Abstract
The incidence and costs of critical illness are increasing in the United States at a time when there is a focus both on limiting the rising costs of healthcare and improving the quality of end-of-life care. More than 25% of healthcare costs are spent in the last year of life, and approximately 20% of deaths occur in the intensive care unit (ICU). Consequently, there has been speculation that end-of-life care in the ICU represents an important target for cost savings. It is unclear whether efforts to improve end-of-life care in the ICU could significantly reduce healthcare costs. Here, we summarize recent studies suggesting that important opportunities may exist to improve quality and reduce costs through two mechanisms: advance care planning for patients with life-limiting illness and use of time-limited trials of ICU care for critically ill patients. The goal of these approaches is to ensure patients receive the intensity of care that they would choose at the end of life, given the opportunity to make an informed decision. Although these mechanisms hold promise for increasing quality and reducing costs, there are few clearly described, effective methods to implement these mechanisms in routine clinical practice. We believe basic science in communication and decision making, implementation research, and demonstration projects are critically important if we are to translate these approaches into practice and, in so doing, provide high-quality and patient-centered care while limiting rising healthcare costs.
As a result of our aging population, as well as advances in the effectiveness and availability of critical care, the incidence, prevalence, and costs of critical illness in the United States have increased dramatically (1, 2). Intensive care unit (ICU) beds account for approximately 10% of hospital beds and 20% of all healthcare costs (2). In addition, nearly 25% of our healthcare resources are spent on the 6% of people who die in a given year (3–5). Because approximately 20% of deaths in the United States occur during or shortly after a stay in the ICU, critical care represents an important and expensive setting for end-of-life care (3, 6). Consequently, ICU-based end-of-life care presents an attractive target for reducing healthcare costs.
When considering ways to reduce expenditures for end-of-life care in the ICU, two questions arise: (1) are there patients currently dying in the ICU who, given the opportunity to make informed choices, would have preferred end-of-life care that did not involve ICU admission? and (2) for those who die in the ICU, might a focus on improving palliative care earlier in the ICU stay increase quality while reducing costs? Four decades of research on end-of-life care suggests that people who are dying often spend their final days with a significant burden of pain and other symptoms and that many receive care they would not choose (7, 8). Communication among clinicians, patients, and their families about the goals of care are infrequent, often occurring late in the course of illness (9, 10). Furthermore, studies of ICU clinicians suggest that a substantial proportion of ICU care is more resource intensive than warranted and is therefore considered “inappropriate.” (11) This has caused speculation that resources are being “wasted” on end-of-life care in the ICU (12).
Despite these sobering statistics, and the apparently common-sense suggestion that reducing end-of-life care in the ICU will reduce healthcare costs, Luce and Rubenfeld have argued persuasively that, despite the importance of improving end-of-life care in the ICU, significant cost savings will not be achieved by focusing on reducing ineffective ICU care at the end of life (13). This argument is based on four important considerations. First, the most expensive patients are often those who have long ICU stays and an intermediate risk of death at ICU admission. For these individuals, it is difficult to predict the outcome of ICU care. Second, although the most extreme “cost-ineffective” critical care is provided to patients who have a very low likelihood of survival, oftentimes they (or their surrogates) believe that life should be prolonged at all costs despite small chance for success. This represents a small number of patients, and stopping this care is often difficult, requiring overriding strongly held patient or family preferences. Third, shortening stays in the ICU may not reduce costs as much as expected, because a large proportion of ICU costs are fixed, such as capital expenditures and building maintenance. As such, these costs are unlikely to be saved by shortening ICU lengths of stay unless the number of ICU beds is reduced. Finally, early high-profile interventions to reduce intensive care at the end of life (through advance directives before hospitalization and facilitated communication during hospitalization) were ineffective, raising questions about the utility of such efforts (14, 15). In this commentary, we argue that recent studies and a heightened public awareness of the risks of high-intensity care at the end of life, as well as the benefits of palliative care, have altered the landscape enough to warrant a reexamination of these issues, especially for those patients with preexisting life-limiting illness.
Reexamining Arguments Suggesting Limited Cost-Savings Potential
We Cannot Identify, A Priori and with Certainty, the Critically Ill Patients Who Will Die and Therefore Cannot Target Them for Reduced ICU Care
Only a small minority of the most expensive patients present with exceedingly high risks of mortality such that they would fit in a category of medical futility (13). Although there has been some improvement in prognostic scoring systems for critically ill patients, we are rarely able to predict, with certainty, which individual critically ill patients will not survive the ICU, and this is unlikely to change in the foreseeable future (16). However, two approaches may allow us to identify patients for whom critical care is not in their best interests, as defined by the individual patient. First, it is possible to identify patients who are unlikely to achieve their own goals of care even with an ICU admission. These may be patients with an expected quality of life after critical illness that the informed patient would find unacceptable or for whom the ICU would represent a burden of care that they would not choose to endure. For these patients, patient-centered advance care planning may prevent an unwanted and unwarranted ICU admission altogether (17). Advance care planning has successfully reduced ICU admissions in a randomized trial of elderly hospitalized patients (18) and in an observational study on a community level (19). Second, even with effective advance care planning, some patients with life-limiting illness may choose a trial of intensive care if there is a reasonable chance (from the patient’s perspective) that the ICU may help them achieve their goals of care. For these patients, early communication in the ICU among clinicians, patients, and patients’ families can help clarify the goals of care and lay the groundwork for reexamining whether those goals are likely to be achieved as the ICU course unfolds. Such time-limited trials of ICU care may ultimately result in survival or may entail a transition toward a focus on palliative care (20). Certainly, challenges exist to the implementation of time-limited trials that include determining how long a trial should be as well as how much improvement is needed to guide decisions. Nonetheless, because studies of advance planning and communication have resulted in improved patient and family outcomes, this is a promising approach that requires additional evaluation (18, 21).
Thus, the primary focus of cost savings in the ICU shifts from predicting which patients will die in the ICU at great cost to one that identifies the intensity of care that informed patients and families desire. This approach targets discussions both before and shortly after ICU admission and the savings (humanistic and economic) that could ensue. This approach is especially relevant for patients with a life-limiting or terminal illness.
Savings Are Difficult to Achieve by Unilaterally Refusing or Withdrawing ICU Care That Clinicians Believe Is Futile
True medical futility is rare and represents some of the most difficult situations that ICU clinicians address. Critical care clinicians are often powerfully distressed by caring for these patients, and many believe this “futile care” represents an important focus for cost savings (22). Here we agree with Luce and Rubenfeld (13). These patients represent the tip of the iceberg for ICU costs because they are relatively rare. For example, in the SUPPORT study, investigators enrolled patients with advanced chronic, life-limiting disease who were admitted to the hospital with a serious acute illness. Less than 3% of these patients met a definition of futility (i.e., <1% chance of 2-month survival) (23). In addition, they found that 86% of these patients died within 5 days of a futility diagnosis. Refusing or stopping treatment based on strict futility criteria would not save weeks or months of ICU-level treatment for most of these patients (23). Refusing or withdrawing such futile treatments over patient or family objections is difficult, requires a fair process, and may have adverse consequences for family members. Such approaches may have value (24, 25), but they are unlikely to result in significant cost savings because only a small minority of patients, if they are informed about their prognosis and the burdens of treatment, choose such resource-intensive care in the face of such low chances of survival (18, 26). Nonetheless, even if significant cost savings are unlikely in these cases, it is important to ensure that good quality communication addresses conflict, builds trust, and strives toward consensus and the best possible care for the patient.
Savings Are Difficult to Achieve Due to Fixed Costs of ICU Care
Obtaining cost savings in the context of critical care can only be achieved in one of three ways; (1) reducing the daily cost of ICU care, (2) reducing the number of people who receive intensive care (assuming they receive less costly care instead), and (3) reducing the number of days in the ICU (replacing these days with less costly care).
There may be ways of using expensive ICU diagnostics tests and treatments more efficiently, thus reducing the daily cost of ICU care. The recent focus on stewardship of healthcare resources makes these issues particularly timely for critical care (27) but beyond the scope of the current discussion. Instead, we focus on patient-centered advance care planning to prevent unwanted and unwarranted ICU admissions altogether and time-limited trials of ICU care that may reduce ICU length of stay.
An important argument against realizing substantial savings from advance care planning and time-limited trials has been the high fixed costs of providing critical care (13, 28, 29). Fixed costs are those that are not considered to vary with patient volume (30), such as property, plant, and equipment (31), a designation that is sometimes extended to contracted staff (13). High fixed costs, relative to variable costs, make hospitals sensitive to changes in patient volume (32), because the additional cost to provide actual patient care is small. For example, if staff costs are included as a fixed cost, the additional costs to provide patient care would only include direct medical supply costs (33). When patient volume is decreased, the hospital saves on the cost of supplies but loses 100% of the revenue for patient care. Indeed, those responsible for the financial management of hospitals are often resistant to efforts to moderate patient volume for fear that lowering revenue will threaten the ability to cover large fixed costs (34).
What proportion of the total cost of ICU care is fixed costs? A study from Cook County categorized fixed costs as 84% of the total costs of critical care (35). Luce and Rubenfeld argue correctly that for an institution to recoup these fixed costs in the short term would require firing staff and closing ICU beds (13). However, given the aging of the population and the anticipated rise in the incidence of critical illness, there has been speculation that the United States will see increasing demand for, and limited potential for equivalent expansion of supply in, critical care resources (1, 36, 37). Reducing unwanted and unwarranted ICU admission may present an important, long-term opportunity for minimizing growth in costs.
All costs can be categorized as variable (that is, dependent on volume) if the time horizon is long enough. This can be seen historically: in the face of increasing demands, new and larger ICU units are constructed and staffed to meet this demand (2). Thus, from a long-term perspective, even costs for construction can be categorized as variable costs, making them responsive to shifts in volume. If reducing the provision of unwanted or unwarranted ICU care reduces the demand for ICU resources enough to impact supply, the long-term response would most likely be a reallocation of scarce healthcare resources or, at a minimum, a reduction in the rate of increase in ICU beds that would otherwise be seen. Even though this could reduce the expansion of the field of critical care, it would be an acceptable and even desirable outcome given rising demand for healthcare and other public services that compete for resources at the societal level.
Advance Directives and End-of-Life Care Discussions Do Not Result in Improved Quality or Reduced Costs
Early negative studies of advance directives and end-of-life care discussions raised concerns that interventions to improve communication about end-of-life care may be doomed to failure (14, 15, 38). However, recent studies have shown that communication about end-of-life care among patients with cancer is associated with increased quality of life, reduced use of intensive life-sustaining treatments, and reduced healthcare costs at the end of life (39, 40). A recent randomized trial from Australia targeting hospitalized patients over age 80 years showed that communication—in the form of advance care planning—was associated with improved quality of life, reduced ICU use at the end of life, and reduced psychological symptoms among family members (18). These studies suggest promise for such interventions to improve quality of life and quality of care while simultaneously reducing healthcare costs. For this promise to be realized, we need to advance the application of basic research in communication and decision making to the clinical setting and develop feasible ways to translate effective communication about end-of-life care into clinical practice.
Despite the importance of communication about end-of-life care, numerous studies suggest that the quality of clinician communication about end-of-life care remains poor, including discussions about prognosis (41, 42), advance care planning (43), and shared decision making (44). Although average family satisfaction with end-of-life care in the ICU tends to be relatively high, satisfaction with clinician communication is often lower, and families report that they experience distress as a result of poor clinician communication (45, 46). Physicians appear to be unaware of their failure to meet patients’ communication needs, reporting satisfaction with their own communication that is unrelated to patient and family evaluations (47).
Some evidence suggests that the US public has become increasingly aware of the importance of advance care planning. Recent studies reported that approximately 70% of Americans for whom decisions about end-of-life care were made had advance directives in place (48, 49). A public survey found that over 95% of Americans believed that patients should be offered palliative care at the end of life and that palliative care should be a top priority in our healthcare system (50). Despite the “death panel” rhetoric of 2008 (51), these findings suggest that our culture may be moving toward a greater acceptance of advance care planning and palliative care; efforts to incorporate routine advance care planning or ICU-based time-limited trials may, therefore, be met by a more receptive general public.
Recent Evidence that Palliative Care in the ICU May Result in Cost Savings
A recent review proposed three models for integrating palliative care into the ICU (52): (1) the consultative model, in which this care is provided by palliative care specialists; (2) the integrative model, in which ICU clinicians are trained to provide palliative care; and (3) a mixed model incorporating both of these approaches. These categories are useful in summarizing recent studies examining efforts to reduce costs by improving palliative care in the ICU.
Before–after studies using early palliative care consultation report reduced ICU lengths of stay for patients who die by allowing patients and families to make decisions that limit use of expensive life-sustaining treatment at the end of life (53, 54). These studies provide some evidence that palliative care consultation in the ICU may reduce healthcare costs while maintaining or increasing quality of care. Similarly, two randomized trials of ethics consultation in the ICU for patients for whom value-related treatment conflicts arose reported fewer ICU days before death without increased mortality, supporting the concept that a focus on communication and conflict resolution can reduce ICU length of stay before death (55, 56). Finally, observational studies of palliative care consultation in acute care have suggested reduced healthcare costs and increased quality associated with palliative care consultation (57–61). However, it is important to acknowledge that the strength of evidence is limited, and further studies are needed to confirm and define the benefits.
Studies testing integrative models have been mixed. In a before–after study focusing on improving communication by ICU clinicians in family conferences, patients who died had shorter lengths of stay, whereas overall mortality for the ICU improved (62). However, a follow-up study of this intervention showed no benefit (63). A before–after study of an integrative intervention that used a multifaceted quality improvement approach showed reduced ICU lengths of stay for patients who died, increased nurse ratings of end-of-life care, and a trend toward improved family ratings (64). However, a subsequent cluster-randomized trial of the same intervention showed no changes in the care delivered or patient or family outcomes (65). A recent systematic review supports the hypothesis that consultative interventions may be more effective than integrative interventions (66). Unfortunately, there are no published studies evaluating mixed models that incorporate the strengths of both consultative and integrative approaches. The failure to confirm before–after studies suggest either insufficient interventions or lack of success in implementing interventions in other settings.
If a Proportion of Care in the ICU was Shifted to Another Care Setting, What Cost Savings Could be Realized?
Even if costs of ICU care can be reduced, estimating the practical result of those savings is problematic. Exactly how provider organizations will respond to reductions in long-term costs, and whether this will result in lower overall expenditures, is uncertain. Some might realize any gain in efficiency as higher operating margins and invest in more infrastructure. If outcomes-focused accountable care becomes the new maxim, others might translate efficiency gains into reduced costs to gain competitive advantage. Rather than attempt to address these uncertainties, we focus on potential savings through a simple example from the health system perspective.
A study published in 2006 estimated that there were 5,980 noncoronary ICUs in the United States in 1997 (67). The total number of ICU beds was 72,000, with a daily census of around 55,000 ICU patients (based on an estimated occupancy rate of 76%). That equates to 19.97 million bed-days of ICU care per year. In describing the characteristics of patients, this study found that 6% were older than 85 years of age. If we extrapolate these figures as being roughly representative (if not a conservative underestimation) of current ICU resources, we can estimate the savings that would result if only a proportion of care for patients more than 85 years old was shifted from the ICU.
Let us assume, as has been argued elsewhere (13, 28, 29, 68), that the short-term, direct variable cost to provide one additional day of ICU care is the relevant value to use. Based on previous research, let us also assume that the difference in direct variable cost (excluding staff salary and equipment costs) between a day of care at the end of an ICU stay versus a day in an alternative care setting, such as acute care, is around $140 (2011 inflation-adjusted US dollars) (68). Based on these assumptions, if 25% of ICU bed-days for patients over the age of 85 years were shifted to the alternative location of care outside the ICU, a saving of $41.9 million (2011 US dollars) would result. Even with the conservative assumptions used, this example suggests that savings associated with reducing unwanted and unwarranted care in the ICU could be realized.
Admittedly, savings of $41.9 million are modest in comparison with current healthcare costs. However, numerous unknown factors in these calculations suggest that this may be a small fraction of potential savings. For instance, the full extent of unwanted ICU care is unknown. The Australian trial of advance care planning for hospitalized patients over age 80 years suggested that as much as 100% of patients may opt not to have ICU care (albeit with wide confidence intervals) (18). In addition, we focus on patients over age 85 years of age only because data are available to guide estimates; there is likely a much larger number of younger patients with severe, chronic, life-limiting illness who are admitted to the ICU who would also opt not to have intensive care. Importantly, in using this difference in marginal, direct variable costs, savings could be achieved by reducing ICU length of stay alone. Avoiding some admissions altogether, thus avoiding days that cost more than the last day of ICU care, would most likely result in even greater savings.
These calculations are intended as only one example of the type of data and analyses that might help answer the question of whether there are significant cost savings to be had. Future studies are needed to estimate a range of parameters, including the proportion of patients who would opt not to receive ICU care if they had effective advance care planning and the potential to reduce days in the ICU through effective communication and time-limited trials. Other factors that are unknown include the full societal costs associated with providing care in alternative settings outside the ICU and the resources required to implement patient-centered advance care planning effectively. There will be a balance between the cost to effectively reduce unwanted and unwarranted ICU care through different advance care planning models and any potential savings that may result. Future studies are needed to develop a more complete understanding of the complex and multifaceted issues involved.
Conclusions
Healthcare costs are one of the major economic problems facing developed nations. No single approach will remedy this. However, identifying opportunities to limit healthcare costs while simultaneously maintaining or improving quality and access to care will be essential. One important opportunity is to identify effective ways to help patients with chronic life-limiting illness decide whether a course of intensive care is likely to achieve their personal goals of care and whether they are willing to accept the burdens of such treatment. For those who decide they want to undergo such treatment, we have an opportunity to view this treatment as a time-limited trial and to prospectively consider the circumstances under which we should consider such a trial a failure—resulting in a transition to a focus on palliation. These approaches are important to improve quality independent of their effect on costs but may also offer opportunities to reduce costs. To better understand the most effective and cost-effective ways to implement these approaches, we need basic research on communication and decision making, implementation research, and demonstration projects. Even with such efforts, some patients will choose life-sustaining treatments in all circumstances. Although this creates difficult situations for ICU clinicians as well as our society, studies suggest that this will be a small minority of patients. Regardless, we have an obligation to identify and implement methods to help patients and their families make informed choices. If such methods can be proven effective and successfully implemented, we have the potential to improve the quality of care and simultaneously contribute to efforts to reduce healthcare costs.
Supplementary Material
Acknowledgments
The authors thank Gordon D. Rubenfeld, M.D., M.Sc. for his careful review and thoughtful contributions.
Footnotes
Supported by the National Institute of Nursing Research grant R01NR05226.
The opinions expressed in this commentary are exclusively those of the authors and do not necessarily reflect the opinions of the funding agency.
Originally Published in Press as DOI: 10.1164/rccm.201206-1020CP on August 2, 2012
Author disclosures are available with the text of this article at www.atsjournals.org.
References
- 1.Halpern NA, Pastores SM, Greenstein RJ. Critical care medicine in the United States 1985–2000: an analysis of bed numbers, use, and costs. Crit Care Med 2004;32:1254–1259 [DOI] [PubMed] [Google Scholar]
- 2.Milbrandt EB, Kersten A, Rahim MT, Dremsizov TT, Clermont G, Cooper LM, Angus DC, Linde-Zwirble WT. Growth of intensive care unit resource use and its estimated cost in Medicare. Crit Care Med 2008;36:2504–2510 [DOI] [PubMed] [Google Scholar]
- 3.Angus DC, Barnato AE, Linde-Zwirble WT, Weissfeld LA, Watson RS, Rickert T, Rubenfeld GD; Robert Wood Johnson Foundation ICU End-of-Life Peer Group. Use of intensive care at the end of life in the United States: an epidemiologic study. Crit Care Med 2004;32:638–643 [DOI] [PubMed] [Google Scholar]
- 4.Riley GF, Lubitz JD. Long-term trends in Medicare payments in the last year of life. Health Serv Res 2010;45:565–576 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Seshamani M, Gray AM. A longitudinal study of the effects of age and time to death on hospital costs. J Health Econ 2004;23:217–235 [DOI] [PubMed] [Google Scholar]
- 6.The Dartmouth Atlas of Healthcare; 2011. [accessed 2012 Feb 15]. Available from: www.dartmouthatlas.org
- 7.NIH State-of-the-Science Conference on Improving End-of-life Care; 2004. [accessed 2012 Feb 15]. Available from http://consensus.nih.gov/2004/2004EndOfLifeCareSOS024html.htm
- 8.Lorenz KA, Lynn J, Dy SM, Shugarman LR, Wilkinson A, Mularski RA, Morton SC, Hughes RG, Hilton LK, Maglione M, et al. Evidence for improving palliative care at the end of life: a systematic review. Ann Intern Med 2008;148:147–159 [DOI] [PubMed] [Google Scholar]
- 9.Curtis JR, Engelberg RA, Nielsen EL, Au DH, Patrick DL. Patient-physician communication about end-of-life care for patients with severe COPD. Eur Respir J 2004;24:200–205 [DOI] [PubMed] [Google Scholar]
- 10.McNeely PD, Hebert PC, Dales RE, O'Connor AM, Wells G, McKim D, Sullivan KE. Deciding about mechanical ventilation in end-stage chronic obstructive pulmonary disease: how respirologists perceive their role. CMAJ 1997;156:177–183 [PMC free article] [PubMed] [Google Scholar]
- 11.Piers RD, Azoulay E, Ricou B, Dekeyser Ganz F, Decruyenaere J, Max A, Michalsen A, Maia PA, Owczuk R, Rubulotta F, et al. Perceptions of appropriateness of care among European and Israeli intensive care unit nurses and physicians. JAMA 2011;306:2694–2703 [DOI] [PubMed] [Google Scholar]
- 12.Cher DJ, Lenert LA. The effect of reimbursement method on the rate of potentially ineffective care in medicare patients. JAMA 1997;278:1001–1007 [PubMed] [Google Scholar]
- 13.Luce JM, Rubenfeld GD. Can health care costs be reduced by limiting intensive care at the end of life? Am J Respir Crit Care Med 2002;165:750–754 [DOI] [PubMed] [Google Scholar]
- 14.The SUPPORT Principal Investigators A controlled trial to improve care for seriously ill hospitalized patients: the study to understand prognoses and preferences for outcomes and risks of treatments (SUPPORT). JAMA 1995;274:1591–1598 [PubMed] [Google Scholar]
- 15.Schneiderman LJ, Kronick R, Kaplan RM, Anderson JP, Langer RD. Effects of offering advance directives on medical treatment and costs. Ann Intern Med 1992;117:599–606 [DOI] [PubMed] [Google Scholar]
- 16.Cooke CR. The siren song of simple tools that predict mortality. Respir Care 2011;56:533–535 [DOI] [PubMed] [Google Scholar]
- 17.Sudore RL, Fried TR. Redefining the “planning” in advance care planning: preparing for end-of-life decision making. Ann Intern Med 2010;153:256–261 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Detering KM, Hancock AD, Reade MC, Silvester W. The impact of advance care planning on end of life care in elderly patients: randomised controlled trial. BMJ 2010;340:c1345. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Hammes BJ, Rooney BL, Gundrum JD. A comparative, retrospective, observational study of the prevalence, availability, and specificity of advance care plans in a county that implemented an advance care planning microsystem. J Am Geriatr Soc 2010;58:1249–1255 [DOI] [PubMed] [Google Scholar]
- 20.Quill TE, Holloway R. Time-limited trials near the end of life. JAMA 2011;306:1483–1484 [DOI] [PubMed] [Google Scholar]
- 21.Lautrette A, Darmon M, Megarbane B, Joly LM, Chevret S, Adrie C, Barnoud D, Bleichner G, Bruel C, Choukroun G, et al. A communication strategy and brochure for relatives of patients dying in the ICU. N Engl J Med 2007;356:469–478 [DOI] [PubMed] [Google Scholar]
- 22.Curtis JR, Burt RA. Why are critical care clinicians so powerfully distressed by family demands for futile care? J Crit Care 2003;18:22–24 [DOI] [PubMed] [Google Scholar]
- 23.Teno JM, Murphy D, Lynn J, Tosteson A, Desbiens N, Connors AF, Jr, Hamel MB, Wu A, Phillips R, Wenger N, et al. Prognosis-based futility guidelines: does anyone win? SUPPORT Investigators. Study to Understand Prognoses and Preferences for Outcomes and Risks of Treatment. J Am Geriatr Soc 1994;42:1202–1207 [DOI] [PubMed] [Google Scholar]
- 24.Fine RL. Point: the Texas Advance Directives Act effectively and ethically resolves disputes about medical futility. Chest 2009;136:963–967 [DOI] [PubMed] [Google Scholar]
- 25.Truog RD. Counterpoint: the Texas Advance Directives Act is ethically flawed: medical futility disputes must be resolved by a fair process. Chest 2009;136:968–971, discussion 71–73 [DOI] [PubMed] [Google Scholar]
- 26.Fried TR, Bradley EH, Towle VR, Allore H. Understanding the treatment preferences of seriously ill patients. N Engl J Med 2002;346:1061–1066 [DOI] [PubMed] [Google Scholar]
- 27.Cassel CK, Guest JA. Choosing wisely: helping physicians and patients make smart decisions about their care. JAMA 2012;307:1801–1802 [DOI] [PubMed] [Google Scholar]
- 28.Cooke CR. Economics of mechanical ventilation and respiratory failure. Crit Care Clin 2012;28:39–55 (vi.) [DOI] [PubMed] [Google Scholar]
- 29.Wunsch H, Gershengorn H, Scales DC. Economics of ICU organization and management. Crit Care Clin 2012;28:25–37, v [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Drummond M, Sculpher M, Torrance G, O’Brien B, Stoddart G. Methods for the economic evaluation of health care programmes. 3rd ed. Oxford: Oxford University Press; 2005
- 31.Penner S. Introduction to health care economics and financial management: fundamental concepts with practical application. Baltimore, MD: Lippincott, Williams & Wilkins; 2003
- 32.Rauh S. The fixed-cost dilemma: what counts when counting cost-reduction efforts? Healthc Financ Manage 2010;64:60–63 [PubMed] [Google Scholar]
- 33.Rauh SS, Wadsworth EB, Weeks WB, Weinstein JN. The savings illusion–why clinical quality improvement fails to deliver bottom-line results. N Engl J Med 2011;365:e48. [DOI] [PubMed] [Google Scholar]
- 34.Fuchs VR, Milstein A. The $640 billion question: why does cost-effective care diffuse so slowly? N Engl J Med 2011;364:1985–1987 [DOI] [PubMed] [Google Scholar]
- 35.Roberts RR, Frutos PW, Ciavarella GG, Gussow LM, Mensah EK, Kampe LM, Straus HE, Joseph G, Rydman RJ. Distribution of variable vs fixed costs of hospital care. JAMA 1999;281:644–649 [DOI] [PubMed] [Google Scholar]
- 36.Kelley MA, Angus D, Chalfin DB, Crandall ED, Ingbar D, Johanson W, Medina J, Sessler CN, Vender JS. The critical care crisis in the United States: a report from the profession. Chest 2004;125:1514–1517 [DOI] [PubMed] [Google Scholar]
- 37.Angus DC, Kelley MA, Schmitz RJ, White A, Popovich J., Jr Current and projected workforce requirements for care of the critically ill and patients with pulmonary disease: can we meet the requirements of an aging population? JAMA 2000;284:2762–2770 [DOI] [PubMed] [Google Scholar]
- 38.Danis M, Southerland LI, Garrett JM, Smith JL, Hielema F, Pickard CG, Egner DM, Patrick DL. A prospective study of advance directives for life-sustaining care. N Engl J Med 1991;324:882–888 [DOI] [PubMed] [Google Scholar]
- 39.Wright AA, Zhang B, Ray A, Mack JW, Trice E, Balboni T, Mitchell SL, Jackson VA, Block SD, Maciejewski PK, et al. Associations between end-of-life discussions, patient mental health, medical care near death, and caregiver bereavement adjustment. JAMA 2008;300:1665–1673 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Zhang B, Wright AA, Huskamp HA, Nilsson ME, Maciejewski ML, Earle CC, Block SD, Maciejewski PK, Prigerson HG. Health care costs in the last week of life: associations with end-of-life conversations. Arch Intern Med 2009;169:480–488 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Fried TR, Bradley EH, O’Leary J. Prognosis communication in serious illness: perceptions of older patients, caregivers, and clinicians. J Am Geriatr Soc 2003;51:1398–1403 [DOI] [PubMed] [Google Scholar]
- 42.Christakis NA, Lamont EB. Extent and determinants of error in doctors’ prognoses in terminally ill patients: prospective cohort study. BMJ 2000;320:469–472 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Tulsky JA, Fischer GS, Rose MR, Arnold RM. Opening the black box: how do physicians communicate about advance directives? Ann Intern Med 1998;129:441–449 [DOI] [PubMed] [Google Scholar]
- 44.White DB, Braddock CH, III, Bereknyei S, Curtis JR. Toward shared decision making at the end of life in intensive care units: opportunities for improvement. Arch Intern Med 2007;167:461–467 [DOI] [PubMed] [Google Scholar]
- 45.Rocker GM, Heyland DK, Cook DJ, Dodek PM, Kutsogiannis DJ, O’Callaghan CJ. Most critically ill patients are perceived to die in comfort during withdrawal of life support: a Canadian multicentre study. Can J Anaesth 2004;51:623–630 [DOI] [PubMed] [Google Scholar]
- 46.Tilden VP, Tolle SW, Garland MJ, Nelson CA. Decisions about life-sustaining treatment: impact of physicians’ behaviors on the family. Arch Intern Med 1995;155:633–638 [PubMed] [Google Scholar]
- 47.Dickson RP, Engelberg RA, Downey L, Back AL, Ford DW, Curtis JR. Internal medicine trainee self-assessments of end-of-life communication skills do not predict assessments of patients, families, or clinician-evaluators. J Palliat Med 2012;15:418–426. [DOI] [PMC free article] [PubMed]
- 48.Teno JM, Gruneir A, Schwartz Z, Nanda A, Wetle T. Association between advance directives and quality of end-of-life care: a national study. J Am Geriatr Soc 2007;55:189–194 [DOI] [PubMed] [Google Scholar]
- 49.Silveira MJ, Kim SY, Langa KM. Advance directives and outcomes of surrogate decision making before death. N Engl J Med 2010;362:1211–1218 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Living Well at the End of Life. A National Conversation; 2011 [accessed July 10, 2012]. Available from http://syndication.nationaljournal.com/communications/NationalJournalRegenceToplines.pdf.
- 51.Curtis JR. Reimbursement for advance care planning: why should intensivists care? Am J Respir Crit Care Med 2011;184:387–388 [DOI] [PubMed] [Google Scholar]
- 52.Nelson JE, Bassett R, Boss RD, Brasel KJ, Campbell ML, Cortez TB, Curtis JR, Lustbader DR, Mulkerin C, Puntillo KA, et al. Models for structuring a clinical initiative to enhance palliative care in the intensive care unit: a report from the IPAL-ICU Project (Improving Palliative Care in the ICU). Crit Care Med 2010;38:1765–1772 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Campbell ML, Guzman JA. Impact of a proactive approach to improve end-of-life care in a medical ICU. Chest 2003;123:266–271 [DOI] [PubMed] [Google Scholar]
- 54.Norton SA, Hogan LA, Holloway RG, Temkin-Greener H, Buckley MJ, Quill TE. Proactive palliative care in the medical intensive care unit: effects on length of stay for selected high-risk patients. Crit Care Med 2007;35:1530–1535 [DOI] [PubMed] [Google Scholar]
- 55.Schneiderman LJ, Gilmer T, Teetzel HD. Impact of ethics consultations in the intensive care setting: a randomized, controlled trial. Crit Care Med 2000;28:3920–3924 [DOI] [PubMed] [Google Scholar]
- 56.Schneiderman LJ, Gilmer T, Teetzel HD, Dugan DO, Blustein J, Cranford R, Briggs KB, Komatsu GI, Goodman-Crews P, Cohn F, et al. Effect of ethics consultations on nonbeneficial life-sustaining treatments in the intensive care setting: a randomized controlled trial. JAMA 2003;290:1166–1172 [DOI] [PubMed] [Google Scholar]
- 57.Morrison RS, Penrod JD, Cassel JB, Caust-Ellenbogen M, Litke A, Spragens L, Meier DE. Cost savings associated with US hospital palliative care consultation programs. Arch Intern Med 2008;168:1783–1790 [DOI] [PubMed] [Google Scholar]
- 58.Morrison RS, Dietrich J, Ladwig S, Quill T, Sacco J, Tangeman J, Meier DE. Palliative care consultation teams cut hospital costs for Medicaid beneficiaries. Health Aff (Millwood) 2011;30:454–463 [DOI] [PubMed] [Google Scholar]
- 59.Hanson LC, Usher B, Spragens L, Bernard S. Clinical and economic impact of palliative care consultation. J Pain Symptom Manage 2008;35:340–346 [DOI] [PubMed] [Google Scholar]
- 60.Cassel JB, Webb-Wright J, Holmes J, Lyckholm L, Smith TJ. Clinical and financial impact of a palliative care program at a small rural hospital. J Palliat Med 2010;13:1339–1343 [DOI] [PubMed] [Google Scholar]
- 61.Smith TJ, Cassel JB. Cost and non-clinical outcomes of palliative care. J Pain Symptom Manage 2009;38:32–44 [DOI] [PubMed] [Google Scholar]
- 62.Lilly CM, De Meo DL, Sonna LA, Haley KJ, Masaro AF, Wallace RF, Cody S. An intensive communication intervention for the critically ill. Am J Med 2000;109:469–475 [DOI] [PubMed] [Google Scholar]
- 63.Daly BJ, Douglas SL, O’Toole E, Gordon NH, Hejal R, Peerless J, Rowbottom J, Garland A, Lilly C, Wiencek C, et al. Effectiveness trial of an intensive communication structure for families of long-stay ICU patients. Chest 2010;138:1340–1348 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Curtis JR, Treece PD, Nielsen EL, Downey L, Shannon SE, Braungardt T, Owens D, Steinberg KP, Engelberg RA. Integrating palliative and critical care: evaluation of a quality-improvement intervention. Am J Respir Crit Care Med 2008;178:269–275 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Curtis JR, Nielsen EL, Treece PD, Downey L, Dotolo D, Shannon SE, Back AL, Rubenfeld GD, Engelberg RA. Effect of a quality-improvement intervention on end-of-life care in the intensive care unit: a randomized trial. Am J Respir Crit Care Med 2011;183:348–355 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Scheunemann LP, McDevitt M, Carson SS, Hanson LC. Randomized, controlled trials of interventions to improve communication in intensive care: a systematic review. Chest 2011;139:543–554 [DOI] [PubMed] [Google Scholar]
- 67.Angus DC, Shorr AF, White A, Dremsizov TT, Schmitz RJ, Kelley MA. Critical care delivery in the United States: distribution of services and compliance with Leapfrog recommendations. Crit Care Med 2006;34:1016–1024 [DOI] [PubMed] [Google Scholar]
- 68.Kahn JM, Rubenfeld GD, Rohrbach J, Fuchs BD. Cost savings attributable to reductions in intensive care unit length of stay for mechanically ventilated patients. Med Care 2008;46:1226–1233 [DOI] [PubMed] [Google Scholar]
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