PubMed Health⌕ Search

SEARCH · PubMed Health

Results for “Estimation Technics”

Explore indexed PubMed citations for clinical trials, systematic reviews and public health research. Read source abstracts and follow each citation to its original PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 19 recordsLinked to original sources

Estimating technical efficiency in the hospital sector with panel data: a comparison of parametric and non-parametric techniques.

BACKGROUND: Policy makers are increasingly interested in developing performance indicators that measure hospital efficiency. These indicators may give the purchasers of health services an additional regulatory tool to contain health expenditure. OBJECTIVE: Using panel data, this study compares different parametric (econometric) and non-parametric (linear programming) techniques for the measurement of a hospital's technical efficiency. METHOD: This comparison was made using a sample of 17 Italian hospitals in the years 1996-9. RESULTS: Highest correlations are found in the efficiency scores between the non-parametric data envelopment analysis under the constant returns to scale assumption (DEA-CRS) and several parametric models. Correlation reduces markedly when using more flexible non-parametric specifications such as data envelopment analysis under the variable returns to scale assumption (DEA-VRS) and the free disposal hull (FDH) model. Correlation also generally reduces when moving from one output to two-output specifications. CONCLUSIONS: This analysis suggests that there is scope for developing performance indicators at hospital level using panel data, but it is important that extensive sensitivity analysis is carried out if purchasers wish to make use of these indicators in practice.

Cost Control↗

A comparison of two methods for estimating the technical costs of external beam radiation therapy.

PURPOSE: To accurately assess the cost-effectiveness of treatment with external beam radiation, it is necessary to have accurate estimates of its cost. One of the most common methods for estimating technical costs has been to convert Medicare charges into costs using Medicare Cost-to-Charge Ratios (CCR). More recently, health care organizations have begun to invest in sophisticated cost-accounting systems (CAS) that are capable of providing procedure-specific cost estimates. The purpose of this study was to examine whether these competing approaches result in similar cost estimates for four typical courses of external beam radiation therapy (EBRT). METHODS AND MATERIALS: Technical costs were estimated for the following treatment courses: 1) a palliative "simple" course of 10 fractions using a single field without blocks; 2) a palliative "complex" course of 10 fractions using two opposed fields with custom blocks; 3) a curative course of 30 fractions for breast cancer using tangent fields followed by an electron beam boost; and 4) a curative course of 35 fractions for prostate cancer using CT-planning and a 4-field technique. Costs were estimated using the CCR approach by multiplying the number of units of each procedure billed by its Medicare charge and CCR and then summing these costs. Procedure-specific cost estimates were obtained from a cost-accounting system, and overall costs were then estimated for the CAS approach by multiplying the number of units billed by the appropriate unit cost estimate and then summing these costs. All costs were estimated using data from 1997. The analysis was also repeated using data from another academic institution to estimate their costs using the CCR and CAS methods, as well as the appropriate relative value units (RVUs) and conversion factor from the 1997 Medicare Fee Schedule to estimate Medicare reimbursement for the four treatment courses. RESULTS: The estimated technical costs for the CCR vs. CAS approaches for the four treatment courses were as follows: palliative "simple" $1,285 vs. $1,195; palliative "complex" $2,345 vs. $1,769; curative breast $6,757 vs. $4,850; and curative prostate $9,453 vs. $7,498. Accordingly, the CCR estimates were 8%, 33%, 39%, and 26% higher than the CAS cost estimates, respectively. The primary cause of the difference between the estimates was the daily cost of delivering a "complex" treatment. In fact, if corrected the difference between the estimates fell to 0%, 1%, 4%, and 0%, respectively. Similar results were observed for both methods when the analysis was repeated using data from another academic institution. Medicare reimbursement was also slightly lower than, but remarkably close to, the costs estimated by the CAS approach. CONCLUSIONS: For "complex" treatment courses, which represent the vast majority of external beam treatments, technical costs estimated using the CCR approach appear to be significantly higher than those estimated using procedure-specific cost estimates. Because cost-effectiveness analyses of radiation therapy tend to be sensitive to the cost of treatment, the use of higher costs will result in radiation therapy appearing less cost-effective.

Cost-Benefit Analysis↗

Technical note: Estimating parameters of nonlinear segmented models.

The objective of this technical note is to develop an applied technique to estimate parameters using the Statistical Analysis System's nonlinear procedure (SAS PROC NLIN) for segmented models that have a change point or lag as one of the parameters. The goal is to select good starting values for the parameters near the global minimum or at least near a lower local minimum compared with what might be achieved using traditional starting values. The model used was f1 (t) = B1 + B4 if t < or = B3 and f2(t) = B1*exp[-B2*(t - B3)] + B4 if t > B3, where B1, B2, B3, and B4 are the parameters that require estimates, B3 is the change point or lag, and t = time. This technical note illustrates the solution when a traditional grid search for starting values is used and demonstrates a modified technique where starting values are systemically determined by fixing B3 over a range of reasonable values and then using the parameters from the solution with the lowest residual sums of squares as the starting values for the final solution. The modified method resulted in a lower square root of mean square error compared with the traditional method. The estimates for B3 (lag) were 3.5 for the modified method compared with 4.5 for the traditional method. This technique works well when using the SAS PROC NLIN procedure but can be modified to work with other statistical packages.

Models, Statistical↗

Technical note: estimating statistical power of mixed models used in dairy nutrition experiments.

Statistical power is defined as the probability of correctly rejecting the null hypothesis. Power calculations may be useful in planning experiments. The objective of this technical note is to outline an applied method that estimates statistical power of a dairy nutrition experiment that employs a Latin square as the experimental design. Because the SAS MIXED procedure (PROC MIXED) is commonly used to analyze data sets, this note outlines basic programming procedures that may be used to estimate statistical power of a mixed model using this procedure.

Animal Nutritional Physiological Phenomena↗

Simple screening technic to estimate postoperative narcotic use.

The General Health Questionnaire, a 30-item, self-response inventory, identified individuals who required significantly more pain medication after elective cholecystectomy. The questionnaire is well tolerated by surgical patients and is easy to score. It can identify those individuals prone to request excessive narcotic medication postoperatively.

Adult↗

Technical note. Estimated electrode operating conditions of the first London Mk V implanted stimulator.

The electrodes of an implanted stimulator must be operated in such a way that the task of converting an electron current in metal to an ion current in tissue is achieved without release of noxious chemical species into the tissue, and without significant corrosion of the electrode metal. Both these effects depend on the charge density at which the electrodes are operated. In bringing a newly designed multichannel stimulator into service, the charge densities can only be known when the operating stimulus strengths have been determined. Even then, unless the stimulator is arranged to telemeter out what it is doing, any charge-density figures obtained have the character of estimates, rather than measurements. The first London Mk. V stimulator is used to enable a paraplegic woman to stand up. This note provides estimates of the average charge density and corrosion rate for the Pt--Ir electrodes used. These fall within limits which we believe to be generally accepted as safe.

Adult↗