Costs associated with adverse events during treatment episodes for adult attention-deficit/hyperactivity disorder

OBJECTIVE

Attention-deficit/hyperactivity disorder (ADHD) medication is frequently associated with adverse events (AEs), but limited real-world data exist regarding their costs from a payer's perspective. Therefore, this study evaluated the healthcare costs associated with common AEs among adult patients treated for ADHD in the US.

METHODS

Eligible adults treated for ADHD were identified from a large US claims database (1 October 2015-30 September 2021). A retrospective cohort study design was used to assess excess healthcare costs and costs directly related to AE-specific claims per-patient-per-month (PPPM) associated with 10 selected AEs during ADHD treatment. To account for all costs associated with the AE, treatment episodes with a given AE were compared to similar treatment episodes without this AE. Entropy balancing was used to create cohorts with similar characteristics. Studied AEs were selected based on their prevalence in clinical trials for common ADHD medications and were identified from ICD-10-CM diagnosis codes recorded in claims.

RESULTS

Among the 461,464 patients included (mean age: 34.2 years; 45.5% males), 49.4% had ≥1 AE during their treatment episode. Treatment episodes with AEs were associated with statistically significant AE-specific medical costs (erectile dysfunction: $57; fatigue: $82; dry mouth: $90; diarrhea: $162; insomnia: $147; anxiety: $281; nausea: $299; constipation: $356; urinary hesitation: $491; feeling jittery: $723) and excess healthcare costs PPPM (erectile dysfunction: $120, fatigue: $248, insomnia: $265, anxiety: $380, diarrhea: $441, dry mouth: $485, nausea: $709, constipation: $802, urinary hesitation: $1,105, feeling jittery: $1,160; p < .05).

LIMITATIONS

AEs were identified based on recorded diagnosis on medical claims and likely represent more severe AEs. Therefore, costs may not be representative of milder AEs.

CONCLUSIONS

This study found that AEs occurring during ADHD treatment episodes are associated with significant healthcare costs. This highlights the potential of treatments with favorable safety profiles to alleviate the burden experienced by patients and the healthcare system.

Healthcare costs and mortality associated with serious fluoroquinolone-related adverse reactions

The aim of this study was to estimate healthcare costs and mortality associated with serious fluoroquinolone-related adverse reactions in Finland from 2008 to 2019. Serious adverse reaction types were identified from the Finnish Pharmaceutical Insurance Pool's pharmaceutical injury claims and the Finnish Medicines Agency's Adverse Reaction Register. A decision tree model was built to predict costs and mortality associated with serious adverse drug reactions (ADR). Severe clostridioides difficile infections, severe cutaneous adverse reactions, tendon ruptures, aortic ruptures, and liver injuries were included as serious adverse drug reactions in the model. Direct healthcare costs of a serious ADR were based on the number of reimbursed fluoroquinolone prescriptions from the Social Insurance Institution of Finland's database. Sensitivity analyses were conducted to address parameter uncertainty. A total of 1 831 537 fluoroquinolone prescriptions were filled between 2008 and 2019 in Finland, with prescription numbers declining 40% in recent years. Serious ADRs associated with fluoroquinolones lead to estimated direct healthcare costs of 501 938 402 €, including 11 405 ADRs and 3,884 deaths between 2008 and 2019. The average mortality risk associated with the use of fluoroquinolones was 0.21%. Severe clostridioides difficile infections were the most frequent, fatal, and costly serious ADRs associated with the use of fluoroquinolones. Although fluoroquinolones continue to be generally well-tolerated antimicrobials, serious adverse reactions cause long-term impairment to patients and high healthcare costs. Therefore, the risks and benefits should be weighed carefully in antibiotic prescription policies, as well as with individual patients.

Estimated Costs of Severe Adverse Drug Reactions Resulting in Hospitalization in the Veterans Health Administration

This quality improvement study uses Veterans Health Administration (VHA) data to estimate the costs of severe adverse drug reactions resulting in or contributing to hospitalizations.

A framework for economic evaluation of therapeutic drug monitoring-guided dosing in oncology

The standard approach for dose individualization of chemotherapy in the oncology setting has long been based on body surface area (BSA) as a measure of body size. However, for many anticancer drugs, administration of dosages based on BSA may result in some patients receiving supratherapeutic or subtherapeutic concentrations due to substantial interindividual pharmacokinetic variability. Therapeutic drug monitoring (TDM)-guided dosing aims to ensure that the patient's serum drug concentration is in a target range which has been shown to produce optimal clinical outcomes. The management of several malignancies is now moving away from using traditional intravenous chemotherapy to longer-term treatment with targeted molecular therapies. These targeted anticancer drugs are currently dosed based on a fixed dose for all patients. The pharmacokinetic characteristics of most of these drugs (e.g., tyrosine-kinase inhibitors) support implementation of individualized dosing via TDM. However, prior to adopting TDM-guided dosing in oncology settings, the economic efficiency and value for money of introducing TDM interventions should be critically and systematically examined along with the impacts on patient care and outcomes. Yet, current evidence in this area is limited, and more generally, there is lack of methodological guidance on how to identify, estimate and value clinical and cost information necessary to conduct economic evaluations of TDM interventions. In this paper, we propose a coherent framework for conducting economic evaluation of TDM interventions in oncology settings and discuss some practical challenges of conducting economic evaluations of TDM.

Factors associated with adverse drug reaction occurrence and prognosis, and their economic impacts in older inpatients in Taiwan: a nested case-control study

OBJECTIVE

Older patients are likely to have higher disease complexity and more drug prescriptions of which are associated with a higher incidence of adverse drug reactions (ADR). This study aimed to investigate factors associated with ADR occurrence, prognosis and medical expenses in older inpatients.

DESIGN

A nested case-control study.

SETTING

A medical centre located in north Taiwan.

PARTICIPANTS

539 reported ADR cases from a patient cohort containing 108 548 older inpatients were collected from 2006 to 2012. There were 1854 non-ADR matched controls; a maximum of 1:5 matched by age, sex and principal diagnosis were collected.

EXPOSURE

Polypharmacy, the number of drugs prescribed, comorbidities and the admission department were factors associated with ADRs, as well as subsequent poor prognosis, length of stay and medical expenses.

PRIMARY AND SECONDARY OUTCOME MEASURES

ADR occurrence and poor prognosis (mortality, discharge against medical advice in critical conditions, or admitted to intensive care unit) were the primary outcomes. Additional medical expenses and the length of hospital stay were the secondary outcomes.

RESULTS

The admission department, number of comorbidities and number of drug prescriptions before ADRs were associated with ADR occurrence among older inpatients. ADR severity was a significant prognostic factor among ADR cases. The multivariate-adjusted OR of 1.63 (95% CI 1.36 to 1.95) for poor prognosis was found as the number of comorbidities increased. Patients prescribed ≥11 drugs including psychoactive drugs showed 2.45-fold (95% CI 1.40 to 4.28) poorer prognosis than other patients. ADRs caused the addition of US$1803.8, US$360.8 and 5.6 days in total medical expenses, drug expenses and length of stay among affected older inpatients, respectively.

CONCLUSIONS

The number of comorbidities and polypharmacy including the use of psychoactive drugs has significant impacts on ADR occurrence and prognosis among older inpatients. The findings provide clues for future prescription modification and patient's safety improvement in geriatric care.

Associations Between Chronic Disease, Polypharmacy, and Medication-Related Problems Among Medicare Beneficiaries

BACKGROUND

Mismanaged polypharmacy among older adults costs the health care system approximately $2 billion each year. Medication therapy management (MTM), a service designed to optimize medication use, improve health outcomes, and reduce associated costs, is available to eligible Medicare beneficiaries. Yet, it remains unclear which beneficiaries benefit most from this service.

OBJECTIVE

To assess associations between patient characteristics, chronic disease, polypharmacy, and medication-related problems (MRPs) in a sample population of Medicare beneficiaries.

METHODS

This study was a retrospective cross-sectional analysis of 1 Medicare Part D plan provider for the year 2015. Medicare beneficiaries were included if they were eligible to receive MTM services and excluded if they were aged under 65 years or the dataset had no count of MRPs for the beneficiary. A negative binomial regression assessed the relationship between age, sex, and chronic health conditions with MRPs. Second and third negative binomial regressions assessed the relationship between age, sex, and polypharmacy with MRPs.

RESULTS

A sample of 27,765 Medicare beneficiaries had a mean (SD) age of 76 (±7) years, were predominantly female (59%), and used a mean (SD) of 11 (±4) chronic medications. Beneficiaries with certain conditions were more likely to incur an MRP than those without, including depression (OR = 1.58; 95% CI = 1.51-1.64), congestive heart failure (OR = 1.26; 95% CI = 1.20-1.31), diabetes (OR = 1.24; 95% CI = 1.18-1.29), end-stage renal disease (OR = 1.38; 95% CI = 1.25-1.52), respiratory conditions (OR = 1.25; 95% CI = 1.19-1.31), and hypertension (OR = 1.09; 95% CI = 1.01-1.18). Medicare beneficiaries with polypharmacy (11 or more medications) were 1.86 (95% CI = 1.80-1.93) times more likely to experience an MRP than those taking fewer medications. For every additional medication, the odds of incurring an MRP increased by 10% (OR = 1.11; 95% CI = 1.10-1.1.11).

CONCLUSIONS

The diagnosis of depression presented with the strongest association with MRPs. Diabetes, congestive heart failure, end-stage renal disease, respiratory conditions, and hypertension also presented with significant associations with MRPs. Beneficiaries with polypharmacy (11 or more medications) were almost 2 times more likely to experience an MRP than those taking fewer medications. Addition of a chronic medication resulted in a 10% increase in the odds of incurring an MRP. MTM programs may find a greater number of MRPs among those diagnosed with depression in their MTM-eligible patient populations.

DISCLOSURES

No outside funding supported this research. Silva Almodóvar reports fees from SinfoniaRx, outside the submitted work. Nahata has nothing to disclose.

Calculating the Expected Value of Sample Information Using Efficient Nested Monte Carlo: A Tutorial

OBJECTIVE

The expected value of sample information (EVSI) quantifies the economic benefit of reducing uncertainty in a health economic model by collecting additional information. This has the potential to improve the allocation of research budgets. Despite this, practical EVSI evaluations are limited partly due to the computational cost of estimating this value using the gold-standard nested simulation methods. Recently, however, Heath et al. developed an estimation procedure that reduces the number of simulations required for this gold-standard calculation. Up to this point, this new method has been presented in purely technical terms.

STUDY DESIGN

This study presents the practical application of this new method to aid its implementation. We use a worked example to illustrate the key steps of the EVSI estimation procedure before discussing its optimal implementation using a practical health economic model.

METHODS

The worked example is based on a three-parameter linear health economic model. The more realistic model evaluates the cost-effectiveness of a new chemotherapy treatment, which aims to reduce the number of side effects experienced by patients. We use a Markov model structure to evaluate the health economic profile of experiencing side effects.

RESULTS

This EVSI estimation method offers accurate estimation within a feasible computation time, seconds compared to days, even for more complex model structures. The EVSI estimation is more accurate if a greater number of nested samples are used, even for a fixed computational cost.

CONCLUSIONS

This new method reduces the computational cost of estimating the EVSI by nested simulation.

Evaluation of Amphetamine-Related Hospitalizations and Associated Clinical Outcomes and Costs in the United States

IMPORTANCE

Despite indications of increasing amphetamine availability and psychostimulant deaths in the United States, evidence across data sources is mixed, and data on amphetamine-related hospitalizations are lacking.

OBJECTIVE

To clarify trends in amphetamine-related hospitalizations and their clinical outcomes and costs in the United States.

DESIGN, SETTING, AND PARTICIPANTS

This repeated, cross-sectional study used hospital discharge data from the Healthcare Cost and Utilization Project National Inpatient Sample. The nationally representative sample included US adults (n = 1 292 300) who had amphetamine-related hospitalizations between January 1, 2003, and December 31, 2015. Multivariable logistic and Poisson regression models were used to examine in-hospital mortality and length of stay. Analysis of these data was conducted from November 2017 to August 2018.

EXPOSURE

Amphetamine dependence or abuse or amphetamine poisoning.

MAIN OUTCOMES AND MEASURES

Annual hospitalizations, in-hospital mortality, length of stay, transfer to another facility, and costs.

RESULTS

Over the 2003 to 2015 study period, there were 1 292 300 weighted amphetamine-related hospitalizations. Of this population, 541 199 (41.9%) were female and 749 392 (58.1%) were male, with a mean age of 37.5 years (95% CI, 37.4-37.7 years). Amphetamine-related hospitalizations, compared with other hospitalizations, were associated with age younger than 65 years (98.0% vs 58.0%; P < .001), male sex (60.3% [95% CI, 59.7%-60.8%] vs 41.1% [95% CI, 40.9%-41.3%]), Medicaid coverage (51.2% [95% CI, 49.8%-52.7%] vs 17.8% [95% CI, 17.5%-18.1%]), and residence in the western United States (58.5% [95% CI, 55.9%-61.0%] vs 18.9% [95% CI, 18.0%-19.8%]). Amphetamine-related hospitalizations declined between 2005 and 2008, and then increased from 55 447 hospitalizations (95% CI, 44 936-65 959) in 2008 to 206 180 hospitalizations (95% CI, 95% CI, 189 188-223 172) in 2015. Amphetamine-related hospitalizations increased to a greater degree than hospitalizations associated with other substances. Adjusted mean length of stay (5.9 [95% CI, 5.8-6.0] vs 4.7 [95% CI, 4.7-4.8] days; P < .001), transfer to another facility (26.0% [95% CI, 25.3%-26.8%] vs 18.5% [95% CI, 18.3%-18.6%]; P < .001), and mean in-hospital mortality (28.3 [95% CI, 26.2-30.4] vs 21.9 [95% CI, 21.6-22.1] deaths per 1000 hospitalizations; P < .001) were higher for amphetamine-related than other hospitalizations. Annual hospital costs related to amphetamines increased from $436 million (95% CI, $312 million-$559 million) in 2003 to $2.17 billion (95% CI, $1.95 billion-$2.39 billion) by 2015.

CONCLUSIONS AND RELEVANCE

Given that amphetamine-related hospitalizations and costs substantially increased between 2003 and 2015, pharmacologic and nonpharmacologic therapies for amphetamine use disorders and a coordinated public health response are needed to curb these rising rates.

The Pharmacoeconomic Aspects of Antibiotic Stewardship Programs

Optimal antimicrobial therapy must take into account the key factors in antibiotic selection, that is, spectrum, tissue penetration, resistance potential, safety profile, and relative cost-effectiveness. The least expensive drug is usually accompanied by other concerns, such as high resistance potential, poor side effect profile, pharmacokinetic properties that limit penetration into target tissue (site of infection), and/or suboptimal activity against the presumed/known pathogen. It is false economy to preferentially select the least expensive antibiotics solely because of its acquisition cost. Therapeutic failure and hidden costs may make an apparently less expensive antibiotic most costly in the end.

Cost-effectiveness modeling for neuropathic pain treatments: investigating the relative importance of parameters using an open-source model

AIMS

The study objective was to develop an open-source replicate of a cost-effectiveness model developed by National Institute for Health and Care (NICE), in order to explore uncertainties in health economic modeling of novel pharmacological neuropathic pain treatments.

MATERIALS AND METHODS

The NICE model, consisting of a decision tree with branches for discrete levels of pain relief and adverse event (AE) severities, was replicated using R, and used to compare a hypothetical neuropathic pain drug to pregabalin. Model parameters were sourced from NICE's clinical guidelines and associated with probability distributions to account for underlying uncertainty. A simulation-based scenario analysis was conducted to assess how uncertainty in efficacy and AEs affected the net monetary benefit (NMB) for the hypothetical treatment at a cost-effectiveness threshold of £20,000 per QALY.

RESULTS

Relative to pregabalin, an increase in efficacy was associated with greater NMB than an improvement in tolerability. A greater NMB was observed when efficacy was marginally higher than that of pregabalin, while maintaining the same level of AEs than when efficacy was equivalent to pregabalin, but with a more substantial reduction in AEs. In the latter scenario, the NMB was only positive at a low cost-effectiveness threshold.

LIMITATIONS

The replicate model shares the limitations described in the NICE guidelines. There is a lack of support in scientific literature for the assumption that increased efficacy is associated with a greater reduction in tolerability. The replicate model also included a single comparator, unlike the NICE model.

CONCLUSIONS

Pain relief is a stronger driver of NMB than tolerability, at a cost-effectiveness threshold of £20,000 per QALY. Health technology assessment decisions which are influenced by NICE's model may reward efficacy gains, even if they are associated with more severe AEs. This contrasts with recommendations from clinical guidelines for neuropathic pain, which place more equal weighting on improvements in efficacy and tolerability as value drivers.

The economic burden of preventable adverse drug reactions: a systematic review of observational studies

INTRODUCTION

Adverse drug reactions (ADRs) are an important cause of morbidity and mortality worldwide. They are associated with healthcare costs due to hospital admissions or prolonged length of stay, as well as additional interventions. The aim of this study was to conduct a systematic review of observational studies to evaluate the economic impact of preventable ADRs.

AREAS COVERED

Published observational research investigating the cost of preventable ADRs in Western countries (limited to the USA and European countries).

EXPERT OPINION

Several reviews have been carried out in the field of the ADR epidemiology but fewer reviews have investigated the economic impact of ADRs, and at the time of writing, none has focused on preventable ADRs. The reason why future research should focus on the costs of preventable ADRs is that both the costs and the negative clinical outcomes are preventable, and as such, are a key point of public health policy action. Nevertheless, the present review highlights an important and sobering limitation of published research on the cost of preventable ADRs, of which the major limitation is the heterogeneity in methods and in reporting which limit what can be known through the summarizing work of a systematic review.

Pharmacist interventions during patient rounds in two intensive care units: Clinical and financial impact

INTRODUCTION

The risk of prescribing errors and related adverse drug events (ADE) on the intensive care unit (ICU) is high. Based on studies carried out in North America or the UK, a clinical pharmacy service can reduce ADEs and lower overall costs. This study looks into the clinical and financial impact of interventions made by pharmacists during patient rounds in two ICU settings in the Netherlands.

MATERIALS AND METHODS

A quality improvement study was performed in a general teaching hospital (GTH) and a university hospital (UH) in the Netherlands. The improvement consisted of a review of medication orders and participation in patient rounds by an ICU-trained pharmacist. The main outcome measure was the proportion of accepted pharmacist interventions. Secondary outcome measures were the clinical relevance of the accepted interventions, the proportion of prevented potential ADEs (pADE) and a cost-benefit ratio.

RESULTS

In the GTH 160 patients and in the UH 174 patients were included. A total of 332 and 280 interventions were analysed. Acceptance of the interventions was 67.3% in the GTH and 61.8% in the UH. The accepted interventions were mostly scored as clinically relevant, resulting in 0.16 and 0.11 prevented pADEs per patient. The cost benefit was €119 (GTH) and €136 (UH) per accepted intervention.

CONCLUSION

This clinical pharmacy service in two ICUs resulted in high numbers of accepted and clinically relevant interventions. Our model appeared to be cost-effective in both ICU settings.

Comparing Methods for Estimating Direct Costs of Adverse Drug Events

OBJECTIVES

To estimate how direct health care costs resulting from adverse drug events (ADEs) and cost distribution are affected by methodological decisions regarding identification of ADEs, assigning relevant resource use to ADEs, and estimating costs for the assigned resources.

METHODS

ADEs were identified from medical records and diagnostic codes for a random sample of 4970 Swedish adults during a 3-month study period in 2008 and were assessed for causality. Results were compared for five cost evaluation methods, including different methods for identifying ADEs, assigning resource use to ADEs, and for estimating costs for the assigned resources (resource use method, proportion of registered cost method, unit cost method, diagnostic code method, and main diagnosis method). Different levels of causality for ADEs and ADEs' contribution to health care resource use were considered.

RESULTS

Using the five methods, the maximum estimated overall direct health care costs resulting from ADEs ranged from Sk10,000 (Sk = Swedish krona; ~€1,500 in 2016 values) using the diagnostic code method to more than Sk3,000,000 (~€414,000) using the unit cost method in our study population. The most conservative definitions for ADEs' contribution to health care resource use and the causality of ADEs resulted in average costs per patient ranging from Sk0 using the diagnostic code method to Sk4066 (~€500) using the unit cost method.

CONCLUSIONS

The estimated costs resulting from ADEs varied considerably depending on the methodological choices. The results indicate that costs for ADEs need to be identified through medical record review and by using detailed unit cost data.

Pharmacy performance while providing continuous medication monitoring

OBJECTIVES

The aim of this work was to assess the effects of continuous medication monitoring (CoMM) on: 1) total costs of care; 2) proportion of days covered (PDC) rates; and 3) use of high-risk medications by older patients.

DESIGN

Cohort design.

SETTING AND PARTICIPANTS

A reimbursed CoMM program was implemented in a community pharmacy to manage problems with medications being dispensed to beneficiaries of a commercial insurer. Pharmacists assessed medications being dispensed, interacted with patients in the pharmacy, and documented their actions. Claims data compared the pharmacy performance for 3 study groups after 12 months of CoMM: group 1, patients with prescriptions dispensed only at the study pharmacy; group 2, patients with prescriptions dispensed from the study pharmacy and other pharmacies; and group 3, patients with no prescriptions dispensed by the study pharmacy. For the analyses, individuals in group 1 (CoMM-only group) were matched with those in group 2 and group 3 by age band, gender, risk category, and utilization band.

MAIN OUTCOME MEASURES

The variables of interest were per-member per-month total health care costs, medication adherence (PDC), and the use of high-risk medications in older adults.

RESULTS

At 12 months, per-member per-month total costs of care were significantly lower (P < 0.05) for group 1 versus group 2 ($309 difference) and for group 1 versus group 3 ($298 difference). At 12 months the average PDC for group 1 was significantly higher than for group 2 (3.8% difference) and group 3 (2.6% difference). No significant differences were found in the use of high-risk medications.

CONCLUSION

A CoMM program in a community pharmacy was associated with lower total costs of care and better medication adherence. Paying pharmacists to proactively address the safety, effectiveness, and adherence of medications at the time of dispensing can support optimization of medication therapy.

Adverse Drug reactions in an Ageing PopulaTion (ADAPT) study protocol: a cross-sectional and prospective cohort study of hospital admissions related to adverse drug reactions in older patients

INTRODUCTION

Older people experience greater morbidity with a corresponding increase in medication use resulting in a potentially higher risk of adverse drug reactions (ADRs). The aim of this study is to determine the prevalence and characteristics of ADR-related hospital admissions among older patients (≥65 years) and their associated health and cost outcomes.

METHODS AND ANALYSIS

The proposed study will include a cross-sectional study of ADR prevalence in all patients aged ≥65 years admitted acutely to a large tertiary referral hospital in Ireland over a 9-month period (2016-2017) and a prospective cohort study of patient-reported health outcomes and costs associated with ADR-related hospital admissions. All acute medical admissions will be screened for a suspected ADR-related hospital admission. A number of validated algorithms will be applied to assess the type, causative medications, preventability and severity of each ADR. ADRs will be determined, using a consensus method, by an expert panel. Patients who provide consent will be followed up 3 months post-discharge to establish patient-reported health outcomes (health service use, health-related quality of life, adherence) and costs associated with ADR-related hospital admissions. A random sample of patients admitted to hospital without a suspected ADR will be invited to take part in the study as a control group.

ETHICS AND DISSEMINATION

Ethical approval was obtained from Beaumont Hospital Ethics Committee. Findings will be disseminated through presentations and peer-reviewed publications.

The direct costs of drug-induced skin reactions

[b] Abstract Objective.[/b] The aim of the study was an assessment of direct costs of patients hospitalised for for skin adverse drug reactions during 2002-2012 in the Department of Dermatology at the Military Institute of Medicine (Ministry of Defence) in Warsaw. The analysis was carried out from the perspectives of the public payer and service provider. [b]Materials and method. [/b]The retrospective study was carried out in a group of 164 adult patients due to skin adverse drug reactions. Analysis was based on data from patient medical records and medical orders which provided information on the used resources, including diagnostic tests, medical consultations, medicinal products, hospitalisation duration, together with cost estimation, regardless of the treatment being the cause of the skin reaction. [b]Results[/b]. According to the International Statistical Classification of Diseases and Related Health Problems(ICD) diagnosis and scores, assigned by the National Healthcare Fund, it has been estimated that patient hospitalisation at the Department of Dermatology for skin drug reaction incurred costs at the average amount of €717.00 per patient. The complex diagnostics and pharmacotherapy of the same group of patients generated costs for the hospital at the average amount of €680 per patient. [b]Conclusions[/b]. As a result of the analysis, the therapy for skin adverse drug effects generates significant costs, both for the payer and the service provider. Since the costs are comparable, it seems that the pricing of medical procedures by the public payer is adequate for the costs incurred by the medical service provider.

Cost-Effectiveness of Immune Checkpoint Inhibition in BRAF Wild-Type Advanced Melanoma

Purpose Patients who are diagnosed with stage IV metastatic melanoma have an estimated 5-year relative survival rate of only 17%. Randomized controlled trials of recent US Food and Drug Administration-approved immune checkpoint inhibitors-pembrolizumab (PEM), nivolumab (NIVO), and ipilumumab (IPI)-demonstrate improved patient outcomes, but the optimal treatment sequence in patients with BRAF wild-type metastatic melanoma remains unclear. To inform policy makers about the value of these treatments, we developed a Markov model to compare the cost-effectiveness of different strategies for sequencing novel agents for the treatment of advanced melanoma. Materials and Methods We developed Markov models by using a US-payer perspective and lifetime horizon to estimate costs (2016 US$) and quality-adjusted life years (QALYs) for treatment sequences with first-line NIVO, IPI, NIVO + IPI, PEM every 2 weeks, and PEM every 3 weeks. Health states were defined for initial treatment, first and second progression, and death. Rates for drug discontinuation, frequency of adverse events, disease progression, and death obtained from randomized phase III trials were used to determine the likelihood of transition between states. Deterministic and probabilistic sensitivity analyses were conducted to evaluate model uncertainty. Results PEM every 3 weeks followed by second-line IPI was both more effective and less costly than dacarbazine followed by IPI then NIVO, or IPI followed by NIVO. Compared with the first-line dacarbazine treatment strategy, NIVO followed by IPI produced an incremental cost effectiveness ratio of $90,871/QALY, and first-line NIVO + IPI followed by carboplatin plus paclitaxel chemotherapy produced an incremental cost effectiveness ratio of $198,867/QALY. Conclusion For patients with treatment-naive BRAF wild-type advanced melanoma, first-line PEM every 3 weeks followed by second-line IPI or first-line NIVO followed by second-line IPI are the most cost-effective, immune-based treatment strategies for metastatic melanoma.

The economic burden of common adverse events associated with metastatic colorectal cancer treatment in the United States

AIMS

Adverse events (AEs) associated with treatments for metastatic colorectal cancer (mCRC) may compromise the course of treatment, impact quality-of-life, and increase healthcare resource utilization. This study assessed the direct healthcare costs of common AEs among mCRC patients in the US.

METHODS

Adult mCRC patients treated with chemotherapy or targeted therapies were identified from administrative claims databases (2009-2014). Up to the first three mCRC treatment episodes per patient were considered and categorized as with or without the AE system/organ category during the episode. Total healthcare costs (2014 USD) were measured by treatment episode and reported on a monthly basis. Treatment episodes with the AE category were matched by treatment type and line of treatment to those without the AE category. Adjusted total cost differences were estimated by comparing costs during treatment episodes with vs without the AE category using multivariate regression models; p-values were estimated with bootstrap.

RESULTS

A total of 4158 patients with ≥1 mCRC treatment episode were included (mean age = 59 years; 58% male; 60% with liver and 14% with lung metastases; 2,261 [54%] with a second and 1,115 [27%] with a third episode). On average, two treatment episodes were observed per patient with an average length of 166 days per episode. Adjusted monthly total cost difference by AE category included hematologic ($1,480), respiratory ($1,253), endocrine/metabolic ($1,213), central nervous system (CNS; $1,136), and cardiovascular ($1,036; all p < .05).

LIMITATIONS

Claims do not include information on the cause of AEs, and potentially less severe AEs may not have been reported by the physician when billing the medical service. This study aimed to assess the association between costs and AEs and not the causation of AEs by treatment.

CONCLUSIONS

The most costly AEs among mCRC patients were hematologic, followed by respiratory, endocrine/metabolic, CNS, and cardiovascular.

Economic burden of toxicities associated with treating metastatic melanoma in eight countries

BACKGROUND

Information on costs of managing adverse events (AEs) associated with current treatments in metastatic melanoma is limited. This study estimates costs of AEs in eight countries: Australia (AU), Canada (CA), France (FR), Germany (GE), Italy (IT), the Netherlands (NL), Spain (ES), and the UK.

METHODS

A literature search was conducted to identify grade 3/4 AEs from product label, published trials, conference abstracts, and treatment guidelines. Resource utilization for the management of each type of AE was determined via interviews with 5 melanoma clinicians in each country. Outpatient and inpatient costs were estimated for each type of AE using country-specific tariffs or government/published sources.

RESULTS

In outpatient settings, the most costly AEs per incident included cutaneous squamous cell carcinoma (CSCC) (€1063, £720; NL/UK), anemia (€1443, €1329, €1285; ES/IT/FR), peripheral neuropathy (€1289; ES), and immune-related diarrhea (AUS$1,121; AU). In inpatient settings, the most costly AEs per hospitalization included hypophysitis (€10,265; €5316; CAN$9735; AUS$7231: ES/FR/CA/AU), dyspnea (€9077; GE), elevated liver enzymes (€6913, CAN$8030, AUS$6594; FR/CA/AU), CSCC (CAN$8934; CA), peripheral neuropathy (€6977, €4144, CAN$9472; NL/ES/CA), and diarrhea (£4284, €4113; UK/ES).

CONCLUSIONS

Costs of managing AEs can be significant, and thus effective treatments with lower rates of severe AEs would be valuable.

Adverse event-related costs for systemic metastatic breast cancer treatment among female Medicaid beneficiaries

OBJECTIVE

This retrospective study compared the real-world incidence and costs of systemic treatment-related adverse events (AEs) in patients with metastatic breast cancer in a Medicaid population.

METHODS

Insurance claims data for adult women who received biologic or chemotherapy (± hormonal therapy) for metastatic breast cancer between 2006-2013 were extracted from the Truven Health MarketScan^® Multi-State Medicaid database. Incidence of AEs (per 100 person years) and average monthly AE-related healthcare costs (per-patient-per-month) during each line of therapy (first or later lines) were estimated. The association between AEs and total all-cause healthcare costs was estimated using multivariable regression.

RESULTS

A total of 729 metastatic breast cancer patients were analyzed. Hematological (202.3 per 100 person years) and constitutional AEs (289.6 per 100 person years) were the most common class of AEs reported. Unadjusted per-patient-per-month AE-related expenditure by class were highest for hematological AEs ($1524), followed by gastrointestinal ($839) and constitutional AEs ($795), with anemia ($942), nausea/vomiting ($699), and leukopenia/neutropenia ($550) having incurred the highest total AE-related costs. Adjusted total all-cause monthly costs increased with the number of AEs ($19,701 for >7 AEs, $16,264 for 4 - 6 AEs, and $13,731 for 1 - 3 AEs) compared to no AEs ($5908) (all p < 0.01).

CONCLUSIONS

Among metastatic breast cancer patients treated with systemic therapy in a Medicaid population, AEs were associated with significant increases in costs, which increased with the number of AEs experienced. Therapies associated with a lower incidence of AEs may reduce cost burden and improve patient outcomes.

Incidence of Exposure of Patients in the United States to Multiple Drugs for Which Pharmacogenomic Guidelines Are Available

Pre-emptive pharmacogenomic (PGx) testing of a panel of genes may be easier to implement and more cost-effective than reactive pharmacogenomic testing if a sufficient number of medications are covered by a single test and future medication exposure can be anticipated. We analysed the incidence of exposure of individual patients in the United States to multiple drugs for which pharmacogenomic guidelines are available (PGx drugs) within a selected four-year period (2009-2012) in order to identify and quantify the incidence of pharmacotherapy in a nation-wide patient population that could be impacted by pre-emptive PGx testing based on currently available clinical guidelines. In total, 73 024 095 patient records from private insurance, Medicare Supplemental and Medicaid were included. Patients enrolled in Medicare Supplemental age > = 65 or Medicaid age 40-64 had the highest incidence of PGx drug use, with approximately half of the patients receiving at least one PGx drug during the 4 year period and one fourth to one third of patients receiving two or more PGx drugs. These data suggest that exposure to multiple PGx drugs is common and that it may be beneficial to implement wide-scale pre-emptive genomic testing. Future work should therefore concentrate on investigating the cost-effectiveness of multiplexed pre-emptive testing strategies.

Cost Effectiveness of Eplerenone for the Treatment of Systolic Heart Failure with Mild Symptoms in Alberta, Canada

BACKGROUND

Eplerenone has been demonstrated as being cost effective for the treatment of patients with systolic heart failure (HF) and mild symptoms in several jurisdictions; however, its cost effectiveness is unknown in the context of Alberta, Canada.

METHODS

We used a discrete-event simulation model to compare costs and outcomes between standard care and standard care plus eplerenone for the treatment of HF with mild symptoms. We used Alberta data (whenever possible) together with a healthcare perspective, a lifetime horizon, and 3 % annual discount rate for analyses.

RESULTS

Clinically, eplerenone prevented HF hospitalizations, atrial fibrillations, and cardiovascular (CV) deaths, but incurred more adverse events and device implantations than standard care. The remaining life of patients receiving eplerenone was 7.08 versus 5.83 years for those receiving standard care. Eplerenone gained 1.25 life-years and 1.18 quality-adjusted life-years (QALYs), with an incremental cost of $Can7200. Therefore, the incremental cost-effectiveness ratio (ICER) was $Can5700 per life-year gained and $Can6100 per QALY gained.

CONCLUSIONS

Given the most cited ICER threshold is $Can50,000, the use of eplerenone as an adjunct to standard care for treating patients with systolic HF and mild symptoms is cost effective in the context of Alberta. Eplerenone would cost the Alberta health system about $Can4.6 million a year in drug costs. Incorporating reductions in health services utilization associated with eplerenone, the budget impact is smaller. For the first year, the use of eplerenone is cost saving and for 5 years the cost is approximately $Can6 million.

A Systematic Review of Economic Evaluations of Pharmacogenetic Testing for Prevention of Adverse Drug Reactions

BACKGROUND

Pharmacogenetics offers the potential to improve health outcomes by identifying individuals who are at greater risk of harm from certain medicines. Routine adoption of pharmacogenetic tests requires evidence of their cost effectiveness.

OBJECTIVE

The present review aims to systematically review published economic evaluations of pharmacogenetic tests that aim to prevent or reduce the incidence of ADRs.

METHODS

We conducted a systematic literature review of economic evaluations of pharmacogenetic tests aimed to reduce the incidence of adverse drug reactions. Literature was searched using Embase, MEDLINE and the NHS Economic Evaluation Database with search terms relating to pharmacogenetic testing, adverse drug reactions, economic evaluations and pharmaceuticals. Titles were screened independently by two reviewers. Articles deemed to meet the inclusion criteria were screened independently on abstract, and full texts reviewed.

RESULTS

We identified 852 articles, of which 47 met the inclusion criteria. There was evidence supporting the cost effectiveness of testing for HLA-B*57:01 (prior to abacavir), HLA-B*15:02 and HLA-A*31:01 (prior to carbamazepine), HLA-B*58:01 (prior to allopurinol) and CYP2C19 (prior to clopidogrel treatment). Economic evidence was inconclusive with respect to TPMT (prior to 6-mercaptoputine, azathioprine and cisplatin therapy), CYP2C9 and VKORC1 (to inform genotype-guided dosing of coumarin derivatives), MTHFR (prior to methotrexate treatment) and factor V Leiden testing (prior to oral contraception). Testing for A1555G is not cost effective before prescribing aminoglycosides.

CONCLUSIONS

Our systematic review identified robust evidence of the cost effectiveness of genotyping prior to treatment with a number of common drugs. However, further analyses and (or) availability of robust clinical evidence is necessary to make recommendations for others.

Implementing Computerized Provider Order Entry in Acute Care Hospitals in the United States Could Generate Substantial Savings to Society

BACKGROUND

Computerized provider order entry (CPOE) with clinical decision support is a basic criterion for hospitals' meaningful use of electronic health record systems. A study was conducted to evaluate from the societal perspective the cost-utility of implementing CPOE in acute care hospitals in the United States.

METHODS

A decision-analytical model compared CPOE with paper ordering among patients admitted to acute care hospitals with >25 beds. Parameters included start-up and maintenance costs, as well as costs for provider time use, medication and laboratory test ordering, and preventable adverse drug events. Probabilistic analyses produced incremental costs, effectiveness, and cost-effectiveness ratios for hospitals in four bed-size categories (25-72, 72-141, 141-267, 267-2,249).

RESULTS

Relative to paper ordering and using typical estimates of implementation costs, CPOE had, on average, >99% probability of yielding savings to society and improving health. Per hospital in each size category, mean life-time savings -in millions-were $11.6 (standard deviation, $9.30), $34.4 ($21.2), $71.8 ($43.8), and $170 ($119) (2012 dollars), respectively, and quality-adjusted life-years (QALYs) gained were 19.9 (16.9), 53.7 (38.7), 109 (79.6), and 249 (205). Incremental effectiveness and costs were less favorable in certain circumstances, such as high implementation costs. Nationwide, anticipated increases in CPOE implementation from 2009 through 2015 could save $133 billion and 201,000 QALYs.

CONCLUSIONS

In addition to improving health, implementing CPOE with clinical decision support could yield substantial long-term savings to society in the United States, although results for individual hospitals are likely to vary.

Economic Burden of HIV Antiretroviral Therapy Adverse Events in the United States

OBJECTIVE

To estimate health care costs associated with medical events identified as antiretroviral therapy (ART)-attributable adverse events (AEs).

METHODS

During September 2006 to June 2012, adults with ≥1 HIV International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis code (042/V08), ≥1 claim for ART prescription (March 2007-June 2011; index date), and continuous health plan enrollment for ≥6 months pre- and ≥12 months postindex were included (IMS' PharMetrics Plus Health Plan Claims Database). Patients with events of interest/ART claim during preindex period or with pregnancy/hepatitis C virus diagnosis/hepatitis B virus/cancer/tuberculosis during the study period were excluded. Postindex medical events were defined as first diagnosis code of event with ART claim ≤60 days prior to start of the event.

RESULTS

Differences in median total all-cause health care costs observed for diabetes/insulin resistance management (US$14,547 median all-cause health care costs during time periods identified as diabetes/insulin resistance medical events versus US$11,237 without diabetes/insulin resistance events; P=.0021), lipid disorders (US$12,825 versus US$10,033; P=.0004), and renal disorders (US$1389 versus US$0; P<.0001).

DISCUSSION/CONCLUSION

Health care costs of ART AEs should be key consideration for payers/providers in HIV management.

Cost-effectiveness of screening for HLA-A*31:01 prior to initiation of carbamazepine in epilepsy

OBJECTIVE

Carbamazepine causes severe cutaneous adverse drug reactions that may be predicted by the presence of the HLA-A*31:01 allele in northern European populations. There is uncertainty as to whether routine testing of patients with epilepsy is cost-effective. We conducted an economic evaluation of HLA-A*31:01 testing from the perspective of the National Health Service (NHS) in the United Kingdom.

METHODS

A short-term, decision analytic model was developed to estimate the outcomes and costs associated with a policy of routine testing (with lamotrigine prescribed for patients who test positive) versus the current standard of care, which is carbamazepine prescribed without testing. A Markov model was used to estimate total costs and quality-adjusted life-years (QALYs) over a lifetime to account for differences in drug effectiveness and the long-term consequences of adverse drug reactions.

RESULTS

Testing reduced the expected rate of cutaneous adverse drug reactions from 780 to 700 per 10,000 patients. The incremental cost-effectiveness ratio for pharmacogenetic testing versus standard care was £12,808 per QALY gained. The probability of testing being cost-effective at a threshold of £20,000 per QALY was 0.80, but the results were sensitive to estimated remission rates for alternative antiepileptic drugs (AEDs).

SIGNIFICANCE

Routine testing for HLA-A*31:01 in order to reduce the incidence of cutaneous adverse drug reactions in patients being prescribed carbamazepine for epilepsy is likely to represent a cost-effective use of health care resources.

Cost-effectiveness of comprehensive medication reviews versus noncomprehensive medication review interventions and subsequent successful medication changes in a Medicare Part D population

BACKGROUND

An estimated 1.5 million preventable medication-related adverse events occur annually, with some resulting in serious injury and even death. To help address this issue, the Centers for Medicare Medicaid Services (CMS) now require medication therapy management (MTM) programs to offer comprehensive medication reviews (CMRs) to all Medicare Part D beneficiaries at least once a year. During a CMR, patients receive an extensive amount of medication and educational information. In contrast, noncomprehensive medication reviews (non-CMRs) are more targeted and focus on resolving a particular medication-related problem (MRP) via short patient consultations, patient letters, and direct provider interventions.  

OBJECTIVE

To conduct a cost-effectiveness analysis comparing CMRs with non-CMR interventions on successful medication regimen changes and reductions in adverse drug events (ADEs).

METHODS

This decision analytic model compared the cost-effectiveness of CMRs with other intervention methods (non-CMRs) from a payer's perspective. For this model, a successful outcome was defined as a beneficiary case devoid of an ADE due to MRPs. The model was extensively tested and subjected to a thorough one-way sensitivity analysis and a second-order probabilistic sensitivity analysis with 10,000 iterations from the variable distributions. 

RESULTS

Non-CMR interventions were less costly and more effective than CMRs. The point estimate for direct medical costs was $193 for CMRs and $157 for non-CMRs, and the estimated probability of avoiding an ADE was 0.93 and 0.94 for CMRs and non-CMRs, respectively. The 10,000 iteration-Monte Carlo simulation scatterplot and cost-effectiveness acceptability curve (CEAC) revealed a dominance by non-CMRs in preventing harmful ADEs from cost and effectiveness perspectives; however, there was an overlap in the 95% CIs for both cost and ADEs prevented. Despite this, a non-CMR intervention saved estimated $5,377.08 per ADE prevented. One-way sensitivity analysis indicated the results were sensitive to the cost of treating a preventable ADE. In 100% of cases, the CEAC demonstrated that non-CMRs were likely the most cost-effective intervention regardless of the health plan's willingness to pay. 

CONCLUSIONS

The cost-effectiveness acceptability curve suggests that non-CMR interventions were less costly and more effective than CMRs; however, there was overlap in the 95% CIs for costs and ADEs prevented. In all cases, the CEAC demonstrated that non-CMRs were the most economical intervention with regard to time and cost. Non-CMRs show promise as a viable method to address MRPs, reduce ADEs, and improve patient-related health outcomes.

Predicting the impact of adverse events and treatment duration on medical resource utilization-related costs in hepatitis C genotype 1 treatment-naïve patients receiving antiviral therapy

OBJECTIVES

Studies on medical resource utilization (MRU) and related costs are important for evaluating the potential patient management and cost-effectiveness implications of antiviral treatments for hepatitis C virus (HCV) infection. The objectives of this study were (i) to compare the MRU and related costs for two treatment approaches; (ii) to identify the main drivers of resource use and costs; and (iii) to assess the effects of various treatment regimen attributes on MRU-related costs in a UK clinical setting.

METHODS

The analysis used data collected alongside the simeprevir (SMV) phase III trials for treatment-naïve genotype 1 HCV-infected patients; these data covered outpatient consultations with specialists, emergency room visits and hospital admissions. Logistic regressions were constructed to estimate the predictors of resource utilization, and a two-part multivariable analysis model was used to determine the total costs of treatment in the UK.

RESULTS

Data on 731 patients receiving SMV plus pegylated interferon and ribavirin (SMV/PegIFN/R) or PegIFN/R were included in the analysis. While MRU was similar between the SMV and PegIFN/R groups, MRU-related costs were significantly lower in the SMV group than in the PegIFN/R group (P < 0.05). High body mass index (P < 0.05), severe fibrosis (P < 0.05), shortened treatment duration to 24 weeks (P < 0.05), and anaemia and rash during treatment (P < 0.001) were identified as predictors of hospitalization and outpatient visits and as drivers of total costs. Univariate sensitivity analyses suggested that shortened treatment duration and lower occurrence of rash lead to large cost savings.

CONCLUSION

This study identified both baseline and on-treatment antiviral therapy characteristics as drivers of MRU-related costs for HCV patients following antiviral therapy. The shortened treatment duration and reduction in rash due to treatment with SMV triple therapy lead to substantial non-drug cost savings, compared with PegIFN/R treatment. This suggests that there are potential patient management and cost-effectiveness implications associated with the choice of specific antiviral treatments.

[Incidence, management and costs of adverse effects in chronic hepatitis C patients on triple therapy with telaprevir or boceprevir: first 12 weeks of treatment]

INTRODUCTION

The aim of the study was to analyze the incidence, management and cost associated to hematological and dermatological adverse effects (AE) in chronic hepatitis C patients on triple therapy (TT) with telaprevir (TVR) or boceprevir (BOC).

METHODS

An analysis was made on the data recorded on patients who started treatment with TVR or BOC associated with peginterferon alfa and ribavirin in a 12-week follow-up period.

RESULTS

Fifty-three patients were included (TVR n=36; BOC n=17). Thrombocytopenia (83% TVR vs. 88% BOC) followed by neutropenia (89% TVR vs. 82% BOC) were the most common AE. Dermatological AE were observed in 32% of patients. Eleven patients required treatment discontinuation (all of them received TVR), and toxicity was the main reason for discontinuation (64%). The percentage of patients who required supportive treatment for management of AE was 66%. The most used supportive treatment was erythropoietin. Eight patients required emergency health care, and 2 were hospitalized due to AE. Total cost of additional supportive resources was 32,522€ (625 [SD=876]€/patient) (TVR 759 [SD=1,022]€/patient vs. BOC 349 [SD=327]€/patient; P>.05). Patients with gradeiii-iv toxicity required greater supportive care with higher costs, compared to patients with gradei-ii toxicity (849 [SD=1,143]€/patient vs. 387 [SD=397]€/patient; P=.053).

CONCLUSION

The addition of new protease inhibitors to conventional treatment leads to a higher incidence of hematological AE in our study, compared to data described in clinical trials. The elevated incidence of AE involves the use of supportive care, increasing total costs of therapy.

The cost of opioid-related adverse drug events

Opioids are the cornerstone of pain management; however, their use is associated with a variety of adverse drug events (ADEs) ranging from nausea and vomiting to urinary retention and respiratory depression. The purpose of this review is to describe the frequency and cost associated with different types of opioid-related ADEs to better understand their economic impact. A search of studies published in journals from 1946 to December, 2013, was conducted using MEDLINE and EMBASE. A total of 20 articles were reviewed. Data reflect a substantial economic burden of opioid-related ADEs resulting in high hospital costs, prolonged hospital stays, and substantial health care resource usage. Nausea, vomiting, and constipation are frequent and increased costs occur in all types of pain (surgical, nonsurgical, cancer, noncancer) in both inpatients and outpatients. Given the large economic burden of opioid-related ADEs, prevention rather than treatment may be the most effective strategy.

Investigation of adverse-event-related costs for patients with metastatic breast cancer in a real-world setting

BACKGROUND

Existing treatments for metastatic breast cancer (mBC) are often effective but can cause adverse events (AEs). This study aimed to identify AEs associated with chemotherapies commonly used in mBC treatment (phase 1) and to quantify the economic impact of these AEs (phase 2).

MATERIALS AND METHODS

Patients in phase 1 had at least one claim for therapy for mBC, with at least one episode with single or multiple agents. The most common chemotherapy-related complications were identified using medical and pharmacy claims data. In phase 2, patients meeting study criteria were divided into four treatment cohorts by the line of treatment and chemotherapy received: first-line taxane-treated patients, second-line taxane-treated patients, first-line capecitabine-treated patients, and second-line capecitabine-treated patients. Average monthly AE-related health care costs per cohort were stratified by cost component. Total monthly costs per number of AEs were also calculated.

RESULTS

On average, patients in phase 1 (n = 1,551) had 2 episodes of treatment, with a mean duration of 131 days. The most frequently noted complications were anemia (50.7% of mBC treatment episodes), bilirubin elevation (26.4%), and leukopenia (24.8%). In phase 2, costs related to AEs were primarily driven by incremental inpatient, outpatient, and pharmacy costs. Increases in average monthly costs ranged from $854 (9.0%) to $5,320 (69.5%), according to cohort. Overall costs increased with increasing numbers of AEs.

CONCLUSION

Chemotherapy-related AEs in patients with mBC are associated with a substantial economic burden that increases with the number of AEs reported.

National estimates of insulin-related hypoglycemia and errors leading to emergency department visits and hospitalizations

IMPORTANCE

Detailed, nationally representative data describing high-risk populations and circumstances involved in insulin-related hypoglycemia and errors (IHEs) can inform approaches to individualizing glycemic targets.

OBJECTIVE

To describe the US burden, rates, and characteristics of emergency department (ED) visits and emergency hospitalizations for IHEs.

DESIGN, SETTING, AND PARTICIPANTS

Nationally representative public health surveillance of adverse drug events among insulin-treated patients seeking ED care (National Electronic Injury Surveillance System-Cooperative Adverse Drug Event Surveillance project) and a national household survey of insulin use (the National Health Interview Survey) were used to obtain data from January 1, 2007, through December 31, 2011.

MAIN OUTCOMES AND MEASURES

Estimated annual numbers and estimated annual rates of ED visits and hospitalizations for IHEs among insulin-treated patients with diabetes mellitus.

RESULTS

Based on 8100 National Electronic Injury Surveillance System-Cooperative Adverse Drug Event Surveillance cases, an estimated 97,648 (95% CI, 64,410-130,887) ED visits for IHEs occurred annually; almost one-third (29.3%; 95% CI, 21.8%-36.8%) resulted in hospitalization. Severe neurologic sequelae were documented in an estimated 60.6% (95% CI, 51.3%-69.9%) of ED visits for IHEs, and blood glucose levels of 50 mg/dL (to convert to millimoles per liter, multiply by 0.0555) or less were recorded in more than half of cases (53.4%). Insulin-treated patients 80 years or older were more than twice as likely to visit the ED (rate ratio, 2.5; 95% CI, 1.5-4.3) and nearly 5 times as likely to be subsequently hospitalized (rate ratio, 4.9; 95% CI, 2.6-9.1) for IHEs than those 45 to 64 years. The most commonly identified IHE precipitants were reduced food intake and administration of the wrong insulin product.

CONCLUSIONS AND RELEVANCE

Rates of ED visits and subsequent hospitalizations for IHEs were highest in patients 80 years or older; the risks of hypoglycemic sequelae in this age group should be considered in decisions to prescribe and intensify insulin. Meal-planning misadventures and insulin product mix-ups are important targets for hypoglycemia prevention efforts.

Costs and length of stay of drug-related hospital admissions in cancer patients

BACKGROUND

Most previous studies of the incidence and economic impact of drug-related hospital admissions were not cancer specific, despite the fact that drug-related problems (DRPs) are of particular concern in oncology.

OBJECTIVE

The goals of this study were to assess the economic impact, particularly the length of stay (LOS) and direct medical costs (DMC), of drug-related hospital admissions and the associated factors in cancer patients in Singapore.

METHODS

A prospective study was conducted over a 5-month period in 2 oncology wards at the largest acute tertiary hospital in Singapore. Drug-related admissions were identified from all oncology admissions to these wards, and the demographic, clinical, and cost data of these drug-related admissions were collected. The association between LOS and DMC as well as their associations with age, severity, and preventability of DRPs were examined. A nationwide estimation was made to determine the overall DMC of drug-related hospital admissions among cancer patients.

RESULTS

A total of 151 drug-related admissions that occurred among 137 cancer patients were identified. The mean DMC (in Singapore dollars [SGD]) and LOS per drug-related admission were SGD $4747 and 6.1 days, respectively. A nationwide extrapolation estimated an annual total DMC of SGD $16.2 million. Longer LOS was found to be correlated with higher DMC (rs = 0.86, P < 0.001) and preventable DRPs (P = 0.02).

CONCLUSIONS

Drug-related hospitalization among cancer patients is costly; therefore, more attention is warranted to develop and improve strategies for preventing drug-related morbidity and mortality in cancer patients.

Economic impact of adverse drug events--a retrospective population-based cohort study of 4970 adults

BACKGROUND

The aim was to estimate the direct costs caused by ADEs, including costs for dispensed drugs, primary care, other outpatient care, and inpatient care, and to relate the direct costs caused by ADEs to the societal COI (direct and indirect costs), for patients with ADEs and for the entire study population.

METHODS

We conducted a population-based observational retrospective cohort study of ADEs identified from medical records. From a random sample of 5025 adults in a Swedish county council, 4970 were included in the analyses. During a three-month study period in 2008, direct and indirect costs were estimated from resource use identified in the medical records and from register data on costs for resource use.

RESULTS

Among 596 patients with ADEs, the average direct costs per patient caused by ADEs were USD 444.9 [95% CI: 264.4 to 625.3], corresponding to USD 21 million per 100 000 adult inhabitants per year. Inpatient care accounted for 53.9% of all direct costs caused by ADEs. For patients with ADEs, the average societal cost of illness was USD 6235.0 [5442.8 to 7027.2], of which direct costs were USD 2830.1 [2260.7 to 3399.4] (45%), and indirect costs USD 3404.9 [2899.3 to 3910.4] (55%). The societal cost of illness was higher for patients with ADEs compared to other patients. ADEs caused 9.5% of all direct healthcare costs in the study population.

CONCLUSIONS

Healthcare costs for patients with ADEs are substantial across different settings; in primary care, other outpatient care and inpatient care. Hence the economic impact of ADEs will be underestimated in studies focusing on inpatient ADEs alone. Moreover, the high proportion of indirect costs in the societal COI for patients with ADEs suggests that the observed costs caused by ADEs would be even higher if including indirect costs. Additional studies are needed to identify interventions to prevent and manage ADEs.

Including adverse drug events in economic evaluations of anti-tumour necrosis factor-α drugs for adult rheumatoid arthritis: a systematic review of economic decision analytic models

BACKGROUND

Anti-tumour necrosis factor-α drugs (anti-TNFs) have revolutionised the treatment of rheumatoid arthritis (RA). More effective than standard non-biological disease-modifying anti-rheumatic drugs (nbDMARDs), anti-TNFs are also substantially more expensive. Consequently, a number of model-based economic evaluations have been conducted to establish the relative cost-effectiveness of anti-TNFs. However, anti-TNFs are associated with an increased risk of adverse drug events (ADEs) such as serious infections relative to nbDMARDs. Such ADEs will likely impact on both the costs and consequences of anti-TNFs, for example, through hospitalisations and forced withdrawal from treatment.

OBJECTIVE

The aim of this review was to identify and critically appraise if, and how, ADEs have been incorporated into model-based cost-effectiveness analyses of anti-TNFs for adult patients with RA.

METHODS

A systematic literature review was performed. Electronic databases (Ovid MEDLINE; Ovid EMBASE; Web of Science; NHS Economic Evaluations Database) were searched for literature published between January 1990 and October 2013 using electronic search strategies. The reference lists of retrieved studies were also hand searched. In addition, the National Institute for Health and Care Excellence technology appraisals were searched to identify economic models used to inform UK healthcare decision making. Only full economic evaluations that had used an economic model to evaluate biological DMARDs (bDMARDs) (including anti-TNFs) for adult patients with RA and had incorporated the direct costs and/or consequences of ADEs were critically appraised. To be included, studies also had to be available as a full text in English. Data extracted included general study characteristics and information concerning the methods used to incorporate ADEs and any associated assumptions made. The extracted data were synthesised using a tabular and narrative format.

RESULTS

A total of 43 model-based economic evaluations of bDMARDs for adult RA were identified from 2,483 initially identified studies (2,473 published; ten technology appraisals). Of these, nine studies had incorporated the incidence and costs of ADEs and were critically reviewed. One study also explicitly estimated the potential consequences for patient utility. There was a general lack of detail specifically reporting on how ADEs were included in the economic models. Furthermore, there was substantial heterogeneity amongst the nine studies concerning the (i) application of risk-related terminology; (ii) method of incorporating the incidence, costs and consequences of ADEs; and (iii) ADE-related assumptions.

CONCLUSIONS

Model-based economic evaluations have played an integral role in healthcare reimbursement and funding decisions relating to anti-TNFs for adult patients with RA. However, current economic models have not routinely or systematically considered the direct costs or consequences of ADEs, which may bias the estimates of the relative cost-effectiveness of anti-TNFs. Omitting information on relevant costs and consequences of interventions for RA will affect the validity of the associated recommendations for informed decision making. To improve current practice it is recommended that (i) greater efforts be made to provide appropriate long-term safety data on the use of anti-TNFs in adult RA; (ii) empirical research be undertaken to identify and quantify the impact of, and possible methods for, including ADEs in economic models to inform future good practice guidelines; and (iii) economic modelling guidelines and reference cases be updated to explicitly identify ADEs as an important treatment outcome and address how they might be incorporated into economic models. Improved consideration of the possible implications of ADEs in economic models will ensure that healthcare decision makers are provided with reliable and accurate information with which to make efficient reimbursement and financing decisions.

Will meaningful use electronic medical records reduce hospital costs?

BACKGROUND

More than one-third of the Centers for Medicare and Medicaid Services core meaningful use (MU) requirements deal with medication management.

OBJECTIVES

To examine what impact the 5 core medication MU criteria have on hospital-acquired adverse drug events (ADEs) and their costs in 2010, as a baseline for the start of MU implementation in 2011.

DATA SOURCES

2010 Florida State Inpatient Database (Healthcare Cost and Utilization Project, Agency for Healthcare Research and Quality), American Hospital Association (AHA) Healthcare IT Database Supplement to the AHA 2010 Annual Survey of Hospitals, and Hospital Compare.

METHODS

We developed one of the first quality indicators to track in-hospital ADEs in administrative data. Controlling for nonresponse selection bias, we used multivariate logit regression analysis to examine the impact of the 5 MU medication elements on the probability of an ADE and on its costs.

RESULTS

A hospital-acquired ADE was noted in 1.7% of hospitalizations. Odds of an ADE were 63% less in hospitals that adopted all 5 core medication MU elements (10% of hospitals in 2010) compared with hospitals that adopted no core elements. This effect was found even among lowperforming hospitals with below-average Hospital Compare quality. Estimated hospital cost savings per averted ADE were $4790. If all hospitals in Florida had adopted all 5 functions, 55,700 ADEs would have been averted and $267 million per year would have been saved.

CONCLUSIONS

Adoption of core medication MU elements will cut ADE rates, with cost savings that recoup 22% of information technology costs.

Quantifying the impact of NSAID-associated adverse events

Nonsteroidal anti-inflammatory drugs (NSAIDs) are widely used among patients experiencing many different types of pain, including inflammatory, acute pain (eg, injury, low back pain, headache, postoperative pain), and chronic pain (eg, rheumatoid arthritis, osteoarthritis). However, both traditional NSAIDs and second-generation NSAIDs (cyclooxygenase-2 inhibitors) can lead to very expensive and serious adverse events. Gastrointestinal, cardiovascular, and renal complications associated with NSAIDs have been shown to be dose-dependent. In 2005, to help minimize these risks, the US Food and Drug Administration issued a public health advisory stating that "NSAIDs should be administered at the lowest effective dose for the shortest duration consistent with individual patient treatment goals." This article reviews the undue clinical and economic burden associated with NSAID-related serious adverse events.

[Economic impact of the resolution of drug related problems in an Emergency Department]

OBJECTIVE

Determine the economic impact of avoided cost in hospital stays by preventing drug-related problems.

METHOD

Prospective observational study of six months in the emergency department. We included patients admitted for observation and pre-admission beds. A pharmacist was integrated into the healthcare team to validate / reconcile pharmacotherapy. Severity was associated DRPs detected / resolved with the risk increasing the stay of patients admitted to a clinical unit, estimating the potential cost avoided.

RESULTS

El 32,5% of patients required intervention and were intercepted 444 drug-related problems, resolving 85.5%. Serious problems serious / significant unresolved affected 130 patients who were admitted, with an estimated avoided cost about 60,000 €. It was noted that serious problems and oral cytostatics, insulin and diabetes were the groups associated with a higher average cost avoided (p <0.05).

CONCLUSION

The integration of the pharmacist in the emergency team to intercept medication problems, reducing the risk of stay and increase healthcare costs.

Incidence and economic burden of adverse drug reactions among elderly patients in Ontario emergency departments: a retrospective study

Background: The rapid rise in the availability and use of pharmaceutical agents, and particularly polypharmacy, directly increases the risk for patients to experience adverse drug reactions (ADRs). There are few studies on the overall incidence and costs of ADRs.

Objective: The aim of this study was to estimate the incidence and costs of emergency department (ED) visits related to ADRs for patients greater than 65 years of age using administrative data, and to describe risk factors for experiencing severe ADRs.

Methods: We employed a retrospective cohort design based on population-based healthcare administrative clinical databases. Identification of ADR-related ED visits from the administrative database was based on International Classification of Diseases, 10th Revision-Canadian Enhancement (ICD-10-CA) codes for each ED visit. The incidence and costs of ADR-related ED visits and subsequent hospital admissions were estimated for all adults aged 66 years and above for the period April 2003–March 2008. Costs were standardized and reported in 2008 Canadian dollars. Logistic regression was used to detect risk factors for severe ADRs.

Results: Approximately 0.75% of total annual ED visits among adults aged 66 years and above were found to be ADR-related, and among these patients 21.6% were hospitalized. In 2007, the cost of ADR-related visits was $333 per ED visit and $7528 per hospitalization for a total annual cost of $13.6 million in Ontario, or an estimated $35.7 million in Canada. Severe ADRs were associated with sex, age, comorbid disease burden, multiple drugs, multiple pharmacies, newly prescribed drugs, recent ED visit, recent hospitalization and long-term care (LTC) residence.

Conclusions: ADRs are an important public health issue that threaten the safety of drug therapy and results in significant economic burden to the healthcare system. ED visits related to ADRs may be underestimated in retrospective studies using administrative data compared with prospective studies. Further research is needed to better understand the risk of experiencing severe ADRs among LTC residents.

[Pharmacoeconomic analysis of the treatment of methicillin-resistant Staphylococcus aureus with daptomycin or vancomycin]

INTRODUCTION

The increased morbidity, mortality and high costs associated with bacteremia caused by methicillin-resistant Staphylococcus aureus (MRSA) is a major public health problem. Pharmacoeconomic analysis was performed to compare the efficiency of daptomycin (DAP) against vancomycin (VAN) in the treatment of this infection.

METHODS

Retrospective, deterministic and probabilistic cost-effectiveness analysis. The effectiveness of the treatments was estimated from the results of a randomized clinical trial, which compared DAP (6 mg / kg IV daily) and VAN (1 g IV every 12 hours), both with or without gentamicin (1 mg / kg IV every 8 hours). Resource utilization was estimated from the clinical trial of the drug datasheets and Spanish sources, the unit costs were obtained also from Spanish sources. Monte Carlo probabilistic analysis and deterministic analysis were performed.

RESULTS

The clinical trial cure rates were higher with DAP (44.4%, 95% CI 43.5 to 45.4%) than with VAN (31.8%, 95% CI 30.9 to 32.7%) not statistically significant (p = 0.2203) but with economic impact. With DAP would occur less costs due to treatment failure (rescue antibiotics, additional tests, prolonged hospital stay and adverse reactions) than with VAN. In the base case the average cost of disease per patient was € 12,329 to € 12,696 with DAP and VAN (difference of 367 €). DAP treatment was dominant (more effective, with lower costs than VAN) both in the deterministic and probabilistic analysis. In the Monte Carlo simulation, DAP was the most cost-effective treatment in 100% of the 10,000 simulations, for a willingness to pay € 12,000 per additional cure (approximate cost of MRSA bacteraemia episode).

CONCLUSIONS

According to this model, daptomycin is more cost-effective than vancomycin in treating MRSA bacteremia. The higher cost of acquisition of daptomycin does not imply a higher cost of treating this infection.

Costs of adverse drug events in German hospitals--a microcosting study

OBJECTIVE

In Germany, only limited data are available to quantify the attributable resource utilization associated with adverse drug events (ADEs). The aim of this study was twofold: first, to calculate the direct treatment costs associated with ADEs leading to hospitalization and, second, to derive the excess costs and extra hospital days attributable to ADEs of inpatient treatments in selected German hospitals.

METHODS

This was a retrospective and medical record-based study performed from the hospitals' perspective based on administrative accounting data from three hospitals (49,462 patients) in Germany. Total treatment costs ("analysis 1") and excess costs (i.e., incremental resource utilization) between patients suffering from an ADE and those without ADEs were calculated by means of a propensity score-based matching algorithm ("analysis 2").

RESULTS

Mean treatment costs ("analysis 1") of ADEs leading to hospitalization (n = 564) were €1,978 ± 2,036 (range €191-18,147; median €1,446; €843-2,480 [Q1-Q3]). In analysis 2, the mean costs of inpatients suffering from an ADE (n = 1,891) as a concomitant disease or complication (€5,113 ± 10,059; range €179-246,288; median €2,701; €1,636-5,111 [Q1-Q3]) were significantly higher (€970; P < 0.0001) than those of non-ADE inpatients (€4,143 ± 6,968; range €154-148,479; median €2,387; €1,432-4,701 [Q1-Q3]). Mean inpatient length of stay of ADE patients (12.7 ± 17.2 days) and non-ADE patients (9.8 ± 11.6 days) differed by 2.9 days (P < 0.0001). A nationwide extrapolation resulted in annual total treatment costs of €1.058 billion.

CONCLUSIONS

This is one of the first administrative data-based analyses calculating the economic consequences of ADEs in Germany. Further efforts are necessary to improve pharmacotherapy and relieve health care payers of preventable treatment costs.

Economic burden of toxicities associated with metastatic colorectal cancer treatment regimens containing monoclonal antibodies

OBJECTIVES

Little is known about toxicity-related costs of monoclonal antibody treatments in metastatic colorectal cancer. This study aimed to identify toxicities associated with bevacizumab, cetuximab, and panitumumab and estimate the direct costs of these toxicities.

METHODS

Grade 3 and 4 toxicities were identified by a comprehensive literature search. Inpatient costs were estimated using ICD-9 codes and 2007 Medicare payments from the Healthcare Cost and Utilization Project database; costs were converted to 2010 dollars. Outpatient costs were estimated by applying 2010 Medicare reimbursement rates to resource use assumptions (based on in-depth clinical interviews).

RESULTS

Toxicities associated with bevacizumab included hypertension, arterial thrombosis, hemorrhage, gastrointestinal (GI) perforation, fistula, and wound-healing complications; toxicities associated with cetuximab and panitumumab included skin rash, hypomagnesemia, and infusion reactions. The inpatient cost per event was highest for GI perforation (USD 32,443), followed by fistula (USD 29,062), arterial thrombosis (USD 20,346), and wound-healing complications (USD 13,240), while inpatient costs per event for hypomagnesemia and skin rash were among the lowest. The cost per event of toxicities treated in the outpatient setting included USD 185 for skin rash up to USD 585 for wound-healing complications.

LIMITATIONS

Treatment costs of toxicities for the outpatient setting were determined using assumptions validated by clinicians, and unit costs were based on Medicare reimbursement rates, which are often lower than the reimbursement rates for commercial health insurance plans. Toxicities included were only grades 3 and 4 adverse events and might be limited by differences between clinical studies.

CONCLUSIONS

Monoclonal antibodies have different toxicity profiles and the costs associated with managing these toxicities vary greatly.

Anticoagulation-associated adverse drug events

PURPOSE

Anticoagulant drugs are among the most common medications that cause adverse drug events (ADEs) in hospitalized patients. We performed a 5-year retrospective study at Brigham and Women's Hospital to determine clinical characteristics, types, root causes, and outcomes of anticoagulant-associated ADEs.

METHODS

We reviewed all inpatient anticoagulant-associated ADEs, including adverse drug reactions (ADRs) and medication errors, reported at Brigham and Women's Hospital through the Safety Reporting System from May 2004 to May 2009. We also collected data about the cost associated with hospitalizations in which ADRs occurred.

RESULTS

Of 463 anticoagulant-associated ADEs, 226 were medication errors (48.8%), 141 were ADRs (30.5%), and 96 (20.7%) involved both a medication error and ADR. Seventy percent of anticoagulant-associated ADEs were potentially preventable. Transcription errors (48%) were the most frequent root cause of anticoagulant-associated medication errors, while medication errors (40%) were a common root cause of anticoagulant-associated ADRs. Death within 30 days of anticoagulant-associated ADEs occurred in 11% of patients. After an anticoagulant-associated ADR, most hospitalization expenditures were attributable to nursing costs (mean $33,189 per ADR), followed by pharmacy costs (mean $7451 per ADR).

CONCLUSION

Most anticoagulant-associated ADEs among inpatients result from medication errors and are, therefore, potentially preventable. We observed an elevated 30-day mortality rate among patients who suffered an anticoagulant-associated ADE and high hospitalization costs following ADRs. Further quality improvement efforts to reduce anticoagulant-associated medication errors are warranted to improve patient safety and decrease health care expenditures.

[Direct costs and hospital morbimortality impact from preventable adverse drug events]

INTRODUCTION

Implementing pharmacovigilance activities consists of monitoring and assessment of activities related to medical attention. However, additional data are necessary to identify conditions where care quality can be improved. Therefore, a focus on adverse drug events analysis from a prevention and economic perspective is needed, with emphasis on its local impact.

OBJECTIVE

Preventable adverse drug events were summarized to establishing their impact on morbidity and mortality, as well as to estimate the ensuing economic burden.

MATERIALS AND METHODS

The data were gathered from a level 3 hospital (high complexity), located in Bogotá, Colombia, where specific pharmacovigilance activities were recorded in 2007. Patient charts were reviewed to characterize adverse drug events according to their causality, severity and preventability. Direct costs were estimated by grouping diagnostic tests, length of hospitalization, procedures and additional drugs required.

RESULTS

The charts of 283 patients and 448 reports were analyzed. These data indicated that 24.8% of adverse drug events were preventable and that an associated mortality of 1.1% had occurred. The associated direct costs were between USD $16,687 and $18,739. Factors more commonly associated with preventability were drug-drug interactions, as well as inappropriate doses and unsuitable frequencies at which the drugs were administrated.

CONCLUSIONS

The data recommended that actions be taken to decrease preventable adverse drug events, because of negative impact on patient´s health, and unnecessary consumption of healthcare resources.

Incidence and cost estimate of treating pediatric adverse drug reactions in Lagos, Nigeria

CONTEXT AND OBJECTIVES

Adverse drug reactions (ADRs) may cause prolonged hospital admissions with high treatment costs. The burden of ADRs in children has never been evaluated in Nigeria. The incidence of pediatric ADRs and the estimated cost of treatment over an 18-month period were determined in this study.

DESIGN AND SETTING

Prospective observational study on children admitted to the pediatric wards of the Lagos State University Teaching Hospital (LASUTH) in Nigeria, between July 2006 and December 2007.

METHODS

Each patient was assessed for ADRs throughout admission. Medical and non-medical costs to the hospital and patient were estimated for each ADR by reviewing the medical and pharmacy bills, medical charts and diagnostic request forms and by interviewing the parents. Cost estimates were performed in 2007 naira (Nigeria currency) from the perspectives of the hospital (government), service users (patients) and society (bearers of the total costs attributable to treating ADRs). The total estimated cost was expressed in 2007 United States dollars (USD).

RESULTS

Two thousand and four children were admitted during the study; 12 (0.6%) were admitted because of ADRs and 23 (1.2%) developed ADR(s) during admission. Forty ADRs were suspected in these 35 patients and involved 53 medicines. Antibiotics (50%) were the most suspected medicines. Approximately 1.83 million naira (USD 15,466.60) was expended to manage all the patients admitted due to ADRs.

CONCLUSIONS

Treating pediatric ADRs was very expensive. Pediatric drug use policies in Nigeria need to be reviewed so as to discourage self-medication, polypharmacy prescription and sales of prescription medicines without prescription.