Group-Based Trajectory Analysis of Longitudinal Employment Patterns and Predictors for Adults With Visual Impairments.

IF 1.2 Q3 REHABILITATION
Jennifer L Cmar, Michele C McDonnall
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引用次数: 0

Abstract

Background: A substantial gap in employment rates has been documented between people with and without visual impairments, but most employment-related research for people with visual impairments has focused on employment at one time point.

Objective: The purpose of this study was to examine longitudinal employment trajectories by visual impairment and investigate factors associated with trajectories for people with visual impairments.

Method: The data source was the 2014 Panel of the Survey of Income and Program Participation. Participants were 816 adults with visual impairments and a matched comparison group of 816 adults without visual impairments. We used group-based trajectory modeling to estimate employment trajectories, identify predictors of trajectory group membership, and explore the impact of health on employment trajectories.

Results: Visual impairment was associated with a lower probability of membership in the Rising, Declining, and High employment trajectory groups compared to the Low group. Predictors of trajectory group membership included disability benefit receipt, non-visual disabilities, gender, race, age, and education. Fair or poor health was associated with decreases in all four trajectories over time.

Conclusion: Visual impairment is a risk factor for not working across multiple years. Disability benefit receipt was the strongest predictor of trajectory group membership for this population.

基于群体的成人视觉障碍纵向就业模式轨迹分析及预测因素。
背景:有视障人士和无视障人士之间的就业率存在巨大差距,但大多数与视障人士就业相关的研究都集中在一个时间点上的就业。目的:本研究旨在探讨视障人士的纵向就业轨迹,并探讨影响视障人士就业轨迹的因素。方法:数据来源为2014年收入与项目参与调查小组。参与者是816名有视觉障碍的成年人和816名没有视觉障碍的成年人。我们使用基于群体的轨迹模型来估计就业轨迹,识别轨迹群体成员的预测因子,并探索健康对就业轨迹的影响。结果:与低就业轨迹组相比,视力障碍与上升、下降和高就业轨迹组成员的可能性较低有关。轨迹组成员的预测因子包括残疾福利收据、非视觉残疾、性别、种族、年龄和教育程度。随着时间的推移,健康状况良好或不佳与所有四种轨迹的下降有关。结论:视力障碍是多年不工作的危险因素。残障福利收据是该人群轨迹团体成员资格的最强预测因子。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
1.70
自引率
33.30%
发文量
45
期刊介绍: The Journal of Vocational Rehabilitation will provide a forum for discussion and dissemination of information about the major areas that constitute vocational rehabilitation. Periodically, there will be topics that are directed either to specific themes such as long term care or different disability groups such as those with psychiatric impairment. Often a guest editor who is an expert in the given area will provide leadership on a specific topic issue. However, all articles received directly or submitted for a special issue are welcome for peer review. The emphasis will be on publishing rehabilitation articles that have immediate application for helping rehabilitation counselors, psychologists and other professionals in providing direct services to people with disabilities.
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