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A Rehabilitation Intervention to Help People with Severe Mental Illness Obtain and Keep a Paid Job 帮助患有严重精神疾病的人获得并保持一份有报酬的工作的康复干预
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2012-11-01 DOI: 10.1016/J.JVAL.2012.08.809
Dennis. Stant, V. Busschbach, M. D. Vugt, H. Michon
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引用次数: 2
The civilian labor market experiences of Vietnam-era veterans: the influence of psychiatric disorders 越南退伍军人的平民劳动力市场经历:精神障碍的影响
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-08-22 DOI: 10.1002/mhp.102
Elizabeth Savoca, Robert Rosenheck
<div> <section> <h3> Background:</h3> <p>Most research on the civilian labor market experiences of veterans has focused on the extent to which the skills and experience acquired in the military are rewarded in the civilian employment sector. While studies have been mindful of the need to analyze this question in a multivariate framework, controlling for other factors that might independently affect labor market outcomes, they have met this goal with limited success. As a result, an important element of the employment and wage determination process—psychiatric health—has been absent from this literature.</p> </section> <section> <h3> Aims of the study:</h3> <p>Using a nationally representative survey of Vietnam-era veterans, this study analyzes the contribution of psychiatric health toward explaining differences in the post-service civilian wages, hours worked, and employment probabilities among male veterans.</p> </section> <section> <h3> Methods:</h3> <p>The analysis is based on data from the National Survey of the Vietnam Generation, a survey, completed in the late 1980s, of persons who were on active duty during the years of the Vietnam War, 1964–1975. Three outcome variables are studied—the hourly wage rate, usual hours worked per week, and a 0–1 indicator for whether the respondent is currently working. Lifetime diagnoses of four categories of mental disorders—major depression, anxiety disorders, substance abuse/dependence, and combat-related posttraumatic stress disorder (PTSD)—were constructed from the US NIMH Diagnostic Interview Schedule, administered by the survey. The employment probability equation was estimated using probit; the hourly earnings and hours worked equations via ordinary least squares conditioned on being employed.</p> </section> <section> <h3> Results:</h3> <p>The study finds that PTSD significantly lowered the likelihood of working and, for those veterans who were working, their hourly wages. On average, a veteran with a lifetime diagnosis of PTSD was 8.5 percentage points less likely to be currently working than was a veteran who did not meet diagnostic criteria. Among those who were employed, veterans with PTSD earned, on average, $2.38 less per hour ($3.61 in 1999 U.S. dollars). Anxiety disorders and major depression had nearly as large an effect on employment rates, as did PTSD. Major depression was also found to have lowered hourly wages by an average of $6.77 per hour ($10.17 in 1999 US dollars). However, psychiatric health did not affect typical hours worked per week.</p> </section> <section> <h3> Discussion:</h3>
背景:大多数关于退伍军人文职劳动力市场经历的研究都集中在文职就业部门对在军队中获得的技能和经验的奖励程度上。尽管研究人员注意到有必要在多变量框架中分析这个问题,并控制可能独立影响劳动力市场结果的其他因素,但他们实现这一目标的成功有限。因此,就业和工资决定过程中的一个重要因素——精神健康——在这篇文献中是缺失的。该研究的目的:利用一项对越南时代退伍军人的全国代表性调查,本研究分析了心理健康对解释男性退伍军人服役后文职工资、工作时间和就业概率差异的贡献。方法:该分析基于越南一代全国调查的数据,该调查于20世纪80年代末完成,调查对象为1964年至1975年越南战争期间的现役军人。研究了三个结果变量——小时工资率、每周正常工作时间,以及受访者目前是否工作的0-1指标。四类精神障碍的终身诊断——严重抑郁症、焦虑症、药物滥用/依赖性和与战斗相关的创伤后应激障碍(PTSD)——是根据美国NIMH诊断访谈表构建的,由该调查管理。就业概率方程使用概率概率估计;以就业为条件,通过普通最小二乘法得出的小时收入和工作时数方程。结果:研究发现,创伤后应激障碍显著降低了工作的可能性,对于那些正在工作的退伍军人来说,也降低了他们的时薪。平均而言,终身被诊断为创伤后应激障碍的退伍军人目前工作的可能性比不符合诊断标准的退伍军人低8.5个百分点。在就业人员中,患有创伤后应激障碍的退伍军人平均每小时少挣2.38美元(按1999年美元计算为3.61美元)。焦虑症和严重抑郁症对就业率的影响几乎与创伤后应激障碍一样大。严重抑郁症还导致时薪平均每小时下降6.77美元(按1999年美元计算为10.17美元)。然而,精神健康状况并没有影响典型的每周工作时间。讨论:本研究为一些文献提供了新的信息。先前关于创伤后应激障碍在多大程度上干扰了平民生活的调整的研究集中在生活质量结果上,如整体幸福感、身体健康和无家可归。此前对心理健康和收入的研究主要集中在年收入上。这项研究对每小时工资进行了比较,这是一种更接近生产力差异的衡量标准,因为它们代表了相同时间投入的工资差异。最后,这项研究表明,精神健康的影响与非健康特征的影响一样重要,非健康特征被认为是文职劳动力市场(教育和经验)收入潜力的信号。然而,这些发现可能并不普遍适用。创伤后应激障碍的重要性可能是越南战争退伍军人特有的,而可能不适用于患有非战斗相关创伤后应激疾病的人。对医疗保健的提供和使用以及卫生政策制定的影响:我们的估计的规模意味着,开发有效的创伤后应激障碍治疗方法和确保获得这些治疗可能会带来巨大的好处。对未来研究的影响:未来的研究应研究普通人群中工作与创伤后应激障碍之间的关系,并应探讨心理健康的间接影响,如其对退伍军人服役后教育程度和职业选择的影响。版权所有©2000 John Wiley&;有限公司。
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引用次数: 191
Abstract translations 摘要翻译
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-08-22 DOI: 10.1002/mhp.106
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引用次数: 0
Using epidemiological data to model efficiency in reducing the burden of depression† 利用流行病学数据对减轻抑郁症负担的效率进行建模†
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-08-22 DOI: 10.1002/mhp.96
Gavin Andrews M.D., Kristy Sanderson, Justine Corry, Helen M. Lapsley
<div> <section> <h3> Background:</h3> <p>The Global Burden of Disease study has suggested that mental disorders are the leading cause of disability burden in the world. This study takes the leading cause of mental disorder burden, depression, and trials an approach for defining the present and optimal efficiency of treatment in an Australian setting.</p> </section> <section> <h3> Aims of the Study:</h3> <p>To examine epidemiological and service use data for depression to trial an approach for modelling (i) the burden that is currently averted from current care, (ii) the burden that is potentially avertable from a hypothetical regime of optimal care, (iii) the efficiency or cost-effectiveness of both current and optimal services for depression and (iv) the potential of current knowledge for reducing burden due to depression, by applying the WHO five-step method for priorities for investment in health research and development.</p> </section> <section> <h3> Methods:</h3> <p>Effectiveness and efficiency were calculated in disability adjusted life years (DALYs) averted by adjusting the disability weight for people who received efficacious treatment. Data on service use and treatment outcome were obtained from a variety of secondary sources, including the Australian National Survey of Mental Health and Wellbeing, and efficacy of individual treatments from published meta-analyses expressed in effect sizes. Direct costs were estimated from published sources.</p> </section> <section> <h3> Results:</h3> <p>Fifty-five percent of people with depression had had some contact with either primary care or specialist services. Effective coverage of depression was low, with only 32% of cases receiving efficacious treatment that could have lessened their severity (averted disability). In contrast, a proposed model of optimal care for the population management of depression provided increased treatment contacts and a better outcome. In terms of efficiency, optimal care dominated current care, with more health gain for less expenditure (28 632 DALYs were averted at a cost of AUD295 million with optimal care, versus 19 297 DALYs averted at a cost of AUD720 million with current care). However, despite the existence of efficacious technologies for treating depression, only 13% of the burden was averted from present active treatment, primarily because of the low effective coverage. Potentially avertable burden is nearly three times this, if effective treatments can be delivered in appropriate amounts to all those who need it.</p> </section> <section> <h3> Discussion:</h3>
背景:全球疾病负担研究表明,精神障碍是世界残疾负担的主要原因。这项研究以精神障碍负担、抑郁的主要原因为研究对象,并尝试在澳大利亚环境中确定目前和最佳治疗效率的方法。研究目的:检查抑郁症的流行病学和服务使用数据,以试验一种建模方法:(i)目前从当前护理中避免的负担,(ii)假设的最佳护理制度可能避免的负担,(iii)目前和最佳抑郁症服务的效率或成本效益,以及(iv)通过应用世界卫生组织五步法确定卫生研究和开发投资的优先事项,目前知识在减轻抑郁症负担方面的潜力。方法:通过调整接受有效治疗的人的残疾体重,计算其避免的残疾调整生命年(DALY)的有效性和效率。有关服务使用和治疗结果的数据来自各种次要来源,包括澳大利亚国家心理健康和幸福调查,以及已发表的以效果大小表示的荟萃分析中个体治疗的疗效。直接费用是根据公布的资料估计的。结果:55%的抑郁症患者曾接触过初级保健或专科服务。抑郁症的有效覆盖率很低,只有32%的病例接受了可以减轻其严重程度(避免残疾)的有效治疗。相反,所提出的抑郁症人群管理的最佳护理模型提供了更多的治疗接触和更好的结果。就效率而言,最佳护理主导了当前的护理,以更少的支出获得更多的健康收益(最佳护理避免了28 632个DALY,成本为2.95亿澳元,而当前护理避免了19 297个DALYs,成本为7.2亿澳元)。然而,尽管存在治疗抑郁症的有效技术,但目前的积极治疗只减轻了13%的负担,主要是因为有效覆盖率低。如果能够向所有需要的人提供适当数量的有效治疗,潜在的可避免负担几乎是这个数字的三倍。讨论:本文报告了一种计算目前从横断面调查数据中避免的负担的方法,并计算根据随机对照试验数据估计的最佳方案可能避免的负担。这里采用的方法做出了一些假设:人们在报告他们的服务使用时是准确的,影响大小是建模残疾改善的合适基础,用于将影响大小转化为残疾体重变化的方法是有效的。讨论了这些假设的稳健性。尽管如此,虽然最佳护理在减轻抑郁症负担方面比现有服务做得更多,但目前治疗抑郁症的技术还不够。对医疗保健提供和使用的影响:迫切需要教育临床医生(初级和专科医生)和公众如何有效治疗抑郁症。对健康政策的影响:除了实施已知疗效的治疗外,还需要更强大的技术来预防和治疗抑郁症。对进一步研究的启示:从各种次要来源避免的建模负担可能会在许多层面上引入偏见。未来的研究应该检验以减轻残疾负担为模型的方法的有效性。需要一种强有力的治疗方法来缓解抑郁并防止复发。版权所有©2000 John Wiley&;有限公司。
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引用次数: 120
Assessing state parity legislation† 评估州平等立法†
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-08-22 DOI: 10.1002/mhp.101
Samuel H. Zuvekas Ph.D.

The temptation is great, but premature, to conclude from the Sturm study that parity mandates had no effect on access and insurance coverage for the mentally ill. The study lacks statistical power for those directly covered by the mandates, and it is unlikely adequate power exists for those only indirectly affected. The inclusion of the uninsured, Medicaid enrollees, and privately covered individuals not subject to the mandates, and the imprecise outcome measures, increase the likelihood that other factors dominate parity. The timing of implementation in some states is also problematic. But Sturm asks the right questions and future waves of the Healthcare for Communities survey and other data will be better able to address them. Copyright © 2000 John Wiley & Sons, Ltd.

从Sturm的研究中得出结论,平等授权对精神病患者的准入和保险范围没有影响,这是一个很大的诱惑,但为时过早。该研究缺乏对授权直接涵盖的人的统计权力,也不太可能对那些只受间接影响的人有足够的权力。纳入未参保者、医疗补助参保者和不受强制令约束的私人参保者,以及不精确的结果衡量标准,增加了其他因素主导平等的可能性。一些州的实施时间也存在问题。但Sturm提出了正确的问题,未来的社区医疗保健调查和其他数据将能够更好地解决这些问题。版权所有©2000 John Wiley&;有限公司。
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引用次数: 4
State parity legislation and changes in health insurance and perceived access to care among individuals with mental illness: 1996–1998† 国家平等立法和健康保险的变化以及精神疾病患者获得护理的机会:1996-1998†
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-08-22 DOI: 10.1002/mhp.97
Roland Sturm Ph.D. Senior Economist
<div> <section> <h3> Background:</h3> <p>The 1990's witnessed a new wave of state and federal legislation affecting mental health insurance in the United States. Although patient advocacy groups have hailed the passage of numerous ‘parity’ laws that require insurance coverage for mental illnesses to equal that for physical ailments, it is unclear whether this activity represents a major improvement in insurance benefits among mentally ill or significantly increases their access to care.</p> </section> <section> <h3> Aims:</h3> <p>This paper contrasts how insurance coverage has changed among individuals with mental health problems in states with and without parity legislation.</p> </section> <section> <h3> Methods:</h3> <p>National survey data from 1996 to 1998, subset to a panel of 1220 individuals exceeding clinical screeners for a mental health disorder. Dependent variables are change in insurance status, insurance generosity and perception of access to care. The analysis contrasts changes in dependent variables between states with and without parity legislation (a difference-in-differences analysis).</p> </section> <section> <h3> Results:</h3> <p>There are no statistical significant effects of state parity; point estimates suggest that parity mandates are associated with a slightly higher number of mentally ill reporting improved insurance generosity and access to care, but also with a higher number of mentally ill losing all insurance coverage in parity states. The estimated effects are too small to be statistically significant, although the sample size is limited and the study had only good statistical power to detect large effects.</p> </section> <section> <h3> Discussion:</h3> <p>At the population level, state parity legislation appears to have not had large effects on the insurance coverage of the group that was intended as the primary beneficiary of legislation. Likely reasons include the limited scope of the actual legal requirements and large numbers of mentally ill that are not covered by health insurance subject to such legislation. The results do not exclude the possibility that some subgroups experienced substantial improvements in their insurance coverage. At the population level, large effects experienced by small subgroup are diluted by groups that experienced no similar changes. However, parity legislation was not considered a minor issue by advocates and opponents and this analysis has the statistical power to detect the sizeable differences that were argued in the policy debate.</p> </section>
背景:20世纪90年代,美国出现了影响心理健康保险的新一轮州和联邦立法。尽管患者权益倡导团体对许多“平等”法律的通过表示欢迎,这些法律要求精神疾病的保险范围与身体疾病的保险覆盖范围相等,但目前尚不清楚这一活动是精神病患者保险福利的重大改善,还是显着增加了他们获得护理的机会。目的:本文对比了在有和没有平等立法的州,有心理健康问题的个人的保险范围是如何变化的。方法:1996年至1998年的全国调查数据,包括1220名超过心理健康障碍临床筛查人员的个体。因变量是保险状况、保险慷慨程度和获得护理的感知的变化。该分析对比了有和没有平价立法的州之间因变量的变化(差异分析)。结果:状态奇偶性无统计学显著影响;点估计表明,平等强制令与略高数量的精神病患者报告保险慷慨程度和获得护理的机会提高有关,但也与在平等州失去所有保险的精神病人数增加有关。估计的影响太小,不具有统计学意义,尽管样本量有限,而且该研究只有很好的统计能力来检测大的影响。讨论:在人口层面,州平等立法似乎对作为立法主要受益者的群体的保险范围没有产生太大影响。可能的原因包括实际法律要求的范围有限,以及大量精神病患者不在此类立法的医疗保险范围内。研究结果并不排除某些亚组的保险范围有了实质性改善的可能性。在人群水平上,小亚组所经历的巨大影响被没有经历类似变化的组所稀释。然而,支持者和反对者并不认为平等立法是一个小问题,这一分析具有统计能力,可以发现政策辩论中存在的巨大差异。对健康政策的影响:虽然州平等立法可能改善了一些人的保险福利,但似乎并没有对整个精神病患者带来实质性的改善。然而,如果通过比州立法范围更广的强有力的联邦立法,结果可能会大不相同。对研究的启示:平等辩论提供了一个重要的提醒,提醒人们可以为政策提供信息的研究是多么的少。这项研究提供了一个粗略的画面,但远不是一个结论性的评估。最迫切需要的是能够继续跟踪市场和政策变化的数据。版权所有©2000 John Wiley&;有限公司。
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引用次数: 18
Abstracts translations 摘要翻译
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-04-30 DOI: 10.1002/mhp.100
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引用次数: 0
Economic impact of a specialist outreach team in residential and nursing home settings 住院和疗养院环境中专家外展团队的经济影响
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-04-30 DOI: 10.1002/mhp.86
Gerald Richardson, Linda Davies, Belinda South, Rebekah Proctor, Prof Alistair Burns, Hilary Stratton Powell, Prof Nicholas Tarrier, Brian Faragher

Background: The results of a randomized controlled trial have indicated that a training and educational programme for staff in nursing or residential homes may result in reductions in levels of depression and levels of cognitive impairment for residents presenting with an active management problem. The training and educational intervention consisted of members of a hospital outreach team who presented a series of 1 hour seminars on topics which staff had indicated would improve their knowledge and skills.

Aims of the study: The aim of this study was to present an exploratory analysis of the impact on costs associated with providing an old age psychiatry outreach team giving training and education for staff in nursing and residential homes.

Method: For the economic study, a societal perspective was employed. Measures of resource use and costs to the health service, social and community services and the nursing and residential homes were analysed for 120 residents from 12 nursing or residential homes, as part of a randomized controlled trial to assess a training package provided in residential and nursing homes. Cost estimates were based on estimates from generalized estimated equations. To allow for clustering effects within homes, the unit of randomization was the home as opposed to the individual. To ensure models were correctly specified, several tests including the Ramsey RESET test were employed.

Results: There were no significant differences in the total cost per person in the homes that received the intervention and the control homes. This study has shown that the additional cost of providing the specialist outreach team was likely to be covered by reductions in the use of other resources such as GP visits to nursing and residential homes. Therefore, though the study had limitations, it appeared that improved care could be provided at little or no extra cost.

Implications for Health Care Provision and Use: The evidence presented suggests that the specialist outreach team was unlikely to add to the total cost of caring for residents in nursing and residential homes. This finding combined with the benefits in terms of lower levels of depression and cognitive impairment suggested that the intervention was good value for money. The intervention should be considered for use in other nursing and residential homes. © 2000 John Wiley & Sons, Ltd.

背景:一项随机对照试验的结果表明,对护理院或疗养院工作人员的培训和教育计划可能会降低有积极管理问题的居民的抑郁水平和认知障碍水平。培训和教育干预由一个医院外展小组的成员组成,他们就工作人员表示将提高他们的知识和技能的主题举办了一系列1小时的研讨会。研究目的:本研究的目的是对提供一个老年精神病学外展团队为护理院和疗养院的工作人员提供培训和教育对成本的影响进行探索性分析。方法:经济研究采用社会视角。作为一项随机对照试验的一部分,对来自12家疗养院或寄宿家庭的120名居民的医疗服务、社会和社区服务以及疗养院和寄宿家庭的资源使用和成本进行了分析,以评估寄宿和寄宿家庭提供的培训包。成本估算是基于广义估算方程的估算。为了考虑家庭内的聚集效应,随机化的单位是家庭,而不是个人。为了确保正确指定模型,采用了包括拉姆齐重置测试在内的多项测试。结果:接受干预的家庭和对照家庭的人均总成本没有显著差异。这项研究表明,提供专家外展团队的额外费用可能会通过减少其他资源的使用来弥补,例如全科医生对养老院和疗养院的访问。因此,尽管这项研究有局限性,但似乎可以在很少或没有额外费用的情况下提供改善的护理。对医疗保健提供和使用的影响:所提供的证据表明,专家外展团队不太可能增加护理院和疗养院居民的护理总成本。这一发现与降低抑郁和认知障碍水平的益处相结合,表明干预措施物有所值。这种干预措施应考虑在其他疗养院和疗养院使用。©2000 John Wiley&;有限公司。
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引用次数: 3
Service inputs and costs of care related to outcomes among cognitively impaired nursing home residents 认知障碍疗养院居民的服务投入和护理成本与结果的关系
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-04-30 DOI: 10.1002/mhp.87
Douglas Holmes, Jeanne Teresi, Jian Kong
<p><b>Background</b>: There are over 17 000 nursing homes in the United States. Within these, special care units (SCUs) provide a separate residential and/or activity locus for residents, and are expected to provide more staff time and more specialized staff assignments. This paper addresses a fundamental issue relating to the nature, quality and quantity of resident care inputs: what impacts of SCUs are associated with added service inputs, and thus with personnel costs, recognizing that personnel account for the majority of costs associated with nursing home care?</p><p><b>Aims of the study</b>: The aim of this aspect of the study was to determine the extent to which additions of staff would result in a diminution of deviant behaviors among residents of special care and of traditional care units.</p><p><b>Method</b>: The data were collected from a random sample of ten downstate nursing homes located in New York State. Using rigorous sampling procedures, random samples of 40 residents were drawn from each of the facilities, equally divided between special care unit and traditional care unit residents. Thus, the sampling design involved two levels of clustering: subjects were clustered within units and units were clustered within facilities. The observational behaviour measure was taken from the INCARE (institutional version of the Comprehensive Assessment and Referral Evaluation). The behavioral observation measure contains 23 items such as ‘disruptive of others’, ‘picks/pulls clothing’, ‘repetitive movements’, ‘repetitive questioning’ and ‘wandering’. Each item is rated as to frequency of occurrence; ratings are collected on three occasions, and averaged. Outcome and covariate data (e.g., behavior and cognition) were collected by trained research staff who visited each site for three to four weeks of intensive data collection, accomplished through direct resident interviews, staff interviews and questionnaires and chart data abstraction. The clinical staff <i>time</i> data were collected using the InfoAide system, whereby each care provider used a portable barcode scanner to record the type of care given, the recipient and the duration of care.</p><p>A random effects model using the SAS mixed procedure was applied to the data; adhering to this model, some effects were fixed and some random. The random effects were comprised of the subject (intercept or subject starting point at baseline) and the unit; used here was restricted maximum likelihood (REML) with the EM algorithm.</p><p><b>Results</b>: There was a significant reduction of behavior disorder associated with more provision of aide time in SCUs as contrasted with non-SCUs. The greater the service provided, the greater the slope, i.e., the greater the reduction. That is, while SCU residents showed improvements in behavior accompanying increases in aide time, no such change was observed among non-SCU residents.</p><p><b>Implications for Health Care Provision and Use</b>: The significant eff
背景:美国有17000多家养老院。其中,特殊护理单元为居民提供了一个单独的居住和/或活动场所,预计将提供更多的工作人员时间和更多的专业工作人员任务。本文讨论了一个与住院护理投入的性质、质量和数量有关的基本问题:SCU的哪些影响与增加的服务投入有关,从而与人员成本有关,认识到人员占养老院护理相关成本的大部分?研究目的:这方面研究的目的是确定增加工作人员会在多大程度上减少特殊护理和传统护理单位居民的异常行为。方法:数据是从位于纽约州的十个州下疗养院的随机样本中收集的。通过严格的抽样程序,从每个设施中随机抽取40名居民,在特殊护理单元和传统护理单元的居民中平均分配。因此,抽样设计涉及两个层次的聚类:受试者被聚类在单元内,单元被聚类在设施内。观察行为测量来自INCARE(综合评估和转介评估的机构版本)。行为观察测量包含23个项目,如“扰乱他人”、“挑选/拉衣服”、“重复动作”、“反复提问”和“徘徊”。根据发生频率对每个项目进行评级;评分分三次收集,并取平均值。结果和协变量数据(如行为和认知)由受过培训的研究人员收集,他们访问了每个地点,进行了三到四周的密集数据收集,通过直接的居民访谈、工作人员访谈和问卷调查以及图表数据抽象来完成。临床工作人员的时间数据是使用InfoAide系统收集的,每个护理提供者都使用便携式条形码扫描仪来记录所提供的护理类型、接受者和护理持续时间。使用SAS混合程序的随机效应模型应用于数据;根据这个模型,一些效应是固定的,一些是随机的。随机效应由受试者(截距或受试者基线起点)和单位组成;这里使用的是EM算法的限制最大似然(REML)。结果:与非SCU相比,SCU中与提供更多辅助时间相关的行为障碍显著减少。所提供的服务越多,坡度就越大,即减少的幅度就越大。也就是说,虽然SCU居民的行为随着辅助时间的增加而有所改善,但在非SCU居民中没有观察到这种变化。卫生保健提供和使用的意义:SCU×时间×辅助分钟的显著影响表明,SCU上更多的辅助时间与行为的改善有关。似乎与减少行为障碍有关的重要因素不是SCU本身的成员资格,而是在SCU内提供更多的辅助时间。那些提供更多辅助时间的SCU有更好的行为结果。因此,这些发现为探索指明了额外的途径,即未来的研究需要关注SCU的要素,如可用的项目和人力资源数量,而不是仅关注SCU状态。©2000 John Wiley&;有限公司。
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引用次数: 14
Risk adjustment for high utilizers of public mental health care 公共精神卫生服务高利用率人群的风险调整
IF 1.6 4区 医学 Q4 HEALTH POLICY & SERVICES Pub Date : 2001-04-30 DOI: 10.1002/mhp.85
Kanika Kapur., Alexander S Young, Dennis Murata
<p><b>Background</b>: Publicly funded mental health systems are increasingly implementing managed care systems, such as capitation, to control costs. Capitated contracts may increase the risk for disenrollment or adverse outcomes among high cost clients with severe mental illness. Risk-adjusted payments to providers are likely to reduce providers' incentives to avoid or under-treat these people. However, most research has focused on Medicare and private populations, and risk adjustment for individuals who are publicly funded and severely mentally ill has received far less attention.</p><p><b>Aims of the Study</b>: Risk adjustment models for this population can be used to improve contracting for mental health care. Our objective is to develop risk adjustment models for individuals with severe mental illness and assess their performance in predicting future costs. We apply the risk adjustment model to predict costs for the first year of a pilot capitation program for the severely mentally ill that was not risk adjusted. We assess whether risk adjustment could have reduced disenrollment from this program.</p><p><b>Methods</b>: This analysis uses longitudinal administrative data from the County of Los Angeles Department of Mental Health for the fiscal years 1991 to 1994. The sample consists of 1956 clients who have high costs and are severely mentally ill. We estimate several modified two part models of 1993 cost that use 1992 client-based variables such as demographics, living conditions, diagnoses and mental health costs (for 1992 and 1991) to explain the variation in mental health and substance abuse costs.</p><p><b>Results</b>: We find that the model that incorporates demographic characteristics, diagnostic information and cost data from two previous years explains about 16 percent of the in-sample variation and 10 percent of the out-of-sample variation in costs. A model that excludes prior cost covariates explains only 5 percent of the variation in costs. Despite the relatively low predictive power, we find some evidence that the disenrollment from the pilot capitation initiative input have been reduced if risk adjustment had been used to set capitation rates.</p><p><b>Discussion</b>: The evidence suggests that even though risk adjustment techniques have room to improve, they are still likely to be useful for reducing risk selection in capitation programs. Blended payment schemes that combine risk adjustment with risk corridors or partial fee-for-service payments should be explored.</p><p><b>Implications for Health Care Provision, Use, and Policy</b>: Our results suggest that risk adjustment methods, as developed to data, do not have the requisite predictive power to be used as the sole approach to adjusting capitation rates. Risk adjustment is informative and useful; however, payments to providers should not be fully capitated, and may need to involve some degree of risk sharing between providers and public mental health agencies. A blended con
背景:公共资助的心理健康系统越来越多地实施管理式护理系统,如按人头付费,以控制成本。资本化合同可能会增加患有严重精神疾病的高成本客户的退出风险或不良后果。对提供者进行风险调整后的付款可能会降低提供者避免或低估这些人的动机。然而,大多数研究都集中在医疗保险和私人人群上,而对公共资助和严重精神病患者的风险调整关注度要低得多。研究目的:这一人群的风险调整模型可用于改善心理健康护理合同。我们的目标是为患有严重精神疾病的个人开发风险调整模型,并评估他们在预测未来成本方面的表现。我们应用风险调整模型来预测未经风险调整的严重精神病患者按人头计算试点项目第一年的成本。我们评估风险调整是否可以减少该计划的退出。方法:该分析使用了洛杉矶县精神卫生部1991至1994财政年度的纵向行政数据。样本包括1956名高成本和严重精神病患者。我们估计了1993年成本的几个修改的两部分模型,这些模型使用了1992年基于客户的变量,如人口统计、生活条件、诊断和心理健康成本(1992年和1991年)来解释心理健康和药物滥用成本的变化。结果:我们发现,该模型结合了前两年的人口统计特征、诊断信息和成本数据,解释了约16%的样本内成本变化和10%的样本外成本变化。排除先前成本协变量的模型只能解释5%的成本变化。尽管预测能力相对较低,但我们发现一些证据表明,如果使用风险调整来设定按人头付费率,从试点按人头付费倡议投入中退出的人数已经减少。讨论:有证据表明,即使风险调整技术还有改进的空间,它们仍然可能有助于减少按人头计算项目中的风险选择。应探索将风险调整与风险走廊或部分服务费支付相结合的混合支付方案。对医疗保健提供、使用和政策的影响:我们的研究结果表明,根据数据开发的风险调整方法不具备必要的预测能力,无法作为调整按人头付费率的唯一方法。风险调整具有信息性和实用性;然而,向提供者支付的费用不应完全按人头计算,可能需要在提供者和公共心理健康机构之间进行一定程度的风险分担。混合合同设计可以在不完全依赖风险调整模型准确性的情况下,通过纳入部分风险调整的按人头付费,进一步减少风险选择的动机。对进一步研究的启示:使用包含更好的再住院预测因素和更精确的临床信息的数据集估计的风险调整模型可能具有更高的预测能力。进一步的研究还应侧重于组合合同设计的效果。版权所有©2000 John Wiley&;有限公司。
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引用次数: 26
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Journal of Mental Health Policy and Economics
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