This article has been corrected. The original version (PDF) is appended to this article as a Supplement.
Background:
Recent data suggest that the United States is in the midst of an epidemiologic transition in the leading cause of death.
Objective:
To examine county-level sociodemographic differences in the transition from heart disease to cancer as the leading cause of death in the United States.
Design:
Observational study.
Setting:
U.S. death records, 2003 to 2015.
Participants:
Decedents aged 25 years or older, classified by racial/ethnic group.
Measurements:
All-cause, heart disease, and cancer mortality stratified by quintiles of county median household income. Age- and sex-adjusted mortality rates and average annual percentage of change were calculated.
Results:
Heart disease was the leading cause of death in 79% of counties in 2003 and 59% in 2015. Cancer was the leading cause of death in 21% of counties in 2003 and 41% in 2015. The shift to cancer as the leading cause of death was greatest in the highest-income counties. Overall, heart disease mortality rates decreased by 28% (30% in high-income counties vs. 22% in low-income counties) from 2003 to 2015, and cancer mortality rates decreased by 16% (18% in high-income counties vs. 11% in low-income counties). In the lowest-income counties, heart disease remained the leading cause of death among all racial/ethnic groups, and improvements were smaller for both heart disease and cancer.
Limitation:
Use of county median household income as a proxy for socioeconomic status.
Conclusion:
Data show that heart disease is more likely to be the leading cause of death in low-income counties. Low-income counties have not experienced the same decrease in mortality rates as high-income counties, which suggests a later transition to cancer as the leading cause of death in low-income counties.
Primary Funding Source:
National Institute on Minority Health and Health Disparities.
References
- 1.
Omran AR . The epidemiologic transition. A theory of the epidemiology of population change. Milbank Mem Fund Q. 1971;49:509-38. [PMID: 5155251] CrossrefMedlineGoogle Scholar - 2.
Omran AR . The epidemiologic transition: a theory of the epidemiology of population change. 1971. Milbank Q. 2005;83:731-57. [PMID: 16279965] CrossrefMedlineGoogle Scholar - 3.
Zhao D ,Liu J ,Wang W ,Zeng Z ,Cheng J ,Liu J ,et al . Epidemiological transition of stroke in China: twenty-one-year observational study from the Sino-MONICA-Beijing Project. Stroke. 2008;39:1668-74. [PMID: 18309149] doi:10.1161/STROKEAHA.107.502807 CrossrefMedlineGoogle Scholar - 4.
Stevens G ,Dias RH ,Thomas KJ ,Rivera JA ,Carvalho N ,Barquera S ,et al . Characterizing the epidemiological transition in Mexico: national and subnational burden of diseases, injuries, and risk factors. PLoS Med. 2008;5:e125. [PMID: 18563960] doi:10.1371/journal.pmed.0050125 CrossrefMedlineGoogle Scholar - 5.
Albala C andVio F . Epidemiological transition in Latin America: the case of Chile. Public Health. 1995;109:431-42. [PMID: 8570804] CrossrefMedlineGoogle Scholar - 6.
Albala C ,Vio F , andYáñez M . [Epidemiological transition in Latin America: a comparison of four countries]. Rev Med Chil. 1997;125:719-27. [PMID: 9580335] MedlineGoogle Scholar - 7.
Huicho L ,Trelles M ,Gonzales F ,Mendoza W , andMiranda J . Mortality profiles in a country facing epidemiological transition: an analysis of registered data. BMC Public Health. 2009;9:47. [PMID: 19187553] doi:10.1186/1471-2458-9-47 CrossrefMedlineGoogle Scholar - 8. World Health Organization. The top 10 causes of death. 2018. Accessed at www.who.int/news-room/fact-sheets/detail/the-top-10-causes-of-death on 9 September 2018. Google Scholar
- 9.
National Center for Health Statistics . Leading Causes of Death, 1900–1998. Atlanta Centers for Disease Control and Prevention 2008. Google Scholar - 10.
Gu K ,Cowie CC , andHarris MI . Diabetes and decline in heart disease mortality in US adults. JAMA. 1999;281:1291-7. [PMID: 10208144] CrossrefMedlineGoogle Scholar - 11.
Ford ES ,Ajani UA ,Croft JB ,Critchley JA ,Labarthe DR ,Kottke TE ,et al . Explaining the decrease in U.S. deaths from coronary disease, 1980–2000. N Engl J Med. 2007;356:2388-98. [PMID: 17554120] CrossrefMedlineGoogle Scholar - 12.
Ford ES andCapewell S . Proportion of the decline in cardiovascular mortality disease due to prevention versus treatment: public health versus clinical care. Annu Rev Public Health. 2011;32:5-22. [PMID: 21417752] doi:10.1146/annurev-publhealth-031210-101211 CrossrefMedlineGoogle Scholar - 13.
Arias E ,Anderson RN ,Kung HC ,Murphy SL , andKochanek KD . Deaths: final data for 2001. Natl Vital Stat Rep. 2003;52:1-115. [PMID: 14570230] MedlineGoogle Scholar - 14.
Murray CJ ,Barber RM ,Foreman KJ ,AbbasogluOzgoren A ,Abd-Allah F ,Abera SF ,et al .GBD 2013 DALYs and HALE Collaborators . Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990–2013: quantifying the epidemiological transition. Lancet. 2015;386:2145-91. [PMID: 26321261] doi:10.1016/S0140-6736(15)61340-X CrossrefMedlineGoogle Scholar - 15.
Zeng C ,Wen W ,Morgans AK ,Pao W ,Shu XO , andZheng W . Disparities by race, age, and sex in the improvement of survival for major cancers: results from the National Cancer Institute Surveillance, Epidemiology, and End Results (SEER) program in the United States, 1990 to 2010. JAMA Oncol. 2015;1:88-96. [PMID: 26182310] doi:10.1001/jamaoncol.2014.161 CrossrefMedlineGoogle Scholar - 16.
Weir HK ,Anderson RN ,Coleman King SM ,Soman A ,Thompson TD ,Hong Y ,et al . Heart disease and cancer deaths—trends and projections in the United States, 1969–2020. Prev Chronic Dis. 2016;13:E157. [PMID: 27854420] doi:10.5888/pcd13.160211 CrossrefMedlineGoogle Scholar - 17.
Heron M andAnderson RN . Changes in the leading cause of death: recent patterns in heart disease and cancer mortality. NCHS Data Brief. 2016 1-8. [PMID: 27598767] MedlineGoogle Scholar - 18.
Krieger N ,Rehkopf DH ,Chen JT ,Waterman PD ,Marcelli E , andKennedy M . The fall and rise of US inequities in premature mortality: 1960–2002. PLoS Med. 2008;5:e46. [PMID: 18303941] doi:10.1371/journal.pmed.0050046 CrossrefMedlineGoogle Scholar - 19. Aragon TJ. epitools: Epidemiology Tools. R package version 0.5-7. 2012. Accessed at http://CRAN.R-project.org/package=epitools on 9 September 2018. Google Scholar
- 20. United States Department of Agriculture Economic Research Service. Rural-Urban Continuum Codes. Documentation. 2013. Accessed at www.ers.usda.gov/data-products/rural-urban-continuum-codes/documentation/#referencedate on 9 September 2018. Google Scholar
- 21.
Twombly R . Cancer surpasses heart disease as leading cause of death for all but the very elderly. J Natl Cancer Inst. 2005;97:330-1. [PMID: 15741564] CrossrefMedlineGoogle Scholar - 22.
Murray CJ ,Kulkarni SC ,Michaud C ,Tomijima N ,Bulzacchelli MT ,Iandiorio TJ ,et al . Eight Americas: investigating mortality disparities across races, counties, and race-counties in the United States. PLoS Med. 2006;3:e260. [PMID: 16968116] CrossrefMedlineGoogle Scholar - 23.
Hunink MG ,Goldman L ,Tosteson AN ,Mittleman MA ,Goldman PA ,Williams LW ,et al . The recent decline in mortality from coronary heart disease, 1980–1990. The effect of secular trends in risk factors and treatment. JAMA. 1997;277:535-42. [PMID: 9032159] CrossrefMedlineGoogle Scholar - 24.
Singh GK ,Williams SD ,Siahpush M , andMulhollen A . Socioeconomic, rural-urban, and racial inequalities in US cancer mortality: part I—all cancers and lung cancer and part II—colorectal, prostate, breast, and cervical cancers. J Cancer Epidemiol. 2011;2011:107497. [PMID: 22496688] doi:10.1155/2011/107497 CrossrefMedlineGoogle Scholar - 25.
Eberhardt MS andPamuk ER . The importance of place of residence: examining health in rural and nonrural areas. Am J Public Health. 2004;94:1682-6. [PMID: 15451731] CrossrefMedlineGoogle Scholar - 26.
Singh GK ,Azuine RE ,Siahpush M , andKogan MD . All-cause and cause-specific mortality among US youth: socioeconomic and rural-urban disparities and international patterns. J Urban Health. 2013;90:388-405. [PMID: 22772771] doi:10.1007/s11524-012-9744-0 CrossrefMedlineGoogle Scholar - 27.
Cullen MR ,Cummins C , andFuchs VR . Geographic and racial variation in premature mortality in the U.S.: analyzing the disparities. PLoS One. 2012;7:e32930. [PMID: 22529892] doi:10.1371/journal.pone.0032930 CrossrefMedlineGoogle Scholar - 28.
Sharma A ,Colvin-Adams M , andYancy CW . Heart failure in African Americans: disparities can be overcome. Cleve Clin J Med. 2014;81:301-11. [PMID: 24789589] doi:10.3949/ccjm.81a.13045 CrossrefMedlineGoogle Scholar - 29.
Shiels MS ,Chernyavskiy P ,Anderson WF ,Best AF ,Haozous EA ,Hartge P ,et al . Trends in premature mortality in the USA by sex, race, and ethnicity from 1999 to 2014: an analysis of death certificate data. Lancet. 2017;389:1043-54. [PMID: 28131493] doi:10.1016/S0140-6736(17)30187-3 CrossrefMedlineGoogle Scholar - 30.
Chetty R ,Stepner M ,Abraham S ,Lin S ,Scuderi B ,Turner N ,et al . The association between income and life expectancy in the United States, 2001–2014. JAMA. 2016;315:1750-66. [PMID: 27063997] doi:10.1001/jama.2016.4226 CrossrefMedlineGoogle Scholar - 31.
Dwyer-Lindgren L ,Bertozzi-Villa A ,Stubbs RW ,Morozoff C ,Kutz MJ ,Huynh C ,et al . US county-level trends in mortality rates for major causes of death, 1980–2014. JAMA. 2016;316:2385-401. [PMID: 27959996] doi:10.1001/jama.2016.13645 CrossrefMedlineGoogle Scholar - 32.
Dwyer-Lindgren L ,Bertozzi-Villa A ,Stubbs RW ,Morozoff C ,Mackenbach JP ,van Lenthe FJ ,et al . Inequalities in life expectancy among US counties, 1980 to 2014: temporal trends and key drivers. JAMA Intern Med. 2017;177:1003-11. [PMID: 28492829] doi:10.1001/jamainternmed.2017.0918 CrossrefMedlineGoogle Scholar - 33.
Lloyd-Jones DM ,Martin DO ,Larson MG , andLevy D . Accuracy of death certificates for coding coronary heart disease as the cause of death. Ann Intern Med. 1998;129:1020-6 LinkGoogle Scholar - 34.
Arias E ,Schauman WS ,Eschbach K ,Sorlie PD , andBacklund E . The validity of race and Hispanic origin reporting on death certificates in the United States. Vital Health Stat 2. 2008 1-23. [PMID: 19024798] MedlineGoogle Scholar - 35.
Arias E ,Eschbach K ,Schauman WS ,Backlund EL , andSorlie PD . The Hispanic mortality advantage and ethnic misclassification on US death certificates. Am J Public Health. 2010;100 Suppl 1:S171-7. [PMID: 19762677] doi:10.2105/AJPH.2008.135863 CrossrefMedlineGoogle Scholar - 36.
Arias E ,Heron M , andHakes J ;National Center for Health Statistics . The validity of race and Hispanic-origin reporting on death certificates in the United States: an update. Vital Health Stat 2. 2016 1-21. [PMID: 28436642] MedlineGoogle Scholar - 37.
Espey DK ,Jim MA ,Richards TB ,Begay C ,Haverkamp D , andRoberts D . Methods for improving the quality and completeness of mortality data for American Indians and Alaska Natives. Am J Public Health. 2014;104 Suppl 3:S286-94. [PMID: 24754557] doi:10.2105/AJPH.2013.301716 CrossrefMedlineGoogle Scholar - 38.
Bradbury KL ,Kodrzycki YK , andTannenwald R . The effects of state and local public policies on economic development: an overview. New England Economic Review. 1997 1-12. Google Scholar
Author, Article and Disclosure Information
Acknowledgment: The authors thank the reviewers for their meticulous and comprehensive peer review; Mercedes Carnethon, PhD, for her prepublication review of the manuscript; and staff from the Quantitative Sciences Unit at Stanford University School of Medicine for their thoughtful statistical review and suggestions on this study.
Grant Support: By the National Institute on Minority Health and Health Disparities (R01 MD007012).
Disclosures: Authors have disclosed no conflicts of interest. Forms can be viewed at www.acponline.org/authors/icmje/ConflictOfInterestForms.do?msNum=M17-0796.
Editors' Disclosures: Christine Laine, MD, MPH, Editor in Chief, reports that her spouse has stock options/holdings with Targeted Diagnostics and Therapeutics. Darren B. Taichman, MD, PhD, Executive Editor, reports that he has no financial relationships or interests to disclose. Cynthia D. Mulrow, MD, MSc, Senior Deputy Editor, reports that she has no relationships or interests to disclose. Deborah Cotton, MD, MPH, Deputy Editor, reports that she has no financial relationships or interest to disclose. Jaya K. Rao, MD, MHS, Deputy Editor, reports that she has stock holdings/options in Eli Lilly and Pfizer. Sankey V. Williams, MD, Deputy Editor, reports that he has no financial relationships or interests to disclose. Catharine B. Stack, PhD, MS, Deputy Editor for Statistics, reports that she has stock holdings in Proctor & Gamble, Pfizer, and Johnson & Johnson.
Reproducible Research Statement:Study protocol: Not available. Statistical code: Available from Dr. Boothroyd (e-mail, [email protected]). Data set: Publicly available from the National Center for Health Statistics (www.cdc.gov/nchs/index.htm).
Corresponding Author: Latha Palaniappan, MD, MS, Medical School Office Building, 1265 Welch Road, MC 5475, Stanford, CA 94305; e-mail, [email protected].
Current Author Addresses: Ms. Hastings, Ms. Hu, and Dr. Palaniappan: Division of Primary Care and Population Health, Stanford University School of Medicine, 1265 Welch Road, Stanford, CA 94305.
Dr. Boothroyd and Mr. Kapphahn: Quantitative Sciences Unit, Stanford University School of Medicine, 1070 Arastradero, Suite 300, Palo Alto, CA 94306.
Drs. Rehkopf and Cullen: Center for Population Health Sciences, Stanford University School of Medicine, 1070 Arastradero, Suite 300, Palo Alto, CA 94306.
Author Contributions: Conception and design: K.G. Hastings, D.H. Rehkopf, M.R. Cullen, L. Palaniappan.
Analysis and interpretation of the data: K.G. Hastings, D.B. Boothroyd, K. Kapphahn, J. Hu, M.R. Cullen, L. Palaniappan.
Drafting of the article: K.G. Hastings, D.B. Boothroyd, D.H. Rehkopf, L. Palaniappan.
Critical revision of the article for important intellectual content: K.G. Hastings, D.B. Boothroyd, K. Kapphahn, D.H. Rehkopf, M.R. Cullen, L. Palaniappan.
Final approval of the article: K.G. Hastings, D.B. Boothroyd, K. Kapphahn, J. Hu, D.H. Rehkopf, M.R. Cullen, L. Palaniappan.
Provision of study materials or patients: K.G. Hastings, L. Palaniappan.
Statistical expertise: D.B. Boothroyd, K. Kapphahn, J. Hu, D.H. Rehkopf.
Obtaining of funding: D.H. Rehkopf, M.R. Cullen, L. Palaniappan.
Administrative, technical, or logistic support: K.G. Hastings, L. Palaniappan.
Collection and assembly of data: K.G. Hastings, K. Kapphahn, J. Hu.
This article was published at Annals.org on 13 November 2018.

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