Economic Analysis in Healthcare Epidemiology



Economic Analysis in Healthcare Epidemiology


Linda M. Mundy

Anucha Apisarnthanarak



Economic analysis requires technical skill and clinical expertise with results that contribute to fiscal accountability, programmatic support, policies, legislation, and ongoing resource allocation. Medical and technical advances in healthcare have occurred in parallel with rising healthcare expenditures and improved methods for economic analysis worldwide. In the United States (US), mandates for public reporting of healthcare-associated infections (HAIs) exist along with federally authorized expenditure of US$1.1 billion to conduct comparative effectiveness research of healthcare under Title VIII of the American Recovery and Reinvestment Act of 2009 (1). In the United Kingdom, the National Institute of Clinical Excellence has created several hundred guidance reports on clinical-effectiveness and cost-effectiveness in medical conditions and debate exists over how national targets contribute to improved infection control practice (23). From a global perspective, the World Health Organization is engaged in the promotion of healthcare epidemiology and relevant issues of economic analysis (4).

Attention to providing healthcare that satisfies both clinical and economic criteria exist, with stakeholder input from consumers, academicians, collaborative groups, and representatives from government and from industry. Healthcare insurers readily assess the type and the extent of service coverage, with contractual arrangements based on a variety of clinical and economic indicators with pay for performance strategies, incentives, and fundtransfer agreements over time. Policymakers influence public expenditures via mechanisms of healthcare coverage, patient safety, and allowable payments (5). Forecasts from the Office of the Actuary at the Centers for Medicare and Medicaid Services estimate healthcare expenditures of US$3,600 billion, almost 20% of the US gross domestic product, by year 2014. As federal oversight of affordable medical care continues to evolve in the United States, healthcare epidemiologists will have a key role in comparative effectiveness research and practice.

Healthcare epidemiology programs in infection control and occupational health have had unique sustainability challenges given that these programs do not generate direct revenue streams and have historically been challenged to prove their worth (6,7). Resources for the treatment and prevention of HAIs among patients and the provision of health and safety among healthcare personnel require careful revenue assessments that include averting untoward events and optimizing clinical and economic returns on investment (8,9,10 and 11,12). In recent years, the methods used to determine the costs of HAIs have been analyzed in detail, with particular emphasis focused on measures to estimate incremental costs (12). Most economic analyses in infection control have focused on hospital-based point of care and a paucity of data exists for infection control interventions across the continuum of care. Gaps in economic analysis of infection control and occupational health programs are especially evident in resource-limited settings (13,14 and 15).

From a historical perspective, two broad recommendations from the 1993 Panel on Cost-Effectiveness in Health and Medicine were that the economic analysis of healthcare studies should focus on cost-effective analysis (CEA), rather than cost-benefit analysis (CBA), and that decision making for resource allocations should be society based using reference case analysis (16). In traditional CBA, the effect is monetary rather than units of health outcome and the recommendation for the societal perspective aims for study investigators to incorporate all costs and health effects regardless of who incurs the costs and who obtains the effects. Integration of these broad recommendations into healthcare epidemiology research and practice is plausible as infection control and occupational health programs aim to provide a safe healthcare environment for patients, families, and employees. In the early 1970s, the Study on the Efficacy of Nosocomial Infection Control (SENIC) project confirmed that a 32% reduction in HAI among patients was associated with the presence of hospital-based infection control programs (17). In subsequent decades, the SENIC goals expanded to improve outcomes across the continuum of healthcare. Over the past decade, the number of economic analyses in healthcare epidemiology has increased, with attention now directed toward standardized methods for conducting economic analysis, improving mathematical models, and training infection control providers in economic methodologies (12). Of relevance, the inclusion of applied economic theory into practice, reports, and policies remains a core component and mission of healthcare epidemiologists’ education worldwide. This chapter provides an overview of economic analysis in healthcare epidemiology and is intended for healthcare epidemiologists,
professionals in infection control and occupational health, prevention specialists, and administrative staff. The goal is to describe how to incorporate economic methods into the design, execution, and evaluation of infection control and occupational health programs.


APPROACH TO ECONOMIC ANALYSIS IN INFECTION CONTROL AND OCCUPATONAL HEALTH PROGRAMS

The approach to considering an economic analysis in healthcare epidemiology can be structured into three broad categories: output and cost factors, principles of economic theory, and practical considerations.



  • Outputs and costs: In determining if and when to conduct an economic analysis, the comparative outputs (effects) and anticipated cost estimates need to be identified (6,7). The output, potential mediating factors, and costs of the existing (A) program can be compared to the output, mediating factors, and costs of one or more alternative (B) programs (Fig. 96-1). While the most effective program may also have the lowest cost (dominant scenario), it is not necessarily true that the lowest-cost option is the most cost-effective. Consideration must be given to the scenario whereby production of the most units of a given outcome may be impractical to implement, because it is so costly from a supply and demand perspective and it either diverts limited resources from other uses or requires more resources than are available. The cost estimate should include identification of cost factors, data entry methods, calculation of program costs, and determinants of cost saving. If the feasibility assessment of effects and costs are dominant for one program versus the other, it would be plausible to proceed with a simplified cost-minimization or cost-consequence analysis. If instead the feasibility assessment suggests differential effects and costs, the inclusion of an incremental CEA should be explored as an aid to the decision-making process. While the purpose of economic analysis in occupational health typically facilitates an investment in health and safety, the efficiency of this process means that the costs of doing a little more (the marginal cost) to enhance safety equal the benefits (18). Hence, the marginal returns in terms of health and welfare enhancements of the healthcare personnel result from risk reduction (18).






    FIGURE 96-1 A: Determining when to conduct a cost-effectiveness analysis for program A versus program B. B: Is more infection control a smart investment?


  • Principles of economic theory: Economic analysis within healthcare epidemiology is complex given the dynamic algorithms for resource allocation, revenue generation, expenditures, opportunity costs, and assessment of health outcomes in hospitals, alternative care sites, and home-based care. Economic analytical methods are based on a fundamental concept of efficient use of available resources which includes the economics of resource allocation and the efficiency in the use of these resources (19). Analytical difficulties include the estimation of a market price for the resources and the decisions related to allocation of limited resources among seemingly unlimited demands (19). Opportunity cost is relevant to economic evaluations in healthcare epidemiology and represents the value of the resource when it is dedicated in its next best use. Opportunity costs are expressed as the value of lost output if the resource is employed in an alternative productive process (19). Opportunity cost analysis is an important component of business decisions but is not equivalent to a line-item cost in a financial statement. The benefits from the next-best use in resource allocation may be smaller than those of the current use, indicating that the current use is best, or the benefits may be greater, in which case the alternative would be considered preferable (20). Opportunity costs are incorporated into the methodology of CEA.


  • Practical considerations: Three core questions have been identified as relevant for assessment of HAI (21): Why measure the cost? What outcome should be used to measure the cost? And what is the best method for making the selected cost measure? (21). First, the costs permit objective assessment of the allocated resources. Second, in hospital-based analysis, one cost measure is the number of bed-days saved valued in dollars (21). A health economist may further value bed-days saved as the next best alternative use or the economic opportunity value of the marginal healthcare resources released as a result of fewer HAI (21). Lastly, the selected cost measure is at risk for measurement bias that pertains
    to identification of the comparator group as well as time-dependent bias (21,22). After the decision to embark on a robust economic analysis has been made, the relationship between the resources involved in the output (outcome of interest) and the estimate of costs must be considered in more detail. The resources, or inputs, require a unit of measure such as health personnel hours or number of encounters, medical supplies, and diagnostic tests. Measuring this productive process in healthcare epidemiology is especially complicated because the patient is both an input and an output in the process (19). The relationship between inputs and outputs can be extrapolated from an applied understanding of production function (22). A production function focuses on analysis of the relationship between quantities of the input and quantities of output in which the details are often a “black box” (Fig. 96-2). Three major components of the evaluative method are input or resources, mediating factors, and outputs that are goods, services, or outcomes. The mediating factors may influence the relationship between the inputs and outputs involved in the production of health. The cost estimates are typically categorized as direct costs, in dollar expenditures, and indirect or intangible costs, which influence the outcome of interest. Based on supply and demand economics, differentiators within the model are due to efficiency, product choice, and product distribution. Efficiency involves the obtainment of maximum output from productive inputs. Product choice includes determining what goods and services should be produced to meet the demands, and product distribution involves who gets the products produced (19,23). For infection control and occupational health programs, different combinations of inputs can produce the same level of output. Hence, substitution analysis of inputs may identify cost saving and opportunity costs, and several analytical techniques exist for the economic analysis of healthcare programs and evidence-based medical care (24,25).






FIGURE 96-2 Production function. (Redrawn from Morris S, Devlin N, Parkin D. Economic analysis in health care. London, UK: John Wiley & Sons, 2007.)

Several specific issues should be clarified prior to the initiation of an economic analysis within an infection control and occupational health program, as detailed in the following:



  • Type of institution: As the site of an episode of healthcare becomes a continuum from the acute to alternative care settings, measurement of risks and resource allocations become more complicated for infection control or occupational health programs.



    • Acute care institution: Resource allocations for healthcare epidemiology programs are often determined by hospital size (licensed bed number). In general, infection control budgets include supplies, overhead, and the salaries of staff such as a part-time physician, nurse, secretary, and data programmer. Based on a program budget, outcomes and economic analysis contribute to justification of the return on investment, if not break-even point, for a healthcare epidemiology program (26,27).


    • Long-term care facilities: Over 1.5 million persons annually reside in US long-term care facilities and the estimated number of infection preventionists per nursing home is fourfold lower than the estimate for infection preventionists in hospital-based care (28). Guidelines exist for prevention and control of infections in long-term care, with endorsement to specifically reduce HAIs (29).


    • Home care and other alternative settings: The role of infection control in home care is often collapsed into the general responsibilities and resources available to nurses within the individual home care organization. Identified unmet needs for infection control in home care settings are the development of valid definitions for home care-acquired infection and practical methods of surveillance (30). Once established, estimates of incidence and risks can be determined in order to characterize effective interventions (30).


  • Endemic versus epidemic infection control strategies: As the majority of healthcare epidemiology efforts are dedicated to the control of endemic infections, rather than epidemic infections, resource allocations should parallel this distribution of activity. In infection control programs, CEA needs to distinguish between endemic and epidemic infection control strategies and aim to identify estimates of economic burden incurred from the societal perspective. The Centers for Disease Control and Prevention (CDC) recommend four key components for infection control programs targeted to control the spread of multidrug-resistant pathogens: surveillance, applied research, prevention and control strategies, and development or expansion of infrastructure (31). Infection control programs that target prevention and control of spread of multidrug-resistant pathogens should ideally take these components into consideration for CEA.



    • Surveillance: The degree of pathogen surveillance within a healthcare setting can range from none to that of intense specimen procurement, reporting, and evaluation during an epidemic. The surveillance plan may vary, contingent on the identified pathogen, intervention, and goals of the program. For healthcare systems dedicated to the prevention and control of the spread of multidrug-resistant microorganisms, the options for surveillance span from a threshold alert on clinical isolates to the use of a suppressed or routine passive surveillance system to the incorporation of more elaborate programs with formalized active surveillance.


    • Applied research: To adequately assess the impact of infection control programs by CEA, resource
      allocation is needed for integration of molecular epidemiology methods such as molecular diagnostics of clinical specimens, data programming, and analysis from one or more information systems.


    • Prevention and control strategies: The strategies employed in healthcare epidemiology and infection control programs are myriad. Such strategies may be categorized as environmental, educational, behavioral, and pharmacologic.


    • Development or expansion of existing infrastructure: Secure, dynamic infrastructure is crucial for an effective healthcare epidemiology or infection control program. The infection control specialists in large and small programs need access to administrative leadership, database management support, performance monitoring systems, and ongoing educational programs. As a program or hospital department, infection control programs are accountable for patients, healthcare workers, and the public health components of assigned environments. During times of accreditation, healthcare personnel are expected to report on performance and update policies and procedures for the Joint Commission, Health Care Financing Administration, and other federal and state regulatory agencies.


  • Interventions: Infection control interventions that are best as candidates for widespread implementation are those that are readily modifiable and feasible. Primary prevention interventions involve strategies to reduce risk factors or prevent exposure. Interventions in secondary prevention reduce the effects of the risk or exposure. Treatment interventions treat the insult resulting from the risk or exposure. In occupational health programs for healthcare personnel, the worksite provides an opportunity to promote and sustain healthy behaviors related to diet and exercise (32). Uptake of immunizations by intensive care unit personnel was associated with education and a committed occupational health team in at least one resource-limited setting (33).








TABLE 96-1 Five Types of Economic Analyses for Healthcare Interventions and Programs








































Measure(s)



Analysis (Type)


Cost


Outcome


Distinctions


Cost-minimization analysis (partial)


Monetary


Monetary


Focus on conditional, objective cost reduction within acceptable risk


Cost-consequence analysis (comparative)


Monetary


Monetary


Alternative outcome for which the components of incremental costs and consequences are calculated without aggregation into a CER


Cost-benefit analysis (comparative)


Monetary


Monetary


Monetary value to benefits (outcome)


Cost-effectiveness analysis-(comparative)


Monetary


Health unit


Net costs per outcome; cost saving incorporated into net cost with CER


Cost-utility analysis (comparative)


Monetary


Outcome equilavent across interventions such as QALY or DALY


Special type of cost-effectiveness analysis; interventions with differential outcomes can be compared


CER, cost-effectiveness ratio; QALY, quality-adjusted life year; DALY, disability-adjusted life year.



COMMON ECONOMIC ANALYTICAL METHODS

Economic analysis may be simple or complex. A simple analysis includes measure of the costs of an output (such as an infection) without a comparison group, similar to accounting (12). Five types of economic evaluations are commonly used in healthcare: analysis of cost minimization, cost consequence, cost-benefit, cost-effectiveness, and cost utility (18). In each of these analyses, there is the valuation of inputs (costs) and the distinctions are in how the effects (outcomes) are measured (Table 96-1). The first method is a partial economic analysis as it focuses solely on costs, while the latter four methods focus on costs, outcomes, and the incremental or additional costs or benefits of the intervention or program.



  • Cost-minimization analysis: A cost-minimization analysis includes the incremental costs of alternatives that achieve the same outcome. Competing interventions are the same, the only input is cost, and the aim is to decide the least costly way of achieving the same outcome. This simple cost analysis method entails a balance of risk and costs to optimize clinical operations (34).


  • Cost-consequence analysis: A cost-consequence analysis considers the incremental costs and effects that achieve the same outcome, without an attempt to aggregate the costs and effects (35).


  • Cost-benefit analysis: As an analytical tool, CBA estimates the net societal benefit of a program or intervention and is measured as the incremental benefit of the program minus the incremental cost, with all benefits and costs measured in dollars (16). The goals in using a CBA are to eliminate procedures when the cost outweighs the benefit and to facilitate or encourage implementation of the procedure when the benefit outweighs the cost (36). The methods include the estimates of costs and benefits and there is a clear decision rule to undertake an intervention if the monetary value of its benefits exceed
    its costs. The two major limitations of this method are determining the level at which the benefit is significant enough to implement the intervention and its lack of a societal perspective (36,37).



    • Estimations of cost: Estimations of cost for HAI require that the incremental costs associated with diagnosing and treating the infection be distinguished from the costs attributable to diagnosis and management of the primary medical problem. Incremental costs of HAI include costs allocated for laboratory, pharmacy, procedures, and additional hospital days. Haley et al. (38) reported in 1981 that approximately half of the additional costs of treating such infections were accounted for by extra days of hospital stay. Several methods for estimating costs by estimating incremental excess length of stay resulting from HAI have been identified: unmatched group comparison, matched group comparison, implicit physician assessment, and an appropriateness evaluation protocol method (39,40).

Jun 22, 2016 | Posted by in GENERAL & FAMILY MEDICINE | Comments Off on Economic Analysis in Healthcare Epidemiology

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