Literature DB >> 25404329

Credit scores, cardiovascular disease risk, and human capital.

Salomon Israel1, Avshalom Caspi2, Daniel W Belsky3, HonaLee Harrington1, Sean Hogan4, Renate Houts1, Sandhya Ramrakha4, Seth Sanders5, Richie Poulton4, Terrie E Moffitt6.   

Abstract

Credit scores are the most widely used instruments to assess whether or not a person is a financial risk. Credit scoring has been so successful that it has expanded beyond lending and into our everyday lives, even to inform how insurers evaluate our health. The pervasive application of credit scoring has outpaced knowledge about why credit scores are such useful indicators of individual behavior. Here we test if the same factors that lead to poor credit scores also lead to poor health. Following the Dunedin (New Zealand) Longitudinal Study cohort of 1,037 study members, we examined the association between credit scores and cardiovascular disease risk and the underlying factors that account for this association. We find that credit scores are negatively correlated with cardiovascular disease risk. Variation in household income was not sufficient to account for this association. Rather, individual differences in human capital factors—educational attainment, cognitive ability, and self-control—predicted both credit scores and cardiovascular disease risk and accounted for ∼45% of the correlation between credit scores and cardiovascular disease risk. Tracing human capital factors back to their childhood antecedents revealed that the characteristic attitudes, behaviors, and competencies children develop in their first decade of life account for a significant portion (∼22%) of the link between credit scores and cardiovascular disease risk at midlife. We discuss the implications of these findings for policy debates about data privacy, financial literacy, and early childhood interventions.

Entities:  

Keywords:  cardiovascular disease risk; consumer finance; credit score; human capital

Mesh:

Year:  2014        PMID: 25404329      PMCID: PMC4260546          DOI: 10.1073/pnas.1409794111

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  14 in total

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Authors:  Véronique L Roger; Alan S Go; Donald M Lloyd-Jones; Emelia J Benjamin; Jarett D Berry; William B Borden; Dawn M Bravata; Shifan Dai; Earl S Ford; Caroline S Fox; Heather J Fullerton; Cathleen Gillespie; Susan M Hailpern; John A Heit; Virginia J Howard; Brett M Kissela; Steven J Kittner; Daniel T Lackland; Judith H Lichtman; Lynda D Lisabeth; Diane M Makuc; Gregory M Marcus; Ariane Marelli; David B Matchar; Claudia S Moy; Dariush Mozaffarian; Michael E Mussolino; Graham Nichol; Nina P Paynter; Elsayed Z Soliman; Paul D Sorlie; Nona Sotoodehnia; Tanya N Turan; Salim S Virani; Nathan D Wong; Daniel Woo; Melanie B Turner
Journal:  Circulation       Date:  2011-12-15       Impact factor: 29.690

2.  Time discounting predicts creditworthiness.

Authors:  Stephan Meier; Charles D Sprenger
Journal:  Psychol Sci       Date:  2011-12-07

3.  An empirical investigation of dispositional antecedents and performance-related outcomes of credit scores.

Authors:  Jeremy B Bernerth; Shannon G Taylor; H Jack Walker; Daniel S Whitman
Journal:  J Appl Psychol       Date:  2011-10-24

4.  Estimating the Technology of Cognitive and Noncognitive Skill Formation.

Authors:  Flavio Cunha; James Heckman; Susanne Schennach
Journal:  Econometrica       Date:  2010-05-01       Impact factor: 5.844

5.  Cognitive skills affect economic preferences, strategic behavior, and job attachment.

Authors:  Stephen V Burks; Jeffrey P Carpenter; Lorenz Goette; Aldo Rustichini
Journal:  Proc Natl Acad Sci U S A       Date:  2009-04-24       Impact factor: 11.205

6.  Persistent cannabis users show neuropsychological decline from childhood to midlife.

Authors:  Madeline H Meier; Avshalom Caspi; Antony Ambler; HonaLee Harrington; Renate Houts; Richard S E Keefe; Kay McDonald; Aimee Ward; Richie Poulton; Terrie E Moffitt
Journal:  Proc Natl Acad Sci U S A       Date:  2012-08-27       Impact factor: 11.205

7.  Healthy, wealthy, and wise: retirement planning predicts employee health improvements.

Authors:  Timothy Gubler; Lamar Pierce
Journal:  Psychol Sci       Date:  2014-06-27

8.  A gradient of childhood self-control predicts health, wealth, and public safety.

Authors:  Terrie E Moffitt; Louise Arseneault; Daniel Belsky; Nigel Dickson; Robert J Hancox; Honalee Harrington; Renate Houts; Richie Poulton; Brent W Roberts; Stephen Ross; Malcolm R Sears; W Murray Thomson; Avshalom Caspi
Journal:  Proc Natl Acad Sci U S A       Date:  2011-01-24       Impact factor: 11.205

9.  General cardiovascular risk profile for use in primary care: the Framingham Heart Study.

Authors:  Ralph B D'Agostino; Ramachandran S Vasan; Michael J Pencina; Philip A Wolf; Mark Cobain; Joseph M Massaro; William B Kannel
Journal:  Circulation       Date:  2008-01-22       Impact factor: 29.690

10.  Translating personality psychology to help personalize preventive medicine for young adult patients.

Authors:  Salomon Israel; Terrie E Moffitt; Daniel W Belsky; Robert J Hancox; Richie Poulton; Brent Roberts; W Murray Thomson; Avshalom Caspi
Journal:  J Pers Soc Psychol       Date:  2014-03
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  11 in total

Review 1.  Medical-Financial Partnerships: Cross-Sector Collaborations Between Medical and Financial Services to Improve Health.

Authors:  Orly N Bell; Michael K Hole; Karl Johnson; Lucy E Marcil; Barry S Solomon; Adam Schickedanz
Journal:  Acad Pediatr       Date:  2019-10-13       Impact factor: 3.107

2.  Using Credit Scores to Understand Predictors and Consequences of Disease.

Authors:  Lorraine T Dean; Lauren Hersch Nicholas
Journal:  Am J Public Health       Date:  2018-11       Impact factor: 9.308

3.  Consumer credit scores as a novel tool for identifying health in urban U.S. neighborhoods.

Authors:  Emily A Knapp; Lorraine T Dean
Journal:  Ann Epidemiol       Date:  2018-07-31       Impact factor: 3.797

4.  Life skills, wealth, health, and wellbeing in later life.

Authors:  Andrew Steptoe; Jane Wardle
Journal:  Proc Natl Acad Sci U S A       Date:  2017-04-10       Impact factor: 11.205

5.  Cardiorespiratory fitness and cognitive function in midlife: neuroprotection or neuroselection?

Authors:  Daniel W Belsky; Avshalom Caspi; Salomon Israel; James A Blumenthal; Richie Poulton; Terrie E Moffitt
Journal:  Ann Neurol       Date:  2015-03-06       Impact factor: 10.422

6.  The Dunedin Multidisciplinary Health and Development Study: overview of the first 40 years, with an eye to the future.

Authors:  Richie Poulton; Terrie E Moffitt; Phil A Silva
Journal:  Soc Psychiatry Psychiatr Epidemiol       Date:  2015-04-03       Impact factor: 4.328

7.  Patienthood and participation in the digital era.

Authors:  Sonja Erikainen; Martyn Pickersgill; Sarah Cunningham-Burley; Sarah Chan
Journal:  Digit Health       Date:  2019-04-23

8.  Consumer credit, chronic disease and risk behaviours.

Authors:  Lorraine T Dean; Emily A Knapp; Sevly Snguon; Yusuf Ransome; Dima M Qato; Kala Visvanathan
Journal:  J Epidemiol Community Health       Date:  2018-10-15       Impact factor: 3.710

9.  Machine learning approaches to the social determinants of health in the health and retirement study.

Authors:  Benjamin Seligman; Shripad Tuljapurkar; David Rehkopf
Journal:  SSM Popul Health       Date:  2017-11-21

10.  Consumer credit as a novel marker for economic burden and health after cancer in a diverse population of breast cancer survivors in the USA.

Authors:  Lorraine T Dean; Kathryn H Schmitz; Kevin D Frick; Lauren H Nicholas; Yuehan Zhang; S V Subramanian; Kala Visvanathan
Journal:  J Cancer Surviv       Date:  2018-01-25       Impact factor: 4.442

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