Related Experiment Video
Updated: Nov 7, 2025

A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
Published on: December 9, 2015
Geographic Factors Associated with Poorer Outcomes in Patients Diagnosed with COVID-19 in Primary Health Care
Rosa Magallón-Botaya1,2,3, Bárbara Oliván-Blázquez1,3,4, Karen Lizzette Ramírez-Cervantes5,6,7
1GAIAP Research Group, Institute for Health Research Aragon (IIS Aragon), 50009 Zaragoza, Spain.
Insights
Geographic location and distance to hospitals significantly impact COVID-19 patient outcomes, influencing mortality and admission rates. Understanding these social determinants is crucial for targeted public health interventions.
Area of Science:
- Public Health
- Epidemiology
- Health Services Research
Background:
- Older COVID-19 patients with comorbidities face severe illness and higher mortality.
- Geographic location has not been previously analyzed as a factor in COVID-19 prognosis.
- This study addresses the gap by examining geographic variables alongside demographic and clinical factors.
Purpose of the Study:
- To analyze the prognosis of COVID-19 patients considering sex, age, comorbidities, and geographic variables.
- To identify social determinants of health influencing COVID-19 outcomes.
Main Methods:
- Retrospective cohort study of 6286 COVID-19 patients.
- Analysis included demographic data, comorbidities, and geographic variables (residence size, distance/time to hospital).
- Multivariate Cox regression model used to assess main outcomes (hospital admission, ICU admission, death).
Main Results:
- Women demonstrated a better prognosis across all analyzed outcomes.
- Most comorbidities worsened prognosis, except dementia, which showed lower admissions but higher mortality.
- Suburban areas linked to increased mortality and decreased hospital/ICU admissions; proximity to hospital affected admission rates.
Conclusions:
- Municipality type and hospital distance are significant social determinants of health for COVID-19 patients.
- Findings necessitate tailored prevention strategies and treatment protocols based on geographic and social factors.
- Integrating geographic data into health planning can improve COVID-19 management and reduce health disparities.
Abstract:
Background: The prognosis of older age COVID-19 patients with comorbidities is associated with a more severe course and higher fatality rates but no analysis has yet included factors related to the geographical area/municipality in which the affected patients live, so the objective of this study was to analyse the prognosis of patients with COVID-19 in terms of sex, age, comorbidities, and geographic variables. Methods: A retrospective cohort of 6286 patients diagnosed with COVID-19 was analysed, considering demographic data, previous comorbidities and geographic variables. The main study variables were hospital admission, intensive care unit (ICU) admission and death due to worsening symptoms; and the secondary variables were sex, age, comorbidities and geographic variables (size of the area of residence, distance to the hospital and the driving time to the hospital). A comparison analysis and a multivariate Cox model were performed. Results: The multivariate Cox model showed that women had a better prognosis in any type of analysed prognosis. Most of the comorbidities studied were related to a poorer prognosis except for dementia, which is related to lower admissions and higher mortality. Suburban areas were associated with greater mortality and with less hospital or ICU admission. Distance to the hospital was also associated with hospital admission. Conclusions: Factors such as type of municipality and distance to hospital act as social health determinants. This fact must be taken account in order to stablish specifics prevention measures and treatment protocols.
Related Concept Videos
Factors Affecting Illness
For instance, risk factors are connected to illness,...
Primary Healthcare Services
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...
Factors Affecting the Risk of Infection
The integrity and count of the white blood cells help the body resist pathogens and fight infection. When impaired, it reduces the body's resistance to pathogens. The acidic pH levels of the gastrointestinal, genitourinary tracts, and skin...
Dimensions of Health and Illness
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...

