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Sánchez Niño, María DoloresAuthorFernández Fernández, BeatrizAuthorJimenez, VmAuthorOrtiz, PdAuthorMateos, SrAuthorMarchant, VAuthor
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CKD: The burden of disease invisible to research funders

Publicated to:NEFROLOGIA. 42 (1): 65-84 - 2022-02-01 42(1), DOI: 10.1016/j.nefro.2021.09.004

Authors: Hernandez Gallego, Roman; Martinez Jimenez, Victor; Rodriguez Perez, Jose Carlos; Furlano, Monica; Sans Atxer, Laia; Gomez Ruiz, Josefa; de Sequera Ortiz, Patricia; de Arriba de la Fuente, Gabriel; Quiroga Gili, Borja; Soriano Cabrera, Sagrario; Perez Contreras, Javier; Blasco Pelicano, Miquel; Mazuecos Blanca, Auxiliadora; Rodriguez Portillo, Mariano; Sanchez Alvarez, J Emilio; Soler Romeo, Maria Jose; Gorostidi Perez, Manuel; Goicoechea Diezhandino, Marian; Hernandez Marrero, Domingo; Fondevila Campo, Constantino; Minambres Garcia, Eduardo; Garcia-Cosio Carmona, Dolores; Torres Ramirez, Armando; Munoz Bellvis, Luis; Berenguer Haym, Marina; Barrera Gomez, Manuel; Cifrian Martinez, Jose Manuel; Cruzado Garrit, Josep Maria; San Juan Garrido, Rafael; Briceno Delgado, Javier; Bodro Marimont, Marta; Valentin Munoz, Maria O; Salvatierra Velazquez, Angel; Almenar Bonet, Luis; Gomez Bravo, Miguel Angel; Moreso Mateos, Francesc J; Muro Amador, Manuel; Pons Minano, Jose A; Andres Belmonte, Amado; Sole Jover, Amparo; Casanova Rituerto, Daniel; Pardo Sanchez, Fernando; Ortiz, Alberto; Sanz, Ana B; Ramos, Adrian M; Cordoba-David, Gina; Garcia-Jimenez, Jorge; Fontecha-Barriuso, Miguel; Guerrero-Mauvecin, Juan; Lopez-Diaz, Ana M; Dolores Sanchez-Nino, Maria; Valino-Rivas, Lara; Cuarental, Leticia; Ribagorda, Marta; Pintor-Chocano, Aranzazu; Favero, Chiara; Alvarez-Llamas, Gloria; Cleary Catalina, Martin; Fernandez-Fernandez, Beatriz; Vanessa Perez-Gomez, Maria; Alegre de Montaner, Emma Raquel; Fernandez Prado, Raul; Rojas Rivera, Jorge; Ramos Verde, Ana Maria; Carriazo, Sol; Luis-Lima, Sergio; Sanchez-Rodriguez, Jinny; Pizarro Sanchez, Soledad; Ruiz Ortega, Marta; Gonzalez Parra, Emilio; Rayego Mateos, Sandra; Cannata Ortiz, Pablo Javier; Marquez Exposito, Laura; Tejera-Munoz, Antonio; Marchant, Vanessa; Tejedor-Santamaria, Lucia; Alique Agilar, Matilde; Diekmann, Fritz; Bayes Genis, Beatriz; Oppenheimer Salinas, Federico; Ramirez Bajo, Maria Jose; Banon Maneus, Elisenda; Arias Guillen, Marta; Rovira Juarez, Jordi; Lazo Rodriguez, Marta; Revuelta Vicente, Ignacio; Blasco Pelicano, Josep Miquel; Quintana Porras, Luis Fernando; Abreu Aguiar, Pedro Ventura; Xipell Font, Marc; Molina Andujar, Alicia; Cucchiari, David; Montagud Marrah, Enrique; Campistol Plana, Josep M; Julio Pineiro, Gaston; Martinez Salgado, Carlos; Morales Martin, Ana, I; Lopez Hernandez, Francisco J; Eleno Balboa, Nelida; Prieto Vicente, Marta; Fuentes Calvo, Isabel; Ramudo Gonzalez, Laura; Vicente Vicente, Laura; Sancho Martinez, Sandra M; Casanova Paso, Alfredo G; Pescador Garriel, Moises; Vaquero Lopez, Juan Jose; Cuadro Palacios, Ana Maria; Sucunza Saenz, David; Garcia Garcia, Patricia; Acena Bonilla, Jose Luis; Fernandez Rodriguez, Manuel A; Domingo Galan, Alberto; Merino Marcos, Estibaliz; Carreras Perez-Aradros, Javier; Manzano San Jose, Ruben; Maqueda Zelaya, Francisco; Sans Panades, Ester; Atarejos Salido, Julia; Torra Balcells, Roser; Ars Criach, Elisabet; Diaz Encarnacion, Montserrat; Guirado Perich, Lluis; Canal Girol, Cristina; Arce Terroba, Yolanda; Pybus Oliveras, Marc; Ejarque Vila, Laia; Serra Cabanas, Nuria; Facundo Molas, Carme; Silva Torres, Irene; Lamas Pelaez, Santiago; Rey Serra, Carlos; Tituana Fajardo, Jessica Paola; Herrero Lahuerta, Jose Ignacio; Miguel Herranz, Veronica; Martin Malo, Alejandro; Munoz Castaneda, Juan Rafael; Rodriguez Ortiz, Maria Encarnacion; Martinez Moreno, Julio Manuel; Raya Bermudez, Ana Isabel; Moyano Peregrin, Cayetana; Aguilera Tejero, Escolastico; Lopez Villalba, Ignacio; Carmona Munoz, Andres; Pendon Ruiz De Mier, Maria Victoria; Pineda Martos, Carmen Maria; Lopez Baltanas, Rodrigo; Rodelo Haad, Cristian; Franquesa Bartolome, Marcella; Lauzurica Valdemoros, Ricardo; Borras Serres, Francisco Enrique; Navarro Diaz, Maruja; Juega Marino, Francisco Javier; Canas Sole, Laura; Troya Saborido, Maria Isabel; Soler Majoral, Jordi; Lopez Martinez, Marina; Ruiz San Millan, Juan Carlos; Lopez-Hoyos, Marcos; Benito-Hernandez, Adalberto; San Segundo, David; Valero, Rosalia; Coto Garcia, Eliecer; Gomez De Ona, Juan; Cuesta Llavona, Elias; Santos Rodriguez, Fernando; Lorca Gutierrez, Rebeca; Gil Pena, Helena; Lopez, Veronica; Sola, Eugenia; Cabello, Mercedes; Caballero, Abelardo; Leon, Myriam; Alonso, Juana; Navarro-Gonzalez, Juan; Donate-Correa, Javier; Martin-Nunez, Ernesto; Delgado, Nayra Perez; Gigarran-Guldris, Secundino; Gorriz Teruel, Jose Luis; Martinez Castelao, Alberto; Valdivielso Revilla, Jose Manuel; Martinez Martinez, Cristina; Bozic Stanojevic, Milica; Castro Boque, Eva; Sans Rosell, Maria Nuria; Maria De Lamo, Virtudes; Diaz Tocados, Juan Miguel; Garcia Carrasco, Alicia; Bermudez Lopez, Marcelino; Caus Enriquez, Maite; Osuna Ortega, Antonio; Wangensteen Fuentes, Rosemary; De Gracia Guindo, Maria del Carmen; Ruiz Fuentes, Maria del Carmen; O'Valle Ravassa, Francisco; Caba Molina, Mercedes; Ramirez Tortosa, Cesar Luis; Del Moral Garrido, Raimundo Garcia; Jacobs-Cacha, Conxita; Bestard Matamoros, Oriol; Moreso Mateos, Francesc; Emilia Meneghini, Maria Antonia; Sellares Roig, Joana; Torres Betsabe, Irina; Lopez Larrea, Carlos; Suarez Alvarez, Beatriz; Diaz Corte, Maria del Carmen; Rodrigues-Diez, Raul R; Lopez Vazquez, Antonio; Gonzalez Rodriguez, Segundo; Vidal Castineira, Jose Ramon; Martin Martin, Cristina; Martinez Borra, Jesus; Bajo Rubio, Maria Auxiliadora; Del Peso Gilsanz, Gloria; Lopez Cabrera, Manuel; Jimenez Heffernan, Jose Antonio; Ossorio Gonzalez, Marta; Costero Gonzalez, Olga; Gonzalez Garcia, Maria Elena; Sandoval Correa, Pilar; Afonso Ramos, Sara; Lopez Oliva, Maria; Rivas Becerra, Begona; Vega Cabrera, Cristina; Gonzalez Mateo, Guadalupe Tirma; Sanchez Villanueva, Rafael; Alvarez Garcia, Laura; Cannata Andia, Jorge B; Naves Diaz, Manuel; Fernandez Martin, Jose Luis; Carrillo Lopez, Natalia; Panizo Garcia, Sara; Alonso Montes, Cristina; Rodriguez Garcia, Minerva; Martinez Luengas, Inigo Lozano; Sanchez Alvarez, Emilio; Martinez Arias, Laura; Martin Carro, Beatriz; Martin Virgala, Julia; Garcia Gonzalez, Miguel; Lamas Barreiro, Jose Maria; Perez Fontan, Miguel; Otero Gonzalez, Alfonso; Cuina Barja, Luz Maria; Sanchez Barreiro, Alejandro; Pazos Arias, Beatriz; Hernandez, Angel Alonso; Pardo Perez, Maria; Calvino Varela, Jesus; Amigo Lechuga, Jorge; Diaz Rodriguez, Candido; Garcia Murias, Maria; Barcia de la Iglesia, Ana Maria; Bouza Pineiro, Pablo; Cordido Eijo, Adrian; Carrera Cachaza, Noa; Vizoso Gonzalez, Marta; Lloberas Blanch, Nuria; Sola Martinez, Ana Maria; Hueso Val, Miguel; Bordignon Draibe, Juliana; Melilli, Edoardo; Manonelles Montero, Anna; Montero Perez, Nuria; Fulladosa Oliveras, Xavier; Crespo Barrio, Marta; Pascual Santos, Julio; Barrios Barrera, Clara; Perez Saez, Maria Jose; Redondo Pachon, Maria Dolores; Arias Cabrales, Carlos; Buxeda Porras, Anna; Rodriguez Garcia, Eva; Palau Gonzalez, Vanesa; Llinas Mallol, Laura; Riera Oliva, Marta; Ruiz Torres, Maria Piedad; Lopez Ongil, Susana; Calleros Basilio, Laura; Olmos Centenera, Gemma; Ramirez Chamond, Manuel Rafael; Sequera Ortiz, Patricia; Garcia Fernandez, Nuria; Benito Boillos, Alberto; Varo Cenarruzabeitia, Nerea; Fernandez Seara, Maria Asuncion; Diaz Dorronsoro, Ines; Martin Moreno, Paloma; Javier Lavilla, Francisco; Torres, Armando; Marrero Miranda, Domingo; Rodriguez Hernandez, Aurelio Pastor; De Bonis Redondo, Eduardo; Porrini, Esteban; Cobo Caso, Maria de los Angeles; Perez Tamajon, Maria Lourdes; Rufino Hernandez, Margarita; Garcia Rebollo, Maria Sagrario; Delgado Mallen, Patricia; Alvarez Gonzalez, Alejandra; Gonzalez Rinne, Ana Maria; Miquel Rodriguez, Rosa; Estupinan Torres, Sara; Alvarez Sosa, Diego; Escamilla Cabrera, Beatriz; Zamora Rodriguez, Nayara; Farina Hernandez, Arminda; Rodriguez Gamboa, Maria Jose; Maria de los Angeles, Cobo Caso; Maria Lourdes, Perez Tamajon; Hernandez Margarita, Rufino; Maria Sagrario, Garcia Rebollo; Mallen Patricia, Delgado; Gonzalez Alejandra, Alvarez; Ana Maria, Gonzalez Rinne; Rodriguez Rosa, Miquel; Garcia Bermejo, Maria Laura; Fernandez Lucas, Milagros; Conde Moreno, Elisa; Salinas Munoz, Laura; Serrano Huertas, Silvia; Rodriguez Serrano, Esperanza Macarena; Ramos Munoz, Miren Edurne; Crespo Toro, Lorena; Blanco Agudo, Carolina Pilar; Portoles, Jose; Marques, Maria; Rubio, Esther; Sanchez-Sobrino, Beatriz; Garcia-Menendez, Estefanya; Lazaro Fernandez, Alberto; Rodriguez Benitez, Patrocinio; Gonzalez-Nicolas Gonzalez, Maria Angeles; Lopez Gallardo, Meritxell; Fernandez Juarez, Gema Maria; Gutierrez Martinez, Eduardo; Praga Terente, Manuel; Tato Ribera, Ana; Cavero Escribano, Teresa; Caravaca Fontan, Fernando; Shabaka Fernandez, Amir; Robles Perez-Monteoliva, Nicolas Roberto; Luna Huerta, Enrique; Gervasini Rodriguez, Guillermo; Hernandez, Sergio Barroso; Mota Zamorano, Sonia; Lopez Gomez, Juan Manuel; Gonzalez, Alvaro Gil

Affiliations

Clin Univ Navarra, Navarra, Spain - Author
Clin Univ Navarra, UEMS Comm Board, Navarra, Spain - Author
Complejo Asistencial Univ Salamanca, Cirug HBP, Salamanca, Spain - Author
Complejo Hosp A Marcide Novoa Santos, La Coruna, Spain - Author
Complejo Hosp Pontevedra, Pontevedra, Spain - Author
Complejo Hosp Santiago de Compostela CHUS, Santiago De Compostela, Spain - Author
Complejo Hosp Univ A Coruna, La Coruna, Spain - Author
Complejo Hosp Univ Badajoz, Badajoz, Spain - Author
Complejo Hosp Univ Ourense, Orense, Spain - Author
Complejo Hosp Univ Vigo, Vigo, Spain - Author
Ctr Biol Mol Severo Ochoa, Madrid, Spain - Author
Fac Med Badajoz, Badajoz, Spain - Author
Fdn Idibell, Barcelona, Spain - Author
Fdn Inst Estudios Ciencias Salud Castilla & Leon, Leon, Spain - Author
Fdn Inst Estudios Ciencias Salud Castilla & Leon, Soria, Spain - Author
Fdn Inst Invest Germans Trias & Pujol, Badalona, Spain - Author
Fdn Inst Invest Valle Hebron, Barcelona, Spain - Author
Fdn Invest Biomed Hosp Puerta de Hierro, Madrid, Spain - Author
Fdn Jimenez Diaz, Fdn Inst Invest Sanitaria, Madrid, Spain - Author
Fdn Jimenez Diaz, Madrid, Spain - Author
Fdn Privada Clin, Barcelona, Spain - Author
Fdn Publ Gallega Med Genom, Madrid, Spain - Author
Fundació Puigvert, Barcelona, Spain - Author
Hosp 12 Oct, Especialidad Enfermedades Infecciosas, Madrid, Spain - Author
Hosp 12 Octubre, Soc Madrilena Trasplantes, Madrid, Spain - Author
Hosp 12 Octubre, Trasplante Cardiaco, Madrid, Spain - Author
Hosp Badalona Germans Trias & Pujol, Barcelona, Spain - Author
Hosp Bellvitge Princeps Espanya, Barcelona, Spain - Author
Hosp Cabuenes, Gijon, Spain - Author
Hosp Clin Barcelona, Barcelona, Spain - Author
Hosp Clin Barcelona, Grp Estudio Infecc Trasplante GESITRA, Soc Espanola Enfermedades Infecciosas & Microbiol, Barcelona, Spain - Author
Hosp Clin Barcelona, Trasplante Hepat, Barcelona, Spain - Author
Hosp Clin Univ Santiago, Santiago, Spain - Author
Hosp Clin Univ Valencia, Valencia, Spain - Author
Hosp Costa, Burela, Spain - Author
Hosp del Mar, Soc Espanola Nefrol, Barcelona, Spain - Author
Hosp Gen Univ Alicante, Alicante, Spain - Author
Hosp Gen Univ Gregorio Maranon, IiSGM, Madrid, Spain - Author
Hosp Gen Univ Gregorio Maranon, Madrid, Spain - Author
Hosp Lucus Augusti, Lugo, Spain - Author
Hosp Nuestra Sra Candelaria, Tenerife, Spain - Author
Hosp Principe Asturias, Alcala De Henares, Spain - Author
Hosp Principe Asturias, Fdn Invest Biomed, Asturias, Spain - Author
Hosp Puerta del Mar, Cadiz, Spain - Author
Hosp Ramon & Cajal, Madrid, Spain - Author
Hosp Reg Univ Malaga, Trasplante Renal, Malaga, Spain - Author
Hosp Reina Sofia, Cordoba, Spain - Author
Hosp Univ & Politecn La Fe Valencia, Secc Trasplante Cardiaco, Soc Espanola Cardiol, Valencia, Spain - Author
Hosp Univ & Politecn La Fe, Soc Valenciana Trasplante, Valencia, Spain - Author
Hosp Univ & Politecn La Fe, Trasplante Hepat, Valencia, Spain - Author
Hosp Univ Bellvitge, Hospitalec, Barcelona, Spain - Author
Hosp Univ Bellvitge, Trasplante Renal, Barcelona, Spain - Author
Hosp Univ Cabuenes, Asturias, Spain - Author
Hosp Univ Canarias, Santa Cruz De Tenerife, Spain - Author
Hosp Univ Canarias, Trasplante Renal, Santa Cruz De Tenerife, Spain - Author
Hosp Univ Cent Asturias, Asturias, Spain - Author
Hosp Univ Cent Asturias, Oviedo, Spain - Author
Hosp Univ Dr Negrin, Las Palmas Gran Canaria, Spain - Author
Hosp Univ Fdn Alcorcon, Alcorcon, Spain - Author
Hosp Univ Gen Vall Hebron, Barcelona, Spain - Author
Hosp Univ Gran Canaria Dr Negrin, Las Palmas Gran Canaria, Spain - Author
Hosp Univ Guadalajara, Guadalajara, Spain - Author
Hosp Univ Infanta Leonor, Madrid, Spain - Author
Hosp Univ La Paz, Madrid, Spain - Author
Hosp Univ La Princesa, Madrid, Spain - Author
Hosp Univ Marques de Valdecilla, Coordinac Trasplantes, Santander, Spain - Author
Hosp Univ Marques de Valdecilla, European Union Med Specialists UEMS Committe Boar, Santander, Spain - Author
Hosp Univ Marques de Valdecilla, Grp Trasplante Pulm, Santander, Spain - Author
Hosp Univ Marques de Valdecilla, Santander, Spain - Author
Hosp Univ Nuestra Senora Candelaria, Santa Cruz De Tenerife, Spain - Author
Hosp Univ Nuestra Senora Candelaria, Trasplante Hepat, Santa Cruz De Tenerife, Spain - Author
Hosp Univ Reina Sofia Cordoba, Assoc Espanola Cirugia, Cordoba, Spain - Author
Hosp Univ Reina Sofia Cordoba, Cordoba, Spain - Author
Hosp Univ Rey Juan Carlos, Madrid, Spain - Author
Hosp Univ San Cecilio, Granada, Spain - Author
Hosp Univ Vall dHebron, Soc Catalana Trasplantes, Barcelona, Spain - Author
Hosp Univ Vall Hebron, Barcelona, Spain - Author
Hosp Univ Virgen de las Nieves Granada, Granada, Spain - Author
Hosp Univ Virgen de las Nieves, Soc Espanola Med Intens Crit & Unidades Coronaria, Granada, Spain - Author
Hosp Virgen Arrixaca, Soc Espanola Inmunol, Murcia, Spain - Author
Hosp Virgen Arrixaca, Soc Espanola Trasplante Hepat, Madrid, Spain - Author
Hosp Virgen de la Arrixaca Murcia, Murcia, Spain - Author
Hosp Virgen del Rocio, Soc Andaluza Trasplantes, Seville, Spain - Author
Inst Biomed Res Salamanca IBSAL, Salamanca, Spain - Author
Inst Hosp del Mar Invest Med FIMIM, Barcelona, Spain - Author
Inst Invest Biomed August Pi & Sunyer IDIBAPS, Barcelona, Spain - Author
Inst Invest Biomed Lleida, Lleida, Spain - Author
Inst Invest Biomed Malaga IBIMA, Malaga, Spain - Author
Inst Invest Hosp 12 Octubre I 12, Madrid, Spain - Author
Inst Invest Sanitaria IDIS, Santiago De Compostela, Spain - Author
Inst Invest Sanitaria Navarra IDISNA, Navarra, Spain - Author
Inst Invest Sanitaria Principado Asturias, Asturias, Spain - Author
Inst Invest Sanitaria Santiago De Compostela IDIS, Santiago De Compostela, Spain - Author
Inst Maimonides Invest Biomed Cordoba IMIBIC, Cordoba, Spain - Author
Inst Ramon y Cajal Invest Sanitaria IRYCIS, Madrid, Spain - Author
Org Nacl Trasplantes ONT, Madrid, Spain - Author
Parc Salut Mar, Federat Europea Pacientes Renales EKPF, Barcelona, Spain - Author
Policlin Vigo SA, Vigo, Spain - Author
Univ Alcala De Henares, Madrid, Spain - Author
Univ Alcala, Madrid, Spain - Author
Univ Autonoma Madrid, Madrid, Spain - Author
Univ Cantabria, Univ Hosp Marques de Valdecilla, IDIVAL, Cantabria, Spain - Author
Univ Complutense Madrid, Madrid, Spain - Author
Univ Granada, Granada, Spain - Author
Univ Jaen, Jaen, Spain - Author
Univ La Laguna, San Cristobal la Laguna, Spain - Author
Univ Navarra, Navarra, Spain - Author
Univ Oviedo, Oviedo, Spain - Author
Univ Santiago de Compostela, Santiago De Compostela, Spain - Author
Vall Hebron Res Inst VHIR, Barcelona, Spain - Author
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Abstract

The uptake of the current concept of chronic kidney disease (CKD) by the public, physicians and health authorities is low. Physicians still mix up CKD with chronic kidney insufficiency or failure. In a recent manuscript, only 23% of participants in a cohort of persons with CKD had been diagnosed by their physicians as having CKD while 29% has a diagnosis of cancer and 82% had a diagnosis of hypertension. For the wider public and health authorities, CKD evokes kidney replacement therapy (KRT). In Spain, the prevalence of KRT is 0.13%. A prevalent view is that for those in whom kidneys fail, the problem is "solved" by dialysis or kidney transplantation. However, the main burden of CKD is accelerated aging and all-cause and cardiovascular premature death. CKD is the most prevalent risk factor for lethal COVID-19 and the factor that most increases the risk of death in COVID-19, after old age. Moreover, men and women undergoing KRT still have an annual mortality which is 10-100-fold higher than similar age peers, and life expectancy is shortened by around 40 years for young persons on dialysis and by 15 years for young persons with a functioning kidney graft. CKD is expected to become the fifth global cause of death by 2040 and the second cause of death in Spain before the end of the century, a time when 1 in 4 Spaniards will have CKD. However, by 2022, CKD will become the only top-15 global predicted cause of death that is not supported by a dedicated well-funded CIBER network research structure in Spain. Leading Spanish kidney researchers grouped in the kidney collaborative research network REDINREN have now applied for the RICORS call of collaborative research in Spain with the support of the Spanish Society of Nephrology, ALCER and ONT: RICORS2040 aims to prevent the dire predictions for the global 2040 burden of CKD from becoming true. However, only the highest level of research funding through the CIBER will allow to adequately address the issue before it is too late. (C) 2021 Sociedad Espanola de Nefrologia. Published by Elsevier Espana, S.L.U.

Keywords
accelerated agingburden of diseasechronic kidney diseasecovid-19decade of the kidneykidney failurekidney transplantationAccelerated agingBurden of diseaseChronic kidney diseaseChronic kidney-diseaseCovid-19Decade of the kidneyHealthKidney failureKidney transplantationProteomicsResearch fundingSociety

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal NEFROLOGIA, and although the journal is classified in the quartile Q3 (Agencia WoS (JCR)), its regional focus and specialization in Urology & Nephrology, give it significant recognition in a specific niche of scientific knowledge at an international level.

From a relative perspective, and based on the normalized impact indicator calculated from World Citations provided by WoS (ESI, Clarivate), it yields a value for the citation normalization relative to the expected citation rate of: 21.74. This indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: ESI Nov 14, 2024)

This information is reinforced by other indicators of the same type, which, although dynamic over time and dependent on the set of average global citations at the time of their calculation, consistently position the work at some point among the top 50% most cited in its field:

  • Field Citation Ratio (FCR) from Dimensions: 13.38 (source consulted: Dimensions May 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-05-16, the following number of citations:

  • WoS: 65
  • Scopus: 5
  • OpenCitations: 28
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 2025-05-16:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 84.
  • 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: 84 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 40.708.
  • The number of mentions on the social network X (formerly Twitter): 3 (Altmetric).

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.
  • Additionally, the work has been submitted to a journal classified as Diamond in relation to this type of editorial policy.
  • Assignment of a Handle/URN as an identifier within the deposit in the Institutional Repository: http://hdl.handle.net/10486/708378