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The effect of hospitalization on potentially inappropriate medication use in older adults with chronic kidney disease

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Objectives: Potentially inappropriate medication (PIM) use is associated with increased morbidity and mortality in chronic kidney disease (CKD). However, there is a paucity of data on how hospitalization affects PIM use in older adults with CKD. Therefore, we aimed to measure the impact of hospitalization on PIM use in older CKD patients, and identify factors predicting PIM use.Methods: A retrospective cohort study was conducted in older adults (≥65 years) with CKD admitted to an Australian tertiary care hospital over a 6 month period. PIM use was measured, upon admission and at discharge, using the Medication Appropriateness Index (MAI) and Beers criteria (2015 version) for medications recommended to be avoided in older adults and under certain conditions.Results: The median age of the 204 patients was 83 years (interquartile range (IQR): 76–87 years) and most were men (61%). Overall, the level of PIM use (MAI) decreased from admission to discharge (median [IQR]: 6 [3–12] to 5 [2–9]; p < .01]). More than half of the participants (55%) had at least one PIM per Beers criterion on admission, which was reduced by discharge (48%; p < .01). People admitted with a higher number of medications (β 0.72, 95% CI 0.56–0.88) and lower eGFR values (β − 0.11, 95% CI −0.18 to −0.04) had higher MAI scores after adjusting for age, sex and Charlson’s comorbidity index.Conclusions: PIMs were commonly used in older CKD patients. Hospitalization was associated with a reduction in PIM use, but there was considerable scope for improvement in these susceptible individuals.

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  • Cite Count Icon 3
  • 10.1186/s12877-021-02324-5
Comparison of adaptive versions of the Hong Kong-specific criteria and 2015 Beers criteria for assessing potentially inappropriate medication use in Hong Kong older patients
  • Jun 21, 2021
  • BMC Geriatrics
  • Huanyu Zhang + 8 more

BackgroundThe Hong Kong-specific criteria have been established in 2019 to assess potentially inappropriate medication (PIM) use in older adults and improve the local prescribing quality. The aim of this study was to compare the adaptive versions of the Hong Kong-specific criteria and 2015 Beers criteria for assessing the prevalence and correlates of PIM use in Hong Kong older patients.MethodsA cross-sectional study was performed from January 1, 2014 to December 31, 2014 using the Hospital Authority (HA) database. A total of 489,301 older patients aged 65 years and older visiting general outpatient clinics (GOPCs) during the study period were included in the study. Two categories of PIM use included in the Hong Kong-specific criteria and 2015 Beers criteria, i.e. PIMs independent of diagnoses and PIMs considering specific medical conditions, were adapted to assess the prevalence of PIM use among the study sample. Characteristics of PIM users and the most frequently prescribed PIMs were investigated for each set of the criteria. Factors associated with PIM use were identified using the stepwise multivariable logistic regression analysis.ResultsThe adaptive Hong Kong-specific criteria could detect a higher prevalence of patients exposed to at least one PIM than that assessed by the adaptive Beers criteria (49.5% vs 47.5%). Meanwhile, the adaptive Hong Kong-specific criteria could identify a higher rate of patients exposed to PIMs independent of diagnoses (48.1% vs 46.8%) and PIMs considering specific medical conditions (7.3% vs 4.9%) compared with that of the adaptive Beers criteria. The most frequently prescribed PIMs detected by the adaptive Beers criteria were all included in the adaptive Hong Kong-specific criteria. The strongest factor associated with PIM use was number of different medications prescribed. Patients with female gender, aged 65 ~ 74 years, a larger number of GOPC visits, and more than six diagnoses were associated with greater risk of PIM use, whereas advancing age was associated with lower risk of PIM use.ConclusionsThe adaptive Hong Kong-specific criteria could detect a higher prevalence of PIM use than the adaptive Beers criteria in older adults visiting GOPCs in Hong Kong. It is necessary to update the prevalence and correlates of PIM use regularly in older adults to monitor the burden of PIM use and identify vulnerable patients who need further interventions.

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  • 10.3390/jcm12134195
Inappropriate Medications Use and Polypharmacy among Older Adults with Anxiety Disorder.
  • Jun 21, 2023
  • Journal of Clinical Medicine
  • Monira Alwhaibi

Elderly with mental health conditions usually use multiple medications, which predisposes them to inappropriate use of medications, which is defined as medications that should be avoided due to their risk; this outweighs their benefit given that safer alternatives are available. This study aimed to examine potentially inappropriate medication use among older patients with anxiety disorder. This study used a cross-sectional retrospective study design using twelve months of data extracted from the Electronic Health Record (EHR) database for older adults diagnosed with anxiety disorder and treated in the ambulatory care setting. Potentially inappropriate medications (PIMs) use was evaluated using the 2019 Beers criteria. Descriptive statistics were used to describe the sample. Pearson's chi-square tests (for categorical variables) and t-tests (for continuous variables) were utilized to measure the differences in independent variables between patients with and without PIMs. Binary logistic regression was used to examine the associations between PIMs use and identify potential factors for PIMs use among older adults with anxiety disorder. Analyses were performed using the Statistical Analysis Software version 9.4 (SAS® 9.4). The study sample includes 371 older adults (age ≥ 65 years) with anxiety disorder; their average age was (72.1 ± 5.8) years. PIMs use was highly prevalent among older adults with anxiety (66.6%). About 35.6% of the study sample used one PIM, 22.6% used two PIMs, and 8.4% used three PIMs. The most frequently prescribed PIMs were NSAIDs and gastrointestinal agents. The adjusted regression analysis found that PIMs use was less likely among men than women. In addition, PIMs use was more likely among women with diabetes, cancer, and polypharmacy. Future studies on strategies and interventions rationing PIMs use in older adults with anxiety disorder are necessary given the high prevalence of PIMs and polypharmacy within this population.

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  • Cite Count Icon 16
  • 10.1093/ageing/afaa067
Potentially inappropriate medication use in older adults with mild-moderate Alzheimer's disease: prevalence and associations with adverse events.
  • May 30, 2020
  • Age and Ageing
  • Claire Murphy + 3 more

Potentially inappropriate medication (PIM) use is prevalent in older adults and is associated with adverse events, hospitalisation and mortality. We assessed the patterns and associations of PIM use in older adults with mild-to-moderate Alzheimer's Disease (AD), who may represent a particularly vulnerable group. Analysis of data from NILVad, an 18-month Randomised Control Trial of Nilvadapine in mild-to-moderate AD. The v2 STOPP criteria were applied in duplicate to identify PIM use. Associations between PIM use and adverse events/unscheduled healthcare visits in addition to the associations between PIM use and AD progression were evaluated. 448 older adults with mild-to-moderate AD from 23 centres in nine European countries. Of 448 participants (mean age: 72.56 ± 8.19years), over half (55.8%) were prescribed a PIM with 30.1% being prescribed 2+ PIMs. The most frequent PIMs were (i) long-term benzodiazepines (11.6% N = 52/448), (ii) selective serotonin reuptake inhibitors without appropriate indication (11.1% N = 50/448), and (iii) Proton-Pump Inhibitors (PPIs) without appropriate indication (10.7% N = 48/448). Increasing number of PIMs was associated with a greater risk of adverse events (IRR 1.17, 1.13-1.19, P < 0.001), serious adverse events (IRR 1.27; 1.17-1.37, P < 0.001), unscheduled hospitalisations (IRR 1.16, 1.03-1.30, P = 0.016) and GP visits (IRR 1.22, 1.15-1.28, P < 0.001). PIM use was not associated with dementia progression. PIM use is highly prevalent in mild-to-moderate AD and is associated with adverse events and unscheduled healthcare utilisation. Further attention to de-prescribing in this vulnerable group is warranted.

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  • Cite Count Icon 117
  • 10.1016/s1543-5946(10)80005-4
Incident use and outcomes associated with potentially inappropriate medication use in older adults
  • Dec 1, 2010
  • The American Journal of Geriatric Pharmacotherapy
  • Seema D Dedhiya + 4 more

Incident use and outcomes associated with potentially inappropriate medication use in older adults

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  • Cite Count Icon 83
  • 10.1007/s40266-018-0563-1
Kidney Function, Polypharmacy, and Potentially Inappropriate Medication Use in a Community-Based Cohort of Older Adults.
  • Jul 24, 2018
  • Drugs & aging
  • Alex Secora + 4 more

Chronic kidney disease (CKD) afflicts many older adults and increases the risk for medication-related adverse events. The aim of this study was to assess the prevalence and associated morbidity and mortality of polypharmacy (use of several medications concurrently), and potentially inappropriate medication (PIM) use in older adults, looking for differences by CKD status. We quantified medication and PIM use (from Beers criteria, the Screening Tool of Older People's Prescriptions, and Micromedex®) by level of estimated glomerular filtration rate (eGFR) for participants aged 65years or older attending a baseline study visit in the Atherosclerosis Risk in Communities study (n =6392). We used zero-inflated negative binomial and Cox proportional hazards regressions to assess the relationship between baseline polypharmacy, PIM use, and subsequent hospitalization and death. Mean age at baseline was 76 (± 5) years, 59% were female, and 29% had CKD (eGFR < 60ml/min/1.73m2). Overall, participants reported 6.1 (± 3.5) medications and 2.3 (± 2.2) vitamins/supplements; 16% reported ≥ 10 medications; 31% reported a PIM based on their age. On average, participants with CKD reported more medications. A PIM based on kidney function was used by 36% of those with eGFR < 30ml/min/1.73m2. Over a median of 2.6years, more concurrent medications were associated with higher risk of hospitalization and death, but PIM use was not. While those with CKD had higher absolute risks, there was no difference in the relative risks associated with greater numbers of medications by CKD status. Polypharmacy and PIM use were common, with greater numbers of medications associated with higher risk of hospitalization and death; relative risks were similar for those with and without CKD.

  • Research Article
  • Cite Count Icon 16
  • 10.1007/s40520-020-01582-4
A multifactorial intervention to lower potentially inappropriate medication use in older adults in Argentina.
  • May 9, 2020
  • Aging Clinical and Experimental Research
  • Marcelo Schapira + 9 more

Adverse drug reactions are a common cause of potentially avoidable harm, particularly in older adults. To evaluate the feasibility and efficacy of a pilot multifactorial intervention to reduce potentially inappropriate medication (PIM) use in older adults. We conducted a phase 2, feasibility, open-label study in the ambulatory setting of an integrated healthcare network in Buenos Aires, Argentina. We recruited primary care physicians (PCPs) and measured PIM use in a sample of their patients (65years or older). Educational workshops for PCPs were organized with the involvement of clinician champions. Practical deprescribing algorithms were designed based on Beers criteria. Automatic email alerts based on specific PIMs recorded in each patient's electronic health record were used as a reminder tool. PCPs were responsible for deprescribing decisions. We randomly sampled 879 patients taking PIMs from eight of the most commonly used drug classes at our institution and compared basal (6months prior to the intervention) and final (12months after) prevalence of PIM use using a test of proportions. There was a significant reduction (p < 0.05) in all drug classes evaluated. Non-Steroidal Anti-Inflammatory Drugs (basal prevalence 5.92%; final 1.59%); benzodiazepines (10.13%; 6.94%); histamine antagonists (7.74%; 3.07%); opioids (2.16%; 1.25%); tricyclic antidepressants (8.08%; 4.10%); muscle relaxants (7.74%; 3.41%), anti-hypertensives (3.53%; 1.82%) and oxybutynin (2.96%; 1.82%). The absolute reduction in the overall prevalence was 8.5 percentage points (relative reduction of 51.4%). This multifactorial intervention is feasible and effective in reducing the use of potentially inappropriate medication in all drug classes evaluated.

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  • Cite Count Icon 81
  • 10.3389/fphar.2021.685518
Prevalence of Polypharmacy, Hyperpolypharmacy and Potentially Inappropriate Medication Use in Older Adults in India: A Systematic Review and Meta-Analysis
  • May 19, 2021
  • Frontiers in Pharmacology
  • Akshaya S Bhagavathula + 6 more

Background: Older people often receive multiple medications for chronic conditions, which often result in polypharmacy (concomitant use of 5‒9 medicines) and hyperpolypharmacy (concomitant use of ≥10 medicines). A limited number of studies have been performed to evaluate the prevalence of polypharmacy, hyperpolypharmacy, and potentially inappropriate medication (PIM) use in older people of developing countries. The present study aimed to investigate regional variations in the prevalence of polypharmacy, hyperpolypharmacy, and PIM use in older people (60 + years) in India.Methods: Studies were identified using Medline/PubMed, Scopus, and Google Scholar databases published from inception (2002) to September 31, 2020. Out of the total 1890 articles, 27 were included in the study.Results: Overall, the pooled prevalence of polypharmacy was 49% (95% confidence interval: 42–56; p < 0.01), hyperpolypharmacy was 31% (21–40; p < 0.01), and PIM use was 28% (24–32; p < 0.01) among older Indian adults. Polypharmacy was more prevalent in North-east India (65%, 50–79), whereas hyperpolypharmacy was prevalent in south India (33%, 17–48). Region-wize estimates for the pooled prevalence of PIM use in India were as follows: 23% (21–25) in East, 33% in West (24–42), 17.8% in North (11–23), and 32% (26–38) in South India. The prevalence of PIM use in adults aged ≥70°years was 35% (28–42), in those taking more medications (≥5.5/day) was 27% (22–31), and in adults using a high number of PIMs (≥3) was 29% (22–36). Subgroup analysis showed that cross-sectional studies had a higher pooled prevalence of polypharmacy 55% (44–65) than cohorts 45% (37–54). Hyperpolypharmacy in inpatient care settings was 37% (26–47), whereas PIM use was higher in private hospitals 31% (24–38) than government hospitals 25% (19–31).Conclusion: Polypharmacy and hyperpolypharmacy are widely prevalent in India. About 28% of older Indian adults are affected by PIM use. Thus, appropriate steps are needed to promote rational geriatric prescribing in India.Systematic Review Registration: https://clinicaltrials.gov, identifier [CRD42019141037].

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  • Cite Count Icon 31
  • 10.1007/s40520-019-01239-x
The relationship between common geriatric syndromes and potentially inappropriate medication use among older adults.
  • Jun 12, 2019
  • Aging Clinical and Experimental Research
  • Pinar Kucukdagli + 6 more

Polypharmacy and inappropriate medication use in older adults is a major public health problem associated with morbidity and mortality. Aging is associated with metabolic changes and decreased drug clearance, increased drug-drug interactions, prescribing cascades, and potentially inappropriate medication (PIM) use. The purpose of this study was to evaluate the association between a common geriatric syndromes and PIM use among older adults. Study participants were recruited among patients admitted to Istanbul Medical School Geriatrics outpatient clinic between June 2000 and June 2014 and were evaluated retrospectively by a geriatrician using the patients' records according to Beers 2012 criteria. Among the 667 enrolled patients, 421 (63.1%) were women and 246 (36.9%) were men. The use of PIM was not associated with age or sex. Polypharmacy (OR 4.86, 95% CI 3.25-7.27, p < 0.001), malnutrition (OR 2.69, 95% CI 1.52-4.76, p = 0.001), depression (OR 2.61, 95% CI 1.7-3.95, p < 0.001), presence of fall in the previous year (OR 2.24, 95% CI 1.51-3.32, p < 0.001), and dementia (OR 1.69, 95% CI 1.08-2.65, p = 0.021) were independently associated with the use of PIM. The results of our study suggest that PIM use is independently associated with presence of polypharmacy, malnutrition, depression, falls and dementia in older outpatients. Identifying the association of inappropriate medication use with common geriatric syndromes in older people can help to prevent, delay, and reduce PIM use and related adverse health outcomes.

  • Research Article
  • Cite Count Icon 19
  • 10.1111/bcp.14214
One-year persistence of potentially inappropriate medication use in older adults: A population-based study.
  • Feb 3, 2020
  • British Journal of Clinical Pharmacology
  • Barbara Roux + 4 more

To assess the 1-year persistence of potentially inappropriate medication (PIM) use and identify associated factors in community-dwelling older adults in Quebec, Canada. A population-based cohort study was conducted using the Quebec Integrated Chronic Disease Surveillance System. Individuals insured by the public drug plan and aged ≥66 years who initiated a PIM between 1 April 2014 and 31 March 2015 were followed-up for 1 year. PIMs were identified using the 2015 Beers criteria. One-year persistence of PIM use was defined as continuous treatment with any PIM, without interruption for more than 60 days between prescriptions refills. Poisson regression models were performed to identify factors associated with 1-year persistence of any PIM. In total, 25.1% of PIM initiators were persistent at 1 year. In non-persistent individuals, the median time to PIM discontinuation was 31 days (interquartile range 21-92). Individuals were more persistent at 1 year with antipsychotics (43.9%), long-duration sulphonylureas (40.2%), antiarrhythmics/immediate-release nifedipine (36.5%) and proton pump inhibitors (36.0%). Factors significantly associated with persistence were an increased age, being a man and having a high number of medications and chronic diseases, especially dementia, diabetes and cardiovascular diseases. One-quarter of community-dwelling older adults are continuously exposed to PIMs. To optimize medication prescribing in the older population, further interventions are needed to limit the use of PIMs most likely to be continued, especially in individuals most at risk of being persistent and also particularly vulnerable to adverse events.

  • Research Article
  • Cite Count Icon 139
  • 10.1111/jgs.12942
Polypharmacy and potentially inappropriate medication use in older adults with cancer undergoing chemotherapy: effect on chemotherapy-related toxicity and hospitalization during treatment.
  • Jul 15, 2014
  • Journal of the American Geriatrics Society
  • Ronald J Maggiore + 13 more

To evaluate the prevalence of polypharmacy and potentially inappropriate medication (PIM) use and the association between these and chemotherapy-related adverse events in older adults with cancer undergoing chemotherapy. Secondary analysis of prospectively collected data. Outpatient oncology clinics in seven academic medical centers. Adults aged 65 and older with cancer undergoing chemotherapy. Measures included number of daily medications (polypharmacy); PIM use based on three indices (Beers, Zhan, and Drugs to Avoid in the Elderly criteria), and use of six "high risk" medication classes for adverse drug events (anticoagulants, antiplatelet agents, opioids, insulin, oral hypoglycemics, antiarrhythmics). Using multivariate logistic regression, the relations were evaluated between these criteria and Grade 3 to 5 chemotherapy-related toxicity and between these criteria and hospitalization during chemotherapy. Participants (N=500; mean age 73, 61% Stage IV disease) took a mean of 5±4 daily medications (range 0-23). PIM use was common (up to 29% according to Beers criteria). No association was found between number of daily medications (reference 0-3 medications) and toxicity (4-9 medications, odds ratio (OR)=1.34, 95% confidence interval (CI)=0.92-1.97; ≥10 medications, OR=0.82, 95% CI=0.45-1.49) or hospitalization (≥4 medications, OR=1.34, 95% CI=0.82-2.18, P=.24). There was also no association between PIM use and toxicity (P=.93) or hospitalization (P=.98). No medication class was associated with either outcome. Polypharmacy and PIM use were common but were not associated with chemotherapy-related toxicity or hospitalization in older adults with cancer.

  • Research Article
  • Cite Count Icon 9
  • 10.1136/bmjopen-2021-051527
Prevalence and determinants of potentially inappropriate medication use in Hong Kong older patients: a cross-sectional study
  • Jul 1, 2021
  • BMJ Open
  • Huanyu Zhang + 8 more

ObjectivesTo assess the prevalence of potentially inappropriate medication (PIM) use in Hong Kong older patients visiting general outpatient clinics (GOPCs) between 2006 and 2014 and to identify factors associated with...

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  • Cite Count Icon 9
  • 10.3389/fphar.2022.935764
Increasing Trends of Polypharmacy and Potentially Inappropriate Medication Use in Older Lung Cancer Patients in China: A Repeated Cross-Sectional Study
  • Jul 18, 2022
  • Frontiers in Pharmacology
  • Fangyuan Tian + 3 more

Objectives: Polypharmacy and potentially inappropriate medication (PIM) use are frequent in older lung cancer patients. This study aimed to examine the trends of polypharmacy and PIM use and explore risk factors for PIM use based on the 2019 Beers criteria in older Chinese lung cancer outpatients with multimorbidity.Methods: A repeated cross-sectional study was conducted using electronic medical data consisting of the prescriptions of older lung cancer outpatients in China from January 2016 to December 2018. Polypharmacy was defined as the use of five or more medications. The 2019 Beers criteria were used to evaluate the PIM use of older cancer outpatients (age ≥65 years), and multivariate logistic regression was used to identify the risk factors for PIM use.Results: A total of 3,286 older lung cancer outpatients and their prescriptions were included in the study. The prevalence of polypharmacy was 14.27% in 2016, 16.55% in 2017, and 18.04% in 2018. The prevalence of PIM use, according to the 2019 Beers criteria, was 31.94% in 2016, 35.78% in 2017, and 42.67% in 2018. The two most frequently used PIMs in older lung cancer outpatients were estazolam and tramadol. The logistic regression demonstrated that age 75 to 79, polypharmacy, irrational use of drugs, and lung cancer accompanied by sleep disorders, anxiety or depression, or pain were positively associated with PIM use in older lung cancer outpatients.Conclusion: The prevalence of polypharmacy and PIM use in older lung cancer outpatients with multimorbidity was high in China, and polypharmacy and PIM use increased over time. Further research on interventions rationing PIM use in the older lung cancer patient population is needed.

  • Research Article
  • Cite Count Icon 53
  • 10.1111/j.1447-0594.2011.00806.x
Potentially inappropriate medication use in Indian elderly: Comparison of Beers' criteria and Screening Tool of Older Persons' potentially inappropriate Prescriptions
  • Jan 12, 2012
  • Geriatrics &amp; Gerontology International
  • Hunsur Nagendra Vishwas + 3 more

To compare Beers' criteria (BC) and Screening Tool of Older Persons' potentially inappropriate Prescriptions (STOPP) for prevalence, specificity, sensitivity and predictors for potentially inappropriate medication (PIM) use. Patients aged ≥ 60 years from medicine wards of a tertiary care hospital were included. Comparisons between BC and STOPP were made using Pearson's χ(2) -test for categorical variables and Mann-Whitney U-test for continuous variables. Specificity and sensitivity were assessed by using 2 × 2 contingency table. Bivariate analysis and subsequent multivariate logistic regression was used to identify the predictors of PIM use. In the 540 patients included, prevalence of PIM use as per BC and STOPP was 24.6% and 13.3%, respectively. Sensitivity and specificity of BC in detecting PIM was 0.65 and 0.53, respectively. Considering the diagnoses/conditions, sensitivity and specificity of BC was 0.12 and 0.48, respectively, whereas independent of diagnoses/conditions, corresponding values were 0.75 and 0.54. PIM as per BC and STOPP accounted for 11 and 6 adverse drug reactions (ADR), respectively. Medications not listed in BC or STOPP were more likely to be associated with ADR. Multiple diseases (≥ 4) and use of more drugs during hospital stay (10-14) predicted PIM use as per BC, whereas age (60-74 years) predicted PIM use as per STOPP. Overall, BC is useful in the detection of PIM use independent of diagnoses/conditions, whereas STOPP is useful in detection of PIM use considering the diagnoses/conditions. There is a need for consensus on using the tool for detection of PIM use in Indian elderly.

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  • Cite Count Icon 19
  • 10.1016/j.archger.2018.10.011
Associations of potentially inappropriate medication use with four year survival of an inception cohort of nursing home residents
  • Oct 26, 2018
  • Archives of Gerontology and Geriatrics
  • Kristel Paque + 6 more

Associations of potentially inappropriate medication use with four year survival of an inception cohort of nursing home residents

  • Research Article
  • Cite Count Icon 63
  • 10.1016/j.sapharm.2018.06.002
Factors associated with the use of potentially inappropriate medications by older adults in primary health care: An analysis comparing AGS Beers, EU(7)-PIM List , and Brazilian Consensus PIM criteria.
  • Jun 15, 2018
  • Research in Social and Administrative Pharmacy
  • Thiago Augusto Almeida + 6 more

Factors associated with the use of potentially inappropriate medications by older adults in primary health care: An analysis comparing AGS Beers, EU(7)-PIM List , and Brazilian Consensus PIM criteria.

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