Literature DB >> 30594534

Cardiovascular health in young and middle adulthood and medical care utilization and costs at older age - The Chicago Heart Association Detection Project Industry (CHA).

Cuiping Schiman1, Lei Liu2, Ya-Chen Tina Shih3, Lihui Zhao4, Martha L Daviglus5, Kiang Liu6, James Fries7, Daniel B Garside8, Thanh-Huyen T Vu9, Jeremiah Stamler10, Donald M Lloyd-Jones11, Norrina B Allen12.   

Abstract

It is unclear how long-term medical utilization and costs from diverse care settings and their age-related patterns may differ by cardiovascular health (CVH) status earlier in adulthood. We followed 17,195 participants of the Chicago Heart Association Detection Project Industry (1967-1973) with linked Medicare claims (1992 to 2010). Baseline CVH is a composite measure of blood pressure, body mass index, diabetes, cholesterol, and smoking and includes four mutually exclusive strata: all factors were favorable (5.5%), one or more factors were elevated but none high (20.3%), one factor was high (40.9%), and two or more factors were high (33.2%). We assessed differences in the quantities (using negative binomial models) of and costs (using quantile regressions) for inpatient admissions, ambulatory care, home health care, and others between less favorable and all favorable CVH. All analyses adjusted for baseline age, race, sex, education, age at follow-up, year, state of residence, and death. We found that all favorable CVH in earlier adulthood was associated with lower long-term utilization and costs in all settings and the gap widened with age. Compared to all favorable CVH, the annual number of acute inpatient admissions per person was 79% greater (p-value < 0.001) for poor CVH, the median annual Medicare payment per person was $640 greater (41%, p-value < 0.001), and the mean was $4628 greater (67%, p-value < 0.001). The cost differences were greatest for acute inpatient, followed by ambulatory, post-acute inpatient, home health, and other. Early prevention efforts may potentially result in compressed all-cause morbidity in later years of age, along with reductions in resource use and health care costs for associated conditions.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Cardiovascular health; Healthcare costs; Healthcare utilization

Year:  2018        PMID: 30594534      PMCID: PMC6434936          DOI: 10.1016/j.ypmed.2018.12.024

Source DB:  PubMed          Journal:  Prev Med        ISSN: 0091-7435            Impact factor:   4.018


  21 in total

1.  Low risk-factor profile and long-term cardiovascular and noncardiovascular mortality and life expectancy: findings for 5 large cohorts of young adult and middle-aged men and women.

Authors:  J Stamler; R Stamler; J D Neaton; D Wentworth; M L Daviglus; D Garside; A R Dyer; K Liu; P Greenland
Journal:  JAMA       Date:  1999-12-01       Impact factor: 56.272

2.  Healthy lifestyle factors in the primary prevention of coronary heart disease among men: benefits among users and nonusers of lipid-lowering and antihypertensive medications.

Authors:  Stephanie E Chiuve; Marjorie L McCullough; Frank M Sacks; Eric B Rimm
Journal:  Circulation       Date:  2006-07-03       Impact factor: 29.690

3.  Value of primordial and primary prevention for cardiovascular disease: a policy statement from the American Heart Association.

Authors:  William S Weintraub; Stephen R Daniels; Lora E Burke; Barry A Franklin; David C Goff; Laura L Hayman; Donald Lloyd-Jones; Dilip K Pandey; Eduardo J Sanchez; Andrea Parsons Schram; Laurie P Whitsel
Journal:  Circulation       Date:  2011-07-25       Impact factor: 29.690

4.  Favorable Cardiovascular Risk Profile Is Associated With Lower Healthcare Costs and Resource Utilization: The 2012 Medical Expenditure Panel Survey.

Authors:  Javier Valero-Elizondo; Joseph A Salami; Oluseye Ogunmoroti; Chukwuemeka U Osondu; Ehimen C Aneni; Rehan Malik; Erica S Spatz; Jamal S Rana; Salim S Virani; Ron Blankstein; Michael J Blaha; Emir Veledar; Khurram Nasir
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2016-03-03

5.  Favorable Cardiovascular Health Is Associated With Lower Health Care Expenditures and Resource Utilization in a Large US Employee Population: The Baptist Health South Florida Employee Study.

Authors:  Chukwuemeka U Osondu; Ehimen C Aneni; Javier Valero-Elizondo; Joseph A Salami; Maribeth Rouseff; Sankalp Das; Henry Guzman; Adnan Younus; Oluseye Ogunmoroti; Theodore Feldman; Arthur S Agatston; Emir Veledar; Barry Katzen; Chris Calitz; Eduardo Sanchez; Donald M Lloyd-Jones; Khurram Nasir
Journal:  Mayo Clin Proc       Date:  2017-03-13       Impact factor: 7.616

6.  Cardiovascular risk profile earlier in life and Medicare costs in the last year of life.

Authors:  Martha L Daviglus; Kiang Liu; Amber Pirzada; Lijing L Yan; Daniel B Garside; Philip Greenland; Larry M Manheim; Alan R Dyer; Renwei Wang; James Lubitz; Willard G Manning; James F Fries; Jeremiah Stamler
Journal:  Arch Intern Med       Date:  2005-05-09

7.  Healthy lifestyle through young adulthood and the presence of low cardiovascular disease risk profile in middle age: the Coronary Artery Risk Development in (Young) Adults (CARDIA) study.

Authors:  Kiang Liu; Martha L Daviglus; Catherine M Loria; Laura A Colangelo; Bonnie Spring; Arlen C Moller; Donald M Lloyd-Jones
Journal:  Circulation       Date:  2012-01-30       Impact factor: 29.690

8.  Benefit of a favorable cardiovascular risk-factor profile in middle age with respect to Medicare costs.

Authors:  M L Daviglus; K Liu; P Greenland; A R Dyer; D B Garside; L Manheim; L P Lowe; M Rodin; J Lubitz; J Stamler
Journal:  N Engl J Med       Date:  1998-10-15       Impact factor: 91.245

9.  Analysis of variation in charges and prices paid for vaginal and caesarean section births: a cross-sectional study.

Authors:  Renee Y Hsia; Yaa Akosa Antwi; Ellerie Weber
Journal:  BMJ Open       Date:  2014-01-15       Impact factor: 2.692

10.  Cardiovascular Health and Healthcare Utilization and Expenditures Among Medicare Beneficiaries: The REasons for Geographic And Racial Differences in Stroke (REGARDS) Study.

Authors:  Kristal J Aaron; Lisandro D Colantonio; Luqin Deng; Suzanne E Judd; Julie L Locher; Monika M Safford; Mary Cushman; Meredith L Kilgore; David J Becker; Paul Muntner
Journal:  J Am Heart Assoc       Date:  2017-02-01       Impact factor: 5.501

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  4 in total

1.  The 'Heart Kuznets Curve'? Understanding the relations between economic development and cardiac conditions.

Authors:  Hitoshi Nagano; Jose A Puppim de Oliveira; Allan Kardec Barros; Altair da Silva Costa Junior
Journal:  World Dev       Date:  2020-04-30

2.  Addressing the "Common Soil" of Risk Factors for Cardiovascular Disease and Cancer.

Authors:  Elizabeth A Hibler; Donald M Lloyd-Jones
Journal:  JACC CardioOncol       Date:  2021-03-16

3.  Cardiovascular health in pediatric heart transplant patients.

Authors:  Carmel Bogle; Amanda Marma Perak; Sarah J Wilkens; Alaa Aljiffry; Karen Rychlik; John M Costello; Donald M Lloyd-Jones; Elfriede Pahl
Journal:  BMC Cardiovasc Disord       Date:  2022-04-01       Impact factor: 2.298

4.  Associations of gestational cardiovascular health with pregnancy outcomes: the Hyperglycemia and Adverse Pregnancy Outcome study.

Authors:  Amanda M Perak; Nicola Lancki; Alan Kuang; Darwin R Labarthe; Norrina B Allen; Svati H Shah; Lynn P Lowe; William A Grobman; Denise M Scholtens; Donald M Lloyd-Jones; William L Lowe
Journal:  Am J Obstet Gynecol       Date:  2020-08-05       Impact factor: 8.661

  4 in total

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