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Peris-Campillo P, Trillo-Mata JL, Roca-Navarro MP, Usó-Talamantes R, Navarro-Pérez J. Prevalence of inappropriate prescribing in complex chronic patients: Time trends in a health department of Valencia, Spain (2015-2019). Rev Esp Geriatr Gerontol 2022; 57:90-94. [PMID: 35292158 DOI: 10.1016/j.regg.2022.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 12/03/2021] [Accepted: 01/11/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND OBJECTIVE Inappropriate prescribing (IP) is an important cause of health problems among elderly and complex chronic patients (CCPs). OBJECTIVE Surveillance of IP prevalence among elderly and CCPs in a health department. IP time trends across the period 2015-2019. METHOD Descriptive population-based study. SETTING 'València-Clínic-Malvarrosa' Health Department, Valencia, Spain. PERIOD 2015-2019. SUBJECTS Complete set of CCPs in the department, defined by clinical risk groups. Number of CCPs (annual average in the period): 9102 (75% ≥65 years of age). IP was measured using an indicator consisting of 13 specific types of prescriptions defined as inappropriate. ANALYSES frequencies and time trends, both overall and by specific type. RESULTS Overall prevalence of IP ranged from 0.276 (2015) to 0.289 (2018) per patient, without time trend. The most frequent inappropriate prescription was type 1: "≥75 years of age with inappropriate medication", which showed a stable rate across the period. Some types of inappropriate prescriptions displayed favourable decreasing time trends, while others showed no change or an unfavourable trend (i.e., joint prescription of absorbents and urinary antispasmodics). CONCLUSIONS IP prevalence is a serious and persistent problem among the elderly and CCPs, especially in the oldest. It is therefore necessary its continuous surveillance (overall and by specific types of prescription). As well as interventions to optimise prescribing, thus improving the quality and efficiency of care for the elderly and CCPs.
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Affiliation(s)
- Paula Peris-Campillo
- Emergency Department, University Clinical Hospital, Health Department 'València - Clinic-Malvarrosa', Valencia, Av. Blasco Ibáñez n° 17, 46010 Valencia, Spain.
| | - José Luis Trillo-Mata
- Direction of Pharmacy, Health Department 'València-Clinic-Malvarrosa', Valencia, Av. Blasco Ibáñez n° 17, 46010 Valencia, Spain
| | - María Pilar Roca-Navarro
- Primary Care Physician, República Argentina Health Centre, Health Department 'València-Clinic-Malvarrosa', Valencia, C/ República Argentina n° 8, Valencia, Spain
| | - Ruth Usó-Talamantes
- Medical Direction, Valencia Quiron Hospital, Av. Blasco Ibáñez n° 14, 46010 Valencia, Spain
| | - Jorge Navarro-Pérez
- Medical Direction, Health Department 'València-Clinic-Malvarrosa', Valencia, Av. Blasco Ibáñez n° 17, 46010 Valencia, Spain; INCLIVA Health Research Institute, University Clinical Hospital, Health Department 'València - Clinic-Malvarrosa', Valencia, Spain; CIBERESP Consortium for Biomedical Research in Epidemiology & Public Health, Spain
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Usó-Talamantes R, González-de-Julián S, Díaz-Carnicero J, Saurí-Ferrer I, Trillo-Mata JL, Carrasco-Pérez M, Navarro-Pérez J, Górriz JL, Vivas-Consuelo D, Redón J. Cost of Type 2 Diabetes Patients with Chronic Kidney Disease Based on Real-World Data: An Observational Population-Based Study in Spain. Int J Environ Res Public Health 2021; 18:ijerph18189853. [PMID: 34574782 PMCID: PMC8468968 DOI: 10.3390/ijerph18189853] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 09/07/2021] [Accepted: 09/14/2021] [Indexed: 11/16/2022]
Abstract
This study analyzed the prevalence, costs and economic impact of chronic kidney disease CKD in patients with T2D in a Spanish Health District using real-world data. Observational cross-sectional study in adult patients with T2D was through data extracted from the information systems of the Valencia Clínico–La Malvarrosa Health District in the year 2015. Patients were stratified with the KDIGO classification for CKD. Additionally, patients were assigned to Clinical Risk Groups (CRGs) according to multimorbidity. Direct costs of primary and specialized care, and medication were estimated. The prevalence of T2D in the database population (n = 28,345) was 10.8% (mean age (SD) = 67.8 years (13.9); 51.5% male). Up to 14.935 patients (52.6%) had data on kidney function. According to the KDIGO classification, 66.2% of the patients were at low risk of CKD, 20.6% at moderately increased risk, 7.9% at high risk, and 5.2% at very high risk. The average healthcare costs associated with these four risk groups were EUR 3437, EUR 4936, EUR 5899 and EUR 7389, respectively. The large number of T2D patients with CKD in the early stages of the disease generated a significant increase in direct healthcare costs. The economic impact could be mitigated by early and comprehensive therapeutic approaches.
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Affiliation(s)
- Ruth Usó-Talamantes
- Conselleria de Sanitat i Salut Pública, Generalitat Valenciana, 46010 Valencia, Spain
- School of Medicine and Health Sciences, Valencia Catholic University, 46001 Valencia, Spain
- Correspondence:
| | - Silvia González-de-Julián
- Research Unit for Health Economics and Management, Universitat Politècnica de València, 46022 Valencia, Spain; (S.G.-d.-J.); (J.D.-C.); (D.V.-C.)
| | - Javier Díaz-Carnicero
- Research Unit for Health Economics and Management, Universitat Politècnica de València, 46022 Valencia, Spain; (S.G.-d.-J.); (J.D.-C.); (D.V.-C.)
| | | | | | | | - Jorge Navarro-Pérez
- INCLIVA Research Institute, 46010 Valencia, Spain; (I.S.-F.); (J.N.-P.); (J.L.G.); (J.R.)
- Hospital Valencia Clínico–Malvarrosa, 46010 Valencia, Spain;
- School of Medicine, University of Valencia, 46010 Valencia, Spain
| | - José Luis Górriz
- INCLIVA Research Institute, 46010 Valencia, Spain; (I.S.-F.); (J.N.-P.); (J.L.G.); (J.R.)
- Hospital Valencia Clínico–Malvarrosa, 46010 Valencia, Spain;
- School of Medicine, University of Valencia, 46010 Valencia, Spain
| | - David Vivas-Consuelo
- Research Unit for Health Economics and Management, Universitat Politècnica de València, 46022 Valencia, Spain; (S.G.-d.-J.); (J.D.-C.); (D.V.-C.)
| | - Josep Redón
- INCLIVA Research Institute, 46010 Valencia, Spain; (I.S.-F.); (J.N.-P.); (J.L.G.); (J.R.)
- Hospital Valencia Clínico–Malvarrosa, 46010 Valencia, Spain;
- School of Medicine, University of Valencia, 46010 Valencia, Spain
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Millá-Perseguer M, Guadalajara-Olmeda N, Vivas-Consuelo D, Usó-Talamantes R. Measurement of health-related quality by multimorbidity groups in primary health care. Health Qual Life Outcomes 2019; 17:8. [PMID: 30634992 PMCID: PMC6330397 DOI: 10.1186/s12955-018-1063-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Accepted: 12/09/2018] [Indexed: 12/21/2022] Open
Abstract
Background Increased life expectancy in Western societies does not necessarily mean better quality of life. To improve resources management, management systems have been set up in health systems to stratify patients according to morbidity, such as Clinical Risk Groups (CRG). The main objective of this study was to evaluate the effect of multimorbidity on health-related quality of life (HRQL) in primary care. Methods An observational cross-sectional study, based on a representative random sample (n = 306) of adults from a health district (N = 32,667) in east Spain (Valencian Community), was conducted in 2013. Multimorbidity was measured by stratifying the population with the CRG system into nine mean health statuses (MHS). HRQL was assessed by EQ-5D dimensions and the EQ Visual Analogue Scale (EQ VAS). The effect of the CRG system, age and gender on the utility value and VAS was analysed by multiple linear regression. A predictive analysis was run by binary logistic regression with all the sample groups classified according to the CRG system into the five HRQL dimensions by taking the “healthy” group as a reference. Multivariate logistic regression studied the joint influence of the nine CRG system MHS, age and gender on the five EQ-5D dimensions. Results Of the 306 subjects, 165 were female (mean age of 53). The most affected dimension was pain/discomfort (53%), followed by anxiety/depression (42%). The EQ-5D utility value and EQ VAS progressively lowered for the MHS with higher morbidity, except for MHS 6, more affected in the five dimensions, save self-care, which exceeded MHS 7 patients who were older, and MHS 8 and 9 patients, whose condition was more serious. The CRG system alone was the variable that best explained health problems in HRQL with 17%, which rose to 21% when associated with female gender. Age explained only 4%. Conclusions This work demonstrates that the multimorbidity groups obtained by the CRG classification system can be used as an overall indicator of HRQL. These utility values can be employed for health policy decisions based on cost-effectiveness to estimate incremental quality-adjusted life years (QALY) with routinely e-health data. Patients under 65 years with multimorbidity perceived worse HRQL than older patients or disease severity. Knowledge of multimorbidity with a stronger impact can help primary healthcare doctors to pay attention to these population groups.
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Affiliation(s)
- Magdalena Millá-Perseguer
- Health district Valencia-Hospital General, Conselleria de Sanitat Universal i Salut Pública. Generalitat Valenciana, Valencia, Spain
| | | | - David Vivas-Consuelo
- Centre of Economic Engineering, Universitat Politècnica de València, Valencia, Spain.
| | - Ruth Usó-Talamantes
- Health district Valencia Clínico-Malvarrosa, Conselleria de Sanitat Universal i Salut Pública. Generalitat Valenciana, Valencia, Spain
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Vivas-Consuelo D, Usó-Talamantes R, Guadalajara-Olmeda N, Trillo-Mata JL, Sancho-Mestre C, Buigues-Pastor L. Erratum to: Pharmaceutical cost management in an ambulatory setting using a risk adjustment tool. BMC Health Serv Res 2017; 17:244. [PMID: 28363277 PMCID: PMC5376276 DOI: 10.1186/s12913-017-2186-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 03/22/2017] [Indexed: 11/10/2022] Open
Affiliation(s)
- David Vivas-Consuelo
- Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio 7J, Campus de Vera s/n, 46022, Valencia, Spain.
| | - Ruth Usó-Talamantes
- Valencian Health Department (Conselleria de Sanitat), General Directorate of Pharmacy and Pharmaceutical Products, Valencia, Spain
| | - Natividad Guadalajara-Olmeda
- Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio 7J, Campus de Vera s/n, 46022, Valencia, Spain
| | - José-Luis Trillo-Mata
- Valencian Health Department (Conselleria de Sanitat), General Directorate of Pharmacy and Pharmaceutical Products, Valencia, Spain
| | - Carla Sancho-Mestre
- Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio 7J, Campus de Vera s/n, 46022, Valencia, Spain
| | - Laia Buigues-Pastor
- Valencian Health Department (Conselleria de Sanitat), General Directorate of Pharmacy and Pharmaceutical Products, Valencia, Spain
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Sancho-Mestre C, Vivas-Consuelo D, Alvis-Estrada L, Romero M, Usó-Talamantes R, Caballer-Tarazona V. Pharmaceutical cost and multimorbidity with type 2 diabetes mellitus using electronic health record data. BMC Health Serv Res 2016; 16:394. [PMID: 27534391 PMCID: PMC4989292 DOI: 10.1186/s12913-016-1649-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Accepted: 08/10/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The objective of the study is to estimate the frequency of multimorbidity in type 2 diabetes patients classified by health statuses in a European region and to determine the impact on pharmaceutical expenditure. METHODS Cross-sectional study of the inhabitants of a southeastern European region with a population of 5,150,054, using data extracted from Electronic Health Records for 2012. 491,854 diabetic individuals were identified and selected through clinical codes, Clinical Risk Groups and diabetes treatment and/or blood glucose reagent strips. Patients with type 1 diabetes and gestational diabetes were excluded. All measurements were obtained at individual level. The prevalence of common chronic diseases and co-occurrence of diseases was established using factorial analysis. RESULTS The estimated prevalence of diabetes was 9.6 %, with nearly 70 % of diabetic patients suffering from more than two comorbidities. The most frequent of these was hypertension, which for the groups of patients in Clinical Risk Groups (CRG) 6 and 7 was 84.3 % and 97.1 % respectively. Regarding age, elderly patients have more probability of suffering complications than younger people. Moreover, women suffer complications more frequently than men, except for retinopathy, which is more common in males. The highest use of insulins, oral antidiabetics (OAD) and combinations was found in diabetic patients who also suffered cardiovascular disease and neoplasms. The average cost for insulin was 153€ and that of OADs 306€. Regarding total pharmaceutical cost, the greatest consumers were patients with comorbidities of respiratory illness and neoplasms, with respective average costs of 2,034.2€ and 1,886.9€. CONCLUSIONS Diabetes is characterized by the co-occurrence of other diseases, which has implications for disease management and leads to a considerable increase in consumption of medicines for this pathology and, as such, pharmaceutical expenditure.
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Affiliation(s)
- Carla Sancho-Mestre
- Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio 7J, Cno de Vera s/n., 46022 Valencia, Spain
| | - David Vivas-Consuelo
- Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio 7J, Cno de Vera s/n., 46022 Valencia, Spain
| | - Luis Alvis-Estrada
- Universidad de Cartagena, Av. del Consulado # Calle 30 No. 48 – 152, Cartagena, Bolívar Colombia
| | - Martin Romero
- Fundación Salutia, Carrera 71B # 116A-12, PBX: [571] Bogotá D.C, Colombia
| | - Ruth Usó-Talamantes
- Valencian Health Department (Conselleria de Sanitat), General Directorate of Pharmacy and Pharmaceutical Products, Valencia, Spain
| | - Vicent Caballer-Tarazona
- Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio 7J, Cno de Vera s/n., 46022 Valencia, Spain
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Vivas-Consuelo D, Usó-Talamantes R, Trillo-Mata JL, Mendez-Valera P. Methods to control the pharmaceutical cost impact of chronic conditions in the elderly. Expert Rev Pharmacoecon Outcomes Res 2015; 15:425-37. [DOI: 10.1586/14737167.2015.1017564] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- David Vivas-Consuelo
- 1Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio7J, Campus de Vera s/n 46022-Valencia, Spain
| | - Ruth Usó-Talamantes
- 2Valencian Health Department (Conselleria de Sanitat), General Directorate of Pharmacy and Pharmaceutical Products, Valencia, Spain
| | - José Luis Trillo-Mata
- 2Valencian Health Department (Conselleria de Sanitat), General Directorate of Pharmacy and Pharmaceutical Products, Valencia, Spain
| | - Pablo Mendez-Valera
- 2Valencian Health Department (Conselleria de Sanitat), General Directorate of Pharmacy and Pharmaceutical Products, Valencia, Spain
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Vivas-Consuelo D, Usó-Talamantes R, Guadalajara-Olmeda N, Trillo-Mata JL, Sancho-Mestre C, Buigues-Pastor L. Pharmaceutical cost management in an ambulatory setting using a risk adjustment tool. BMC Health Serv Res 2014; 14:462. [PMID: 25331531 PMCID: PMC4283085 DOI: 10.1186/1472-6963-14-462] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2013] [Accepted: 09/16/2014] [Indexed: 11/10/2022] Open
Abstract
Background Pharmaceutical expenditure is undergoing very high growth, and accounts for 30% of overall healthcare expenditure in Spain. In this paper we present a prediction model for primary health care pharmaceutical expenditure based on Clinical Risk Groups (CRG), a system that classifies individuals into mutually exclusive categories and assigns each person to a severity level if s/he has a chronic health condition. This model may be used to draw up budgets and control health spending. Methods Descriptive study, cross-sectional. The study used a database of 4,700,000 population, with the following information: age, gender, assigned CRG group, chronic conditions and pharmaceutical expenditure. The predictive model for pharmaceutical expenditure was developed using CRG with 9 core groups and estimated by means of ordinary least squares (OLS). The weights obtained in the regression model were used to establish a case mix system to assign a prospective budget to health districts. Results The risk adjustment tool proved to have an acceptable level of prediction (R2 ≥ 0.55) to explain pharmaceutical expenditure. Significant differences were observed between the predictive budget using the model developed and real spending in some health districts. For evaluation of pharmaceutical spending of pediatricians, other models have to be established. Conclusion The model is a valid tool to implement rational measures of cost containment in pharmaceutical expenditure, though it requires specific weights to adjust and forecast budgets.
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Affiliation(s)
- David Vivas-Consuelo
- Research Centre for Health Economics and Management, Universitat Politècnica de València, Edificio 7 J, Campus de Vera s/n, 46022 Valencia, Spain.
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Vivas-Consuelo D, Usó-Talamantes R, Trillo-Mata JL, Caballer-Tarazona M, Barrachina-Martínez I, Buigues-Pastor L. Predictability of pharmaceutical spending in primary health services using Clinical Risk Groups. Health Policy 2014; 116:188-95. [DOI: 10.1016/j.healthpol.2014.01.012] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Revised: 12/18/2013] [Accepted: 01/14/2014] [Indexed: 11/30/2022]
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Téllez-Plaza M, Bautista-Rentero D, Usó-Talamantes R, Buch-García MJ, Zanón-Viguer V. [Utilization of patient isolation in non critical units from a university hospital]. Med Clin (Barc) 2006; 126:125-8. [PMID: 16472495 DOI: 10.1157/13084020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
BACKGROUND AND OBJECTIVE Correct utilization of source isolation (SI) in hospitals is important to take advantage of hospital resources. The objective of this work was to evaluate the utilization of SI considering the appropriateness of isolation length-stay. PATIENTS AND METHOD During a period of 19 months a prospective observational study was carried out among non-critical inpatients who underwent SI in a university hospital. The information was obtained from Admission Unit data, daily ward rounds and review of case history records. RESULTS A total of 239 SIs were identified, summarizing 2,589 days in isolation (median: 8 days, range: 1-56 days). These data supposed a cumulative incidence of 6.74 isolations by 1,000 admissions, and an incidence density of 1.08 isolations by 1,000 inpatient-day. 36.8% of SIs were considered incorrectly used, meaning a total of 703 inappropriate stays in isolation (27.1% of all stays carried out in SI). Surgical wound infections prompted inappropriate isolations with a greater frequency (45.2%), mainly after hip and knee prosthesis implantation interventions (42.9% and 17.9%, respectively). CONCLUSIONS It is necessary to develop quality criteria and indicators in order to implement quality improvement actions to optimize SI length-stay management.
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Affiliation(s)
- María Téllez-Plaza
- Servicio de Medicina Preventiva y Salud Pública, Hospital Universitario Dr. Peset, Valencia, Spain.
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