "Tax Evasion and the Shadow Economy," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 12(4), pages 61-62, 01.
    26. Sebastián Bustos & Charles Gomez & Ricardo Hausmann & César A Hidalgo, 2012. "The Dynamics of Nestedness Predicts the Evolution of Industrial Ecosystems," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-8, November.
    27. Nguyen, Canh Phuc & Schinckus, Christophe & Su, Thanh Dinh, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, Elsevier, vol. 164(C), pages 140-150.
    28. Peter Kannen, 2020. "Does foreign direct investment expand the capability set in the host economy? A sectoral analysis," The World Economy, Wiley Blackwell, vol. 43(2), pages 428-457, February.
    29. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
    30. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    31. Ferrarini, Benno & Scaramozzino, Pasquale, 2016. "Production complexity, adaptability and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 52-61.
    32. Aziz N. Berdiev & James W. Saunoris & Friedrich Schneider, 2018. "Give Me Liberty, or I Will Produce Underground: Effects of Economic Freedom on the Shadow Economy," Southern Economic Journal, John Wiley & Sons, vol. 85(2), pages 537-562, October.
    33. Chong, Alberto & Calderon, Cesar, 2000. "Institutional Quality and Income Distribution," Economic Development and Cultural Change, University of Chicago Press, vol. 48(4), pages 761-786, July.
    34. Canh, Nguyen Phuc & Thanh, Su Dinh, 2020. "Financial development and the shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 37-54.
    35. Reed W. Robert & Webb Rachel, 2010. "The PCSE Estimator is Good -- Just Not As Good As You Think," Journal of Time Series Econometrics, De Gruyter, vol. 2(1), pages 1-26, September.
    36. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, December.
    37. Dell’Anno, Roberto & Davidescu, Adriana AnaMaria, 2019. "Estimating shadow economy and tax evasion in Romania. A comparison by different estimation approaches," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 130-149.
    38. Eilat, Yair & Zinnes, Clifford, 2002. "The Shadow Economy in Transition Countries: Friend or Foe? A Policy Perspective," World Development, Elsevier, vol. 30(7), pages 1233-1254, July.
    39. Phuc Nguyen Canh & Su Dinh Thanh, 2020. "Exports and the shadow economy: Non-linear effects," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(7), pages 865-890, October.
    40. Canh Phuc Nguyen & Nhi Ai Nguyen & Christophe Schinckus & Thanh Dinh Su, 2018. "The Ambivalent Role of Institutions in the CO2 Emissions: The Case of Emerging Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 8(5), pages 7-17.
    41. Dominik H. Enste & Friedrich Schneider, 2000. "Shadow Economies: Size, Causes, and Consequences," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 77-114, March.
    42. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    43. Jeemol Unni, 2020. "Impact of COVID-19 on Informal Economy: The Revival," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(1), pages 113-118, October.
    44. Ivanova, Inga & Strand, Øivind & Kushnir, Duncan & Leydesdorff, Loet, 2017. "Economic and technological complexity: A model study of indicators of knowledge-based innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 77-89.
    45. Elbahnasawy, Nasr G., 2021. "Can e-government limit the scope of the informal economy?," World Development, Elsevier, vol. 139(C).
    46. Kang-Kook Lee & Trung V. Vu, 2020. "Economic complexity, human capital and income inequality: a cross-country analysis," The Japanese Economic Review, Springer, vol. 71(4), pages 695-718, October.
    47. Elgin, Ceyhun, 2013. "Internet usage and the shadow economy: Evidence from panel data," Economic Systems, Elsevier, vol. 37(1), pages 111-121.
    48. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    49. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    50. Aziz N. Berdiev & James W. Saunoris, 2018. "Does globalisation affect the shadow economy?," The World Economy, Wiley Blackwell, vol. 41(1), pages 222-241, January.
    51. Caggiano, Giovanni & Castelnuovo, Efrem & Figueres, Juan Manuel, 2017. "Economic policy uncertainty and unemployment in the United States: A nonlinear approach," Economics Letters, Elsevier, vol. 151(C), pages 31-34.
    52. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    53. Oliver Reimers, 2015. "Tax Evasion and the Shadow Economy," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 12(04), pages 61-62, January.
    54. Elgin, Ceyhun & Oyvat, Cem, 2013. "Lurking in the cities: Urbanization and the informal economy," Structural Change and Economic Dynamics, Elsevier, vol. 27(C), pages 36-47.
    55. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh & Chong, Felicia Hui Ling, 2021. "The determinants of the energy consumption: A shadow economy-based perspective," Energy, Elsevier, vol. 225(C).
    56. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    57. Niraja Srinivasan & Lorraine Eden, 2021. "Going digital multinationals: Navigating economic and social imperatives in a post-pandemic world," Journal of International Business Policy, Palgrave Macmillan, vol. 4(2), pages 228-243, June.
    58. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Export quality dynamics: Multidimensional evidence of financial development," The World Economy, Wiley Blackwell, vol. 44(8), pages 2319-2343, August.
    59. Awasthi,Rajul & Engelschalk,Michael, 2018. "Taxation and the shadow economy : how the tax system can stimulate and enforce the formalization of business activities," Policy Research Working Paper Series 8391, The World Bank.
    60. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    61. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    62. Phuc Nguyen Canh & Christophe Schinckus & Su Dinh Thanh, 2021. "What are the drivers of shadow economy? A further evidence of economic integration and institutional quality," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(1), pages 47-67, January.
    63. Katsiaryna Svirydzenka, 2016. "Introducing a New Broad-based Index of Financial Development," IMF Working Papers 2016/005, International Monetary Fund.
    64. Saleh Albeaik & Mary Kaltenberg & Mansour Alsaleh & Cesar A. Hidalgo, 2017. "Improving the Economic Complexity Index," Papers 1707.05826, arXiv.org, revised Jul 2017.
    65. Cong Minh Huynh & Vu Hong Thai Nguyen & Hoang Bao Nguyen & Phuc Canh Nguyen, 2020. "One-way effect or multiple-way causality: foreign direct investment, institutional quality and shadow economy?," International Economics and Economic Policy, Springer, vol. 17(1), pages 219-239, February.
    66. Athanasios Lapatinas & Anastasia Litina, 2019. "Intelligence and economic sophistication," Empirical Economics, Springer, vol. 57(5), pages 1731-1750, November.
    67. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    68. Bailey, Delia & Katz, Jonathan N., 2011. "Implementing Panel-Corrected Standard Errors in R: The pcse Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(c01).
    69. Nguyen Phuc Canh & Su Dinh Thanh & Christophe Schinckus & Jo Bensemann & Lai Trung Thanh, 2019. "Global Emissions: A New Contribution from the Shadow Economy," International Journal of Energy Economics and Policy, Econjournals, vol. 9(3), pages 320-337.
    70. Canh P. Nguyen & Christophe Schinckus & Dinh Su Thanh, 2020. "Economic Fluctuations And The Shadow Economy: A Global Study," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 20(03), pages 1-24, September.
    71. Farzanegan, Mohammad Reza & Hassan, Mai & Badreldin, Ahmed Mohamed, 2020. "Economic liberalization in Egypt: A way to reduce the shadow economy?," Journal of Policy Modeling, Elsevier, vol. 42(2), pages 307-327.
    72. Shujin Zhu & Renyu Li, 2017. "Economic complexity, human capital and economic growth: empirical research based on cross-country panel data," Applied Economics, Taylor & Francis Journals, vol. 49(38), pages 3815-3828, August.
    73. Ligita Gasparėnienė & Rita Remeikienė & Friedrich Georg Schneider, 2017. "Concept, motives and channels of digital shadow economy: consumers’ attitude," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(2), pages 273-287, March.
    74. Mihaela Iulia Pintea & Peter Thompson, 2007. "Technological Complexity and Economic Growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 10(2), pages 276-293, April.
    75. Albarracín E., Eva Susana & Gamboa, Juan C. Rodríguez & Marques, Elaine C.M. & Stosic, Tatijana, 2019. "Complexity analysis of Brazilian agriculture and energy market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 523(C), pages 933-941.
    76. repec:ces:ifodic:v:12:y:2015:i:4:p:19149998 is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gomez-Gonzalez, Jose E. & Uribe, Jorge M. & Valencia, Oscar M., 2023. "Does economic complexity reduce the probability of a fiscal crisis?," World Development, Elsevier, vol. 168(C).
    2. Isaac Ketu & Arsene Mouongue Kelly & Jules-Eric Tchapchet Tchouto, 2024. "Does economic complexity reduce the size of the shadow economy in African countries?," SN Business & Economics, Springer, vol. 4(1), pages 1-27, January.
    3. Mohd Ziaur Rehman & Shabeer Khan & Mohsin Ali & Faheem Ur Rehman & Wadi B. Alonazi & Mohammed Aljuaid, 2022. "Advance Dynamic Panel Second-Generation Two-Step System Generalized Method of Movement Modeling: Applications in Economic Stability-Shadow Economy Nexus with a Special Case of Kingdom of Saudi Arabia," Mathematics, MDPI, vol. 11(1), pages 1-16, December.
    4. Emmanuel Umoru Haruna & Usman Alhassan, 2022. "Does digitalization limit the proliferation of the shadow economy in African countries? An in‐depth panel analysis," African Development Review, African Development Bank, vol. 34(S1), pages 34-62, July.
    5. María Guadalupe Montiel-Hernández & Carla Carolina Pérez-Hernández & Blanca Cecilia Salazar-Hernández, 2024. "The Intrinsic Links of Economic Complexity with Sustainability Dimensions: A Systematic Review and Agenda for Future Research," Sustainability, MDPI, vol. 16(1), pages 1-26, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nguyen, Canh Phuc, 2021. "Gender equality and economic complexity," Economic Systems, Elsevier, vol. 45(4).
    2. Nguyen, Canh Phuc & Nguyen, Binh Quang, 2023. "Environmental foe or friend: The influence of the shadow economy on forest land," Land Use Policy, Elsevier, vol. 124(C).
    3. Ha, Le Thanh & Dung, Hoang Phuong & Thanh, To Trung, 2021. "Economic complexity and shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 408-422.
    4. Canh, Nguyen Phuc & Thanh, Su Dinh, 2020. "Financial development and the shadow economy: A multi-dimensional analysis," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 37-54.
    5. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Financing the economy: The multidimensional influences of financial development on economic complexity," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(4), pages 644-684, May.
    6. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh, 2020. "The natural resources rents: Is economic complexity a solution for resource curse?," Resources Policy, Elsevier, vol. 69(C).
    7. Trung V. Vu, 2022. "Does institutional quality foster economic complexity? The fundamental drivers of productive capabilities," Empirical Economics, Springer, vol. 63(3), pages 1571-1604, September.
    8. Canh Phuc Nguyen & Binh Nguyen Quang & Thanh Dinh Su, 2023. "Institutional frameworks and the shadow economy: new evidence of colonial history, socialist history, religion, and legal systems," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(3), pages 647-675, September.
    9. Kamguia, Brice & Tadadjeu, Sosson & Miamo, Clovis & Njangang, Henri, 2022. "Does foreign aid impede economic complexity in developing countries?," International Economics, Elsevier, vol. 169(C), pages 71-88.
    10. Nguyen, Canh Phuc & Su, Thanh Dinh, 2021. "Economic integration and economic complexity: The role of basic resources in absorptive capability in 40 selected developing countries," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 609-625.
    11. Isaac Ketu & Arsene Mouongue Kelly & Jules-Eric Tchapchet Tchouto, 2024. "Does economic complexity reduce the size of the shadow economy in African countries?," SN Business & Economics, Springer, vol. 4(1), pages 1-27, January.
    12. Canh Phuc Nguyen & Thanh Dinh Su, 2022. "When ‘uncertainty’ becomes ‘unknown’: Influences of economic uncertainty on the shadow economy," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(3), pages 677-716, September.
    13. Ben Saad, Myriam & Brahim, Mariem & Schaffar, Alexandra & Guesmi, Khaled & Ben Saad, Rym, 2023. "Economic complexity, diversification and economic development: The strategic factors," Research in International Business and Finance, Elsevier, vol. 64(C).
    14. Nguyen, Canh Phuc & Nguyen, Bach & Duy Tung, Bui & Dinh Su, Thanh, 2021. "Economic complexity and entrepreneurship density: A non-linear effect study," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    15. Canh P. Nguyen & Christophe Schinckus & Dinh Su Thanh, 2020. "Economic Fluctuations And The Shadow Economy: A Global Study," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 20(03), pages 1-24, September.
    16. Canh, Nguyen Phuc & Schinckus, Christophe & Thanh, Su Dinh & Chong, Felicia Hui Ling, 2021. "The determinants of the energy consumption: A shadow economy-based perspective," Energy, Elsevier, vol. 225(C).
    17. Henri Njangang & Youssouf Nvuh-Njoya, 2023. "Unravelling the link between democracy and economic complexity: fresh evidence from the Varieties of Democracy data," SN Business & Economics, Springer, vol. 3(3), pages 1-32, March.
    18. Saud, Shah & Haseeb, Abdul & Zafar, Muhammad Wasif & Li, Huiyun, 2023. "Articulating natural resource abundance, economic complexity, education and environmental sustainability in MENA countries: Evidence from advanced panel estimation," Resources Policy, Elsevier, vol. 80(C).
    19. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    20. Canh Phuc Nguyen & Christophe Schinckus & Thanh Dinh Su, 2020. "The drivers of economic complexity: International evidence from financial development and patents," International Economics, CEPII research center, issue 164, pages 140-150.

    More about this item

    Keywords

    Economic complexity; Shadow economy; Global sample; Panel data;
    All these keywords.

    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecanpo:v:73:y:2022:i:c:p:210-227. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/economic-analysis-and-policy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.