Social Studies

Determinants of Youth Unemployment in Urban Duhok

A Logistic Regression Analysis of Duhok's Labor Market

Dilgash Ahmed Mohammed1
1 Nawroz University
Download
PDF
Published
30-07-2025
Pages
142-152

Abstract

Youth unemployment remains a critical socioeconomic issue in Duhok City. This study used an online cross-sectional survey (Google Forms) of 2,076 urban residents aged 18–30, conducted from January to March 2025, to assess employment status and sociodemographic predictors of joblessness. The respondents were 37.7 percent female (n = 782) and 62.3 percent male (n = 1,294). Educational attainment included 33.9 percent secondary‐school graduates, 28.2 percent postgraduate degree holders, 21.9 percent undergraduates, 14.2 percent diploma holders, 1.4 percent with no formal education, and 0.3 percent with vocational training. Employment breakdown showed 30.5 percent in full‐time work, 12.9 percent in part‐time roles, 14.0 percent self‐employed, and 38.2 percent unemployed; 3.3 percent were unable to work and 1.1 percent were retired. Enhanced logistic regression analysis (Stata 17) with comprehensive model diagnostics revealed that female sex (OR = 1.43), younger age (OR = 0.97 per year), and lower educational attainment significantly increased the odds of unemployment, with diploma (OR = 0.75), undergraduate (OR = 0.68), and postgraduate (OR = 0.52) credentials offering graduated protection. Gender-stratified analysis and interaction effects (gender × education) provided deeper insights into differential employment barriers. Model fit statistics showed Pseudo R² = 0.142, with good model performance (Hosmer-Lemeshow p = .189). These findings highlight the need for gender-sensitive policies, age-appropriate training, and expanded vocational and higher-education pathways to reduce youth joblessness in the Kurdistan Region. However, the online sampling methodology limits generalizability to digitally connected youth populations only.

Keywords: Duhok city Kurdistan Region Labor‐market predictors Logistic regression Online survey Youth unemployment

References

  1. Bartnick, A. (2017). Obstacles and opportunities for entrepreneurship in Iraq & the Kurdistan Region. Institute of Regional and International Studies (IRIS), American University of Iraq–Sulaimani. https://auis.edu.krd/iris/sites/default/files/IRIS_Entrepreneurship%20in%20Iraq%20and%20KRI%20report.pdf
  2. Becker, G. S. (1964). Human capital: A theoretical and empirical analysis, with special reference to education. University of Chicago Press. https://www.nber.org/books-and-chapters/human-capital-theoretical-and-empirical-analysis-special-reference-education-first-edition
  3. Coleman, J. S. (1988). Social capital in the creation of human capital. American Journal of Sociology, 94(Supplement), S95–S120. https://doi.org/10.1086/228943
  4. Doeringer, P. B., & Piore, M. J. (1971). Internal labor markets and manpower analysis. Lexington Books. https://doi.org/10.4324/9781003069720
  5. Dzaye, L. C. (2023, October). Education and employment mismatch in the Kurdistan Region of Iraq: Causes and implications. In Economic and Social Development (Book of Proceedings), 101st International Scientific Conference on Economic and Social Development (pp. 165–166). https://savearchive.zbw.eu/bitstream/11159/632035/1/1868894673_0.pdf#page=171
  6. Groves, R. M., Fowler, F. J., Jr., Couper, M. P., Lepkowski, J. M., Singer, E., & Tourangeau, R. (2009). Survey methodology (2nd ed.). John Wiley & Sons. https://www.wiley.com/en-us/Survey+Methodology%2C+2nd+Edition-p-9780470465462
  7. International Labour Organization. (2023). Global employment trends for youth 2023: Paths to a better working future. ILO. https://www.ilo.org/global/research/global-reports/youth/2023
  8. Kapiszewski, D. (2019). Survey research in the Middle East: Challenges and opportunities. Middle East Studies Association Bulletin, 53(1), 1–15. https://mesana.org/publications
  9. Kurdish Globe. (2025, February 10). Youth unemployment in Kurdistan Region triples adult rate. Kurdish Globe. https://www.kurdishglobe.net
  10. Ministry of Youth and Sports. (2024). Annual report on youth employment in Iraq. Government of Iraq. https://ur.gov.iq/index/org-service/23
  11. Mincer, J. (1974). Schooling, experience, and earnings. National Bureau of Economic Research. https://eric.ed.gov/?id=ED103621
  12. Mohammed, S., & Khoshnaw, A. (2024). Labor market dynamics in the Kurdistan Region: Recent trends and policy implications. Kurdistan Economic Review, 12(3), 45–67. https://auis.edu.krd/iris/publications/iraq-economic-review-eleventh-edition
  13. Rudaw Research Centre. (2023). Labour market dynamics in Duhok Governorate. Rudaw Press. https://rudawrc.net/en/article/youth-and-employment-situation-in-the-kurdistan-region-2023-08-06
  14. Ryan, P. (2001). The school-to-work transition: A cross-national perspective. Journal of Economic Literature, 39(1), 34–59. https://doi.org/10.1257/jel.39.1.34
  15. World Bank. (2022). Middle East and North Africa economic update: Trading together. World Bank. https://openknowledge.worldbank.org/handle/10986/37223
  16. World Bank. (2023). Iraq economic monitor: Reviving growth and creating jobs. World Bank. https://openknowledge.worldbank.org/handle/10986/39597
  17. Yassin, L., & Abou-Leila, S. (2021). Social capital and job referrals in Jordan: The hidden labour market. Middle East Journal of Social Sciences, 7(2), 58–72. https://www.rand.org/pubs/research_reports/RR489.html

License

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

© 2025 Dilgash Ahmed Mohammed

Authors who publish with this journal agree to the following terms:

  • Authors retain copyright and grant the journal the right of first publication with the work simultaneously licensed under a Creative Commons Attribution-NonCommercial 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
  • Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
  • Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).

Indexing & Citations

How to Cite

Mohammed, D. A. (2025). Determinants of Youth Unemployment in Urban Duhok: A Logistic Regression Analysis of Duhok’s Labor Market. Ascarya: Journal of Islamic Science, Culture, and Social Studies, 5(1), 142-152. https://doi.org/10.53754/iscs.v5i1.767

Similar Articles

11-20 of 32

You may also start an advanced similarity search for this article.