Indicator Definitions - Older Adults
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- Hospitalization for hip fracture among Medicare-eligible persons aged ≥ 65 years
- Percentage of women Medicare beneficiaries aged ≥65 years who reported not ever being screened for osteoporosis with a bone mass or bone density measurement
- Prevalence of 2 or more chronic conditions among Medicare-enrolled persons aged ≥65 years
- Klein RJ, Schoenborn CA. Age adjustment using the 2000 projected U.S. population. Healthy People Statistical Notes, no. 20. Hyattsville, Maryland: National Center for Health Statistics. January 2001. http://www.cdc.gov/nchs/data/statnt/statnt20.pdf
- National Hospital Discharge Survey (NHDS), National Center for Health Statistics. Available at: http://205.207.175.93/hdi/ReportFolders/ReportFolders.aspx?IF_ActivePath=P,18 and www.cdc.gov/HomeandRecreationalSafety/Falls/adulthipfx.html.
- Samelson EJ, Zhang Y, Kiel DP, Hannan MT, Felson DT. Effect of birth cohort on risk of hip fracture: age-specific incidence rates in the Framingham Study. American Journal of Public Health 2002;92(5):858–62.
- Parkkari J, Kannus P, Palvanen M, Natri A, Vainio J, Aho H, Vuori I, Järvinen M. Majority of hip fractures occur as a result of a fall and impact on the greater trochanter of the femur: a prospective controlled hip fracture study with 206 consecutive patients. Calcif Tissue Int, 1999;65:183–7.
- Deprey SM, Descriptive analysis of fatal falls of older adults in a Midwestern counting in the year 2005. Journal of Geriatric Physical Therapy 2009;32(2):23–28.
- Leibson CL, Toteson ANA, Gabriel SE, Ransom JE, Melton JL III. Mortality, disability, and nursing home use for persons with and without hip fracture: a population-based study. Journal of the American Geriatrics Society 2002;50:1644–50.
- Kern LM, Powe NR, Levine MA, Fitzpatrick AL, Harris TB, et al. Association between screening for osteoporosis and the incidence of hip fracture. Annals of Internal Medicine 2005;142(3):17.3-181.
- Centers for Disease Control and Prevention, Administration on Aging, Agency for Healthcare Research and Quality, and Centers for Medicare and Medicaid Services. Enhancing Use of Clinical Preventive Services Among Older Adults. Washington, DC: AARP, 2011. Available at www.cdc.gov/aging and www.aarp.org/healthpros.
- U.S. Department of Health and Human Services. Bone health and osteoporosis: A report of the Surgeon General (2004). Rockville, MD: U.S. Department of Health and Human Services, Office of the Surgeon General; 2004.
- Bishop CE, Gilden D, Blom J, Kubisiak J, Hakim R, et al. Medicare spending for injured elders: Are there opportunities for savings? Health Affairs 2002;21(6):215-223.
Prevalence of 2 or more chronic conditions among Medicare-enrolled persons aged ≥65 years Category: Older Adults |
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Demographic Group: | Medicare-enrolled resident persons aged ≥65 years |
Numerator: | Medicare beneficiaries enrolled in the fee for service program, who had a Medicare administrative claim indicating receipt of service or treatment for at least two of the following conditions: Alzheimer’s disease and related dementia, arthritis (Osteoarthritis and Rheumatoid), asthma, atrial fibrillation, autism spectrum disorders, cancer (breast, colorectal, lung, prostate), chronic kidney disease, chronic obstructive pulmonary disease, depression, diabetes, heart failure, hyperlipidemia, hypertension, ischemic heart disease, osteoporosis, Schizophrenia and Other Psychotic Disorders, and stroke. |
Denominator: | Medicare beneficiaries enrolled in fee-for-service coverage of both Parts A and B for the entire year. Beneficiaries who were enrolled at any point during the year in a Medicare Advantage plan were excluded as were beneficiaries who first became eligible for Medicare after January of the calendar year. Beneficiaries who died during the year were included up to their date of death if they meet the other inclusion criteria. |
Measures of Frequency: | Prevalence of 2 or more chronic conditions during the calendar year. |
Time Period of Case Definition: | Calendar year. |
Background: | Twenty-six percent of U.S. adults had multiple chronic conditions (MCC) in 2010, and increase from 21.8% in 2001.1 The prevalence of MCC significantly increases with age. In 2010, 68.4% of Medicare beneficiaries had 2 or more chronic conditions.2 The prevalence of Medicare beneficiaries with 4 or more chronic conditions was 36.4%.2 |
Significance: | Public health approaches to prevention and treatment of chronic diseases traditionally focused on single conditions and risk factors. However, recent trends in population growth and age distribution, coupled with increases in chronic disease, will have implications in the prevalence of MCC. To address MCC, coordinated health care approaches, which consider the broader context of multiply occurring risk factors and functional limitations, may be needed from public health, clinicians, and social programs.3 |
Limitations of Indicator: | The indicator does not provide information on specific dyads or triads of multiple chronic conditions. Although the HHS Framework includes 20 proposed chronic conditions, these data do not include 3 of the proposed conditions (substance abuse, HIV, and hepatitis). |
Data Resources: | Centers for Medicare and Medicaid Services (CMS) administrative enrollment and claims data for Medicare beneficiaries enrolled in the fee-for-service parts A and B, available at the CMS Chronic condition Data Warehouse (CCW): http://www.ccwdata.org/index.htm Detailed information on the identification of chronic conditions in the CCW is available at http://www.ccwdata.org/chronic-conditions/index.htm |
Limitations of Data Resources: | Discrepancies in physician coding are possible and could have introduced error. Lack of treatment for a condition is possible and thus would not be reflected in these prevalence estimates. These estimates are for the Medicare fee-for-service population only; therefore estimates of multiple chronic conditions among beneficiaries enrolled in Medicare Advantage plans are not available. The actual prevalence of MCC among the Medicare-eligible population is likely underestimated. |
Related Indicators or Recommendations: | U.S. Department of Health and Human Services Inventory of Programs, Activities, and Initiatives Focused on Improving the Health of Individuals with Multiple Chronic Conditions. http://www.hhs.gov/ash/initiatives/mcc/mcc-inventory-20111018.pdf |
Related CDI Topic Area: | Arthritis; Asthma; Cancer; Cardiovascular Disease; Chronic Kidney Disease; Chronic Obstructive Pulmonary Disease; Diabetes. |
- Ward BW, Schiller JS. Prevalence of multiple chronic conditions among US adults: estimates from the National Health Interview Survey, 2010. Prev Chronic Dis 2013;10:120203. DOI: http://dx.doi.org/10.5888/pcd10.120203.
- Lochner KA, Cox CS. Prevalence of multiple chronic conditions among Medicare beneficiaries, United States, 2010. Prev Chronic Dis 2013;10:120137. DOI: http://dx.doi.org/10.5888/pcd10.120137.
- Goodman RA, Posner SF, Huang ES, Parekh AK, Koh HK. Defining and measuring chronic conditions: imperatives for research, policy, program, and practice. Prev Chronic Dis 2013;10:120239. DOI: http://dx.doi.org/10.5888/pcd10.120239.
- U.S. Department of Health and Human Services. Office of Disease Prevention and Health Promotion. Healthy People 2020. Washington, DC. Available at [Specific URL]. Accessed September 30, 2013.
- Centers for Medicare and Medicaid Services. Chronic Conditions among Medicare Beneficiaries, Chartbook, 2012 Edition. Baltimore, MD. 2012.
- U.S. Department of Health and Human Services. Multiple Chronic Conditions—A Strategic Framework: Optimum Health and Quality of Life for Individuals with Multiple Chronic Conditions. Washington, DC. December 2010.
- U.S. Preventive Services Task Force. USPSTF A and B Recommendations: 2011. Available at: www.uspreventiveservicestaskforce.org/uspstf/uspsabrecs.htm.
- Whitlock EP, Lin JS, Liles E, Bell TL, et al. Screening for colorectal cancer: a targeted systematic review for the U.S. Preventive Services Task Force. Ann Intern Med. 2008;149:638-58.
- U.S. Department of Health and Human Services. Office of Disease Prevention and Health Promotion. Healthy People 2020. Washington, DC. Available at [Specific URL]. Accessed September 30, 2013.
- Centers for Medicare and Medicaid Services. Chronic Conditions among Medicare Beneficiaries, Chartbook, 2012 Edition. Baltimore, MD. 2012.
- U.S. Department of Health and Human Services. Multiple Chronic Conditions—A Strategic Framework: Optimum Health and Quality of Life for Individuals with Multiple Chronic Conditions. Washington, DC. December 2010.
- U.S. Preventive Services Task Force. USPSTF A and B Recommendations: 2011. Available at: www.uspreventiveservicestaskforce.org/uspstf/uspsabrecs.htm.
- Whitlock EP, Lin JS, Liles E, Bell TL, et al. Screening for colorectal cancer: a targeted systematic review for the U.S. Preventive Services Task Force. Ann Intern Med. 2008;149:638-58.
- Page last reviewed: January 15, 2015
- Page last updated: January 15, 2015
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