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1.
Article in German | MEDLINE | ID: mdl-30066132

ABSTRACT

The difficulties of managing a complex medication regimen are often underestimated in outpatient care. A large number of drugs (polypharmacy) and complicated dosage schemes or dosage forms may overstrain patients. Indeed, wrong drug administration can impair treatment success or cause adverse drug events.Patients are often unaware of the medication administration errors. Furthermore they do not voice administration problems, often because they are not aware of the potential to optimize their drug therapy. Medication regimen complexity can often be reduced by simple measures. However, feasible concepts for reducing medication regimen complexity in a structured way have been lacking in routine care so far.Electronic decision support facilitates systematic and efficient identification of factors that increase the complexity of a medication regimen. Furthermore, electronic decision aids may enable physicians and pharmacists to take appropriate measures in order to reduce medication regimen complexity. Personalizing the analysis and resulting measures to reduce medication regimen complexity might increase readiness of patients to implement changes in treatment and, thus, probably increase adherence. The first results of a prospective trial that is supported by the Federal Joint Committee (G-BA) Innovationsfonds (HIOPP-6, Komplexitätsreduktion in der Polypharmazie unter Beachtung von Patientenpräferenzen) will be available in autumn 2018 and answer these questions.


Subject(s)
Drug-Related Side Effects and Adverse Reactions , Pharmaceutical Preparations , Polypharmacy , Germany , Humans , Prospective Studies
2.
Dig Dis Sci ; 62(2): 543-549, 2017 02.
Article in English | MEDLINE | ID: mdl-27933471

ABSTRACT

BACKGROUND: Low medication adherence is known to contribute to worse health outcomes in the general population. AIM: We aimed to evaluate the medication regimen and determine the adherence levels among patients with end-stage liver disease. METHODS: We measured adherence in patients awaiting liver transplantation at a single center using the 8-item Morisky Medication Adherence Scale (MMAS-8), with a score <8 classified as low adherence. Medication regimen complexity was assessed using the Medication Regimen Complexity Index (MRCI) tool. Factors associated with low adherence were identified by logistic regression. RESULTS: Of 181 patients, 33% were female, median age was 62, and model for end-stage liver disease (MELD) score was 13. The median (IQR) number of medications was 10 (7-13), and the MRCI was 19 (13-27). In total, 54 (30%) were high adherers, and 127 (70%) were low adherers. In total, 42% reported sometimes forgetting to take their medication and 22% reported intermittent adherence within the past 2 weeks. The most common reasons for low adherence were: forgetfulness (27%) and side effects (14%). Compared to high adherence, low adherence was associated with higher number of medications, medication complexity, and diabetes, but lower rates of hepatocellular carcinoma and self-perceived health. In univariable logistic regression, total medication number (OR 1.08), MRCI (OR 1.04), diabetes (OR 2.38), HCC (OR 0.38), and lower self-perceived health (OR 1.37), were statistically significant factors associated with non-adherence. In multivariate analysis, only medication number without supplements (OR 1.14) remained significantly associated with medication non-adherence. CONCLUSION: A majority of patients awaiting liver transplantation demonstrated low medication adherence. Total number of medications and regimen complexity were strong correlates of low adherence. Our data underscores the need for chronic liver disease management programs to improve medication adherence in this vulnerable population.


Subject(s)
Carcinoma, Hepatocellular/epidemiology , Diabetes Mellitus/epidemiology , End Stage Liver Disease/drug therapy , Health Status , Liver Neoplasms/epidemiology , Medication Adherence/statistics & numerical data , Aged , End Stage Liver Disease/epidemiology , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Polypharmacy , Risk Factors , Severity of Illness Index , Surveys and Questionnaires
3.
Ann Pharmacother ; 50(7): 534-40, 2016 07.
Article in English | MEDLINE | ID: mdl-27147704

ABSTRACT

BACKGROUND: Medication reconciliation to identify discrepancies is a National Patient Safety Goal. Increasing medication number and complex medication regimens are associated with discrepancies, nonadherence, and adverse events. The Medication Regimen Complexity Index (MRCI) integrates information about dosage form, dosing frequency, and additional directions. OBJECTIVE: This study evaluates the association of MRCI scores and medication number with medication discrepancies and commissions, a discrepancy subtype. METHODS: This was a retrospective cohort study of a convenience sample of 104 ambulatory care patients seen from April 2010 to July 2011 within the Department of Veterans Affairs. Primary outcomes included any medication discrepancy and commissions. Primary exposures included MRCI scores and medication number. Multivariable logistic regression models associated MRCI scores and medication number with discrepancies. Receiver operating characteristic (ROC) curves provided discrepancy thresholds. RESULTS: For the 104 patients analyzed, the median MRCI score was 25 (interquartile range [IQR] = 14-43), and the median medication number was 8 (IQR = 5-13); 60% of patients had any discrepancy, whereas 36% had a commission. In adjusted analyses, patients with MRCI scores ≥25 or medication number ≥8 were more likely to have commissions (odds ratio [OR] = 3.64, 95% CI = 1.41-9.41; OR = 4.51, 95% CI = 1.73-11.73, respectively). The unadjusted ROC threshold for commissions was 36 for MRCI (sensitivity, 59%; specificity, 82%) and 9 for medication number (sensitivity 68%; specificity 67%). CONCLUSION: Patients with either MRCI scores ≥25 or ≥8 medications were more likely to have commissions. Given equal performance in predicting discrepancies, the efficiency and simplicity of medication number supports its use in identifying patients for intensive medication review beyond medication reconciliation.


Subject(s)
Ambulatory Care/statistics & numerical data , Drug Prescriptions/statistics & numerical data , Drug Utilization Review/methods , Medication Reconciliation/statistics & numerical data , Polypharmacy , Aged , Ambulatory Care/methods , Clinical Protocols , Drug Prescriptions/classification , Drug Prescriptions/standards , Drug-Related Side Effects and Adverse Reactions , Female , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Patient Outcome Assessment , Retrospective Studies , United States , United States Department of Veterans Affairs , Veterans
4.
Eur Geriatr Med ; 2024 Aug 20.
Article in English | MEDLINE | ID: mdl-39162972

ABSTRACT

PURPOSE: To explore the association between medication use-related factors and health-related quality of life (HRQoL) in older hospitalised multimorbid patients with polypharmacy. METHODS: This cross-sectional study used the intervention arm data of the OPERAM trial (hospitalised patients ≥ 70 years with polypharmacy). HRQoL was assessed using the visual analogue scale (EQ-VAS) and the EQ-5D index score of the EuroQol questionnaire (EQ-5D-5L). Lower or higher EQ-VAS/EQ-5D was based on the median of the study population. Medication use-related factors included hyperpolypharmacy (≥ 10 medications), anticholinergic and sedative burden, appropriateness of medication (STOPP/START criteria), high-risk medication for hospital (re)admission, medication complexity and adherence. Multivariable logistic regression analysis was used to assess the association between medication use-related factors and HRQoL. RESULTS: A total of 955 patients were included (mean age 79 years, 46% female, median EQ-VAS of 60, median EQ-5D of 0.60). Opioids use was associated with lower EQ-5D and EQ-VAS (aOR EQ-5D: 2.10; 95% CI 1.34-3.32, EQ-VAS: 1.59; 1.11-2.30). Hyperpolypharmacy (aOR 1.37; 1.05-1.80), antibiotics (aOR 1.64; 1.01-2.68) and high medication complexity (aOR 1.53; 1.10-2.15) were associated with lower EQ-VAS. A high anticholinergic and sedative burden (aOR 1.73; 1.11-2.69), presence of multiple prescribing omissions (aOR 1.94; 1.19-3.17) and benzodiazepine use (aOR 2.01; 1.22-3.35) were associated with lower EQ-5D. Especially in hyperpolypharmacy patients, high anticholinergic and sedative burden and medication complexity were associated with a lower HRQoL. CONCLUSION: Several medication use-related factors are significantly associated with a lower HRQoL in hospitalised older patients. Medication complexity is a novel factor, which should be considered when evaluating medication use of older patients with hyperpolypharmacy.

5.
Int J Clin Pharm ; 46(3): 736-744, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38551751

ABSTRACT

BACKGROUND: Medication burden and complexity have been longstanding problems in chronically ill patients. However, more data are needed on the extent and impact of medication burden and complexity in the transfusion-dependent thalassaemia population. AIM: The aim of this study was to determine the characteristics of medication complexity and polypharmacy and determine their relationship with drug-related problems (DRP) and control of iron overload in transfusion-dependent thalassaemia patients. METHOD: Data were derived from a cross-sectional observational study on characteristics of DRPs conducted at a Malaysian tertiary hospital. The medication regimen complexity index (MRCI) was determined using a validated tool, and polypharmacy was defined as the chronic use of five or more medications. The receiver operating characteristic curve analysis was used to determine the optimal cut-off value for MRCI, and logistic regression analysis was conducted. RESULTS: The study enrolled 200 adult patients. The MRCI cut-off point was proposed to be 17.5 (Area Under Curve = 0.722; sensitivity of 73.3% and specificity of 62.0%). Approximately 73% and 64.5% of the patients had polypharmacy and high MRCI, respectively. Findings indicated that DRP was a full mediator in the association between MRCI and iron overload. CONCLUSION: Transfusion-dependent thalassaemia patients have high MRCI and suboptimal control of iron overload conditions in the presence of DRPs. Thus, future interventions should consider MRCI and DRP as factors in serum iron control.


Subject(s)
Blood Transfusion , Iron Overload , Polypharmacy , Thalassemia , Humans , Cross-Sectional Studies , Male , Female , Thalassemia/therapy , Thalassemia/epidemiology , Thalassemia/blood , Thalassemia/drug therapy , Adult , Iron Overload/drug therapy , Iron Overload/epidemiology , Young Adult , Middle Aged , Drug-Related Side Effects and Adverse Reactions/epidemiology , Drug-Related Side Effects and Adverse Reactions/prevention & control , Adolescent
6.
J Pharm Pract ; 35(4): 573-579, 2022 Aug.
Article in English | MEDLINE | ID: mdl-33685269

ABSTRACT

BACKGROUND: Critically ill patients are at increased risk for fluid overload, but objective prediction tools to guide clinical decision-making are lacking. The MRC-ICU scoring tool is an objective tool for measuring medication regimen complexity. OBJECTIVE: To evaluate the relationship between MRC-ICU score and fluid overload in critically ill patients. METHODS: In this multi-center, retrospective, observational study, the relationship between MRC-ICU and the risk of fluid overload was examined. Patient demographics, fluid balance at day 3 of ICU admission, MRC-ICU score at 24 hours, and clinical outcomes were collected from the medical record. The primary outcome was relationship between MRC-ICU and fluid overload. To analyze this, MRC-ICU scores were divided into tertiles (low, moderate, high), and binary logistic regression was performed. Linear regression was performed to determine variables associated with positive fluid balance. RESULTS: A total of 125 patients were included. The median MRC-ICU score at 24 hours of ICU admission for low, moderate, and high tertiles were 9, 15, and 21, respectively. For each point increase in MRC-ICU, a 13% increase in the likelihood of fluid overload was observed (OR 1.128, 95% CI 1.028-1.238, p = 0.011). The MRC-ICU score was positively associated with fluid balance at day 3 (ß-coefficient 218.455, 95% CI 94.693-342.217, p = 0.001) when controlling for age, gender, and SOFA score. CONCLUSIONS: Medication regimen complexity demonstrated a weakly positive correlation with fluid overload in critically ill patients. Future studies are necessary to establish the MRC-ICU as a predictor to identify patients at risk of fluid overload.


Subject(s)
Critical Illness , Intensive Care Units , Critical Illness/therapy , Hospitalization , Humans , Retrospective Studies , Water-Electrolyte Balance
7.
Acta Clin Belg ; 77(2): 273-279, 2022 Apr.
Article in English | MEDLINE | ID: mdl-33031002

ABSTRACT

OBJECTIVE: This study aimed to evaluate polypharmacy, potentially inappropriate prescribing (PIP) and medication complexity in Turkish older patients in the community pharmacy setting and to determine the factors associated with PIP. METHODS: This descriptive cross-sectional study was conducted in the community pharmacy setting in Istanbul. Older patients (≥65 years old) who chronically used at least one medication and visited the community pharmacy for any reason in the past 4 months were invited in this study. PIP was determined by using the Ghent Older People's Prescriptions Community Pharmacy Screening (GheOP3S)-tool. The Turkish version of the Medication Regimen Complexity Index (MRCI) was used to determine medication complexity. RESULTS: Polypharmacy (defined as the concurrent use of five or more medications) was found in 69.0% of 158 patients. A total of 398 PIPs were detected and 83.5% (n = 132) of older patients had at least one PIP. The median (IQR) MRCI score was 12.5 (7.0-19.6). The factors associated with having ≥2 PIP were advanced age (≥75 years old) (OR = 2.87, 95% CI 1.41-5.81; p < 0.05), higher number of chronic diseases (when ≥3, OR = 8.51, 95% CI 3.66-19.76; p < 0.05), receiving polypharmacy (OR = 8.92, 95% CI 4.09-19.46; p < 0.05), and higher MRCI scores (when MRCI ≥12.5, OR = 4.40, 95% CI 2.22-8.71; p < 0.05). CONCLUSION: More than half of the Turkish older patients had polypharmacy and the rate of PIP was high. A higher number of PIP was associated with advanced age, higher number of chronic diseases, polypharmacy, and more complex medication regimens.


Subject(s)
Inappropriate Prescribing , Pharmacies , Aged , Cross-Sectional Studies , Humans , Inappropriate Prescribing/prevention & control , Mass Screening , Polypharmacy
8.
Front Public Health ; 9: 657199, 2021.
Article in English | MEDLINE | ID: mdl-34733812

ABSTRACT

Background: Urinary tract infections (UTIs) are the second most prevalent infection among the elderly population. Hence, the current study aimed to evaluate the prevalence of UTIs among older adults, medication regimen complexity, and the factors associated with the treatment outcomes of elderly patients infected with UTIs. Methods: A retrospective cross-sectional study was conducted at the Department of Urology, Hospital Pulau Pinang, Malaysia. The patients ≥65 years of age were included in the present study with a confirmed diagnosis of UTIs from 2014 to 2018 (5 years). Results: A total of 460 patients met the inclusion criteria and were included in the present study. Cystitis (37.6%) was the most prevalent UTI among the study population followed by asymptomatic bacteriuria (ASB) (31.9%), pyelonephritis (13.9%), urosepsis (10.2%), and prostatitis (6.4%). Unasyn (ampicillin and sulbactam) was used to treat the UTIs followed by Bactrim (trimethoprim/sulfamethoxazole), and ciprofloxacin. The factors associated with the treatment outcomes of UTIs were gender (odd ratio [OR] = 1.628; p = 0.018), polypharmacy (OR = 0.647; p = 0.033), and presence of other comorbidities (OR = 2.004; p = 0.002) among the study population. Conclusion: Cystitis is the most common UTI observed in older adults. Gender, the burden of polypharmacy, and the presence of comorbidities are the factors that directly affect the treatment outcomes of UTIs among the study population.


Subject(s)
Urinary Tract Infections , Aged , Cross-Sectional Studies , Humans , Male , Prevalence , Retrospective Studies , Treatment Outcome , Urinary Tract Infections/diagnosis
9.
Pharmaceuticals (Basel) ; 14(12)2021 Nov 23.
Article in English | MEDLINE | ID: mdl-34959611

ABSTRACT

Discrepancies between the medicines consumed by patients and those documented in the medical record can affect medication safety. We aimed to characterize medication discrepancies and medication regimen complexity over time in a cohort of outpatients with decompensated cirrhosis, and evaluate the impact of pharmacist-led intervention on discrepancies and patient outcomes. In a randomized-controlled trial (n = 57 intervention and n = 57 usual care participants), medication reconciliation and patient-oriented education delivered over a six-month period was associated with a 45% reduction in the incidence rate of 'high' risk discrepancies (IRR = 0.55, 95%CI = 0.31-0.96) compared to usual care. For each additional 'high' risk discrepancy at baseline, the odds of having ≥ 1 unplanned medication-related admission during a 12-month follow-up period increased by 25% (adj-OR = 1.25, 95%CI = 0.97-1.63) independently of the Child-Pugh score and a history of variceal bleeding. Among participants with complete follow-up, intervention patients were 3-fold less likely to have an unplanned medication-related admission (adj-OR = 0.27, 95%CI = 0.07-0.97) compared to usual care. There was no association between medication discrepancies and mortality. Medication regimen complexity, frequent changes to the regimen and hepatic encephalopathy were associated with discrepancies. Medication reconciliation may improve medication safety by facilitating communication between patients and clinicians about 'current' therapies and identifying potentially inappropriate medicines that may lead to harm.

10.
Rev Esp Quimioter ; 34(2): 93-99, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33499583

ABSTRACT

OBJECTIVE: People living with HIV (PLWHIV) have now a near-normal life expectancy and thus, a higher risk of polypharmacy. The main objective was to assess the correlation between medication regimen complexity index (MRCI) and quality of life (EQ-5D) and health utilities among PLWHIV patients on ART. METHODS: Observational prospective single-center study including adult PLWHIV on ART from January to March-2020 attended at hospital pharmacy outpatient service according to a Capacity-Motivation-Opportunity (CMO) pharmaceutical care model. RESULTS: A total of 428 patients were included, mean age of 50 ± 10.9 years, 82.2% males. Negative correlation (r2=-0.147; p= 0.0002) between MRCI and EQ-5D was found. Relationship between the comorbidity pattern and quality of life, was also observed. Regarding MRCI, Anxiety/Depression, Pain/discomfort and Self-Care were the dimensions with the worst assessment. CONCLUSIONS: A new multidimensional revised care plan for PLWHIV focussed on optimising overall patient care, not limited to viral load goal achievement alone but also in their pharmacotherapeutic complexity and quality of life is needed.


Subject(s)
HIV Infections , Quality of Life , Adult , Female , HIV Infections/drug therapy , Humans , Male , Middle Aged , Polypharmacy , Prospective Studies , Viral Load
11.
Pharmacy (Basel) ; 8(2)2020 May 16.
Article in English | MEDLINE | ID: mdl-32429387

ABSTRACT

Background. Several publications highlight data concerning multiple chronic conditions and the medication regimen complexity (MRC) used in managing these conditions as well as MRCs' association with polypharmacy and medication non-adherence. However, there is a paucity of literature that specifically details the correlates of MRC with multimorbidity, socioeconomic, physical and mental health factors in disadvantaged (medically underserved, low income) African American (AA) seniors. Aims. In a local sample in South Los Angeles, we investigated correlates of MRC in African American older adults with chronic disease(s). Methods. This was a community-based survey in South Los Angeles with 709 African American senior participants (55 years and older). Age, gender, continuity of care, educational attainment, multimorbidity, financial constraints, marital status, and MRC (outcome) were measured. Data were analyzed using linear regression. Results. Higher MRC correlated with female gender, a higher number of healthcare providers, hospitalization events and multimorbidity. However, there were no associations between MRC and age, level of education, financial constraint, living arrangements or health maintenance organization (HMO) membership. Conclusions. Disadvantaged African Americans, particularly female older adults with multimorbidity, who also have multiple healthcare providers and medications, use the most complex medication regimens. It is imperative that MRC is reduced particularly in African American older adults with multimorbidity.

12.
Acta Clin Belg ; 74(5): 326-333, 2019 Oct.
Article in English | MEDLINE | ID: mdl-30235081

ABSTRACT

Background and objective: An accurate medication scheme may be a useful tool to improve medication safety in primary care. This study aimed to identify (1) pharmacists' alterations to nurse medication schemes and (2) potential improvements to the contribution of the community pharmacist to a shared medication scheme within a multidisciplinary collaboration. Dosing frequency, potentially incorrect moments of intake, drug-drug interactions and medication complexity (quantified by the Medication Regimen Complexity Index, MRCI) were investigated. Setting and method: Observational study in community dwelling older patients (≥70 years) with polypharmacy receiving home health care (i.e. medications being prepared and/or administered by home care nurses). Home care nurses provided the community pharmacist with the original medication scheme ('nurse medication scheme'), subsequently the community pharmacist generated a standardized 'pharmacist medication scheme' which was uploaded on an electronic health platform (Vitalink). The researcher recorded all pharmacists' alterations and looked for possible additional improvements ('researcher medication scheme'). Results: Pharmacists made 482 alterations to the nurse medication schemes of 31 patients. Most important alterations included adding indication (61%), generic or brand name (18%) and moment of intake (9%). Pharmacists did not reduce dosing frequency. MRCI scores (median [IQR]) significantly differed between pharmacist (38 [15]) and nurse medication schemes (32 [11]) (p < 0.001) and between nurse (32 [11]) and researcher medication schemes (40 [15]) (p < 0.001). Conclusion: Alterations made by the community pharmacists enable more complete and accurate medication schemes; however, there is room for improvement in optimizing the patient's medication scheme in a multidisciplinary collaboration.


Subject(s)
Community Pharmacy Services/organization & administration , Delivery of Health Care/organization & administration , Home Health Nursing/organization & administration , Polypharmacy , Professional Role , Aged , Aged, 80 and over , Clinical Protocols , Cross-Sectional Studies , Delivery of Health Care/methods , Female , Humans , Independent Living , Male , Patient Care Team , Pharmacists
13.
Int J Clin Pharm ; 41(1): 131-140, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30578472

ABSTRACT

Background Medication management is undertaken by caregivers of people who have intellectual or developmental disabilities. Objective The objectives were to measure the medication management hassles reported by caregivers of adults who have intellectual or developmental disabilities and to describe associations between characteristics of caregivers, medication regimens, and the person with intellectual or developmental disability and the scale score. Setting Web-based survey conducted in the United States. Method A newsletter announcement with a link to the survey was sent to members of a disability advocacy organization. Caregivers were age 18 years and older who manage medications for adults with intellectual or developmental disabilities. The survey questions were used to obtain characteristics of the caregiver, the medication regimen they managed, and the care-recipient. The study was approved by the Institutional Review Board of Michigan Medicine (HUM00091002). Main outcome measure The Family Caregiver Medication Administration Hassles Scale (caregiver scale). Results Forty-two caregivers responded, with 41 being female with a mean age of 56.7 years. The mean caregiver scale score was 28.9 (possible range 0-120). Highest scores (greatest hassles) were significantly associated with a greater level of support required by the care-recipient, stronger caregiver beliefs of the necessity of medication and concern about using medications, lack of previous caregiver health-care training, and being an employed caregiver rather than family member. Conclusion Medication management can contribute to caregiver stress. Pharmacists should ensure that caregivers are counseled about medication that they manage, be accessible for questions, and examine medication regimens to reduce polypharmacy and complexity of regimens.


Subject(s)
Caregivers/psychology , Developmental Disabilities/psychology , Intellectual Disability/psychology , Medication Adherence/psychology , Polypharmacy , Stress, Psychological/psychology , Adult , Aged , Caregivers/standards , Cross-Sectional Studies , Developmental Disabilities/drug therapy , Female , Health Literacy/standards , Humans , Intellectual Disability/drug therapy , Male , Middle Aged , Stress, Psychological/diagnosis
14.
Res Social Adm Pharm ; 13(4): 857-863, 2017.
Article in English | MEDLINE | ID: mdl-27771308

ABSTRACT

BACKGROUND: Limited research exists regarding Medication Regimen Complexity Index (MRCI) and its utility in identifying patients at risk for hospital readmission. OBJECTIVE: This study evaluates the association between discharge MRCI and 30-day rehospitalization in patients with heart failure (HF) after discharge. METHODS: The study involved a retrospective, cohort study at a large tertiary teaching facility from the University HealthSystem Consortium. The consortium database was used to identify HF patients hospitalized from January 2011 to December 2013. A 30-day readmission was defined as being readmitted to the same hospital within 30 days of discharge with a principal discharge diagnosis of HF. Index hospitalizations was defined as the first hospitalization, and readmission was the subsequent hospitalization for HF. A pilot analysis was conducted to compare manual MRCI collection tool and a computerized scoring MRCI system. Multivariable logistic regression was used to examine the association of computerized MRCI (≥15) and 30-day rehospitalization after controlling for other variables. RESULTS: A total of 1,452 patients were included in the study with 81 patients (5.9%) readmitted within 30 days of discharge. The manual and computerized MRCIs were correlated with an R of 0.74 and R2 of 0.55. The multivariate logistic regression analysis found computerized MRCI ≥15 (OR: 1.62; 95% CI: 1.01-2.59) was associated with 30-day rehospitalization after controlling for other factors. Patients prescribed angiotensin-converting-enzyme inhibitors or angiotensin receptor blockers, were less likely (OR: 0.54; CI: 0.33-0.89) to be readmitted 30 days after discharge, and patients with coronary artery disease were more likely (OR: 1.76; CI: 1.03-3.00) to be readmitted 30 days after discharge. CONCLUSIONS: The computerized MRCI score was moderately correlated with manual MRCI score. A significant association was found between computerized MRCI and 30-day HF readmission. Such predictive tools may allow pharmacists to prioritize patient care and optimize patient outcomes through medication therapy management.


Subject(s)
Decision Support Techniques , Heart Failure/drug therapy , Medication Therapy Management , Patient Discharge Summaries , Patient Discharge , Patient Readmission , Academic Medical Centers , Aged , Aged, 80 and over , Databases, Factual , Female , Heart Failure/diagnosis , Humans , Linear Models , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Retrospective Studies , Risk Assessment , Risk Factors , Tertiary Care Centers , Time Factors
15.
Clin Interv Aging ; 12: 679-686, 2017.
Article in English | MEDLINE | ID: mdl-28442898

ABSTRACT

PURPOSE: Heart failure prevalence is increasing in older adults, and polypharmacy is a major problem in this population. We compared medication regimen complexity using the validated patient-level Medication Regimen Complexity Index (pMRCI) tool in "young-old" (60-74 years) versus "old-old" (75-89 years) patients with heart failure. We also compared pMRCI between patients with ischemic cardiomyopathy (ISCM) versus nonischemic cardiomyopathy (NISCM). PATIENTS AND METHODS: Medication lists were retrospectively abstracted from the electronic medical records of ambulatory patients aged 60-89 years with heart failure. Medications were categorized into three types - heart failure prescription medications, other prescription medications, and over-the-counter (OTC) medications - and scored using the pMRCI tool. RESULTS: The study evaluated 145 patients (n=80 young-old, n=65 old-old, n=85 ISCM, n=60 NISCM, mean age 73±7 years, 64% men, 81% Caucasian). Mean total pMRCI scores (32.1±14.4, range 3-84) and total medication counts (13.3±4.8, range 2-30) were high for the entire cohort, of which 72% of patients were taking eleven or more total medications. Total and subtype pMRCI scores and medication counts did not differ significantly between the young-old and old-old groups, with the exception of OTC medication pMRCI score (6.2±4 young-old versus 7.8±5.8 old-old, P=0.04). With regard to heart failure etiology, total pMRCI scores and medication counts were significantly higher in patients with ISCM versus NISCM (pMRCI score 34.5±15.2 versus 28.8±12.7, P=0.009; medication count 14.1±4.9 versus 12.2±4.5, P=0.008), which was largely driven by other prescription medications. CONCLUSION: Medication regimen complexity is high in older adults with heart failure, and differs based on heart failure etiology. Additional work is needed to address polypharmacy and to determine if medication regimen complexity influences adherence and clinical outcomes in this population.


Subject(s)
Heart Failure/drug therapy , Polypharmacy , Aged , Aged, 80 and over , Cardiomyopathies/drug therapy , Chronic Disease , Clinical Protocols , Cross-Sectional Studies , Female , Humans , Male , Medication Adherence , Middle Aged , Prevalence , Retrospective Studies
16.
J Eval Clin Pract ; 22(5): 732-6, 2016 Oct.
Article in English | MEDLINE | ID: mdl-26987572

ABSTRACT

OBJECTIVE: The aim of this study was to validate the Turkish version of the 'Medication Regimen Complexity Index' (MRCI). METHODS: This validation study has been conducted in prescriptions of the first 100 elderly patients who had visited the pharmacy for their prescription refill to evaluate convergent and divergent validity of the Turkish version. The reliability of the Turkish version was assessed with inter-rater and test-retest analysis after its translation and cultural adaptation. RESULTS: The mean age of the 100 patients (53 women) was 74.9 years (SD = 7.58, 65-95). The scale showed high inter-rater reliability and test-retest reliability for the total and subscale scores (p < 0.05). A strong and positive correlation between the number of medications in a prescription and the total Medication Regimen Complexity Index scores (r = 0.930, p < 0.001) was determined. There were no statistically significant differences between age, gender and MRCI scores (p > 0.05). CONCLUSION: These results show that the Turkish version of MRCI is a reliable and valid tool in elderly patients.


Subject(s)
Polypharmacy , Surveys and Questionnaires/standards , Aged , Aged, 80 and over , Female , Humans , Male , Pregnancy , Turkey
17.
Clin Transl Sci ; 7(5): 376-83, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24898693

ABSTRACT

While time-release (TR) formulations reduce medication complexity, their increased costs may compromise medication affordability. This study examined how medication complexity and affordability affect the extent of access to TR formulations among adult patients with depression. Study subjects consisted of adults (≥ 24 years old) with reported diagnoses of depression from the 2010 Medical Expenditure Panel Survey (MEPS). Antidepressants that offer choices between TR vs. IR (immediate release) were selected. Factors related to medication complexity and affordability were identifi ed based on the Andersonfs model of health services utilization. A multivariate logistic regression was used to examine the study hypotheses while controlling for complex survey sampling in MEPS. A total of 625 working adults with depression had fi lled prescriptions with TR formulations about 60% of the time. Factors related to medication affordability and complexity were signifi cantly associated with the extent of access to TR antidepressant formulations. Identifi cation of those factors associated with the use of TR formulations would contribute to improving access as well as adherence to antidepressant drug therapy.


Subject(s)
Antidepressive Agents/economics , Antidepressive Agents/pharmacology , Health Care Costs , Adult , Aged , Drug Prescriptions , Female , Humans , Logistic Models , Male , Middle Aged , Time Factors
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