Publications by authors named "Javier Leonardo Gonzalez-Rodriguez"
Objective: To assess the effectiveness of different machine learning models in estimating the pharmaceutical and non-pharmaceutical expenditures associated with Diabetes Mellitus type II diagnosis, based on the clinical risk index determined by the analysis of comorbidities.
Materials And Methods: In this cross-sectional study, we have used data from 11,028 anonymized records of patients admitted to a high-complexity hospital in Bogota, Colombia between 2017-2019 with a primary diagnosis of Diabetes. These cases were classified according to Charlson's comorbidity index in several risk categories.
Objectives: Several studies, mostly from developed countries, have identified barriers and facilitators with regard to the uptake of health technology assessment (HTA). This study elicited, using best-worst scaling (BWS), what HTA experts in Colombia consider to be the most important barriers and facilitators in the use of HTA, and makes a comparison to results from the Netherlands.
Methods: Two object case surveys (one for barriers, one for facilitators) were conducted among 18 experts (policymakers, health professionals, PhD students, senior HTA-researchers) from Colombia.
Introduction: the need for nutritional care models, to address the problem of malnutrition in hospitals, involves developing mederi Nutrition Care Model in order to raise the quality of health care, and promote good practices of Clinical Nutrition. To describe the process of nutrition and metabolic support, aimed at measuring the effectiveness of the model, which is currently a center of national and international reference.
Materials And Methods: descriptive, evaluative, transversal and observational.
Introduction: this paper examines the case of prescription enteral nutritional support tube in Colombia, analyzed from the perspective of the Social Security System in Health, and explained as the result of a problem of institutional coordination. The role and incentives of different actors are identified and shown how the interaction of these discourages the use of enteral nutrition in cases where it is necessary, with corresponding clinical effect for the patient and increased cost for the system.
Methods: analysis of the effects it may have in clinical practice the problem of institutional coordination of regulators in the country, analyze their origin and the incentives and interests of the various stakeholders, prior synthesis of the relevant literature review.