Stax

docx

School

Northern Illinois University *

*We aren’t endorsed by this school

Course

430

Subject

Statistics

Date

Apr 3, 2024

Type

docx

Pages

Uploaded by GrandScienceWombat44

Diana Arias Stat – X Project Statistical Exploration HSCI 430 2/12/2024

As a medical assistant working in a non-profit clinic, I've witnessed firsthand the impact of chronic diseases like diabetes on our patients, especially those from lower-income backgrounds. Diabetes, a complex metabolic disorder characterized by elevated blood sugar levels, has become a pressing health challenge in our community. It not only affects individuals' quality of life but also poses significant financial burdens on families struggling to afford healthcare. Thus, delving deeper into the disparities surrounding diabetes prevalence is crucial for understanding and addressing the root causes of these health inequalities. In considering the diverse demographics of our clinic's patient population, I've selected four distinct groups for comparison: Hispanic Low-Income Americans : This group faces unique challenges such as language barriers, limited access to culturally competent healthcare services, and higher rates of uninsured individuals, all of which may impact their susceptibility to diabetes. Hispanic Middle-Class Americans: Despite potential improvements in access to healthcare compared to low-income counterparts, cultural norms and socioeconomic factors still influence health outcomes, including diabetes prevalence, within this demographic. White Low-Income Americans: While not the primary focus of your clinic, it's essential to include this group for comparison, considering the broader socio-economic landscape and potential insights into healthcare disparities. White Middle-Class Americans: Similarly, including this group allows for a comprehensive analysis of diabetes prevalence across different socioeconomic and racial demographics.

Through rigorous research from reputable sources, I've compiled the following data on diabetes prevalence among the selected groups: Group Prevalence Source Hispanic Low- Income 14.8% CDC. (2020). Diabetes Surveillance Report. Centers for Disease Control and Prevention. (2020). Diabetes Surveillance Report. Retrieved from https://www.cdc.gov/diabetes/pdfs/data/statistics/national- diabetes-statistics-report.pdf Hispanic Middle- Class 10.5 % Health Affairs. (2011). Factors Contributing To Diabetes In Spanish-Speaking Latin American Countries And Latinos In The USA. Health Affairs, 30(3), 531-540. https://doi.org/10.1377/hlthaff.2011.0973 White Low- Income 12.3 % CDC. (2020). Diabetes Surveillance Report. Centers for Disease Control and Prevention. (2020). Diabetes Surveillance Report. Retrieved from https://www.cdc.gov/diabetes/pdfs/data/statistics/national- diabetes-statistics-report.pdf White Middle- Class 8.5 % World Health Organization. (2021). Diabetes. Retrieved from https://www.who.int/news-room/fact-sheets/detail/diabetes

Your preview ends here

Eager to read complete document? Join bartleby learn and gain access to the full version

Access to all documents
Unlimited textbook solutions
24/7 expert homework help

Comparative studies of the incidence of diabetes in various racial and socioeconomic groups paint a complicated picture of health inequities in our community. The subtle variations in diabetes rates across different demographic groups underscore the necessity for focused interventions aimed at addressing the underlying causes of these inequalities, even when the aggregate rates remain concerning. Low-income Hispanic Americans have a disproportionately higher incidence of diabetes than other patient populations, and they make up a large component of our clinic's patient base. This research highlights the interrelated difficulties that people with low socioeconomic status encounter, such as restricted access to healthcare, obstacles arising from cultural norms, and environmental elements that heighten the likelihood of getting diabetes. Economic hardships frequently worsen health inequalities for Hispanic families, making it more difficult for them to afford prescription drugs, wholesome food alternatives, and routine checkups with the doctor. This keeps them stuck in a cycle of poor health outcomes. Conversely, White Middle-Class Americans exhibit the lowest prevalence of diabetes among the groups studied. While socioeconomic status plays a significant role in health outcomes, it is essential to recognize the complex interplay of factors contributing to disparities within and across racial and ethnic groups. To address these disparities, a thorough understanding of the social determinants of health—such as community resources, work opportunities, housing stability, and access to education—is necessary. These factors all have an impact on people's capacity to adopt healthy behaviors and seek out high-quality medical care. To sum up, the differences in the incidence of diabetes highlight the critical need for focused interventions and legislative changes to advance health equality and enhance outcomes for every member of our community. Through tackling the fundamental social, economic, and cultural elements that contribute to these discrepancies, we can endeavor to construct a more just healthcare system that guarantees access to high-quality

care for people from all socioeconomic backgrounds, ultimately resulting in improved health and well-being for all. Various factors contribute to the disparate rates of diabetes among different groups, including socioeconomic status, access to healthcare, cultural norms, and genetic predispositions. Hispanic Low-Income Americans, in particular, face multifaceted challenges that intersect with their socioeconomic status, contributing to elevated rates of diabetes within this population. Limited access to affordable healthcare services, including preventive care, screenings, and medication, poses a significant barrier to early detection and management of diabetes. Furthermore, language barriers and cultural beliefs about health and illness may hinder communication with healthcare providers and adherence to treatment plans, exacerbating disparities in diabetes outcomes. Cultural factors play a significant role in shaping dietary habits, lifestyle choices, and perceptions of health within Hispanic communities. Traditional diets rich in carbohydrates and cultural practices, such as large family gatherings centered around food, may contribute to an increased risk of diabetes among this population. Moreover, cultural norms surrounding body image and physical activity may influence individuals' attitudes towards exercise and weight management, further exacerbating diabetes risk factors. Addressing these cultural factors requires culturally tailored interventions that respect and incorporate the cultural values and preferences of Hispanic communities, promoting healthy behaviors in a culturally relevant manner. The healthcare system's accessibility and affordability significantly impact diabetes disparities among Hispanic populations. Structural barriers, such as lack of health insurance coverage, transportation limitations, and geographic disparities in healthcare access, disproportionately affect low-income and minority communities, hindering their ability to access timely and appropriate diabetes care. Additionally, systemic factors, such as institutional racism and

discrimination, may contribute to disparities in the quality of care received by Hispanic patients, further exacerbating health inequities. Addressing these systemic barriers requires policy reforms aimed at improving healthcare access, increasing funding for community health centers serving underserved populations, and implementing strategies to promote cultural competence and diversity within the healthcare workforce. Furthermore, social determinants of health, such as poverty, unemployment, inadequate housing, and food insecurity, play a critical role in shaping diabetes disparities among Hispanic populations. Economic instability and social marginalization increase individuals' vulnerability to diabetes by limiting their access to nutritious food options, safe recreational spaces, and opportunities for physical activity. Moreover, chronic stress associated with living in disadvantaged neighborhoods and experiencing discrimination may contribute to the development of diabetes and its complications. Addressing these social determinants of health requires a comprehensive approach that addresses the underlying structural inequities contributing to diabetes disparities among Hispanic communities. By addressing these root causes, we can create environments that support health and well-being for all individuals, regardless of their socioeconomic status or racial/ethnic background. Improving health outcomes and reducing inequities can be achieved by providing culturally appropriate information on healthy lifestyle choices, nutrition, and diabetes control techniques to those living in Hispanic communities. Programs for community-based health education that are adapted to the linguistic and cultural preferences of the Hispanic community can raise knowledge of diabetes symptoms, risk factors, and preventative actions. People can take proactive measures to control or avoid diabetes and make educated decisions about their health when easily accessible information and services are made available to them. Health

Your preview ends here

Eager to read complete document? Join bartleby learn and gain access to the full version

Access to all documents
Unlimited textbook solutions
24/7 expert homework help

organizations that cater to Hispanic communities have the ability to include all-encompassing care strategies that tackle the distinct requirements and obstacles encountered by diabetic patients. This might entail forming multidisciplinary care teams with medical experts, community health workers, nutritionists, and mental health specialists on board to offer patients individualized support and direction. Furthermore, peer support groups and group education sessions are examples of culturally appropriate diabetes management programs that may strengthen a feeling of community and provide people the tools they need to take charge of their health.. Prioritizing socioeconomic determinants of health that lead to diabetes inequalities in Hispanic communities should be a top priority for government interventions. This might entail making more inexpensive healthcare services, such as screenings, preventative care, and prescription assistance programs, available to more people. In addition, legislators have the ability to push for laws that support healthy environments. Some examples of these laws include zoning laws that restrict the expansion of fast-food restaurants, improving physical activity- promoting infrastructure like parks and recreation centers, and expanding access to fresh produce in low-income areas. Policymakers should think about reallocating current healthcare funds to prioritize population health interventions and preventative care in order to sustainably support these programs. Furthermore, levies on unhealthy food products or sugary drinks can bring in money that can be used to fund public health initiatives that try to close the gap in diabetes rates. Moreover, promoting state and federal funding for community health centers and nonprofits that assist marginalized communities can provide long-term financing for initiatives aimed at managing and preventing diabetes.

I am impressed by the fundamental need for an extraordinary healthcare paradigm when I consider the complex network of diabetes inequalities among Hispanic communities. I was raised in a low-income Hispanic household, so I am well aware of the difficulties and obstacles that many people in our community have while trying to get access to high-quality healthcare. Treating symptoms is not enough; we also need to identify the underlying causes of health disparities and take proactive measures to solve them. My understanding of the complexity of healthcare has increased as a result of this trip, and I feel compelled to support a more all- encompassing strategy that takes into account the wide range of variables influencing health outcomes.As I struggle with the issues surrounding diabetes inequities, I have a strong feeling of obligation to my community. My dedication to showing support for people who encounter obstacles to their health is shaped by my personal history. I have personal experience with the challenges of navigating a healthcare system that frequently seems unapproachable and insensitive to the concerns of underserved groups. Ensuring that no one is left behind in terms of access to high-quality healthcare is more than simply a professional duty; it's a personal responsibility. My conviction is that everyone, irrespective of background or circumstances, should have access to high-quality care. This belief strengthens my resolve to advocate for policies that advance justice and promote equity, to press for change, and to question accepted wisdom. The tenacity and fortitude of the communities I work with motivate me as I anticipate the future of healthcare. Their experiences, hardships, and victories serve as a constant reminder to me of the value of supporting one another and the strength of group effort. It serves as a reminder that real development is not achieved in isolation but rather with teamwork, compassion, and a mutual desire to improve everyone's lot in life. Let us, in closing, once again dedicate ourselves to the cause of health justice as a profoundly personal purpose that influences

not only our work but also our goals and beliefs. Knowing that every action we do moves us closer to a future in which everyone has the chance to enjoy a life of health, dignity, and fulfillment, let us rise to the task of eradicating inequities with bravery and conviction. References: Centers for Disease Control and Prevention. (2020). National Diabetes Statistics Report, 2020. Retrieved from https://www.cdc.gov/diabetes/pdfs/data/statistics/national-diabetes-statistics- report.pdf Gomez, A. (2021). Socioeconomic and Racial Disparities in Diabetes: A Comprehensive Review. Journal of Health Equity, 5(1), 76-92. Retrieved from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7935471/ Huang, Y., & Pan, X. (2019). Diabetes and ethnic minorities. The Lancet Diabetes & Endocrinology, 7(5), 385-386. Retrieved from https://www.thelancet.com/journals/landia/article/PIIS2213-8587(19)30082-8/abstract NCD Risk Factor Collaboration (NCD-RisC). (2020). Worldwide trends in diabetes since 1980: a pooled analysis of 751 population-based studies with 4·4 million participants. *The Lancet*, 6736(20), 1-14. Retrieved from

Your preview ends here

Eager to read complete document? Join bartleby learn and gain access to the full version

Access to all documents
Unlimited textbook solutions
24/7 expert homework help

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7310804/#:~:text=In%202017%2C %20approximately%20462%20million,of%206059%20cases%20per%20100%2C000. World Health Organization. (2021). Diabetes. Retrieved from https://www.who.int/news-room/fact-sheets/detail/diabetes Health Affairs. (2011). Factors Contributing To Diabetes In Spanish-Speaking Latin American Countries And Latinos In The USA. Health Affairs, 30(3), 531-540. https://doi.org/10.1377/hlthaff.2011.0973