The Cost-Effectiveness of the Decision to Hospitalize Nursing Home Residents With Advanced Dementia

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1 640 Journal of Pain and Symptom Management Vol. 46 No. 5 November 2013 Original Article The Cost-Effectiveness of the Decision to Hospitalize Nursing Home Residents With Advanced Dementia Keith S. Goldfeld, DrPH, MS, MPA, Mary Beth Hamel, MD, MPH, and Susan L. Mitchell, MD, MPH Department of Population Health (K.S.G.), New York University School of Medicine, New York, New York; and Department of Medicine (M.B.H., S.L.M.), Beth Israel Deaconess Medical Center, and Hebrew SeniorLife Institute for Aging Research (S.L.M.), Boston, Massachusetts, USA Abstract Context. Nursing home (NH) residents with advanced dementia commonly experience burdensome and costly hospitalizations that may not extend survival or improve quality of life. Cost-effectiveness analyses of decisions to hospitalize these residents have not been reported. Objectives. To estimate the cost-effectiveness of 1) not having a do-nothospitalize (DNH) order and 2) hospitalization for suspected pneumonia in NH residents with advanced dementia. Methods. NH residents from 22 NHs in the Boston area were followed in the Choices, Attitudes, and Strategies for Care of Advanced Dementia at the End-of- Life study conducted between February 2003 and February We conducted cost-effectiveness analyses of aggressive treatment strategies for advanced dementia residents living in NHs when they suffer from acute illness. Primary outcome measures included quality-adjusted life days (QALD) and quality-adjusted life years, Medicare expenditures, and incremental net benefits (INBs) over 15 months. Results. Compared with a less aggressive strategy of avoiding hospital transfer (i.e., having DNH orders), the strategy of hospitalization was associated with an incremental increase in Medicare expenditures of $5972 and an incremental gain in quality-adjusted survival of 3.7 QALD. Hospitalization for pneumonia was associated with an incremental increase in Medicare expenditures of $3697 and an incremental reduction in quality-adjusted survival of 9.7 QALD. At a willingnessto-pay level of $100,000/quality-adjusted life years, the INBs of the more aggressive treatment strategies were negative and, therefore, not cost effective (INB for not having a DNH order, $4958 and INB for hospital transfer for pneumonia, $6355). Conclusion. Treatment strategies favoring hospitalization for NH residents with advanced dementia are not cost effective. J Pain Symptom Manage 2013;46:640e651. Ó 2013 U.S. Cancer Pain Relief Committee. Published by Elsevier Inc. All rights reserved. Address correspondence to: Keith S. Goldfeld, DrPH, MS, MPA, Department of Population Health, New York University School of Medicine, 227 East 30th Ó 2013 U.S. Cancer Pain Relief Committee. Published by Elsevier Inc. All rights reserved. Street, Room 651, New York, NY 10016, USA. Keith.Goldfeld@nyumc.org Accepted for publication: December 7, /$ - see front matter

2 Vol. 46 No. 5 November 2013 Cost-Effectiveness of Hospitalization in Advanced Dementia 641 Key Words Advanced dementia, nursing home residents, cost-effectiveness analysis, quality of life, health care expenditures Introduction Dementia is a leading cause of death among Americans; 1 yet, patients dying with this disease may not receive optimal end-of-life care. 2e4 Approximately 16% of U.S. decedents dying from dementia die in hospitals. 5 Nationwide, 20% of nursing home (NH) residents with advanced dementia experience a health care transition, such as a hospitalization, near the end of life. 6 Recent work emphasizes the need to avoid unnecessary and costly hospitalizations of NH residents with advanced dementia. 6e10 However, cost-effectiveness analyses (CEAs) of hospitalization have not been reported. High-quality advanced dementia care includes decision making for hospitalizations that are informed and goal directed from a patient perspective and cost effective from a societal perspective. NH residents with advanced dementia have profound cognitive and functional disability (i.e., bedbound, cannot recognize family members, speech limited to less than five words, and incontinent of urine and stool). It is estimated that 75% of hospitalizations for these residents may be avoidable because hospital-level care is either inconsistent with the goals of care or unnecessary. 11 More than 90% of proxies of NH residents with advanced dementia state that maximizing comfort is the primary goal of care. 12,13 Hospitalization seldom achieves this goal, except when the NH cannot provide for adequate palliative care or the level of treatment needed to relieve discomfort (i.e., hip fracture). Prior work has shown that hospitalizations are associated with worse end-of-life outcomes for NH residents with advanced dementia 6,14 and are distressing for their families. 15 Moreover, the most common conditions precipitating hospitalization in advanced dementia can often be treated in the NH with similar clinical outcomes. 16e19 Furthermore, hospitalizations and posthospitalization skilled nursing facility care account for 30% and 10% of Medicare expenditures for these NH residents, respectively. 20 CEA ascertains the value of added benefits from treatment relative to incremental expenditures. Although applying CEA to terminally ill patients is challenging, empirical information about what constitutes cost-effective endof-life care is essential for improving the health care system. 21 Leveraging data from a prospective cohort study of NH residents with advanced dementia, the Choices, Attitudes, and Strategies for Care of Advanced Dementia at the End-of-Life (CAS- CADE) study, 22 we conducted CEAs of two hospital-related treatment decisions. The first evaluated the cost-effectiveness of a do-nothospitalize (DNH) order, an advance directive to avoid hospitalization for acute illnesses. The second considered hospitalization for pneumonia, the most common diagnosis precipitating hospitalization. 11 These analyses explored whether reducing hospitalization can promote a higher quality end-of-life experience without substantially increasing Medicare expenditures. Methods Sample Subjects included NH residents with advanced dementia who participated in CAS- CADE, a prospective cohort study conducted between 2003 and 2009, the details of which are provided elsewhere. 13,22 Residents were recruited from 22 Boston-area NHs. Eligibility criteria included the following: 1) age older than 60 years, 2) dementia (any type), 3) Global Deterioration Scale score of 7, 23 and 4) available English-speaking health care proxy. At Global Deterioration Scale Stage 7, residents have profound memory deficits, virtually no verbal communication, incontinence, and cannot walk. Proxies provided informed consent. The institutional review board of Hebrew SeniorLife approved the study s conduct. Data Collection Resident assessments were conducted at baseline and quarterly for up to 18 months.

3 642 Goldfeld et al. Vol. 46 No. 5 November 2013 Independent variables included resident characteristics potentially associated with hospitalization decisions, selected a priori from the data set based on the literature. 13,24e27 Baseline resident characteristics obtained from the chart included demographics (gender, race [white vs. other], and age [85 years or less vs. older than 85 years]), comorbidities (congestive heart failure, active cancer, and chronic obstructive pulmonary disease), and the presence of a percutaneous endoscopic gastrostomy (PEG) tube. Additional resident variables were collected at baseline and follow-up assessments. Cognitive status was measured using the Test for Severe Impairment (TSI) score (range 0e24, higher scores indicate better cognition; categorized as either equal to 0 or >0). 28 Functional status was quantified by nurse interview using the Bedford Alzheimer Nursing Severity Scale (BANSS) (range 7e28, higher scores signify greater disability). 29 The occurrence of an acute major illness within the prior 90 days was ascertained from the chart at each quarterly assessment and included pneumonia, febrile episode, or any major illness that had the potential to change goals of care (e.g., hip fracture, stroke, and myocardial infarction). Treatment Strategies Health care expenditures associated with two treatment strategies were examined: 1) not having a DNH order and 2) hospitalization for pneumonia. We chose to analyze not having a DNH order because it reflects a care plan for which hospitalization remains a possible treatment option, whereas having a DNH order reflects a treatment strategy explicitly avoiding hospitalization. DNH status was collected at baseline and each follow-up assessment. For these analyses, residents were considered to have a DNH order if it was present for two consecutive 90-day periods. Residents who died within three months of baseline were excluded to reduce potential bias resulting from including residents who obtained DNH orders just before death. The occurrence and details of suspected pneumonias were based on documentation by a physician, nurse practitioner, or physician assistant, including date of onset, hospitalization, suspected aspiration, and presence of any unstable vital signs (respiratory rate >30/minute; temperature >38.3 C; heart rate >125/minute; or systolic blood pressure <90 mm Hg). We only analyzed the first episode among residents with multiple pneumonias. Medicare Expenditures Utilization of the following Medicare services was abstracted from the chart at each assessment: hospital admissions, emergency department visits, physician and other professional visits in the NH, hospice enrollment, and skilled nursing facility admission after hospitalization. Medicare expenditures attributable to these services were determined using publicly available sources and based on nationally representative rates from 2007 in U.S. dollars. 20 Quality-Adjusted Survival Data from two validated health status measures were collected from nurse interviews. 30 The Symptom Management at the End-of- Life in Dementia Scale, ascertained quarterly, quantified the frequency with which residents experienced distressing symptoms (e.g., pain, depression, fear, anxiety, and agitation) over the prior 90 days. 30 The Comfort Assessment in Dying with Dementia Scale, ascertained within 14 days of death, quantified the frequency with which residents experienced distressing symptoms during the last week of life. We developed and validated a method that mapped the Symptom Management at the End-of-Life in Dementia Scale and Comfort Assessment in Dying with Dementia Scale to the Health Utility Index Mark 2 (HUI2), detailed elsewhere. 31 Possible HUI2 scores range from to 1.00; perfect health is scored 1.00, death is scored 0.00, and a negative score implies a state worse than death. In the CAS- CADE study, the residents mean (SD) HUI2 score was (range to 0.215). 31 For each follow-up period, the resident s HUI2 score was multiplied by the number of days in the period to derive qualityadjusted life days (QALD) for that period. Total quality-adjusted survival was estimated by summing the QALD for each period (qualityadjusted life years [QALY] ¼ QALD/365) Analyses Means and proportions were calculated for continuous and categorical variables,

4 Vol. 46 No. 5 November 2013 Cost-Effectiveness of Hospitalization in Advanced Dementia 643 respectively. CEAs were conducted based on a 15-month observation period for two treatment strategies: 1) not having a DNH order and 2) hospitalization after the first suspected pneumonia. Residents with and without DNH orders, or those who were and were not hospitalized for pneumonia, may have differed in ways that also could explain differences in expenditures, survival, and quality-adjusted survival. Marginal structural modeling (MSM) was used to adjust for possible confounding. MSM was chosen over propensity scores as it produces less biased estimates and facilitates sensitivity analyses. Two weights were calculated to conduct the MSM. The first was the estimated probability of the observed treatment approach conditional on independent factors identified in a multivariable analysis divided by the unconditional probability of the observed treatment approach. 32 Logistic regression was used to estimate the conditional probability, based on independent variables selected a priori from the data set. Age, gender, race, BANSS score, TSI score, comorbidities, and PEG tube status were included as independent variables for both CEA analyses. Recent acute illness also was considered in the DNH model. Unstable vital signs and suspected aspiration were included in the hospitalization for pneumonia analysis. Bivariable associations between each independent variable and the two treatment outcomes were examined. Variables associated with the treatment at a P-value <0.10 in the bivariable analyses were included in the multivariate models. The second weight in the MSM, which adjusted for censoring, was the probability of being fully observed over the study period, calculated using Kaplan-Meier estimations. 33 MSM provided estimates of mean Medicare expenditures, survival, and quality-adjusted survival. These were used to calculate the incremental net benefits (INBs) of treatment vs. nontreatment, calculated as follows: (willingness-to-pay [WTP]/QALY incremental quality-adjusted survival) (incremental Medicare expenditures). Standard WTP levels for medical treatments range between $50,000/ QALY and $125,000/QALY. 34 The INB was determined for three WTP levels: $50,000/QALY, $100,000/QALY, and $150,000/QALY. A negative INB suggests that a treatment is not cost effective. The incremental cost-effectiveness ratio (ICER) (incremental expenditure/qaly) also was estimated. However, because negative ICERs are difficult to interpret, the INB was the primary measure. Bootstrap methods were used to estimate the standard error of the incremental expenditure and quality-adjusted survival estimates. A plot showing bootstrap estimates of incremental costs against incremental quality-adjusted survival was generated for each treatment strategy. CEA curves (CEACs) were constructed based on the bootstrap plots to display the proportion of positive INBs for a range of WTP levels between $25,000 and $300,000, illustrating the probability of cost-effectiveness at each WTP level. 35 Sensitivity analyses were conducted to examine the possible bias resulting from unmeasured confounding. 36 Without unmeasured confounding, we assume that average expenditure and quality-adjusted outcomes for the treated and untreated groups would be equivalent if they received the same treatment approach. For the sensitivity analyses, alternative CEAC plots were constructed based on three hypothetical conditions: 1) under the same treatment approach, expenditures for the treated group (e.g., hospitalization) would be 30% less than the untreated group; 2) no unmeasured confounding for expenditures; and 3) under the same treatment approach, expenditures for the treated group (e.g., hospitalization) would be 30% greater than the untreated group. For each of these three conditions, five alternative CEACs were plotted based on varying hypothetical levels of unmeasured confounding with respect to quality-adjusted survival, that is, quality-adjusted survival for the treated group was 10%, 20%, 30%, 40%, and 50% less than that in the untreated group. We identified where these alternative curves indicated that the treatment was cost effective (i.e., 90% of the INBs were positive). All statistical analyses were conducted using R version (R Foundation for Statistical Computing, Vienna, Austria). Results Sample Among the 323 residents in CASCADE, 55 residents who died within three months of

5 644 Goldfeld et al. Vol. 46 No. 5 November 2013 baseline were excluded from the CEA of having a DNH order. Characteristics of the remaining 268 residents were similar to the entire CASCADE cohort (Table 1): years or less, 50%; male, 14%; and nonwhite, 10%. The residents had severe functional impairment (mean BANSS score, 21.2) and cognitive impairment (TSI ¼ 0, 84%). Characteristics of the residents with pneumonia (n ¼ 131) were similar (Table 2). Cost-Effectiveness of Not Having a DNH Order There were 124 (46%) and 144 (54%) residents who did and did not have DNH orders, respectively. Resident characteristics independently associated with not having a DNH order were as follows: male: adjusted odds ratio (AOR), 2.3; 95% CI, 1.1e5.0; nonwhite: AOR, 5.6; 95% CI, 1.9e17.0; and PEG tube: AOR, 4.0; 95% CI, 1.1e14.5 (Table 1). The estimated incremental increase in average Medicare expenditures among residents not having a DNH order was $5972 (SD, $1569) and the incremental gain in qualityadjusted survival was 3.7 QALD (SD, 4.1) or 0.01 QALY (SD, 0.01) (Table 3). At WTP levels of $50,000/QALY and $150,000/QALY, the INB of not having a DNH order was $5465 (SD, $1718) and $4451 (SD, $2316), respectively. These negative INBs suggest that not having a DNH order was not cost effective. The estimated ICER of not having a DNH order was $589,130/QALY. The CEAC in Panel A of Fig. 1 shows the proportion of bootstrap samples with positive INBs for not having a DNH order at WTP levels ranging from $25,000 to $300,000/ QALY. The proportion of positive INBs was below 20% for WTP up to $300,000. At WTP amounts less than $125,000, less than 3% of the bootstrap samples show a positive benefit. Cost-Effectiveness of Hospitalization for Pneumonia Among residents with pneumonia, 113 (86%) were not hospitalized and 18 (14%) were hospitalized. Resident characteristics independently associated with a greater likelihood of hospitalization included the following: age 85 years or less: AOR, 3.8; 95% CI, 1.1e13.0; male: AOR, 3.4; 95% CI, 1.0e11.8; no DNH order: AOR, 13.2; 95% CI, Table 1 Characteristics of Nursing Home Residents With Advanced Dementia and Their Association With Not Having a DNH Order (N ¼ 268) Odds Ratio (95% CI) of Not Having a DNH Order Proportion/Mean No DNH (n ¼ 144), n (%) Unadjusted Adjusted a DNH (n ¼ 124), n (%) Total (n ¼ 268), n (%) Characteristics #85 years 134 (50.0) 57 (46.0) 77 (53.5) 1.4 (0.8e2.2) d Male 38 (14.2) 11 (8.9) 27 (18.8) 2.4 (1.1e5.0) b 2.3 (1.1e5.0) b Nonwhite 28 (10.4) 4 (3.2) 24 (16.7) 6.0 (2.0e17.8) b 5.6 (1.9e17.0) b Score on Bedford Alzheimer Nursing Severity Subscale, c mean (SD) 21.2 (2.3) 21.3 (2.5) 21.0 (2.0) 1.0 (0.9e1.1) d Score ¼ 0 on the Test for Severe Impairment (TSI) d 226 (84.3) 107 (86.3) 119 (82.6) 0.8 (0.4e1.5) d Percutaneous endoscopic gastrostomy tube 19 (7.1) 3 (2.4) 16 (11.1) 5.0 (1.4e17.7) b 4.0 (1.1e14.5) b Acute illness e 90 days before DNH decision 74 (27.6) 34 (27.4) 40 (27.8) 1.0 (0.6e1.7) d Congestive heart failure 39 (14.6) 15 (12.1) 24 (16.7) 1.5 (0.7e2.9) d Active cancer 4 (1.5) 1 (0.8) 3 (2.1) 2.6 (0.3e25.5) d Chronic obstructive pulmonary disease 28 (10.4) 10 (8.1) 18 (12.5) 1.6 (0.7e3.7) d DNH ¼ do-not-hospitalize. a All variables associated with DNH with P < 0.10 in the unadjusted analysis were included in the adjusted analysis. b P < c Scores on the Bedford Alzheimer Nursing Severity Subscale range from 7 to 28; higher scores indicate greater functional disability. d Scores on the TSI range from 0 to 24; lower scores indicate greater cognitive impairment. The TSI was dichotomized as 0 or higher than 0. e Acute illness includes febrile episodes, pneumonia, or other major events such as fractures, strokes, or myocardial infarctions.

6 Table 2 Characteristics of Nursing Home Residents With Advanced Dementia Experiencing a Suspected Pneumonia and Their Association With Hospitalization (N ¼ 131) Characteristics Total (n ¼ 131), n (%) Proportion/Mean No Hospitalization (n ¼ 113), n (%) Odds (95% CI) of Hospitalization for Pneumonia a Hospitalization (n ¼ 18), n (%) Unadjusted Adjusted b #85 years 61 (46.6) 48 (42.5) 13 (72.2) 3.5 (1.2e10.5) c 3.8 (1.1e13.0) c Male 23 (17.6) 16 (14.2) 7 (38.9) 3.9 (1.3e11.4) c 3.4 (1.0e11.8) c Nonwhite 12 (9.2) 9 (8.0) 3 (16.7) 2.3 (0.6e9.5) d No do-not-hospitalize order 79 (60.3) 62 (54.9) 17 (94.4) 14.0 (1.8e108.7) c 13.2 (1.6e111.4) c Score on Bedford Alzheimer Nursing Severity Subscale, d mean (SD) 21.4 (2.0) 21.4 (2.1) 21.5 (1.6) 1.0 (0.8e1.3) d Score 0 on the Test for Severe Impairment (TSI) e 103 (78.6) 87 (77.0) 16 (88.9) 2.4 (0.5e11.2) e Percutaneous endoscopic gastrostomy tube 11 (8.4) 9 (8.0) 2 (11.1) 1.4 (0.3e7.3) d Congestive heart failure 29 (22.1) 27 (23.9) 2 (11.1) 0.4 (0.1e1.8) d Active cancer 1 (0.8) 1 (0.9) 0 (0.0) 0.0 (0.0eN) d Chronic obstructive lung disease 16 (12.2) 11 (9.7) 5 (27.8) 3.6 (1.1e11.9) c 4.4 (1.0e19.0) c Suspected aspiration 77 (58.8) 63 (55.8) 14 (77.8) 2.8 (0.9e9.0) d Unstable vital signs f 48 (36.6) 40 (35.4) 8 (44.4) 1.5 (0.5e4.0) d a Analyses are at the level of the pneumonia episode. Odds ratio reflects likelihood of resident being hospitalized vs. treatment in nursing home for the episode. b All variables associated with hospitalization with P < 0.10 in the unadjusted analysis were included in the adjusted analysis. c P < d Scores on the Bedford Alzheimer Nursing Severity Subscale range from 7 to 28; higher scores indicate greater functional disability. e Scores on the TSI range from 0 to 24; lower scores indicate greater cognitive impairment. The TSI was dichotomized as 0 or higher than 0. f Unstable vital signs defined by presence of any of the following: respiratory rate >30/minute; temperature >38.3 C; heart rate >125/minute; or systolic blood pressure <90 mm Hg. Vol. 46 No. 5 November 2013 Cost-Effectiveness of Hospitalization in Advanced Dementia 645

7 646 Goldfeld et al. Vol. 46 No. 5 November 2013 Table 3 Cost-Effectiveness Analyses of Not Having a DNH Order and Hospitalization for Suspected Pneumonia Among Nursing Home Residents With Advanced Dementia Outcomes No DNH Order Hospitalization for Suspected Pneumonia Incremental a expenditure (SD) $5972 ($1569) $3697 ($5981) Incremental a survival (days) (SD) 20.9 (22.0) 15.1 (54.5) Incremental a quality-adjusted survival (days) (SD) 3.7 (4.1) 9.7 (7.1) Incremental net benefit at selected levels of willingness-to-pay b $50,000/year $5465 ($1718) $5026 ($5859) $100,000/year $4958 ($1956) $6355 ($5928) $150,000/year $4451 ($2316) $7683 ($6144) Incremental cost-effectiveness ratio Incremental expenditure/quality-adjusted day $1614/day $381/day Incremental expenditure/quality-adjusted year $589,130/year $139,114/year DNH ¼ do-not-hospitalize. a Incremental comparison of treatment group (no DNH order and hospitalization for pneumonia) relative to nontreatment group (DNH order and no hospitalization for suspected pneumonia). b Incremental net benefit ¼ (willingness-to-pay incremental quality-adjusted survival [years]) incremental expenditure. Negative values indicate treatment strategy not cost effective at corresponding willingness-to-pay level. 1.6e111.4; and chronic obstructive pulmonary disease: AOR, 4.4; 95% CI, 1.0e19.0 (Table 2). In the adjusted analyses, there was an incremental increase in average Medicare expenditures of $3697 (SD, $5981) for residents who were hospitalized and an incremental loss in quality-adjusted survival of 9.7 QALD (SD, 7.1) or 0.03 QALY (SD, 0.02) (Table 3). At WTP levels of $50,000 and $150,000, the estimated INBs of hospitalization were $5026 (SD, $5860) and $7683 (SD, $6144), respectively. These negative INBs suggest that hospitalization for pneumonia was not cost effective. The estimated ICER was negative. The CEAC in Panel B of Fig. 1 shows the proportion of bootstrap samples with positive INBs for hospitalization at WTP levels ranging from $25,000 to $300,000/QALY. The proportion of positive INBs was below 20% for WTP up to $300,000. Sensitivity Analyses Sensitivity analyses suggest that not having a DNH order remained not cost effective at lower levels of WTP assuming low to moderate levels of unmeasured confounding (Fig. 2, Panels A1eA3). For example, Panel A3 presents the hypothetical condition whereby expenditures for residents without DNH orders would be 30% greater than those with the order. We further assumed that quality-adjusted survival for residents without a DNH order ranged from 10% to 50% greater (five lines on plot) compared with those with the order. At a WTP level of $75,000, the treatment approach was not cost effective (i.e., <90% of the INBs were positive) when confounding related to quality-adjusted survival was 30% or less. At a WTP of $100,000, the treatment approach remained not cost effective when unmeasured confounding related to qualityadjusted survival was 20% or less. When assuming expenditures for those without DNH orders are 30% less than those with DNH orders (Panel A1) or expenditures between the two groups are the same (Panel A2), the plots show that not having a DNH order is not cost effective at higher levels of WTP and assuming higher levels of unmeasured confounding with respect to quality-adjusted survival. Taken together, at levels of WTP less than $150,000 and unmeasured confounding with respect to quality-adjusted survival limited to 30%, not having a DNH order does not appear to be cost effective. The sensitivity analyses suggest that hospitalization for pneumonia remains not cost effective (Fig. 2, Panels B1eB3). For all WTP levels, and all levels of unmeasured confounding related to expenditures and qualityadjusted survival, hospitalization was not cost effective (i.e., <90% of INBs were positive). Discussion This study found that more aggressive treatment strategies leading to hospitalization are not cost effective for NH residents with advanced dementia compared with approaches that avoid hospitalization. This suggests that clinical and policy initiatives aimed at avoiding hospitalization may reduce Medicare spending

8 Vol. 46 No. 5 November 2013 Cost-Effectiveness of Hospitalization in Advanced Dementia 647 Fig. 1. Cost-effectiveness analysis (CEA) bootstrap and CEA curves (CEACs). Panel A presents the costeffectiveness results for not having a DNH order. Panel B presents the cost-effectiveness results for the hospitalization for pneumonia. In both panels, the left plot shows the bootstrap estimates of incremental Medicare expenditure ($1000 increments) ( y axis) against quality-adjusted survival (days) (x axis), demonstrating the variance of the joint estimates of expenditure and quality-adjusted survival. Two willingness-to-pay (WTP) lines are presented: $50,000/quality-adjusted life year (QALY) (dotted line) and $300,000/QALY (dashed line). All points below and to the right of these WTP lines are considered cost effective (i.e., positive incremental net benefits [INBs]). The plots on the right of each panel display the proportion of bootstrap estimates with positive INBs (i.e., cost effective) for each level of WTP from $25,000 to $300,000. Any point along the CEAC in which the proportion of positive INBs is 90% or greater can be considered cost effective. For example, in Panel A, only 20% of the INBs are positive at a WTP of $300,000. DNH ¼ do-not-hospitalize. and, at the same time, promote a higher quality end-of-life experience for these residents. To our knowledge, formal CEAs of treatment options for patients with terminal conditions, and specifically advanced dementia, have not been reported. 21 Prior studies of NH residents with advanced dementia have demonstrated the following: acute care accounts for a large proportion of their Medicare expenditures; 20,37,38 their mortality rate is high, especially after hospitalization or pneumonia; 13,19,39 and they experience substantial discomfort near the end of life. 13,14,19 This report links these findings by jointly estimating Medicare expenditures and quality-adjusted survival, demonstrating that decisions to hospitalize NH residents with advanced dementia are not cost effective. We examined two decisions pertaining to hospitalization: advance directives to avoid future hospital transfers in the event of an acute illness and decisions not to hospitalize when an acute illness (i.e., pneumonia) occurred. These concepts are clearly linked. In the CASCADE study, not having a DNH order was the factor most strongly associated with

9 648 Goldfeld et al. Vol. 46 No. 5 November 2013 Fig. 2. Sensitivity of CEAC estimates to unmeasured confounding. Without unmeasured confounding, the assumption is that average expenditure and quality-adjusted outcomes for the two groups (treated and untreated) would be the same if they received the same treatment. In the sensitivity analysis, the assumption was relaxed, and alternative plots of the CEACs were constructed based on three different sets of hypothetical conditions: 1) less costly residents tend to seek treatment, 2) no unmeasured confounding for expenditures, and 3) more costly residents tend to seek treatment. For each level of unmeasured confounding with respect to expenditures, five alternative CEACs were plotted based on different levels of unmeasured confounding with respect to qualityadjusted survival, ranging from 10% to 50%. For example, Panel A3 presents the hypothetical condition whereby expenditures under treatment for residents without DNH orders would be 30% greater than those with the order. At a willingness-to-pay level of $75,000, the treatment approach was not cost effective (i.e., less than 90% of the incremental net benefits were positive) if unmeasured confounding related to quality-adjusted survival was 30% or less. CEAC ¼ cost-effectiveness analysis curve; DNH ¼ do-not-hospitalize. hospitalization for an acute illness. 11 The presence of advance directives also is the most consistent factor associated with other markers of high-quality palliative care in advanced dementia, including lower feeding tube use, 40,41 fewer terminal hospitalizations, 6,11 better family satisfaction and mental health outcomes, 42,43 and greater hospice use. 44 The prolonged period of severe disability in advanced dementia, punctuated by predictable complications (e.g., infections), 13,45 provides optimal circumstances for advance care planning. However, in 2000, only 7.1% of U.S. NH residents with advanced dementia had DNH orders, 7 much lower than those in the CASCADE study. Thus, there is a great opportunity to promote more cost effective care by engaging their proxies in advance care planning about future hospitalizations. Pneumonia is the most frequent diagnosis precipitating hospitalization and often a terminal event among NH residents with advanced

10 Vol. 46 No. 5 November 2013 Cost-Effectiveness of Hospitalization in Advanced Dementia 649 dementia. 13,39,46 Observational studies suggest that treating pneumonia in the hospital, compared with the NH, does not improve their survival. 16,18,19,47 The negative incremental survival and quality-adjusted survival found here suggest that hospitalizations may actually be detrimental in advanced dementia. These patients commonly undergo uncomfortable interventions in the hospital that have associated risks and are of questionable clinical benefit (e.g., feeding tube insertions). 14,39,48,49 Care transitions also place them at risk for medical errors and adverse drug events. 50,51 NH residents with advanced dementia living in regions with higher health care transitions have been shown to experience worse end-oflife care. 6,49 This study has several limitations. CASCADE was an observational study; the possibility of unmeasured confounding (e.g., from comorbidities not included in the analyses) remains despite the robustness of the adjusted and sensitivity analyses. The relatively small sample size resulted in large variance estimates for some cost and quality-adjusted survival measures, particularly for the hospitalization analysis. Medicare expenditures were calculated from public sources, 20 an approach that likely underestimated costs. 27,37 Utility-based qualityof-life measures were estimated by mapping to health status measures, 31 albeit using previously validated methods. There also may have been inaccuracies in the ascertainment of utilization data; however, such errors are likely to be nondifferential between treatment groups. Medicaid expenditures were not examined but are much less variable than Medicare expenditures. 25 Finally, generalizability outside the Boston area is uncertain. In this era of fiscal restraint and health care reform, much attention has focused on reducing hospitalizations of NH residents for whom acute care is both costly and often unnecessary. 8,10,52,53 Although these concerns extend to residents with advanced dementia, there are additional compelling motivations to limit hospital transfers in this population. These residents are very near the end of life, have profound cognitive and functional disability, may be particularly traumatized by hospitalization, and most often desire comfort as their goal of care. Our findings help to quantify these concerns. In this very frail and terminally ill population, the added expenditures of hospitalizations are not sufficiently counterbalanced by additional quality-adjusted survival to justify such treatment. Policy strategies that change incentives to support caring for residents in the facility and avoiding hospitalizations are warranted. At the individual level, providers should be encouraged to engage proxies in advance care planning to establish whether hospitalization aligns with the goals of care. At the NH level, enhanced resources to provide both onsite palliative and acute care, and broader quality improvement initiatives that aim to reduce transfers, are needed. 8,18 Finally, policies that incentivize cost-effective care could have significant implications for the millions of Americans dying with dementia by promoting care that is less burdensome and costly and more consistent with preferences. Disclosures and Acknowledgments This study was supported in part by grants R01AG and K24AG (Dr. Mitchell) from the National Institute on Aging. The funding sources had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; or preparation of the article. None of the authors had any conflicts of interest in preparing this article. Two authors (Goldfeld and Mitchell) had full access to all the data in the study and take responsibility for the integrity of the data and accuracy of the data analysis. References 1. Murphy SL, Xu J, Kochanek KD. Deaths: preliminary data for Natl Vital Stat Rep 2011;60: 1e Mitchell SL, Kiely DK, Hamel MB. Dying with advanced dementia in the nursing home. Arch Intern Med 2004;164:321e Sachs GA, Shega JW, Cox-Hayley D. Barriers to excellent end-of-life care for patients with dementia. J Gen Intern Med 2004;19:1057e Di Giulio P, Toscani F, Villani D, et al. Dying with advanced dementia in long-term care geriatric institutions: a retrospective study. J Palliat Med 2008;11:1023e Mitchell SL, Teno JM, Miller SC, Mor V. A national study of the location of death for older

11 650 Goldfeld et al. Vol. 46 No. 5 November 2013 persons with dementia. J Am Geriatr Soc 2005;53: 299e Gozalo PL, Teno JM, Mitchell SL, et al. End-oflife transitions among nursing home residents with cognitive issues. N Engl J Med 2011;365:1212e Mitchell SL, Teno JM, Intrator O, Feng Z, Mor V. Decisions to forgo hospitalization in advanced dementia: a nationwide study. J Am Geriatr Soc 2007;55:432e Ouslander JG, Perloe M, Givens JH, et al. Reducing potentially avoidable hospitalizations of nursing home residents: results of a pilot quality improvement project. J Am Med Dir Assoc 2009;10: 644e Ouslander JG, Lamb G, Perloe M, et al. Potentially avoidable hospitalizations of nursing home residents: frequency, causes, and costs. J Am Geriatr Soc 2010;58:627e Ouslander JG, Berenson RA. Reducing unnecessary hospitalizations of nursing home residents. N Engl J Med 2011;365:1165e Givens JL, Selby K, Goldfeld KS, Mitchell SL. Hospital transfers of nursing home residents with advanced dementia. J Am Geriatr Soc 2012;60: 905e Luchins DJ, Hanrahan P. What is appropriate health care for end-stage dementia? J Am Geriatr Soc 1993;41:25e Mitchell SL, Teno JM, Kiely DK, et al. The clinical course of advanced dementia. N Engl J Med 2009;361:1529e Morrison RS, Ahronheim JC, Morrison GR, et al. Pain and discomfort associated with common hospital procedures and experiences. J Pain Symptom Manage 1998;15:91e Gaugler JE, Mittelman MS, Hepburn K, Newcomer R. Predictors of change in caregiver burden and depressive symptoms following nursing home admission. Psychol Aging 2009;24:385e Fried TR, Gillick MR, Lipsitz LA. Whether to transfer? Factors associated with hospitalization and outcome of elderly long-term care patients with pneumonia. J Gen Intern Med 1995;10: 246e van der Steen JT, Kruse RL, Ooms ME, et al. Treatment of nursing home residents with dementia and lower respiratory tract infection in the United States and The Netherlands: an ocean apart. J Am Geriatr Soc 2004;52:691e Loeb M, Carusone SC, Goeree R, et al. Effect of a clinical pathway to reduce hospitalizations in nursing home residents with pneumonia. JAMA 2006; 295:2503e Givens JL, Jones RN, Shaffer ML, Kiely DK, Mitchell SL. Survival and comfort after treatment of pneumonia in advanced dementia. Arch Intern Med 2010;170:1102e Goldfeld KS, Stevenson DG, Hamel MB, Mitchell SL. Medicare expenditures among nursing home residents with advanced dementia. Arch Intern Med 2011;171:824e Yang YT, Mahon MM. Palliative care for the terminally ill in America: the consideration of QALYs, costs, and ethical issues. Med Health Care Philos 2011;15:411e Mitchell SL, Kiely DK, Jones RN, et al. Advanced dementia research in the nursing home: the CAS- CADE study. Alzheimer Dis Assoc Disord 2006;20: 166e Reisberg B, Ferris S, de Leon B, Crook T. The global deterioration scale for assessment of primary degenerative dementia. Am J Psychiatry 1982;139: 1136e Bynum J, Rabins PV, Weller W, et al. The relationship between a dementia diagnosis, chronic illness, Medicare expenditures, and hospital use. J Am Geriatr Soc 2004;52:187e Miller SC, Intrator O, Gozalo P, et al. Government expenditures at the end of life for short- and long-stay nursing home residents: differences by hospice enrollment status. J Am Geriatr Soc 2004; 52:1284e Hogan C, Lunney J, Gabel J, Lynn J. Medicare beneficiaries costs of care in the last year of life. Health Aff (Millwood) 2001;20:188e Zhang B, Wright AA, Huskamp HA, et al. Health care costs in the last week of life: associations with end-of-life conversations. Arch Intern Med 2009;169:480e Albert M, Cohen C. The test for severe impairment: an instrument for the assessment of patients with severe cognitive dysfunction. J Am Geriatr Soc 1992;40:449e Volicer L, Hurley AC, Lathi DC, Kowall NW. Measurement of severity in advanced Alzheimer s disease. J Gerontol 1994;49:M223eM Volicer L, Hurley AC, Blasi ZV. Scales for evaluation of end-of-life care in dementia. Alzheimer Dis Assoc Disord 2001;15:194e Goldfeld KS, Hamel MB, Mitchell SL. Mapping health status measures to a utility measure in a study of nursing home residents with advanced dementia. Med Care 2012;50:1e Robins JM, Hernan M, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000;11:550e Willan AR, Lin DY, Cook RJ, Chen EB. Using inverse-weighting in cost-effectiveness analysis with censored data. Stat Methods Med Res 2002;11: 539e Shiroiwa T, Sung YK, Fukuda T, et al. International survey on willingness-to-pay (WTP) for one additional QALY gained: what is the threshold of cost effectiveness? Health Econ 2010;19:422e437.

12 Vol. 46 No. 5 November 2013 Cost-Effectiveness of Hospitalization in Advanced Dementia Briggs AH, O Brien BJ, Blackhouse G. Thinking outside the box: recent advances in the analysis and presentation of uncertainty in cost-effectiveness studies. Annu Rev Public Health 2002;23:377e Brumback B, Hernan M, Haneuse SJPA, Robins JM. Sensitivity analyses for unmeasured confounding assuming a marginal structural model for repeated measures. Stat Med 2004;23:749e Zhu CW, Scarmeas N, Torgan R, et al. Longitudinal study of effects of patient characteristics on direct costs in Alzheimer disease. Neurology 2006;67: 998e Zimmerman S, Gruber-Baldini AL, Hebel JR, et al. Nursing home characteristics related to medicare costs for residents with and without dementia. Am J Alzheimers Dis Other Demen 2008;23:57e Morrison RS, Siu AL. Survival in end-stage dementia following acute illness. JAMA 2000;284: 47e Mitchell SL, Kiely DK, Lipsitz LA. The risk factors and impact on survival of feeding tube placement in nursing home residents with severe cognitive impairment. Arch Intern Med 1997;157: 327e Mitchell SL, Teno JM, Roy J, Kabumoto G, Mor V. Clinical and organizational factors associated with feeding tube use among nursing home residents with advanced cognitive impairment. JAMA 2003;290:73e Engel SE, Kiely DK, Mitchell SL. Satisfaction with end-of-life care for nursing home residents with advanced dementia. J Am Geriatr Soc 2006; 54:1567e Givens JL, Prigerson HG, Jones RN, Mitchell SL. Mental health and exposure to patient distress among families of nursing home residents with advanced dementia. J Pain Symptom Manage 2011; 42:183e Kiely DK, Givens JL, Shaffer ML, Teno JM, Mitchell SL. Hospice use and outcomes in nursing home residents with advanced dementia. J Am Geriatr Soc 2010;58:2284e Gill TM, Gahbauer EA, Han L, Allore HG. Trajectories of disability in the last year of life. N Engl J Med 2010;362:1173e Chen J-H, Lamberg JL, Chen Y-C, et al. Occurrence and treatment of suspected pneumonia in long-term care residents dying with advanced dementia. J Am Geriatr Soc 2006;54:290e Kruse RL, Mehr DR, Boles KE, et al. Does hospitalization impact survival after lower respiratory infection in nursing home residents? Med Care 2004;42:860e Ahronheim JC, Morrison RS, Baskin SA, Morris J, Meier DE. Treatment of the dying in the acute care hospital: advanced dementia and metastatic cancer. Arch Intern Med 1996;156: 2094e Teno JM, Mitchell SL, Skinner J, et al. Churning: the association between health care transitions and feeding tube insertion for nursing home residents with advanced cognitive impairment. J Palliat Med 2009;12:359e Moore C, Wisnivesky J, Williams S, McGinn T. Medical errors related to discontinuity of care from an inpatient to an outpatient setting. J Gen Intern Med 2003;18:646e Boockvar K, Fishman E, Kyriacou CK, et al. Adverse events due to discontinuations in drug use and dose changes in patients transferred between acute and long-term care facilities. Arch Intern Med 2004; 164:545e Grabowski DC, O Malley AJ, Barhydt NR. The costs and potential savings associated with nursing home hospitalizations. Health Aff (Millwood) 2007;26:1753e Polniaszek S, Walsh EG, Wiener JM. Hospitalizations of nursing home residents: Background and options. Washington, DC: U.S. Department of Health and Human Services, Available from Hosp.pdf. Acessed May 23, 2012.

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