Effectiveness of the MULTIPAP Plus intervention in youngest-old patients with multimorbidity and polypharmacy aimed at improving prescribing practices in primary care: study protocol of a cluster randomized trial

Isabel Del Cura-González, Juan A López-Rodríguez, Francisca Leiva-Fernández, Luis A Gimeno-Feliu, Victoria Pico-Soler, Mª Josefa Bujalance-Zafra, Miguel Domínguez-Santaella, Elena Polentinos-Castro, Beatriz Poblador-Plou, Paula Ara-Bardají, Mercedes Aza-Pascual-Salcedo, Marisa Rogero-Blanco, Marcos Castillo-Jiménez, Cristina Lozano-Hernández, Antonio Gimeno-Miguel, Francisca González-Rubio, Rodrigo Medina-García, Alba González-Hevilla, Mario Gil-Conesa, Jesús Martín-Fernández, José M Valderas, Alessandra Marengoni, Christiane Muth, J Daniel Prados-Torres, Alexandra Prados-Torres, MULTIPAP PLUS Group, Francisco Javier Orellana-Lozano, Jesús Sepúlveda-Muñoz, Rafael Sánchez-Jordán, Amparo Escobar-Pérez, Concepción Rodríguez-García, Trinidad Peñuela-Ruiz, José Antonio Navarro-Martín, María Rosario Rodríguez-Rivera, Yolanda Aguilar-Heredia, Antonio Ignacio Martínez-Sarmiento, Beatriz Pascual-de-la-Pisa, María José García-Lozano, Alejandro García-Carrera, Noelia Juan-Tordesillas, María Isabel Márquez-Chamizo, José Manuel Navarro-Jiménez, María Carmen Ruiz-Ciudad, Rubén Luciano Vázquez-Alarcón, María Isabel Navarro-Gallego, Leovigildo Ginel-Mendoza, José María Ruiz-San-Basilio, Elena Barceló-Garach, Elisa María Alcantarilla-Reyes, Marta Álvarez de Cienfuegos Hernández, Irene Martínez-Ríos, Laura Orellana-Martín, María Dolores Merino-Moyano, Nuria Segura-Domínguez, María Cristina Moral-Merchán, Esther Martín-Aurioles, María Inmaculada Rodríguez-González, Sylvia Hazañas-Ruiz, Eva Noelia Gallego-Castillo, Esperanza Mora-García, Estefanía Cámara-Sola, Sergio Fons-Cañizares, María Paz Ortigosa-Arrabal, Teresa Quesada-Fernández, Silvia Rodríguez-Moreno, Ana Sánchez-Silvestre, María Jesús Torrubia-Fernández, María José González-Vega, María Victoria Almagro-Martín-Lomeña, Caridad Serrano-González, José Leiva-Fernández, Virginia Castillo-Romero, Ana María Fernández-Vargas, Francisco José Serrano-Guerra, Gabriel Francisco Narbona-Carrión, Hervé Michel-Bertevas, Rafael Ángel Maqueda, Miguel Domínguez-Santaella, Nuria García-Agua-Soler, Maria Del Pilar Barnestein-Fonseca, María Begoña Abadía-Taira, Carmen Sánchez-Celaya-Del-Pozo, Ana Carmen Giménez-Baratech, Lara Sanz-Burgos, Mercedes Abad-Royo, Carmen Camats-Franco, José Manuel Cortés-Pellicer, Paula Herrero-Solsona, Aida Moreno-Juste, Miguel Guiu-Campos, Nima Peyman-Fard-Shafi-Tabatabaei, Ma Teresa Delgado-Marroquín, Mercedes López-Echevarría, Jonás Carmona-Pírez, Fernando Barrera-Linares, Sandro Daniel Carrillo-Soria, Ana Belén Esteban-Gimeno, Beatriz López-Alonso, Anabel Hernández-Bono, Enrique Martínez-Ayala, Adriana Martínez-Manero, Raquel Martínez-Sánchez, Yolanda Naya-Mateu, María Lourdes Clemente-Jiménez, María Paz Leon-Martínez, Liliana Mahuela, Ma Rosario Sanjuan-Cortés, Elisa Pilar Salazar-González, Ma Elena Charte-Alegre, Ma Jesús Mur-Lazuela, Mónica Pascual-Franco, Pilar Arizon-Deza, Carmen García-Gutiérrez-Muñoz, Teresa García-Ruiz, Gloria Navarro-Aznárez, Carlos Alcober-Pérez, María Paz Navarro-Tausiet, Ma Elena Lacasa-Serrano, Ana Cristina Maza-Invernón, Jaime Peleato-Sánchez, José Miguel Buñuel-Granados, Ainara Alonso-Valbuena, Mónica Lasheras-Barrio, Isabel Ibarrondo-Fernández-Ladreda, Rosa Ma López-Aylon, María José Rodríguez-Fabre, Isabel Rubio-Gutiérrez, Selma Valverde-Aranda, Ana Cristina Bandrés-Liso, Antonio Poncel-Falcó, Kevin Bliek-Bueno, Mabel Cano-Del-Pozo, Mercedes Clerencia-Sierra, Jesús Díez-Manglano, Inmaculada Guerrero-Fernández-de-Alba, Ignatios Ioakeim-Skoufa, Javier Marta-Moreno, David Santos-Muñoz, María Elisa Viñuela-Benéitez, María De Los Angeles Miguel-Abanto, Francisca García-De-Blas, Juan Carlos García-Álvarez, Sonia Redondo-de-Pedro, Carlos Fernando González-García, Carolina Peláez-Laguno, Esther Gomez-Suarez, Fernanda Morales-Ortiz, Isabel Ferrer-Zapata, Yolanda Beatriz Sánchez-Fernández, Yolanda Fernández-Fernández, Esther Barrio-Higelmo, Eva María Rioja-Delgado, Irina Lopez-Larrayoz, María Luz Seara-Lozano, Julio Cesar Fernández-Sánchez, María Teresa San-Miguel-Marinero, María Jesus Fidalgo-Baz, Sara Ares-Blanco, Jorge Ignacio Gómez-Ciriano, José Damián Garcés-Ranz, Laura Santos-Franco, María Celeste García-Galeano, Raquel Mateo-Fernández, Sara Morcillo-Cebolla, Tomás Rossignoli-Fernández, Jorge Olmedo-Galindo, Marta Pinel-González, Rosa María Redondo-Romero, Adnaloy Helena Estrada-Leon, Belén Muñoz-Gómez, Blanca Sanz-Pozo, Claudia López-Marcos, Enrique Rodríguez-De-Mingo, Juan Carlos Moreno-Fernández, Luis Enrique Morales-Cobos, María Del Prado Garcia-Garcia-Alcañiz, Marisol Lorenzo-Borda, Vera González-García, María Del Pilar Muñoz-Molina, Yasmin Drak-Hernández, Alejandro Rabanal-Basalo, Ana María Abad-Esteban, María De Los Ángeles Rollan-Hernández, Mónica Fuster-Tozer, Raquel Carretero-Ramos, Rebeca Mielgo-Salvador, Ana Sosa-Alonso, Carmen María Muros-Muñoz, Jeannet Dolores Sánchez-Yépez, María Cristina Cáceres-Cortés, María Paloma Morso-Peláez, María Pastor-Estebanez, Mercedes Fernández-Girón, Antonia Pérez-De-Colosia-Zuil, Esteban Pérez-Gutiérrez, Isabel Tejero-García, Jaime Innerarity-Martínez, Mar Álvarez-Villalba, Margarita Gómez-Barroso, María Del Mar Escobar-Gallegos, María Jesus Bedoya-Frutos, Marta Inmaculada Del-Olmo-Ribagorda, Petra María Cortés-Durán, Pilar Tardáguila-Lobato, Raquel Yolanda Terrón-Barbosa, Antonio Ramos-Blanco, Aránzazu López-Villalvilla, Beatriz Cinta-Bella, Cristian Varela-Varela, Francisca Garcia-Rodriguez, Gema María Saiz-Ladera, Guillermina López-Fernández, Lourdes Orozco-Barrenechea, María Begoña Zafra-De-Gea, Nuria García-Arpa, Tamara Ewa-Barnas, Ana Isabel Carbonero-Martín, María José Rojas-Giraldo, Alberto Cotillas-Rodero, Beatriz López-Serrano, María Del Carmen Rodriguez-Fernández, Carmelina Sanz-Velasco, Jose Ignacio Aza-Pascual-Salcedo, Carolina Lopez-Olmeda, Estrella Gutiérrez-Ocana, Raquel García-Ocaña, Teresa Sanz-Cuesta, Ricardo Rodríguez-Barrientos, Milagros Rico-Blázquez, Ma Gloria Ariza-Cardiel, Angel Mataix-San-Juan, Marta Alcaraz-Borrajo, Mercedes Rumayor-Zarzuelo, Luis Sánchez-Perruca, Amaya Azcoaga-Lorenzo, Virginia Hernández-Santiago, Rafael Rotaeche-Del-Campo, Isabel Del Cura-González, Juan A López-Rodríguez, Francisca Leiva-Fernández, Luis A Gimeno-Feliu, Victoria Pico-Soler, Mª Josefa Bujalance-Zafra, Miguel Domínguez-Santaella, Elena Polentinos-Castro, Beatriz Poblador-Plou, Paula Ara-Bardají, Mercedes Aza-Pascual-Salcedo, Marisa Rogero-Blanco, Marcos Castillo-Jiménez, Cristina Lozano-Hernández, Antonio Gimeno-Miguel, Francisca González-Rubio, Rodrigo Medina-García, Alba González-Hevilla, Mario Gil-Conesa, Jesús Martín-Fernández, José M Valderas, Alessandra Marengoni, Christiane Muth, J Daniel Prados-Torres, Alexandra Prados-Torres, MULTIPAP PLUS Group, Francisco Javier Orellana-Lozano, Jesús Sepúlveda-Muñoz, Rafael Sánchez-Jordán, Amparo Escobar-Pérez, Concepción Rodríguez-García, Trinidad Peñuela-Ruiz, José Antonio Navarro-Martín, María Rosario Rodríguez-Rivera, Yolanda Aguilar-Heredia, Antonio Ignacio Martínez-Sarmiento, Beatriz Pascual-de-la-Pisa, María José García-Lozano, Alejandro García-Carrera, Noelia Juan-Tordesillas, María Isabel Márquez-Chamizo, José Manuel Navarro-Jiménez, María Carmen Ruiz-Ciudad, Rubén Luciano Vázquez-Alarcón, María Isabel Navarro-Gallego, Leovigildo Ginel-Mendoza, José María Ruiz-San-Basilio, Elena Barceló-Garach, Elisa María Alcantarilla-Reyes, Marta Álvarez de Cienfuegos Hernández, Irene Martínez-Ríos, Laura Orellana-Martín, María Dolores Merino-Moyano, Nuria Segura-Domínguez, María Cristina Moral-Merchán, Esther Martín-Aurioles, María Inmaculada Rodríguez-González, Sylvia Hazañas-Ruiz, Eva Noelia Gallego-Castillo, Esperanza Mora-García, Estefanía Cámara-Sola, Sergio Fons-Cañizares, María Paz Ortigosa-Arrabal, Teresa Quesada-Fernández, Silvia Rodríguez-Moreno, Ana Sánchez-Silvestre, María Jesús Torrubia-Fernández, María José González-Vega, María Victoria Almagro-Martín-Lomeña, Caridad Serrano-González, José Leiva-Fernández, Virginia Castillo-Romero, Ana María Fernández-Vargas, Francisco José Serrano-Guerra, Gabriel Francisco Narbona-Carrión, Hervé Michel-Bertevas, Rafael Ángel Maqueda, Miguel Domínguez-Santaella, Nuria García-Agua-Soler, Maria Del Pilar Barnestein-Fonseca, María Begoña Abadía-Taira, Carmen Sánchez-Celaya-Del-Pozo, Ana Carmen Giménez-Baratech, Lara Sanz-Burgos, Mercedes Abad-Royo, Carmen Camats-Franco, José Manuel Cortés-Pellicer, Paula Herrero-Solsona, Aida Moreno-Juste, Miguel Guiu-Campos, Nima Peyman-Fard-Shafi-Tabatabaei, Ma Teresa Delgado-Marroquín, Mercedes López-Echevarría, Jonás Carmona-Pírez, Fernando Barrera-Linares, Sandro Daniel Carrillo-Soria, Ana Belén Esteban-Gimeno, Beatriz López-Alonso, Anabel Hernández-Bono, Enrique Martínez-Ayala, Adriana Martínez-Manero, Raquel Martínez-Sánchez, Yolanda Naya-Mateu, María Lourdes Clemente-Jiménez, María Paz Leon-Martínez, Liliana Mahuela, Ma Rosario Sanjuan-Cortés, Elisa Pilar Salazar-González, Ma Elena Charte-Alegre, Ma Jesús Mur-Lazuela, Mónica Pascual-Franco, Pilar Arizon-Deza, Carmen García-Gutiérrez-Muñoz, Teresa García-Ruiz, Gloria Navarro-Aznárez, Carlos Alcober-Pérez, María Paz Navarro-Tausiet, Ma Elena Lacasa-Serrano, Ana Cristina Maza-Invernón, Jaime Peleato-Sánchez, José Miguel Buñuel-Granados, Ainara Alonso-Valbuena, Mónica Lasheras-Barrio, Isabel Ibarrondo-Fernández-Ladreda, Rosa Ma López-Aylon, María José Rodríguez-Fabre, Isabel Rubio-Gutiérrez, Selma Valverde-Aranda, Ana Cristina Bandrés-Liso, Antonio Poncel-Falcó, Kevin Bliek-Bueno, Mabel Cano-Del-Pozo, Mercedes Clerencia-Sierra, Jesús Díez-Manglano, Inmaculada Guerrero-Fernández-de-Alba, Ignatios Ioakeim-Skoufa, Javier Marta-Moreno, David Santos-Muñoz, María Elisa Viñuela-Benéitez, María De Los Angeles Miguel-Abanto, Francisca García-De-Blas, Juan Carlos García-Álvarez, Sonia Redondo-de-Pedro, Carlos Fernando González-García, Carolina Peláez-Laguno, Esther Gomez-Suarez, Fernanda Morales-Ortiz, Isabel Ferrer-Zapata, Yolanda Beatriz Sánchez-Fernández, Yolanda Fernández-Fernández, Esther Barrio-Higelmo, Eva María Rioja-Delgado, Irina Lopez-Larrayoz, María Luz Seara-Lozano, Julio Cesar Fernández-Sánchez, María Teresa San-Miguel-Marinero, María Jesus Fidalgo-Baz, Sara Ares-Blanco, Jorge Ignacio Gómez-Ciriano, José Damián Garcés-Ranz, Laura Santos-Franco, María Celeste García-Galeano, Raquel Mateo-Fernández, Sara Morcillo-Cebolla, Tomás Rossignoli-Fernández, Jorge Olmedo-Galindo, Marta Pinel-González, Rosa María Redondo-Romero, Adnaloy Helena Estrada-Leon, Belén Muñoz-Gómez, Blanca Sanz-Pozo, Claudia López-Marcos, Enrique Rodríguez-De-Mingo, Juan Carlos Moreno-Fernández, Luis Enrique Morales-Cobos, María Del Prado Garcia-Garcia-Alcañiz, Marisol Lorenzo-Borda, Vera González-García, María Del Pilar Muñoz-Molina, Yasmin Drak-Hernández, Alejandro Rabanal-Basalo, Ana María Abad-Esteban, María De Los Ángeles Rollan-Hernández, Mónica Fuster-Tozer, Raquel Carretero-Ramos, Rebeca Mielgo-Salvador, Ana Sosa-Alonso, Carmen María Muros-Muñoz, Jeannet Dolores Sánchez-Yépez, María Cristina Cáceres-Cortés, María Paloma Morso-Peláez, María Pastor-Estebanez, Mercedes Fernández-Girón, Antonia Pérez-De-Colosia-Zuil, Esteban Pérez-Gutiérrez, Isabel Tejero-García, Jaime Innerarity-Martínez, Mar Álvarez-Villalba, Margarita Gómez-Barroso, María Del Mar Escobar-Gallegos, María Jesus Bedoya-Frutos, Marta Inmaculada Del-Olmo-Ribagorda, Petra María Cortés-Durán, Pilar Tardáguila-Lobato, Raquel Yolanda Terrón-Barbosa, Antonio Ramos-Blanco, Aránzazu López-Villalvilla, Beatriz Cinta-Bella, Cristian Varela-Varela, Francisca Garcia-Rodriguez, Gema María Saiz-Ladera, Guillermina López-Fernández, Lourdes Orozco-Barrenechea, María Begoña Zafra-De-Gea, Nuria García-Arpa, Tamara Ewa-Barnas, Ana Isabel Carbonero-Martín, María José Rojas-Giraldo, Alberto Cotillas-Rodero, Beatriz López-Serrano, María Del Carmen Rodriguez-Fernández, Carmelina Sanz-Velasco, Jose Ignacio Aza-Pascual-Salcedo, Carolina Lopez-Olmeda, Estrella Gutiérrez-Ocana, Raquel García-Ocaña, Teresa Sanz-Cuesta, Ricardo Rodríguez-Barrientos, Milagros Rico-Blázquez, Ma Gloria Ariza-Cardiel, Angel Mataix-San-Juan, Marta Alcaraz-Borrajo, Mercedes Rumayor-Zarzuelo, Luis Sánchez-Perruca, Amaya Azcoaga-Lorenzo, Virginia Hernández-Santiago, Rafael Rotaeche-Del-Campo

Abstract

Background: The progressive ageing of the population is leading to an increase in multimorbidity and polypharmacy, which in turn may increase the risk of hospitalization and mortality. The enhancement of care with information and communications technology (ICT) can facilitate the use of prescription evaluation tools and support system for decision-making (DSS) with the potential of optimizing the healthcare delivery process.

Objective: To assess the effectiveness and cost-effectiveness of the complex intervention MULTIPAP Plus, compared to usual care, in improving prescriptions for young-old patients (65-74 years old) with multimorbidity and polypharmacy in primary care.

Methods/design: This is a pragmatic cluster-randomized clinical trial with a follow-up of 18 months in health centres of the Spanish National Health System. Unit of randomization: family physician. Unit of analysis: patient.

Population: Patients aged 65-74 years with multimorbidity (≥ 3 chronic diseases) and polypharmacy (≥ 5 drugs) during the previous 3 months were included.

Sample size: n = 1148 patients (574 per study arm).

Intervention: Complex intervention based on the ARIADNE principles with three components: (1) family physician (FP) training, (2) FP-patient interview, and (3) decision-making support system.

Outcomes: The primary outcome is a composite endpoint of hospital admission or death during the observation period measured as a binary outcome, and the secondary outcomes are number of hospital admission, all-cause mortality, use of health services, quality of life (EQ-5D-5L), functionality (WHODAS), falls, hip fractures, prescriptions and adherence to treatment. Clinical and sociodemographic factors will be explanatory variables.

Statistical analysis: The main result is the difference in percentages in the final composite endpoint variable at 18 months, with its corresponding 95% CI. Adjustments by the main confounding and prognostic factors will be performed through a multilevel analysis. All analyses will be carried out in accordance to the intention-to-treat principle.

Discussion: It is important to prevent the cascade of negative health and health care impacts attributable to the multimorbidity-polypharmacy binomial. ICT-enhanced routine clinical practice could improve the prescription process in patient care.

Trial registration: ClinicalTrials.gov NCT04147130 . Registered on 22 October 2019.

Keywords: Cluster randomized controlled trial; Computer-assisted; Decision-making; Medication reconciliation; Multimorbidity; Patient-centred care; Polypharmacy; Primary health care.

Conflict of interest statement

The authors declare that they have no competing interests.

© 2022. The Author(s).

Figures

Fig. 1
Fig. 1
Flow diagram of patients
Fig. 2
Fig. 2
Intervention

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