Sains Malaysiana 47(9)(2018): 2187–2194
http://dx.doi.org/10.17576/jsm-2018-4709-29
Malaysian Household Income Distribution: A Fractal Point of View
(Taburan Pendapatan
Isi Rumah Malaysia: Suatu
Sudut Pandang Fraktal)
FATIMAH ABDUL RAZAK*
& FARIDATULAZNA AHMAD SHAHABUDDIN
Pusat Pengajian Sains Matematik, Fakulti Sains dan Teknologi,
Universiti Kebangsaan
Malaysia, 43600 UKM Bangi, Selangor Darul Ehsan, Malaysia
Diserahkan: 21 September 2017/Diterima: 30 April 2018
ABSTRACT
Malaysian Household
Income Survey data provided by the Malaysian Department of Statistics
is used to provide evidence that the upper tails of the household
income distribution follows a fractal based distribution known as
power-law. Inequality measures are then applied to ascertain the
levels of inequality based on this distribution. In addition to
that, we analyzed the data in terms of different classes of occupation,
obtained power-law exponents for each class and then highlighted
the inequality between these classes.
Keywords: Fractals;
household income distribution; inverted Pareto coefficient; Pareto
inequality; power-laws
ABSTRAK
Data
daripada Tinjauan
Pendapatan Isi Rumah Malaysia yang
diperoleh daripada
Jabatan Perangkaan Malaysia digunakan untuk menentusahkan bahagian hujung atas taburan
pendapatan isi
rumah mengikuti taburan berasaskan fraktal yang dikenali sebagai ‘power-law’. Kemudian, beberapa ukuran ketaksamaan digunakan untuk memberikan gambaran tahap ketaksamaan pendapatan rakyat Malaysia. Seterusnya, analisis
ini juga dijalankan
ke atas kelas
pekerjaan yang berbeza.
Kata kunci: Fraktal;
ketaksamaan Pareto; pekali
Pareto sonsang; ‘power-law’; taburan
pendapatan isi
rumah
RUJUKAN
Atkinson,
A.B., Hasell, J., Morelli, S. & Roser, M. 2017. Chartbook of economic
inequality. https://www. chartbookofeconomicinequality.com/.
Atkinson,
A.B., Piketty, T. & Saez, E. 2011. Top incomes in the long run of history. Journal of Economic
Literature 49(1): 3-71.
Atkinson,
A.B. 2013. Top Incomes in Malaysia 1947 to the
Present (With a Note on the Straits Settlements 1916 to 1921).
WTID Methodological Note. http://wid.world/document/
wid_methodology_notes_2013_5_malaysia/.
Brzezinski,
M. 2014. Do wealth distributions follow power laws? Evidence
from ‘rich lists. Physica
A. 406: 155-162.
Clauset,
A., Shalizi, C.R. & Newman, M.E. 2009. Power-law distributions in empirical data. SIAM Review 51(4):
661-703.
Clementi,
F., Di Matteo, T. & Gallegati, M.
2006. The power-law tail exponent of income distributions. Physica A 370: 49-53.
Department
of Statistic Malaysia. 2014. Household Income and Basic Amenities
Report. https://newss.statistics.gov. my/newss-portalx/ep/epFreeDownloadContentSearch.
seam?cid=45687
Intan Nadia
Jalil, Muhammed Abdul Khalid, Yap Gin
Bee, Jarud Romadan Khalidi,
Nazihah Muhamad Noor, Tan Theng
Theng & Adibah
Abdulhadi. 2016. The State of Households II, Kuala Lumpur:
Khazanah Research Institute.
Ivkovic,
A.F. 2016. Limitations of the GDP as a measure
of progress and well-being. Ekonomski
vjesnik/Econviews-
Review of Contemporary Business, Entrepreneurship and Economic Issues
29(1): 257-272.
Jones,
C.I. 2015. Pareto and Piketty: The macroeconomics of top income
and wealth inequality. Journal of Economic Perspectives 29(1):
29-46.
Khazanah Research
Institute. 2014. The State of Households. Kuala Lumpur: Khazanah Research Institute.
Krongkaew,
M. & Ragayah, M.Z. 2006. Income
distribution and sustainable economic development in East Asia:
A comparative analysis. http://www.networkideas.org/feathm/ oct2006/PDF/Medhi_Krongkaew_Ragayah_Haji.pdf.
Malaysia
Standard Classification of Occupations 2008 (Masco2008). 3rd ed. 2010. Ministry of Human Resources
Malaysia. http://static.jobsmalaysia.gov.my/html/jobsm/ masco/en/MASCO_BI_master.pdf.
Mandelbrot,
B.B. 1963. The variation of certain speculative
prices. The Journal of Business 36: 394-419.
Newman,
M. 2010. Networks: An Introduction. New York: Oxford University
Press, Inc.
Ogwang, T.
2011. Power laws in top wealth distributions: Evidence from Canada.
Empir.
Econ.
41: 473-486.
Sinha,
S. 2006. Evidence for power-law tail of the wealth
distribution in India. Physica
A 359: 555-562.
Takayasu,
M. & Takayasu, H. 2010. Fractals and Economics. Chapter 10.
In Complex Systems in Finance and Econometrics,
Selected entries from the Encyclopedia of Complexity and Systems
Science. 2-vol. set, edited by Meyers, R.A. New
York: Springer-Verlag. pp. 444-463.
Yoon,
S.M. & Kim, K.S. 2005. Distributions
of Korean household incomes. Journal of the Korean Physical
Society 46(4): 1037-1039.
*Pengarang
untuk surat-menyurat;
email: fatima84@ukm.edu.my
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