Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand
Descripción del Articulo
Objective: To develop and validate a methodology for determining the gap in medical professionals in outpatient care within the Rebagliati Healthcare Network of EsSalud, based on the epidemiological profile of demand. Materials and methods: A mixed-methods study was conducted analyzing 1.96 million...
| Autores: | , , , , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2025 |
| Institución: | Colegio Médico del Perú |
| Repositorio: | Acta Médica Peruana |
| Lenguaje: | español |
| OAI Identifier: | oai:amp.cmp.org.pe:article/3583 |
| Enlace del recurso: | https://amp.cmp.org.pe/index.php/AMP/article/view/3583 |
| Nivel de acceso: | acceso abierto |
| Materia: | Territorialización de la Atención Primaria Perfil de Salud Administración de Personal Distribución de Médicos Demanda Inducida Acceso a Atención Primaria Perú Territorialization in Primary Health Care Health Profile Personnel Management Physician Distribution Induced Demand Access To Primary Care Peru |
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Acta Médica Peruana |
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Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand Desarrollo de metodología para determinar la brecha de profesionales médicos en consulta externa según el perfil epidemiológico de la demanda |
| title |
Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand |
| spellingShingle |
Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand Palomino-Carrasco, Cecilia Nelly Territorialización de la Atención Primaria Perfil de Salud Administración de Personal Distribución de Médicos Demanda Inducida Acceso a Atención Primaria Perú Territorialization in Primary Health Care Health Profile Personnel Management Physician Distribution Induced Demand Access To Primary Care Peru |
| title_short |
Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand |
| title_full |
Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand |
| title_fullStr |
Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand |
| title_full_unstemmed |
Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand |
| title_sort |
Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demand |
| dc.creator.none.fl_str_mv |
Palomino-Carrasco, Cecilia Nelly Coila-Paricahua, Edgar Juan Pérez-Illescas, Daniel Soto-Becerra, Percy Aylas-Barranca, Fabio Palomino-Carrasco, Cecilia Nelly Coila-Paricahua, Edgar Juan Pérez-Illescas, Daniel Soto-Becerra, Percy Aylas-Barranca, Fabio |
| author |
Palomino-Carrasco, Cecilia Nelly |
| author_facet |
Palomino-Carrasco, Cecilia Nelly Coila-Paricahua, Edgar Juan Pérez-Illescas, Daniel Soto-Becerra, Percy Aylas-Barranca, Fabio |
| author_role |
author |
| author2 |
Coila-Paricahua, Edgar Juan Pérez-Illescas, Daniel Soto-Becerra, Percy Aylas-Barranca, Fabio |
| author2_role |
author author author author |
| dc.subject.none.fl_str_mv |
Territorialización de la Atención Primaria Perfil de Salud Administración de Personal Distribución de Médicos Demanda Inducida Acceso a Atención Primaria Perú Territorialization in Primary Health Care Health Profile Personnel Management Physician Distribution Induced Demand Access To Primary Care Peru |
| topic |
Territorialización de la Atención Primaria Perfil de Salud Administración de Personal Distribución de Médicos Demanda Inducida Acceso a Atención Primaria Perú Territorialization in Primary Health Care Health Profile Personnel Management Physician Distribution Induced Demand Access To Primary Care Peru |
| description |
Objective: To develop and validate a methodology for determining the gap in medical professionals in outpatient care within the Rebagliati Healthcare Network of EsSalud, based on the epidemiological profile of demand. Materials and methods: A mixed-methods study was conducted analyzing 1.96 million outpatient visits between July 2022 and June 2023. Diagnoses were categorized into five age groups, selecting the 80% most frequent. A modified Delphi technique was applied with family physicians, pediatricians, internists, and geriatricians to determine the most appropriate specialty for each frequent diagnosis. Subsequently, 2.04 million outpatient visits from 2023 were processed to assign the corresponding specialty of care and estimate demand by medical specialty. The required physician-hours and number of professionals per specialty were calculated and compared with estimates derived from the traditional methodology based on historical service production. Results: Most outpatient visits corresponded to low-complexity conditions, underscoring the need to strengthen the presence of primary care physicians. A significant shortage of general practitioners and family physicians was identified, along with an oversupply of specialists at the primary care level. Compared with the traditional approach, the proposed methodology allocated 1.5 times more first-level physicians and fewer clinical and surgical specialists. Conclusion: The methodology based on the epidemiological profile of demand provides a more accurate estimation of the medical workforce gap, aligning more closely with the population’s healthcare needs. It may contribute to optimizing the distribution of specialists by reallocating them from low-complexity consultations to areas requiring higher levels of specialization. |
| publishDate |
2025 |
| dc.date.none.fl_str_mv |
2025-09-30 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
| format |
article |
| status_str |
publishedVersion |
| dc.identifier.none.fl_str_mv |
https://amp.cmp.org.pe/index.php/AMP/article/view/3583 10.35663/amp.2025.423.3583 |
| url |
https://amp.cmp.org.pe/index.php/AMP/article/view/3583 |
| identifier_str_mv |
10.35663/amp.2025.423.3583 |
| dc.language.none.fl_str_mv |
spa |
| language |
spa |
| dc.relation.none.fl_str_mv |
https://amp.cmp.org.pe/index.php/AMP/article/view/3583/2022 https://amp.cmp.org.pe/index.php/AMP/article/view/3583/2023 |
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https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
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https://creativecommons.org/licenses/by/4.0 |
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openAccess |
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application/pdf application/pdf |
| dc.publisher.none.fl_str_mv |
Colegio Médico del Perú |
| publisher.none.fl_str_mv |
Colegio Médico del Perú |
| dc.source.none.fl_str_mv |
ACTA MEDICA PERUANA; Vol. 42 No. 3 (2025): July - September; 175-185 ACTA MEDICA PERUANA; Vol. 42 Núm. 3 (2025): Julio - Setiembre; 175-185 1728-5917 1018-8800 reponame:Acta Médica Peruana instname:Colegio Médico del Perú instacron:CMP |
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Colegio Médico del Perú |
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CMP |
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CMP |
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Acta Médica Peruana |
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Acta Médica Peruana |
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1849686672359292928 |
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Development of a methodology to determine the gap in medical professionals in outpatient care based on the epidemiological profile of demandDesarrollo de metodología para determinar la brecha de profesionales médicos en consulta externa según el perfil epidemiológico de la demandaPalomino-Carrasco, Cecilia NellyCoila-Paricahua, Edgar JuanPérez-Illescas, DanielSoto-Becerra, PercyAylas-Barranca, FabioPalomino-Carrasco, Cecilia NellyCoila-Paricahua, Edgar JuanPérez-Illescas, DanielSoto-Becerra, PercyAylas-Barranca, FabioTerritorialización de la Atención PrimariaPerfil de SaludAdministración de PersonalDistribución de MédicosDemanda InducidaAcceso a Atención PrimariaPerúTerritorialization in Primary Health CareHealth ProfilePersonnel ManagementPhysician DistributionInduced DemandAccess To Primary CarePeruObjective: To develop and validate a methodology for determining the gap in medical professionals in outpatient care within the Rebagliati Healthcare Network of EsSalud, based on the epidemiological profile of demand. Materials and methods: A mixed-methods study was conducted analyzing 1.96 million outpatient visits between July 2022 and June 2023. Diagnoses were categorized into five age groups, selecting the 80% most frequent. A modified Delphi technique was applied with family physicians, pediatricians, internists, and geriatricians to determine the most appropriate specialty for each frequent diagnosis. Subsequently, 2.04 million outpatient visits from 2023 were processed to assign the corresponding specialty of care and estimate demand by medical specialty. The required physician-hours and number of professionals per specialty were calculated and compared with estimates derived from the traditional methodology based on historical service production. Results: Most outpatient visits corresponded to low-complexity conditions, underscoring the need to strengthen the presence of primary care physicians. A significant shortage of general practitioners and family physicians was identified, along with an oversupply of specialists at the primary care level. Compared with the traditional approach, the proposed methodology allocated 1.5 times more first-level physicians and fewer clinical and surgical specialists. Conclusion: The methodology based on the epidemiological profile of demand provides a more accurate estimation of the medical workforce gap, aligning more closely with the population’s healthcare needs. It may contribute to optimizing the distribution of specialists by reallocating them from low-complexity consultations to areas requiring higher levels of specialization.Objetivo: desarrollar y validar una metodología para determinar la brecha de profesionales médicos en consulta externa de la Red Prestacional Rebagliati de Seguro Social de Salud (EsSalud) utilizando el perfil epidemiológico de la demanda. Materiales y métodos: estudio mixto con análisis de 1,96 millones de atenciones(julio de 2022 -junio de 2023). Se clasificaron diagnósticos en cinco grupos etarios y se seleccionó el 80% más frecuente. Se aplicó la técnica Delphi modificada con médicos de familia, pediatras, internistas y geriatras para determinarla especialidad requerida para cada diagnóstico frecuente. Luego, se procesaron 2,04 millones de atenciones de 2023 para la asignación de la especialidad de atención y estimarla demanda de atenciones por especialidad médica. Se calcularon las horas médicas necesarias y el número de profesionales por especialidad, comparando los resultados con la metodología tradicional basada en producción histórica. Resultados: la mayor parte de las atenciones correspondió a patologías de baja complejidad, lo que sugiere la necesidad de reforzar la presencia de médicos de atención primaria. Se identificó una brecha significativa de médicos generales y de familia, y un exceso de especialistas en el primer nivel de atención. En comparación con la metodología tradicional, la propuesta asignó 1,5 veces más médicos de primer nivel y asignó menos especialistas clínicos y quirúrgicos. Conclusión: la metodología basada en el perfil epidemiológico de la demanda ofrece una estimación de profesionales médicos más ajustada a las necesidades de salud de la población y puede contribuir a optimizar la distribución de los especialistas asignados a consultas de baja complejidad hacia las áreas con mayores necesidades de especialización.Colegio Médico del Perú2025-09-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://amp.cmp.org.pe/index.php/AMP/article/view/358310.35663/amp.2025.423.3583ACTA MEDICA PERUANA; Vol. 42 No. 3 (2025): July - September; 175-185ACTA MEDICA PERUANA; Vol. 42 Núm. 3 (2025): Julio - Setiembre; 175-1851728-59171018-8800reponame:Acta Médica Peruanainstname:Colegio Médico del Perúinstacron:CMPspahttps://amp.cmp.org.pe/index.php/AMP/article/view/3583/2022https://amp.cmp.org.pe/index.php/AMP/article/view/3583/2023Copyright (c) 2025 Cecilia Nelly Palomino-Carrasco, Edgar Juan Coila-Paricahua, Daniel Pérez-Illescas, Percy Soto-Becerra, Fabio Aylas-Barrancahttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:amp.cmp.org.pe:article/35832025-11-07T20:28:10Z |
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13.378399 |
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).