IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i2p538-d478193.html
   My bibliography  Save this article

Regional Prevalence of Dyslipidemia, Healthcare Utilization, and Cardiovascular Disease Risk in South Korean: A Retrospective Cohort Study

Author

Listed:
  • Kyu-Tae Han

    (Division of Cancer Control and Policy, National Cancer Center, Goyang 10408, Korea)

  • SeungJu Kim

    (Department of Nursing, College of Nursing, Eulji University, Seongnam 13135, Korea)

Abstract

Background: Health disparities between different populations have long been recognized as a problem, and they are still an unsolved public health issue. Many factors can make a difference, and disparities for cardiovascular diseases (CVDs) are especially pronounced. This study aimed to assess South Korean regional variations for dyslipidemia prevalence, differences in healthcare utilization, and CVD risk. Methods: We used data from 52,377 patients from the National Health Insurance Sampling. Outcome variables were the risk of CVD, healthcare utilization (outpatient visits), and healthcare expenditures. A generalized estimating equation model was used to identify associations between the region and CVD risk, a Poisson regression model was used for evaluating outpatient visits, and a generalized linear model (gamma and log link function) was used to evaluate healthcare expenditures. Results: A total of 12,443 (23.8%) patients were diagnosed with CVD. Dyslipidemia prevalence varied by region, and the most frequent dyslipidemia factor was high total cholesterol. CVD risk was increased in low population-density regions compared to high-density regions (odds ratio [OR]: 1.133, 95% confidence interval [CI]: 1.037–1.238). Healthcare expenditures and outpatient visits were also higher in low-density regions compared to high-density regions. Conclusions: This study provides a regional assessment of dyslipidemia prevalence, healthcare utilization, and CVD risk. To bridge differences across regions, consideration should be given not only to general socio-economic factors but also to specific regional factors that can affect these differences, and a region-based approach should be considered for reducing disparities in general health and healthcare quality.

Suggested Citation

  • Kyu-Tae Han & SeungJu Kim, 2021. "Regional Prevalence of Dyslipidemia, Healthcare Utilization, and Cardiovascular Disease Risk in South Korean: A Retrospective Cohort Study," IJERPH, MDPI, vol. 18(2), pages 1-11, January.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:2:p:538-:d:478193
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/2/538/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/2/538/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Caldwell, J.T. & Ford, C.L. & Wallace, S.P. & Wang, M.C. & Takahashi, L.M., 2016. "Intersection of living in a rural versus urban area and race/ethnicity in explaining access to health care in the United States," American Journal of Public Health, American Public Health Association, vol. 106(8), pages 1463-1469.
    2. Rebecca Newlin Hutchinson & Sonya Shin, 2014. "Systematic Review of Health Disparities for Cardiovascular Diseases and Associated Factors among American Indian and Alaska Native Populations," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-9, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cheryl Dye & Deborah Willoughby & Begum Aybar-Damali & Carmelita Grady & Rebecca Oran & Alana Knudson, 2018. "Improving Chronic Disease Self-Management by Older Home Health Patients through Community Health Coaching," IJERPH, MDPI, vol. 15(4), pages 1-23, April.
    2. Megan E. Gandy & Kacie M. Kidd & James Weiss & Judith Leitch & Xavier Hersom, 2021. "Trans*Forming Access and Care in Rural Areas: A Community-Engaged Approach," IJERPH, MDPI, vol. 18(23), pages 1-13, December.
    3. Elizabeth Lawrence & Robert A. Hummer & Kathleen Mullan Harris, 2017. "The Cardiovascular Health of Young Adults: Disparities along the Urban-Rural Continuum," The ANNALS of the American Academy of Political and Social Science, , vol. 672(1), pages 257-281, July.
    4. Timian M. Godfrey & Edgar A. Villavicencio & Kimberly Barra & Priscilla R. Sanderson & Kimberly Shea & Xiaoxiao Sun & David O. Garcia, 2022. "Advancing Liver Cancer Prevention for American Indian Populations in Arizona: An Integrative Review," IJERPH, MDPI, vol. 19(6), pages 1-16, March.
    5. Cui, Chengsen & Zhang, Yue & Ding, Ruoxi & He, Ping, 2024. "Impact of the Essential Public Health Service program on financial protection and health outcomes among hypertensive patients: A quasi-experimental study in China," Social Science & Medicine, Elsevier, vol. 345(C).
    6. Donna L. Schminkey & Xiaoyue Liu & Sandra Annan & Erika Metzler Sawin, 2019. "Contributors to Health Inequities in Rural Latinas of Childbearing Age: An Integrative Review Using an Ecological Framework," SAGE Open, , vol. 9(1), pages 21582440188, January.
    7. Ortiz, Gabriela & Rodriguez, Sophia & Pozar, María & Moran, Ashley & Cheney, Ann, 2024. "Seeking care across the US-Mexico border: The experiences of Latinx and Indigenous Mexican caregivers of children with asthma or respiratory distress," Social Science & Medicine, Elsevier, vol. 347(C).
    8. Michelle Estradé & Ellen J. I. van Dongen & Angela C. B. Trude & Lisa Poirier & Sheila Fleischhacker & Caroline R. Wensel & Leslie C. Redmond & Marla Pardilla & Jacqueline Swartz & Margarita S. Treuth, 2021. "Exposure to a Multilevel, Multicomponent Obesity Prevention Intervention (OPREVENT2) in Rural Native American Communities: Variability and Association with Change in Diet Quality," IJERPH, MDPI, vol. 18(22), pages 1-11, November.
    9. Jeffrey E. Hall & Ramal Moonesinghe & Karen Bouye & Ana Penman-Aguilar, 2019. "Racial/Ethnic Disparities in Mortality: Contributions and Variations by Rurality in the United States, 2012–2015," IJERPH, MDPI, vol. 16(3), pages 1-18, February.
    10. Doogan, Nathan J. & Roberts, Megan E. & Wewers, Mary Ellen & Tanenbaum, Erin R. & Mumford, Elizabeth A. & Stillman, Frances A., 2018. "Validation of a new continuous geographic isolation scale: A tool for rural health disparities research," Social Science & Medicine, Elsevier, vol. 215(C), pages 123-132.
    11. Heewon Chea & Hyun Kim & Shih-Lung Shaw & Yongwan Chun, 2022. "Assessing Trauma Center Accessibility for Healthcare Equity Using an Anti-Covering Approach," IJERPH, MDPI, vol. 19(3), pages 1-21, January.
    12. Tara Becker & Susan H. Babey & Rashida Dorsey & Ninez A. Ponce, 2021. "Data Disaggregation with American Indian/Alaska Native Population Data," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 40(1), pages 103-125, February.
    13. Lisa Jahns & Leander R. McDonald & Ann Wadsworth & Charles Morin & Yan Liu, 2014. "Barriers and Facilitators to Being Physically Active on a Rural U.S. Northern Plains American Indian Reservation," IJERPH, MDPI, vol. 11(11), pages 1-11, November.
    14. Nicole Thompson González & Jennifer Ong & Li Luo & Debra MacKenzie, 2022. "Chronic Community Exposure to Environmental Metal Mixtures Is Associated with Selected Cytokines in the Navajo Birth Cohort Study (NBCS)," IJERPH, MDPI, vol. 19(22), pages 1-14, November.
    15. Whitney E. Zahnd & Cathryn Murphy & Marie Knoll & Gabriel A. Benavidez & Kelsey R. Day & Radhika Ranganathan & Parthenia Luke & Anja Zgodic & Kewei Shi & Melinda A. Merrell & Elizabeth L. Crouch & Hea, 2021. "The Intersection of Rural Residence and Minority Race/Ethnicity in Cancer Disparities in the United States," IJERPH, MDPI, vol. 18(4), pages 1-26, February.
    16. Thorsen, Maggie L. & Harris, Sean & Palacios, Janelle F. & McGarvey, Ronald G. & Thorsen, Andreas, 2023. "American Indians travel great distances for obstetrical care: Examining rural and racial disparities," Social Science & Medicine, Elsevier, vol. 325(C).
    17. Ken Batai & Priscilla R. Sanderson & Lori Joshweseoma & Linda Burhansstipanov & Dana Russell & Lloyd Joshweseoma & Chiu-Hsieh Hsu, 2022. "Formative Assessment to Improve Cancer Screenings in American Indian Men: Native Patient Navigator and mHealth Texting," IJERPH, MDPI, vol. 19(11), pages 1-15, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:2:p:538-:d:478193. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.