Background: Healthcare is currently struggling to provide access and coverage for an increasingly diverse aging population who frequently have multiple co-morbid conditions complicating their care and medical management. Methods: This retrospective study analyzed the prevalence and distribution of common co-morbid conditions (hypertension, dyslipidemia, dementia, and diabetes mellitus) in 316 elderly heart failure patients (age range 80-103; mean 87 ±4.9). Results: Chart review analysis showed a racial distribution of 65 African American versus 251 Caucasian patients (21 vs. 79%). Hypertension was comparable in both groups (98.5% African American vs. 92.4% Caucasian). Dyslipidemia, diabetes and dementia diagnoses were all approximately 20% higher in African American versus Caucasian patients. The concurrent presence of all four conditions was approximately three times more prevalent in African Americans (18.5%) versus Caucasians (7.2%). Conclusion: Our study is unique for studying disparity in octogenarian and nonagenarians residing in a rural setting. Our results also highlight the importance of making a special effort to engage older African American patients in seeking healthcare. In addition, strategies must be designed to reduce barriers that impede access and availability of resources and clinical care, especially in economically underserved regions of the country.
Background: Healthcare is currently struggling to provide access and coverage for an increasingly diverse aging population who frequently have multiple co-morbid conditions complicating their care and medical management. Methods: This retrospective study analyzed the prevalence and distribution of common co-morbid conditions (hypertension, dyslipidemia, dementia, and diabetes mellitus) in 316 elderly heart failure patients (age range 80-103; mean 87 ±4.9). Results: Chart review analysis showed a racial distribution of 65 African American versus 251 Caucasian patients (21 vs. 79%). Hypertension was comparable in both groups (98.5% African American vs. 92.4% Caucasian). Dyslipidemia, diabetes and dementia diagnoses were all approximately 20% higher in African American versus Caucasian patients. The concurrent presence of all four conditions was approximately three times more prevalent in African Americans (18.5%) versus Caucasians (7.2%). Conclusion: Our study is unique for studying disparity in octogenarian and nonagenarians residing in a rural setting. Our results also highlight the importance of making a special effort to engage older African American patients in seeking healthcare. In addition, strategies must be designed to reduce barriers that impede access and availability of resources and clinical care, especially in economically underserved regions of the country.
Life expectancy in the United States has increased from 47 years in 1900 to 79 years in
2016 for both men and women (CDC/National Center for Health statistics/Division of analysis and Epidemiology,
2017, Centers for Disease
Control and Prevention, 2020). The number of older adults between 2020 and 2060 is
estimated to increase by 69% from 56 million to 94.7 million individuals (Mather & Kilduff, 2020). For the
population aged 85 and older, the number is expected to triple in size from 6.7 million in
2020 to 19 million individuals by 2060 (Mather & Kilduff, 2020). This steady growth of the oldest segment of the older
population will significantly increase the incidence and prevalence of age-associated
diseases such as hypertension and heart failure (Azhar et al., 2017; Azhar & Wei, 2015; Saczynski et al., 2013; Wei, 1992). This burgeoning population, with complex
conditions and frequent use of multiple medications (polypharmacy), is progressively
increasing in numbers; therefore, it is vital for physicians to prepare to care for
increasingly older adults. In addition, it is estimated that within the next 35 years,
non-Hispanic whites may no longer represent the majority of the US population (US Census Bureau, 2008). Working
towards decreasing disparities in healthcare access and treatment of common
multi-morbidities in these populations will support an improvement in quality of life while
decreasing the overall costs to the healthcare system.Heart failure is a common age-related condition found in the mature adult population.
Socioeconomic factors, race, and conditions associated with heart failure such as
hypertension, dyslipidemia, dementia, and diabetes may impact the development of heart
failure and longevity (Greenlund et
al., 2012; Tisminetzky et al.,
2018). While mortality rates due to heart disease have declined over the past two
decades, cardiovascular disease remains the most frequent cause of death in those over 65
(Mensah et al., 2017). Of the
deaths with an underlying cause due to heart failure, 92% of those are among individuals
65 years and older (Greenlund et al.,
2012). Heart failure is the leading cause of morbidity amongst older adults and
accounts for a significant portion of healthcare costs and hospitalizations (Saczynski et al., 2013; Shah et al., 2020). Heart failure is
estimated to affect approximately 6.2 million individuals in the United States (Virani et al., 2020). The healthcare
cost of heart failure is estimated to increase from $30.7 billion in 2012 to $69.8 billion
by 2030 (Heidenreich et al.,
2013).There are known disparities in diagnosis, treatment, and outcomes in heart failure patients
of ethnic minorities. According to Nayak et al., heart failure-related death rates are
approximately 2.6 and 2.97-fold higher in African American men and women respectively,
compared to Caucasian men and women (Nayak et al., 2020). Studies have noted that race modestly influences the decision
making of physicians when offering treatments to patients such as those who actually receive
a heart transplant (Breathett et al.,
2019; Young, 2020). The
higher prevalence of cardiovascular risk factors in African Americans contributes to the
higher prevalence of heart failure-associated mortality.Although there is evidence that the risk for metabolic multi-morbidities in heart failure
patients increases with advancing age, there is a dearth of information comparing the
disparity of co- and multi-morbidities among different ethnic groups, particularly in the
rural South-Central United States. Therefore, we conducted a retrospective review of the
electronic medical records (EMR) of community-dwelling older adults with heart failure and
examined the prevalence of common conditions such as hypertension, dyslipidemia, diabetes,
and dementia.
Methods
Study Population
A data warehouse search was performed for elderly heart failure patients, aged 80 or
over, who attended the geriatric outpatient clinic from 2011 to 2016 at the University of
Arkansas for Medical Sciences (UAMS). A total of 494 older adult subjects with a
documented diagnosis of heart failure were identified. Chart review was conducted by two
reviewers, who selected a final total of 316 heart failure patients for inclusion in this
study. The remaining records were excluded for not meeting the inclusion criteria or for
lacking relevant data. Charts excluded included those subjects under the age of 80,
duplicated charts, and those without the formal diagnosis of heart failure. Data of the
316 remaining heart failure patients were collected from the most recent visit recorded in
the EMR. Data included subject demographics, physiologic, metabolic, and biochemical
information. This study proposal was approved by the UAMS Institutional Review Board
(Protocol #134775).
Criteria and Definition
The inclusion criteria were: age ≥80 years, both genders, all ethnic groups, with a
clinically documented diagnosis of any subtype of heart failure, including diastolic,
systolic, combined heart failure, or heart failure with preserved ejection fraction. Data
on co- and multi-morbidities included diagnoses of hypertension, dyslipidemia, diabetes
mellitus, and dementia from the problem list. In addition, the medication list was
reviewed in case the problem list was not comprehensive. If the medication list indicated
the presence of one of the listed diagnoses, the condition was added to our analysis as if
it were on the problem list.Patients were grouped according to the number of comorbidities and multi-morbidities they
were diagnosed with in addition to heart failure. Hypertension was defined as a need for
anti-hypertensive medications or systolic ≥140 mmHg or diastolic ≥90 mmHg. Dyslipidemia
was defined as a need for hypolipidemic medications or a total plasma cholesterol level
over 200 mg/dl or LDL over 130 mg/dl or treatment with lipid-lowering agents. Diabetes
mellitus was defined as either FPG ≥126 mg/dL (7.0 mmol/L), HbA1C ≥6.5%, or treatment with
insulin and/or oral hypoglycemic medications. Dementia was defined as a clinical diagnosis
of any subtype of dementia (vascular, Alzheimer, Lewy Body, post-traumatic, Parkinsonian,
or documentation of cognitive impairment due to other causes) of any degree requiring
treatment with dementia drugs.
Results
Chart review analysis of 316 patients showed a racial distribution of 251 Caucasian versus
65 African American patients (79% vs. 21%). The mean age was 87 ± 4.9 years old. Male
patients were under-represented (AA = 13.8% and C = 26.3%), while female patients
predominated (AA= 86.2% and C= 73.7%; Table 1). The proportion of African Americans and Caucasians with hypertension was
comparable at 98.5 and 92.4%, respectively (Figure 1). Dyslipidemia was present in 84.6% African
Americans versus 63.3% Caucasians. The diagnosis of dementia was higher in African
Americans, 61.5%, compared to Caucasians, 44.6%. The greatest disparity was in the diagnosis
of diabetes, which was higher in African Americans, 41.5%, versus Caucasians,
21.9%.
Table 1.
Study demographics (n = 316). The majority of patients were
Caucasian women, however, mean age was approximately the same for all demographic
groups.
All
Caucasian
African American
Mean age ± SD
87 ± 4.9
87 ± 4.9
87 ± 5.0
Female, N (%)
240
185 (77)
56 (23)
Male, N (%)
75
66 (88)
9 (12)
Figure 1.
Each comorbid condition complicating heart failure. While African Americans only made
up 21% of the study cohort, they had a higher prevalence of each comorbid condition
studied than their Caucasian counterpart. (HF = Heart Failure, HTN = Hypertension, DLD
= Dyslipidemia, DM = Diabetes, Dem = Dementia).
Study demographics (n = 316). The majority of patients were
Caucasian women, however, mean age was approximately the same for all demographic
groups.Each comorbid condition complicating heart failure. While African Americans only made
up 21% of the study cohort, they had a higher prevalence of each comorbid condition
studied than their Caucasian counterpart. (HF = Heart Failure, HTN = Hypertension, DLD
= Dyslipidemia, DM = Diabetes, Dem = Dementia).The Caucasian patients with heart failure were more likely to have one or two concurrent
comorbid conditions, whereas the African American patients were more likely to have three or
four coexisting multimorbid conditions. Furthermore, African American patients were
approximately three times more likely to have all four coexisting multi-morbidities (18.5%)
when compared to Caucasian patients (7.2%).The most significant disparity between races was diabetes as a co-morbid condition, where
the prevalence in African Americans was nearly twice that of their Caucasian counterparts.
There were only four patients without any co-morbid conditions complicating their heart
failure, all of whom were Caucasian (Figure 2).
Figure 2.
Comorbid conditions complicating heart failure categorized into number of diagnoses,
1-5. Race appeared to factor into increased numbers of multimorbidity; where
Caucasians were more likely to have 1, 2, or 3 concurrent diagnoses, African Americans
were more likely to have 4 or 5 concurrent conditions affecting their heart
failure.
Comorbid conditions complicating heart failure categorized into number of diagnoses,
1-5. Race appeared to factor into increased numbers of multimorbidity; where
Caucasians were more likely to have 1, 2, or 3 concurrent diagnoses, African Americans
were more likely to have 4 or 5 concurrent conditions affecting their heart
failure.In our study, 75% of patients had either three or four multi-morbidities complicating their
heart failure. The percent differences between Caucasians and African Americans with
comorbidities or multi-morbidities are shown in Figure 3.
Figure 3.
Multimorbidity distribution; all patients had a diagnosis of heart failure in
addition to other diagnoses. a: Cohort percentages of each condition;
b: Patients with two concurrent conditions in addition to heart
failure; c: Patients with three concurrent conditions in addition to
heart failure. (HF = Heart Failure, HTN = Hypertension, DLD = Dyslipidemia, DM =
Diabetes, Dem = Dementia).
Multimorbidity distribution; all patients had a diagnosis of heart failure in
addition to other diagnoses. a: Cohort percentages of each condition;
b: Patients with two concurrent conditions in addition to heart
failure; c: Patients with three concurrent conditions in addition to
heart failure. (HF = Heart Failure, HTN = Hypertension, DLD = Dyslipidemia, DM =
Diabetes, Dem = Dementia).
Discussion
Hypertension
According to the CDC, nearly half of all adults in the United States (45.4%) have
hypertension and the costs in the United States are estimated at about $131 billion each
year in healthcare expenditures (Ostchega et al., 2020). Additionally, hypertension prevalence increases with
age, from 22.4% of adults 18–39 years of age to 74.5% of those 60 years and older (Ostchega et al., 2020). Our
results continue this trend, with our population of patients over the age of 80 having a
hypertension prevalence of 93.7% (AA = 98.5% vs. CC = 92.4%).Hypertension is highly prevalent among both African Americans and Caucasians. However,
even with effective pharmacotherapies, disease management is frequently less affective
among African Americans, leading to higher rates of morbidity and mortality (Carnethon et al., 2017). African
Americans are also more likely to develop hypertension at an earlier age, experience more
severe high blood pressure, and are less likely to receive treatment (Satia, 2010). There is not one
solitary known cause of the difference in hypertension prevalence between African
Americans and Caucasians. Genetic factors, socioeconomic status, perceived daily stress,
social network, and lack of access to effective medical treatment all interconnectedly
potentiate this discrepancy between difference races.It is also known that negative self-stereotypes and perceived negative racial and aging
attitudes are potentially contributory (Levy et al., 2008). In a prospective study that
was conducted in older African American women and men, the negative age self-stereotypes
showed a significantly more elevated cardiovascular response in terms of elevated blood
pressure, heart rate, and poorer cognitive response to mental and verbal challenges (Levy et al., 2008).Genetic factors such as variations of the MYH9 gene on chromosome 22 and a higher
prevalence of this gene in African Americans play a role in the development of focal
segmental sclerosis of the kidney (Kopp et al., 2010). These genetic variations could possibly lead to the
development of end-stage renal disease which may then lead to hypertension development
(Fuchs, 2011). Along with
genetics, behavioral and environmental habits also impact the prevalence of hypertension.
Lifestyle choices such as smoking, adherence to medication, and nutritional differences
between Caucasians and African Americans might also influence hypertension prevalence as
well as dyslipidemia, diabetes mellitus, and dementia. Inadequate nutrition leading to the
development of various conditions such as hypertension, dyslipidemia, and diabetes could
also be a result of a lack of knowledge of what a proper nutritious diet looks like.
Recipes for traditional southern “soul” food have substantial amounts of sugar, fats, and
processed meats and have been passed down from generation after generation in African
American culture (Belle, 2009;
Webb et al., 2014). Food
groups such as these, consumed on a regular basis with a decreased level of physical
activity, increase the likelihood of developing hypertension.While some nutritional factors are cultural, there are socioeconomic factors independent
of race that impact lifestyle choices, such as the ability to leave home due to a
disability, or the availability of healthy, affordable food options in those rural areas
considered food deserts (Satia,
2010). In a study examining food deserts, patients in neighborhoods with limited
access to fresh produce and healthy foods were more often African American, who also had
lower education levels, higher BMI, and increased rates of hypertension compared to
individuals living in favorable food access areas (Kelli et al., 2017). Similar findings, in addition
to higher prevalence of diabetes, smoking, and dyslipidemia were observed in subjects
living in low income as compared to high income areas (Kelli et al., 2017).
Dyslipidemia
In the general population, dyslipidemia is a known comorbidity that increases morbidity
and mortality related to cardiovascular diseases such as coronary artery disease,
atherosclerosis, and heart failure. In our study, dyslipidemia was present in over 20%
more of the African American patients as compared to the Caucasian patients (AA = 84.6%
vs. CC = 63.3%). This rate discrepancy is concerning considering that African Americans
with dyslipidemia have higher rates of acute coronary syndrome (Graham, 2015). Furthermore, they are more likely
to experience increased complications such as myocardial ischemia, increased
rehospitalization and mortality rates, and less likely to receive potentially beneficial
treatments (Graham, 2015).Obesity is one risk factor for development and potentiation of dyslipidemia. African
American women have a higher prevalence of being overweight or obese (BMI ≥25) than white
women (82.0 vs. 63.2%, respectively) (Dodgen & Spence-Almaguer, 2017). Overweight and obese patients have
increased risk of developing long-term health consequences, such as dyslipidemia,
hypertension, diabetes, obstructive sleep apnea, and heart disease (Bland & Sharma, 2017). There is also an
increased morbidity burden and decreased quality of life from ailments that impact
mobility, subsequently leading to decreased physical activity and weight gain exacerbation
(Bland & Sharma, 2017;
Tisminetzky et al.,
2020).While studies have shown that dyslipidemia increases the risk of non-ischemic heart
failure, decreasing lipids in the serum can reverse heart dysfunction (Yao et al., 2020). Rosada et al.
studied older adults with dyslipidemia and showed that treatment with statins could reduce
cardiovascular events by approximately 20% (Rosada et al., 2020). However, several analyses
have demonstrated that patients with established heart failure show an inverse
relationship between cholesterol levels and outcomes (Bozkurt et al., 2016). Very low levels of LDL
cholesterol have been associated with a poorer prognosis (Casiglia et al., 2003). This association was noted
by Casiglia et al., who showed a discrepancy in mortality risk between genders. A high
total cholesterol was a large risk factor for coronary mortality in elderly men, while low
cholesterol predicted neoplastic mortality in women and other non-cardiovascular
mortalities in both genders (Casiglia
et al., 2003).
Diabetes
In the United States, diabetes is a continuously growing public health problem. In 2012,
approximately 21 million people were diagnosed with diabetes, with an estimated additional
eight million with undiagnosed diabetes (Canedo et al., 2018). In 2018, approximately 34.2
million people, or 10% of the United States population, had both diagnosed and undiagnosed
diabetes mellitus. (Centers for
Disease Control and Prevention, 2020).The second-largest category of multi-morbidities complicating both Caucasian and African
American heart failure patients in our study was the trifactor of hypertension,
dyslipidemia, and diabetes. Over the past few decades, multitudinous studies have shown
increased prevalence and poorer prognosis of heart failure patients with diabetes (Lehrke & Marx, 2017; Matsue et al., 2011).Many studies have shown that diabetes disproportionately affects ethnic minorities and
create a higher complication burden in these populations. In a study by Cheng et al.
examining diabetes in the United States from 2011–2016, the prevalence of diabetes in
African Americans was 20.4% compared to non-Hispanic Caucasians at 12.1% (Cheng et al., 2019). African
American women were also 1.9 times more likely to develop diabetes, 2.3 times as likely to
develop end-stage renal disease, and 2.4 times more likely to die of diabetes
complications when compared to white women (Dodgen & Spence-Almaguer, 2017).
Dementia
In 2020, the United States had approximately 6.1 million adults ages ≥65 with clinical
Alzheimer’s disease. This number is expected to increase 18% to 7.2 million in 2025 and
128% to 13.8 million in 2060 (Rajan
et al., 2021). Cardiovascular disease is one known risk factor for the
development of dementia later in a person’s life. Our results showed that in both African
Americans and Caucasians, the concurrent combination of hypertension, dyslipidemia, and
dementia accounted for 62% of patients with three multi-morbidities complicating heart
failure. Additionally, the second most common single comorbidity was dementia (13%).There have been numerous studies describing the inequality seen in dementia incidence and
diagnosis among ethnic minorities. While Rajan et al. estimated the prevalence of people
with dementia in 2020 was 70.8% Caucasian and 17.5% African American, Mayeda et al. showed
that the incidence of dementia in African Americans was higher at 26.6/1000 compared to
19.3/1000 in Caucasians (Rajan et
al., 2021; Mayeda et al.,
2016). Wilson et al. also noted a significant difference (p <
0.001) in the dementia rates between African American and Caucasian subgroups, 55.0%
versus 31.0%, respectively (Wilson et
al., 2020). In our study of patients over the age of 80 years this discrepancy
was supported, as over 60% of African American patients had dementia versus less than half
of Caucasian patients. By 2060, the proportions of persons with dementia who are African
American are expected to increase by 1.4 fold, while decreasing 25% in Caucasians (Rajan et al., 2021).One hypothesis for this discrepancy is that African Americans are 1.4 times more likely
to carry the APOE ɛ4 allele than European Americans (Sinha et al., 2018). Homozygotes for the
apolipoprotein E (APOE) ɛ4 allele have an increased risk of developing Alzheimer’s disease
(Sinha et al., 2018).
African Americans with the APOE ɛ4 allele are at higher odds of moderate to rapid
cognitive decline compared with slower cognitive decline in European Americans carrying
the allele (Rajan et al.,
2019).Due to the complexity of multiple risk factors and the associated high morbidity and
mortality rates, further research is needed that includes self-stereotypes and perceived
stress, as well as life-course perspectives to account for many environmental and
sociocultural factors that may put disproportionately affected populations at increased
risk for dementia (Alzheimer’s
Association, 2022). Physicians must be aware of the trends in dementia incidence
between different ethnicities and social disparities that contribute to it. By being aware
of this, physicians can monitor patients’ physical and mental health while diminishing
that discrepancy.The high prevalence of the multi-morbidity burden suggests these conditions might have
contributed to the development of complications and potentially worse clinical outcomes
(Tisminetzky et al., 2018).
In studies of diabetes and heart failure, the rate of diabetic heart failure patients
hospitalized for complications was nearly double that of heart failure patients without
diabetes (Bozkurt et al., 2016;
Braunstein et al., 2003). In
addition, decreased quality of life and increased mortality have been seen with increased
morbidity burden in heart failure patients.The discrepancy seen between rates of comorbidity and multi-morbidity development among
different ethnicities may not be solely due to race. In addition to race, accumulated
socioeconomic factors such as poverty, low health literacy, and decreased access to
affordable healthy food choices potentiate the disparity in accessing healthcare, timely
diagnoses, and ultimately the treatment received. These minorities may also encounter
implicit bias from the provider based on race and other factors. The biases of the
providers can lead to decreased patient education, decreased treatment options, and an
overall lack of care to those patients.
Study Limitations
Our study results were gathered from patients attending the University of Arkansas for
Medical Sciences, the only university hospital in the state of Arkansas, which receives
patients from zip codes representative of South-Central Arkansas and therefore might not
be generalizable. Another limitation of this study was that men were under-represented,
accounting for only 24% of the total heart failure patients, as compared to 38% of the
general population of Arkansans over the age of 80 years (U.S. Census Bureau, 2015-2019). Caucasian men
accounted for 26% of total Caucasian patients, while African American men accounted for
only 14% of all African American patients.Furthermore, due to the retrospective analysis method of this study, the health condition
of each patient could not be independently verified by a study physician. For example, it
could not be determined whether the diagnosis of dementia was based on appropriate
examination and the use of standard screening tools for cognitive impairment. Hence
dementia might be underdiagnosed or misdiagnosed. This same limitation was present for the
other three comorbidities examined, as well as for the inclusion criteria of heart
failure.Another factor that we were not able to elucidate in this study were the specific
barriers to healthcare the patients may have experienced earlier in life. We know from the
literature that there has often been an implicit bias as to where the care is delivered.
Rural areas and regions with high poverty levels commonly have a dearth of healthcare
providers. Over 40% of Arkansas’s population lives in rural areas, and the state is #5 in
the list of 10 most impoverish states in the US (Mumford et al., 2020). Additionally, nearly 40% of
Arkansans have low health literacy (Mumford et al., 2020). A 2022 report from the Alzheimer’s Association lists a
total of 55 geriatricians in the state of Arkansas (Alzheimer’s Association, 2022). Coupled with
personal transportation issues and low socioeconomic status, health conditions may go
undiagnosed and untreated for many years. Racial and ethnic health disparities further
impact the ability of many to find accessible health education and healthcare.
Conclusion
This study focuses on racial disparities observed in multi-morbidities documented in
patients with heart failure over the age of 80 years at the University of Arkansas for
Medical Sciences in Little Rock, Arkansas. Analysis of our retrospective data showed that
African American patients bore a more substantial portion of the included morbidities than
Caucasian patients, both in higher prevalence of each condition examined, as well as a
higher likelihood of having four or more multi-morbidities.The higher prevalence of these conditions in African Americans might indicate poorer
healthcare received by this demographic, although in this study we did not directly compare
healthcare disparity. However, we could infer from the lack of resources in this rural
state, in particular availability of public transport, lower socio-economic status, and the
dearth of primary care providers, that African Americans might have encountered more
difficulty receiving appropriate management of these conditions. Furthermore, with the lack
of healthcare access, there is also reduced access to health education, perpetuating low
health literacy levels among the rural and impoverished communities.The barriers that impede access and availability of resources and healthcare play a
significant role in the potentiation of heart failure in elderly patients, especially in the
economically underserved regions of the country. This recently analyzed data provides
insight into the vast need for clinicians and other healthcare providers to develop
strategies to reduce those barriers while engaging and maintaining relationships with older
African American patients seeking healthcare.Due to the significant and ever-increasing growth in the older adult demographic groups,
the more rapidly we gain and disseminate knowledge about potential connections between
cardiovascular health and comorbidities, the better able the clinicians will be to serve
patients while working to mitigate the disability and tremendous economic burden of heart
failure.
Authors: George A Mensah; Gina S Wei; Paul D Sorlie; Lawrence J Fine; Yves Rosenberg; Peter G Kaufmann; Michael E Mussolino; Lucy L Hsu; Ebyan Addou; Michael M Engelgau; David Gordon Journal: Circ Res Date: 2017-01-20 Impact factor: 17.367
Authors: Jane S Saczynski; Alan S Go; David J Magid; David H Smith; David D McManus; Larry Allen; Jessica Ogarek; Robert J Goldberg; Jerry H Gurwitz Journal: J Am Geriatr Soc Date: 2013-01 Impact factor: 5.562
Authors: Mercedes R Carnethon; Jia Pu; George Howard; Michelle A Albert; Cheryl A M Anderson; Alain G Bertoni; Mahasin S Mujahid; Latha Palaniappan; Herman A Taylor; Monte Willis; Clyde W Yancy Journal: Circulation Date: 2017-10-23 Impact factor: 29.690
Authors: Mayra Tisminetzky; Jerry H Gurwitz; Dongjie Fan; Kristi Reynolds; David H Smith; David J Magid; Sue Hee Sung; Terrence E Murphy; Robert J Goldberg; Alan S Go Journal: J Am Geriatr Soc Date: 2018-09-24 Impact factor: 5.562