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. Author manuscript; available in PMC: 2014 Mar 9.
Published in final edited form as: JAMA Intern Med. 2014 Mar 1;174(3):370–377. doi: 10.1001/jamainternmed.2013.13315

Scope and Outcomes of Surrogate Decision Making Among Hospitalized Older Adults

Alexia M Torke 1,2,3,4, Greg A Sachs 1,2,3, Paul R Helft 4,5, Kianna Montz 1,2, Siu L Hui 1,2,6, James E Slaven 6, Christopher M Callahan 1,2,3
PMCID: PMC3947481  NIHMSID: NIHMS546240  PMID: 24445375

Abstract

Importance

Hospitalized older adults often lack decisional capacity, but outside of the intensive care unit (ICU) and end-of-life care settings, little is known about the frequency of decision making by family members or other surrogates or its implications for hospital care.

Objective

To describe the scope of surrogate decision making, the hospital course and outcomes for older adults.

Design

Prospective, observational study.

Setting

Medical and Medical ICU services of two hospitals in one Midwest city.

Participants

1083 hospitalized older adults identified by their physicians as requiring major medical decisions.

Measures

Clinical characteristics, hospital outcomes, nature of major medical decisions and surrogate involvement.

Results

Based on physician reports at 48 hours of hospitalization, 47.4% (44.4%–50.4%) of older adults required at least some surrogate involvement including 23.0% (20.6% – 25.6%) with all decisions made by a surrogate. Among patients who required a surrogate for at least one decision within 48 hours, 57.2% required decisions about life sustaining care (mostly addressing code status), 48.6% about procedures and surgeries and 46.9% about discharge planning. Patients who required a surrogate experienced a more complex hospital course with greater use of ventilators (2.5% patients who made decisions, 13.2% patients who required any surrogate decisions, p<0.0001), artificial nutrition (1.7% patient, 14.4% surrogate, p<0.0001) and greater length of stay (median 6 days patient, 7 days surrogate, p<0.0001). They were more likely to be discharged to an extended care facility (21.2% patient, 40.9% surrogate, p<0.0001), and had higher hospital mortality (0.0% patient; 5.9% surrogate, p<0.0001). Most surrogates were daughters (58.9%), sons (25.0%) or spouses (20.6%). Overall, only 7.4% had a living will and 25.0% a health care representative document in the medical record.

Conclusion

Surrogate decision making occurs for nearly half of hospitalized older adults and includes both complete decision making by the surrogate and joint decision making by the patient and surrogate. Surrogates commonly face a broad range of decisions in both the ICU and the hospital ward setting. Hospital functions should be redesigned to account for the large and growing role of surrogates and to support surrogates as they make health care decisions.


As the population ages, a greater number of hospitalized older adults will present with impaired cognition due to a rising prevalence of Alzheimer’s disease,1 delirium2 and other related disorders. Such patients often face major decisions about their medical care at a time when they cannot communicate their preferences or participate in decision making. Prior research examining hospitalized adult patients of all ages has shown that between 25%3 and 40%4 lacked the capacity to make medical decisions based on standardized assessment, and studies of hospitalized older adults report that 43% suffer from some degree of cognitive impairment.5

When patients cannot make decisions, clinicians turn to surrogate decision makers. The surrogate is most commonly a close family member who in some cases has been previously chosen by the patient as a Health Care Power of Attorney. The presence of a surrogate requires fundamental changes in the way that clinicians communicate and make decisions.6,7 There is some evidence that key decisions such as writing Do Not Resuscitate orders may even be delayed when surrogates are required to make these decisions.8 Prior studies of decision making capacity in the hospital have not examined how often surrogates are called upon to make decisions or described the decisions encountered by surrogates.35

Research on the topic of surrogate decision making has instead focused on surrogates’ accuracy in hypothetical situations regarding future decision making,9 identified the burdens and distress experienced by surrogates, 1017 and described surrogate perspectives on various aspects of decision making.1821 However, the majority of this work has focused on decision making in the ICU,17,18,2022 the nursing home10,11 or in the setting of end of life care.12,14,22

We were unable to identify previous studies that describe the scope of surrogate decision making as it actually occurs among hospitalized older adults, including the frequency of the decisions, the nature of the decisions and the outcomes for the patients. To better understand these issues, we conducted a prospective, observational study of surrogate decision making for hospitalized adults 65 and older. Data about the scope and magnitude of surrogate decision making for older adults can help us redesign hospital care to more effectively provide for the needs of aging patients and their families.

METHODS

Setting

The study was conducted on the inpatient medicine and medical ICUs of two hospitals in one Midwestern city. The first was a university-affiliated, 316-bed urban, public hospital with over 15,000 admissions/year. The second was a 1462-bed university-affiliated tertiary care referral center that has over 58,000 admissions/year. Both hospitals are staffed by medical school faculty and train fellows, residents and students. The study was approved by the Indiana University Institutional Review Board.

Patients

The population for this study included all patients 65 and older admitted to the medicine and medical ICU services of the two target hospitals during the 38 month recruitment period (November 2008–December 2011). During each weekday, we identified potentially eligible patients using the electronic medical record. To be eligible, patients had to be hospitalized for at least 48 hours, in order to focus on patients admitted for serious illness rather than brief stays or elective admissions for procedures. Patients were ineligible if they had been discharged or died prior to 48 hours of admission, had been enrolled during a prior admission did not speak English, were currently incarcerated or if there was no available surrogate (Figure 1).

Figure 1.

Figure 1

Enrollment of Study Participants

After each identified patient was hospitalized for at least 48 hours, the most junior physician (intern, resident, fellow or attending) caring for the patient was paged by a research assistant and asked to complete a 3–5 minute screening interview regarding decision making for that patient (Figure 1). We periodically gave brief presentations of the study to physicians to encourage their assistance with enrollment. Physician interviews were conducted between 48 hours and 4 days after admission. We asked the physician to identify whether any predefined major interventions had been considered by the medical team during the first 48 hours of admission for that patient, including: 1) decisions regarding life sustaining care (e.g. code status, intubation, artificial nutrition); 2) decisions regarding procedures and surgeries that required written informed consent; and 3) decisions about hospital discharge to a skilled nursing facility or similar institution. For each intervention, the physician was asked whether there was surrogate involvement in decision making (categorized as patient decision, surrogate decision or joint patient/surrogate decisions) and the relationship of the surrogate to the patient. Physicians were paged on a daily basis until the enrollment window had passed.

We approached either the patient or the patient’s surrogate decision maker to obtain informed consent for further data collection. Patients were approached either at bedside during hospitalization or by phone up to 30 days after discharge. Surrogates were contacted at bedside or by phone during hospitalization or up to 30 days after discharge. We defined the surrogate as the person, other than the patient, whom the physician identified as the primary decision maker. For enrolled patients, data regarding patient characteristics, unit location (medical ICU, progressive ICU or hospital ward), hospital course and outcomes were obtained from both hospitals from the electronic Regenstrief Medical Record System (RMRS).23,24 The RMRS contains death certificate information from the Indiana State Board of Health and the National Death Index. We used Medicaid insurance as a proxy for low socio-economic status. After hospital discharge, professional research assistants reviewed clinician notes in the electronic medical record for major hospital events, the presence of advance directives, and illness severity for each patient during the first 24 hours of admission using the Cumulative Illness Rating Scale.25,26

Data analysis

We first determined the proportion of screened patients aged 65 and older who required at least one major decision and the number for whom surrogates participated in a major decision, based on physician report. We then compared the demographic characteristics (age, race, gender, SES) for patients enrolled in the study with those not enrolled. For all between-group comparisons on individual measures, we used Student’s t-tests or Wilcoxon non-parametric tests, depending on the distribution, for continuous variables and Fisher’s Exact tests for categorical variables. Estimated proportions were reported with their associated binomial confidence intervals.

For all enrolled subjects, we then compared patients who made their own medical decisions with those patients who had any surrogate involvement for: 1) patient characteristics, 2) hospital course and outcomes, and 3) types of decisions. Among the decisions that involved surrogates, we then examined whether patients who made their decisions jointly with the surrogates (joint group) differed from those patients whose surrogates made all the decisions (surrogate group). For these analyses, Chi-Square/Fisher’s Exact tests were used for categorical variables and Student’s t-tests/Wilcoxon tests for continuous variables, as appropriate. To identify independent patient characteristics that predicted which patients needed any surrogate in their decision making, we entered all variables that differed significantly between this group and patients who made their own decisions into a multivariable logistic regression model. These odds ratios of needing any surrogates were estimated with their associated confidence intervals. All statistical analyses were performed using SAS software (SAS v9.3, SAS Institute, Cary, NC).

RESULTS

Patient Characteristics

We identified 10,356 hospital admissions among patients 65 and older during the 38 month enrollment period (Figure 1). Of 3196 who were ineligible, 27 lacked any surrogate decision maker. We conducted 1598 physician interviews (Figure 1).

Based on physician reports, 1083 of 1598 hospitalized patients faced at least one major decision that was discussed with the patient or surrogate (67.8%; 95% Confidence Interval 65.7–70.3). Of these 1083 patients, we found that 47.4% (44.4%–50.4%) required at least some surrogate involvement; 23.0% (20.6% – 25.6%) had all decisions made by a surrogate and 24.4% (21.9% – 27.0%) had decisions made jointly by the patient and surrogate. In the ICU, surrogate decision making was even more common with surrogate involvement in 71.1% (63.8–77.5) of cases, with 43.4% (36.1–51.0) of patients relying solely on a surrogate and 27.7% (21.5–35.0) making joint decisions (Figure 2).

Figure 2.

Figure 2

Percentage of Patients Requiring Surrogate Decision Making, by Admission Location

Among the 1083 patients identified by their provider as having faced a major medical decision, we subsequently enrolled 597 (55.1%) for further investigation. Patients who were enrolled were similar to those not enrolled with respect to age (mean 76.1 v. 77.0, p=0.079), sex (64% female v. 60.8%, p=0.223), race (48.1% African American and 1.0% other v. 52.3% African American and 1.3% other, p=0.331) and SES (Medicaid 34.0% v. 31.4% p=0.463). Among all enrolled patients, the most common reason for incapacity was Alzheimer’s disease (39.4%), followed by altered mental status/encephalopathy secondary to acute medical illness (19.0%).

Patients with any surrogate involvement compared to those who made decisions on their own were older, more likely to be admitted from a nursing home, have a diagnosis of altered mental status, have Medicaid, have been admitted to an ICU, and were more seriously ill on admission (Table 1). In multivariable analyses, the odds of surrogate involvement remained significantly higher for those with an admission diagnosis of altered mental status, admission to the ICU and greater age. However, the majority of patients (55.1%) who required a surrogate were admitted to the general medicine wards rather than the ICU (Table 1).

Table 1.

Characteristics of Patients, Based on Decision Maker

Variable All n=597 Patient Decision Maker n=354 Any Surrogate Involvement in Decision Making
Joint n=141 Surrogate n=102 Surrogate +Joint n=243 Odds of needing any surrogate (Surrogate+Joint)c

N (%) N (%) N (%) N (%) pa N (%) pb ORb (95% CI)

Age 0.0180 < 0.0001
 85+ vs. 100 (16.8) 35 (9.9) 29 (20.6) 36 (36.0) 65 (26.8) 6.40 (3.21–12.75)
 75–84 215 (36.0) 112 (31.6) 63 (44.7) 40 (39.2) 103 (42.4) 3.26 (1.86–5.71)
 70–74 121 (20.3) 84 (23.7) 28 (19.9) 9 (8.8) 37 (15.2) 1.66 (0.87–3.16)
 64–69 161 (27.0) 123 (34.8) 21 (14.9) 17 (16.7) 38 (15.6) Ref

Gender (Female) 385 (64.5) 237 (67.0) 87 (61.7) 61 (59.8) 0.7647 148 (60.9) 0.1295 0.69 (0.45–1.07)

Race 0.6272 0.4289
 White 304 (50.9) 181 (51.1) 75 (53.2) 48 (47.1) 123 (50.6) Ref
 Black 287 (48.1) 171 (48.3) 64 (45.4) 52 (51.0) 116 (47.7) 0.93 (0.59–1.45)
 Other 6 (1.0) 2 (0.6) 2 (1.4) 2 (2.0) 4 (1.7) 2.32 (0.20–27.36)

Medicaid 203 (34.0) 111 (31.4) 43 (30.5) 49 (48.0) 0.0054 92 (37.9) 0.0993 1.57 (0.98–2.50)

Admitted from Nursing Home 66 (11.1) 22 (6.2) 17 (12.1) 27 (26.5) 0.0040 44 (18.1) < 0.0001 1.61 (0.81–3.18)

Altered Mental Statusd 73 (12.3) 15 (4.3) 21 (14.9) 37 (36.3) 0.0001 58 (23.9) < 0.0001 10.54 (6.51–17.06)

Site of Admission 0.0198 < 0.0001
 Floor 407 (68.2) 273 (77.1) 82 (58.2) 52 (51.0) 134 (55.1) Ref
 Progressive ICU 98 (16.4) 51 (14.4) 32 (22.7) 15 (14.7) 47 (19.3) 1.74 (0.98–3.09)
 ICU 92 (15.4) 30 (8.5) 27 (19.2) 35 (34.3) 62 (25.5) 3.36 (1.81–6.24)

Illness Severity 22.19 (5.42) 21.45 (5.24) 22.78 (5.11) 23.96 (5.97) 0.0996 23.28 (5.51) < 0.0001 1.03 (0.98–1.07)
a

compared to joint group

b

compared to patient group

c

Adjusted for age, gender, race, Medicaid, admission status, altered mental status, site of admission, illness severity and hospital

d

Primary admission diagnosis

Types of Surrogates and Decisions

Among patients facing any major decision, 57.2% of patients with a surrogate required a decision about life sustaining care within the first 48 hours of admission, and nearly half required decisions about procedures and surgeries (48.6%) and discharge planning (46.9%; Table 2). Patients with any surrogate were more likely to encounter decisions regarding life-sustaining therapy and placement. Most decisions regarding life sustaining care involved code status and ventilators. The most common procedures were gastrointestinal endoscopy, cardiac catheterization and central venous catheterization. Discharge planning most commonly involved placement of the hospitalized patient in a skilled nursing facility.

Table 2.

Decisions Discussed within the First 48 Hours of Hospitalization, Based on Decision Maker

Variable All n=597 Patient Decision Maker n=354 Surrogate Decision Maker n=243

N (%) N (%) N (%) Pa

Life sustaining therapy

At least one decision in 48 h 294 (49.3) 155(43.8) 139 (57.2) 0.0015

Life sustaining therapies decisions
 Code status 273 (45.7) 145 (41.0) 128 (52.7) 0.0058
 Ventilator 17 (2.9) 5 (1.4) 12 (4.9) 0.0212
 Artificial nutrition 0 (0) 0 (0) 0 (0) n/a
 Dialysis 6 (1.0) 4 (1.1) 2 (0.8) 0.7121
 Left ventricular assist device 0 (0) 0 (0) 0 (0) n/a

Procedures/surgeries

At least one decision in 48 h 309 (51.8) 191 (54.0) 118 (48.6) 0.2114

Top 5 most common procedures
 Endoscopy 60 (10.1) 36 (10.2) 24 (9.9) 0.9069
 Cardiac catheterization 40 (6.7) 35 (9.9) 5 (2.1) 0.0002
 Central venous line 30 (5.0) 7 (2.0) 23 (9.5) <0.0001
 Blood transfusion 25 (4.2) 14 (4.0) 11 (4.5) 0.7318
 Bronchoscopy 13 (2.2) 8 (2.3) 5 (2.1) 0.8679

Discharge Planning

At least one discharge plan in 48 h 230 (38.5) 116 (32.8) 114 (46.9) <0.0001

Discharge location discussed
 Nursing home/rehab 179 (30.2) 87 (24.9) 92 (38.0) 0.0006
 Home hospice 24 (4.1) 9 (2.6) 15 (6.2) 0.0278
 Inpatient hospice 8 (1.4) 4 (1.1) 4 (1.7) 0.5972
 Other 38 (26.3) 27 (7.7) 11 (4.6) 0.1220
a

compared to patient group

Surrogates were most commonly daughters (58.9%), sons (25.0%) or spouses (20.6%). Of patients with surrogate decisions, 17.7% had more than one primary surrogate identified by the physician. Overall, only 7.4% of patients had a living will and 25.0% had a health care representative documented in the medical record. These documents were not significantly more common for patients with surrogates.

Hospital Course and Outcomes

Patients requiring any surrogate decision making experienced a more complex hospital course with greater numbers of transfers between medical teams, higher incidence of sepsis and urinary tract infections during hospitalization, higher use of ventilation and artificial nutrition, and longer lengths of stay (Table 3). They also differed in discharge disposition. Specifically, they were more likely to be discharged to an extended care facility (21.2% patient, 40.9% surrogate, p<0.0001) and had higher hospital mortality (0.0% patient; 5.9% surrogate, p<0.0001) and total 30-day mortality (1.1% patient, 7.4% surrogate, p<0.0001).

Table 3.

Hospital Course and Outcomes, Based on Decision Maker

Variable All n=597 Patient Decision Maker, n=354 Surrogate Decision Maker n=243

N (%) N (%) N (%) Pa

Number of Team Changes 0.0009
 0 523 (87.6) 323 (91.2) 200 (82.3)
 1 57 (9.6) 21 (5.9) 36 (14.8)
 2 15 (2.5) 10 (2.8) 5 (2.1)
 3 or more 2 (0.3) 0 (0) 2 (0.8)

DNR order during admission 66 (11.1) 32 (9.0) 34 (14.0) 0.0580

Clinical events during admission
 Pulmonary Embolus 1 (0.2) 1 (0.3) 0 0.4070
 Myocardial Infarct 29 (4.9) 17 (4.8) 12 (4.9) 0.9395
 Fall 5 (0.8) 2 (0.6) 3 (1.2) 0.3778
 Urinary Tract Infection 114 (19.1) 50 (14.1) 64 (26.3) 0.0002
 Sepsis 58 (9.7) 25 (7.1) 33 (13.6) 0.0082
 Stroke 8 (1.3) 4 (1.1) 4 (1.7) 0.5900

Interventions during admission
 Artificial Ventilation 41 (6.9) 9 (2.5) 32 (13.2) < 0.0001
 Cardiac Arrest/Resuscitation 3 (0.5) 3 (0.9) 0 0.2747
 Artificial Nutrition 41 (6.9) 6 (1.7) 35 (14.4) < 0.0001
 Dialysis 39 (6.5) 24 (6.8) 15 (6.20) 0.8667

Length of Stay (Median, range) 6 (1 – 40) 6 (2 – 27) 7 (1 – 40) < 0.0001

Discharge Location < 0.0001
 Home 258 (43.3) 201 (56.8) 57 (23.6)
 Home with Home Health 99 (16.6) 59 (16.7) 40 (16.5)
Care 174 (29.2) 75 (21.2) 99 (40.9)
 Extended Care Facility 16 (2.7) 5 (1.4) 11 (4.5)
 Hospice 13 (2.2) 7 (2.0) 6 (2.5)
 Other Hospital 23 (3.9) 7 (2.0) 16 (6.6)
 Long Term Acute Care 14 (2.3) 0 (0) 14 (5.8)
Hospital
 In-Hospital Mortality

In Hospital Mortality 14(2.5) 0 (0) 14 (5.9) < 0.0001

Total 30 Day Mortality 22 (3.7) 4 (1.1) 18 (7.4) < 0.0001
a

compared to patient group

DISCUSSION

Our observational study found that 68% of hospitalized older adults face at least one major decision in the first 48 hours of hospitalization. Surrogate decision makers were involved in these decisions for nearly half of these older adults (47%). The majority of patients who required a surrogate faced decisions about life sustaining care, and nearly half faced decisions about procedures and surgeries or discharge placement. Although we found that ICU admission is associated with higher levels of surrogate decision making, the majority of patients who required a surrogate were admitted to the general medicine service, suggesting surrogate decision making is a common phenomenon in this setting. These findings have important implications for hospital medicine and public health. In the care of hospitalized older adults, clinicians can assume that they will be in partnership and communicating with surrogate decisions makers nearly half the time when making major medical decisions.

We report a higher frequency of surrogate decision making than past studies (25–40%), which may be due to the older age of patients in the current study and exclusion of patients admitted for brief elective or observational stays. Our estimate of 47% of surrogate decision making among hospitalized elders was based on physician reports and therefore reflects that proportion of patients for whom a surrogate was in fact consulted. This may be an underestimate of the number of patients who needed a surrogate, given the finding that clinicians overestimate patients’ decision making capacity.3,4 We found that in many cases, decisions are made jointly by surrogates and patients who are partially or temporarily incapacitated. When both parties are involved, communication and decision making involves a triad including the patient, surrogate, and clinician, which adds additional complexity to the communication process.27,28

An important implication of our findings is that novel approaches to support decision making and communication in the hospital setting must include a focus on incapacitated patients and explicitly address the role of surrogate decision makers. The current hospital structures and routines of daily bedside rounds are built upon the assumption that the patient can both provide historical information and make decisions independently. Perhaps because of this, there are substantial barriers to communication for surrogate decision makers.7 In the hospital, family members are considered “visitors” rather than crucial participants in their family member’s care. In-depth interviews with surrogates conducted as part of the current study found that surrogates often have trouble contacting hospital staff and struggle for information about the patient.19 Clinicians also frequently report making decisions with surrogates to be highly stressful.29 Prior studies point to strategies to improve family outcomes such as early family meetings in the ICU,30 or giving families increased time to speak during the meetings.31 Such communication strategies should be built into the hospital structure as a central element of good patient care and should not be limited to the ICU.

We found that patients who require a surrogate are sicker, have more in-hospital transfers of care, and are more likely to die. This is consistent with prior findings of worse hospital outcomes for patients with cognitive impairment.5,32,33 Given the high resource use and complexity of care, such patients should be a focus of efforts to provide high quality and effective medical care and to avoid care that is unnecessary or harmful. Geriatrics consultation may be able to aid in cases where decision making impairment is reversible, and palliative care consultation may improve communication for this group of patients.

We found that fewer than 25% of patients had a formal advance directive such as a living will or health care proxy available in the chart. This percentage is similar to prior studies of the US population, which found that 18–30% of Americans have such documentation.34 It is likely that some completed documents were not available in the medical record during hospitalization at the time when they were most likely to be beneficial.35 There is clearly a continued need to improve the frequency of advance directive completion as well as systems interventions to improve their availability at time of decision making.36

Recent work in the area of advance care planning has broadened its focus to include preparing patients and surrogates for a future time when they may need to make decisions.37 Our study suggests that when surrogates are needed in the hospital, they will frequently face decisions about code status, procedures and placement, often in the setting of a critically ill or dying patient. Our findings could be used to develop novel interventions to inform potential surrogates about what they are likely to face and to prepare them for the task ahead.

Finally, given the fact that over 13 million older adults are admitted to the hospital annually, many family members are at risk for the substantial burdens associated with surrogate decision making, such as post-traumatic stress, depression and PTSD.15,17 Although the impact may be somewhat lower when the patient is older,38 further research is needed to better quantify and address the potential impact on family members, especially outside of the ICU in the general medicine setting.

Our study has several limitations. It was conducted in two hospitals in one metropolitan area and may not generalize to other settings. We recruited patients from medicine services, which may differ from surgery or other services. The involvement of surrogates was determined by physician interview, it reflects the extent to which physicians rely on surrogates but is not based on a formal assessment of decisional capacity. We were unable to contact physicians for 1770 potentially eligible patients (most commonly because physicians did not return pages), and it is possible that patients for whom we completed interviews differed from those for whom we did not. Physician interviews were conducted after 48 hours of hospitalization and therefore reflect a “snapshot” of decision making early in the hospital stay. We excluded patients with very brief overnight stays, which may have inflated the proportion with major decisions. Conversely, some patients may have had long, complex hospitalizations with major decisions that arose later in the hospital stay after our screening period. Finally, some decisions that we are counting as “major” may have seemed routine or straightforward to the clinicians or surrogates. A strength of our study was our method of patient identification and physician screening, which allowed us to prospectively collect real-time information about the process of decision making and the role of surrogates.

In conclusion, surrogate decision making is a very common occurrence for hospitalized older adults, and over half of surrogates face decisions about code status and other life-prolonging therapies. Although a variety of family members play a role, decisions are most commonly made by daughters without the help of living wills or previously appointed health care power of attorney forms. Furthermore, surrogate decision making involves patients who require high intensity care, have high resource utilization and are at high risk of death. They are therefore an important group on which to focus efforts at appropriate advance care planning and high quality decision making at the time of serious illness, including choosing appropriate medical interventions and fostering excellent communication with surrogate decision makers.

Supplementary Material

1

Acknowledgments

Dr. Torke was supported by a Geriatrics Health Outcomes Research Scholars Award from the John A. Hartford Foundation and the American Geriatrics Society and a career development award from the National Institute on Aging (K23AG031323). Dr. Callahan was supported by a Midcareer Investigator Award in Patient Oriented Research (K24 4682309). Dr. Sui was supported in part by the Indiana Clinical and Translational Sciences Institute funded, in part by the National Center for Research Resources and the National Center for Advancing Translational Sciences, National Institutes of Health, through Grant RR025761. The funding organizations did not play a role in design and conduct of the study; collection, management, analysis, and interpretation of the data; and preparation, review, or approval of the manuscript. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institute on Aging or the National Institutes of Health. All authors had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. Dr. Sachs serves as a consultant to the National Pharmacy and Therapeutics Committee of CVS Caremark and receives an honorarium for this role. This work was presented in part at the annual meeting of the Society of General Internal Medicine on April 25, 2013.

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