[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/p/era/wpaper/dp-2024-12.html
   My bibliography  Save this paper

The Impact of Urban Density on Labour Productivity: Empirical Evidence from Thailand's Major Cities

Author

Listed:
  • Saowaruj RATTANAKHAMFU

    (Thailand Development Research Institute (TDRI))

  • Naparit CHANTAWASINKUL

    (Thailand Development Research Institute (TDRI))

  • Nuttawut LAKSANAPANYAKUL

    (Thailand Development Research Institute (TDRI))

  • Nuttawut Warakorn AWUTPANYAKUL

    (Thailand Development Research Institute (TDRI))

  • Nuttawut Natcha YONGPHIPHATWONG

    (Thailand Development Research Institute (TDRI))

Abstract
This study investigates the relationship between urban density and productivity, specifically wages adjusted for provincial price differences, in four major cities of Thailand: Bangkok, Chiang Mai, Khon Kaen, and Songkla. Utilising the ArcGIS survey of Khon Thai 4.0 data, which measures urban density as the number of inhabitants per grid cell area, we employ the two-stage least squares estimation technique to address endogeneity concerns. Our findings demonstrate that higher urban density leads to an 8.9% increase in individual hourly wages at the 5% significance level. This supports the notion that densely populated urban areas foster enhanced productivity through agglomeration economies and knowledge spillovers. Furthermore, we observe the expected impacts of education, age, and gender on wages. Higher education is associated with an 8.2% increase in wages, highlighting its influence on labour productivity. Age exhibits an inverted U-shaped relationship, indicating that experience and skill development lead to higher wages up to a certain threshold. Male workers earn approximately 5.83% more than their female counterparts, revealing a gender wage gap. Moreover, our analysis reveals contrasting effects of higher urban density on skilled and unskilled workers. Skilled workers experience a significant 15.2% increase in wages, whereas the impact on unskilled workers remains modest at around 1.8%. Additionally, education significantly contributes to higher wages for both skilled and unskilled workers. This study provides valuable policy implications for promoting labour productivity and addressing urban development challenges in Thailand.

Suggested Citation

  • Saowaruj RATTANAKHAMFU & Naparit CHANTAWASINKUL & Nuttawut LAKSANAPANYAKUL & Nuttawut Warakorn AWUTPANYAKUL & Nuttawut Natcha YONGPHIPHATWONG, 2024. "The Impact of Urban Density on Labour Productivity: Empirical Evidence from Thailand's Major Cities," Working Papers DP-2024-12, Economic Research Institute for ASEAN and East Asia (ERIA).
  • Handle: RePEc:era:wpaper:dp-2024-12
    as

    Download full text from publisher

    File URL: https://www.eria.org/uploads/The-Impact-of-Urban-Density-on-Labour-Productivity-Thailand.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Pedro Telhado Pereira & Pedro Silva Martins, 2004. "Returns to education and wage equations," Applied Economics, Taylor & Francis Journals, vol. 36(6), pages 525-531.
    2. Yankow, Jeffrey J., 2006. "Why do cities pay more? An empirical examination of some competing theories of the urban wage premium," Journal of Urban Economics, Elsevier, vol. 60(2), pages 139-161, September.
    3. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    4. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    5. Jie Shen & Chunlai Chen & Mengyu Yang & Keyun Zhang, 2019. "City Size, Population Concentration and Productivity: Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 27(1), pages 110-131, January.
    Full references (including those not matched with items on IDEAS)

    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. Sophie van Huellen & Duo Qin, 2019. "Compulsory Schooling and Returns to Education: A Re-Examination," Econometrics, MDPI, vol. 7(3), pages 1-20, September.
    2. Shabbar Jaffry & Yaseen Ghulam & Vyoma Shah, 2007. "Returns to Education in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(4), pages 833-852.
    3. Muhammad Nauman Malik & Masood Sarwar Awan, 2016. "Analysing Econometric Bias and Non-linearity in Returns to Education of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 55(4), pages 837-851.
    4. Cai, Zongwu & Fang, Ying & Su, Jia, 2012. "Reducing asymptotic bias of weak instrumental estimation using independently repeated cross-sectional information," Statistics & Probability Letters, Elsevier, vol. 82(1), pages 180-185.
    5. Friedhelm PFEIFFER & Winfried POHLMEIER, 2011. "Causal Returns to Schooling and Individual Heterogeneity," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 8, pages 29-41, December.
    6. Jinyong Hahn & Jerry Hausman, 2003. "Weak Instruments: Diagnosis and Cures in Empirical Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 118-125, May.
    7. Meyer, Andrew, 2015. "Does education increase pro-environmental behavior? Evidence from Europe," Ecological Economics, Elsevier, vol. 116(C), pages 108-121.
    8. Rosolia, Alfonso & Cipollone, Piero, 2011. "Schooling and Youth Mortality: Learning from a Mass Military Exemption," CEPR Discussion Papers 8431, C.E.P.R. Discussion Papers.
    9. Patrick A. Puhani & Andrea M. Weber, 2007. "Persistence of the School Entry Age Effect in a System of Flexible Tracking," University of St. Gallen Department of Economics working paper series 2007 2007-30, Department of Economics, University of St. Gallen.
    10. Iversen Jens & Malchow-Møller Nikolaj & Sørensen Anders, 2011. "The Returns to Education in Entrepreneurship: Heterogeneity and Non-Linearities," Entrepreneurship Research Journal, De Gruyter, vol. 1(3), pages 1-38, July.
    11. Arrazola, María & de Hevia, José, 2008. "Three measures of returns to education: An illustration for the case of Spain," Economics of Education Review, Elsevier, vol. 27(3), pages 266-275, June.
    12. Jean-Louis ARCAND & Béatrice D'HOMBRES & Paul GYSELINCK, 2004. "Instrument Choice and the Returns to Education: New Evidence from Vietnam," Working Papers 200422, CERDI.
    13. Chankrajang, Thanyaporn & Muttarak, Raya, 2017. "Green Returns to Education: Does Schooling Contribute to Pro-Environmental Behaviours? Evidence from Thailand," Ecological Economics, Elsevier, vol. 131(C), pages 434-448.
    14. Doan, Tinh & Stevens, Philip, 2011. "Labour market returns to higher education in Vietnam," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 5, pages 1-21.
    15. Zhaonan Qu & Yongchan Kwon, 2024. "Distributionally Robust Instrumental Variables Estimation," Papers 2410.15634, arXiv.org.
    16. Evan Taylor, 2017. "The Impact of College Education on Old-Age Mortality: A Study of Marginal Treatment Effects," Working Papers 17-30, Center for Economic Studies, U.S. Census Bureau.
    17. Alberto Ortega & Tyler Ludwig, 2023. "Immigrant English Proficiency, Children’s Educational Performance, and Parental Involvement," Review of Economics of the Household, Springer, vol. 21(2), pages 693-719, June.
    18. Riddell, W. Craig & Song, Xueda, 2011. "The impact of education on unemployment incidence and re-employment success: Evidence from the U.S. labour market," Labour Economics, Elsevier, vol. 18(4), pages 453-463, August.
    19. Antonio Caparrós Ruiz & Lucía Navarro Gómez & Mario Rueda Narváez, 2010. "Endogenous wage determinants and returns to education in Spain," International Journal of Manpower, Emerald Group Publishing Limited, vol. 31(4), pages 410-425, July.
    20. Borgonovi Francesca & d'Hombres Beatrice & Hoskins Bryony, 2010. "Voter Turnout, Information Acquisition and Education: Evidence from 15 European Countries," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-34, September.

    More about this item

    Keywords

    Urban development; Urban density; Labour productivity; Wage differentials;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:era:wpaper:dp-2024-12. 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: Ranti Amelia (email available below). General contact details of provider: https://edirc.repec.org/data/eriadid.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.