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Biomedical subjects

David C Grabowski

Publications and source records attributed to David C Grabowski.

At least 19 recordsLinked to original sources

Moral hazard in nursing home use.

Nursing home expenditures are a rapidly growing share of national health care spending with the government functioning as the dominant payer of services. Public insurance for nursing home care is tightly targeted on income and assets, which imposes a major tax on savings; moreover, low state reimbursement for Medicaid patients has been shown to lower treatment quality, and bed supply constraints may deny access to needy individuals. However, expanding eligibility, increasing Medicaid reimbursement, or allowing more nursing home bed slots has the potential to induce more nursing home use, increasing the social costs of long-term care. A problem in evaluating this tradeoff is that we know remarkably little about the effects of government policy on nursing home utilization. We attempt to address this shortcoming using multiple waves of the National Long-Term Care Survey, matched to changing state Medicaid rules for nursing home care. We find consistent evidence of no effect of Medicaid policies on nursing home utilization, suggesting that demand for nursing home care is relatively inelastic with respect to public program generosity. From a policy perspective, this finding indicates that changes in overall Medicaid generosity will not have large effects on utilization.

Aged↗

Systemwide implications of the repeal of the national maximum speed limit.

The adoption of higher rural interstate speed limits may shift behaviors in ways that broadly affect motor vehicle safety. In particular, these laws may attract drivers from less safe rural noninterstate roadways, implying that any negative implications of higher speed limits for rural interstate fatalities may be attenuated by fewer rural noninterstate fatalities. We test for the reallocation of vehicle miles traveled and fatalities using 1982-2002 U.S. data spanning the relaxation and repeal of the national maximum speed limit (NMSL) across all drivers and specifically those younger and older drivers associated with higher fatality risks. Overall, we find that the repeal of the NMSL resulted in a 36-37% increase in fatalities on rural interstate highways. However, we found very little support for any decrease in rural noninterstate driving or fatalities following the adoption of higher speed limits on rural interstates.

Acceleration↗

Effect of educational level and minority status on nursing home choice after hospital discharge.

OBJECTIVES: The movement to publicly report data on provider quality to inform consumer choices is predicated on assumptions of equal access and knowledge. We examine the validity of this assumption by testing whether minority/less educated Medicare patients are at greater risk of being discharged from a hospital to the lowest-quality nursing homes in a geographic area. METHODS: We used the 2002 national Minimum Data Set to identify 62601 new Medicare admissions to nursing homes in 95 hospital service areas with at least 4 freestanding nursing homes and at least 50 African Americans aged 65 years or older with Medicare admissions to nursing homes. RESULTS: The probability of African Americans' being admitted to nursing homes in the lowest-quality quartile in the area was greater (relative risk [RR]=1.26; 95% confidence interval [CI]=1.0, 8.45) in comparison with Whites. Individuals without a high-school degree were also more likely to be admitted to a low-quality nursing home (RR=1.22; 95% CI=1.0, 1.46). CONCLUSIONS: African American and poorly educated patients enter the worst-quality nursing facilities. This finding raises concerns about the usefulness of the current public reporting model for certain consumers.

Black or African American↗

Factor substitution in nursing homes.

This paper studies factor substitution in one important sector: the nursing home industry. Specifically, we measure the extent to which nursing homes substitute materials for labor when labor becomes relatively more expensive. From a policy perspective, factor substitution in this market is important because materials-intensive methods of care are associated with greater risks of morbidity and mortality among nursing home residents. Studying longitudinal data from 1991 to 2000 on nearly every nursing home in the United States, we use the method of instrumental variables (IV) to address measurement error in nursing home wages. The results from the IV models yield evidence of factor substitution: higher nursing home wages are associated with greater use of psychoactive drugs and lower quality.

Cost Control↗

The effect of state medicaid case-mix payment on nursing home resident acuity.

OBJECTIVE: To examine the relationship between Medicaid case-mix payment and nursing home resident acuity. DATA SOURCES: Longitudinal Minimum Data Set (MDS) resident assessments from 1999 to 2002 and Online Survey Certification and Reporting (OSCAR) data from 1996 to 2002, for all freestanding nursing homes in the 48 contiguous U.S. states. STUDY DESIGN: We used a facility fixed-effects model to examine the effect of introducing state case-mix payment on changes in nursing home case-mix acuity. Facility acuity was measured by aggregating the nursing case-mix index (NCMI) from the MDS using the Resource Utilization Group (Version III) resident classification system, separately for new admits and long-stay residents, and by an OSCAR-derived index combining a range of activity of daily living dependencies and special treatment measures. DATA COLLECTION/EXTRACTION METHODS: We followed facilities over the study period to create a longitudinal data file based on the MDS and OSCAR, respectively, and linked facilities with longitudinal data on state case-mix payment policies for the same period. PRINCIPAL FINDINGS: Across three acuity measures and two data sources, we found that states shifting to case-mix payment increased nursing home acuity levels over the study period. Specifically, we observed a 2.5 percent increase in the average acuity of new admits and a 1.3 to 1.4 percent increase in the acuity of long-stay residents, following the introduction of case-mix payment. CONCLUSIONS: The adoption of case-mix payment increased access to care for higher acuity Medicaid residents.

Diagnosis-Related Groups↗

Graduated drivers license programs and rural teenage motor vehicle fatalities.

CONTEXT: Graduated drivers license (GDL) programs have been shown to reduce motor vehicle fatalities among 15- to 17-year-olds. However, the 20 most rural states have been the least likely to enact more stringent GDL policies. PURPOSE: Estimate the relationship of GDL programs and the number of traffic fatalities among 15- to 17-year-olds on rural interstate and noninterstate roadways. METHODS: Analysis of 1992-2002 Fatality Analysis Reporting System data and a compendium of state laws using a conditional negative binominal regression model with full fixed effects to control for unobservable differences across states and years. FINDINGS: Overall, GDL programs were associated with a 7.8% reduction in rural traffic fatalities among 15- to 17-year-olds. Virtually all of this reduction took place on noninterstate roadways. The most stringent GDL programs were associated with a nearly 22% reduction in this age group and were the only programs associated with reductions in fatalities among 15- to 17-year-old drivers. CONCLUSIONS: Rural states should consider enacting stringent GDL programs. Had the 19 of the 20 most rural states without such programs all adopted the most stringent GDL programs in 2002, the analysis suggests that 64 traffic deaths among 15- to 17-years-olds could have been prevented.

Accidents, Traffic↗

The cost-effectiveness of noninstitutional long-term care services: review and synthesis of the most recent evidence.

There has been significant expansion and change in the financing, coverage, and delivery of home- and community-based services during the past decade. This article reviews the cost-effectiveness of Medicaid waiver programs, consumer-directed care, capitated models that blend acute and long-term care services, and case management and subsidized community services for individuals with dementia. Generally, these new care models werefound to be associated with increased costs, but greater client and caregiver welfare. Depending on the specific features of the program, capitated care models and consumer-directed care were identified as potential mechanisms toward providing services more efficiently. Importantly, however, most recent evaluations have relied on potentially confounded research designs, which leaves open the question of whether the findings relate to the programs or biased selection across the treatment and comparison groups.

Community Health Services↗

The influence of Medicare home health payment incentives: does payer source matter?

During the late 1990s, the U.S. government instituted an interim payment system (IPS) to constrain Medicare home health care expenditures. Previous research has focused largely on the implications of the IPS for Medicare patients; this study broadens the analysis to consider patients with other payer sources. Using the National Home and Hospice Care Survey, we found similar effects of the IPS across payer types. Specifically, the IPS was associated with a decrease in care for the sickest patients, less agency assistance with activities of daily living, and shorter length of use. However, these changes did not translate into worse discharge outcomes.

Activities of Daily Living↗

The strength of graduated drivers license programs and fatalities among teen drivers and passengers.

OBJECTIVES: The purpose of this study is to investigate the effects of differentially stringent graduated drivers license programs on teen driver fatalities, day-time and night-time teen driver fatalities, fatalities of teen drivers with passengers present, and fatalities among teen passengers. METHODS: The study uses 1992-2002 data on motor vehicle fatalities among 15-17-year-old drivers from the Fatality Analysis Reporting System to identify the effects of "good", "fair", and "marginal" GDL programs based upon designations by the Insurance Institute for Highway Safety. Analysis is conducted using conditional negative binomial regressions with fixed effects. RESULTS: "Good" programs reduce total fatalities among young drivers by 19.4% (c.i. -33.0%, -5.9%). "Fair" programs reduce night-time young driver fatalities by 12.6% (c.i. -23.9%, -1.2%), but have no effect on day-time fatalities. "Marginal" programs had no statistically meaningful effect on driver fatalities. All three types of programs reduced teen passenger fatalities, but the effects of limitations on the number of passengers appear to have had only minimal effects in reducing fatalities among young drivers themselves. CONCLUSIONS: Stronger GDL programs are more effective than weaker programs in reducing teenage motor vehicle fatalities.

Accidents, Traffic↗

State motor vehicle laws and older drivers.

After teenage males, elderly individuals have the highest per capita motor vehicle fatality rate in the United States. Surprisingly, there has been only limited work examining the effect of state motor vehicle laws on older driver fatalities. This paper uses state-level data from the 1985-2000 Fatality Analysis Reporting System to examine the effects of changes in state laws dealing with license renewal, seatbelt use, speed limits, and driving while intoxicated on fatalities among drivers and others aged 65 and over. Negative binomial regressions are estimated using alternatively state and year fixed effects, or age and year fixed effects. In-person license renewal reduced fatalities among the oldest drivers, but vision tests, road tests and the length of the license renewal cycle generally did not. In terms of policies that apply to all drivers, seatbelt laws, particularly with primary enforcement, were generally the only policies that reduced older driver fatalities. These results are noteworthy because a number of policies that have been effective towards increasing younger driver safety are not relevant for older drivers, implying that policymakers must think broadly about using state laws to improve older driver safety.

Accidents, Traffic↗

Graduated driver licensing and teen traffic fatalities.

Over the last 8 years, nearly every state has introduced graduated driver licensing (GDL) for teens. These new licensing procedures require teen drivers to advance through distinct stages where they are subject to a variety of restrictions (e.g., adult supervision, daytime driving, passenger limits). In this study, we present evidence on whether these restrictions have been effective in reducing traffic fatalities among teens. These evaluations are based on state-by-year panel data from 1992 to 2002. We assess the reliability of our basic inferences in several ways including an examination of contemporaneous data for older cohorts who were not directly affected by these policies. Our results indicate that GDL regulations reduced traffic fatalities among 15-17-year-olds by at least 5.6%. We also find that the life-saving benefits of these regulations were plausibly related to their restrictiveness. And we find no evidence that these benefits were attenuated by an increase in fatality risks during the full-licensure period available to older teens.

Accidents, Traffic↗

Obesity and mortality in elderly nursing home residents.

BACKGROUND: The increasing prevalence of obese Americans over the last several decades has been well documented. A number of studies have analyzed the relationship of obesity and mortality in community-dwelling elderly persons, but little work has analyzed this issue within the institutionalized elderly population. METHODS: In an analysis of the 1996 Medical Expenditures Panel Study, we used logistic regression methods to examine the excess mortality associated with obesity, as defined by body mass index (BMI), over calendar year 1996 for existing and new nursing home residents. RESULTS: Across the total sample of existing and new residents, there was not a statistically significant difference in mortality for "obese" (BMI > 28 kg/m2) nursing home residents (odds ratio [OR] 0.89; 95% confidence interval [CI], 0.67-1.17) compared to the "normal" group, but obesity was associated with significantly less mortality among existing residents (OR 0.75; 95% CI, 0.57-0.98). For "thin" (BMI < 19 kg/m2) nursing home residents, there was significantly higher mortality among both current residents (OR 1.40; 95% CI, 1.11-1.77) and new admissions (OR 1.63; 95% CI, 1.17-2.28). For "very obese" (BMI > 35 kg/m2) individuals, there was a significantly higher mortality among new admissions (OR 1.75; 95% CI, 1.10-2.80), but not existing residents (OR 0.67; 95% CI, 0.38-1.15). These effects persisted for "very obese" individuals (BMI > 40 kg/m2). CONCLUSIONS: Very obese nursing home residents experience higher mortality early in their stay, but this association diminishes over time with some evidence suggesting that a higher BMI may be protective among long-stay residents.

Aged↗

Elderly licensure laws and motor vehicle fatalities.

CONTEXT: Little is known about how state-level driver licensure laws, such as in-person renewal, vision tests, road tests, and the frequency of license renewal relate to the older driver traffic fatality rate. OBJECTIVE: To determine whether state driver's license renewal policies are associated with the fatality rate among elderly drivers. DESIGN, SETTING, AND POPULATION: Retrospective, longitudinal study conducted January 1990 through December 2000 of all fatal crashes in the contiguous United States identified in the Fatality Analysis Reporting System, which involved either an older (ages 65-74 years, 75-84 years, and > or =85 years) or middle-aged (ages 25-64 years) driver. Two regression approaches were used to study the effect of state laws mandating in-person renewal, vision tests, road tests, and frequency of license renewal on driver fatalities, controlling for state-level factors including the number of licensed elderly drivers, primary and secondary seatbelt laws, maximum speed limit laws, blood alcohol level of 0.08, and administrative license revocation drinking and driving laws, per capita income, and unemployment rate. The first regression approach examined only elderly driver fatalities and the second approach examined daytime elderly driver fatalities and used daytime fatalities among middle-aged drivers as a general control for unobserved variation across states and over time. MAIN OUTCOME MEASURES: Older driver fatalities and older and middle-aged daytime driver fatalities. RESULTS: Among individuals aged 85 years or older, there were a total of 4605 driver fatalities and 4179 daytime driver fatalities during the study period. For this age cohort, after controlling for middle-aged daytime driver deaths, states with in-person license renewal were associated with a lower driver fatality rate (incident rate ratio [RR], 0.83; 95% confidence interval [CI], 0.72-0.96). This was the only policy related to older drivers that was significantly associated with a lower fatality risk across both regression models. Thus, state-mandated vision tests, road tests, more frequent license renewal, and in-person renewal (for individuals aged 65-74 years and 75-84 years) were not found to be independently associated with the fatality rate among older drivers in the 2 models. CONCLUSIONS: In-person license renewal was related to a significantly lower fatality rate among the oldest old drivers. More stringent state licensure policies such as vision tests, road tests, and more frequent license renewal cycles were not independently associated with additional benefits.

Accidents, Traffic↗

A longitudinal study of Medicaid payment, private-pay price and nursing home quality.

Quality of care problems have persisted for decades within U.S. nursing homes. A potential state-level policy towards addressing this concern is the level of Medicaid payment. However, a number of studies have found that an increase in Medicaid payment is associated with lower quality in the presence of certificate-of-need (CON) laws and bed construction moratorium regulations, which serve as barriers to entry within the nursing home industry. Instead of relying on potentially confounded cross-sectional comparisons, this study presents novel, panel-based evidence that incorporates aggregate private-pay price data. These estimates almost uniformly indicate that an increase in the Medicaid payment rate raises nursing home quality. When compared to the earlier literature, these new findings are attributed to changes over time in the market for nursing home care related to the growth in nursing home substitutes.

Financing, Personal↗

Nursing home staffing and quality under the nursing home reform act.

PURPOSE: We examine whether the Nursing Home Reform Act (NHRA) improved nursing home staffing and quality. DESIGN AND METHODS: Data from 5,092 nursing homes were linked across the 1987 Medicare/Medicaid Automated Certification System and the 1993 Online Survey, Certification and Reporting system. A dummy-year model was used to examine the effects of the NHRA on pressure ulcers, physical restraints, and urinary catheters, and a first-difference approach to fixed-effects regression analyses was used to estimate the effects of time-varying staffing on the quality of care. RESULTS: Overall, we found a significant increase in nursing home staffing levels from 1987 to 1993. Moreover, after controlling for other facility, resident, market, and state factors, there was a significant decrease in the proportion of residents with pressure ulcers, physical restraints, and urinary catheters following the implementation of the NHRA. Across all facilities, the increase in staffing was not directly related to the improvement in quality over the period of our study, but there was a positive relationship between registered nurse staffing and quality for facilities that were particularly deficient prior to the NHRA. IMPLICATIONS: Following the NHRA, quality improvements were found in nursing homes nationwide, and these results suggest that part of this improvement was due to the quality and staffing regulations within the NHRA.

Activities of Daily Living↗

The admission of blacks to high-deficiency nursing homes.

BACKGROUND: Although the presence of racial and ethnic disparities in nursing home care has been established, there is no work to date examining the relationship between race and government-cited nursing home deficiencies. Deficiencies are evaluations of poor quality made by state surveyors under the federal nursing home certification regulations. OBJECTIVE: The objective of this study was to examine whether blacks and other minority elders are disproportionately admitted to high-deficiency nursing homes. RESEARCH DESIGN: This observational study used a merged file containing individual-level data from the Nursing Home Component of the 1996 Medical Expenditures Panel Study (MEPS) and facility-level quality information from the Online Survey, Certification, and Reporting System. SUBJECTS: The subjects were a 1996 nationally representative sample of 2690 nursing home admissions from the MEPS. MEASURES: The key variables of interest were the race and ethnicity of newly admitted nursing home residents and the facility's count of government-assigned deficiency citations. RESULTS: Controlling for individual, facility, and market characteristics, blacks were disproportionately admitted to nursing homes with a higher number of deficiencies. In a model that controlled for resident and home characteristics, blacks were admitted to nursing homes that exceeded the mean state deficiency level by 1.32. CONCLUSIONS: Policymakers might wish to consider initiatives that provide better quality information to black nursing home consumers, and, to the extent that black consumers lack choice, provide greater resources and better oversight of facilities that care for predominantly black residents.

Aged↗

The relationship of Medicaid payment rates, bed constraint policies, and risk-adjusted pressure ulcers.

OBJECTIVE: To examine the effect of Medicaid reimbursement rates on nursing home quality in the presence of certificate-of-need (CON) and construction moratorium laws. DATA SOURCES/STUDY SETTING: A single cross-section of Medicaid certified nursing homes in 1999 (N = 13,736). STUDY DESIGN: A multivariate regression model was used to examine the effect of Medicaid payment rates and other explanatory variables on risk-adjusted pressure ulcer incidence. The model is alternatively considered for all U.S. nursing home markets, those most restrictive markets, and those high-Medicaid homes to isolate potentially resource-poor environments. DATA EXTRACTION METHODS: A merged data file was constructed with resident-level information from the Minimum Data Set, facility-level information from the On-Line, Survey, Certification, and Reporting (OSCAR) system and market- and state-level information from various published sources. PRINCIPAL FINDINGS: In the analysis of all U.S. markets, there was a positive relationship between the Medicaid payment rate and nursing home quality. The results from this analysis imply that a 10 percent increase in Medicaid payment was associated with a 1.5 percent decrease in the incidence of risk-adjusted pressure ulcers. However, there was a limited association between Medicaid payment rates and quality in the most restrictive markets. Finally, there was a strong relationship between Medicaid payment and quality in high-Medicaid homes providing strong evidence that the level of Medicaid payment is especially important within resource poor facilities. CONCLUSIONS: These findings provide support for the idea that increased Medicaid reimbursement may be an effective means toward improving nursing home quality, although CON and moratorium laws may mitigate this relationship.

Aged↗