Risk-Adjustment Simulation: Plans May Have Incentives To Distort Mental Health And Substance Use Coverage.
Ontology highlight
ABSTRACT:
SUBMITTER: Montz E
PROVIDER: S-EPMC5027954 | biostudies-literature | 2016 Jun
REPOSITORIES: biostudies-literature
Publications
Risk-Adjustment Simulation: Plans May Have Incentives To Distort Mental Health And Substance Use Coverage.
Montz Ellen E Layton Tim T Busch Alisa B AB Ellis Randall P RP Rose Sherri S McGuire Thomas G TG
Health affairs (Project Hope) 20160601 6
Under the Affordable Care Act, the risk-adjustment program is designed to compensate health plans for enrolling people with poorer health status so that plans compete on cost and quality rather than the avoidance of high-cost individuals. This study examined health plan incentives to limit covered services for mental health and substance use disorders under the risk-adjustment system used in the health insurance Marketplaces. Through a simulation of the program on a population constructed to ref ...[more]
Similar Datasets
Project description:AimsTo estimate recent trends in cigarette use and health insurance coverage for United States adults with and without mental health and substance use disorders (MH/SUD).DesignEvent study analysis of smoking and insurance coverage trends among US adults with and without MH/SUD using 2008-19 public use data from the National Survey on Drug Use and Health, an annual, cross-sectional survey.SettingUSA.ParticipantsA nationally representative sample of non-institutionalized respondents aged 18-64 years (n = 448 762).MeasurementsOutcome variables were three measures of recent cigarette use and one measure of past-year health insurance coverage. We compared outcomes between people with and without MH/SUD (MH disorder: past-year mental illness, predicted from Kessler-6 and the World Health Organization-Disability Assessment Schedule impairment scale; SUD: met survey-based DSM-IV criteria for past-year alcohol, cannabis, cocaine or heroin use disorder) and over time.FindingsComparing pooled data from 2008 to 2009 and from 2018 to 2019, current smoking rates of adults with MH/SUD decreased from 37.9 to 27.9% while current smoking rates of adults without MH/SUD decreased from 21.4 to 16.3%, a significant difference in decrease of 4.9 percentage points (pts) [95% confidence interval (CI) = 3.3-6.6 pts]. Daily smoking followed similar patterns (difference in decrease of 3.9 pts (95% CI = 2.3-5.4 pts). Recent smoking abstinence rates for adults with MH/SUD increased from 7.4 to 10.9%, while recent smoking abstinence rates for adults without MH/SUD increased from 9.6 to 12.0%, a difference in increase of 1.0 pts (95% CI = -3.0 to 0.9 pts). In 2018-19, 11% of net reductions in current smoking, 12% of net reductions in daily smoking and 12% of net increases in recent smoking abstinence coincided with greater gains in insurance coverage for adults with MH/SUD compared to those without MH/SUD.ConclusionsImprovements in smoking and abstinence outcomes for US adults with mental health and substance use disorders appear to be associated with increases in health insurance coverage.
| S-EPMC11346593 | biostudies-literature
Project description:ObjectiveTo examine whether high-deductible health plans are related to patient complexity, health services use, and medical care costs among substance use treatment patients.Data source/study settingElectronic health record data from Kaiser Permanente Northern California; 2007-2011.Study designRetrospective analysis of electronic health record data of substance use treatment patients (N = 31,001). We examined relationship of patient demographics, health comorbidities, and services use and cost to deductible level: none, low ($1-$999), and high (?$1,000).MethodsDemographic, membership, diagnostic, and utilization data were merged with cost data. Utilization and costs were summarized into 6-month intervals. Generalized estimation methods for repeated measures with logistic, Poisson, and linear regression were used.Principal findingsSubstance use patients with deductible plans were younger and had less comorbidity than those without deductibles. Patients with high deductibles had lower emergency room and hospital use 12- to 6-month pretreatment, but rates became similar to other groups in the 6 months immediately prior to treatment; treatment costs were similar.ConclusionImmediately prior to entering treatment, substance use patients with and without high deductibles have similar patterns of health services utilization. We discuss implications for health policy and treatment, particularly in an era of health reform.
| S-EPMC5034209 | biostudies-literature
Project description:Individuals seeking substance use treatment who have one or more co-occurring mental health problems tend to have lower treatment engagement, higher rates of attrition, and poorer treatment outcomes. Readiness to change (RTC) is an integral construct in the recovery process, with higher RTC associated with improved treatment outcomes. However, the impact of psychiatric symptoms on RTC is not fully understood, especially among specialty subpopulations, such as military Veterans. Therefore, the aim of the present study was to examine the associations of mental health problems with RTC in a sample of Veterans initiating outpatient substance use treatment. The present sample was comprised of 278 Veterans (12% women, Mage?=?48.22, SD?=?14.06) who completed self-report intake measures assessing past month substance use frequency, substance-related consequences, symptoms of insomnia, depression, and anxiety, and importance and confidence to change one's substance use. Four separate canonical correlation analyses focusing on RTC alcohol, opioid, cannabis, and nicotine use were conducted. Veterans' inclusion in each analysis was not mutually exclusive. Results indicated that greater depression, anxiety, consequences, and frequency of alcohol use corresponded with greater importance to change alcohol use. Likewise, greater depression, anxiety, and insomnia symptoms along with frequency of use and consequences related to greater importance and confidence to change one's opioid use. In contrast, greater anxiety, depression, insomnia, and frequency of use were associated with less confidence in one's ability to change cannabis use. None of these variables were related to one's RTC nicotine use. Findings highlight the importance of assessing mental health problems at outset of substance use treatment, as they may be an indication of RTC and could be used as a catalyst to advance Veterans forward in the process of behavior change.
| S-EPMC6247812 | biostudies-literature
Project description:Screening for substance abuse and mental health in primary care can improve detection. One way to advance screening is for health plans to require it.We developed national estimates of the prevalence and type of mental and substance-use condition screening health plans require of primary care practitioners.In 1999 (N = 434, response rate = 92%) and 2003 (N = 368, response rate = 83%), we conducted a nationally representative health plan survey regarding alcohol, drug, and mental health services, including screening requirements.Health plans reported on screening requirements of their top three private insurance products. Products were categorized by type (HMO, POS, or PPO), behavioral health contracting arrangements, tax status, market area population, and region.We asked whether primary care practitioners are required to use a general health screening questionnaire (including mental health, alcohol, or drugs items) and/or a screening questionnaire focused on mental health, alcohol, or drug problems.By 2003, 34% of products had any behavioral health screening requirements. Although there was no increase from 1999 to 2003 in requirements for any kind of behavioral health screening, requirements for using a standard screening instrument declined for mental health but increased for alcohol and drug screening. PPOs showed the largest increase in prevalence of behavioral health screening requirements. Products contracting with managed behavioral health organizations were more likely to require screening.Most products do not require behavioral health screening in primary care. More screening could help to improve identification of behavioral health conditions, a first step towards effective treatment.
| S-EPMC2219728 | biostudies-other
Project description:Research on the behavioral health of military spouses/partners is essential, yet lacking. Data on 344 civilian spouses were drawn from a study of U.S. Army Reserve/National Guard soldier couples. This project characterizes civilian spouses' behavioral health symptoms. Regression analyses assessed the relationship between substance use and mental health symptoms. Overall, findings indicate civilian spouses had behavioral health impairments. Mental health, alcohol use, and tobacco use did not differ by soldiers' deployment history; illicit drug use and non-medical use of prescription drugs did at trend level. Support initiatives focusing on all military spouses, not just those of deployed soldiers, are needed.
| S-EPMC6914216 | biostudies-literature
Project description:Individuals with mental illness and substance use disorders smoke at elevated rates and tend to have greater difficulty quitting smoking as compared to the general population. Some believe that e-cigarettes may reduce harm associated with smoking, but little is known about e-cigarette use, perceptions, and motivations for their use among individuals with mental health and/or substance use disorders.Rates and correlates of e-cigarette use, perceptions, and sources of information about e-cigarettes among smokers seeking mental health and/or substance use services (N = 188) at the VA Connecticut Healthcare System were assessed via a brief survey. The Pearson ?(2) test of independence was used to compare veterans who currently used e-cigarettes with those who did not. Logistic regression was used to examine independent attitudinal differences controlling for potentially confounding variables.Participants were generally male (90%), Caucasian (54%), and older than 50 (69%), with high rates of at least one mental health condition (82%), at least one substance use disorder (73%), and comorbid mental health and substance use disorders (55%). A relatively high proportion of the sample (30.9%) used e-cigarettes. These participants, compared to those who did not use e-cigarettes, were more likely to have a mental health disorder and less likely to have a substance use disorder, started smoking later in life, spent less money on smoking, and were more likely to have tried to quit "cold turkey." Knowledge of e-cigarettes originated most often from TV, radio, or personal contacts. Respondents held generally positive perceptions and motivations regarding e-cigarette use (i.e., it is socially acceptable, may help reduce/quit smoking, less harmful to others). Despite positive attributions, rates of dual use of e-cigarettes and traditional cigarettes was high (86.2%), and very few people using e-cigarettes (6.9%) indicated that e-cigarettes actually helped them quit smoking, suggesting little related harm reduction.E-cigarettes are commonly used by smokers with mental health conditions and/or substance use disorders, a high-risk group that feels positive about e-cigarettes. However, positive regard of e-cigarettes did not appear to translate to ability to reduce or quit cigarette smoking. Safety and effectiveness research on e-cigarettes is urgently needed.
| S-EPMC4976394 | biostudies-literature
Project description:BackgroundCo-occurring mental health and substance use disorders (COD) are the norm rather than the exception. It is therefore critical that performance measures are developed to assess the quality of care for individuals with COD irrespective of whether they seek care in mental health systems or substance abuse systems or both.MethodsWe convened an expert panel and asked them to rate a series of structure, process, and outcomes measures for COD using a structured evaluation tool with domains for importance, usefulness, validity, and practicality.ResultsWe chose twelve measures that demonstrated promise for future pilot testing and refinement. The criteria that we applied to select these measures included: balance across structure, process, and outcome measures, quantitative ratings from the panelists, narrative comments from the panelists, and evidence the measure had been tested in a similar form elsewhere.ConclusionTo be successful performance measures need to be developed in such a way that they align with needs of administrators and providers. Policymakers need to work with all stakeholders to establish a concrete agenda for developing, piloting and implementing performance measures that include COD. Future research could begin to consider strategies that increase our ability to use administrative coding in mental health and substance use disorder systems to efficiently capture quality relevant clinical data.
| S-EPMC2770527 | biostudies-literature
Project description:Learning health systems use data to generate knowledge that informs clinical care, but few studies have evaluated how to leverage patient-reported mental health symptoms and substance use data to make patient-specific predictions. We developed a general Bayesian prediction algorithm that uses self-reported psychiatric symptoms and substance use within a population to predict future symptoms and substance use for individuals in that population. We validated our approach in 2444 participants from two clinical cohorts - the National Network of Depression Centers and the Johns Hopkins HIV Clinical Cohort - by predicting symptoms of depression, anxiety, and mania as well as alcohol, heroin, and cocaine use and comparing our predictions to observed symptoms and substance use. When we dichotomized mental health symptoms as moderate-severe vs. none-mild, individual predictions yielded areas under the ROC curve (AUCs) of 0.84 [95% confidence interval 0.80-0.88] and 0.85 [0.82-0.88] for symptoms of depression in the two cohorts, AUCs of 0.84 [0.79-0.88] and 0.85 [0.82-0.88] for symptoms of anxiety, and an AUC of 0.77 [0.72-0.82] for manic symptoms. Predictions of substance use yielded an AUC of 0.92 [0.88-0.97] for heroin use, 0.90 [0.82-0.97] for cocaine use, and 0.90 [0.88-092] for alcohol misuse. This rigorous, mathematically grounded approach could provide patient-specific predictions at the point of care. It can be applied to other psychiatric symptoms and substance use indicators, and is customizable to specific health systems. Such approaches can realize the potential of a learning health system to transform ever-increasing quantities of data into tangible guidance for patient care.
| S-EPMC8323478 | biostudies-literature
Project description:ObjectiveTo estimate the association between the implementation of parity in coverage for mental health and substance use disorder (MHSUD) services within the Medicaid program and MHSUD service use.Data sources/study settingWisconsin Medicaid enrollment and claims data from 2013 to 2015. In April 2014, Wisconsin Medicaid transitioned childless adult beneficiaries from coverage with limited MHSUD services to parity-consistent coverage. Preparity, they only had Medicaid coverage for MHSUD visits to psychiatrists and the emergency department, while parent beneficiaries had parity-consistent coverage.Study designThe study uses a difference-in-differences design to compare outcome changes for childless adult and parent beneficiaries.Data collection/extraction methodsWe identified 76, 569 childless adult and parent beneficiaries aged 18-64 who were continuously enrolled for the 2-year study period.Principal findingsIntroducing parity-consistent coverage within Medicaid was associated with increased utilization of Medicaid-reimbursed MHSUD services: outpatient, prescription medication, ED, and inpatient. Increased MHSUD outpatient visits were driven by increased visits to nonpsychiatrists.ConclusionsParity's effects on MHSUD service use have been studied in the context of private insurance, but its impact among Medicaid beneficiaries has not. Our findings suggest that parity implementation in Medicaid could increase access to effective MHSUD services in a high-need population.
| S-EPMC7376004 | biostudies-literature
Project description:BACKGROUND AND AIMS:Prior research has found bidirectional associations between psychotic experiences (PEs) and selected substance use disorders. We aimed to extend this research by examining the bidirectional association between PEs and various types of substance use (SU) and substance use disorders (SUDs), and the influence of antecedent mental disorders on these associations. DESIGN, SETTING, PARTICIPANTS AND MEASUREMENTS:We used data from the World Health Organization World Mental Health surveys. A total of 30?902 adult respondents across 18 countries were assessed for (a) six types of life-time PEs, (b) a range of types of SU and DSM-IV SUDs and (c) mental disorders using the Composite International Diagnostic Interview. Discrete-time survival analyses based on retrospective age-at-onset reports examined the bidirectional associations between PEs and SU/SUDs controlling for antecedent mental disorders. FINDINGS:After adjusting for demographics, comorbid SU/SUDs and antecedent mental disorders, those with prior alcohol use disorders [odds ratio (OR) = 1.6, 95% confidence interval (CI) = 1.2-2.0], extra-medical prescription drug use (OR = 1.5, 95% CI = 1.1-1.9), alcohol use (OR = 1.4, 95% CI = 1.1-1.7) and tobacco use (OR = 1.3, 95% CI = 1.0-1.8) had increased odds of subsequent first onset of PEs. In contrast, those with temporally prior PEs had increased odds of subsequent onset of tobacco use (OR = 1.5, 95% CI = 1.2-1.9), alcohol use (OR = 1.3, 95% CI = 1.1-1.6) or cannabis use (OR = 1.3, 95% CI = 1.0-1.5) as well as of all substance use disorders (ORs ranged between 1.4 and 1.5). There was a dose response relationship between both count and frequency of PEs and increased subsequent odds of selected SU/SUDs. CONCLUSIONS:Associations between psychotic experiences (PEs) and substance use/substance use disorders (SU/SUDs) are often bidirectional, but not all types of SU/SUDs are associated with PEs. These findings suggest that it is important to be aware of the presence of PEs within those with SUDs or at risk of SUDs, given the plausibility that they may each impact upon the other.
| S-EPMC5895500 | biostudies-literature