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The effects of a patient shortage on general practitioners' future income and list of patients.

The literature on physician-induced demand (PID) suffers from an inability to distinguish between the effect of better access and the effect of patient shortage. Data from the Norwegian capitation trial in general practice give us an opportunity to make this distinction and hence, study whether service provision by physicians is partly income-motivated. In the capitation trial, each general practitioner (GP) has a personal list of patients. The payment system is a mix of a capitation fee and a fee for service. The data set has information on patient shortage, i.e. a positive difference between a GP's preferred and actual list size, at the individual practice level. From a model of a GP's optimal choice we derive the GP's optimal practice profile contingent on whether the GP experiences a shortage of patients or not. To what extent GPs, who experience a shortage, will undertake measures to attract patients or embark on a service-intensive practice style depends on the costs of the various measures relative to their expected benefit. The model classifies GPs into five types. In the empirical analysis a panel of GPs is followed for 5 years. Hence, transitory effects should have been exhausted. We show that GPs who experience a shortage of patients have a higher income per listed person than their unrationed colleagues.

Family Practice↗

On the possibility of a bridge between CBA and CEA: comments on a paper by Dolan and Edlin.

In a recent work by Dolan and Edlin, it is concluded that no link can be established between cost-benefit analysis (CBA) and cost-effectiveness analysis (CEA). However, the conclusion seems to depend rather heavily on what is understood by a link between CBA and CEA as well as on the exact meaning of the latter two terms. We argue that there is at least one approach to CBA and CEA in which the two are very intimately linked. On the other hand, the limitations in the access to preference information has consequences for the kind of questions that can be meaningfully addressed in both CBA and CEA.

Attitude to Health↗

An economic analysis of adult obesity: results from the Behavioral Risk Factor Surveillance System.

This paper examines the factors that may be responsible for the 50% increase in the number of obese adults in the US since the late 1970s. We employ the 1984-1999 Behavioral Risk Factor Surveillance System, augmented with state level measures pertaining to the per capita number of fast-food and full-service restaurants, the prices of a meal in each type of restaurant, food consumed at home, cigarettes, and alcohol, and clean indoor air laws. Our main results are that these variables have the expected effects on obesity and explain a substantial amount of its trend.

Adult↗

Too much ado about two-part models and transformation? Comparing methods of modeling Medicare expenditures.

Many methods for modeling skewed health care cost and use data have been suggested in the literature. This paper compares the performance of eight alternative estimators, including OLS and GLM estimators and one- and two-part models, in predicting Medicare costs. It finds that four of the alternatives produce very similar results in practice. It then suggests an efficient method for researchers to use when selecting estimators of health care costs.

Activities of Daily Living↗

An economic analysis of life expectancy by gender with application to the United States.

This paper presents an economic model to explain the behavior of life expectancy of both sexes. It explicitly examines the relationship between the gender gap in life expectancy and the gender gap in pay. It shows that as the latter narrows over the course of economic development, the former may initially expand but will eventually shrink. Simulation results from our model accord with the behavior of life expectancy for both sexes since the 1940s in the United States.

Female↗

A new and more robust test of QALYs.

Previous empirical tests of quality-adjusted life-years (QALYs), the most widely used outcome measure in economic evaluations of health care, generally yielded negative results. These tests were, however, for the most part based on expected utility, which is now widely acknowledged to be descriptively inaccurate. The observed violations might, therefore, have been caused by violations of expected utility. We performed a new test of QALYs, which is valid under expected utility and under the two most influential non-expected utility theories, rank-dependent utility and prospect theory, and found considerable support for the QALY model. Our findings suggest that QALYs may be valid if nonexpected utility formulas are used to compute health state utilities.

Choice Behavior↗

Adjusting to changes in health: implications for cost-effectiveness analysis.

This article introduces a model in which individuals incur adjustment costs associated with adaptations made following changes in their health. With adjustment costs, patients' preferences for health states depend on their initial health in such a way that improvements have lower values than corresponding deteriorations. Improvement and deterioration must therefore be treated asymmetrically in CEA. The inclusion of adjustment costs also has other consequences. It produces a more stringent CEA criterion, and may affect the relative rankings of interventions. In addition, when health is multi-dimensional, and adjustment costs are incorporated, we show that a consensus on even ordinal rankings of health states becomes impossible.

Adaptation, Psychological↗

Anti-social welfare functions: a reply to Hansen et al.

We could reasonably expect society to give at least the same weight to the marginal utility of the poor as to the rich, and to the marginal utility of the ill as compared to the healthy. Whilst Hansen et al. [Journal of Health Economics (2004)], may be said to link CEA and CBA within a welfarist framework, the assumptions they require are inconsistent with these types of ethical preferences. Thus, the degree to which they employ a reasonable social welfare function is doubtful. This paper argues that any link between CEA and CBA will occur not within a welfarist framework but instead within a non-welfarist one in which it is unlikely that CBA results could be easily transformed into cost-effectiveness ratios.

Attitude to Health↗

Socio-economic status, health and lifestyle.

The role of lifestyle in mediating the relationship between socio-economic characteristics and health has been discussed extensively in the epidemiological and economic literatures. Previous analyses have not considered a formal framework incorporating unobservable heterogeneity. In this paper, we develop a simple economic model in which health is determined (partially) by lifestyle, which depends on preferences, budget and time constraints and unobservable characteristics. We estimate a recursive empirical specification consisting of a health production function and reduced forms for the lifestyle equations using Maximum Simulated Likelihood (MSL) for a multivariate probit (MVP) model with discrete indicators of lifestyle choices and self-assessed health (SAH) on British panel data from the 1984 and 1991 Health and Lifestyle Survey (HALS). We find that sleeping well, exercising, and not smoking in 1984 have dramatic positive effects on the probability of reporting excellent or good SAH in 1991, and that these effects are much larger having accounted for endogeneity. The failure of epidemiological analyses to account for unobserved heterogeneity can explain their low estimates of the relevance of lifestyle in the socio-economic status-health relationship. Indicators for prudent alcohol consumption and eating breakfast in 1984 are not found to be statistically significant determinants of SAH in 1991.

Choice Behavior↗

The effect of HMOs on fee-for-service health care expenditures: evidence from Medicare revisited.

This paper implements a new method for calculating the extent of selection in the aged Medicare HMO market. Selection is measured as the difference in average costs between new Medicare HMO enrollees and Medicare fee-for-service stayers with data from 1990 to 1994. Results suggest Medicare HMO enrollees were 1030 US dollars cheaper in their first year of enrollment. The effect is found entirely in Part A (hospital) expenditures, confirming selection is based on inpatient rather than outpatient or preventive care. These results are consistent with previous work.

Aged↗

How is mortality affected by money, marriage, and stress?

It is believed that the length of a person's life depends on a mixture of economic and social factors. Yet the relative importance of these is still debated. We provide recent British evidence that marriage has a strong positive effect on longevity. Economics matters less. After controlling for health at the start of the 1990s, we cannot find reliable evidence that income affects the probability of death in the subsequent decade. Although marriage keeps people alive, it does not appear to work through a reduction of stress levels. Greater levels of psychological distress (as measured by General Health Questionnaire (GHQ) stress scores) cannot explain why unmarried people die younger. For women, however, we do find that mental strain itself is dangerous. High GHQ stress scores help to predict the probability of an early death.

Adult↗

Provider-client interactions and quantity of health care use.

This paper considers three types of provider-client interactions that influence quantity of health care use: rationing, effort, and persuasion. By rationing, we refer to a quantity limit set by a provider; effort, the productive inputs supplied by a provider to increase a client's demand; persuasion, the unproductive inputs used by a provider to induce a client's demand. We construct a theoretical model incorporating all three mechanisms as special cases. When the general model is specialized into one of three mechanisms, a set of empirical implications emerges. We test for the presence of each mechanism using data of patients receiving outpatient treatment for alcohol abuse in the Maine Addiction Treatment System. We find evidence for rationing and persuasion, but not effort.

Adult↗

Hospital price regulation and expenditure cap policy.

In several European countries, governments have chosen to put a global budget cap on health care expenditure. This paper analyzes the strategies of the providers facing this policy and evaluates its effects on provider and patient surplus. We consider this policy when it is applied to local monopoly hospitals and when it is applied to hospitals playing as Cournot competitors. Using a two-stage model to characterize the optimal expenditure cap policy taking the hospitals' optimal responses as given, we prove that this policy induces a level of welfare lower than the first-best outcome. However, we show that a second-best outcome may be achieved under this policy when the number of hospitals becomes large.

Benchmarking↗

A stated preference approach to assessing health care-quality improvements in Palestine: from theoretical validity to policy implications.

User fees have been promoted as a potential complementary funding mechanism for health care in developing countries. In this paper, we appraise the use of contingent valuation (CV) as a tool to help develop user fees schemes that could be used to assist in allocating, and partially fund, health care. A random sample of 499 patients seeking care in primary health care centers, in Palestine, were asked to reveal their willingness to pay values for specified improvements in the quality of delivered medical care. Empirical analysis suggests that, in this context, CV can lead to internally consistent results and useful policy implications.

Adult↗

Air pollution, health, and socio-economic status: the effect of outdoor air quality on childhood asthma.

This paper estimates the effect of air pollution on child hospitalizations for asthma using naturally occurring seasonal variations in pollution within zip codes. Of the pollutants considered, carbon monoxide (CO) has a significant effect on asthma for children ages 1-18: if 1998 pollution levels were at their 1992 levels, there would be a 5-14% increase in asthma admissions. Also, households respond to information about pollution with avoidance behavior, suggesting it is important to account for these endogenous responses when measuring the effect of pollution on health. Finally, the effect of pollution is greater for children of lower socio-economic status (SES), indicating that pollution is one potential mechanism by which SES affects health.

Adolescent↗

The effect of premiums on the decision to participate in health insurance and other fringe benefits offered by the employer: evidence from a real-world experiment.

In this paper, we investigate the effect of the out-of-pocket premium on the decision to enroll in employer health insurance and other benefits plans including dental insurance, vision care, long-term care insurance, and wellness benefits. Previous estimates of the effects of premium on takeup of health insurance could be biased toward zero due to a correlation between premium and unobservable demand or plan quality. We solve this problem using data representing hypothetical choices by employees under three different price regimes, providing price variation uncorrelated with either individual-specific or plan-specific unobservables. We find that workers are insensitive to price in health insurance takeup. Workers show much greater price sensitivity to decisions about dental insurance, vision plans, long-term care insurance, and wellness benefits. We conclude that premium subsidies are unlikely to have a substantial impact on increasing insurance rates of workers already offered employer insurance.

Decision Making↗

Multitasking and mixed systems for provider payment.

The problem of multitasking refers to the challenge of designing incentives to motivate appropriate effort across multiple tasks when the desired outcomes for some tasks are more difficult to measure than others. Multitasking is pervasive in health care. I use a simple model to show that the problem of multitasking further strengthens conventional arguments for mixed payment systems such as partial capitation. When pay-for-performance metrics are imperfect for rewarding service-specific quality efforts, using mixed payment helps to balance incentives for quality effort across services.

Models, Econometric↗

Information asymmetry, insurance, and the decision to hospitalize.

We analyze the problem of second-best optimal health insurance in the context of a model in which patients and doctors must decide not only on an aggregate quantity of health services to use in treating various kinds of illness, but also have a choice between different kinds of providers (in particular, outpatient services rendered by primary-care physicians or inpatient services provided by hospital-based specialists). We consider well-informed patients' choices of provider when they have conventional insurance so they only pay part of the cost of their health services, as well as the equilibrium strategies of doctors and patients when there is patient-provider asymmetry; in the latter case we also analyze a managed-care insurance setup under which doctors are paid by capitation. We find that under certain plausible conditions, second-best optimal managed-care plans with supply-side incentives dominate second-best optimal conventional plans that rely on cost control through demand-side cost sharing.

Decision Making↗