IDEAS home Printed from https://ideas.repec.org/p/mlb/wpaper/932.html
   My bibliography  Save this paper

Behavioural Microsimulation Modelling With the Melbourne Institute Tax and Transfer Simulator(MITTS) : Uses and Extensions

Author

Listed:
  • John Creedy
  • Guyonne Kalb

Abstract

This paper describes microsimulation modelling in non-technical terms; and it explains what can be achieved with microsimulation modelling in general, and the Melbourne Institute Tax and Transfer Simulator (MITTS) in particular. The focus is on behavioural microsimulation modelling, which takes individuals’ labour supply responses into account when analysing tax and transfer reforms. Microsimulation models are built to replicate closely the considerable degree of heterogeneity observed in the population. Several examples of recent uses of MITTS are given and briefly described. In addition, one worked-out example is presented to illustrate some of the features and typical outputs of MITTS. Given the relatively recent development of behavioural microsimulation models, there are several opportunities for further extensions. For example, it would be valuable to allow for the demand side of labour, indicating whether new labour force participants are likely to find work; or to allow for life-cycle dynamics, which are important to deal with population-ageing issues or with female labour force participation.

Suggested Citation

  • John Creedy & Guyonne Kalb, 2005. "Behavioural Microsimulation Modelling With the Melbourne Institute Tax and Transfer Simulator(MITTS) : Uses and Extensions," Department of Economics - Working Papers Series 932, The University of Melbourne.
  • Handle: RePEc:mlb:wpaper:932
    Note: This paper has now been published in: Creedy, J. and Kalb, G. (2005) Behavioural Microsimulation Modelling for Tax Policy Analysis in Australia: Experience and Prospects, Australian Journal of Labour Economics, 8, no.1, pp. 73-110.
    as

    Download full text from publisher

    File URL: http://www.economics.unimelb.edu.au/downloads/wpapers-05/932.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lixin Cai & John Creedy & Guyonne Kalb, 2006. "Accounting For Population Ageing In Tax Microsimulation Modelling By Survey Reweighting," Australian Economic Papers, Wiley Blackwell, vol. 45(1), pages 18-37, March.
    2. John Creedy & Guyonne Kalb & Rosanna Scutella, 2003. "Income Distribution in Discrete Hours Behavioural Microsimulation Models: An Illustration of the Labour Supply and Distributional Effects of Social Transfers," Melbourne Institute Working Paper Series wp2003n23, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    3. Duncan, Alan & Harris, Mark N, 2002. "Simulating the Behavioural Effects of Welfare Reforms among Sole Parents in Australia," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 264-276, September.
    4. Richard Blundell & Alan Duncan & Julian McCrae & Costas Meghir, 2000. "The labour market impact of the working families’ tax credit," Fiscal Studies, Institute for Fiscal Studies, vol. 21(1), pages 75-103, March.
    5. Richard Blundell & John Ham & Costas Meghir, 1989. "Unemployment and Female Labour Supply," Palgrave Macmillan Books, in: Joan Muysken & Chris Neubourg (ed.), Unemployment in Europe, chapter 1, pages 9-36, Palgrave Macmillan.
    6. Imrohoroglu, Ayse, 1992. "The welfare cost of inflation under imperfect insurance," Journal of Economic Dynamics and Control, Elsevier, vol. 16(1), pages 79-91, January.
    7. Sefton, J. A., 2000. "A solution method for consumption decisions in a dynamic stochastic general equilibrium model," Journal of Economic Dynamics and Control, Elsevier, vol. 24(5-7), pages 1097-1119, June.
    8. Hansen, Gary D & Imrohoroglu, Ayse, 1992. "The Role of Unemployment Insurance in an Economy with Liquidity Constraints and Moral Hazard," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 118-142, February.
    9. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    10. Apps, Patricia & Savage, Elizabeth, 1989. "Labour supply, welfare rankings and the measurement of inequality," Journal of Public Economics, Elsevier, vol. 39(3), pages 335-364, August.
    11. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
    12. John Creedy & Alan Duncan, 2005. "Aggregating Labour Supply and Feedback Effects in Microsimulation," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(3), pages 277-290, September.
    13. Guyonne Kalb & Rosanna Scutella, 2002. "Estimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply," Melbourne Institute Working Paper Series wp2002n08, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    14. John Creedy & Guyonne Kalb, 2005. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Journal of Economic Surveys, Wiley Blackwell, vol. 19(5), pages 697-734, December.
    15. S. Rao Aiyagari, 1994. "Uninsured Idiosyncratic Risk and Aggregate Saving," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 659-684.
    16. Banks, James & Blundell, Richard & Lewbel, Arthur, 1996. "Tax Reform and Welfare Measurement: Do We Need Demand System Estimation?," Economic Journal, Royal Economic Society, vol. 106(438), pages 1227-1241, September.
    17. Cameron, Lisa & Creedy, John, 1995. "Indirect Tax Exemptions and the Distribution of Lifetime Income: A Simulation Analysis," The Economic Record, The Economic Society of Australia, vol. 71(212), pages 77-87, March.
    18. Ebert, Udo, 1997. "Social Welfare When Needs Differ: An Axiomatic Approach," Economica, London School of Economics and Political Science, vol. 64(254), pages 233-244, May.
    19. repec:eee:labchp:v:1:y:1986:i:c:p:3-102 is not listed on IDEAS
    20. Richard Blundell & Hilary W. Hoynes, 2004. "Has 'In-Work' Benefit Reform Helped the Labor Market?," NBER Chapters, in: Seeking a Premier Economy: The Economic Effects of British Economic Reforms, 1980–2000, pages 411-460, National Bureau of Economic Research, Inc.
    21. John Creedy & Justin Van De Ven, 2001. "Decomposing Redistributive Effects of Taxes and Transfers in Australia: Annual and Lifetime Measures," Australian Economic Papers, Wiley Blackwell, vol. 40(2), pages 185-198, June.
    22. John Creedy, 1999. "Modelling Indirect Taxes and Tax Reform," Books, Edward Elgar Publishing, number 1940.
    23. V. Joseph Hotz, 2003. "The Earned Income Tax Credit," NBER Chapters, in: Means-Tested Transfer Programs in the United States, pages 141-198, National Bureau of Economic Research, Inc.
    24. Anders Klevmarken, 2022. "Modeling Behavioural Response in EUROMOD," International Journal of Microsimulation, International Microsimulation Association, vol. 15(1), pages 89-96.
    25. Alan Duncan & Mark N. Harris, 2002. "Simulating the Behavioural Effects of Welfare Reforms Among Sole Parents in Australia," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 264-276, September.
    26. Imrohoruglu, Ayse, 1989. "Cost of Business Cycles with Indivisibilities and Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 97(6), pages 1364-1383, December.
    27. John Creedy & Guyonne Kalb & Hsein Kew, 2003. "Flattening the Effective Marginal Tax Rate Structure in Australia: Policy Simulations Using the Melbourne Institute Tax and Transfer Simulator," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 36(2), pages 156-172, June.
    28. Cathal O'Donoghue, 2001. "Dynamic Microsimulation: A Methodological Survey," Brazilian Electronic Journal of Economics, Department of Economics, Universidade Federal de Pernambuco, vol. 4(2), December.
    29. John Creedy & Alan S. Duncan & Mark Harris & Rosanna Scutella, 2002. "Microsimulation Modelling of Taxation and the Labour Market," Books, Edward Elgar Publishing, number 2796.
    30. Robert A. Moffitt, 2003. "Means-Tested Transfer Programs in the United States," NBER Books, National Bureau of Economic Research, Inc, number moff03-1, March.
    31. John Creedy & Guyonne Kalb & Hsein Kew, 2007. "Confidence Intervals For Policy Reforms In Behavioural Tax Microsimulation Modelling," Bulletin of Economic Research, Wiley Blackwell, vol. 59(1), pages 37-65, January.
    32. Lisa Cameron & John Creedy, 1995. "Indirect Tax Exemptions and the Distribution ot Lifetime Income: A Simulation Analysis," The Economic Record, The Economic Society of Australia, vol. 71(1), pages 77-87, March.
    33. John Creedy & Guyonne Kalb & Hsein Kew, 2001. "The Melbourne Institute Tax and Transfer Simulator (MITTS)," Melbourne Institute Working Paper Series wp2001n16, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    34. Creedy, J. & Van de Ven, J., 1998. "The Redistributive Effect of Selected Australian Taxes and Transfers on Annual and Lifetime Inequality," Department of Economics - Working Papers Series 658, The University of Melbourne.
    35. John Creedy & Rosanna Scutella, 2004. "The Role of the Unit of Analysis in Tax Policy Return Evaluations of Inequality and Social Welfare," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 7(1), pages 89-108, March.
    36. Creedy, John & van de Ven, Justin, 2001. "Decomposing Redistributive Effects of Taxes and Transfers in Australia: Annual and Lifetime Measures," Australian Economic Papers, Wiley Blackwell, vol. 40(2), pages 185-198, June.
    37. Guyonne Kalb & Hsein Kew & Rosanna Scutella, 2003. "Effects of the Australian New Tax System on Government Expenditure With and Without Behavioural Changes," Melbourne Institute Working Paper Series wp2003n09, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    38. M.E. Atkinson & John Creedy & D.M. Knox, 1996. "Alternative Retirement Income Strategies: A Cohort Analysis of Lifetime Redistribution," The Economic Record, The Economic Society of Australia, vol. 72(217), pages 97-106, June.
    39. Guyonne Kalb, 2002. "Estimation of Labour Supply Models for Four Separate Groups in the Australian Population," Melbourne Institute Working Paper Series wp2002n24, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    40. John Creedy & Rosanna Scutella, 2003. "The Role of the Unit of Analysis in Tax Policy Reform Evaluations," Melbourne Institute Working Paper Series wp2003n28, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    41. Duncan, Alan & Giles, Christopher, 1996. "Labour Supply Incentives and Recent Family Credit Reforms," Economic Journal, Royal Economic Society, vol. 106(434), pages 142-155, January.
    42. Denise J. Doiron, 2004. "Welfare Reform and the Labour Supply of Lone Parents in Australia: A Natural Experiment Approach," The Economic Record, The Economic Society of Australia, vol. 80(249), pages 157-176, June.
    43. repec:eee:labchp:v:1:y:1986:i:c:p:103-204 is not listed on IDEAS
    44. Callan, Tim, 2000. "Taxes, Transfers and Labour Market Responses: What can Microsimulation tell us?," Research Series, Economic and Social Research Institute (ESRI), number PRS36, June.
    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. Fanny Moffette & Dorothée Boccanfuso & Patrick Richard & Luc Savard, 2013. "Estimating the Impact of the Québec’s Work Incentive Program on Labour Supply: An Ex Post Microsimulation Analysis," Cahiers de recherche 13-01, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    2. Nielsen, Thea & Schunemann, Franziska & McNulty, Emily & Zeller, Manfred & Nkonya, Ephraim M. & Kato, Edward & Meyer, Stefan & Anderson, Weston & Zhu, Tingju & Queface, Antonio & Mapemba, Lawrence, 2015. "The food-energy-water security nexus: Definitions, policies, and methods in an application to Malawi and Mozambique:," IFPRI discussion papers 1480, International Food Policy Research Institute (IFPRI).

    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. John Creedy & Guyonne Kalb, 2005. "Behavioural Microsimulation Modelling for Tax Policy Analysis in Australia: Experience and Prospects," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(1), pages 73-110, March.
    2. Guyonne Kalb, 2010. "Modelling Labour Supply Responses in Australia and New Zealand," Chapters, in: Iris Claus & Norman Gemmell & Michelle Harding & David White (ed.), Tax Reform in Open Economies, chapter 8, Edward Elgar Publishing.
    3. Rolf Aaberge & Ugo Colombino, 2014. "Labour Supply Models," Contributions to Economic Analysis, in: Handbook of Microsimulation Modelling, volume 127, pages 167-221, Emerald Group Publishing Limited.
    4. Lixin Cai & Guyonne Kalb & Yi-Ping Tseng & Ha Vu, 2008. "The Effect of Financial Incentives on Labour Supply: Evidence for Lone Parents from Microsimulation and Quasi-Experimental Evaluation," Fiscal Studies, Institute for Fiscal Studies, vol. 29(2), pages 285-325, June.
    5. John Creedy & Guyonne Kalb, 2005. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Journal of Economic Surveys, Wiley Blackwell, vol. 19(5), pages 697-734, December.
    6. Guyonne Kalb & Hsein Kew, 2002. "The Effect of a Reduced Allowance and Pension Taper Rate: Policy Simulations Using the Melbourne Institute Tax and Transfer Simulator," Melbourne Institute Working Paper Series wp2002n25, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    7. Guyonne Kalb, 2004. "Introduction: The Use of Simulation Models in Policy Analysis," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 7(1), pages 1-12, March.
    8. Robert Breunig & Deborah A. Cobb‐Clark & Xiaodong Gong, 2008. "Improving the Modelling of Couples’ Labour Supply," The Economic Record, The Economic Society of Australia, vol. 84(267), pages 466-485, December.
    9. Guyonne Kalb, 2002. "Estimation of Labour Supply Models for Four Separate Groups in the Australian Population," Melbourne Institute Working Paper Series wp2002n24, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    10. Guyonne Kalb & Rosanna Scutella, 2003. "New Zealand Labour Supply from 1991-2001: An Analysis Based on a Discrete Choice Structural Utility Model," Treasury Working Paper Series 03/23, New Zealand Treasury.
    11. John Creedy & Nicolas Hérault & Guyonne Kalb, 2007. "Comparing Welfare Change Measures with Income Change Measures in Behavioural Policy Simulations," Melbourne Institute Working Paper Series wp2007n21, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    12. Bessho, Shun-ichiro & Hayashi, Masayoshi, 2014. "Intensive margins, extensive margins, and spousal allowances in the Japanese system of personal income taxes: A discrete choice analysis," Journal of the Japanese and International Economies, Elsevier, vol. 34(C), pages 162-178.
    13. Olivier Bargain & Kristian Orsini & Andreas Peichl, 2014. "Comparing Labor Supply Elasticities in Europe and the United States: New Results," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 723-838.
    14. Olivier Bargain & Mathias Dolls & Dirk Neumann & Andreas Peichl & Sebastian Siegloch, 2011. "Tax-Benefit Systems in Europe and the US: Between Equity and Efficiency," CESifo Working Paper Series 3534, CESifo.
    15. Peichl, Andreas & Siegloch, Sebastian, 2012. "Accounting for labor demand effects in structural labor supply models," Labour Economics, Elsevier, vol. 19(1), pages 129-138.
    16. John Creedy & Guyonne Kalb & Hsein Kew, 2007. "Confidence Intervals For Policy Reforms In Behavioural Tax Microsimulation Modelling," Bulletin of Economic Research, Wiley Blackwell, vol. 59(1), pages 37-65, January.
    17. Thoresen, Thor O. & Vattø, Trine E., 2015. "Validation of the discrete choice labor supply model by methods of the new tax responsiveness literature," Labour Economics, Elsevier, vol. 37(C), pages 38-53.
    18. François Bourguignon & Amedeo Spadaro, 2006. "Microsimulation as a tool for evaluating redistribution policies," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 77-106, April.
    19. Shun-ichiro Bessho & Masayoshi Hayashi, 2015. "Should the Japanese tax system be more progressive? An evaluation using the simulated SMCFs based on the discrete choice model of labor supply," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(1), pages 144-175, February.
    20. Olivier Bargain & Andreas Peichl, 2016. "Own-wage labor supply elasticities: variation across time and estimation methods," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-31, December.

    More about this item

    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:mlb:wpaper:932. 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: Dandapani Lokanathan (email available below). General contact details of provider: https://edirc.repec.org/data/demelau.html .

    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.