The Impact Of Gender And Gender Composition On Occupational Wage Inequality In Palestine: A Multilevel Modeling Approach
Inequality in the wage paid between males and females is a global phenomenon faced by the world. The problem is more severe in developing countries due to the social-cultural factor. Palestine is one of the countries experiencing a high ratio of imbalance participation rate of genders in the labo...
| Main Author: | |
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| Format: | Thesis |
| Language: | English |
| Published: |
2021
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| Subjects: | |
| Online Access: | http://eprints.usm.my/62838/ http://eprints.usm.my/62838/1/MOHSEN%20H%20H%20AYYASH24.pdf |
| _version_ | 1848885101350354944 |
|---|---|
| author | Ayyash, Mohsen H.H. |
| author_facet | Ayyash, Mohsen H.H. |
| author_sort | Ayyash, Mohsen H.H. |
| building | USM Institutional Repository |
| collection | Online Access |
| description | Inequality in the wage paid between males and females is a global
phenomenon faced by the world. The problem is more severe in developing
countries due to the social-cultural factor. Palestine is one of the countries
experiencing a high ratio of imbalance participation rate of genders in the labor
market in which female participation is among the lowest worldwide. On the other
hand, occupational discrimination and wage inequality still exist between males and
females. Combining both issues, this thesis seeks to examine the impact of gender
and occupational gender composition on wage levels in the Palestinian labor market
and contributes in three ways: first, this is the first study that analyzes the
occupational gender wage gap in Palestine using multilevel linear models due to its
high ratio of the gender pay gap. It does not limit the investigation of the betweenoccupation
groups and within-occupation groups variations but also includes the
examination between-gender-within occupation groups wage differentials. Second,
this thesis demonstrates that the Bayesian estimator provides the most accurate and
efficient estimation as compared to the conventional technique of maximum
likelihood (ML) and restricted maximum likelihood (RML). Third, the thesis
examines the effect of occupational sex segregation by utilizing the two-level wage
models where occupations classification is decomposed using an ISCO-08 twodigit
classification.This approach provides a more accurate estimate but not yet well-explored. The data are collected from the Palestinian Labour Force Survey
(PLFS) over the period 2014 to 2018. The results reported evidence of wage
inequality due to occupational groups which account for about 23.4% of wage
differentials. On average, wages in male-dominated occupations are higher than
those in gender-integrated and female-dominated occupations, which supports the
devaluation hypothesis. The results also indicate that men enjoyed wage advantage
over women across the gender-typed occupations, which supports the universal
male advantage hypothesis. Moreover, the size of the gender pay gap is wider in
occupations dominated by females as compared to other gender-typed occupations.
Besides gender-based occupational discrimination, a significant portion of the
between-occupation wage gap in the Palestinian labor market is mainly explained
by workers’ characteristics including place of work, industrial sectors, sector of
employment, region, work status, and marital status. The thesis suggests reducing
the gender wage gap through equal pay enforcement and programs to encourage
women's participation in the labor market. |
| first_indexed | 2025-11-15T19:17:15Z |
| format | Thesis |
| id | usm-62838 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T19:17:15Z |
| publishDate | 2021 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-628382025-09-09T03:03:26Z http://eprints.usm.my/62838/ The Impact Of Gender And Gender Composition On Occupational Wage Inequality In Palestine: A Multilevel Modeling Approach Ayyash, Mohsen H.H. QA75.5-76.95 Electronic computers. Computer science Inequality in the wage paid between males and females is a global phenomenon faced by the world. The problem is more severe in developing countries due to the social-cultural factor. Palestine is one of the countries experiencing a high ratio of imbalance participation rate of genders in the labor market in which female participation is among the lowest worldwide. On the other hand, occupational discrimination and wage inequality still exist between males and females. Combining both issues, this thesis seeks to examine the impact of gender and occupational gender composition on wage levels in the Palestinian labor market and contributes in three ways: first, this is the first study that analyzes the occupational gender wage gap in Palestine using multilevel linear models due to its high ratio of the gender pay gap. It does not limit the investigation of the betweenoccupation groups and within-occupation groups variations but also includes the examination between-gender-within occupation groups wage differentials. Second, this thesis demonstrates that the Bayesian estimator provides the most accurate and efficient estimation as compared to the conventional technique of maximum likelihood (ML) and restricted maximum likelihood (RML). Third, the thesis examines the effect of occupational sex segregation by utilizing the two-level wage models where occupations classification is decomposed using an ISCO-08 twodigit classification.This approach provides a more accurate estimate but not yet well-explored. The data are collected from the Palestinian Labour Force Survey (PLFS) over the period 2014 to 2018. The results reported evidence of wage inequality due to occupational groups which account for about 23.4% of wage differentials. On average, wages in male-dominated occupations are higher than those in gender-integrated and female-dominated occupations, which supports the devaluation hypothesis. The results also indicate that men enjoyed wage advantage over women across the gender-typed occupations, which supports the universal male advantage hypothesis. Moreover, the size of the gender pay gap is wider in occupations dominated by females as compared to other gender-typed occupations. Besides gender-based occupational discrimination, a significant portion of the between-occupation wage gap in the Palestinian labor market is mainly explained by workers’ characteristics including place of work, industrial sectors, sector of employment, region, work status, and marital status. The thesis suggests reducing the gender wage gap through equal pay enforcement and programs to encourage women's participation in the labor market. 2021-03 Thesis NonPeerReviewed application/pdf en http://eprints.usm.my/62838/1/MOHSEN%20H%20H%20AYYASH24.pdf Ayyash, Mohsen H.H. (2021) The Impact Of Gender And Gender Composition On Occupational Wage Inequality In Palestine: A Multilevel Modeling Approach. PhD thesis, Universiti Sains Malaysia. |
| spellingShingle | QA75.5-76.95 Electronic computers. Computer science Ayyash, Mohsen H.H. The Impact Of Gender And Gender Composition On Occupational Wage Inequality In Palestine: A Multilevel Modeling Approach |
| title | The Impact Of Gender And Gender
Composition On Occupational
Wage Inequality In Palestine: A
Multilevel Modeling Approach |
| title_full | The Impact Of Gender And Gender
Composition On Occupational
Wage Inequality In Palestine: A
Multilevel Modeling Approach |
| title_fullStr | The Impact Of Gender And Gender
Composition On Occupational
Wage Inequality In Palestine: A
Multilevel Modeling Approach |
| title_full_unstemmed | The Impact Of Gender And Gender
Composition On Occupational
Wage Inequality In Palestine: A
Multilevel Modeling Approach |
| title_short | The Impact Of Gender And Gender
Composition On Occupational
Wage Inequality In Palestine: A
Multilevel Modeling Approach |
| title_sort | impact of gender and gender
composition on occupational
wage inequality in palestine: a
multilevel modeling approach |
| topic | QA75.5-76.95 Electronic computers. Computer science |
| url | http://eprints.usm.my/62838/ http://eprints.usm.my/62838/1/MOHSEN%20H%20H%20AYYASH24.pdf |