Method for Siting a Long-Term COVID Care Center in Lehigh Valley, PA
This study explores a method for siting a long-term COVID care center in the Lehigh Valley, PA region. It delves into criteria categories including accessibility, distance to medical centers, COVID cases, and risk factors. The approach involves data collection, ranking criteria, visualizing ranks, and adding points for each area to identify potential candidates. Various measures and datasets are utilized to assess population density, demographics, income, insurance status, and access to transportation.
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A Method for Siting a Long- Term COVID Care Center in Lehigh Valley, PA David Demopoulos
COVID-19: Method of spreading Symptoms
COVID Cases 188,128,952 33,797,400 1,017,319 COVID Deaths 4,059,339 605,905 27,782 Global United States Pennsylvania (PA) (As of 7/15/21)
Pennsylvania coronavirus trends: Case peaks Vulnerable groups
Lehigh Valley coronavirus trends: Number of cases and deaths Case peaks Risk-increasing conditions
Long-term COVID prevalence (US and PA) Care centers
Criteria categories: Accessibility Distance to a larger medical center More long-term COVID cases Risk factors
Criteria: Population density Population Remoteness Drive-time Access to transportation Income Insurance status Race/ethnicity Female gender Risk factor criteria
Approach: Get data Rank criteria Visualize ranks Add criteria points for each area Most points = candidate(s)
Measures: Datasets Measures Age, race/ethnicity, income, insurance, access to transportation Population density All criteria Drive-time Remoteness; drive-time NHGIS (US Census demographic data) PASDA (census tract data) PASDA (municipality data) PASDA (road data) PASDA (hospital data) How to measure risk factor data?
Product: Best location in Lehigh Valley Method can be applied elsewhere
Works Cited About Lehigh Valley. (n.d.). Lehigh Valley Economic Development. Retrieved June 14, 2021, from https://lehighvalley.org/about-lehigh-valley/about-lehigh-valley/ Archer, S. L. (2020). Providing care for the 99.9% during the COVID-19 pandemic: How ethics, equity, epidemiology, and cost per QALY inform healthcare policy. SAGE Journals, 33(5), 239 242. https://doi.org/10.1177/0840470420939854 Carbajal, E. (2021). Long COVID symptoms could linger for up to 9 months, study suggests. Becker s Hospital Review. https://www.beckershospitalreview.com/public-health/long-covid-symptoms-could-linger-for-up-to-9-months-study-suggests.html Close, R. (2020). COVID-19 IMPACT ON THE LEHIGH VALLEY (Data LV). Lehigh Valley Planning Commission. https://lehigh-county-covid-19-response-lehighgis.hub.arcgis.com/apps/9ade173d8e5b477187b286b8ddb398a5/explore Coronavirus (COVID-19) data. (2021). World Health Organization. https://www.who.int/data COVID-19 Data for Pennsylvania. (2021). Commonwealth of Pennsylvania (Department of Health). https://www.health.pa.gov/topics/disease/coronavirus/pages/cases.aspx COVID-19 in Pennsylvania. (2021). Commonwealth of Pennsylvania (Department of Health). https://www.health.pa.gov/topics/disease/coronavirus/pages/cases.aspx COVID-19 rapid guideline: Managing the long-term effects of COVID-19 (NG188): Evidence review 1: Risk factors (No. 188; NICE Guideline). (2020). National Institute for Health and Care Excellence (UK). https://www.ncbi.nlm.nih.gov/books/NBK567262/ Current Cigarette Smoking Among Adults in the United States (Smoking & Tobacco Use). (2019). CDC. https://www.cdc.gov/tobacco/data_statistics/fact_sheets/adult_data/cig_smoking/index.htm Demopoulos, D. (2021). Capstone Project Pre-Proposal. Djeni , A., Mari , M., Stanimirovi , Z., & Stanojevi , P. (2016). A variable neighbourhood search method for solving the long-term care facility location problem. IMA Journal of Management Mathematics, 28(2), 321 338. https://doi.org/10.1093/imaman/dpw008 Edwards, E. (2021, March 1). Inside post-Covid clinics: How specialized centers are trying to treat long-haulers. NBC News. https://www.nbcnews.com/health/health-news/inside-post-covid-clinics-how-specialized-centers-are-trying-treat-n1258879 Facing up to long COVID. (2020). The Lancet. https://doi.org/10.1016/S0140-6736(20)32662-3 Fern ndez-de-Las-Pe as, C., Palacios-Ce a, D., G mez-Mayordomo, V., Rodr uez-Jim nez, J., Palacios-Ce a, M., Velasco-Arribas, M., Guijarro, C., de-la-Llave-Rinc n, A. I., Fuensalida-Novo, S., Elvira-Mart nez, C. M., Cuadrado, M. L., Arias-Naval n, J. A., Florencio, L. L., Ortega-Santiago, R., Molina-Trigueros, L. J., Sebasti n-Viana, T., Torres-Macho, J., Canto-Diez, G., Plaza-Canteli, S., Arendt-Nielsen, L. (2021). Long-term post-COVID symptoms and associated risk factors in previously hospitalized patients: A multicenter study. Journal Of Infection. https://doi.org/10.1016/j.jinf.2021.04.036 Golberg, D. S., Newcomb, C., Gilroy, R., Sahota, G., Wallace, A. E., Lewis, J. D., & Halpern, S. D. (2017). Increased Distance to a Liver Transplant Center is Associated with Higher Mortality for Patients with Chronic Liver Failure. Clin Gastroenterol Hepatol, 15(6), 958 960. https://doi.org/10.1016/j.cgh.2017.02.023 Huang, C., Huang, L., Wang, Y., Li, X., Ren, L., Gu, X., Kang, L., Guo, L., Liu, M., Zhou, X., Luo, J., Huang, Z., Tu, S., Zhao, Y., Chen, L., Xu, D., Li, Y., Li, C., Peng, L., Cao, B. (2021). 6-month consequences of COVID-19 in paitients discharged from hospital: A cohort study. The Lancet. https://doi.org/10.1016/S0140-6736(20)32656-8 Jiang, D. H., & McCoy, R. G. (2020). Planning for the Post-COVID Syndrome: How Payers Can Mitigate Long-Term Complications of the Pandemic. Journal of General Internal Medicine, 35, 3036 3039. https://doi.org/10.1007/s11606-020-06042-3 Jordan, H., Roderick, P., Martin, D., & Barnett, S. (2004). Distance, rurality and the need for care: Access to health services in South West England. International Journal of Health Geographics, 3(21). https://doi.org/10.1186/1476-072X-3-21 Juan, Y.-K., Hsu, Y.-C., & Chang, Y.-P. (2020). SITE SELECTION ASSESSMENT OF VACANT CAMPUS SPACE TRANSFORMING INTO DAILY CARE CENTERS FOR THE AGED. International Journal of Strategic Property Management, 25(1). https://doi.org/10.3846/ijspm.2020.13800 Kamal, M., Abo Omirah, M., Hussein, A., & Saeed, H. (2020). Assessment and characterisation of post-COVID-19 manifestations. International Journal of Clinical Practice, 75(3). https://doi.org/10.1111/ijcp.13746 Manson, S., Schroeder, J., Van Riper, D., Kugler, T., & Ruggles, S. (2020). IPUMS National Historical Geographic Information System: Version 15.0 [dataset]. Minneapolis, MN: IPUMS. http://doi.org/10.18128/D050.V15.0 Nursing Homes and Assisted Living (Long-term Care Facilities) (Nursing Homes and Assisted Living (Long-Term Care Facilities [LTCFs])). (2020). CDC. https://www.cdc.gov/longtermcare/index.html Pennsylvania Spatial Data Access [datasets]. (2020). Pennsylvania Spatial Data Access. https://www.pasda.psu.edu/ Rabin, R. C. (2021, April 23). Many Covid patients have new ailments months after recovering from mild cases, a C.D.C. study finds. The New York Times. https://www.nytimes.com/2021/04/23/health/cdc-covid-long-term-effects.html Shah, W., Hillman, T., Playford, E. D., & Hishmeh, L. (2021). Managing the long term effects of covid-19: Summary of NICE, SIGN, and RCGP rapid guideline. BMJ, 372. https://doi.org/10.1136/bmj.n136 Shippee, T. P., Akosionu, O., Ng, W., Woodhouse, M., Duan, Y., Thao, M. S., & Bowblis, J. R. (2020). COVID-19 Pandemic: Exacerbating Racial/Ethnic Disparities in Long-Term Services and Supports. Journal of Aging & Social Policy. https://doi.org/10.1080/08959420.2020.1772004 Soltani, A., & Marandi, E. Z. (2011). HOSPITAL SITE SELECTION USING TWO-STAGE FUZZY MULTI-CRITERIA DECISION MAKING PROCESS. Journal of Urban and Environmental Engineering, 5(1), 32 43. https://doi.org/10.4090/juee.2011.v5n1.032043 Southwick, R. (2021, April 28). Blacks and Latinos in Pa. More likely to end up in hospital due to COVID-19. Penn Live. https://www.pennlive.com/coronavirus/2021/04/blacks-and-latinos-in-pa-more-likely-to-end-up-in-hospital-due-to-covid-19.html United States COVID-19 Cases, Deaths, and Laboratory Testing (NAATs) by State, Territory, and Jurisdiction (COVID Data Tracker). (2021). CDC. https://covid.cdc.gov/