This article investigates the role of information technology (IT) proficiency in shaping the wage outcomes of Indian migrant workers in the Gulf countries, with a focus on Saudi Arabia, the United Arab Emirates and other major destinations. Using primary survey data collected through Pravasi organisations, the study employs an augmented Mincerian framework to assess the impact of both basic and advanced IT skills on earnings. The results indicate that IT proficiency is associated with significant wage premiums, with advanced IT skills yielding higher returns than those attributable to secondary-level education. These findings highlight the growing importance of digital competencies in the Gulf labour market and underscore their relevance for policy discussions on skill development and migrant labour integration.
AarthiS. V., & SahuM. (2021). Migration policy in the Gulf Cooperation Council (GCC) states: A critical analysis. Contemporary Review of the Middle East, 8(4), 410–434. https://doi.org/10.1177/23477989211028748
2.
AfzalM. (2011). Microeconometric analysis of private returns to education and determinants of earnings. Pakistan Economic and Social Review, 49(1), 39–68.
3.
AgrawalT. (2011). Returns to education in India: Some recent evidence [Working Paper No. 17]. Indira Gandhi Institute of Development Research (IGIDR).
4.
AgrawalT., & AgrawalA. (2017). Vocational education and training in India: A labour market perspective. Journal of Vocational Education & Training, 69(2), 246–265.
5.
AhmedM. (2016). ‘Nitaqat’ law: Labor market reforms in KSA and its impact. Amity Journal of Management Research, 1(2), 44–51.
6.
AizA., Abdel-MajidN., & KhalidS. (1977). Labor and work conditions in the Arab Gulf Baghdad. Labor Institute for Education Press.
7.
AliA. (1986). Labour immigration in the Arab Gulf states: Patterns, trends and problems. International Migration, 24(3), 675–684.
8.
AthukoralaP. (1993). Enhancing developmental impact of migrant remittances: A review of Asian experiences. ILO-ARTEP.
9.
AzadP., & FahmidaM. V. (2024). Impact of English language proficiency on the wage returns of Kerala migrant workers in Gulf countries. The Indian Journal of Labour Economics, 67, 849–863. https://doi.org/10.1007/s41027-024-00509-1
10.
AzadP., & KalamS. P. (2023). An institutional framework for the socio-economic reintegration of return migrants: A Kerala experience. Journal of Public Affairs, 23(2), e2855. https://doi.org/10.1002/pa.2855
11.
AzadP., SalimA. A., & SujathanP. K. (2021). Has emigration perked up entrepreneurship among return migrants in Kerala? Findings from a survey in a high migration density district. Indian Journal of Labour Economics, 64(4), 769–786. https://doi.org/10.1007/s41027-021-00332-y
12.
AzadP., & SujathanP. K. (2022). Hazard analysis of unemployment duration of return migrants: The case of Indian state of Kerala. Journal of Quantitative Economics, 20(4), 881–901. https://doi.org/10.1007/s40953-022-00325-8
13.
AzamM., ChinA., & PrakashN. (2013). The returns to English-language skills in India. Economic Development and Cultural Change, 61(2), 335–367.
14.
BabarZ. R. (2014). Mobility and migration from the Southern Mediterranean States to the GCC. IEMed Mediterranean Yearbook 2014, 316–318. https://www.iemed.org/wp-content/uploads/2021/02/Mobility-and-Migration-from-the-Southern-Mediterranean-States-to-the-GCC.pdf
15.
BarrettA., FitzGeraldJ., & NolanB. (2002). Earnings inequality, returns to education and immigration into Ireland. Labour Economics, 9(5), 665–680.
16.
BeckerG. S. (1962). Investment in human capital: A theoretical analysis. Journal of Political Economy, 70(5), 9–49.
17.
BermanE., LangK., & SiniverE. (2003). Language-skill complementarity: Returns to immigrant language acquisition. Labour Economics, 10(3), 265–290.
18.
BjörklundA., & KjellströmC. (2002). Estimating the return to investments in education: How useful is the standard Mincer equation?Economics of Education Review, 21(3), 195–210.
19.
BleakleyH., & ChinA. (2004). Language skills and earnings: Evidence from childhood immigrants. Review of Economics and Statistics, 86(2), 481–496.
20.
BorghansL., & Ter WeelB. (2004). Are computer skills the new basic skills? The returns to computer, writing, and math skills in Britain. Labour Economics, 11(1), 85–98.
21.
BratsbergB., & TerrellD. (2002). School quality and returns to education of US immigrants. Economic Inquiry, 40(2), 177–198.
22.
BuzduganR., & HalliS. S. (2009). Labor market experiences of Canadian immigrants with focus on foreign education and experience. The International Migration Review, 43(2), 366–386.
23.
CardD. (1999). The causal effect of education on earnings. In AshenfelterO. & CardD. (Eds.), Handbook of labor economics (Vol. 3, pp. 1801)–1803). Elsevier Science.
24.
ChecchiD. (2006). The economics of education: Human capital, family background, and inequality. Cambridge University Press.
25.
ChiswickB. R., & MillerP. W. (2002). Immigrant earnings: Language skills, linguistic concentrations and the business cycle. Journal of Population Economics, 15(1), 31–57.
26.
DavidsonJ. (1898). The Bargain theory of wages. GP Putnam.
27.
DávilaA., & MoraM. T. (2004). English-language skills and the earnings of self-employed immigrants in the United States: A note. Industrial Relations: A Journal of Economy and Society, 43(2), 386–391.
28.
Di PaoloA., & TanselA. (2015). Returns to foreign language skills in a developing country: The case of Turkey. The Journal of Development Studies, 51(4), 407–421.
29.
DoltonP., & MakepeaceG. (2004). Computer use and earnings in Britain. The Economic Journal, 114(494), C117–C129.
30.
DustmannC., & van SoestA. (2002). Language and the earnings of immigrants. Industrial and Labor Relations Review, 55(3), 473–492.
31.
GalstyanA. (2020). International migration of highly skilled workers to the EU countries. Journal on Global Socio-Economic Dynamics, 4(23), 22–28.
32.
GardnerA. (2010). City of strangers: Gulf migration and the Indian community in Bahrain. Cornell University Press.
33.
Gopinathan NairP. R. (1989). Incidence, impact, and implications of migration to the Middle East from Kerala. In AmjadR. (Ed.), To the Gulf and back. ILO-ARTEP.
34.
Gopinathan NairP. R. (1993). International labour migration statistics in India. ILO-ARTEP.
35.
HennebryJ., GrassW., & McLaughlinJ. (2016). Women migrant workers’ journey through the margins: Labour, migration and trafficking. UN Women. https://doi.org/10.18356/9789210606264
36.
HicksJ. R. (1963). The theory of wages. Palgrave MacMillan and Company Limited.
37.
HohenthalA. (2003). English in India: Loyalty and attitudes (Vol. 3). Language in India.
38.
IsaacT. M. (1993). Economic consequences of Gulf Crisis: A study of India with special reference to Kerala. In WickramasekharaP. (Ed.), The Gulf Crisis and South Asia. UNDP, ARTEP.
39.
JureidiniR. (2019). Global governance and labour migration in the GCC. In PalL. A. & TokM. E. (Eds.), Global governance and Muslim organizations. International political economy series. Palgrave Macmillan. https://doi.org/10.1007/978-3-319-92561-5_14
40.
KapurS., & ChakrabortyT. (2008). English language premium: Evidence from a policy experiment in India [Unpublished manuscript]. Washington University in St. Louis.
41.
KhatunF., & SaadatS. Y. (2021). Returns to computer use in Bangladesh: An econometric analysis. The Indian Journal of Labour Economics, 64(1), 175–198.
42.
KruegerA. B. (1993). How computers have changed the wage structure: Evidence from microdata, 1984–1989. The Quarterly Journal of Economics, 108(1), 33–60.
43.
LayardR., & PsacharopoulosG. (1974). The screening hypothesis and the returns to education. Journal of Political Economy, 82(5), 985–998.
44.
LevinsohnJ. (2007). Globalization and the returns to speaking English in South Africa. In HarrisonA. (Ed.), Globalization and poverty (pp. 629–646). University of Chicago Press.
45.
LiH. (2003). Economic transition and returns to education in China. Economics of Education Review, 22(3), 317–328.
46.
LowiM. R. (2018). Identity, community and belonging in GCC states: Reflections on the foreigner. Sociology of Islam, 6(4), 401–428. https://doi.org/10.1163/22131418-00604004
47.
MarxK. (1863). Theories of surplus value (Vol. IV of Capital) [E-book]. Marxists Internet Archive. https://www.marxists.org/archive/marx/works/1863/theories-surplus-value/
48.
MincerJ. (1958). Investment in human capital and personal income distribution. Journal of Political Economy, 66(4), 281–302.
49.
MincerJ. (1974). Schooling, experience, and earnings. Human behavior & social institutions (Vol. 2). National Bureau of Economic Research.
50.
NayyarD. (1994). Migration, remittances and capital flows: The Indian experience. Oxford University Press.
51.
NguyenH. Q., NguyenA. T., TranA. L., LeH. T., LeH. H. T., & VuL. P. (2021). Do workers benefit from on-the-job training? New evidence from matched employer-employee data. Finance Research Letters, 40, 101664. https://doi.org/10.1016/j.frl.2020.101664
52.
PettyW. (1662). A treatise of taxes and contributions. https://www.hargaden.com/enda/wp-content/petty_taxescontributions.pdf
53.
PigouA.C. (1920). The economics of welfare. Macmillan and Co.
54.
PrakashB. A. (1978). Impact of foreign remittances: A case study of Chavakkad Village in Kerala. Economic & Political Weekly, 13(27), 1107–1111.
55.
PrakashB. A. (1998, December12). Gulf migration and its economic impacts: The Kerala experience. Economic & Political Weekly, 33(50), 3209–3213.
56.
PrakashB. A. (2000). Exodus of Gulf Emigrants - Return Emigrants of Varkala Town in Kerala. Economic & Political Weekly, 35(51), December16.
57.
RajanS. I. (2024). Kerala Migration Survey 2023. Kerala Economy, 5(3), 1–13.
58.
RajanS. I., SivakumarP., & SrinivasanA. (2020). The COVID-19 pandemic and internal labour migration in India: A ‘Crisis of Mobility’. Indian Journal of Labour Economics, 63, 1021–1039. https://doi.org/10.1007/s41027-020-00293-8
59.
RajanS. I., & ZachariahK. C. (2019). Emigration and remittances: New evidences from the [Kerala Migration Survey No. 12989].
60.
RashidA. (Ed.). (1989). To the Gulf and Back: Studies on the economic impact of Asian labor migration. ILO-ARTEP.
61.
RefequeM., & AzadP. (2022). How do linguistic and technical skills affect earnings in India?. Indian Economic Review, 57(1), 23–57.
62.
RicardoD. (1817). Principles of political economy and taxation. https://www.econlib.org/library/Ricardo/ricP.html
63.
SaltJ. (1992). Migration process among the highly skilled in Europe. International Migration Review, 26(2), 484–505.
64.
SchultzW. T. (1961). Investment in human capital. The American Economic Review, 51(1), 1–17
65.
ShapiroC., & StiglitzJ. (1984). Equilibrium unemployment as a worker discipline device. American Economic Review, 74(3), 433–444.
66.
SingariS., & MadheswaranS. (2016). The changing rates of return to education in India: Evidence from NSS data. Institute for Social and Economic Change.
67.
SmithA. (1776). The wealth of nations. Bantam Dell.
68.
TibajevA. (2023). The economic return to labour market experience of immigrants in Sweden. Social Indicators Research, 170, 5–23. https://doi.org/10.1007/s11205-023-03089-7
69.
VargheseV. J. (2023). Labour migration to the Gulf and India’s emigration governance: Expanding bounds of protection. Millennial Asia, 16(2), 292–310. https://doi.org/10.1177/09763996231177584
70.
ZachariahK. C., MathewE. T., & RajanS. I. (2001). Impact of migration on Kerala’s economy and society. International Migration, 39(1), 63–88.
71.
ZachariahK. C., PrakashB. A., & RajanS. I. (2004). Indian workers in UAE: Employment, Wages, and Working Conditions. Economic & Political Weekly, 39(22), 2227–2234.
