IDEAS home Printed from https://ideas.repec.org/a/eee/phsmap/v362y2006i2p471-479.html
   My bibliography  Save this article

A fuzzy logic approach to modeling the underground economy in Taiwan

Author

Listed:
  • Yu, Tiffany Hui-Kuang
  • Wang, David Han-Min
  • Chen, Su-Jane

Abstract

The size of the ‘underground economy’ (UE) is valuable information in the formulation of macroeconomic and fiscal policy. This study applies fuzzy set theory and fuzzy logic to model Taiwan's UE over the period from 1960 to 2003. Two major factors affecting the size of the UE, the effective tax rate and the degree of government regulation, are used. The size of Taiwan's UE is scaled and compared with those of other models. Although our approach yields different estimates, similar patterns and leading are exhibited throughout the period. The advantage of applying fuzzy logic is twofold. First, it can avoid the complex calculations in conventional econometric models. Second, fuzzy rules with linguistic terms are easy for human to understand.

Suggested Citation

  • Yu, Tiffany Hui-Kuang & Wang, David Han-Min & Chen, Su-Jane, 2006. "A fuzzy logic approach to modeling the underground economy in Taiwan," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 362(2), pages 471-479.
    • Handle: RePEc:eee:phsmap:v:362:y:2006:i:2:p:471-479
    DOI: 10.1016/j.physa.2005.08.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378437105008095
    Download Restriction: Full text for ScienceDirect subscribers only. Journal offers the option of making the article available online on Science direct for a fee of $3,000
    File URL: https://libkey.io/10.1016/j.physa.2005.08.002?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. repec:dau:papers:123456789/1888 is not listed on IDEAS
    2. Massimo Bordignon & Alberto Zanardi, 1997. "Tax Evasion in Italy," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 56(3-4), pages 169-210, December.
    3. Draeseke, Robert & Giles, David E.A., 2002. "A fuzzy logic approach to modelling the New Zealand underground economy," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 59(1), pages 115-123.
    4. Fugazza, Marco & Jacques, Jean-Francois, 2004. "Labor market institutions, taxation and the underground economy," Journal of Public Economics, Elsevier, vol. 88(1-2), pages 395-418, January.
    5. Simon Johnson & Daniel Kaufman & Andrei Shleifer, 1997. "The Unofficial Economy in Transition," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(2), pages 159-240.
    6. Rajat Deb & Manabendra Dasgupta, 1996. "Transitivity and fuzzy preferences," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 13(3), pages 305-318.
    7. Gregory Richardson, 1998. "The structure of fuzzy preferences: Social choice implications," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 15(3), pages 359-369.
    8. Johnson, Simon & Kaufmann, Daniel & Zoido-Lobaton, Pablo, 1998. "Regulatory Discretion and the Unofficial Economy," American Economic Review, American Economic Association, vol. 88(2), pages 387-392, May.
    9. Ihrig, Jane & Moe, Karine S., 2004. "Lurking in the shadows: the informal sector and government policy," Journal of Development Economics, Elsevier, vol. 73(2), pages 541-557, April.
    10. Kunal Sengupta, 1999. "Choice rules with fuzzy preferences: Some characterizations," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 16(2), pages 259-272.
    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. Mohammad Hossien Pourkazemi & Mohammad Naser Sherafat & Delfan Azari, 2015. "Modeling Iran`s Underground Economy: A Fuzzy Logic Approach," Iranian Economic Review (IER), Faculty of Economics,University of Tehran.Tehran,Iran, vol. 19(1), pages 91-106, Winter.
    2. Soheila Kaghazian & Isa Zaghi Jojadeh & Yazdan Naghdi, 2015. "Underground Economy Estimation in Iran by Mimic Method," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 1, pages 90-109.
    3. Günçavdi, Öner & Küçük, Ali Erhan, 2013. "Investment expenditure and capital accumulation in an inflationary environment: The case of Turkey," Journal of Policy Modeling, Elsevier, vol. 35(4), pages 554-571.

    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. Luigi Bonaventura, 2011. "Enforcement of regulation, irregular sector, and firm performance: a computational agent-based model," Netnomics, Springer, vol. 12(2), pages 99-113, July.
    2. Wang, David Han-Min & Lin, Jer-Yan & Yu, Tiffany Hui-Kuang, 2006. "A MIMIC approach to modeling the underground economy in Taiwan," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 371(2), pages 536-542.
    3. Afonso, Oscar, 2012. "The impact of public goods and services and public R&D on the non-observed economy size, wages inequality and growth," Economic Modelling, Elsevier, vol. 29(5), pages 1996-2004.
    4. Roberto Dell'Anno & Offiong Helen Solomon, 2008. "Shadow economy and unemployment rate in USA: is there a structural relationship? An empirical analysis," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2537-2555.
    5. Norman V. Loayza, 2016. "Informality in the Process of Development and Growth," The World Economy, Wiley Blackwell, vol. 39(12), pages 1856-1916, December.
    6. Ceyhun Elgin, 2020. "Shadow Economies Around the World: Evidence from Metropolitan Areas," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(2), pages 301-322, April.
    7. Fedotenkov, Igor & Schneider, Friedrich, 2017. "Military expenditures and shadow economy in the Baltic States: Is there a link?," MPRA Paper 76194, University Library of Munich, Germany.
    8. Semih Tumen, 2017. "Entrepreneurship in the shadows," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 25(2), pages 239-269, April.
    9. Florencia Verónica Pedroni & Anahí Briozzo & Gabriela Pesce, 2022. "Determinants of unreported income in Latin American companies: a business perspective," International Journal of Economic Policy in Emerging Economies, Inderscience Enterprises Ltd, vol. 16(1), pages 58-83.
    10. Elgin, Ceyhun & Solis-Garcia, Mario, 2015. "Tax enforcement, technology, and the informal sector," Economic Systems, Elsevier, vol. 39(1), pages 97-120.
    11. Chletsos, Michael & Sintos, Andreas, 2021. "Hide and seek: IMF intervention and the shadow economy," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 292-319.
    12. Dürdane Şirin Saracoğlu, 2017. "Labour Market Policies and the Informal Sector: A Segmented Labour Markets Analysis," ERC Working Papers 1705, ERC - Economic Research Center, Middle East Technical University, revised May 2017.
    13. Semih Tumen, 2016. "Informality as a stepping stone: A search-theoretical assessment of informal sector and government policy," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 16(3), pages 109-117.
    14. Florencia Verónica Pedroni & Anahí Briozzo & Gabriela Pesce, 2019. "¿Por qué no declarar todo? Determinantes de la subfacturación empresarial en la Argentina," Asociación Argentina de Economía Política: Working Papers 4186, Asociación Argentina de Economía Política.
    15. Eliane El Badaoui & Riccardo Magnani, 2020. "Tax Policies and Informality in South Africa," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(3), pages 267-301, April.
    16. Ceyhun Elgin & Ferda Erturk, 2019. "Informal economies around the world: measures, determinants and consequences," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(2), pages 221-237, June.
    17. Draeseke, Robert & Giles, David E.A., 2002. "A fuzzy logic approach to modelling the New Zealand underground economy," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 59(1), pages 115-123.
    18. Gheorghe H. Popescu & Adriana Ana Maria Davidescu & Catalin Huidumac, 2018. "Researching the Main Causes of the Romanian Shadow Economy at the Micro and Macro Levels: Implications for Sustainable Development," Sustainability, MDPI, vol. 10(10), pages 1-37, September.
    19. Bouwe R. Dijkstra, 2011. "Good and Bad Equilibria with the Informal Sector," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 167(4), pages 668-685, December.
    20. Maurizio Bovi, 2007. "National accounts, fiscal rules and fiscal policy. Mind the hidden gaps," ISAE Working Papers 76, ISTAT - Italian National Institute of Statistics - (Rome, ITALY).

    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:phsmap:v:362:y:2006:i:2:p:471-479. 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/physica-a-statistical-mechpplications/ .

    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.