Using multilevel models for assessing the variability of multinational resource use and cost data

2005 ◽  
Vol 14 (2) ◽  
pp. 185-196 ◽  
Author(s):  
Richard Grieve ◽  
Richard Nixon ◽  
Simon G. Thompson ◽  
Charles Normand
Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 5576-5576 ◽  
Author(s):  
Marie-Pierre Desrosiers ◽  
Krista A. Payne ◽  
Jean-Francois Baladi

Abstract Background: Patients suffering from β-thalassemia or sickle cell disease require on-going blood transfusions. Chronic transfusion, however, results in iron overload, which if not removed by iron chelation therapy (ICT), causes organ damage. Deferoxamine (DFO) is currently the standard of care for ICT, but many patients do not adhere to therapy possibly because of the need for almost daily infusions lasting 8 to 10 hours each. Rationale: While the impact of current care on clinical and patient outcomes is generally understood, less is known about the total cost of DFO therapy. Objectives: To identify a complete set of cost items to inform the development of an ICT related Resource Use Questionnaire (RUQ) for administration in an international cohort study of the actual cost of ICT in practice; and to obtain a preliminary, literature-based estimate of total annual per patient costs of ICT. Methods: A search of the literature (EMB Reviews; Scirus and Ovid Medline (1996+); PubMed (1995+) was performed using the following key words: thalassemia, sickle cell disease, myelodysplastic syndrome, cost, iron chelation, Desferal, deferoxamine, resource use, reimbursement and compliance. Cost items were extracted from eligible studies to create an aggregated, composite set of ICT-related variables to which unit costs (2004/2005 USD) were applied. Results: Of 396 abstracts obtained, all but 96 were excluded because ICT cost data were lacking. Of those retained, only 4 studies (1 Israël;1 US;2 UK) reported ICT-related costs (1 lifetime;3 annual). Cost variables differed markedly among studies each focusing on some specific aspect. The application of unit costs to the composite list of ICT-related variables and associated resource use profiles reveal that total annual per patient ICT costs may be as high as $7,487 to $15,836 (£4,191 to £8,865) depending on age. The cost of DFO accounts for only 16%–31% of these estimated total costs, with the balance accounted for by other annual ancillary expenditures such as equipment and supplies, monitoring, and home health care services. Total costs could well be underestimated given that component lifetime costs such as DFO treatment complications, the clinical sequelae of poor adherence to DFO, and the indirect costs of lost productivity were not included. Cost estimates will be supplemented and validated at the time of abstract presentation by the resource use and unit cost data generated by the RUQ employed in the aforementioned international cohort study. Conclusions: Estimated total costs of ICT are substantial and well exceed the cost of DFO alone. A paucity of published data related to the total costs of ICT underscores the need for additional ICT cost data from actual practice to better understand the economic impact of novel ICT agents.


Author(s):  
Jan Weyerstraß ◽  
Barbara Prediger ◽  
Edmund Neugebauer ◽  
Dawid Pieper

Abstract Aim In this study cost data of patientʼs first and second opinion of a German second opinion program of patients with orthopedic indications are raised and compared. Methods Anonymized patient data were used from a second opinion program gathered in the period from 2013 to 2015. Costs of the first and second opinion were raised using DRG, the EBM catalog, the remuneration agreement on physical therapy and the price of drugs. In order to increase transferability, initial therapy recommendation and second opinion were compared in a cost analysis to determine a theoretical savings potential. Results A total of 170 consecutive patients with orthopedic indication and first and second opinion were analyzed in this study. Only one out of three initial therapy recommendations was confirmed by the second opinion. In the second opinion, physiotherapy and pain therapy were often suggested for indications which received a surgery referral by the initial therapy recommendation. In scenario 1 (average resource use), the costs of the first therapy recommendation in median was 5020.96 € (IQR = 961.71 – 7342.66), the second opinion was 322.07 € (IQR = 146.39 – 1341.32). In median, the operation costs of the initial therapy recommendation were equal to 156.12 physiotherapeutic sessions and 26.02 N3 packs Ibuprofen 800. Conclusion Therapy costs for the initial therapy recommendation are clearly exceeding the therapy costs of the second opinion. This assumes a potential to reduce therapy costs with the use of a second opinion. This study lays the foundation to carry out further conclusive analyses concerning this matter.


1996 ◽  
Vol 12 (4) ◽  
pp. 714-720 ◽  
Author(s):  
Kathryn Rigby ◽  
Christopher Silagy ◽  
Alan Crockett

AbstractThe ability to extract information on resource use from randomized controlled trials can provide the groundwork for systematically compiling health economic reviews of health interventions. A review of the brief smoking interventions in general practice demonstrates that not all the necessary information can be extrapolated from these trials, and cost data will have to be supplemented from other sources.


2001 ◽  
Vol 120 (5) ◽  
pp. A634-A634
Author(s):  
P JHINGRAN ◽  
J RICCI ◽  
M MARKOWITZ ◽  
S GORDON ◽  
A ASGHARIAN ◽  
...  

Methodology ◽  
2018 ◽  
Vol 14 (3) ◽  
pp. 95-108 ◽  
Author(s):  
Steffen Nestler ◽  
Katharina Geukes ◽  
Mitja D. Back

Abstract. The mixed-effects location scale model is an extension of a multilevel model for longitudinal data. It allows covariates to affect both the within-subject variance and the between-subject variance (i.e., the intercept variance) beyond their influence on the means. Typically, the model is applied to two-level data (e.g., the repeated measurements of persons), although researchers are often faced with three-level data (e.g., the repeated measurements of persons within specific situations). Here, we describe an extension of the two-level mixed-effects location scale model to such three-level data. Furthermore, we show how the suggested model can be estimated with Bayesian software, and we present the results of a small simulation study that was conducted to investigate the statistical properties of the suggested approach. Finally, we illustrate the approach by presenting an example from a psychological study that employed ecological momentary assessment.


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