Does Information and Communication Technology Influence the Shadow Economy? A Panel Data Analysis for EU Countries
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References
- Abu Alfoul, M. N., Khatatbeh, I. N., & Jamaani, F. (2022). What Determines the Shadow Economy? An Extreme Bounds Analysis. Sustainability, 14(10), 5761. https://doi.org/10.3390/su14105761
- Achim, M. V., Borlea, S. N., & Văidean, V. L. (2021). Does technology matter for combating economic and financial crime? A panel data study. Technological and Economic Development of Economy, 27(1), 223–261. https://doi.org/10.3846/tede.2021.13977
- Achim, M. V., Postea, M. M., & Noja, G. G. (2024). New estimate of shadow economy based on the total energy consumption. Evidence from the European Union countries. Energy Economics, 130, 107335. https://doi.org/10.1016/j.eneco.2024.107335
- Adalbert Abraham Ghislain, M. B. (2022). Does the diffusion of information and communication technologies affect the shadow economy in Africa? African Development Review, 34(4), 513–526. https://doi.org/10.1111/1467-8268.12676
- Ajide, F. M., & Dada, J. T. (2022). The impact of ICT on shadow economy in West Africa. International Social Science Journal, 72(245), 749–767. https://doi.org/10.1111/issj.12337
- Alm, J. (2021). Tax evasion, technology, and inequality. Economics of Governance, 22(4), 321–343. https://doi.org/10.1007/s10101-021-00247-w
- Alstadsæter, A., Johannesen, N., Le Guern Herry, S., & Zucman, G. (2022). Tax evasion and tax avoidance. Journal of Public Economics, 206, 104587. https://doi.org/10.1016/j.jpubeco.2021.104587
- Amanova, M. (2022). Do R&D and digitalization affect shadow economy in Uzbekistan? Proceedings of the 6th International Conference on Future Networks & Distributed Systems, 258–264. https://doi.org/10.1145/3584202.3584240
- Amoh, J. K., & Ali-Nakyea, A. (2019). Does corruption cause tax evasion? Evidence from an emerging economy. Journal of Money Laundering Control, 22(2), 217–232. https://doi.org/10.1108/JMLC-01-2018-0001
- Amoh, J. K., Ofori-Boateng, K., Nsor-Ambala, R., & Bugri Anarfo, E. (2023). Tax efforts and tax evasion–economic development Nexus. Does institutional quality matter? Cogent Economics & Finance, 11(2), 2243174. https://doi.org/10.1080/23322039.2023.2243174
- Amzuică, B.-F., Mititelu, R.-A., & Nișulescu, I. (2023). Digitalization of Business – Implications on Tax Evasion Dimensions. Proceedings of the International Conference on Business Excellence, 17(1), 1888–1896. https://doi.org/10.2478/picbe-2023-0166
- Andrushchenko, V., Yershova-Babenko, I., Kozobrodova, D., Seliverstova, A., & Lysakova, I. (2022). Digitalization of society: Implications and perspectives in the context of the psycho-dimensionality of social reality / psychosynertics. Revista Amazonia Investiga, 11(56), 183–195. https://doi.org/10.34069/AI/2022.56.08.19
- Bagnall, J., Bounie, D., Huynh, K. P., Kosse, A., Schmidt, T., Schuh, S., & Stix, H. (2016). Consumer Cash Usage: A Cross-Country Comparison with Payment Diary Survey Data. International Journal of Central Banking. https://www.ijcb.org/journal/ijcb16q4a1.pdf
- Baklouti, N., & Boujelbene, Y. (2019). The Economic Growth–Inflation–Shadow Economy Trilogy: Developed Versus Developing Countries. International Economic Journal, 33(4), 679–695. https://doi.org/10.1080/10168737.2019.1641540
- Baliamoune, Mina N. (2002) : The new economy and developing countries: Assessing the role of ICT diffusion, WIDER Discussion Paper, No. 2002/77, ISBN 9291902799, The United Nations University World Institute for Development Economics Research (UNU-WIDER), Helsinki, URL: https://hdl.handle.net/10419/53060
- Baneliene, R., & Melnikas, B. (2019). The Shadow Economy in the Eastern Partnership Countries: Modelling and Estimating in the Context of the Needs to Develop Economic Cooperation Between the European Union and Eastern Partnership Countries. International Journal of Economic Sciences, 8(1), 1–19. https://doi.org/10.20472/ES.2019.8.1.001
- Bhatti, M. I., Hamelin, N., & Saidov, T. (2024). What drives the hidden side of Uzbekistan’s shadow economy? Post-Communist Economies, 36(3), 281–297. https://doi.org/10.1080/14631377.2023.2287757
- Boitan, I. A., & Ștefoni, S. E. (2023). Digitalization and the Shadow Economy: Impact Assessment and Policy Implications for EU Countries. Eastern European Economics, 61(2), 152–180. https://doi.org/10.1080/00128775.2022.2102508
- Bond, S. R., Hoeffler, A., & Temple, J. R. W. (2001). GMM Estimation of Empirical Growth Models. SSRN, 290522.
- Bozhenko, V., Boyko, A., Vondráček, M., & Karácsony, P. (2024). Shadow economy and financial stability from the perspective of finance digitalization. Journal of International Studies, 17(2), 191–205. https://doi.org/10.14254/2071-8330.2024/17-2/10
- Brici, I., & Achim, M. V. (2023). Does the Digitalization of Public Services Influence Economic and Financial Crime? Studies in Business and Economics, 18(2), 67–85. https://doi.org/10.2478/sbe-2023-0025
- Buehn, A., Lessmann, C., & Markwardt, G. (2013). Decentralization and the shadow economy: Oates meets Allingham–Sandmo. Applied Economics, 45(18), 2567–2578. https://doi.org/10.1080/00036846.2012.671923
- Buszko, A. T. (2018). Cultural Implications for the Shadow Economy. Engineering Economics, 29(1), 46–52. https://doi.org/10.5755/j01.ee.29.1.18069
- Canh, P. N., & Dinh Thanh, S. (2020). Exports and the shadow economy: Non-linear effects. The Journal of International Trade & Economic Development, 29(7), 865–890. https://doi.org/10.1080/09638199.2020.1759676
- Cuturela, A., Toma, S., & Simion, C. (2023). Dimensions of social inclusion in Romania. https://insse.ro/cms/sites/default/files/field/publicatii/dimensiuni_ale_incluziunii_sociale_in_romania_2022.pdf?utm_source=chatgpt.com
- Doan, N., Phuc Nguyen, C., & Quang Nguyen, B. (2025). How e-Government Affects the Shadow Economy: A Further Analysis. International Economic Journal, 1–41. https://doi.org/10.1080/10168737.2025.2456156
- Elgin, C. (2013). Internet usage and the shadow economy: Evidence from panel data. Economic Systems, 37(1), 111–121. https://doi.org/10.1016/j.ecosys.2012.08.005
- Elgin, C., & Iyidost, E. (2022). Velocity of money and shadow economy. Applied Economics Letters, 29(18), 1741–1745. https://doi.org/10.1080/13504851.2021.1961117
- European system of national and regional accounts in the European Union, (2013) Regulation No. 549/2013 of the European Parliament, URL: https://eur-lex.europa.eu/eli/reg/2013/549/oj/eng (accessed 12.11.24)
- Eurostat, Database, URL https://ec.europa.eu/eurostat/data/database (accessed 12.11.24).
- Galeeva, N. N., Rogacheva, A. M., Hanafieva, I. R., & Kadesnikova, O. V. (2022). The Tools to Prevent the Shadow Economic Processes During Their Digitalization. În E. G. Popkova (Ed.), Business 4.0 as a Subject of the Digital Economy (pp. 449–453). Springer International Publishing. https://doi.org/10.1007/978-3-030-90324-4_72
- Gasparėnienė, L., & Remeikienė, R. (2016, mai 12). Shadow economy estimation methods: Digital shadow economy assessment aspect. 9th International Scientific Conference “Business and Management 2016”. Business and Management 2016, Vilnius Gediminas Technical University, Lithuania. https://doi.org/10.3846/bm.2016.34
- Gaspareniene, L., Remeikiene, R., & Ginevičius, R. (2018). Attitudes of European Consumers towards Digital Shadow Economy: Lithuanian and Spanish Cases. Acta Polytechnica Hungarica, 15(4), 121–142. https://doi.org/10.12700/APH.15.4.2018.4.7
- Goel, R. K., & Saunoris, J. W. (2019). Does variability in crimes affect other crimes? The case of international corruption and shadow economy. Applied Economics, 51(3), 239–258. https://doi.org/10.1080/00036846.2018.1494378
- Haruna, E. U., & Alhassan, U. (2022). Does digitalization limit the proliferation of the shadow economy in African countries? An in‐depth panel analysis. African Development Review, 34(S1). https://doi.org/10.1111/1467-8268.12653
- Immordino, G., & Russo, F. F. (2018). Cashless payments and tax evasion. European Journal of Political Economy, 55, 36–43. https://doi.org/10.1016/j.ejpoleco.2017.11.001
- Kitsios, E., Jalles, J. T., & Verdier, G. (2023). Tax evasion from cross-border fraud: Does digitalization make a difference? Applied Economics Letters, 30(10), 1400–1406. https://doi.org/10.1080/13504851.2022.2056566
- Luong, T. T. H., Nguyen, T. M., & Nguyen, T. A. N. (2020). Rule of Law, Economic Growth and Shadow Economy in Transition Countries. The Journal of Asian Finance, Economics and Business, 7(4), 145–154. https://doi.org/10.13106/JAFEB.2020.VOL7.NO4.145
- Lv, J., Li, S., Zhu, M., & Huang, W. (2024). Can the digital economy development limit the size of the informal economy? A nonlinear analysis based on China’s provincial panel data. Economic Analysis and Policy, 83, 896–921. https://doi.org/10.1016/j.eap.2024.07.022
- Mara, E. R. (2025). Quo Vadis Shadow Economy in A Digitalized World? Evidence from Panel Cointegration for EU Countries: Journal of Innovation Economics & Management, Prépublication(0), I179-XL. https://doi.org/10.3917/e.jie.pr2.0179
- Marmora, P., & Mason, B. J. (2021). Does the shadow economy mitigate the effect of cashless payment technology on currency demand? Dynamic panel evidence. Applied Economics, 53(6), 703–718. https://doi.org/10.1080/00036846.2020.1813246
- Mazhar, U., & Méon, P.-G. (2017). Taxing the unobservable: The impact of the shadow economy on inflation and taxation. World Development, 90, 89–103. https://doi.org/10.1016/j.worlddev.2016.08.019
- Medina, L., & Schneider, F. (2018). Shadow economies around the world: What did we learn over the last 20 years? International Monetary Fund.
- Medina, L., & Schneider, F. G. (2019). Shedding Light on the Shadow Economy: A Global Database and the Interaction with the Off icial One. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3502028
- Mohammadi Khyareh, M. (2019). A cointegration analysis of tax evasion, corruption and entrepreneurship in OECD countries. Economic Research-Ekonomska Istraživanja, 32(1), 3627–3646. https://doi.org/10.1080/1331677X.2019.1674175
- Ndoya, H., Okere, D., Belomo, M. L., & Atangana, M. (2023). Does ICTs decrease the spread of informal economy in Africa? Telecommunications Policy, 47(2), 102485. https://doi.org/10.1016/j.telpol.2022.102485
- Nevzorova, E. N., Kireenko, A. P., & Leontyeva, Y. V. (2018). If Development of Technologies can Win Shadow Economy. 2018 XIV International Scientific-Technical Conference on Actual Problems of Electronics Instrument Engineering (APEIE), 422–428. https://doi.org/10.1109/APEIE.2018.8546303
- Nguyen, C. P., Schinckus, C., Nguyen, Q. B., & Le Tran, D. T. (2024). Digitalization and informal economy: A global evidence of internet usage. Journal of Industrial and Business Economics, 51(1), 1–37. https://doi.org/10.1007/s40812-023-00278-w
- Nozim Muminov, Shoira Olimjanova, Akmal Salimov, & Tatyana Kim. (2020). Digitalization AS An Important Factor Of Legalization Of The Shadow Economy. International Journal on Economics, Finance and Sustainable Development, 2(2), 16–19.
- Omar, N., Md Amin, W. L., & Abdul Raof, N. (2021). Addressing Offshore Tax Evasion Challenges in the Rising of Digitalization Economy. Environment-Behaviour Proceedings Journal, 6(18), 243–248. https://doi.org/10.21834/ebpj.v6i18.3019
- Put, S., (2020). The taxpayer’s rights between proclamation and guarantee, in Eufire. European Financial Regulation, Ed. Universităţii Alexandru Ioan Cuza, Iaşi, p. 462. URL: https://eufire.uaic.ro/wp-content/uploads/2020/10/EUFIRE_2020.pdf
- Rahman, S. U., Faisal, F., Ali, A., Sulimany, H. G. H., & Bazhair, A. H. (2023). Do financial technology and financial development lessen shadow economy? Evidence from BRICST economies using heterogenous bootstrap panel causality. The Quarterly Review of Economics and Finance, 90, 201–210. https://doi.org/10.1016/j.qref.2023.06.005
- Regulation (eu) 2024/1624 of the European Parliament and of the council, (2024) . EUR-Lex. URL https://eur-lex.europa.eu/legal-content/RO/TXT/?uri=CELEX%3A32024R1624 (accessed 23.12.24).
- Remeikienė, R., Gasparėnienė, L., Bayar, Y., Ginevičius, R., & Ragaišytė, I. M. (2022). ICT development and shadow economy: Empirical evidence from the EU transition economies. Economic Research-Ekonomska Istraživanja, 35(1), 762–777. https://doi.org/10.1080/1331677X.2021.1932545
- Remeikiene, R., Gaspareniene, L., & Schneider, F. G. (2017). The definition of digital shadow economy. Technological and Economic Development of Economy, 24(2), 696–717. https://doi.org/10.3846/20294913.2016.1266530
- Sacchi, A., Santolini, R., & Schneider, F. (2022). On the effects of e -participation on shadow economy: A worldwide empirical analysis. German Economic Review, 23(3), 463–491. https://doi.org/10.1515/ger-2021-0076
- Sahnoun, M., & Abdennadher, C. (2019). The nexus between unemployment rate and shadow economy: A comparative analysis of developed and developing countries using a simultaneous-equation model. No. 2019-30.
- Schneider, F. (2022). New COVID-related results for estimating the shadow economy in the global economy in 2021 and 2022. International Economics and Economic Policy, 19(2), 299–313. https://doi.org/10.1007/s10368-022-00537-6
- Silalahi, P. (2022). Analysis of the effect of ICT, tax and corruption on shadow economy in G20 countries. Jurnal Ekonomi Dan Kebijakan Pembangunan, 11(2), 132-145.
- Silveira, J. J. D., Lima, G. T., & Torres, L. B. (2025). Persistence and Pervasiveness of Tax Evasion: An Evolutionary Analytical Framework. International Journal of Economics and Finance, 17(2), 87. https://doi.org/10.5539/ijef.v17n2p87
- Smith, G. S. (2015). Management models for international cybercrime. Journal of Financial Crime, 22(1), 104–125. https://doi.org/10.1108/JFC-09-2013-0051
- Syed, A. A., Ahmed, F., Kamal, M. A., & Trinidad Segovia, J. E. (2021). Assessing the Role of Digital Finance on Shadow Economy and Financial Instability: An Empirical Analysis of Selected South Asian Countries. Mathematics, 9(23), 3018. https://doi.org/10.3390/math9233018
- Sulistiyowati, L. N. ., & Effrisanti, Y. . (2022). The effect of digital finance behavior toward shadow economy in southeast asia countries. International Conference On Economics Business Management And Accounting (ICOEMA), 1, 768-782. Retrieved from https://conference.untag-sby.ac.id/index.php/icoema/article/view/2207
- Tran, T. K. P. (2021). Unemployment and Shadow Economy in ASEAN Countries. The Journal of Asian Finance, Economics and Business, 8(11), 41–46. https://doi.org/10.13106/JAFEB.2021.VOL8.NO11.0041
- Tran, T. P.-K., Tran, N. P., Nguyen, P. V., & Vo, D. H. (2024). Government expenditure–shadow economy nexus: The role of fiscal deficit. International Journal of Emerging Markets, 19(2), 322–338. https://doi.org/10.1108/IJOEM-12-2021-1934
- Uyar, A., Benkraiem, R., Nimer, K., & Schneider, F. (2024). Education, Digitalization and Tax Evasion: International Evidence. International Journal of Public Administration, 47(1), 41–56. https://doi.org/10.1080/01900692.2022.2082471
- Veiga, L., & Rohman, I. K. (2017). e-Government and the Shadow Economy: Evidence from Across the Globe. În M. Janssen, K. Axelsson, O. Glassey, B. Klievink, R. Krimmer, I. Lindgren, P. Parycek, H. J. Scholl, & D. Trutnev (Ed.), Electronic Government (Vol. 10428, pp. 105–116). Springer International Publishing. https://doi.org/10.1007/978-3-319-64677-0_9
- Verma, A., Giri, A. K., & Debata, B. (2024). ICT Diffusion, Financial Instability, and Shadow Economy: Panel Evidence from SAARC Economies. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-024-02420-y
- Viren, M. (2015). Why so little revenues are obtained from a presumed large shadow economy? Economics of Governance, 16(2), 101–123. https://doi.org/10.1007/s10101-015-0165-x
- Vo, D. H., Tran, N. P., Tran, T. P.-K., Le, Q. T.-T., & Nguyen, P. V. (2023). Government expenditure, budget deficit and shadow economy. Journal of Economic Policy Reform, 26(4), 442–460. https://doi.org/10.1080/17487870.2023.2268250
- Wang, S., & Li, W. (2024). Effects of ICT and Energy Transition on Sustainable Fiscal Growth: Empirical Evidence from China. Engineering Economics, 35(2), 209–221. https://doi.org/10.5755/j01.ee.35.2.33431
- World Bank, World Development Indicators, URL https://databank.worldbank.org/source/world-development-indicators (accessed 12.11.24).
- Yamen, A., Coskun, A., & Mersni, H. (2023). Digitalization and tax evasion: The moderation effect of corruption. Economic Research-Ekonomska Istraživanja, 36(2), 2142634. https://doi.org/10.1080/1331677X.2022.2142634
- Yan, F., Chen, B., & Yang, Y. (2024). ICT, Financial Inclusion and the Informal Economy: Evidence from Selected Latin American and Caribbean Countries. Emerging Markets Finance and Trade, 60(5), 1002–1017. https://doi.org/10.1080/1540496X.2023.2266110
- Yu, C., & Li, Y. (2024). Digitalization of tax collection and enterprises’ social security compliance. International Tax and Public Finance. https://doi.org/10.1007/s10797-024-09867-4
- Zeiler, I., Sallusti, F., Kamprad, A., & Bisogno, E. (2019). Measuring illegal economic activities and illicit financial flows: Challenges and possible solutions. 7th IMF Statistical Forum. https://www.imf.org/en/News/Seminars/Conferences/2019/03/25/7th-statistical-forum?utm_source=chatgpt.com
- Zhanabekov, S. (2022). Robust determinants of the shadow economy. Bulletin of Economic Research, 74(4), 1017–1052. https://doi.org/10.1111/boer.12330
- Zhou, S., Zhou, P., & Ji, H. (2022). Can digital transformation alleviate corporate tax stickiness: The mediation effect of tax avoidance. Technological Forecasting and Social Change, 184, 122028. https://doi.org/10.1016/j.techfore.2022.122028
DOI: https://doi.org/10.2478/picbe-2025-0219 | Journal eISSN: 2558-9652
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Published on: Jul 24, 2025
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