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Published in: Implementation Science 1/2017

Open Access 01-12-2017 | Study protocol

Effectiveness of an intervention for improving drug prescription in primary care patients with multimorbidity and polypharmacy: study protocol of a cluster randomized clinical trial (Multi-PAP project)

Authors: Alexandra Prados-Torres, Isabel del Cura-González, Daniel Prados-Torres, Juan A. López-Rodríguez, Francisca Leiva-Fernández, Amaia Calderón-Larrañaga, Fernando López-Verde, Luis A. Gimeno-Feliu, Esperanza Escortell-Mayor, Victoria Pico-Soler, Teresa Sanz-Cuesta, Mª Josefa Bujalance-Zafra, Mariel Morey-Montalvo, José Ramón Boxó-Cifuentes, Beatriz Poblador-Plou, José Manuel Fernández-Arquero, Francisca González-Rubio, María D. Ramiro-González, Carlos Coscollar-Santaliestra, Jesús Martín-Fernández, Mª Pilar Barnestein-Fonseca, José María Valderas-Martínez, Alessandra Marengoni, Christiane Muth, Multi-PAP Group

Published in: Implementation Science | Issue 1/2017

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Abstract

Background

Multimorbidity is associated with negative effects both on people’s health and on healthcare systems. A key problem linked to multimorbidity is polypharmacy, which in turn is associated with increased risk of partly preventable adverse effects, including mortality. The Ariadne principles describe a model of care based on a thorough assessment of diseases, treatments (and potential interactions), clinical status, context and preferences of patients with multimorbidity, with the aim of prioritizing and sharing realistic treatment goals that guide an individualized management. The aim of this study is to evaluate the effectiveness of a complex intervention that implements the Ariadne principles in a population of young-old patients with multimorbidity and polypharmacy. The intervention seeks to improve the appropriateness of prescribing in primary care (PC), as measured by the medication appropriateness index (MAI) score at 6 and 12 months, as compared with usual care.

Methods/Design

Design: pragmatic cluster randomized clinical trial. Unit of randomization: family physician (FP). Unit of analysis: patient. Scope: PC health centres in three autonomous communities: Aragon, Madrid, and Andalusia (Spain). Population: patients aged 65–74 years with multimorbidity (≥3 chronic diseases) and polypharmacy (≥5 drugs prescribed in ≥3 months). Sample size: n = 400 (200 per study arm). Intervention: complex intervention based on the implementation of the Ariadne principles with two components: (1) FP training and (2) FP-patient interview. Outcomes: MAI score, health services use, quality of life (Euroqol 5D-5L), pharmacotherapy and adherence to treatment (Morisky-Green, Haynes-Sackett), and clinical and socio-demographic variables. Statistical analysis: primary outcome is the difference in MAI score between T0 and T1 and corresponding 95% confidence interval. Adjustment for confounding factors will be performed by multilevel analysis. All analyses will be carried out in accordance with the intention-to-treat principle.

Discussion

It is essential to provide evidence concerning interventions on PC patients with polypharmacy and multimorbidity, conducted in the context of routine clinical practice, and involving young-old patients with significant potential for preventing negative health outcomes.

Trial registration

Clinicaltrials.gov, NCT02866799
Appendix
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Literature
1.
go back to reference Valderas JM, Starfield B, Sibbald B, Salisbury C, Roland M. Defining comorbidity: implications for understanding health and health services. Ann Fam Med. 2009;7:357–63.CrossRefPubMedPubMedCentral Valderas JM, Starfield B, Sibbald B, Salisbury C, Roland M. Defining comorbidity: implications for understanding health and health services. Ann Fam Med. 2009;7:357–63.CrossRefPubMedPubMedCentral
2.
go back to reference Prados-Torres A, Poblador-Plou B, Calderon-Larrañaga A, Gimeno-Feliu LA, Gonzalez-Rubio F, Poncel-Falco A, et al. Multimorbidity patterns in primary care: interactions among chronic diseases using factor analysis. PLoS One. 2012;7:e32190. Prados-Torres A, Poblador-Plou B, Calderon-Larrañaga A, Gimeno-Feliu LA, Gonzalez-Rubio F, Poncel-Falco A, et al. Multimorbidity patterns in primary care: interactions among chronic diseases using factor analysis. PLoS One. 2012;7:e32190.
3.
go back to reference Violan C, Foguet-Boreu Q, Flores-Mateo G, Salisbury C, Blom J, Freitag M, et al. Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014;9:e102149.CrossRefPubMedPubMedCentral Violan C, Foguet-Boreu Q, Flores-Mateo G, Salisbury C, Blom J, Freitag M, et al. Prevalence, determinants and patterns of multimorbidity in primary care: a systematic review of observational studies. PLoS One. 2014;9:e102149.CrossRefPubMedPubMedCentral
4.
go back to reference Harrison C, Britt H, Miller G, Henderson J. Examining different measures of multimorbidity, using a large prospective cross-sectional study in Australian general practice. BMJ Open. 2014;4:e004694.CrossRefPubMedPubMedCentral Harrison C, Britt H, Miller G, Henderson J. Examining different measures of multimorbidity, using a large prospective cross-sectional study in Australian general practice. BMJ Open. 2014;4:e004694.CrossRefPubMedPubMedCentral
5.
go back to reference Fortin M, Bravo G, Hudon C, Lapointe L, Almirall J, Dubois M-FF, et al. Relationship between multimorbidity and health-related quality of life of patients in primary care. Qual Life Res. 2006;15:83–91.CrossRefPubMed Fortin M, Bravo G, Hudon C, Lapointe L, Almirall J, Dubois M-FF, et al. Relationship between multimorbidity and health-related quality of life of patients in primary care. Qual Life Res. 2006;15:83–91.CrossRefPubMed
6.
go back to reference Gijsen R, Hoeymans N, Schellevis FG, Ruwaard D, Satariano WA, van den Bos GAMM. Causes and consequences of comorbidity: a review. J Clin Epidemiol. 2001;54:661–74.CrossRefPubMed Gijsen R, Hoeymans N, Schellevis FG, Ruwaard D, Satariano WA, van den Bos GAMM. Causes and consequences of comorbidity: a review. J Clin Epidemiol. 2001;54:661–74.CrossRefPubMed
7.
go back to reference Wolff JL, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002;162:2269–76.CrossRefPubMed Wolff JL, Starfield B, Anderson G. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch Intern Med. 2002;162:2269–76.CrossRefPubMed
9.
go back to reference Starfield B, Lemke KW, Bernhardt T, Foldes SS, Forrest CB, Weiner JP. Comorbidity: implications for the importance of primary care in “case” management. Ann Fam Med. 2003;1:8–14.CrossRefPubMedPubMedCentral Starfield B, Lemke KW, Bernhardt T, Foldes SS, Forrest CB, Weiner JP. Comorbidity: implications for the importance of primary care in “case” management. Ann Fam Med. 2003;1:8–14.CrossRefPubMedPubMedCentral
10.
go back to reference Valderas JM. Multimorbidity, not a health condition or complexity by another name. Eur J Gen Pract. 2015;21:213–4.CrossRefPubMed Valderas JM. Multimorbidity, not a health condition or complexity by another name. Eur J Gen Pract. 2015;21:213–4.CrossRefPubMed
11.
go back to reference Mangin D, Heath I, Jamoulle M. Beyond diagnosis: rising to the multimorbidity challenge. BMJ. 2012;344:e3526.CrossRefPubMed Mangin D, Heath I, Jamoulle M. Beyond diagnosis: rising to the multimorbidity challenge. BMJ. 2012;344:e3526.CrossRefPubMed
12.
go back to reference Tinetti ME, Bogardus STSTJ, Agostini JV. Potential pitfalls of disease-specific guidelines for patients with multiple conditions. N Engl J Med. 2004;351:2870–4.CrossRefPubMed Tinetti ME, Bogardus STSTJ, Agostini JV. Potential pitfalls of disease-specific guidelines for patients with multiple conditions. N Engl J Med. 2004;351:2870–4.CrossRefPubMed
13.
go back to reference Blasco Patiño F, de Letona JML, Villares P, Jiménez A, et al. El paciente anciano polimedicado : efectos sobre su salud y sobre el sistema sanitario. Inf Ter del Sist Nac Salud. 2005;29:152–62. Blasco Patiño F, de Letona JML, Villares P, Jiménez A, et al. El paciente anciano polimedicado : efectos sobre su salud y sobre el sistema sanitario. Inf Ter del Sist Nac Salud. 2005;29:152–62.
14.
go back to reference Luijks HD, Loeffen MJW, Lagro-Janssen AL, van Weel C, Lucassen PL, Schermer TR, et al. GPs’ considerations in multimorbidity management: a qualitative study. Br J Gen Pract. 2012;62:e503–10.CrossRefPubMedPubMedCentral Luijks HD, Loeffen MJW, Lagro-Janssen AL, van Weel C, Lucassen PL, Schermer TR, et al. GPs’ considerations in multimorbidity management: a qualitative study. Br J Gen Pract. 2012;62:e503–10.CrossRefPubMedPubMedCentral
15.
go back to reference Jyrkkä J, Enlund H, Korhonen MJ, Sulkava R, Hartikainen S. Polypharmacy status as an indicator of mortality in an elderly population. Drugs Aging. 2009;26:1039–48.CrossRefPubMed Jyrkkä J, Enlund H, Korhonen MJ, Sulkava R, Hartikainen S. Polypharmacy status as an indicator of mortality in an elderly population. Drugs Aging. 2009;26:1039–48.CrossRefPubMed
16.
go back to reference Galván-Banqueri M, González-Méndez AI, Alfaro-Lara ER, Nieto-Martín MD, Pérez-Guerrero C, Santos-Ramos B. Evaluación de la adecuación del tratamiento farmacológico en pacientes pluripatológicos. Aten Primaria. 2013;45:235–43.CrossRefPubMed Galván-Banqueri M, González-Méndez AI, Alfaro-Lara ER, Nieto-Martín MD, Pérez-Guerrero C, Santos-Ramos B. Evaluación de la adecuación del tratamiento farmacológico en pacientes pluripatológicos. Aten Primaria. 2013;45:235–43.CrossRefPubMed
17.
go back to reference Ramírez FB. Methods for measuring the suitability of pharmacological treatment in the elderly with multiple conditions and on multiple drugs. Aten Primaria. 2013;45:19–20.CrossRef Ramírez FB. Methods for measuring the suitability of pharmacological treatment in the elderly with multiple conditions and on multiple drugs. Aten Primaria. 2013;45:19–20.CrossRef
18.
go back to reference Beers MH. Explicit criteria for determining potentially inappropriate medication use by the elderly. An update Arch Intern Med. 1997;157:1531–6.CrossRefPubMed Beers MH. Explicit criteria for determining potentially inappropriate medication use by the elderly. An update Arch Intern Med. 1997;157:1531–6.CrossRefPubMed
19.
go back to reference Leendertse AJ, Egberts ACG, Stoker LJ, van den Bemt PML. Frequency of and risk factors for preventable medication-related hospital admissions in the Netherlands. Arch Intern Med. 2008;168:1890–6.PubMed Leendertse AJ, Egberts ACG, Stoker LJ, van den Bemt PML. Frequency of and risk factors for preventable medication-related hospital admissions in the Netherlands. Arch Intern Med. 2008;168:1890–6.PubMed
20.
go back to reference Spinewine A, Schmader KE, Barber N, Hughes C, Lapane KL, Swine C, et al. Appropriate prescribing in elderly people: how well can it be measured and optimised? Lancet. 2007;370:173–84.CrossRefPubMed Spinewine A, Schmader KE, Barber N, Hughes C, Lapane KL, Swine C, et al. Appropriate prescribing in elderly people: how well can it be measured and optimised? Lancet. 2007;370:173–84.CrossRefPubMed
21.
go back to reference Hanlon JT, Schmader KE, Samsa GP, Weinberger M, Uttech KM, Lewis IK, et al. A method for assessing drug therapy appropriateness. J Clin Epidemiol. 1992;45:1045–51.CrossRefPubMed Hanlon JT, Schmader KE, Samsa GP, Weinberger M, Uttech KM, Lewis IK, et al. A method for assessing drug therapy appropriateness. J Clin Epidemiol. 1992;45:1045–51.CrossRefPubMed
22.
go back to reference Gavilán Moral E, Villafaina Barroso A, Aranguez Ruiz A, Sánchez Robles GA, Suliman Criado S, Jiménez de Gracia L. Índice de adecuación de los medicamentos - Versión española modificada manual de usuario. Plasencia: Laboratorio de Prácticas Innovadoras en Polimedicación y Salud. 2012. Gavilán Moral E, Villafaina Barroso A, Aranguez Ruiz A, Sánchez Robles GA, Suliman Criado S, Jiménez de Gracia L. Índice de adecuación de los medicamentos - Versión española modificada manual de usuario. Plasencia: Laboratorio de Prácticas Innovadoras en Polimedicación y Salud. 2012.
23.
go back to reference Fortin M, Dionne J, Pinho G, Gignac J, Almirall J, Lapointe L, et al. Randomized controlled trials : do they have external validity for patients with multiple comorbidities ? Ann Fam Med. 2006;4:104–8.CrossRefPubMedPubMedCentral Fortin M, Dionne J, Pinho G, Gignac J, Almirall J, Lapointe L, et al. Randomized controlled trials : do they have external validity for patients with multiple comorbidities ? Ann Fam Med. 2006;4:104–8.CrossRefPubMedPubMedCentral
24.
go back to reference Smith SM, Soubhi H, Fortin M, Hudon C, O’Dowd T. Interventions for improving outcomes in patients with multimorbidity in primary care and community settings. Cochrane Database Syst Rev. 2012;4:CD006560. Smith SM, Soubhi H, Fortin M, Hudon C, O’Dowd T. Interventions for improving outcomes in patients with multimorbidity in primary care and community settings. Cochrane Database Syst Rev. 2012;4:CD006560.
25.
go back to reference Patterson SM, Cadogan CA, Kerse N, Cardwell CR, Bradley MC, Ryan C, et al. Interventions to improve the appropriate use of polypharmacy for older people. Cochrane Database Syst Rev. 2014;10:CD008165. Patterson SM, Cadogan CA, Kerse N, Cardwell CR, Bradley MC, Ryan C, et al. Interventions to improve the appropriate use of polypharmacy for older people. Cochrane Database Syst Rev. 2014;10:CD008165.
26.
go back to reference Pham CB, Dickman RL. Minimizing adverse drug events in older patients. Am Fam Physician. 2007;76:1837–44.PubMed Pham CB, Dickman RL. Minimizing adverse drug events in older patients. Am Fam Physician. 2007;76:1837–44.PubMed
27.
go back to reference Stevenson FA, Cox K, Britten N, Dundar Y. A systematic review of the research on communication between patients and health care professionals about medicines: the consequences for concordance. Heal Expect. 2004;7:235–45.CrossRef Stevenson FA, Cox K, Britten N, Dundar Y. A systematic review of the research on communication between patients and health care professionals about medicines: the consequences for concordance. Heal Expect. 2004;7:235–45.CrossRef
28.
go back to reference Muth C, van den Akker M, Blom JW, Mallen CD, Rochon J, Schellevis FG, et al. The Ariadne principles: how to handle multimorbidity in primary care consultations. BMC Med. 2014;12:223.CrossRefPubMedPubMedCentral Muth C, van den Akker M, Blom JW, Mallen CD, Rochon J, Schellevis FG, et al. The Ariadne principles: how to handle multimorbidity in primary care consultations. BMC Med. 2014;12:223.CrossRefPubMedPubMedCentral
29.
go back to reference England NHS. Tools for shared decision making. 2014. England NHS. Tools for shared decision making. 2014.
30.
go back to reference Elwyn G, Laitner S, Coulter A, Walker E, Watson P, Thomson R. Implementing shared decision making in the NHS. BMJ. 2010;341:c5146.CrossRefPubMed Elwyn G, Laitner S, Coulter A, Walker E, Watson P, Thomson R. Implementing shared decision making in the NHS. BMJ. 2010;341:c5146.CrossRefPubMed
31.
go back to reference Da Silva D. Helping people share decision making. Heal. Found. London: Health Foundation; 2012. Da Silva D. Helping people share decision making. Heal. Found. London: Health Foundation; 2012.
33.
go back to reference National Institute for Health and Care Excellence. Multimorbidity: clinical assessment and management. 2016. National Institute for Health and Care Excellence. Multimorbidity: clinical assessment and management. 2016.
34.
go back to reference O’Halloran J, Miller GC, Britt H. Defining chronic conditions for primary care with ICPC-2. Fam Pract. 2004;21:381–6.CrossRefPubMed O’Halloran J, Miller GC, Britt H. Defining chronic conditions for primary care with ICPC-2. Fam Pract. 2004;21:381–6.CrossRefPubMed
35.
go back to reference Adams G, Gulliford MC, Ukoumunne OC, Eldridge S, Chinn S, Campbell MJ. Patterns of intra-cluster correlation from primary care research to inform study design and analysis. J Clin Epidemiol. 2004;57:785–94.CrossRefPubMed Adams G, Gulliford MC, Ukoumunne OC, Eldridge S, Chinn S, Campbell MJ. Patterns of intra-cluster correlation from primary care research to inform study design and analysis. J Clin Epidemiol. 2004;57:785–94.CrossRefPubMed
37.
go back to reference Samsa GP, Hanlon JT, Schmader KE, Weinberger M, Clipp EC, Uttech KM, et al. A summated score for the medication appropriateness index: development and assessment of clinimetric properties including content validity. J Clin Epidemiol. 1994;47:891–6.CrossRefPubMed Samsa GP, Hanlon JT, Schmader KE, Weinberger M, Clipp EC, Uttech KM, et al. A summated score for the medication appropriateness index: development and assessment of clinimetric properties including content validity. J Clin Epidemiol. 1994;47:891–6.CrossRefPubMed
38.
go back to reference Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, et al. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5 L). Qual Life Res. 2011;20:1727–36.CrossRefPubMedPubMedCentral Herdman M, Gudex C, Lloyd A, Janssen M, Kind P, Parkin D, et al. Development and preliminary testing of the new five-level version of EQ-5D (EQ-5D-5 L). Qual Life Res. 2011;20:1727–36.CrossRefPubMedPubMedCentral
39.
go back to reference van Hout B, Janssen MFF, Feng Y-SS, Kohlmann T, Busschbach J, Golicki D, et al. Interim scoring for the EQ-5D-5L: mapping the EQ-5D-5L to EQ-5D-3L value sets. Value Health. 2012;15:708–15.CrossRefPubMed van Hout B, Janssen MFF, Feng Y-SS, Kohlmann T, Busschbach J, Golicki D, et al. Interim scoring for the EQ-5D-5L: mapping the EQ-5D-5L to EQ-5D-3L value sets. Value Health. 2012;15:708–15.CrossRefPubMed
40.
go back to reference Otero López MJ, Codina Jané C, Tamés Alonso MJ, Pérez EM. Medication errors: standarizing the terminology and taxomany. Ruiz Jarabo 2000 grand results. Farm Hosp. 2003;27:137–49.PubMed Otero López MJ, Codina Jané C, Tamés Alonso MJ, Pérez EM. Medication errors: standarizing the terminology and taxomany. Ruiz Jarabo 2000 grand results. Farm Hosp. 2003;27:137–49.PubMed
41.
go back to reference Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986;24:67–74.CrossRefPubMed Morisky DE, Green LW, Levine DM. Concurrent and predictive validity of a self-reported measure of medication adherence. Med Care. 1986;24:67–74.CrossRefPubMed
42.
go back to reference Haynes RB, Sackett DL, Taylor DW. How to detect and manage low patient compliance in chronic illness. Geriatrics. 1980;35:91–3. 96–7.PubMed Haynes RB, Sackett DL, Taylor DW. How to detect and manage low patient compliance in chronic illness. Geriatrics. 1980;35:91–3. 96–7.PubMed
43.
go back to reference Bellón Saameño JA, Delgado Sánchez A, Luna del Castillo JD, Lardelli Claret P. Validity and reliability of the Duke-UNC-11 questionnaire of functional social support. Aten Primaria. 1996;18:153–6. 158–63.PubMed Bellón Saameño JA, Delgado Sánchez A, Luna del Castillo JD, Lardelli Claret P. Validity and reliability of the Duke-UNC-11 questionnaire of functional social support. Aten Primaria. 1996;18:153–6. 158–63.PubMed
44.
go back to reference Domingo-Salvany A, Bacigalupe A, Carrasco JM, Espelt A, Ferrando J, Borrell C. Propuestas de clase social neoweberiana y neomarxista a partir de la Clasificación Nacional de Ocupaciones 2011. Gac Sanit. 2013;27:263–72.CrossRefPubMed Domingo-Salvany A, Bacigalupe A, Carrasco JM, Espelt A, Ferrando J, Borrell C. Propuestas de clase social neoweberiana y neomarxista a partir de la Clasificación Nacional de Ocupaciones 2011. Gac Sanit. 2013;27:263–72.CrossRefPubMed
45.
go back to reference Muth C, Harder S, Uhlmann L, Rochon J, Fullerton B, Güthlin C, et al. Pilot study to test the feasibility of a trial design and complex intervention on PRI oritising MU ltimedication in M ultimorbidity in general practices (PRIMUM pilot). BMJ Open. 2016;6:e011613.CrossRefPubMedPubMedCentral Muth C, Harder S, Uhlmann L, Rochon J, Fullerton B, Güthlin C, et al. Pilot study to test the feasibility of a trial design and complex intervention on PRI oritising MU ltimedication in M ultimorbidity in general practices (PRIMUM pilot). BMJ Open. 2016;6:e011613.CrossRefPubMedPubMedCentral
46.
go back to reference Volandes AE, Kennedy WJ, Davis AD, Gillick MR, Paasche-Orlow MK. The new tools: what 21st century education can teach us. Healthc. 2013;1:79–81.CrossRef Volandes AE, Kennedy WJ, Davis AD, Gillick MR, Paasche-Orlow MK. The new tools: what 21st century education can teach us. Healthc. 2013;1:79–81.CrossRef
47.
go back to reference World Health Organization. Declaration of Helsinki World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. J Am Med Assoc. 2013;310:2191–4.CrossRef World Health Organization. Declaration of Helsinki World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. J Am Med Assoc. 2013;310:2191–4.CrossRef
Metadata
Title
Effectiveness of an intervention for improving drug prescription in primary care patients with multimorbidity and polypharmacy: study protocol of a cluster randomized clinical trial (Multi-PAP project)
Authors
Alexandra Prados-Torres
Isabel del Cura-González
Daniel Prados-Torres
Juan A. López-Rodríguez
Francisca Leiva-Fernández
Amaia Calderón-Larrañaga
Fernando López-Verde
Luis A. Gimeno-Feliu
Esperanza Escortell-Mayor
Victoria Pico-Soler
Teresa Sanz-Cuesta
Mª Josefa Bujalance-Zafra
Mariel Morey-Montalvo
José Ramón Boxó-Cifuentes
Beatriz Poblador-Plou
José Manuel Fernández-Arquero
Francisca González-Rubio
María D. Ramiro-González
Carlos Coscollar-Santaliestra
Jesús Martín-Fernández
Mª Pilar Barnestein-Fonseca
José María Valderas-Martínez
Alessandra Marengoni
Christiane Muth
Multi-PAP Group
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2017
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/s13012-017-0584-x

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