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1
Polypharmacy Among Elderly Diabetic
Patients in Home Health Care
Eunjeong Kang, MPH
Ibrahim Awad Ibrahim, MD, PhD. Assistant Professor
Kathryn Dansky, PhD., Associate Professor
Department of Health Policy & Administration,
College of Health and Human Development
The Pennsylvania State University
116 Henderson Bldg., University Park, PA 16802
TEL (814)865-1472 FAX (814)863-0846
E- mail: iai2@psu.edu
FOR MORE INFO...
Contact Mrs. Eunjeong Kang e-mail: exk192@psu.edu
2
Objectives
 To assess the possibility of occurrence of
polypharmacy in a home health diabetes
elderly population.
 To identify combinations of drugs that can
possibly result in serious health
consequences.
 To examine the correlates of
polypharmacy in this population.
3
Introduction
 Polypharmacy has been defined as:
– Regimens with unnecessary drugs
– Use of 2 more drugs for >240 days
– Simultaneous use of 5 or more drugs
 Why is it important?
– Drug-drug Interaction (DDI)
– Drug Food Interaction (DFI)
– Adverse Drug Events (ADE)
 Who is at risk?
– Patients with multiple diseases, complicated
prolonged diseases, multiple providers
4
Drug-Drug Interaction
 Possible mechanisms of action of
DDI:
– Synergy
– Antagonism
– Adverse effects
5
Methodology
 Subjects
 Data
 Identification of possible interaction
 Inclusion criteria
 Statistical analysis
6
Subjects
 Elderly diabetic patients who were
discharged from hospital to home
health care provided by a large Mid-
Atlantic home health agency.
 These patients received skilled
nursing visits at home through either
telehomecare or through traditional
home visits.
7
Data
 Medication sheets for these patients
were examined for possible drug-
drug interaction
 We analyzed medication sheets for
139 patients
 There were another 37 patients for
whom medication sheets could not
be obtained.
8
Data collection
 Data collection spanned 18 month
period from 3/1998 through 9/1999
J F M A M J J A S O N D J F M A M J J A S O N D
1998 1999
9
Drugs considered
 Prescription systemic drugs for
diabetes and other conditions
– Different types of insulin were considered as
one drug and collapsed into one category.
 Drugs not considered
– Optic and topical drugs.
– Over-the-counter medications.
10
Drug checker
 We used an automated
DrugChecker available through
Dr.Koop’s Website: www.drkoop.com
 This drug checker is designed and
compiled by Multum Information
Service, Inc.® who used medical
literature references to support the
results of possible DDI and enhance
their reliability.
11
Statistical Analysis
 Descriptive statistics
 t-test comparison (comparing
participants and non-participants)
 Pearson correlation for correlates of
polypharmacy
12
Results
 Sample demographic description
 Prevalence of comorbidities
 Polypharmacy rates
 Sample drug-drug interactions
 Correlates of drug-drug interactions
13
Table 1. Comparisons between the study
sample and the non-participants
* p<.05 ** p<.01
Study Sample
(N=139)
Excluded Sample
(N=37)
Age** 73.6 (SD=9.50) 78.0 (SD=6.76)
Male
Female
39 (28.7%)
97 (71.3%)
9 (20.0%)
27 (80.0%)
Black/non-white
White, non-hispanic
90 (67.2%)
44 (32.8%)
24 (75.0%)
6 (25.0%)
Years of Education 10.5 SD=2.8) 10.9 (SD=3.4)
Number of Co-morbidities 3.0 3.1
Diabetes Severity* 2.4 2.0
14
Table 2. Prevalence of diabetes-related
complications
Complication Frequency (%)
Ischemic heart disease 34 (25.8)
Cerebrovascular 25 (18.9)
Congestive heart failure 24 (18.2)
Infectious 21 (15.9)
Renal 11 (8.3)
Neurological 6 (4.5)
Peripheral vascular 5 (3.8)
Amputations 5 (3.8)
Retinal 1 (0.8)
15
Prevalence of other comorbid
conditions
• The most common comorbid conditions were
hypertension, rheumatic arthritis, and neurological
disorders 40.5%, 9.2%, and 6.4%, respectively.
• Other conditions were urological conditions,
wounds, respiratory diseases, and gastrointestinal
conditions.
16
Comorbid complications and
conditions
 137 patients (98.6%) had at least one diabetic
complication or other co-morbidities.
 The most common diabetes-related
complications were ischemic heart disease
(25.8%), cerebrovascular disease (18.9%), and
congestive heart failure (18.2%).
 hypertension was most prevalent comorbid
condition (40.5%) followed by rheumatoid
arthritis was (9.2%).
17
Polypharmacy
 We found that 88% of the patients
reviewed were at risk for polypharmacy
(5+ drugs simultaneously)
 The average number of medications taken
by these diabetic patients was 8.9 (SD=3.4)
[range 2 – 19]
 Patients took 6.3 oral drugs per episode of
care (mean 48 days, SD 14 days).
18
Possible Drug-Drug Interactions
 38.8% of patients at risk for least one severe DDI.
 92.8% of patients at risk for at least one moderate DDI
 70.5% of patients at risk for at least one mild DDI.
 Mild:clinically insignificant effects and neutral or even
favorable effects have been reported for these interactions.
 Moderate: serious, but non-lethal and non-life-threatening
injuries have been reported
 Severe: death and/or life-threatening injuries have been
reported.
19
Table 4. Examples of Potential Severe Drug-Drug
Interactions and their Frequency in our study sample
Example Frequency (%)
Diuretic-NSAID furosemide-aspirin, 37 (39.4)
Diuretic-
Antihypertentive
Furosemide-digoxin, furosemide-
amiodarone, bumetanide-digoxin
18 (19.1)
Anticoagulant-
NSAID
Coumadin-aspirin 14 (14.9)
Cardiac agent-
Antihypertensive
Verapamil-digoxin, atenolol-verapamil 8 (8.5)
CNS agent-CNS
agent
Fluoxetine-imipramin, haloperidol-
sinemet, elavil-fluoxetine
3 (3.2)
CNS agent-Analgesic Carbamazepine-tramadol, norpramin-
tramadol
2 (2.1)
Other Captopril-allopurinol, vasotec-allopurinol,
coumadin-tamoxifen, coumadin-ampicillin,
coumadin-synthroid, coumadin-amiodarone,
coumadin-cyclosporin, cyclosporin-pravachol
12 (12.8)
Total 94 (100.0)
20
Table 5. Pearson correlation coefficients
of factors associated with polypharmacy
Coefficients p-value
Age* -0.187 0.014
Gender (female)* 0.163 0.030
Race (white)* 0.173 0.022
Co-morbidity 0.007 0.936
Diabetes Co-morbidity -0.084 0.308
Diabetes Severity* 0.208 0.013
* p<0.05
21
Service implications
 Need for
– Medication monitoring
– Prescription coordination
– Case management
• Community pharmacy
• Patients
• Home nurse
22
Policy implications
 What can we do to prevent or reduce
the occurrence of polypharmacy and
its possible ill effects?
23
Future research
 Did it really happen?
 To what extent?
 How can we prevent or reduce it?
24
Thank you

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  • 1. 1 Polypharmacy Among Elderly Diabetic Patients in Home Health Care Eunjeong Kang, MPH Ibrahim Awad Ibrahim, MD, PhD. Assistant Professor Kathryn Dansky, PhD., Associate Professor Department of Health Policy & Administration, College of Health and Human Development The Pennsylvania State University 116 Henderson Bldg., University Park, PA 16802 TEL (814)865-1472 FAX (814)863-0846 E- mail: iai2@psu.edu FOR MORE INFO... Contact Mrs. Eunjeong Kang e-mail: exk192@psu.edu
  • 2. 2 Objectives  To assess the possibility of occurrence of polypharmacy in a home health diabetes elderly population.  To identify combinations of drugs that can possibly result in serious health consequences.  To examine the correlates of polypharmacy in this population.
  • 3. 3 Introduction  Polypharmacy has been defined as: – Regimens with unnecessary drugs – Use of 2 more drugs for >240 days – Simultaneous use of 5 or more drugs  Why is it important? – Drug-drug Interaction (DDI) – Drug Food Interaction (DFI) – Adverse Drug Events (ADE)  Who is at risk? – Patients with multiple diseases, complicated prolonged diseases, multiple providers
  • 4. 4 Drug-Drug Interaction  Possible mechanisms of action of DDI: – Synergy – Antagonism – Adverse effects
  • 5. 5 Methodology  Subjects  Data  Identification of possible interaction  Inclusion criteria  Statistical analysis
  • 6. 6 Subjects  Elderly diabetic patients who were discharged from hospital to home health care provided by a large Mid- Atlantic home health agency.  These patients received skilled nursing visits at home through either telehomecare or through traditional home visits.
  • 7. 7 Data  Medication sheets for these patients were examined for possible drug- drug interaction  We analyzed medication sheets for 139 patients  There were another 37 patients for whom medication sheets could not be obtained.
  • 8. 8 Data collection  Data collection spanned 18 month period from 3/1998 through 9/1999 J F M A M J J A S O N D J F M A M J J A S O N D 1998 1999
  • 9. 9 Drugs considered  Prescription systemic drugs for diabetes and other conditions – Different types of insulin were considered as one drug and collapsed into one category.  Drugs not considered – Optic and topical drugs. – Over-the-counter medications.
  • 10. 10 Drug checker  We used an automated DrugChecker available through Dr.Koop’s Website: www.drkoop.com  This drug checker is designed and compiled by Multum Information Service, Inc.® who used medical literature references to support the results of possible DDI and enhance their reliability.
  • 11. 11 Statistical Analysis  Descriptive statistics  t-test comparison (comparing participants and non-participants)  Pearson correlation for correlates of polypharmacy
  • 12. 12 Results  Sample demographic description  Prevalence of comorbidities  Polypharmacy rates  Sample drug-drug interactions  Correlates of drug-drug interactions
  • 13. 13 Table 1. Comparisons between the study sample and the non-participants * p<.05 ** p<.01 Study Sample (N=139) Excluded Sample (N=37) Age** 73.6 (SD=9.50) 78.0 (SD=6.76) Male Female 39 (28.7%) 97 (71.3%) 9 (20.0%) 27 (80.0%) Black/non-white White, non-hispanic 90 (67.2%) 44 (32.8%) 24 (75.0%) 6 (25.0%) Years of Education 10.5 SD=2.8) 10.9 (SD=3.4) Number of Co-morbidities 3.0 3.1 Diabetes Severity* 2.4 2.0
  • 14. 14 Table 2. Prevalence of diabetes-related complications Complication Frequency (%) Ischemic heart disease 34 (25.8) Cerebrovascular 25 (18.9) Congestive heart failure 24 (18.2) Infectious 21 (15.9) Renal 11 (8.3) Neurological 6 (4.5) Peripheral vascular 5 (3.8) Amputations 5 (3.8) Retinal 1 (0.8)
  • 15. 15 Prevalence of other comorbid conditions • The most common comorbid conditions were hypertension, rheumatic arthritis, and neurological disorders 40.5%, 9.2%, and 6.4%, respectively. • Other conditions were urological conditions, wounds, respiratory diseases, and gastrointestinal conditions.
  • 16. 16 Comorbid complications and conditions  137 patients (98.6%) had at least one diabetic complication or other co-morbidities.  The most common diabetes-related complications were ischemic heart disease (25.8%), cerebrovascular disease (18.9%), and congestive heart failure (18.2%).  hypertension was most prevalent comorbid condition (40.5%) followed by rheumatoid arthritis was (9.2%).
  • 17. 17 Polypharmacy  We found that 88% of the patients reviewed were at risk for polypharmacy (5+ drugs simultaneously)  The average number of medications taken by these diabetic patients was 8.9 (SD=3.4) [range 2 – 19]  Patients took 6.3 oral drugs per episode of care (mean 48 days, SD 14 days).
  • 18. 18 Possible Drug-Drug Interactions  38.8% of patients at risk for least one severe DDI.  92.8% of patients at risk for at least one moderate DDI  70.5% of patients at risk for at least one mild DDI.  Mild:clinically insignificant effects and neutral or even favorable effects have been reported for these interactions.  Moderate: serious, but non-lethal and non-life-threatening injuries have been reported  Severe: death and/or life-threatening injuries have been reported.
  • 19. 19 Table 4. Examples of Potential Severe Drug-Drug Interactions and their Frequency in our study sample Example Frequency (%) Diuretic-NSAID furosemide-aspirin, 37 (39.4) Diuretic- Antihypertentive Furosemide-digoxin, furosemide- amiodarone, bumetanide-digoxin 18 (19.1) Anticoagulant- NSAID Coumadin-aspirin 14 (14.9) Cardiac agent- Antihypertensive Verapamil-digoxin, atenolol-verapamil 8 (8.5) CNS agent-CNS agent Fluoxetine-imipramin, haloperidol- sinemet, elavil-fluoxetine 3 (3.2) CNS agent-Analgesic Carbamazepine-tramadol, norpramin- tramadol 2 (2.1) Other Captopril-allopurinol, vasotec-allopurinol, coumadin-tamoxifen, coumadin-ampicillin, coumadin-synthroid, coumadin-amiodarone, coumadin-cyclosporin, cyclosporin-pravachol 12 (12.8) Total 94 (100.0)
  • 20. 20 Table 5. Pearson correlation coefficients of factors associated with polypharmacy Coefficients p-value Age* -0.187 0.014 Gender (female)* 0.163 0.030 Race (white)* 0.173 0.022 Co-morbidity 0.007 0.936 Diabetes Co-morbidity -0.084 0.308 Diabetes Severity* 0.208 0.013 * p<0.05
  • 21. 21 Service implications  Need for – Medication monitoring – Prescription coordination – Case management • Community pharmacy • Patients • Home nurse
  • 22. 22 Policy implications  What can we do to prevent or reduce the occurrence of polypharmacy and its possible ill effects?
  • 23. 23 Future research  Did it really happen?  To what extent?  How can we prevent or reduce it?