大型制造业工作场所的心理健康、缺勤和收入

IF 1 4区 医学 Q4 HEALTH POLICY & SERVICES
Michael T. French, Gary A. Zarkin
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引用次数: 54

摘要

背景:最近的一些研究考察了精神疾病与劳动力市场变量之间的关系。然而,这些发现并不一致,并留下了许多关于这种关系的性质和规模的问题没有得到解答。研究目的:分析了最近可用的基于工作场所的数据集,以探索美国一家大型工作场所员工的情绪和心理问题症状与员工缺勤和收入之间的关系。方法:该分析基于对美国一家大型制造厂工人进行的随机匿名调查收集的数据。缺勤的两个衡量标准结合在一起——过去30天内因生病或受伤缺勤的天数和过去30天里因员工不想上班缺勤的天数——以创建一个二分法(即曾经缺勤)和一个连续的(即缺勤天数)缺勤变量。年收入以主要工作的个人收入计量。测试了各种统计模型,以确定情绪问题症状与劳动力市场变量之间的独立和联合(与酒精和非法药物使用)关系。结果:分析一致发现,与其他类似同事相比,报告有情绪/心理问题症状的员工缺勤率更高,收入更低。这一发现对模型规范和包括酒精和非法药物使用等共病条件是有力的。讨论:这项研究通过估计情绪/心理症状对两个重要劳动力市场变量(缺勤率和收入)的影响,为该领域的文献提供了新的信息。估计了缺勤和收入方程的几个规格,以测试情绪症状的独立影响以及情绪症状和其他共病条件的联合影响。研究结果表明,雇主在设计基于工作场所的计划(如员工援助计划)时,应考虑与工人心理健康相关的生产力损失。局限性:与对家庭或个人的全国调查不同,样本不包括失业人员或劳动力之外的人。因此,参与劳动力市场的决定是不可模仿的。此外,该研究依赖于自愿自我报告的调查数据,这些数据可能存在物质使用和情绪症状报告不足的问题。尽管受访者一再得到保密保证,但如果确实存在举报不足的情况,这可能比家庭调查更为严重,因为如果受访者在工作场所自我报告吸毒或酗酒情况,他们可能更担心失业。结论:情绪症状的四项指标均与旷工呈正相关且具有统计学意义,与个人收入呈负相关且具有统计意义。这些发现在所有规范中都是稳健的,即使包括其他潜在混杂因素(即酒精和药物使用变量)的影响。此外,即使在控制了情绪症状后,过去一年中醉酒和吸烟的天数似乎也与收入显著相关。最后,模型对横截面数据的解释力相对较高,尤其是对收益回归的解释力。对医疗保健的提供和使用的影响:该研究结果表明,雇主最好重新评估其EAP的优先事项,并考虑将更多资源用于诊断和帮助有情绪和心理困扰的员工。对健康政策制定的影响:这强烈表明,心理健康状况与该工作场所员工的缺勤和收入有关。然而,大多数基于雇主的计划和政策旨在劝阻员工使用酒精和非法药物(例如,员工毒品和酒精测试),而不是解决其他员工的行为和问题。对进一步研究的启示:目前有许多机会从其他工作场所和环境中收集类似的数据,以确定这些模型和结果是否稳健。©1998 John Wiley&;有限公司。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mental health, absenteeism and earnings at a large manufacturing worksite

Background: A few recent studies have examined the relationship between mental illness and labor market variables. The findings are inconsistent, however, and leave unanswered many questions concerning both the nature and magnitude of the relationship.

Aims of the Study: A recently available worksite-based data set is analyzed to explore the relationship between symptoms of emotional and psychological problems and employee absenteeism and earnings among employees at a large US worksite.

Methods: The analysis was based on data collected through a random and anonymous survey of workers at a large US manufacturing worksite. Two measures of absenteeism are combined—days absent during the past 30 days due to sickness or injury and days absent during the past 30 days because the employee did not want to be at work—to create both a dichotomous (i.e., ever absent) and a continuous (i.e., number of days absent) absenteeism variable. Annual earnings were measured as personal earnings from the primary job. Various statistical models were tested to determine the independent and joint (with alcohol and illicit drug use) relationship between symptoms of emotional problems and labor market variables.

Results: The analysis consistently finds that workers who report symptoms of emotional/psychological problems have higher absenteeism and lower earnings than otherwise similar coworkers. This finding is robust to model specification and to the inclusion of comorbid conditions such as alcohol and illicit drug use.

Discussion: This study contributes new information to the literature in this area by estimating the effects of emotional/psychological symptoms on two important labor market variables: absenteeism and earnings. Several specifications of the absenteeism and earnings equations were estimated to test the independent effect of emotional symptoms and the joint effects of emotional symptoms and other comorbid conditions. The results suggest that employers should consider the productivity losses associated with workers’ mental health when designing worksite-based programs such as employee assistance programs (EAPs).

Limitations: Unlike national surveys of households or individuals, the sample does not include unemployed individuals or those outside the labor force. Therefore, the decision to participate in the labor market can not be modeled. In addition, the study relies on voluntary self-reported survey data that may suffer from underreporting of substance use and emotional symptoms. Although respondents were repeatedly assured about confidentiality, if underreporting does exist, it may be more acute than in household surveys because respondents may be more worried about job loss if they self-report drug or alcohol use at the worksite.

Conclusions: All four measures of emotional symptoms had a positive and statistically significant relationship with absenteeism and a negative and statistically significant relationship with personal earnings. These findings were robust across all specifications, even when the effects of other potentially confounding factors (i.e., alcohol and drug use variables) are included. In addition, the number of days intoxicated and cigarette use in the past year appear to be significantly related to earnings even after controlling for emotional symptoms. Finally, the explanatory power of the models is relatively high for cross-sectional data, especially for the earnings regressions.

Implications for Health Care Provision and Use: The findings from this worksite suggest that employers might do well to reassess the priorities of their EAPs and consider directing more of their resources to diagnosing and assisting employees with emotional and psychological distress.

Implications for Health Policy Formulation: It is strongly suggestive that mental health status is related to absenteeism and earnings for employees at this worksite. However, most employer-based programs and policies are designed to dissuade the use of alcohol and illicit drugs by workers (e.g., employee drug and alcohol testing) rather than addressing other employee behaviors and problems.

Implications for Further Research: Numerous opportunities are present to collect similar data from other worksites and settings to determine whether these models and results are robust. ©1998 John Wiley & Sons, Ltd.

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来源期刊
CiteScore
2.20
自引率
6.20%
发文量
8
期刊介绍: The Journal of Mental Health Policy and Economics publishes high quality empirical, analytical and methodologic papers focusing on the application of health and economic research and policy analysis in mental health. It offers an international forum to enable the different participants in mental health policy and economics - psychiatrists involved in research and care and other mental health workers, health services researchers, health economists, policy makers, public and private health providers, advocacy groups, and the pharmaceutical industry - to share common information in a common language.
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