Case mix adjustment in hospital cost analysis: information theory revisited.

Abstract:

:Acute care hospitals have long been viewed as multi-product 'firms', a characteristic which has necessitated special adjustments for cost analyses of this sector. Output mix adjustment has generally had an ad hoc flavour, with service/facility proxies and patient mix variables often being used interchangeably. Where specific patient mix adjustment has been applied, methodologies have varied widely. In this paper a framework for viewing output standardization in cost analyses is offered. It is suggested that adjustment is necessary in two dimensions--activity mix and, within patient care activities, patient mix. Patient mix standardization may be accomplished through left-side (dependent variable) or right-side (independent variables) adjustment, and right-side efforts may, in turn, be classified according to diagnostic grouping/weighing combinations. A number of right-side patient mix standardization methods are reviewed briefly and one--using information theory to compute diagnostic complexities--is tested in a time series/cross section analysis of 87 British Columbia acute care hospitals over an eight-year period. Case mix complexity is found to vary within individual hospitals over time, and is confirmed as an important determinant of unit cost variation. The information theory approach is shown to generate intertemporally stable case complexity measures. Teaching activities are found to exert a strong indirect influence on inpatient unit costs.

journal_name

J Health Econ

authors

Barer ML

doi

10.1016/0167-6296(82)90021-2

subject

Has Abstract

pub_date

1982-05-01 00:00:00

pages

53-80

issue

1

eissn

0167-6296

issn

1879-1646

pii

0167-6296(82)90021-2

journal_volume

1

pub_type

杂志文章
  • The poverty-reducing effect of Medicaid.

    abstract::Medicaid provides health insurance for 54 million Americans. Using the Census Bureau's Supplemental Poverty Measure (which subtracts out-of-pocket medical expenses from family resources), we estimated the impact of eliminating Medicaid. In our counterfactual, Medicaid beneficiaries would become uninsured or gain other...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2013.06.005

    authors: Sommers BD,Oellerich D

    更新日期:2013-09-01 00:00:00

  • The sixth stool guaiac test: $47 million that never was.

    abstract::In a 1975 paper, Neuhauser and Lewicki analysed a colorectal cancer screening policy approved by the American Cancer Society. Their analysis yielded an incremental cost per case detected in excess of $47 million. This vivid demonstration of the impact of marginal analysis is frequently cited by health economists and i...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/0167-6296(90)90004-m

    authors: Brown K,Burrows C

    更新日期:1990-01-01 00:00:00

  • Hospital wage gradients within U.S. urban areas.

    abstract::Average wages from 2,275 general hospitals in metropolitan areas across the U.S. were used to test for a wage gradient descending from hospitals in the central city through those in urbanized and finally non-urbanized areas of each county-defined metropolitan area. Significant gradients were found in MSAs of all sizes...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/0167-6296(89)90005-2

    authors: Hendricks AM

    更新日期:1989-06-01 00:00:00

  • The effect of the National Kidney Registry on the kidney-exchange market.

    abstract::We assess the causal effect of the National Kidney Registry (NKR), the largest national kidney-exchange network in the U.S., on kidney-exchange outcomes. Analyzing a unique database hosted by the Scientific Registry of Transplant Recipients (SRTR) that contains information on all kidney donors, wait-listed candidates,...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2020.102301

    authors: Ghanbariamin R,Chung BW

    更新日期:2020-03-01 00:00:00

  • The spillover effects of Medicare managed care: Medicare Advantage and hospital utilization.

    abstract::More than a quarter of Medicare beneficiaries are enrolled in Medicare Advantage, which was created in large part to improve the efficiency of health care delivery by promoting competition among private managed care plans. This paper explores the spillover effects of the Medicare Advantage program on the traditional M...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2013.09.005

    authors: Baicker K,Chernew ME,Robbins JA

    更新日期:2013-12-01 00:00:00

  • Unions and hospitals: some unresolved issues.

    abstract::This article investigates the impact of unions on the wages of hospital workers. Our OLS findings agree with previous OLS studies--unions increase registered nurses' (RNs) wages by five percent and by about eight to ten percent for other hospital workers. By contrast, we find (after correcting for selectivity bias in ...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/0167-6296(82)90022-4

    authors: Adamache KW,Sloan FA

    更新日期:1982-05-01 00:00:00

  • The design of long term care insurance contracts.

    abstract::This paper studies the design of long term care (LTC) insurance contracts in the presence of ex post moral hazard. While this problem bears some similarity with the study of health insurance (Blomqvist, 1997) the significance of informal LTC affects the problem in several crucial ways. It introduces the potential crow...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2016.08.008

    authors: Cremer H,Lozachmeur JM,Pestieau P

    更新日期:2016-12-01 00:00:00

  • Competitive long-term health insurance.

    abstract::I study the interplay among competition, contractual commitment, income risk, and saving and borrowing in insuring consumers against both short-term healthcare expenses and longer-term changes in health status. Examining different combinations of firms' ability to commit to long-term contracts, consumers' access to cr...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2018.02.006

    authors: Wiseman T

    更新日期:2018-03-01 00:00:00

  • Do patients choose hospitals with high quality ratings? Empirical evidence from the market for angioplasty in the Netherlands.

    abstract::A necessary condition for competition to promote quality in hospital markets is that patients are sensitive to differences in hospital quality. In this paper we examine the relationship between hospital quality, as measured by publicly available quality ratings, and patient hospital choice for angioplasty using indivi...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2012.02.001

    authors: Varkevisser M,van der Geest SA,Schut FT

    更新日期:2012-03-01 00:00:00

  • The impact of legalized abortion on child health outcomes and abandonment. Evidence from Romania.

    abstract::We use household survey data and a unique census of institutionalized children to analyze the impact of abortion legalization in Romania. We exploit the lift of the abortion ban in December 1989, when communist dictator Ceausescu and his regime were removed from power, to understand its impact on children's health at ...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2011.08.004

    authors: Mitrut A,Wolff FC

    更新日期:2011-12-01 00:00:00

  • Managing genetic tests, surveillance, and preventive medicine under a public health insurance system.

    abstract::There is a prospect in the medium to long term future of substantial advancements in the understanding of the relationship between disease and genetics. We consider the implications of increased information from genetic tests about predisposition to diseases from the perspective of managing health care provision under...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2013.12.003

    authors: Filipova-Neumann L,Hoy M

    更新日期:2014-03-01 00:00:00

  • Mental health: market power and governance.

    abstract::This paper is concerned with the pricing behaviour of providers of residential care for people with mental health problems. Two aspects of pricing were considered. First, are there differences between providers' market power and their actual mark-up rates (e.g. due to differences in motivation)? Second, do the differe...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/s0167-6296(00)00040-0

    authors: Forder J

    更新日期:2000-11-01 00:00:00

  • A flexible two-part random effects model for correlated medical costs.

    abstract::In this paper, we propose a flexible "two-part" random effects model (Olsen and Schafer, 2001; Tooze et al., 2002) for correlated medical cost data. Typically, medical cost data are right-skewed, involve a substantial proportion of zero values, and may exhibit heteroscedasticity. In many cases, such data are also obta...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2009.11.010

    authors: Liu L,Strawderman RL,Cowen ME,Shih YC

    更新日期:2010-01-01 00:00:00

  • A problem with consumer surplus measures of the cost of practice variations.

    abstract::Estimates of the surplus loss due to physician practice variation measure the area under the 'shifted' demand curve. This method is valid only if the unshifted demand curve is derived form the distribution of true(ex post) values of care. If the unshifted demand curve does not reflect the true value of care, then the ...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/0167-6296(95)00005-3

    authors: Dranove D

    更新日期:1995-06-01 00:00:00

  • Behavioral impact of graduated driver licensing on teenage driving risk and exposure.

    abstract::Graduated driver licensing (GDL) is a critical policy tool for potentially improving teenage driving while reducing teen accident exposure. While previous studies demonstrated that GDL reduces teenage involvement in fatal crashes, much remains unanswered. We explore the mechanisms through which GDL influences accident...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2009.10.002

    authors: Karaca-Mandic P,Ridgeway G

    更新日期:2010-01-01 00:00:00

  • Price and welfare effects of a pharmaceutical substitution reform.

    abstract::The price effects of the Swedish pharmaceutical substitution reform are analyzed using data for a panel of all pharmaceutical product sold in Sweden in 1997-2007. The price reduction due to the reform was estimated to average 10% and was found to be significantly larger for brand-name pharmaceuticals than for generics...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2010.08.003

    authors: Granlund D

    更新日期:2010-12-01 00:00:00

  • The effects of beer taxes on physical child abuse.

    abstract::The purpose of this paper is to examine the effects of alcohol regulation on physical child abuse. Given the positive relationship between alcohol consumption and violence, and the negative relationship between consumption and price, the principal hypothesis to be tested is that an increase in the price of alcohol wil...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/s0167-6296(99)00025-9

    authors: Markowitz S,Grossman M

    更新日期:2000-03-01 00:00:00

  • Health dynamics shape life-cycle incomes.

    abstract::This paper empirically investigates the long-run effects of major health improvements on income growth in the United States. To isolate exogenous changes in health, the econometric model uses quasi-experimental variation in cardiovascular disease mortality across states over time. Based on data for the white populatio...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2020.102398

    authors: Kotschy R

    更新日期:2021-01-01 00:00:00

  • Is there empirical evidence for "Defensive Medicine"? A reassessment.

    abstract::Proponents of tort reform applied to medical malpractice argue for change partly on the premise that the threat of lawsuits has made medical care more costly. Using U.S. longitudinal data from the National Long-Term Care Survey merged with Medicare claims and other data for 1985-2000, this study assesses whether tort ...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2008.12.006

    authors: Sloan FA,Shadle JH

    更新日期:2009-03-01 00:00:00

  • Poverty, food insecurity, and nutritional outcomes in children and adults.

    abstract::Using data from the National Health and Nutrition Examination Survey, we examine the relationship between nutritional status, poverty, and food insecurity for household members of various ages. Our most striking result is that, while poverty is predictive of poor nutrition among preschool children, food insecurity doe...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2003.12.008

    authors: Bhattacharya J,Currie J,Haider S

    更新日期:2004-07-01 00:00:00

  • Excise tax avoidance: the case of state cigarette taxes.

    abstract::We conduct an applied welfare economics analysis of cigarette tax avoidance. We develop an extension of the standard formula for the optimal Pigouvian corrective tax to incorporate the possibility that consumers avoid the tax by making purchases in nearby lower tax jurisdictions. To provide a key parameter for our for...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2013.08.005

    authors: DeCicca P,Kenkel D,Liu F

    更新日期:2013-12-01 00:00:00

  • Slippery when wet: the effects of local alcohol access laws on highway safety.

    abstract::Using detailed panel data on local alcohol policy changes in Texas, this paper tests whether the effect of these changes on alcohol-related accidents depends on whether the policy change involves where the alcohol is consumed and the type of alcohol consumed. After controlling for both county and year fixed effects, w...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/s0167-6296(01)00103-5

    authors: Baughman R,Conlin M,Dickert-Conlin S,Pepper J

    更新日期:2001-11-01 00:00:00

  • Health consequences of easier access to alcohol: New Zealand evidence.

    abstract::We evaluate the health effects of a reduction in New Zealand's minimum legal purchase age for alcohol. Difference-in-differences (DD) estimates show a substantial increase in alcohol-related hospitalizations among those newly eligible to purchase liquor, around 24.6% (s.e.=5.5%) for males and 22% (s.e.=8.1%) for femal...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2013.02.006

    authors: Conover E,Scrimgeour D

    更新日期:2013-05-01 00:00:00

  • Medical costs in workers' compensation insurance.

    abstract::We examine whether patients covered by workers' compensation insurance, which covers the cost of medical care for injured workers without cost sharing and with relatively little oversight, are charged more for treatment or receive more services than patients covered by traditional insurance. Our findings indicate that...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/0167-6296(95)00020-8

    authors: Baker LC,Krueger AB

    更新日期:1995-12-01 00:00:00

  • Understanding heterogeneity in the effects of birth weight on adult cognition and wages.

    abstract::A large economics literature has shown long term impacts of birth weight on adult outcomes, including IQ and earnings that are often robust to sibling or twin fixed effects. We examine potential mechanisms underlying these effects by incorporating findings from the genetics and neuroscience literatures. We use a sampl...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2015.01.005

    authors: Justin Cook C,Fletcher JM

    更新日期:2015-05-01 00:00:00

  • Does health plan generosity enhance hospital market power?

    abstract::We test whether the generosity of employer-sponsored health insurance facilitates the exercise of market power by hospitals. We construct indices of health plan generosity and the price and volume of hospital services using data from Truven MarketScan for 601 counties from 2001 to 2007. We use variation in the industr...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2015.08.007

    authors: Baker LC,Bundorf MK,Kessler DP

    更新日期:2015-12-01 00:00:00

  • Catastrophic medical expenditure risk.

    abstract::We propose a measure of household exposure to particularly onerous medical expenses. The measure can be decomposed into the probability that medical expenditure exceeds a threshold, the loss due to predictably low consumption of other goods if it does and the further loss arising from the volatility of medical expense...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2016.01.004

    authors: Flores G,O'Donnell O

    更新日期:2016-03-01 00:00:00

  • Standard errors for the retransformation problem with heteroscedasticity.

    abstract::Economists often estimate models with a log-transformed dependent variable. The results from the log-transformed model are often retransformed back to the unlogged scale. Other studies have shown how to obtain consistent estimates on the original scale but have not provided variance equations for those estimates. In t...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/s0167-6296(00)00046-1

    authors: Ai C,Norton EC

    更新日期:2000-09-01 00:00:00

  • Competition, gatekeeping, and health care access.

    abstract::We study gatekeeping physicians' referrals of patients to specialty care. We derive theoretical results when competition in the physician market intensifies. First, due to competitive pressure, physicians refer patients to specialty care more often. Second, physicians earn more by treating patients themselves, so refe...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2014.11.005

    authors: Godager G,Iversen T,Ma CT

    更新日期:2015-01-01 00:00:00

  • The health effects of leaving school in a bad economy.

    abstract::This study investigates the lasting health effects of leaving school in a bad economy. Three empirical patterns motivate this study: Leaving school in a bad economy has persistent and negative career effects, career and health outcomes are correlated, and fluctuations in contemporaneous economic conditions affect heal...

    journal_title:Journal of health economics

    pub_type: 杂志文章

    doi:10.1016/j.jhealeco.2013.07.003

    authors: Maclean JC

    更新日期:2013-09-01 00:00:00