scholarly journals Increasing Utility of Google Trends in Monitoring Cardiovascular Disease

2021 ◽  
Author(s):  
Conor Senecal ◽  
Madeline Mahowald ◽  
Lilach Lerman ◽  
Francisco Lopez-Jimenez ◽  
Amir Lerman
Keyword(s):  
United States ◽  
Risk Factors ◽  
Cardiovascular Disease ◽  
Strong Correlation ◽  
The United States ◽  
Google Trends ◽  
Online Search ◽  
Health Related ◽  
Search Data ◽  
Over Time

Abstract Introduction: Cardiovascular disease is the most common cause of morbidity and mortality in the United States and in the world. Patients are increasingly using internet search to find health-related information, including searches for cardiovascular diseases and risk factors. We sought to evaluate the change in the state by state correlation of cardiovascular disease and risk factors with Google Trends search volumes. Methods: Data on cardiovascular disease hospitalizations and risk factor prevalence were obtained from the publically available CDC website from 2006-2018. Google Trends data were obtained for matching conditions and time periods. Simple linear regression was performed to evaluate for an increase in correlation over time. Results: Hospitalizations for six separate cardiovascular disease conditions showed moderate to strong correlation with online search data in the last period studied (heart failure (0.58, P<0.001), atrial fibrillation (0.57, P<0.001), coronary heart disease (0.58, P<0.001), myocardial infarction (0.70, P<0.001), stroke (0.62, P<0.001), cardiac dysrhythmia (0.46, P<0.001)). All diseases studied showed a positive increase in correlation throughout the time period studied (P<0.05). All five of the cardiovascular risk factors studied showed strong correlation with online search data; diabetes (R=0.78, P<0.001), cigarette use (R=0.79, P<0.001), hypertension (R=0.81, P<0.001), high cholesterol (R=0.59, P<0.001), obesity (R=0.80, P<0.001). Three of the five showed an increasing correlation over time. Conclusion: The prevalence of and hospitalizations for cardiovascular conditions in the United States strongly correlate with online search volumes nationwide and when analyzed by state. This relationship has progressively strengthened or been strong and stable over recent years for these conditions. Google Trends represents an increasingly valuable tool for evaluating the burden of cardiovascular disease and risk factors in the United States.

scholarly journals Increasing utility of Google Trends in monitoring cardiovascular disease

2021 ◽  
Vol 7 ◽  
pp. 205520762110334
Author(s):  
Conor Senecal ◽  
Madeline Mahowald ◽  
Lilach Lerman ◽  
Francisco Lopes-Jimenez ◽  
Amir Lerman
Keyword(s):  
United States ◽  
Risk Factors ◽  
Cardiovascular Disease ◽  
Strong Correlation ◽  
The United States ◽  
Google Trends ◽  
Online Search ◽  
Control And Prevention ◽  
Search Data ◽  
Over Time

Introduction Cardiovascular disease is the most common cause of morbidity and mortality in the United States. Patients are increasingly using internet search to find health-related information, including searches for cardiovascular diseases and risk factors. We sought to evaluate the change in the state by state correlation of cardiovascular disease and risk factors with Google Trends search volumes. Methods Data on cardiovascular disease hospitalizations and risk factor prevalence were obtained from the publically available Centers for Disease Control and Prevention website from 2006 to 2018. Google Trends data were obtained for matching conditions and time periods. Simple linear regression was performed to evaluate for an increase in correlation over time. Results Hospitalizations for six separate cardiovascular disease conditions showed moderate to strong correlation with online search data in the last period studied (heart failure (0.58, p < .001), atrial fibrillation (0.57, p < .001), coronary heart disease (0.58, p < .001), myocardial infarction (0.70, p < .001), stroke (0.62, p < .001), cardiac dysrhythmia (0.46, p < .001)) in the United States. All diseases studied showed a positive increase in correlation throughout the time period studied ( p < .05). All five of the cardiovascular risk factors studied showed strong correlation with online search data; diabetes ( R = 0.78, p < .001), cigarette use ( R = 0.79, p < .001), hypertension ( R = 0.81, p < .001), high cholesterol ( R = 0.59, p < .001), and obesity ( p = 0.80, p < .001) in the United States. Three of the five risk factors showed an increasing correlation over time. Conclusion The prevalence of and hospitalizations for cardiovascular conditions in the United States strongly correlate with online search volumes in the United States when analyzed by state. This relationship has progressively strengthened or been strong and stable over recent years for these conditions. Google Trends represents an increasingly valuable tool for evaluating the burden of cardiovascular disease and risk factors in the United States.

Cardiovascular Disease Risk Factors Among Immigrant and US-Born Adults in New York City

2021 ◽  
pp. 003335492110075
Author(s):  
Claudia Chernov ◽  
Lisa Wang ◽  
Lorna E. Thorpe ◽  
Nadia Islam ◽  
Amy Freeman ◽  
...  
Keyword(s):  
United States ◽  
Risk Factors ◽  
Cardiovascular Disease ◽  
New York ◽  
New York City ◽  
Health Insurance ◽  
York City ◽  
The United States ◽  
Nutrition Examination Survey ◽  
Health And Nutrition

Objectives Immigrant adults tend to have better health than native-born adults despite lower incomes, but the health advantage decreases with length of residence. To determine whether immigrant adults have a health advantage over US-born adults in New York City, we compared cardiovascular disease (CVD) risk factors among both groups. Methods Using data from the New York City Health and Nutrition Examination Survey 2013-2014, we assessed health insurance coverage, health behaviors, and health conditions, comparing adults ages ≥20 born in the 50 states or the District of Columbia (US-born) with adults born in a US territory or outside the United States (immigrants, following the National Health and Nutrition Examination Survey) and comparing US-born adults with (1) adults who immigrated recently (≤10 years) and (2) adults who immigrated earlier (>10 years). Results For immigrant adults, the mean time since arrival in the United States was 21.8 years. Immigrant adults were significantly more likely than US-born adults to lack health insurance (22% vs 12%), report fair or poor health (26% vs 17%), have hypertension (30% vs 23%), and have diabetes (20% vs 11%) but significantly less likely to smoke (18% vs 27%) (all P < .05). Comparable proportions of immigrant adults and US-born adults were overweight or obese (67% vs 63%) and reported CVD (both 7%). Immigrant adults who arrived recently were less likely than immigrant adults who arrived earlier to have diabetes or high cholesterol but did not differ overall from US-born adults. Conclusions Our findings may help guide prevention programs and policy efforts to ensure that immigrant adults remain healthy.

Prevalence and Predictors of Cardiovascular Disease and Risk Factors in Transgender Persons in the United States

2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Aditi Malhotra ◽  
Smadar Kort ◽  
Tara Lauther ◽  
Noelle Mann ◽  
Hal A. Skopicki ◽  
...  
Keyword(s):  
United States ◽  
Risk Factors ◽  
Cardiovascular Disease ◽  
The United States ◽  
Transgender Persons

Medical Management of Atherosclerotic Risk Factors in Vascular Surgery Patients

2015 ◽  
Author(s):  
Jayer Chung
Keyword(s):  
United States ◽  
Risk Factors ◽  
Cardiovascular Disease ◽  
Vascular Surgery ◽  
Medical Management ◽  
Antiplatelet Agents ◽  
The United States ◽  
Moderate Intensity ◽  
National Committee ◽  
Atherosclerotic Risk Factors

There is an epidemic of cardiovascular disease in the United States, which is responsible for approximately one death every 40 seconds in the United States. Whereas the overall mortality attributable to cardiovascular disease is decreasing, the overall prevalence of atherosclerotic risk factors is increasing. Optimal management of atherosclerotic risk factors can have profound effects on morbidity and mortality after vascular surgical procedures. This review covers risk factors for the development of atherosclerosis; the evaluation of patients with vascular disease; management of tobacco abuse, hypertension, hyperlipidemia, diabetes mellitus, and antiplatelet agents; and perioperative medical management concerns in vascular surgery. Tables highlight investigational biomarkers for atherosclerosis, behavioral modification recommendations to be used to improve smoking cessation, Eighth Joint National Committee guidelines for blood pressure management, definitions of high- and moderate-intensity statin therapy, and potential future areas of research. Algorithms lay out the effects of cigarette smoke, the proposed mechanism of statin pleiotropy as it pertains to the vasculature, and the proposed mechanisms of the role of hyperglycemia in atherogenesis. This review contains 3 figures, 6 tables, and 79 references.

Abstract WMP60: Temporal Trends in Incidence, Prevalence and Epidemiological Characteristics of Cerebral Venous Thrombosis in the United States

Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Fadar Otite ◽  
Smit Patel ◽  
Richa Sharma ◽  
Pushti Khandwala ◽  
Devashish Desai ◽  
...  
Keyword(s):  
United States ◽  
Risk Factors ◽  
Cerebral Venous Thrombosis ◽  
The United States ◽  
P Value ◽  
Joinpoint Regression ◽  
The Us ◽  
Epidemiological Characteristics ◽  
Over Time ◽  
Age And Sex

Background: The primary aim of this study is to describe current trends in racial-, age- and sex-specific incidence, clinical characteristics and burden of cerebral venous thrombosis (CVT) in the United States (US). Methods: Validated International Classification of Disease codes were used to identify all adult new cases of CVT (n=5,567) in the State Inpatients Database of New York and Florida (2006-2016) and all cases of CVT in the entire US from the National Inpatient Sample 2005-2016 (weighted n=57,315). Incident CVT counts were combined with annual US Census data to compute age and sex-specific incidence of CVT. Joinpoint regression was used to evaluate trends in incidence over time. Results: From 2005-2016, 0.47%-0.80% of all strokes in the US were CVTs but this proportion increased by 70.4% over time. Of all CVTs over this period, 66.7% were in females but this proportion declined over time (p<0.001). Pregnancy/puerperium (27.4%) and cancer (11.8%) were the most common risk factors in women, while cancer (19.5%) and central nervous trauma (11.3) were the most common in men. Whereas the prevalence of pregnancy/puerperium declined significantly over time in women, that of cancer, inflammatory conditions and trauma increased over time in both sexes. Annual age and sex-standardized incidence of CVT in cases/million population ranged from 13.9-20.2, but incidence varied significantly by sex (women: 20.3-26.9; men 6.8-16.8) and by age/sex (women 18-44yo: 24.0-32.6%; men: 18-44yo: 5.3-12.8). Age and sex-standardized incidence also differed by race (Blacks:18.6-27.2; whites: 14.3-18.5; Asians: 5.1-13.8). On joinpoint regression, incidence increased across 2006-2016 but most of this increase was driven by increase in all age groups of men (combined annualized percentage change (APC) 9.2%, p-value <0.001), women 45-64 yo (APC 7.8%, p-value <0.001) and women ≥65 yo (APC 7.4%, p-value <0.001). Incidence in women 18-44 yo remained unchanged over time . Conclusion: The epidemiological characteristics of CVT patients in the US is changing. Incidence increased significantly over the last decade. Further studies are needed to determine whether this increase represents a true increase from changing risk factors or artefactual increase from improved detection.

Abstract 237: Prevalence of Cardiovascular Risk Factors and Cardiovascular Disease in Transgender Persons in The United States

2020 ◽  
Vol 13 (Suppl_1) ◽  
Author(s):  
Aditi Malhotra ◽  
Hal A Skopicki ◽  
Smadar Kort ◽  
Noelle Mann ◽  
Puja Parikh
Keyword(s):  
Diabetes Mellitus ◽  
United States ◽  
Risk Factors ◽  
Cardiovascular Disease ◽  
Chronic Obstructive Pulmonary Disease ◽  
Chronic Kidney Disease ◽  
The United States ◽  
Chronic Obstructive ◽  
Obstructive Pulmonary Disease ◽  
Transgender Persons

Background: There is a paucity of data regarding prevalence of cardiovascular disease (CVD) and corresponding cardiovascular (CV) risk factors in transgender individuals. We sought to assess the prevalence of CV risk factors and CVD in transgender persons in the United States. Methods: The 2018 Centers for Disease Control’s Behavioral Risk Factor Surveillance Survey was utilized to identify a cohort of 1,038 transgender individuals in the United States. Presence of CVD was noted with a single affirmative response to the following questions: “Has a health care professional ever told you that you had any of the following:” (1) a heart attack or myocardial infarction, (2) angina or coronary heart disease, (3) a stroke? Results: Among the 1,038 transgender individuals studied, a total of 145 (14.0%) had CVD while 893 (86.0%) did not. No differences in prevalence of CVD was noted in transgender individuals who transitioned from male-to-female (n=387), female-to-male (n=400), and gender nonconforming status (n=251) (15.0% vs 13.8% vs 12.7%, p=0.72). Transgender individuals with CVD were older, had lower annual income, higher rates of smoking (28.4% vs 18.1%, p=0.004), and higher rates of multiple co-morbidities including asthma (26.6% vs 17.4%, p = 0.009), skin cancer (21.8% vs 5.0%, p <0.001), non-skin cancers (16.8% vs 6.8%, p <0.001), chronic obstructive pulmonary disease (27.5% vs 7.0%, p <0.001), arthritis (65.3% vs 28.7%, p<0.001), depressive disorder (42.7% vs 31.0%, p= 0.006), chronic kidney disease (16.2% vs 3.3%, p< 0.001), and diabetes mellitus (42.0% vs 12.7%, p <0.001). No significant differences in race, health insurance status, or body mass index was noted between transgender individuals with CVD versus those without. In multivariable analysis, independent predictors of CVD in transgender individuals included older age, diabetes mellitus [odds ratio (OR) 2.82, 95% confidence interval (CI) 1.73 - 4.58], chronic kidney disease (OR 3.69, 95% CI 1.80 - 7.57), chronic obstructive pulmonary disease (OR 2.18, 95% CI 1.19 - 3.99), and depressive disorder (OR 1.82, 95% CI 1.09 - 3.03). Conclusions: In this observational contemporary study, CVD was prevalent in 14% of transgender individuals in the United States. Predictors of CVD in the transgender population exist and transgender persons should be appropriately screened for CV risk factors so as to minimize their risk of CVD.

scholarly journals The association of nativity/length of residence and cardiovascular disease risk factors in the United States

2020 ◽  
Vol 130 ◽  
pp. 105893
Author(s):  
Cheryl D. Fryar ◽  
Tala H. Fakhouri ◽  
Margaret D. Carroll ◽  
Steven M. Frenk ◽  
Cynthia L. Ogden
Keyword(s):  
United States ◽  
Risk Factors ◽  
Cardiovascular Disease ◽  
Disease Risk ◽  
Cardiovascular Disease Risk ◽  
The United States ◽  
Cardiovascular Disease Risk Factors ◽  
Length Of Residence
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