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J Ment Health Policy Econ. 2023 Mar 1;26(1):3-17.
This study provides the first systematic analysis of the association between workplace disclosure of serious mental illness (SMI) and the probability of gainful employment, among workers employed in regular jobs. By regular job, we mean one that pays at least minimum wage, is not set aside for persons with disabilities, and was not obtained with assistance of mental health services. By gainful employment, we mean a regular job with monthly earnings that exceed the maximum allowable earned income for receipt of Social Security Disability Insurance.
Among persons with SMI who are capable of working in regular jobs, we aim to identify: (i) what individual and work-related factors are associated with the decision to disclose mental illness at work; and (ii) how the decision to disclose is related to the probability of gainful employment.
The analyses are based on a theoretical framework in which workers choose a level of disclosure to maximize utility from the benefits of employment, subject to constraints associated with mental illness-related stigma. We specify a bivariate probit regression in which the probabilities of disclosure and gainful employment are determined jointly. The model is estimated with data from a national survey of 602 workers, with schizophrenia, bipolar disorder, or major depression, who were employed in regular jobs post-onset of illness.
The results identify individual (e.g. younger age, less self-stigma, more severe cognitive limitations) and work-related (e.g. longer job tenure, supportive firm, administrative support occupation) factors significantly associated with the probability of disclosure. The results also indicate that disclosure has a significant positive association with the probability of gainful employment, when the empirical model controls for the endogeneity of disclosure in the employment function. Other variables that have a significant positive association with gainful employment include education, job autonomy, and employment in a white-collar occupation.
The data support the hypothesis that workers with SMI make the decision to disclose their condition based on the probability of a positive response from their employer, and this rational behavior is likely the reason for the strong correlation between disclosure and the probability of gainful employment. However, a limitation of the study is that our retrospective survey design cannot identify causal relationships.
Work is an important recovery goal for many workers with SMI, so the disclosure decision is likely to be a significant topic of discussion between workers and their health care providers.
Amid the current focus on wellness in the workplace, policies aimed at reducing the stigma of mental illness at work, and promoting more tolerant and supportive workplace cultures, can improve the probability of gainful employment for workers with SMI.
Further research is needed to design and implement workplace interventions that minimize the monetary/nonmonetary costs of disclosure for workers with SMI in regular jobs.
本研究首次对在正规工作中就业的患有严重精神疾病(SMI)的劳动者的工作场所披露与获得有酬就业的可能性之间的关系进行了系统分析。通过正规工作,我们是指至少支付最低工资、不是为残疾人预留的、并且不是通过心理健康服务获得的工作。通过有酬就业,我们是指收入超过获得社会保障残疾保险的最高允许收入的正规工作。
在能够从事正规工作的 SMI 患者中,我们旨在确定:(i)哪些个人和工作相关因素与在工作中披露精神疾病的决定有关;以及(ii)披露决定如何与获得有酬就业的可能性相关。
分析基于一个理论框架,即劳动者选择披露程度以从就业收益中获得最大效用,同时受到与精神疾病相关耻辱感相关的限制。我们指定了一个二元概率回归模型,其中披露和获得有酬就业的概率是共同确定的。该模型是使用在疾病发作后从事正规工作的 602 名患有精神分裂症、双相情感障碍或重度抑郁症的劳动者的全国性调查数据进行估计的。
结果确定了与披露概率显著相关的个人(例如,年龄较小、自我耻辱感较低、认知能力限制更严重)和工作相关因素(例如,工作年限较长、支持性公司、行政支持职业)。结果还表明,当实证模型控制就业功能中披露的内生性时,披露与获得有酬就业的概率呈显著正相关。与获得有酬就业显著正相关的其他变量包括教育、工作自主性和白领职业就业。
数据支持这样的假设,即患有 SMI 的劳动者根据雇主的积极反应概率做出披露其病情的决定,这种理性行为可能是披露与获得有酬就业的概率之间存在强相关性的原因。然而,研究的一个限制是我们的回顾性调查设计无法确定因果关系。
工作是许多患有 SMI 的劳动者的一个重要康复目标,因此披露决定很可能是劳动者及其医疗保健提供者之间的一个重要讨论话题。
在当前关注工作场所健康的背景下,旨在减少工作场所精神疾病耻辱感和促进更宽容和支持性工作文化的政策可以提高患有 SMI 的劳动者获得有酬就业的概率。
需要进一步研究来设计和实施工作场所干预措施,以最大限度地降低从事正规工作的患有 SMI 的劳动者披露的货币/非货币成本。