Cargando…
Consumer credit, chronic disease and risk behaviours
BACKGROUND: Credit scores have been identified as a marker of disease burden. This study investigated credit scores’ association with chronic diseases and health behaviours that are associated with chronic diseases. METHODS: This cross-sectional analysis included data on 2083 residents of Philadelph...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6512797/ https://www.ncbi.nlm.nih.gov/pubmed/30322882 http://dx.doi.org/10.1136/jech-2018-211160 |
_version_ | 1783417699361095680 |
---|---|
author | Dean, Lorraine T Knapp, Emily A Snguon, Sevly Ransome, Yusuf Qato, Dima M Visvanathan, Kala |
author_facet | Dean, Lorraine T Knapp, Emily A Snguon, Sevly Ransome, Yusuf Qato, Dima M Visvanathan, Kala |
author_sort | Dean, Lorraine T |
collection | PubMed |
description | BACKGROUND: Credit scores have been identified as a marker of disease burden. This study investigated credit scores’ association with chronic diseases and health behaviours that are associated with chronic diseases. METHODS: This cross-sectional analysis included data on 2083 residents of Philadelphia, Pennsylvania, USA in 2015. Nine-digit ZIP code level FICO credit scores were appended to individual self-reported chronic diseases (obesity, diabetes, hypertension) and related health behaviours (smoking, exercise, and salt intake and medication adherence among those with hypertension). Models adjusted for individual-level and area-level demographics and retail pharmacy accessibility. RESULTS: Median ZIP code credit score was 665 (SD=58). In adjusted models, each 50-point increase in ZIP code credit score was significantly associated with: 8% lower chronic disease risk; 6% lower overweight/obesity risk, 19% lower diabetes risk; 9% lower hypertension risk and 14% lower smoking risk. Other health behaviours were not significantly associated. Compared with high prime credit, subprime credit score was significantly associated with a 15%–70% increased risk of chronic disease, following a dose–response pattern with a prime rating. CONCLUSION: Lower area level credit scores may be associated with greater chronic disease prevalence but not necessarily with related health behaviours. Area-level consumer credit may make a novel contribution to identifying chronic disease patterns. |
format | Online Article Text |
id | pubmed-6512797 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-65127972019-05-13 Consumer credit, chronic disease and risk behaviours Dean, Lorraine T Knapp, Emily A Snguon, Sevly Ransome, Yusuf Qato, Dima M Visvanathan, Kala J Epidemiol Community Health Research Report BACKGROUND: Credit scores have been identified as a marker of disease burden. This study investigated credit scores’ association with chronic diseases and health behaviours that are associated with chronic diseases. METHODS: This cross-sectional analysis included data on 2083 residents of Philadelphia, Pennsylvania, USA in 2015. Nine-digit ZIP code level FICO credit scores were appended to individual self-reported chronic diseases (obesity, diabetes, hypertension) and related health behaviours (smoking, exercise, and salt intake and medication adherence among those with hypertension). Models adjusted for individual-level and area-level demographics and retail pharmacy accessibility. RESULTS: Median ZIP code credit score was 665 (SD=58). In adjusted models, each 50-point increase in ZIP code credit score was significantly associated with: 8% lower chronic disease risk; 6% lower overweight/obesity risk, 19% lower diabetes risk; 9% lower hypertension risk and 14% lower smoking risk. Other health behaviours were not significantly associated. Compared with high prime credit, subprime credit score was significantly associated with a 15%–70% increased risk of chronic disease, following a dose–response pattern with a prime rating. CONCLUSION: Lower area level credit scores may be associated with greater chronic disease prevalence but not necessarily with related health behaviours. Area-level consumer credit may make a novel contribution to identifying chronic disease patterns. BMJ Publishing Group 2019-01 2018-10-15 /pmc/articles/PMC6512797/ /pubmed/30322882 http://dx.doi.org/10.1136/jech-2018-211160 Text en © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Research Report Dean, Lorraine T Knapp, Emily A Snguon, Sevly Ransome, Yusuf Qato, Dima M Visvanathan, Kala Consumer credit, chronic disease and risk behaviours |
title | Consumer credit, chronic disease and risk behaviours |
title_full | Consumer credit, chronic disease and risk behaviours |
title_fullStr | Consumer credit, chronic disease and risk behaviours |
title_full_unstemmed | Consumer credit, chronic disease and risk behaviours |
title_short | Consumer credit, chronic disease and risk behaviours |
title_sort | consumer credit, chronic disease and risk behaviours |
topic | Research Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6512797/ https://www.ncbi.nlm.nih.gov/pubmed/30322882 http://dx.doi.org/10.1136/jech-2018-211160 |
work_keys_str_mv | AT deanlorrainet consumercreditchronicdiseaseandriskbehaviours AT knappemilya consumercreditchronicdiseaseandriskbehaviours AT snguonsevly consumercreditchronicdiseaseandriskbehaviours AT ransomeyusuf consumercreditchronicdiseaseandriskbehaviours AT qatodimam consumercreditchronicdiseaseandriskbehaviours AT visvanathankala consumercreditchronicdiseaseandriskbehaviours |