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Advance care planning for vulnerable older adults within an Accountable Care Organization: study protocol for the IMPACT randomised controlled trial
  1. Jennifer Gabbard1,
  2. NM Pajewski2,
  3. Kathryn E Callahan1,
  4. Ajay Dharod3,
  5. Kristie Foley4,
  6. Keren Ferris5,
  7. Adam Moses3,
  8. Carl Grey1,
  9. Jeff Williamson1
  1. 1Department of Internal Medicine, Section of Gerontology & Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
  2. 2Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
  3. 3Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
  4. 4Department of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
  5. 5Department of Internal Medicine,Section of Gerontology & Geriatric Medicine, Wake Forest Baptist Medical Center, Winston-Salem, North Carolina, USA
  1. Correspondence to Dr Jennifer Gabbard; jgabbard{at}


Introduction Patients with multimorbidity plus additional impairments (eg, mobility limitations, disability, cognitive impairments or frailty) are at the highest risk for poor healthcare outcomes. Advanced care planning (ACP) provides patients and their surrogates the opportunity to discuss their goals, values and priorities for healthcare—particularly in the context of end-of-life care. ACP discussions promote more person-centred care; however, it is currently underused. There is a tremendous need for systematic, scalable approaches to individualised ACP that promotes patient and family engagement. Here we describe the study protocol for a randomised effectiveness trial of a nurse navigator and informatics intervention designed to improve the documentation and quality of ACP discussions.

Methods and analysis This is a randomised, pragmatic, effectiveness trial; patients aged 65 years and older who have multimorbidity plus impairments in either physical function (eg, mobility limitations or disability) or cognition, and/or frailty within an affiliated Accountable Care Organization were eligible. The electronic health record was used to develop an automatic prescreening system for eligible patients (n=765) and participants were randomised in a 1:1 ratio to either the nurse navigator-led ACP pathway or usual care. Our primary outcomes are documentation of ACP discussions within the EHR along with the quality of ACP discussions. Secondary outcomes include a broad range of ACP actions (eg, usage of ACP billing codes, choosing a surrogate decision-maker and advance directive documentation). Outcomes will be measured over 12 months of follow-up.

Ethics and dissemination This study has been approved by the appropriate Institutional Review Boards and is guided by input from patient and clinical advisory boards. The results of this study will inform a scalable solution to ACP discussions throughout our healthcare system and statewide.

Trials registration number NCT03609658.

  • advance care planning
  • electronic health record
  • goals of care
  • end of life care
  • advance care directives

This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See:

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Strengths and limitations of this study

  • This study addresses gaps in advance care planning (ACP) for at-risk, vulnerable older adults.

  • An automatic prescreening system was designed to identify vulnerable older adults within the electronic health record (EHR) to improve recruitment.

  • Nurse navigators are used in this study for ACP previsit planning over the telephone to improve patient engagement.

  • Integrating provider facing EHR ACP tools is an innovative method to improve ACP discussions, documentation and promote engagement.

  • This study is only occurring within an Accountable Care Organization population in North Carolina, thus may have limited generalisability.


One-fifth of the total US population will be over the age of 65 by 2050.1 2 Inevitably, there will be a corresponding surge in those with multiple chronic conditions (‘multimorbidity’) along with an associated increase in healthcare expenditures.1–6 Multimorbidity has been associated with (1) poor patient health outcomes, including depression, polypharmacy, socioeconomic deprivation, poorer quality of life and decreased satisfaction with care; and (2) increased overall health system costs, primarily due to increased healthcare utilisation and burdensome care.7–18 Yet, multimorbidity alone does not identify the subset of older adults at greatest need of assistance with care planning.19 20 Evidence is emerging that persons with multimorbidity plus impairments in either function, cognition and/or frailty are at the highest risk for poor outcomes with respect to disability and mortality, above and beyond the risk attributable to individual diseases.2 18 20–25 Here, we label these patients as vulnerable older adults: adults 65 years and older who have multimorbidity plus impairments in either physical function (eg, mobility disability), cognition and/or frailty. At present, the care of vulnerable older adults is marked by fragmented healthcare focused on disease-based treatments, lengthy and recurrent hospital stays and higher healthcare cost through the end of life.26–29 Studies have shown that older adult’s preserved functional health status is a prerequisite for higher quality of life, and functional decline is a strong prognostic indicator.25 30 31 As opposed to a disease-based approach to healthcare, a function-based and goal-based approach for patients at risk for worse outcomes can help inform advance care planning in vulnerable older adults.32

The use of patient-level variables that are gathered during routine medical care within the electronic health record (EHR) allows for easier patient identification for implementing pragmatic clinical trials.33 Recruiting patients directly from the EHR allows for prescreen eligibility prior to approaching potential participants to help facilitate patient recruitment.34 Thus, we propose to promote advance care planning (ACP) conversations by first using the EHR for automatic prescreening for vulnerable older adults, and then developing a new outpatient ACP documentation system that promotes easy documentation along with providing a central location for documented goals of care discussions within the EHR. Second, we will leverage nurse navigators as the first point of contact for ACP discussions to assist in patient engagement. Nurse navigators already function well in engaging patients with care coordination, patient education and connections to community-based resources. The proposed project is a natural extension of their role and empowers the nurses to use their skills in a new capacity. Studies have shown that the use of nurse navigators in ACP is feasible.35–37 Third, we will use the Medicare annual wellness visit to optimise ACP discussions between the patient and their care provider. Our overall hypothesis is that in a primary care setting, a nurse navigator-led ACP pathway will improve ACP documentation within the EHR as compared with usual care and will improve provider–patient communication about goals of care.

Materials and analysis

Study overview

This study is a randomised, pragmatic, effectiveness trial for determining better ways to engage vulnerable older adults and their family members in ACP through a nurse navigator-led pathway (intervention arm) versus usual care (control arm; figure 1). A new ACP documentation system that allows for the use of discrete data elements was created into the EHR (Epic Systems Corporation) to allow for easy documentation and tracking of ACP discussions in an outpatient setting. A linkage to the advance directive tab within the EHR was also created along with a new visit type called ACP,38 39 so that all documented goals of care discussions could be found easily in a central location within the EHR. Since nurse navigators were not involved in discussing ACP with patients prior to this study, they were trained in ACP by taking the First Steps ACP Facilitator Certification Course training provided by Respecting Choices (RC) to help facilitate discussions.40 41RC is an internationally recognised, evidence-based model of ACP that creates a healthcare culture of person-centred care: care that honours an individual’s goals and values for current and future healthcare. Training consisted of one full day (8 hours) working with a trained facilitator to hone interviewing skills related to ACP, and included small group work, didactics, videos, case scenarios, role-playing, debriefing and self-reflection. A pretest and post-test were also given. In addition, nurse navigators and providers completed a 1 hour training session to review the new ACP documentation programme and observe a short role-play of a goals of care discussion. An automated EHR screening system using existing data within the EHR was created to prescreen eligible patients.

Figure 1

IMPACT study flow diagram. IMPACT, Integrated Multidisciplinary Patient and Family Advance Care Planning Trial, ACP, advance care planning; EHR, electronic health record; PCP, primary care provider.

Eligible patients (n=765) were randomised using a 1:1 ratio to either the nurse navigator-led ACP pathway (intervention arm) or usual care (control arm). Permission from primary care providers (PCPs) was obtained to allow the study team to inform their patients about the study using an opt-out strategy. Only those who were randomised to the nurse navigator-led pathway (intervention arm) will be approached for recruitment. Patients who agree to participate will be consented over the telephone and will be screened for eligibility. Nurse navigators will complete a brief previsit ACP discussion with the patient over the telephone to help prime and better engage patients in ACP prior to their provider visit. The new ACP telephone documentation system will be used to document these discussions, which will automatically generate a note that will be forwarded to the PCP. After completion of the telephone ACP discussion, patients will be mailed an ACP packet (which will include additional information about ACP and a copy of an advance directive to review) and scheduled for an in-person dyad visit (patient and their surrogate decision-maker or loved one) with their PCP. All visits will be scheduled in conjugation to the patient’s Medicare annual wellness visit, unless unable to occur (since can only occur once per year), and if so, will be scheduled as a separate ACP visit alone. PCPs will then complete an ACP dyad visit and document that discussion using the new ACP documentation system. After the visit, patients will be asked to complete a patient engagement survey.42 In order to ensure transparency, ACP notes have been systematically programmed to be available to provider’s inline with the code status documentation and in the advance directive tab within the EHR.

Study setting

The geographic region for our intervention is the Piedmont Triad area of North Carolina, which is the north-central part of the state and contains 12 counties.43 The population is estimated at 1.69 million, making it the 30th largest metropolitan area in the USA. In the region, 22.2% of the residents are African–American, and 15.9% of the residents are aged 65 and older.43 Wake Forest Baptist Health (WFBH) is the only academic medical centre in this 12-county region. WFBH, having recently acquired Cornerstone Health Care, supports more than 200 clinical practice sites in 80 locations throughout central North Carolina. Since 2012, all WFBH locations use an epic-based EHR, which is a single instance, enterprise-wide platform that supports integrated clinical, billing and ancillary applications. Recruitment for this trial occurred at eight separate primary care clinics associated with the WFBH network. Sites were selected in both urban and rural settings across five different counties in North Carolina to help with recruitment of racially and ethnically diverse and low-income populations.

Randomisation procedures

Patients were randomised (n=765) using a 1:1 ratio to either the nurse navigator-led ACP pathway (intervention arm) or usual care (control arm). We used a Zelen’s design44–48for this study, which is a pragmatic clinical trial design whereby all participants are randomised prior to informed consent, and then only patients randomised to the interventional arm will be approached for consent and subsequently enrolled in the intervention group. Note that patients who do not consent to the intervention will still be counted as part of the intervention group under an intent-to-treat paradigm, which necessitates passive ascertainment mechanisms for outcomes (ie, administrative claims or the EHR). One appealing aspect of Zelen’s design is that it facilitates estimating real-world effectiveness, as we will be able to estimate the rate at which patients decline to consent for the study, or refuse the nurse navigator intervention, which then factors into overall estimates of effectiveness. In addition, others have pointed out that the Zelen’s design is ethical and particularly useful within the context of trials of screening interventions, where the desire is to estimate an effect on the entire population of eligible patients.45 46

Eligibility criteria

Patients were eligible for this study if they were affiliated with an Accountable Care Organization, were aged 65 and older, had seen their PCP within the past 12 months, who had multimorbidity defined by Charlson Comorbidity Index of 3 or higher,49 plus impairments in either physical function (eg, mobility limitation or disability), cognition and/or frailty50 (table 1). Their PCP gave permission to study staff to contact patients about the study. Patients were excluded if they had moderate-to-severe hearing loss (due to use of a phone intervention), were non-English speakers (since not all navigators speak a second language, subtleties may have not been conveyed effectively), if no phone number was available, and if they had significant memory impairments based on a Short Portable Mental Status Questionnaire (SPMSQ) score of ≥5 or a score of ≥6 or higher for those with only a grade school education.51 52 Since ACP is an iterative process, participants with prior ACP experiences (eg, an advance directive found with the EHR) were excluded. Patients on hospice, in a long-term care facility, or who transferred care to a different PCP were also excluded from the study.

Table 1

Inclusion and exclusion criteria of study participants

Recruitment and retention

We obtained a Health Insurance Portability and Accountability Act waiver to access patients' names, age, race/ethnicity, gender, primary language, phone numbers, addresses, medical record numbers, diagnoses, lab results, medication lists, payer source, as well as dates of outpatient primary care clinic appointments in the past 2 years, other appointments, hospitalisations and emergency room visits in the past 2 years and the name of patients' outpatient primary care providers. From this data, an automated EHR screening system was created to prescreen eligible patients. This system then generated a list of patients who met our inclusion criteria. Prescreened eligible patients (n=765) from our eight sites were then randomised using a 1:1 ratio to either the nurse navigator-led ACP pathway (intervention arm) or usual care (control arm).

Nurse navigators will be used to recruit eligible patients for the intervention arm. The nurse navigators were trained in RC, an internationally recognised, evidence-based model of ACP that creates a healthcare culture of person-centred care; care that honours an individual’s goals and values for current and future healthcare.40 41 In addition, nurse navigators received training in the Collaborative Institutional Training Initiative and the protocol. They were added to the research team to recruit, consent patients and complete an initial ACP discussion over the phone. The nurse navigators also will perform a SPMSQ51 for patients who are flagged as having an impairment in cognition to rule out patients with moderate to severe dementia.

The nurse navigators will call up to three times to try and recruit a participant. Once a patient consents to participate, the nurse navigator will complete a telephone ACP visit and then schedule them to see their primary care provider for a dyad ACP in-person visit. Patients will receive a reminder call 1 week prior to their visit. Patients who are are no-shows or cancel their appointment will be called up to three times to try and reschedule their appointment. A missed appointment postcard will be sent as a fourth attempt, and patients will be considered lost to follow-up if after four attempts they cannot be reached. The study team will also be sending Thank You and Appointment Reminder postcards to all participants enrolled in the intervention arm. Participants who complete the ACP telephone discussion, the ACP dyad in-person visit and the patient engagement survey will be given a US$25 gift card as a token of appreciation for their participation.

Consent procedures

Our consent was designed to meet the understanding capabilities of our elderly population with a sixth-grade reading level (online supplementary 1). The patient and family advisory team reviewed our informed consent and revisions were made as needed. We received approval by our Institutional Review Board (IRB) to obtain verbal consent by phone for patients and a copy of this consent will be mailed to all enrolled participants in the intervention arm. In our informed consent, we stated that the purpose of the study was to find better ways to engage patients in discussing their goals and values with their primary care provider (PCP through ACP. We stated that the study would consist of three steps: (1) to review a few questions about ACP with the nurse navigator over the phone; (2) to meet with their PCP and their caregiver to further discuss ACP; and (3) to complete a patient engagement survey to provide feedback about their ACP conversation with their PCP.

Patient and public involvement

Our engagement plan calls for meaningful patient, family and stakeholder involvement at every step of the research project—including analysis and dissemination (table 2). The research team includes three sets of stakeholders: (1) The Patient and Family Advisory Panel, which consist of 10 patients or family members/caregivers; (2) The Research Support Team, which consist of four nurse navigators and eight site champions (MD, PA or NP), one from each of the eight community-based clinics participating in the study and (3) The Investigator Team, made up of primary investigators, mentors, analysts and research assistants. All dissemination activities will be led by a group that includes at least one member of each group. This process will ensure that all three sets of stakeholders can share learnings and successes from their own perspective, and that all three groups have buy-in and recognition for their role in the project. Our engagement plan is founded on the principle of meaningful participation.53 54 Engaging with key stakeholders can strengthen the understanding of real-world concerns, identify knowledge gaps and barriers and improve knowledge of health inequities in a given community. Teams will meet three times per year and more if needed. Members of the Patient and Family Advisory Panel and Research Support Team will be compensated equally (annual honoraria of US$100). Compensation demonstrates recognition of the value of everyone’s time, and contributes to the attitude that all members of the research team are valued as contributors to the research project.

Table 2

Engagement plan

Measures and data collection

Primary and secondary outcomes

Our primary outcomes are documentation of ACP discussions within the EHR and the quality of ACP discussions. For the purpose of this study, documentation of ACP discussions includes both nurse navigators and PCP’s ACP discussion documentation within the EHR. We will measure quality of ACP discussions from two different mechanisms. First, we will use the quality about end-of-life communication (QOC)55 to assess quality of ACP discussion from the patient’s perspective through a patient engagement survey. QOC is a 13-item instrument with an overall score and two subscale scores for ‘general communication skills’ and ‘communication about end-of-life care’.55 Scores range from 0 (‘poor’) to 10 (‘absolutely perfect’). Higher scores determine better outcomes. Second, a scoring mechanism was created to measure quality of ACP discussions for both the telephone ACP discussions with the nurse navigator along with primary care provider’s ACP visit discussion. Each question listed in the new ACP documentation programme was given a numerical score if the question was answered appropriately. Answers to these questions will be reviewed manually and scored. Telephone ACP discussions has scores ranging from 0 to 8 and provider ACP discussions has scores ranging from 0 to 15, with higher scores indicating better quality of discussion.

Secondary outcomes were chosen to measure the full process of ACP. We will measure ACP billing code usage (99497, 99498) to help assess ACP discussion rates. We will measure documentation of designated surrogate decision-makers along with advance directive completion rates as another marker to assess ACP documentation rates within the EHR.

Our exploratory outcomes were chosen to measure additional ACP processes along with the impact of ACP. We will be measuring medical scope of treatment completion rates. Patient healthcare utilisation rates will be measured by the number of the following events: inpatient hospitalisations, emergency department (ED) visits, intensive care unit admissions and length of stay, mechanical intubations rates and in-hospital Cardiopulmonary resuscitation (CPR) rates measured in the EHR, along with quality of end-of-life care, which will be measured by after-death bereaved family member interviews.56 The interview provides an assessment of patient-focused, family-centred care and assesses overall quality of care received.

Analytic plan

The primary statistical aim is the comparison of rates at which ACP discussions are documented with the EHR between the nurse navigator and usual care groups. We will use regression techniques for censored time-to-event outcomes to compare the time to documentation of an ACP discussion, including a frailty term (ie, random effect, different from the clinical concept of frailty) to account for correlations between patients with the same primary care physician.57 The advantage of a time-to-event analytic framework, versus treating documentation of an ACP discussion as a binary outcome, is that it can account for variable lengths of follow-up and account for the competing risk of death using extensions such as the popular proportional model of Fine and Gray.58 Follow-up time for patients without documentation of an ACP discussion will be defined either as of the date of the last in-person encounter within the health system (outpatient, inpatient or ED visit) or as the date of death. Analyses of secondary endpoints (completion of advanced directives, completion of Medical Orders of Scope Treatment forms, utilisation of ACP billing codes, and healthcare utilisation) will similarly use a time-to-event analytic framework. One additional statistical nuance, primarily with healthcare utilisation, is the potential for recurrent events, that is, a patient with multiple ED visits. We will use extensions for time-to-event analyses that can accommodate recurrent events, such as the Mean Cumulative Count estimator59 and the regression approach of Prentice et al.60

Power and sample size considerations

Our power estimates are based on standard calculations for time-to-event analyses.61 The primary nuance for estimating statistical power is the use of Zelen’s prerandomisation design, whereby only patients randomised to the nurse navigator group will be approached for consent. This naturally attenuates any presumed effect of the intervention, as a proportion of patients will not receive the intervention.62 Based on a previous randomised trial of ACP strategies conducted within the Veterans Affairs system, we assumed that 44% of patients randomised to the nurse navigator group will consent to participate.63 Furthermore, we assumed that incidence of documented ACP discussions would be 25% for patients who do not consent or those randomised to usual care. Finally, we assumed a follow-up period of 1 year, that 10% of patients would be lost to follow-up, and an alpha-level of 0.05. Based on these assumptions, our initial calculations indicated that a total sample size of 300 patients (150 per group) would provide >80% power. However, we subsequently realised a deficiency in these assumptions. Since patients will be randomised prior to consent to the intervention arm, there can be a time lag of up to ~3 months in between randomisation and initial phone contact for consent. Patients could therefore become ineligible in the interim, for example, by having transitioned to a nursing home or by passing away. We therefore revised our power calculations including an expectation that 20% of patients in the nurse navigator group would be found ineligible by the time they are contacted, and that the incidence of documented ACP discussions within this group would be at most 10%. With an increased sample size of 765, we expect that n=135 of those randomised to the intervention arm will consent to participate. We will have >80% power provided that the rate of documented ACP discussions is at least 70% for participants who consent to the nurse navigator intervention (which implies an overall rate of ACP discussions of 38% in the nurse navigator arm). If the rate of documented ACP discussions is 30% in patients who do not consent or are randomised to usual care, then at least 80% of participants who consent to the nurse navigator intervention will need to have an ACP discussion documented to have >80% power (implies an overall rate of ACP discussions of ~44% in patients randomised to the nurse navigator group).

Ethics and dissemination

For academic audiences, we will present our findings at scientific meetings and in peer-reviewed research journals. We will also present these results to our patient and family advisory panel. If this study is successful, we will work towards refining and disseminating our study to primary care clinics through the Wake Forest Network and other healthcare systems.


The authors would like to acknowledge the editing assistance provided by Indra Newman, PhD from the Wake Forest Clinical and Translational Science Institute (WF CTSI), which is supported by the National Center for Advancing Translational Sciences (NCATS), National Institutes of Health, through Grant Award Number UL1TR001420. The authors would also like to acknowledge our Patient and Family Advisory Panel and our Research Support Team for their assistance with study design and implementation.



  • Twitter @NMPajewski

  • Contributors JG, NMP, KEC and JW conceptualised this study. AD and AM contributed in the clinical informatics component of this study. JG and NMP drafted the manuscript. KEC, AD, KF, KGF, AM, CG and JW contributed in editing of the manuscript. All authors approved the final manuscript.

  • Funding This work was supported by Duke Endowment Health Care Grant and Wake Forest Center for Healthcare Innovation.

  • Competing interests None declared.

  • Patient consent for publication Not required.

  • Ethics approval This study was guided by a patient and family advisory committee comprising of patients, patient advocates and surrogates; site champions consisting of primary care clinic providers, an internal research team, external advisory members, along with the Wake Forest Institutional Review Board. Participant confidentiality will be ensured and anonymity guaranteed.

  • Provenance and peer review Not commissioned; externally peer reviewed.

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