Abstract
This study examines the dynamic association between economic growth, gender inequality, trade openness, and labour force participation in Malaysia over a 40-year timeframe from 1980 to 2019. The results of the autoregressive distributed lag revealed that trade openness and female labour force participation have considerable and significant effects on economic growth. The nonlinear autoregressive distributed lag-bound test results also revealed an uneven long-term relationship between female labour force participation and economic growth. The positive and negative shocks of increased labour force participation have varying effects on Malaysia's economic growth. The Granger causality results revealed the existence of a bidirectional causal association between male and female labour force participation and a unidirectional association between economic growth and male labour force participation, trade openness and male labour force participation, as well as the gender parity index and female labour force participation. These findings suggest that more female labour force participation, a better gender parity index, and greater trade openness contribute to rapid economic growth. The findings encourage policymakers to improve institutional quality for better economic efficiency and female labour force participation in a bid to enhance overall development in Malaysia.
Similar content being viewed by others
References
Almasifard M (2018) Gender wage gap in selected developing upper-middle income countries. Int J Dev Issues 17(2):142–156
Anderson E (2005) Openness and inequality in developing countries: a review of theory and recent evidence. World Dev 33(7):1045–1063
Arora RU (2012) Gender inequality, economic development, and globalization: a state level analysis of India. J Dev Areas 46:147–164
Assaf AA (2018) Evaluating the impact of trade openness on women’s job opportunities: an analysis for middle east countries. Glob J Econ Bus 427(5977):1–12
Baliamoune-Lutz M (2007) Globalisation and gender inequality: is Africa different? J Afr Econ 16(2):301–348
Baliamoune-Lutz M, McGillivray M (2009) Does gender inequality reduce growth in sub-saharan African and Arab countries? Afr Dev Rev 21(2):224–242
Ben-David D (1996) Trade and convergence among countries. J Int Econ 40(3–4):279–298
Benlagha N, Hemrit W (2022) Asymmetric determinants of Bitcoin’s wild price movements". Manag Financ. https://doi.org/10.1108/MF-03-2022-0105
Braunstein E, Bouhia R, Seguino S (2020) Social reproduction, gender equality and economic growth. Camb J Econ 44(1):129–156
Broock WA, Scheinkman JA, Dechert WD, LeBaron B (1996) A test for independence based on the correlation dimension. Economet Rev 15(3):197–235
Brown RL, Durbin J, Evans JM (1975) Techniques for testing the constancy of regression relationships over time. J Roy Stat Soc Ser B (Methodol) 37(2):149–163
Bui TMH, Vo XV, Bui DT (2018) Gender inequality and FDI: empirical evidence from developing Asia-Pacific countries. Eurasian Econ Rev 8(3):393–416
Bussmann M (2009) The effect of trade openness on women’s welfare and work life. World Dev 37(6):1027–1038
Cabeza-García L, Del Brio EB, Oscanoa-Victorio ML (2018) Gender factors and inclusive economic growth: the silent revolution. Sustainability 10(1):121
Can, B. A., Dordevic, L., Sever, C., & Jenkinson, N. (2020). Gender inequality and economic growth: Evidence from industry-level data. IMF Working Papers, 2020(119).
Cooray A, Dutta N, Mallick S (2017) Trade openness and labor force participation in Africa: the role of political institutions. Ind Relat: J Econ Soc 56(2):319–350
Costinot A, Rodríguez-Clare A (2014) Trade theory with numbers: quantifying the consequences of globalization. In: Handbook of international economics (Vol. 4, pp. 197–261). Elsevier.
Cuberes D, Teignier M (2014) Gender inequality and economic growth: a critical review. J Int Dev 26(2):260–276
Department of Statistics Malaysia (2018). Labour force survey time series data 1980–2019, viewed 8 August 2018, https://www.statistics.gov.my
Duflo E (2012) Women empowerment and economic development. J Econ Lit 50(4):1051–1079
Durand DE (1975) Effects of achievement motivation and skill training on the entrepreneurial behavior of black businessmen. Organ Behav Hum Perform 14(1):76–90
Engle RF, Granger CW (1987) Co-integration and error correction: representation, estimation, and testing. Econom J Econom Soc 55:251–276
Farooq F, Chaudhry IS, Khalid S, Tariq M (2019) How does trade liberalization and gender inequality affect economic development? Pak J Commer Soc Sci (PJCSS) 13(2):547–559
Fatema F, Li Z, Islam MM (2018) trade liberalization and gender wage inequality: panel ARDL approach for emerging economies. Int J Econ Financ Issues 8(1):64
Fonchamnyo DC, Fokong NH (2017) Educational gender gap, economic growth and income distribution: an empirical study of the interrelationship in cameroon. Int J Econ Financ 9(3):168–176
Gachoki CM (2022) Trade openness and female employment: an empirical sectoral analysis from Kenya. Int J Sci Bus 16(1):42–58
Gaddis I, Klasen S (2014) Economic development, structural change, and women’s labor force participation. J Popul Econ 27(3):639–681
Girón A, Kazemikhasragh A (2022) Gender equality and economic growth in Asia and Africa: empirical analysis of developing and least developed countries. J Knowl Econ 13(2):1433–1443
Goldin C, Olivetti C (2013) Shocking labor supply: a reassessment of the role of World War II on women’s labor supply. Am Econ Rev 103(3):257–262
Grossman GM, Helpman E (1990) Trade, innovation, and growth. Am Econ Rev 80(2):86–91
Hemrit W, Benlagha N (2020) Asymmetric impacts of insurance premiums on the non-oil GDP: some new empirical evidence. Appl Econ 52(12):1363–1376
Hidalgo CA (2021) Economic complexity theory and applications. Nat Rev Phys 3(2):92–113
International Labour Organization (ILO, 2021). Retrieved from https://www.ilo.org/global/lang--en/index.htm (Accessed 20 December 2022).
Jin, C., Shahzad, M., Zafar, A. U., & Suki, N. M. (2022). Socio-economic and environmental drivers of green innovation: evidence from nonlinear ARDL. Economic Research, 1–21.
Jonsson G, Subramanian A (2001) Dynamic gains from trade: evidence from South Africa. IMF Staff Pap 48(1):197–224
Kapetanios G, Shin Y, Snell A (2003) Testing for a unit root in the nonlinear STAR framework. J Econom 112(2):359–379
Kaur H, Tao X (2014) ICTS and the millennium development goals. Springer, Berlin
Keho Y (2017) The impact of trade openness on economic growth: the case of Cote d’Ivoire. Cogent Econ Financ 5(1):1332820
Kennedy T, Smyth R, Valadkhani A, Chen G (2017) Does income inequality hinder economic growth? New evidence using Australian taxation statistics. Econ Model 65:119–128
Khazanah Research Institute (2019). Time to care: Gender inequality, unpaid care work and time use survey. Retrieved from http://www.krinstitute.org/assets/contentMS/img/template/editor/Publications_TimetoCare_Fullreport.pdf
Kim J, Lee JW, Shin K (2018) Gender inequality and economic growth in Korea. Pac Econ Rev 23(4):658–682
Klasen S (2002) Low schooling for girls, slower growth for all? Cross-country evidence on the effect of gender inequality in education on economic development. World Bank Econ Rev 16(3):345–373
Klasen S, Lamanna F (2009) The impact of gender inequality in education and employment on economic growth: new evidence for a panel of countries. Fem Econ 15(3):91–132
Lee, K. K., & Vu, T. V. (2019). Economic complexity, human capital and income inequality: a cross-country analysis. The Japanese Economic Review, 1–24.
Lee HA, Choong C (2019) Inequality in Malaysia. J Southeast Asian Econ 36(3):329–354
Li C, Ahmed N, Qalati SA (2019) Impact of gender-specific causes on women entrepreneurship: an opportunity structure for entrepreneurial women in rural areas. J Entrep Organ Manag 8(1):1–9
Li JP, Li ZZ, Tao R, Su CW (2020) How does trade openness affect female labours? Int J Manpower 41(4):375–390
Madanizadeh SA, Pilvar H (2019) The impact of trade openness on labour force participation rate. Appl Econ 51(24):2654–2668
Malik MY, Latif K, Khan Z, Butt HD, Hussain M, Nadeem MA (2020) Symmetric and asymmetric impact of oil price, FDI and economic growth on carbon emission in Pakistan: evidence from ARDL and non-linear ARDL approach. Sci Total Environ 726:138421
Matthew O, Adeniji A, Osabohien R, Olawande T, Atolagbe T (2020) Gender inequality, maternal mortality and inclusive growth in Nigeria. Soc Indic Res 147(3):763–780
Melitz MJ, Ottaviano GI (2008) Market size, trade, and productivity. Rev Econ Stud 75(1):295–316
Minasyan A, Zenker J, Klasen S, Vollmer S (2019) Educational gender gaps and economic growth: a systematic review and meta-regression analysis. World Dev 122:199–217
Narayan PK (2005) The saving and investment nexus for China: evidence from cointegration tests. Appl Econ 37(17):1979–1990
Nathaniel S, Anyanwu O, Shah M (2020) Renewable energy, urbanization, and ecological footprint in the middle east and north Africa region. Environ Sci Pollut Res 27(13):14601–14613
Nguyen CP (2021) Gender equality and economic complexity. Econ Syst 45(4):100921
Otobe, N. (2017). Gender and the informal economy key challenges and policy response. ILO Working Papers, 994974592902676, International Labour Organization. Retrieved from https://ideas.repec.org/p/ilo/ilowps/994974592902676.html
Pedroni P (1996) Fully modified OLS for heterogeneous cointegrated panels and the case of purchasing power parity. Manuscr Dep Econ Indiana Univ 5:1–45
Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Economet 16(3):289–326
Pesaran, B., & Pesaran, M. H. (2010). Time series econometrics using Microfit 5.0: A user's manual. Oxford University Press, Inc
Pissarides CA (1990) Equilibrium unemployment. MIT Press, Cambridge, MA
Rimmer SH (2017) The future of women’s economic empowerment in the Indian Ocean region: governance challenges and opportunities. J Indian Ocean Region 13(1):4–24
Romer PM (1990) Capital, labor, and productivity. Brook Papers Econ Act Microecon 1990:337–367
Schwab, K., Samans, R., Zahidi, S., Leopold, T. A., Ratcheva, V., Hausmann, R., & Tyson, L. D. (2017, November). The global gender gap report 2017. World Economic Forum.
Seguino S (2011) Gender inequality and economic growth: a reply to schober and winter-ebmer. World Dev 39(8):1485–1487
Seguino S (2020) Engendering macroeconomic theory and policy. Fem Econ 26(2):27–61
Sharma RR, Chawla S, Karam CM (2021) Global gender gap index: world economic forum perspective. Edward Elgar Publishing, In Handbook on diversity and inclusion indices. https://doi.org/10.4337/9781788975728.00017,150-163
Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In Festschrift in honor of Peter Schmidt (pp. 281–314). Springer, New York, NY.
Stern DI, Common MS, Barbier EB (1996) Economic growth and environmental degradation: the environmental Kuznets curve and sustainable development. World Dev 24(7):1151–1160
Thaddeus KJ, Bih D, Nebong NM, Ngong CA, Mongo EA, Akume AD, Onwumere JUJ (2022) Female labour force participation rate and economic growth in sub-Saharan Africa: a liability or an asset. J Bus Soc Econ Dev 2(1):34–48
Tsani S, Paroussos L, Fragiadakis C, Charalambidis I, Capros P (2013) Female labour force participation and economic growth in the South Mediterranean countries. Econ Lett 120(2):323–328
Udeagha MC, Ngepah N (2021) The asymmetric effect of trade openness on economic growth in South Africa: a nonlinear ARDL approach. Econ Chang Restruct 54(2):491–540
Vu, T. (2021). Does LGBT inclusion promote national innovative capacity?. Available at SSRN 3523553.
White CJ, Muthukrishna M, Norenzayan A (2021) Cultural similarity among coreligionists within and between countries. Proc Natl Acad Sci 118(37):e2109650118
Wodon, Q. T., & De La Briere, B. (2018). Unrealized potential: The high cost of gender inequality in earnings. World Bank. Universidad de Costa Rica. Retrieved from https://repositorio.ciem.ucr.ac.cr/jspui/handle/123456789/287.
World Bank. (2014). Part time employment, female (% of total female employment). Retrieved from http://data.worldbank.org/indicator/SL.TLF.PART.FE.ZS.
Xu C, Han M, Dossou TAM, Bekun FV (2021) Trade openness, FDI, and income inequality: evidence from sub-Saharan Africa. Afr Dev Rev 33(1):193–203
Zahonogo P (2016) Trade and economic growth in developing countries: evidence from sub-Saharan Africa. J Afr Trade 3(1–2):41–56
Zhu S, Li R (2017) Economic complexity, human capital and economic growth: empirical research based on cross-country panel data. Appl Econ 49(38):3815–3828
Zivot E, Andrews DWK (2002) Further evidence on the great crash, the oil-price shock, and the unit-root hypothesis. J Bus Econ Stat 20(1):25–44
Acknowledgements
This study was supported by grants from Ministry of Higher Education under the Fundamental Research Grant Scheme (FRGS/1/2019/SS08/UM/02/3).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
We would like to confirm that no known conflicts of interest exist in this publication.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Akhtar, R., Masud, M.M., Jafrin, N. et al. Economic growth, gender inequality, openness of trade, and female labour force participation: a nonlinear ARDL approach. Econ Change Restruct 56, 1725–1752 (2023). https://doi.org/10.1007/s10644-023-09488-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10644-023-09488-7