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Documentations of
                              Advance Health
                              Care Directives in
                              EPIC EHR:
                              Are They Easy to
Funding:                      Find and
Sutter Health Institute for
Research and Education /
                              Actionable?
Metta Foundation
2




Research Team
   Palo Alto Medical Foundation Research Institute
       Ming Tai-Seale, PhD, MPH
       Caroline Wilson, MSc
       Sharon Tapper, MD
       Peter Cheng, MD
       Steve Lai, MD
   Sutter Health Institute for Research and Education
       Jeffrey Newman, MD, MPH
       Frances Wu, MPH

   Gratitude to Lubna Qureshi for Research Support
3




Agenda
 Introduction
 Research Questions
 Data and Methods
 Results
 Conclusions and Implications for Practices
4




From the Frontline
I used to look in the upper right corner in Epic
for code status and then search under
documents for code status discussions/DNR
forms. It wasn’t always so easy to find. Another
place I’d look was in the problem list if it said
“Advance care planning documented” (or
something like that), I’d know there was a form
somewhere in Epic and would go looking. As a
routine thing though, we all call the PCPs on
admission and it would come up in our
discussion verbally.
                    – Lisa Diamond, MD, Hospitalist
5




Researcher: How many scanned
              documents can there be in a
              geriatric patient’s EHR?
Geriatrician: Oh, from a whole
              lifetime, there are lots. One
              can go crazy looking for an
              advanced care planning form
              among the scanned
              documents.
6
7




Background
 Documents    of patients’ wishes with
 respect to life sustaining treatment.
    Advance directive/living will - all adults
      EPIC   alert for patients 65 or older
    Physician orders for life-sustaining treatment
     (POLST) - nearing end-of-life
 Designation      of a surrogate decision maker
    Durable power of attorney for health care
8




POLST Form
Meant for EMT and
ER doctors
9




Problem List
10


Scanned Documents
11




A New Frontier
    The ambulatory care setting is a new frontier
     for delivery of palliative care services.*
    Understanding patients’ preferences and
     documenting them in accessible locations
     can help honor patients’ wishes.
     Advance directives specifying limitations in
     end-of-life care were associated with
     significantly lower levels of Medicare
     spending, lower likelihood of inhospital
     death, and higher use of hospice care in
     regions characterized by higher levels of end-
     of-life spending.**
* Meier & Beresford, J Palliative Medicine; 11, 2008; 823-828.
** Nicolas et al. JAMA 2011;306(13):1447-1453.
12




Previous Literature
   Surveys report that many patients do not wish to
    receive aggressive treatment at the end of their
    lives; however, these preferences are often
    undocumented.*
   Only 26% of geriatric patients who had executed
    an advance directives had the directives
    recognized**
   EHR has been expected to make advanced
    health care directives (AHCD) more retrievable.
   Literature is relatively silent on how readily can
    AHCDs be found.

*Nicolas et al. JAMA 2011;306(13):1447-1453
** Morrison et al. JAMA 1995, 274(6), 478-482
13




Research Questions
 Where are patients’ AHCD located in
 EPIC EHR?
    How easily can they be accessed?
    Are they actionable?
 Whatpatients and PCP characteristics are
 associated with having AHCD
 documentations in easily
 accessible/actionable locations?
14




Data and Methods
 Study  setting – multispecialty group
 Retrospective EHR chart review
 Inclusion criteria – Patients with any AHCD
  documented in the EHR between
  October 2008 and September 2011, in
     Problem list
     Scanned document
     Progress note
15




Locations and Search Terms
Location                              Terms
Problem list   POLST, Advance Directive, or Palliative Care
               Program (ICD9 code V66.7)
Scanned        Advance Directive, Living Will, POLST, Do
document       Not Resuscitate (DNR), Hospice, or Power of
               Attorney decision
Progress       “Adv Dir”, “Advance Directive”, “Code
note           Status”, “DNR ”, “Do Not Resuscitate”,
               “Living Will”, “POLST”, “Power of Attorney”,
               “Cardiopulmonary Resuscitation (CPR)” or
               “POLST form scanned,” and 3 POLST
               dotphrases
16




Analytical Approach
   Generalized Estimation Equation (GEE) with logit link
   Yi = β1Xi + β2Xj + ε                       (1)
    where i indexes patients, and j indexes physicians.
    Yi = 1 if patient has AHCD in accessible/actionable locations
         0 otherwise, i.e., in progress notes only
    Xi = patient: age, gender, race, health status (circulatory
       disease, COPD, cancer, kidney disease, dementia, or liver
       disease)
    Xj = PCP: gender, specialty (internist, family medicine), the
       number of years the physician has been working at the
       Medical Group.
   STATA11 XTGEE
17




Results
18


Patient Characteristics
                Any ACHD           POLST          AD/LW
Patient         (n=30,566)       (n=7,486)      (n=28,400)
                %/ mean(SD)      %/ mean(SD)    %/ mean(SD)
Age in 2008            75 (7)          78 (7)          75 (7)
Female                 60.6%           62.5%           60.6%
Not white              29.8%           28.8%           29.6%
Patient died            9.2%           19.5%            8.0%
COPD                   30.9%           34.9%           30.5%
Cancer                 27.2%           31.9%           27.1%
Liver Disease           2.6%            4.2%            2.2%
Circulatory            90.5%           94.1%           90.2%
Kidney                 26.4%           38.4%           25.6%
Dementia               10.3%           20.4%            9.5%
19




Physician Characteristics
                     Any ACHD POLST AD/LW
Internal medicine        49.3% 50.2% 49.1%
Family medicine          50.7% 49.8% 50.9%
Female                   65.5% 65.3% 65.4%
Started at Medical
Group after 2000        63.0%   61.6%   62.9%
20




Research Questions
 Where are patients’ AHCD located in
 EPIC EHR?
    How easily can they be accessed?
    Are they actionable?
 Whatpatients and PCP characteristics are
 associated with having AHCD
 documentations in easily
 accessible/actionable locations?
21




Any AHCD documentation




   (PN, PL+PN)




    N=30,566 patients
22




Location of POLST Documents




          (PN, PL+PN)




      N=7,486 patients
23




AD/LW Documentations




      N=28,400
24




# of Scanned Documents Per
Patient Per Year
#   of any scanned documents
    Mean         5
    Median       3
    Min          0
    Max         354
#   of AHCD scanned documents
    Max         28
25




Research Questions
 Where are patients’ AHCD located in
 EPIC EHR?
    How easily can they be accessed?
    Are they actionable?
 Whatpatients and PCP characteristics are
 associated with having AHCD
 documentations in easily
 accessible/actionable locations?
26


ORs: Accessible & Actionable
                 Any ACHD
Pt Age in 2008   1.032**
Female patient   1.115**
Pt not white     0.654**
Dementia         1.325**
Cancer           1.201**
Liver Disease    0.848*
PCP Int Med      1.065
PCP Grp > 2000   0.657**
Constant         0.040**
N of patients    30,566
N of PCPs        284

GEE with Logit Link, *: p<0.05, **: p<0.01
27


ORs: Accessible & Actionable
                 Any ACHD       POLST
Pt Age in 2008   1.032**        1.033**
Female patient   1.115**        1.199
Pt not white     0.654**        0.841*
Dementia         1.325**        1.158
Cancer           1.201**        1.287*
Liver Disease    0.848*         0.845
PCP Int Med      1.065          0.493*
PCP Grp > 2000   0.657**        1.585
Constant         0.040**        0.004**
N of patients    30,566         7,486
N of PCPs        284            271

GEE with Logit Link, *: p<0.05, **: p<0.01
28


ORs: Accessible & Actionable
                 Any ACHD       POLST        AD/LW
Pt Age in 2008   1.032**        1.033**      1.032**
Female patient   1.115**        1.199        1.110**
Pt not white     0.654**        0.841*       0.661**
Dementia         1.325**        1.158        1.377**
Cancer           1.201**        1.287*       1.196**
Liver Disease    0.848*         0.845        0.942
PCP Int Med      1.065          0.493*       1.130
PCP Grp > 2000   0.657**        1.585        0.589**
Constant         0.040**        0.004**      0.051**
N of patients    30,566         7,486        28,400
N of PCPs        284            271          283

GEE with Logit Link, *: p<0.05, **: p<0.01
29




Conclusion
   Three gaps
       Lack of standardization
       Not actionable, if unaccompanied by scanned
        documents
           Far fewer scanned documents to match the #s
            in problem list
       Hard to find scanned documents when there
        are many
   Disparities
       Patient gender, race, illness conditions
   Physician specialties, age/experience
30




Caveat
 POLST   form is meant for EMT
    Patient should have them on bedroom
     door, fridge door, … places easily seen
 Beyond the scope of this study to
 examine if patients with POLST
 documentations in EHR actually have the
 form displayed at home
31



 Implications
 -    Honoring patients’
      wishes
 -    Reducing
      overtreatment
 -    Enhance care
      coordination




     * Berwick & Hackbarth, JAMA
        online early April 2012
32




   Thank you!


Tai-sealem@pamfri.org

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  • 1. Documentations of Advance Health Care Directives in EPIC EHR: Are They Easy to Funding: Find and Sutter Health Institute for Research and Education / Actionable? Metta Foundation
  • 2. 2 Research Team  Palo Alto Medical Foundation Research Institute  Ming Tai-Seale, PhD, MPH  Caroline Wilson, MSc  Sharon Tapper, MD  Peter Cheng, MD  Steve Lai, MD  Sutter Health Institute for Research and Education  Jeffrey Newman, MD, MPH  Frances Wu, MPH  Gratitude to Lubna Qureshi for Research Support
  • 3. 3 Agenda  Introduction  Research Questions  Data and Methods  Results  Conclusions and Implications for Practices
  • 4. 4 From the Frontline I used to look in the upper right corner in Epic for code status and then search under documents for code status discussions/DNR forms. It wasn’t always so easy to find. Another place I’d look was in the problem list if it said “Advance care planning documented” (or something like that), I’d know there was a form somewhere in Epic and would go looking. As a routine thing though, we all call the PCPs on admission and it would come up in our discussion verbally. – Lisa Diamond, MD, Hospitalist
  • 5. 5 Researcher: How many scanned documents can there be in a geriatric patient’s EHR? Geriatrician: Oh, from a whole lifetime, there are lots. One can go crazy looking for an advanced care planning form among the scanned documents.
  • 6. 6
  • 7. 7 Background  Documents of patients’ wishes with respect to life sustaining treatment.  Advance directive/living will - all adults  EPIC alert for patients 65 or older  Physician orders for life-sustaining treatment (POLST) - nearing end-of-life  Designation of a surrogate decision maker  Durable power of attorney for health care
  • 8. 8 POLST Form Meant for EMT and ER doctors
  • 11. 11 A New Frontier  The ambulatory care setting is a new frontier for delivery of palliative care services.*  Understanding patients’ preferences and documenting them in accessible locations can help honor patients’ wishes.  Advance directives specifying limitations in end-of-life care were associated with significantly lower levels of Medicare spending, lower likelihood of inhospital death, and higher use of hospice care in regions characterized by higher levels of end- of-life spending.** * Meier & Beresford, J Palliative Medicine; 11, 2008; 823-828. ** Nicolas et al. JAMA 2011;306(13):1447-1453.
  • 12. 12 Previous Literature  Surveys report that many patients do not wish to receive aggressive treatment at the end of their lives; however, these preferences are often undocumented.*  Only 26% of geriatric patients who had executed an advance directives had the directives recognized**  EHR has been expected to make advanced health care directives (AHCD) more retrievable.  Literature is relatively silent on how readily can AHCDs be found. *Nicolas et al. JAMA 2011;306(13):1447-1453 ** Morrison et al. JAMA 1995, 274(6), 478-482
  • 13. 13 Research Questions  Where are patients’ AHCD located in EPIC EHR?  How easily can they be accessed?  Are they actionable?  Whatpatients and PCP characteristics are associated with having AHCD documentations in easily accessible/actionable locations?
  • 14. 14 Data and Methods  Study setting – multispecialty group  Retrospective EHR chart review  Inclusion criteria – Patients with any AHCD documented in the EHR between October 2008 and September 2011, in  Problem list  Scanned document  Progress note
  • 15. 15 Locations and Search Terms Location Terms Problem list POLST, Advance Directive, or Palliative Care Program (ICD9 code V66.7) Scanned Advance Directive, Living Will, POLST, Do document Not Resuscitate (DNR), Hospice, or Power of Attorney decision Progress “Adv Dir”, “Advance Directive”, “Code note Status”, “DNR ”, “Do Not Resuscitate”, “Living Will”, “POLST”, “Power of Attorney”, “Cardiopulmonary Resuscitation (CPR)” or “POLST form scanned,” and 3 POLST dotphrases
  • 16. 16 Analytical Approach  Generalized Estimation Equation (GEE) with logit link  Yi = β1Xi + β2Xj + ε (1) where i indexes patients, and j indexes physicians. Yi = 1 if patient has AHCD in accessible/actionable locations 0 otherwise, i.e., in progress notes only Xi = patient: age, gender, race, health status (circulatory disease, COPD, cancer, kidney disease, dementia, or liver disease) Xj = PCP: gender, specialty (internist, family medicine), the number of years the physician has been working at the Medical Group.  STATA11 XTGEE
  • 18. 18 Patient Characteristics Any ACHD POLST AD/LW Patient (n=30,566) (n=7,486) (n=28,400) %/ mean(SD) %/ mean(SD) %/ mean(SD) Age in 2008 75 (7) 78 (7) 75 (7) Female 60.6% 62.5% 60.6% Not white 29.8% 28.8% 29.6% Patient died 9.2% 19.5% 8.0% COPD 30.9% 34.9% 30.5% Cancer 27.2% 31.9% 27.1% Liver Disease 2.6% 4.2% 2.2% Circulatory 90.5% 94.1% 90.2% Kidney 26.4% 38.4% 25.6% Dementia 10.3% 20.4% 9.5%
  • 19. 19 Physician Characteristics Any ACHD POLST AD/LW Internal medicine 49.3% 50.2% 49.1% Family medicine 50.7% 49.8% 50.9% Female 65.5% 65.3% 65.4% Started at Medical Group after 2000 63.0% 61.6% 62.9%
  • 20. 20 Research Questions  Where are patients’ AHCD located in EPIC EHR?  How easily can they be accessed?  Are they actionable?  Whatpatients and PCP characteristics are associated with having AHCD documentations in easily accessible/actionable locations?
  • 21. 21 Any AHCD documentation (PN, PL+PN) N=30,566 patients
  • 22. 22 Location of POLST Documents (PN, PL+PN) N=7,486 patients
  • 24. 24 # of Scanned Documents Per Patient Per Year # of any scanned documents  Mean 5  Median 3  Min 0  Max 354 # of AHCD scanned documents  Max 28
  • 25. 25 Research Questions  Where are patients’ AHCD located in EPIC EHR?  How easily can they be accessed?  Are they actionable?  Whatpatients and PCP characteristics are associated with having AHCD documentations in easily accessible/actionable locations?
  • 26. 26 ORs: Accessible & Actionable Any ACHD Pt Age in 2008 1.032** Female patient 1.115** Pt not white 0.654** Dementia 1.325** Cancer 1.201** Liver Disease 0.848* PCP Int Med 1.065 PCP Grp > 2000 0.657** Constant 0.040** N of patients 30,566 N of PCPs 284 GEE with Logit Link, *: p<0.05, **: p<0.01
  • 27. 27 ORs: Accessible & Actionable Any ACHD POLST Pt Age in 2008 1.032** 1.033** Female patient 1.115** 1.199 Pt not white 0.654** 0.841* Dementia 1.325** 1.158 Cancer 1.201** 1.287* Liver Disease 0.848* 0.845 PCP Int Med 1.065 0.493* PCP Grp > 2000 0.657** 1.585 Constant 0.040** 0.004** N of patients 30,566 7,486 N of PCPs 284 271 GEE with Logit Link, *: p<0.05, **: p<0.01
  • 28. 28 ORs: Accessible & Actionable Any ACHD POLST AD/LW Pt Age in 2008 1.032** 1.033** 1.032** Female patient 1.115** 1.199 1.110** Pt not white 0.654** 0.841* 0.661** Dementia 1.325** 1.158 1.377** Cancer 1.201** 1.287* 1.196** Liver Disease 0.848* 0.845 0.942 PCP Int Med 1.065 0.493* 1.130 PCP Grp > 2000 0.657** 1.585 0.589** Constant 0.040** 0.004** 0.051** N of patients 30,566 7,486 28,400 N of PCPs 284 271 283 GEE with Logit Link, *: p<0.05, **: p<0.01
  • 29. 29 Conclusion  Three gaps  Lack of standardization  Not actionable, if unaccompanied by scanned documents  Far fewer scanned documents to match the #s in problem list  Hard to find scanned documents when there are many  Disparities  Patient gender, race, illness conditions  Physician specialties, age/experience
  • 30. 30 Caveat  POLST form is meant for EMT  Patient should have them on bedroom door, fridge door, … places easily seen  Beyond the scope of this study to examine if patients with POLST documentations in EHR actually have the form displayed at home
  • 31. 31 Implications - Honoring patients’ wishes - Reducing overtreatment - Enhance care coordination * Berwick & Hackbarth, JAMA online early April 2012
  • 32. 32 Thank you! Tai-sealem@pamfri.org

Editor's Notes

  1.  
  2. Advance directives specifying limitations in end-of-life care were associatedwith significantly lower levels of Medicare spending, lower likelihood of inhospitaldeath, and higher use of hospice care in regions characterized by higher levelsof end-of-life spending.
  3. 22 items on the problem list. Advance directive is in the middle.
  4. 25 scanned documents, from 2006 to 2012
  5. Advance directives specifying limitations in end-of-life care were associated with significantly lower levels of Medicare spending, lower likelihood of inhospital death, and higher use of hospice care in regions characterized by higher levels of end-of-life spending
  6. We also examine the probability of someone having a POLST documentation in a second analysis, and advance directives or living will in a third analysis. The empirical model can be written as:Y = β1Xi + β2Xj + ε (1)where i indexes patients, and j indexes physicians. Yis an indicator variable for having an AHCD only in the progress notes, with the the ith patient of the jth physician. Xi is a vector of variables for patient i including age, gender, race, health status measured by a vector of diagnoses for major illnesses such as circulatory disease, chronic obstructive pulmonary disease (COPD), cancer, or liver disease, died or not, Xj is a vector of physician variables including gender, specialty (internist versus other), the number of year the physician has been working at the Medical Group. We use a logit link for the probability of an AHCD being documented in progress notes (PN) only versus in other locations, e.g., problem list (PL), PL and scanned document (SD), SD+PL+PN, etc. Descriptive statistics for key explanatory variables are contained in Table xx. Stata 11 was used to conduct the analyses. The organization’s institutional review board approved the study.
  7. Circulatory disease was identified by ICD-9 codes 390-459. Cancer includes all cancers other than non-melanomatous skin cancer.
  8. Pleaes enter data in table 3
  9. Non-significant vars are not included in the table.
  10. Non-significant vars are not included in the table.
  11. Non-significant vars are not included in the table.
  12. If a firm produces 37% (all AHCD) to 84% (POLST) of its products in a state that cannot be used by its intended customers, the firm would need to undergo major changes in its production system. In the age of lean production approach, standardization is a fundamental prerequisite for efficient production and effective delivery of services.