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Author(s):  
Scott Biggerstaff ◽  
Jessica L. Markham ◽  
Jeffrey C. Winer ◽  
Troy Richardson ◽  
Kathleen J. Berg

OBJECTIVES: High flow nasal cannula (HFNC) is increasingly used for children hospitalized with bronchiolitis. We aimed to validate identification of HFNC use in a national database, then compare resource utilization among children treated with and without HFNC. METHODS: In this cross-sectional, multicenter study, we obtained clinical and resource utilization data from the Pediatric Health Information System (PHIS) database for healthy children aged 1 to 24 months admitted for bronchiolitis. We assessed HFNC use based on a combination of billing codes and reviewed charts at 2 hospitals to determine their accuracy. We compared costs, length of stay, and readmissions between the HFNC and no HFNC groups at hospitals utilizing the HFNC codes. RESULTS: The PHIS codes demonstrated 90.4% sensitivity and 99.3% specificity to detect HFNC use as verified by chart review at 2 hospitals. However, only 24 of 51 PHIS hospitals used these codes for ≥1% of patients with bronchiolitis. Within those hospitals, children treated with HFNC had greater total costs ($7054 vs $4544; P < .001), greater daily costs ($2922 vs $2613; P < .001), and longer length of stay (57.6 vs 41.6 hours; P < .001). Those treated with HFNC were less likely to be readmitted at 3 and 7 days (P < .001), but by 14 days, readmissions were similar in the 2 groups. CONCLUSIONS: Billing codes for HFNC are inconsistently applied across PHIS hospitals; however, among those hospitals that routinely apply these codes, HFNC was associated with more intense resource utilization. Standardization of billing practices for HFNC would allow future study to more broadly describe the value of HFNC.


Author(s):  
Sruti Pisharody ◽  
Matthew P. Rubach ◽  
Manuela Carugati ◽  
William L. Nicholson ◽  
Jamie L. Perniciaro ◽  
...  

Q fever and spotted fever group rickettsioses (SFGR) are common causes of severe febrile illness in northern Tanzania. Incidence estimates are needed to characterize the disease burden. Using hybrid surveillance—coupling case-finding at two referral hospitals and healthcare utilization data—we estimated the incidences of acute Q fever and SFGR in Moshi, Kilimanjaro, Tanzania, from 2007 to 2008 and from 2012 to 2014. Cases were defined as fever and a four-fold or greater increase in antibody titers of acute and convalescent paired sera according to the indirect immunofluorescence assay of Coxiella burnetii phase II antigen for acute Q fever and Rickettsia conorii (2007–2008) or Rickettsia africae (2012–2014) antigens for SFGR. Healthcare utilization data were used to adjust for underascertainment of cases by sentinel surveillance. For 2007 to 2008, among 589 febrile participants, 16 (4.7%) of 344 and 27 (8.8%) of 307 participants with paired serology had Q fever and SFGR, respectively. Adjusted annual incidence estimates of Q fever and SFGR were 80 (uncertainty range, 20–454) and 147 (uncertainty range, 52–645) per 100,000 persons, respectively. For 2012 to 2014, among 1,114 febrile participants, 52 (8.1%) and 57 (8.9%) of 641 participants with paired serology had Q fever and SFGR, respectively. Adjusted annual incidence estimates of Q fever and SFGR were 56 (uncertainty range, 24–163) and 75 (uncertainty range, 34–176) per 100,000 persons, respectively. We found substantial incidences of acute Q fever and SFGR in northern Tanzania during both study periods. To our knowledge, these are the first incidence estimates of either disease in sub-Saharan Africa. Our findings suggest that control measures for these infections warrant consideration.


Author(s):  
Ina-Maria Rückert-Eheberg ◽  
Michael Nolde ◽  
Nayeon Ahn ◽  
Martin Tauscher ◽  
Roman Gerlach ◽  
...  

Abstract Purpose The German annual drug prescription-report has indicated overuse of proton pump inhibitors (PPIs) for many years; however, little was known about the characteristics of people using PPIs. This study aimed to provide comprehensive utilization data and describe frequencies of potential on- and off-label PPI-indications in Bavaria, Germany. Methods Claims data of statutorily insured people from 2010 to 2018 were used. Defined daily doses (DDDs) of PPIs by type of drug, prevalence of PPI-use and DDDs prescribed per 1000 insured people/day were analyzed. For 2018, proportions of users and DDDs per 1000 insured people were calculated by age and sex. To elucidate changes in prescribing practices due to a suspected drug-drug interaction, we examined co-prescribing of clopidogrel and PPIs between 2010 and 2018. For PPI new users, sums of DDDs and frequencies of potential indications were examined. Results PPI prescribing increased linearly from 2010 to 2016 and gradually decreased from 2016 to 2018. In 2018, 14.7% of women and 12.2% of men received at least one prescription, and 64.8 DDDs (WHO-def.) per 1000 insured people/day were prescribed. Overall, omeprazole use decreased over the observation period and was steadily replaced by pantoprazole, especially when co-prescibed with clopidogrel. An on-label PPI-indication was not reported at first intake in 52.0% of new users. Conclusions The utilization of prescribed PPIs has decreased since 2016. However, a large proportion of new PPI-users had no documentation of a potential indication, and the sums of DDDs prescribed often seemed not to comply with guidelines.


2021 ◽  
Vol 5 (Supplement_1) ◽  
pp. 100-101
Author(s):  
Maria Pisu ◽  
Roy Martin ◽  
Liang Shan ◽  
Giovanna Pilonieta ◽  
Richard Kennedy ◽  
...  

Abstract We examined racial/ethnic (R/E) differences in health care utilization among older adults with Alzheimer’s disease and related dementia (ADRD) from US Deep South [DS] and non-DS, and individual or context-level factors that affect this utilization. Data were 2013-2015 claims for Medicare beneficiaries with ADRD; county-level data were used to define context-level covariates; adjusted analyses were conducted separately for DS and non-DS. Across R/E groups, 33%-43% in DS, 43%-50% in non-DS used ADRD specialists; 47%-55% in DS, 41%-48% in non-DS used ADRD drugs; 42.9%-53.4% in DS, 42%-51.8% in non-DS had hospitalizations in a one-year follow-up. R/E differences were not significant, with few exceptions. Comorbidities, poverty, and medical resources availability were associated with specialist use and hospitalizations; comorbidities and specialist use were associated with drug use. In non-DS only, other individual, context-level covariates were associated with health care outcomes. Research should further examine determinants of health care utilization in these populations.


2021 ◽  
Vol 6 (2) ◽  
pp. 244-261
Author(s):  
Markus Iyus Supiandi ◽  
Yakobus Bustami ◽  
Benediktus Ege ◽  
Hendrikus Julung ◽  
Florentina Rahayu Esti Wahyuni ◽  
...  

The use of medicinal plants by the Dayak Limbai tribe has been going on for a long time, it's just that knowledge related to the use of plants as medicinal ingredients has not been well documented. The aims of this study are 1) to identify plant species that have the potential as medicinal ingredients; 2) describe the part of the medicinal plant used; 3) describe how to use plants as medicine by the Dayak Limbai people. This research was conducted with a qualitative descriptive approach. The data collected consisted of the diversity of medicinal plants (local names of medicinal plants, scientific names of medicinal plants, medicinal plant families, parts used, and their utilization). Data collection using structured interview sheets. Data analysis using content analysis. The results obtained as many as 82 types of plants used to treat 64 types of diseases. The most widely used plant species by the Dayak Limbai people are from the Zingiberaceae family.


Author(s):  
Manraj N. Kaur ◽  
Donald M. Arnold ◽  
Nancy M. Heddle ◽  
Richard John Cook ◽  
Cyrus C Hsia ◽  
...  

Eltrombopag has been shown to be non-inferior to intravenous immunoglobulin (IVIG) for improving perioperative platelet counts in patients with immune thrombocytopenia (ITP) in a randomized trial; thus, cost is an important factor for treatment and policy decisions. We used patient-level data from the trial to conduct a cost-effectiveness analysis comparing perioperative eltrombopag 50mg daily starting dose, with IVIG 1 or 2g/kg (according to local practice) from a Canadian public healthcare payer's perspective over the observation period, from preoperative day 21 to postoperative day 28. Resource utilization data were obtained from the trial data (eltrombopag, n=38; IVIG, n=36) and unit costs were collected from the Ontario Schedule of Benefits, Ontario Drug Formulary, and secondary sources. All costs were adjusted to 2020 Canadian dollars. We calculated the incremental cost per patient for all patients randomized. Uncertainty was addressed using non-parametric bootstrapping. The use of perioperative eltrombopag for patients with ITP resulted in a cost-saving of $413 Canadian dollars per patient. Compared with IVIG, the probability of eltrombopag being cost-effective was 70% even with zero willingness to pay. In a sensitivity analysis based on IVIG dose, we found that with the higher dose of IVIG (2g/kg), eltrombopag saved $2,714 per patient; whereas with the lower dose of IVIG (1g/kg), eltrombopag had a higher mean cost of $562 per patient. In summary, based on data from the randomized trial that demonstrated non-inferiority, the use of eltrombopag for the management of ITP in the perioperative setting was less costly than IVIG.


Author(s):  
LAERTA KAKARIQI ◽  
SOKRAT XHAXHO ◽  
LEONARD DEDA ◽  
GENTIAN VYSHKA

Objective: The aim of this paper is to evaluate 6‐year trends in community use of prescribed opioid analgesics in Albania, using the Anatomic Therapeutic Chemical Classification-Defined Daily Dose methodology. Methods: We collected the data from the database of the Health Insurance Institute (HII). Analysis of the data includes the period 2014–2019; also, we analyzed the data of import and domestic production of drugs, which represent the real consumption of drugs in the country. These data were subsequently involved in a comparative analysis of the utilization data according to the HII. Results: We report a 2.5 fold increase in opioid utilization over the study period. The maximal rise in consumption refers to fentanyl, oxycodone, and tramadol. Meanwhile, the maximal values of consumption refer to strong opiate, morphine. We note that around 30% of the consumption of this class flows out of the scheme. Furthermore, around 25% of consumption of morphine and oxycodone flows out of scheme too. Meanwhile, the tramadol consumption runs out of the scheme over 200%. Conclusions: The outcomes indicate that patients in Albania have low access to opioids medications mainly because of low opioids availability. A strong opiophobia among the population and the medical professionals constitutes one of the major impediments for efficient palliative care.


2021 ◽  
Vol 2 (4) ◽  
pp. 434-447
Author(s):  
Shunsuke Kido ◽  
Ryuji Sakamoto ◽  
Masayoshi Aritsugi

There are a lot of reviews in the Internet, and existing explainable recommendation techniques use them. However, how to use reviews has not been so far adequately addressed. This paper proposes a new exploiting method of reviews in explainable recommendation generation. Our new method makes use of not only reviews written but also those referred to by users. This paper adopts two state-of-the-art explainable recommendation approaches and shows how to apply our method to them. Moreover, our method in this paper considers the possibility of making use of reviews which do not provide detailed review utilization. Our proposal can be applied to different explainable recommendation approaches, which is shown by adopting the two approaches, with reviews that do not necessarily provide their detailed utilization data. The evaluation with using Amazon reviews shows an improvement of the two explainable recommendation approaches. Our proposal is the first attempt to make use of reviews which are written or referred to by users in generating explainable recommendation. Particularly, this study does not suppose that reviews provide their detailed utilization data.


2021 ◽  
Vol 2 (3) ◽  
pp. 344-352
Author(s):  
Syahidan Mushab Al Zikri

This research was conducted on the basis of the need for a data management system of zakat, infaq and alms recipients that can be used to manage the utilization data (PDG) on IZI Lampung. In the construction of this system using the waterfall model method, as well as system analysts who run using PIECES analysis. Data collection by way of interviews and observations on IZI Lampung. PIECES analysis is used to make comparisons between the old system and the new system to be created as well as determine the analysis of functional needs, and non-functional needs. This data management system is designed with UML (Unified Modeling Language) system development tools consisting of use case diagrams, activity diagrams, sequence diagrams and class diagrams. In creating this system using mySQL database and text editor sublime text 3 by using laravel framework and PHP programming language. In this system there is a data input system, data search, data editing, data updates and report collection that makes it easier for users to find data, change data and update the desired data


2021 ◽  
Vol 39 (28_suppl) ◽  
pp. 15-15
Author(s):  
David Michael Waterhouse ◽  
Caleb Burdette ◽  
Dan Davies ◽  
David R. Drosick ◽  
Molly Mendenhall

15 Background: Biosimilars are clinically equivalent and highly similar to brand yet cost significantly less. Financial savings are shared by patients, practices and payers, ranging anywhere from 21-24% based on 10/01/20 ASP data from CMS. The effective conversion to biosimilar products is vitally important to total cost-of-care savings and can be achieved without negatively affecting patient outcomes. Physician understanding and confidence in biosimilar products is seen as a major conversion barrier. Methods: Interchangeability is an FDA designation that allows generic drugs to be substituted for reference drugs at the pharmacy, without a physician’s consent. Currently no biosimilar has that FDA approval for interchangeability. Building on previous pharmacy auto-substitution processes with therapeutic interchange, a formalized biosimilar policy and SOP was developed to automate conversion from the reference biologic product to the P&T/Physician approved biosimilar. Workflow changes were instituted to alleviate the provider burden of patient-by-patient decisions and placed them with the pharmacy review team. Full staff support and understanding on biosimilar usage was endorsed through mandatory biosimilar education of physicians, advanced practice providers, pharmacists, nurses, financial navigators and prior authorization team members and tracked using meeting attendance and the online E-learning system. Patient education was verified using established teaching visits by tracking documentation in the electronic health record (EHR). Quantitative metrics and reports were developed to assist in tracking the number of unique patients receiving the brand or biosimilar agents. Billed product units per month were also tracked to facilitate auditing and assure accuracy. Baseline brand/biosimilar utilization data for Rituximab, Trastuzumab, and Bevacizumab was collected from July 1, 2019 through December 31, 2020. Results: During the baseline period of 7/01/19 – 12/31/19, biosimilar conversion ranged from 0% (trastuzumab) to 8.4% (rituximab). Following full staff education and physician consent, systematic auto-conversion to biosimilar products was initiated on January 1, 2020. Conversion rates based upon billed biosimilar units likewise improved from 11.7% (baseline) to 90.2% (2021 Q1) for rituximab, 8.4% to 87.4% for trastuzumab, and 0% to 90.0% for bevacizumab. Conclusions: Rapid and near-complete conversion from brand product to FDA approved biosimilar is feasible, measurable and can be scaled.[Table: see text]


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