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Analysis of institutional authors

González-De-Julián, SCorresponding AuthorVivas-Consuelo, DAuthorBarrachina-Martínez, IAuthor

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October 11, 2024
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Article

Modelling efficiency in primary healthcare using the DEA methodology: an empirical analysis in a healthcare district

Publicated to: BMC HEALTH SERVICES RESEARCH. 24 (1): 982- - 2024-01-01 24(1), DOI: 10.1186/s12913-024-11420-2

Authors:

González-De Julián, Silvia; Vivas-Consuelo, David ; Barrachina Martínez, Isabel
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Affiliations

Univ Politecn Valencia, Res Unit Hlth Econ & Management - Author

Abstract

BackgroundPrimary healthcare management efficiency conditions the functioning of specialized care and has a direct impact on the outcomes of the health system and its sustainability. The objective of this research is to develop models to evaluate the efficiency, including health outcomes, of the primary healthcare centres (PHC) of the Cl & iacute;nico - La Malvarrosa Health District in Valencia.MethodsTo evaluate efficiency, Data Envelopment Analysis (DEA) was used with output orientation and variable returns to scale, with panel data from the years 2015 to 2019. In rates per 10,000 inhabitants, the inputs are: medical and nursing staff and pharmacy cost. The outputs are: number of consultations, hospital emergencies, referrals, avoidable hospitalisations, avoidable mortality and pharmaceutical prescription efficiency. As exogenous variables: the percentage of population over 65 years old, over 80 and case-mix. Three models were developed, all of them with the same inputs and different combinations of outputs related to: healthcare activity, outcomes, and both, in order to study the influence of the different approaches on efficiency. Each model is analysed both without exogenous variables and with each of them.ResultsThe efficiency results vary depending on the model used, although certain PHCs are always on, or very close to, the efficient frontier, while others are always inefficient. When healthcare activity outputs are considered, efficiency scores improve and the number of efficient PHCs increases. However, in general, the PHC score decreases throughout the evaluated period. This decrease is more pronounced when only activity outputs are included.ConclusionsDEA allows the inefficiencies of PHCs to be analysed and the efficient ones are clearly distinguished from the inefficient, although different efficiency scores are obtained depending on the model used. Evaluation can be according to healthcare activity, health outcomes or both, making it necessary to identify the expected objectives of the PHCs, as the perspective of the analysis influences the results.
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Keywords

AgedData envelopment analysisEfficiencyEfficiency, organizationalExogenous variablesHealth outcomesHumansNonparametric frontier modelsPrimary health carePrimary healthcare centresProvidersSpainTechnical efficiencyUndesirable factors

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal BMC HEALTH SERVICES RESEARCH due to its progression and the good impact it has achieved in recent years, according to the agency Scopus (SJR), it has become a reference in its field. In the year of publication of the work, 2024 there are still no calculated indicators, but in 2023, it was in position , thus managing to position itself as a Q1 (Primer Cuartil), in the category Health Policy.

Independientemente del impacto esperado determinado por el canal de difusión, es importante destacar el impacto real observado de la propia aportación.

Según las diferentes agencias de indexación, el número de citas acumuladas por esta publicación hasta la fecha 2026-04-03:

  • WoS: 6
  • Scopus: 8
  • Europe PMC: 5
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Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2026-04-03:

  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 32 (PlumX).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
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Leadership analysis of institutional authors

There is a significant leadership presence as some of the institution’s authors appear as the first or last signer, detailed as follows: First Author (González De Julián, Silvia) and Last Author (Barrachina Martínez, Isabel).

the author responsible for correspondence tasks has been González De Julián, Silvia.

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