Beyond health plans: behavioral health disorders and quality of diabetes and asthma care for Medicaid beneficiaries

Type 2 Diabetes Health Care Outcomes for Patients with Alcohol Use Disorder Starting Addiction Treatment

BACKGROUND

Alcohol use disorder (AUD) is common and may complicate type 2 diabetes (T2DM) management. Little research has examined diabetes outcomes for people with T2DM and AUD, including during the window when patients start specialty addiction treatment.

OBJECTIVE

To examine diabetes-related health monitoring, clinical outcomes, and acute health care use among patients with T2DM and AUD newly accessing specialty addiction treatment.

DESIGN

This retrospective cohort study included electronic health record data from a large, integrated health care delivery system.

PATIENTS

Adults with T2DM and an index outpatient health care visit during 2016-2021 were included. Patients whose index visit was an initial AUD-related visit in specialty addiction treatment were in the AUD group. The comparison group had no AUD or addiction medicine visits.

MAIN MEASURES

Outcomes were diabetes-related health monitoring, achievement of treatment targets, complications, and acute health care use during the 12 months post-index visit.

KEY RESULTS

The study included 222,334 adults with T2DM, 1,998 with AUD. Relative to the comparison group, participants with AUD had elevated risk for hypoglycemia (adjusted risk ratio [aRR] = 2.14; 95% confidence interval [CI] = 1.49, 3.08), cardiovascular complications (aRR = 1.43; 95% CI = 1.34, 1.53), and neuropathy (aRR = 1.26; 95% CI = 1.14, 1.41), and were less likely to be non-smokers (aRR = 0.88; 95% CI = 0.86, 0.90), after adjusting for confounding factors. In adjusted models, the AUD versus comparison group had similar or higher rates of diabetes monitoring (e.g., any glycemic test, aRR = 1.19; 95% CI = 1.17, 1.22) and metabolic control (e.g., hemoglobin A1c < 8.0%, aRR = 1.14; 95% CI = 1.11, 1.18).

CONCLUSIONS

Patients with co-occurring T2DM and AUD in an integrated health care delivery system are vulnerable to diabetes complications that could be addressed during the early phase of specialty addiction treatment.

Effects of Maryland's Affordable Care Act Medicaid Health Home Waiver on Quality of Cardiovascular Care Among People with Serious Mental Illness

BACKGROUND

Nineteen US states and D.C. have used the Affordable Care Act Medicaid health home waiver to create behavioral health home (BHH) programs for Medicaid beneficiaries with serious mental illness (SMI). BHH programs integrate physical healthcare management and coordination into specialty mental health programs. No studies have evaluated the effects of a BHH program created through the Affordable Care Act waiver on cardiovascular care quality among people with SMI.

OBJECTIVE

To study the effects of Maryland's Medicaid health home waiver BHH program, implemented October 1, 2013, on quality of cardiovascular care among individuals with SMI.

DESIGN

Retrospective cohort analysis using Maryland Medicaid administrative claims data from July 1, 2010, to September 30, 2016. We used marginal structural modeling with inverse probability of treatment weighting to account for censoring and potential time-dependent confounding.

PARTICIPANTS

Maryland Medicaid beneficiaries with diabetes or cardiovascular disease (CVD) participating in psychiatric rehabilitation programs, the setting in which BHHs were implemented. To qualify for psychiatric rehabilitation programs, individuals must have SMI. The analytic sample included BHH and non-BHH participants, N = 2605 with diabetes and N = 1899 with CVD.

MAIN MEASURES

Healthcare Effectiveness Data and Information Set (HEDIS) measures of cardiovascular care quality including annual receipt of diabetic eye and foot exams; HbA1c, diabetic nephropathy, and cholesterol testing; and statin therapy receipt and adherence among individuals with diabetes, as well as HEDIS measures of annual receipt of cholesterol testing and statin therapy and adherence among individuals with CVD.

KEY RESULTS

Relative to non-enrollment, enrollment in Maryland's BHH program was associated with increased likelihood of eye exam receipt among individuals with SMI and co-morbid diabetes, but no changes in other care quality measures.

CONCLUSIONS

Additional financing, infrastructure, and implementation supports may be needed to realize the full potential of Maryland's BHH to improve cardiovascular care for people with SMI.

Behavioral health conditions and potentially preventable diabetes-related hospitalizations in the United States: Findings from a national sample of commercial claims data

Objective

To characterize the relationship between potentially preventable hospitalizations (PPHs) for diabetes and behavioral health conditions in commercially insured working-age persons with diabetes in the United States.

Research design and methods

We retrospectively analyzed medical and pharmacy claims from services rendered between 2011 and 2013 for 229,039 adults with diabetes. Diabetes PPHs were identified using the Agency for Healthcare Research and Quality’s Prevention Quality Indicators v6.0 logic. We used negative binomial-logit hurdle regression models to explore the adjusted relationships between diabetes PPHs and schizophrenia, bipolar, depression, anxiety, adjustment disorder, alcohol use disorder, and drug use disorder.

Results

A total of 4,521 diabetes PPHs were experienced by 3,246 of the persons in the sample. The 20.83% of persons with one or more behavioral health conditions experienced 43.62% (1,972/4,521; 95% CI 42.18%-45.07%) of all diabetes PPHs, and the 7.14% of persons with more than one diagnosed behavioral health condition experienced 24.77% (1,120/4,521; 95% CI 23.54%-26.05%) of all diabetes PPHs. After adjusting for sociodemographic and physical health covariates, patients with depression, schizophrenia, drug or alcohol use disorders, or multiple behavioral health conditions were at significantly increased risk of experiencing at least one diabetes PPH, while patients with depression, drug use disorder, or multiple behavioral health conditions were at significantly increased risk of experiencing recurring diabetes PPHs over time.

Conclusions

A number of behavioral health conditions are associated with diabetes PPHs, which are often preventable with timely, high-quality outpatient care. The results of this study will enable clinicians, payers, and policy-makers to better focus outpatient care interventions and resources within the population of persons with diabetes.

Quality of Diabetes Care for Individuals with Comorbid Chronic Psychotic Illness: A Sex-Based Analysis

BACKGROUND

Diabetes is common among individuals with chronic psychotic illness, yet they receive lower quality of diabetes care than those without psychosis. Men usually receive higher quality diabetes care than women, but whether this holds true in chronic psychotic illness populations is unknown. We aimed to determine whether quality of diabetes care differs between men and women with chronic psychotic illness.

METHODS

This population-based cohort study used Ontario health administrative data to compare women and men with comorbid chronic psychotic illness and diabetes mellitus (2011-2013). The primary outcome was adherence to diabetes monitoring guidelines, defined as ≥1 retinal exam, ≥4 hemoglobin A1c (HbA1c) tests, and ≥1 dyslipidemia test during a 2-year period. Logistic regression models compared women to men to generate adjusted odds ratios (aOR) and confidence intervals (95% CI), adjusting for potential confounding variables.

RESULTS

Women with chronic psychotic illness (n = 13,972) were slightly more likely to receive guideline-adherent diabetes monitoring than men (n = 12,287) (25.2% vs. 23.0%; aOR 1.20, 95% CI 1.10-1.30), including a greater likelihood of receiving ≥1 retinal exam (aOR 1.13, 95% CI 1.08-1.19) and ≥4 HbA1c tests (aOR 1.06, 95% CI 1.01-1.12). There was no difference in receipt of ≥1 dyslipidemia test (aOR 1.04, 95% CI 0.99-1.11).

CONCLUSIONS

Quality of diabetes monitoring is similarly poor in women and men with chronic psychotic illness, with women receiving only marginally more optimal monitoring than men. This differs from patterns in the general population, and could have implications when designing and implementing interventions to improve diabetes care in women and men with chronic psychotic illness.

'Big data' in mental health research: current status and emerging possibilities

PURPOSE

'Big data' are accumulating in a multitude of domains and offer novel opportunities for research. The role of these resources in mental health investigations remains relatively unexplored, although a number of datasets are in use and supporting a range of projects. We sought to review big data resources and their use in mental health research to characterise applications to date and consider directions for innovation in future.

METHODS

A narrative review.

RESULTS

Clear disparities were evident in geographic regions covered and in the disorders and interventions receiving most attention.

DISCUSSION

We discuss the strengths and weaknesses of the use of different types of data and the challenges of big data in general. Current research output from big data is still predominantly determined by the information and resources available and there is a need to reverse the situation so that big data platforms are more driven by the needs of clinical services and service users.

The spectrum of unhealthy drug use and quality of care for hypertension and diabetes: a longitudinal cohort study

OBJECTIVES

Although it is well known that addiction is associated with adverse medical consequences, the effects of the spectrum of unhealthy drug use (illicit drug or prescription misuse) on chronic conditions such as hypertension and diabetes are understudied. This study evaluated the associations between measures of drug use (ie, frequency, severity and type) and standard quality metrics for inadequate blood pressure (BP) and blood glucose (BG) control.

DESIGN

Longitudinal cohort study.

PARTICIPANTS

Adult primary care patients with unhealthy drug use and hypertension or diabetes.

SETTING

Urban hospital-based primary care practice.

MEASUREMENTS

Outcomes were (1) inadequate BP (systolic BP ≥ 140 or diastolic BP ≥ 90) and (2) inadequate BG (glycated haemoglobin ≥ 8%) control (Healthcare Effectiveness Data and Information Set criteria). Drug use was characterised by a primary independent variable, drug use frequency, and two secondary variables, severity of use and drug type. We fit separate regression models for each drug use measure and outcome.

RESULTS

Overall, 40% (65/164) of the sample with hypertension had inadequate BP control and 44% (24/54) of those with diabetes had inadequate BG control. More frequent drug use was not significantly associated with inadequate BP control (adjusted OR (AOR) 0.67; 95% CI 0.31 to 1.46, highest vs lowest tertile; AOR 0.72; 95% CI 0.36 to 1.41, middle vs lowest tertile) or BG control (AOR 0.27; 95% CI 0.07 to 1.10, highest vs lowest tertile; AOR 1.01; 95% CI 0.38 to 2.69, middle vs lowest tertile). Drug use severity was also not associated with BP or BG control. Cocaine use was associated with inadequate BG control compared to marijuana use (AOR 8.82; 95% CI1.86 to 41.90).

CONCLUSIONS

Among primary care patients with recent drug use and hypertension or diabetes, drug type was significantly associated with inadequate BG, but not BP control. Frequency and severity of use were not significant predictors of either outcome.

Frequent Emergency Department Visits and Hospitalizations Among Homeless People With Medicaid: Implications for Medicaid Expansion

OBJECTIVES

We examined factors associated with frequent hospitalizations and emergency department (ED) visits among Medicaid members who were homeless.

METHODS

We included 6494 Massachusetts Medicaid members who received services from a health care for the homeless program in 2010. We used negative binomial regression to examine variables associated with frequent utilization.

RESULTS

Approximately one third of the study population had at least 1 hospitalization and two thirds had 1 or more ED visits. More than 70% of hospitalizations and ED visits were incurred by only 12% and 21% of these members, respectively. Homeless individuals with co-occurring mental illness and substance use disorders were at greatest risk for frequent hospitalizations and ED visits (e.g., incidence rate ratios [IRRs] = 2.9-13.8 for hospitalizations). Individuals living on the streets also had significantly higher utilization (IRR = 1.5).

CONCLUSIONS

Despite having insurance coverage, homeless Medicaid members experienced frequent hospitalizations and ED visits. States could consider provisions under the Patient Protection and Affordable Care Act (e.g., Medicaid expansion and Health Homes) jointly with housing programs to meet the needs of homeless individuals, which may improve the quality and cost effectiveness of care.

Quality of medical care for persons with serious mental illness: A comprehensive review

OBJECTIVES

Prior studies suggest variation in the quality of medical care for somatic conditions such as cardiovascular disease and diabetes provided to persons with SMI, but to date no comprehensive review of the literature has been conducted. The goals of this review were to summarize the prior research on quality of medical care for the United States population with SMI; identify potential sources of variation in quality of care; and identify priorities for future research.

METHODS

Peer-reviewed studies were identified by searching four major research databases and subsequent reference searches of retrieved articles. All studies assessing quality of care for cardiovascular disease, diabetes, dyslipidemia, and HIV/AIDs among persons with schizophrenia and bipolar disorder published between January 2000 and December 2013 were included. Quality indicators and information about the study population and setting were abstracted by two trained reviewers.

RESULTS

Quality of medical care in the population with SMI varied by study population, time period, and setting. Rates of guideline-concordant care tended to be higher among veterans and lower among Medicaid beneficiaries. In many study samples with SMI, rates of guideline adherence were considerably lower than estimated rates for the overall US population.

CONCLUSIONS

Future research should identify and address modifiable provider, insurer, and delivery system factors that contribute to poor quality of medical care among persons with SMI and examine whether adherence to clinical guidelines leads to improved health and disability outcomes in this vulnerable group.

Preventable hospitalizations among adult Medicaid beneficiaries with concurrent substance use disorders

OBJECTIVE

We aim to examine the relationships between substance use disorders and preventable hospitalizations for Ambulatory Care Sensitive Conditions among adult Medicaid beneficiaries.

METHODS

Cross-sectional analysis using de-identified Medicaid claims data in 2012 from 177,568 beneficiaries in Missouri was conducted. Logistic regression models were estimated for the associations of substance use disorder status with Ambulatory Care Sensitive Conditions, demographics, chronic physical and mental illnesses. Zero-inflated negative binomial regressions assessed substance use disorders, hospitalization for Ambulatory Care Sensitive Conditions, and length of hospital stay for Ambulatory Care Sensitive Conditions adjusting for co-morbid physical illnesses, mental illnesses and demographics.

RESULTS

Over 12% of the sample had been diagnosed for substance use disorder. Beneficiaries with substance use disorder were more likely than Nonsubstance use disorder beneficiaries to have admissions for chronic conditions including short/long-term complications of diabetes, uncontrolled diabetes, hypertension, chronic obstructive pulmonary disease/asthma, but not for acute conditions. While substance use disorder beneficiaries were more likely than Nonsubstance use disorder beneficiaries to be hospitalized for any Ambulatory Care Sensitive Conditions; there were no statistical differences between the two groups in terms of length of hospital stays.

CONCLUSIONS

Substance use disorder is statistically associated with hospitalizations for most Ambulatory Care Sensitive Conditions but not with length of hospital stay for Ambulatory Care Sensitive Conditions, after adjusting for covariates. The significant associations between substance use disorder and Ambulatory Care Sensitive Condition admissions suggest unmet primary health care needs for substance use disorder beneficiaries and a need for integrated primary/behavioral healthcare.

Health care experiences when pain and substance use disorder coexist: "just because i'm an addict doesn't mean i don't have pain"

OBJECTIVE

To report the health care experiences of 34 individuals with coexisting substance use disorder (SUD) and chronic pain.

DESIGN

Narrative inquiry qualitative study of 90-minute interviews.

SETTING

Midwest metropolitan methadone clinic.

SUBJECTS

All individuals had SUD and were treated for SUD with methadone. They all self-identified as having pain longer than 6 months.

METHODS

This qualitative design allowed exploration of how participants made sense of events related to living with SUD and chronic pain. Narrative inquiry gives a consistent story from the participants' perspective, and researchers can perform additional analysis using the storyline. Thematic analysis occurred of their health care experiences.

RESULTS

Results revealed that participants 1) spoke about how they used deception to obtain opioids when their drug cravings were out of control; 2) were disturbed by health care providers having little understanding or ability to help them with their painful condition; 3) felt they wanted to abuse opioids again when receiving poor treatment by the health care team; 4) related what went well in their health care to help them maintain their sobriety; and 5) recommended improvements on health care interventions that included effective treatment of pain.

CONCLUSIONS

Coexisting chronic pain and SUD create unique health care needs by mutually activating and potentiating the other. There are very few comparable studies exploring the experiences of individuals when pain and SUD coexist. The health care team can better develop treatment plans and test interventions sensitive to their unique needs when they understand the experiences of this population.

Implementation of a Reverse Colocation Model: Lessons from Two Community Behavioral Health Agencies in Rural Pennsylvania

This qualitative study examined the implementation of a reverse colocation pilot program that sought to integrate medical care in two community behavioral health agencies. To accomplish this, each agency hired a registered nurse, provided training for its staff to function as wellness coaches, and implemented a web-based tool for tracking consumer outcomes. The findings from two rounds of stakeholder discussions and consumer focus groups suggested that agencies successfully trained their staffs in wellness coaching, integrated nurses into agency functions, developed integrated care planning processes, and increased awareness of wellness among staff and consumers. Similar to other complex interventions, the agencies experienced challenges including difficulty establishing new procedures and communication protocols, discomfort among staff in addressing physical health concerns, difficulty building collaborative relationships with primary care providers, and modest uptake of the web-based tool. The study offers insights into the practical aspects of integrating care and makes recommendations for future efforts.

Health care utilization patterns of homeless individuals in Boston: preparing for Medicaid expansion under the Affordable Care Act

OBJECTIVES

We studied 6494 Boston Health Care for the Homeless Program (BHCHP) patients to understand the disease burden and health care utilization patterns for a group of insured homeless individuals.

METHODS

We studied merged BHCHP data and MassHealth eligibility, claims, and encounter data from 2010. MassHealth claims and encounter data provided a comprehensive history of health care utilization and expenditures, as well as associated diagnoses, in both general medical and behavioral health services sectors and across a broad range of health care settings.

RESULTS

The burden of disease was high, with the majority of patients experiencing mental illness, substance use disorders, and a number of medical diseases. Hospitalization and emergency room use were frequent and total expenditures were 3.8 times the rate of an average Medicaid recipient.

CONCLUSIONS

The Affordable Care Act provides a framework for reforming the health care system to improve the coordination of care and outcomes for vulnerable populations. However, improved health care coverage alone may not be enough. Health care must be integrated with other resources to address the complex challenges presented by inadequate housing, hunger, and unsafe environments.

Unhealthy alcohol and illicit drug use are associated with decreased quality of HIV care

BACKGROUND

HIV-infected patients with substance use experience suboptimal health outcomes, possibly because of variations in care.

OBJECTIVES

To assess the association between substance use and the quality of HIV care (QOC) received.

RESEARCH DESIGN

Retrospective cohort study.

SUBJECTS

HIV-infected patients enrolled in the Veterans Aging Cohort Study.

MEASURES

We collected self-report substance use data and abstracted 9 HIV quality indicators (QIs) from medical records. Independent variables were unhealthy alcohol use (AUDIT-C score ≥4) and illicit drug use (self-report of stimulants, opioids, or injection drug use in past year). Main outcome was the percentage of QIs received, if eligible. We estimated associations between substance use and QOC using multivariable linear regression.

RESULTS

The majority of the 3410 patients were male (97.4%) and black (67.0%) with a mean age of 49.1 years (SD = 8.8). Overall, 25.8% reported unhealthy alcohol use, 22% illicit drug use, and participants received 81.5% (SD = 18.9) of QIs. The mean percentage of QIs received was lower for those with unhealthy alcohol use versus not (59.3% vs. 70.0%, P < 0.001) and those using illicit drugs vs. not (57.8% vs. 70.7%, P < 0.001). In multivariable models, unhealthy alcohol use (adjusted β -2.74; 95% confidence interval: -4.23 to -1.25) and illicit drug use (adjusted β -3.51; 95% CI: -4.99 to -2.02) remained inversely associated with the percentage of QIs received.

CONCLUSIONS

Although the overall QOC for these HIV-infected Veteran patients was high, gaps persist for those with unhealthy alcohol and illicit drug use. Interventions that address substance use in HIV-infected patients may improve the QOC received.

Mental comorbidity and quality of diabetes care under Medicaid: a 50-state analysis

BACKGROUND

Patients with comorbid medical and mental conditions are at risk for poor quality of care. With the anticipated expansion of Medicaid under health reform, it is particularly important to develop national estimates of the magnitude and correlates of quality deficits related to mental comorbidity among Medicaid enrollees.

METHODS

For all 657,628 fee-for-service Medicaid enrollees with diabetes during 2003 to 2004, the study compared Healthcare Effectiveness Data and Information Set (HEDIS) diabetes performance measures (hemoglobin A1C, eye examinations, low density lipoproteins screening, and treatment for nephropathy) and admissions for ambulatory care-sensitive conditions (ACSCs) between persons with and without mental comorbidity. Nested hierarchical models included individual, county, and state-level measures.

RESULTS

A total of 17.8% of the diabetic sample had a comorbid mental condition. In adjusted models, presence of a mental condition was associated with a 0.83 (0.82-0.85) odds of obtaining 2 or more HEDIS indicators, and a 1.32 (1.29-1.34) increase in odds of one or more ACSC hospitalization. Among those with diabetes and mental comorbidities, living in a county with a shortage of primary care physicians was associated with reduced performance on HEDIS measures; living in a state with higher Medicaid reimbursement fees and department of mental health expenses per client were associated both with higher quality on HEDIS measures and lower (better) rates of ACSC hospitalizations.

CONCLUSIONS

Among persons with diabetes treated in the Medicaid system, mental comorbidity is an important risk factor for both underuse and overuse of medical care. Modifiable county and state-level factors may mitigate these quality deficits.

Comparative performance of comorbidity indices in predicting health care-related behaviors and outcomes among Medicaid enrollees with type 2 diabetes

No single gold standard of comorbidity measure has been identified, and the performance of comorbidity indices vary according to the outcome of interest. The authors compared the Charlson Comorbidity Index, Elixhauser Index (EI), Chronic Disease Score (CDS), and Health-related Quality of Life Comorbidity Index (HRQL-CI) in predicting health care-related behaviors (physicians' concordance with diabetes care standards and patients' oral antidiabetic drug [OAD] adherence) and outcomes (health care utilization and expenditures) among Medicaid enrollees with type 2 diabetes. A total of 9832 diabetes patients who used OAD were identified using data from the MarketScan Medicaid database from 2003 to 2007. Predictive performance of the comorbidity index was assessed using multiple regression models controlling for patient demographics, diabetes severity, and baseline health care characteristics. Among the 4 indices, the CDS was best at predicting physician's concordance with care standards. The CDS and HRQL-CI mental index performed better than other indices as predictors of medication adherence. The EI was best at predicting health care utilization and expenditures. These results suggest that, for these low-income diabetes patients, the CDS and HRQL-CI mental index were relatively better risk-adjustment tools for health care-related behavior data evaluation and the EI was the first choice for health care utilization and expenditures data.

Chronic physical conditions in older adults with mental illness and/ or substance use disorders

OBJECTIVES

To examine the association between mental illness and chronic physical conditions in older adults and investigate whether co-occurring substance use disorders (SUDs) are associated with greater risk of chronic physical conditions beyond mental illness alone.

DESIGN

A retrospective cross-sectional study.

SETTING

Medicare and Medicaid programs in Massachusetts.

PARTICIPANTS

Massachusetts Medicare and Medicaid members aged 65 and older as of January 1, 2005 (N = 679,182).

MEASUREMENTS

Diagnoses recorded on Medicare and Medicaid claims were used to identify mental illness, SUDs, and 15 selected chronic physical conditions.

RESULTS

Community-dwelling older adults with mental illness or SUDs had higher adjusted risk for 14 of the 15 selected chronic physical conditions than those without these disorders; the only exception was eye diseases. Moreover, those with co-occurring SUDs and mental illness had the highest adjusted risk for 11 of these chronic conditions. For residents of long-term care facilities, mental illness and SUDs were only moderately associated with the risk of chronic physical conditions.

CONCLUSION

Community-dwelling older adults with mental illness or SUDs, particularly when they co-occurred, had substantially greater medical comorbidity than those without these disorders. For residents of long-term care facilities, the generally uniformly high medical comorbidity may have moderated this relationship, although their high prevalence of mental illness and SUDs signified greater healthcare needs. These findings strongly suggest the imminent need for integrating general medical care, mental health services, and addiction health services for older adults with mental illness or SUDs.

Adherence to guidelines for youths with diabetes mellitus

OBJECTIVE

To describe demographic and clinical characteristics associated with self-reported receipt of tests and measurements recommended by the American Diabetes Association (ADA) for children and youths with diabetes.

METHODS

The study included 1514 SEARCH for Diabetes in Youth study participants who completed a survey about diabetes care received. Quality-of-care measures were based on ADA guidelines for eye examinations and glycohemoglobin (hemoglobin A1c [HbA1c]), lipid level, microalbuminuria, and blood pressure measurements, and a composite variable of these 5 indicators was created. Multivariate logistic regression models were used to assess the association of selected demographic and clinical characteristics with the reported receipt of all recommended tests and measurements according to age and diabetes type subgroups.

RESULTS

Overall, 95% of the participants reported having their blood pressure checked at all or most visits, 88% had lipid levels measured, 83% had kidney function tested, 68% underwent HbA1c testing, and 66% underwent an eye examination, in accordance with ADA recommendations. Participants aged 18 years or older, particularly those with type 2 diabetes, tended to have fewer tests of all kinds performed. Age and family income emerged as important correlates of overall quality of care in multivariate models; older age and lower income were associated with not meeting guidelines.

CONCLUSIONS

Although there was relatively good adherence to ADA-recommended guidelines for most indicators, efforts are needed to improve rates of HbA1c testing and eye examinations, particularly among older youths.

The effect of incident cancer, depression and pulmonary disease exacerbations on type 2 diabetes control

INTRODUCTION

Little is known about how the development of a new chronic health condition affects management of existing chronic conditions over time. New conditions might worsen management of existing conditions because of competing demands or improve management of existing conditions because of increased engagement with heath care. We assessed the effect of incident stage 0, 1, 2 or 3 breast, colon or prostate cancer; incident depression; or an exacerbation of chronic pulmonary disease on control of type 2 diabetes (DM2).

METHODS

We conducted a longitudinal, historical cohort study within an integrated, not-for-profit HMO. Of a cohort of persons with diagnoses of DM2 between 1998 and 2008, 582, 2,959 and 2,332 developed incident cancer, depression or pulmonary disease exacerbation, respectively. We assessed change in hemoglobin A1c (A1c) as a function of the occurrence of the incident comorbidity in each subcohort for a period of 1 to 5 years after the occurrence of the incident comorbidity. Secondary outcomes were systolic blood pressure (SBP) and low density lipoprotein (LDL) levels. Multivariate linear regression was adjusted for demographics, morbidity level, BMI, numbers of primary and specialty visits, and continuity of primary care. Latent class analyses assessed post-comorbidity outcome trajectories. All time-varying covariates were calculated for a 24-month pre-diagnosis period and 0 to 24- and 24 to 60-month post-diagnosis periods.

RESULTS

For each condition, A1c did not change significantly from before to after the incident comorbidity. This was confirmed by latent class growth curve analyses that grouped patients by their A1c trajectories. SBP and LDL were also not significantly changed pre- and post-diagnosis of the incident comorbidities.

DISCUSSION

Although incident comorbidities inevitably will affect patients' and clinicians' care priorities, we did not observe changes in these particular outcomes. Additional investigation of interactions between diseases will inform changes in care that benefit complex patient populations.

Older adults' inpatient and emergency department utilization for ambulatory-care-sensitive conditions: relationship with alcohol consumption

OBJECTIVE

This study examined the relationship between drinking that exceeds guideline-recommended limits and acute-care utilization for ambulatory-care-sensitive conditions (ACSCs) by older Medicare beneficiaries.

METHOD

This secondary data analysis used the 2001-2006 Medicare Current Beneficiary Survey (unweighted n = 5,570 community dwelling, past-year drinkers, 65 years and older). Self-reported alcohol consumption (categorized as within guidelines, exceeding monthly but not daily limits, or heavy episodic) and covariates were used to predict ACSC hospitalization, emergency department visit not resulting in admission, and emergency department visit that did result in admission.

RESULTS

Heavy episodic drinking was significantly associated with higher likelihood of an ACSC emergency department visit not resulting in admission (adjusted odds ratio = 1.91, 95% CI: 1.11-3.30; p < .05). Drinking pattern was not significant for other ACSC measures.

DISCUSSION

Results partially support the hypothesis that excessive drinking may be related to ACSC acute-care utilization among older adults, suggesting increased risk of lower quality outpatient care.

Serious psychological distress and diabetes care among California adults

OBJECTIVE

To evaluate three aspects of diabetes care (foot checks, eye examinations, and hemoglobin A 1 C checks by a physician) among California adults with Type 2 diabetes and serious psychological distress (SPD).

METHOD

Data were from the population-based 2005 California Health Interview Survey. Estimates were that in 2005, 1,516,171 Californians (5.75% of all adults) had a physician-given diabetes diagnosis, and of those, 108,621 (7.16%) had co-morbid SPD.

RESULTS

Among Californians with Type 2 diabetes, SPD was associated with fewer physician foot checks (odds ratio = 0.56, 95% Confidence Interval = 0.32 to 0.97) but not with fewer eye examinations or hemoglobin A 1 C checks.

CONCLUSIONS

The findings highlight a specific area--foot complication evaluation and prevention--for improving the quality of diabetes care among adult Californians with Type 2 diabetes and SPD.

Investigating concordance in diabetes diagnosis between primary care charts (electronic medical records) and health administrative data: a retrospective cohort study

BACKGROUND

Electronic medical records contain valuable clinical information not readily available elsewhere. Accordingly, they hold important potential for contributing to and enhancing chronic disease registries with the goal of improving chronic disease management; however a standard for diagnoses of conditions such as diabetes remains to be developed. The purpose of this study was to establish a validated electronic medical record definition for diabetes.

METHODS

We constructed a retrospective cohort using health administrative data from the Institute for Clinical Evaluative Sciences Ontario Diabetes Database linked with electronic medical records from the Deliver Primary Healthcare Information Project using data from 1 April 2006-31 March 2008 (N = 19,443). We systematically examined eight definitions for diabetes diagnosis, both established and proposed.

RESULTS

The definition that identified the highest number of patients with diabetes (N = 2,180) while limiting to those with the highest probability of having diabetes was: individuals with ≥2 abnormal plasma glucose tests, or diabetes on the problem list, or insulin prescription, or ≥2 oral anti-diabetic agents, or HbA1c ≥6.5%. Compared to the Ontario Diabetes Database, this definition identified 13% more patients while maintaining good sensitivity (75%) and specificity (98%).

CONCLUSIONS

This study establishes the feasibility of developing an electronic medical record standard definition of diabetes and validates an algorithm for use in this context. While the algorithm may need to be tailored to fit available data in different electronic medical records, it contributes to the establishment of validated disease registries with the goal of enhancing research, and enabling quality improvement in clinical care and patient self-management.