生存分析在纳米比亚就业寿命决定因素中的应用:来自2018年劳动力调查的证据

Opeoluwa Oyedele, Liina E M Angula, Klemens Mutorwa
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引用次数: 0

摘要

除了提供有关雇员和雇主就业稳定性的额外信息外,工作年限决定了雇员职业生涯的总体工作经验。然而,近年来,全球就业稳定性下降,纳米比亚是受影响最严重的国家之一,那里的工人在其职业生涯中有大量的短期就业记录。在本文中,利用2018年纳米比亚劳动力调查,使用Kaplan-Meier和Cox比例风险技术来估计纳米比亚就业成年人的就业寿命存活率。结果表明,大多数雇员在私营企业和政府机构工作,受过初中和高中教育,未婚,从事有薪工作,来自霍马斯、埃隆戈和奥乔松珠巴地区。同样,工作1年以下和1-2年的员工年龄以20-29岁为主,工作3-5年和6-10年的员工年龄以30-39岁为主。被雇佣成年人的年龄、雇主类型、最高学历、婚姻状况、地区、在校情况和性别等特征与他们的就业寿命存在显著相关。此外,年龄在30-39岁和40-49岁、受雇于非营利机构、半国有企业和政府机构以及来自Oshikoto、Omaheke、Oshana、Khomas、Erongo和Otjozondjupa地区的雇员的就业寿命存活率较高,而受雇于私营非正规企业并已获得技术或职业证书/文凭、初中和高中教育的雇员存活率较低。因此,建议处理就业和劳工问题的所有有关组织和政府部门应经常通过其各自的人力资源部门与所有雇主接触,进一步协助制定和执行最适合其各自雇员的有利就业合同,特别是那些受雇于私营非正规企业、受雇少于1年、1-2年和3-5年的雇员。二、三十岁(按年龄计算),并已取得技术或职业证书/文凭、初中和高中教育
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An application of survival analysis on the determinants of employmentlongevity in Namibia: Evidence from 2018 Labour Force Survey
Employment longevity shapes the total work experience of an employee's career, in addition to providing additional information about the employment stability of the employee and employer. However, in recent years, employment stability has decreased globally, with Namibia being amongst the highly affected countries where workers are having a high number of short-term employment records over the course of their careers. In this paper, the Kaplan-Meier and Cox Proportional Hazard techniques were used to estimate the survival of employment longevity for employed adults in Namibia using the 2018 Namibia Labour Force Survey. Results showed that majority of the employees were working in the private enterprises and government institutions, attained junior and senior secondary education, never married, worked for a paying job and were from the Khomas, Erongo and Otjozondjupa regions. Likewise, majority of the employees employed for less than 1 year and for 1-2 years were aged 20-29 years, while majority employed for 3-5 years and 6-10 years were aged 30-39 years. The employed adults' characteristics such as age group, type of employer, highest education attained, marital status, region, current schooling status and sex had a significant association with their survival of employment longevity. In addition, employees aged 30-39 and 40-49 years, employed in non-profit institutions, parastatals and government institutions, and from the Oshikoto, Omaheke, Oshana, Khomas, Erongo and Otjozondjupa regions had a high survival of employment longevity, while employees employed in privately owned informal enterprises and had already attained a technical or vocational certificates/diplomas, junior and senior secondary education had a low survival. It is therefore recommended that all relevant organizations and governmental ministries that deals with employment and labour matters should frequently engage all employers through their respective human resources departments, to further assist in the creation and implementation of favourable employment contracts that best suits their respective employees, especially, for those employed in privately owned informal enterprises, employed for less than 1 year, 1-2 years and 3-5 years, who are in their 20s and 30s (age-wise), and already attained a technical or vocational certificates/diplomas, junior and senior secondary education
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