Type 2 Diabetes Regression Analysis

885 Words2 Pages

Diabetes is a chronic condition in the United States and is one of the top leading causes of death and disability. The most common form of diabetes is type 2 diabetes as, “it may account for about 90 percent to 95 percent of all diagnosed cases of diabetes” (“Basics about diabetes,” 2014). Type 2 diabetes is one of the biggest health challenges facing African Americans, especially African American women (“Diabetes,” 2010). “Among African Americans 20 years or older, 11.8 percent of women and 8.5 percent of men have diabetes. Nearly one out of three African American women ages 65 to 74 years has diabetes” (“African-American diabetes,” 2014). African Americans are at greater risk of developing diabetes than whites are and African American women …show more content…

Using regression analysis and other forecasting techniques, the future number of African American females with diabetes can be estimated. Based on regression analysis, using data from 1980 to 2011, by 2024, there will be approximately 2,286,820 African American adult females diagnosed with diabetes. African American women are predisposed to diabetes due to genetic, environmental and behavioral factors. For example, poverty, lack of access to health care, cultural attitudes, and behaviors are barriers to preventive and diabetes management care for some African American women (“Groups especially affected,” 2014). Death rates for women aged 25 – 44 years with diabetes are more than 3 times the rate for women without the disease (“Groups especially affected,” 2014). Some of the latest data on diabetes suggest that although there was a doubling of the incidence and prevalence of diabetes from 1990 to 2008, there has been a plateauing, or slowing, in the diabetes epidemic (Fiore, 2014). Although there appears to be a slowing in the epidemic, there have been continued increases in the prevalence and incidence of diabetes among subgroups, including African Americans and Hispanics (Fiore, …show more content…

The health service in this instance is the nation’s fight against diabetes. The nation is currently not using its resources in the most efficient way to improve the health of the population, as there are still disparities among subgroups. A community health needs assessment is, “a process that describes the state of local people, enables the identification of the major risk factors and causes of ill health, and enables the identification of the actions needed to address these” (Rowe, McClelland & Billingham, 2001). Through research of historical data and the analysis of completed surveys, the needs of the community will be assessed. The needs assessment will be conducted to identify the unmet needs of African American women ages 25 and older who are an at-risk population of type 2

Open Document