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Determinants of the Levels of Development Based on the Human Development Index:Bayesian Ordered Probit Model

Author

Listed:
  • Ebru a layan-Akay

    (Department of Econometrics, Marmara University, Istanbul, Turkey)

  • Muhammed H. Van

    (Department of Econometrics, Y z nc Y l University, Van, Turkey)

Abstract

The aim of the paper is to determine the factors affecting the economic development levels of selected countries using bayesian ordered probit model. For this aim, Human Development Indices of 130 countries are involved in the analysis with respect to seven independent variables for the period of 2009-2014. According to the results obtained from the Bayesian ordered probit model, it was observed that while the variables of rural population, health expenditure, GDP, internet users, life expectancy at birth, share of expected years of schooling seats in parliament had a positive effect on human development level in short term; the variables of health expenditure, GDP, internet users, share of expected years of schooling and seats in parliament had a positive effect, but rural population and life expectancy at birth had a negative impact on human development in long term.

Suggested Citation

  • Ebru a layan-Akay & Muhammed H. Van, 2017. "Determinants of the Levels of Development Based on the Human Development Index:Bayesian Ordered Probit Model," International Journal of Economics and Financial Issues, Econjournals, vol. 7(5), pages 425-431.
    • Handle: RePEc:eco:journ1:2017-05-51
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    References listed on IDEAS

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    1. Kobi Abayomi & Gonzalo Pizarro, 2013. "Monitoring Human Development Goals: A Straightforward (Bayesian) Methodology for Cross-National Indices," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(2), pages 489-515, January.
    2. Davies, Antony, 2009. "Human development and the optimal size of government," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(2), pages 326-330, March.
    3. Byun, Hyunsuk & Lee, Chul-Yong, 2017. "Analyzing Korean consumers’ latent preferences for electricity generation sources with a hierarchical Bayesian logit model in a discrete choice experiment," Energy Policy, Elsevier, vol. 105(C), pages 294-302.
    4. David G. Blanchflower & Andrew J. Oswald, 2005. "Happiness and the Human Development Index: The Paradox of Australia," NBER Working Papers 11416, National Bureau of Economic Research, Inc.
    5. Bianca Biagi & Maria Gabriela Ladu & Vicente Royuela, 2015. "“Human development and tourism specialization. Evidence from a panel of developed and developing countries”," IREA Working Papers 201505, University of Barcelona, Research Institute of Applied Economics, revised Jan 2015.
    6. Sudhir Anand & Amartya Sen, 2000. "The Income Component of the Human Development Index," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 1(1), pages 83-106.
    7. Sudhir Anand and Amartya Sen, 2000. "The Income Component of Human Development Index," Human Development Occasional Papers (1992-2007) HDOCPA-2000-01, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    8. David G. Blanchflower & Andrew J. Oswald, 2005. "Happiness and the Human Development Index: The Paradox of Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 38(3), pages 307-318, September.
    9. Philip Hans Franses & J.S. Cramer, 2010. "On the number of categories in an ordered regression model," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 64(1), pages 125-128, February.
    10. Davies, Antony & Quinlivan, Gary, 2006. "A panel data analysis of the impact of trade on human development," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 35(5), pages 868-876, October.
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    Cited by:

    1. Debbra Toria Nipo & Jaratin Lily & Sidah Idris & Saizal Pinjaman & Imbarine Bujang, 2020. "Human Development through the Lens of Digital Literacy," Business and Economic Research, Macrothink Institute, vol. 10(3), pages 203-215, September.

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    More about this item

    Keywords

    Human Development Indices; Ordered probit; Bayesyen; Economic development;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General

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