Assessing Patient and Community-Level Social Factors; The Synergistic Effect of Social Needs and Social Determinants of Health on Healthcare Utilization at a Multilevel Academic Healthcare System

被引:0
|
作者
Elham Hatef
Christopher Kitchen
Chintan Pandya
Hadi Kharrazi
机构
[1] Johns Hopkins School of Medicine,Division of General Internal Medicine, Department of Medicine
[2] Johns Hopkins Bloomberg School of Public Health,Center for Population Health IT, Department of Health Policy and Management
来源
关键词
Social Needs; Social Determinants of Health; Emergency Department Visit; Correlation; Synergistic effect;
D O I
暂无
中图分类号
学科分类号
摘要
We investigated the role of both individual-level social needs and community-level social determinants of health (SDOH) in explaining emergency department (ED) utilization rates. We also assessed the potential synergies between the two levels of analysis and their combined effect on patterns of ED visits. We extracted electronic health record (EHR) data between July 2016 and June 2020 for 1,308,598 unique Maryland residents who received care at Johns Hopkins Health System, of which 28,937 (2.2%) patients had at least one documented social need. There was a negative correlation between median household income in a neighborhood with having a social need such as financial resource strain, food insecurity, and residential instability (correlation coefficient: -0.05, -0.01, and − 0.06, p = 0, respectively). In a multilevel model with random effects after adjusting for other factors, living in a more disadvantaged neighborhood was found to be significantly associated with ED utilization statewide and within Baltimore City (OR: 1.005, 95% CI: 1.003–1.007 and 1.020, 95% CI: 1.017–1.022, respectively). However, individual-level social needs appeared to enhance the statewide effect of living in a more disadvantaged neighborhood with the OR for the interaction term between social needs and SDOH being larger, and more positive, than SDOH alone (OR: 1.012, 95% CI: 1.011–1.014). No such moderation was found in Baltimore City. To our knowledge, this study is one of the first attempts by a major academic healthcare system to assess the combined impact of patient-level social needs in association with community-level SDOH on healthcare utilization and can serve as a baseline for future studies using EHR data linked to population-level data to assess such synergistic association.
引用
收藏
相关论文
共 50 条
  • [1] Assessing Patient and Community-Level Social Factors; The Synergistic Effect of Social Needs and Social Determinants of Health on Healthcare Utilization at a Multilevel Academic Healthcare System
    Hatef, Elham
    Kitchen, Christopher
    Pandya, Chintan
    Kharrazi, Hadi
    JOURNAL OF MEDICAL SYSTEMS, 2023, 47 (01)
  • [2] Assessing the Impact of Social Needs and Social Determinants of Health on Health Care Utilization: Using Patient- and Community-Level Data
    Hatef, Elham
    Ma, Xiaomeng
    Rouhizadeh, Masoud
    Singh, Gurmehar
    Weiner, Jonathan P.
    Kharrazi, Hadi
    POPULATION HEALTH MANAGEMENT, 2021, 24 (02) : 222 - 230
  • [3] SOCIAL DETERMINANTS OF HEALTH, NAVIGATING THE HEALTHCARE SYSTEM
    Lemaster, Linda
    O'Neal, James
    JOURNAL OF GENERAL INTERNAL MEDICINE, 2023, 38 : S775 - S775
  • [4] Health inequity and social determinants of healthcare utilization in the disadvantaged community of Hong Kong
    Tan, Joelle Hwee Inn
    Goh, Amelia Xin Chun
    Yi, Huso
    HEALTH PROMOTION INTERNATIONAL, 2023, 38 (04)
  • [5] The Impact of Social Determinants of Health on Healthcare Utilization in Patients with NMOSD
    Swetlik, Carol
    Aboseif, Albert
    Widmar, Julie
    Harvey, Tucker
    Kunchok, Amy
    Miller, Deborah M.
    Conway, Devon
    Abbatemarco, Justin
    MULTIPLE SCLEROSIS JOURNAL, 2023, 29 : 663 - 663
  • [6] Community-level social determinants of health and pregestational and gestational diabetes
    Field, Christine
    Grobman, William A.
    Yee, Lynn M.
    Johnson, Jasmine
    Wu, Jiqiang
    Mcneil, Becky
    Mercer, Brian
    Simhan, Hyagriv
    Reddy, Uma
    Silver, Robert M.
    Parry, Samuel
    Saade, George
    Chung, Judith
    Wapner, Ronald
    Lynch, Courtney D.
    Venkatesh, Kartik K.
    AMERICAN JOURNAL OF OBSTETRICS & GYNECOLOGY MFM, 2024, 6 (02)
  • [7] Association of Community-Level Social Determinants of Health and Pregestational and Gestational Diabetes
    Field, Christine P.
    Grobman, William
    Wu, Jiqiang
    Lynch, Courtney
    Venkatesh, Kartik K.
    DIABETES, 2023, 72
  • [8] Individual and Community-Level Social Determinants of Health in Liver Transplant.
    Yilma, M.
    Cogan, R.
    Mehta, N.
    Neuhaus, J.
    Voelkel, J.
    Light, C.
    Allen, I.
    Hirose, R.
    AMERICAN JOURNAL OF TRANSPLANTATION, 2022, 22 : 365 - 365
  • [9] Associations of Community-Level Social Determinants of Health and Hypertensive Disorders of Pregnancy
    Bank, Tracy Caroline
    Grobman, William
    Wu, Jiqiang
    Lynch, Courtney
    Venkatesh, Kartik K.
    DIABETES, 2023, 72
  • [10] Comparing Community-Level Social Determinants of Health With Patient Race in Total Hip Arthroplasty Outcomes
    Mehta, Bella
    Yiyuan, Yi
    Pearce-Fisher, Diyu
    Ho, Kaylee
    Goodman, Susan M.
    Parks, Michael L.
    Wang, Fei
    Fontana, Mark A.
    Ibrahim, Said
    Cram, Peter
    Caruana, Rich
    ARTHRITIS CARE & RESEARCH, 2025,