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Prescribing indicators. Development and validation of guideline-based prescribing indicators as an instrument to measure the variation in the prescribing behaviour of general practitioners.

BACKGROUND: Differences in prescribing behaviour among general practitioners (GPs). AIM: To formulate and validate clinical prescribing indicators based on general practice guidelines. DESIGN: Validatory study. SETTING: Pharmacies and general practices in the Netherlands in 2003. PARTICIPANTS: A total of 379 pharmacies, 947 general practices and 3.8 million patients. METHODS: A total of 51 potential indicators were formulated, based on medicinal recommendations from the evidence-based guidelines of the Dutch College of General Practitioners and the corresponding recommendations from the Commission Pharmaceutical Help of the Health Care Insurance Board. These indicators were submitted to an expert panel to assess content validity. The panel assessment was analysed using the RAND-UCLA appropriateness method (RAM). Then, for the remaining indicators, it was assessed to what extent these could be used to determine the prescribing behaviour of GPs and the level to which this behaviour varies among GPs. This was done using a prescribing analyses and cost (PACT) database that was compiled from prescription databases from 379 pharmacies, with all prescriptions from 1,434 GPs over an entire year to 3.8 million patients. RESULTS: The panel considered 34 of the 51 potential indicators to be valid with respect to providing an adequate reflection of the central recommendations in the guideline and in terms of relevance with respect to health gain and/or efficiency. Of these 34 indicators, 20 revealed considerable differences in the prescribing behaviour of GPs. CONCLUSION: On the basis of existing general practice guidelines, 20 prescribing indicators could be formulated that were assessed by an expert panel to be sufficiently valid and which could also discriminate the prescribing behaviour of GPs as reflected in the prescription databases of pharmacies.

Databases, Factual↗

A comparison of Doppler ultrasound waveform indices in the umbilical artery--II. Indices derived from the mean velocity and first moment waveforms.

Umbilical artery Doppler recordings in both normal pregnancy and cases of fetal growth failure were processed by computer. Representative waveforms for the maximum velocity, mean velocity and first moment were obtained after ensemble averaging and correction for thump filtering. The same set of indices, which included the AB ratio, pulsatility index, rising slope and relative flow rate index, were calculated for each of the waveforms. The results were compared to identify differences which might arise in clinical practice if a waveform other than the usual (maximum velocity) was used. The ratio of the mean to the maximum velocity, which gives an indication of the velocity profile, was shown to be very error prone. The reproducibility of the mean velocity and first moment indices was inferior to that of the maximum velocity indices. The results from the different waveforms were highly correlated for normals for most indices. However, in the growth retarded group there was a tendency for the mean velocity and first moment indices to classify as normal studies classified as abnormal by the maximum velocity index. The values of indices derived from the first moment waveform were generally larger than the maximum and mean velocity values. For the relative flow rate index, where results were often different to the general trend, the values were more nearly equal.

Blood Flow Velocity↗

Regional indices of relative hepatic arterial perfusion from dynamic liver scintigraphy: the variability of indices and the use of parametric imaging.

Regional indices of relative arterial hepatic perfusion have been studied in 21 control subjects following dynamic radiocolloid scintigraphy of the liver (DLS). Three different indices have been calculated: the hepatic perfusion index (HPI); the hepatic arterial ratio (HAR) and the mesenteric fraction (MF). Three regions were defined in the upper, mid and lower right hepatic lobes and the three indices were calculated for each region. There was reasonable agreement between regional values of the same index with inter-regional correlation coefficients above 0.7 and standard errors in straight line fits of less than 0.093. There were significant regional differences for (1-MF) and HPI indices, but not for HAR. The index (1-MF) was calculated for each pixel and presented as a parametric image in 16 control subjects. The parametric images indicated the raised regional arterial indices due to overlying lung, right kidney and aorta. Parametric images may be of value to show the hepatic area free of significant overlying tissue and therefore available for analysis by DLS. However, the results suggest that the observed variability of single pixel indices limit the potential of parametric imaging for the localization of small focal lesions.

Humans↗

Does the addition of functional status indicators to case-mix adjustment indices improve prediction of hospitalization, institutionalization, and death in the elderly?

BACKGROUND: Case-mix adjustment is widely used in health services research to ensure that groups being compared are equivalent on variables predicting outcome. There has been considerable development and testing of comorbidity indices derived from diagnostic codes recorded in administrative databases, but increasingly, the benefit of clinical information and patient reported ratings of health and functional status is being recognized. One type of information that is highly valued but has so far not been captured by administrative health databases is functional status indicators (FSI). OBJECTIVE: The purpose of this study was to estimate the extent to which prediction of health outcomes can be improved on by including information on functional status indicators (FSI). RESEARCH DESIGN: The data for the current study was obtained from a clustered randomized trial evaluating computerized decision support for managing drug therapy in the elderly, conducted from 1997 to 1998. A total of 107 primary care physicians participated in this trial and 6465 of their patients (51%) completed a generic health status measure-the SF-12-before the intervention. C statistics and R were used to compare the predictive value of sociodemographic factors, 2 comorbidity indices, and 11 FSI predictor variables derived from the SF-12 and coded (possible for 8) using the International Classification of Functioning (ICF). RESULTS: Using stepwise logistic regression, FSI, particularly limitation in stair climbing or doing moderate activities like housework, were found to be strong and independent predictors of all outcomes, even after controlling for sociodemographics and comorbidity. CONCLUSION: This study indicates that FSI provided as robust a prediction of health events as did complex comorbidity indices. Additionally, the ICF coding system provides a mechanism whereby information on FSI could be incorporated into administrative databases through the use of electronic health records that include a health or functional status measure.

Activities of Daily Living↗

Decision-making in clinical practice: application of predictors, indicators and indices to the medical history obtained by a self-administered questionnaire.

A theoretical description of predictors, indicators, and health indices was presented in an earlier paper (Hall and Sebag, 1974). The application of predictors, indicators and health indices--including dynamic health indices--to anamnestic data obtained by a self-administered questionnaire is presented herein. Predictors and indicators showed a varying degree of 'decision-making significance' in the 122 questions examined. The health index distinguished between diagnosed individuals and those receiving no diagnosis(es). The dynamic health index was found to reflect changes in the health status of an individual over a period of time.

Decision Making↗

The variability and repeatability of indices derived from the single-breath diagram for CO2 in horses with chronic obstructive pulmonary disease and the effect of lobelin hydrochloride on these indices.

Several indices of ventilatory heterogeneity can be identified from the volumetric capnogram and its graphic presentation, the single-breath diagram for CO2 (SBD-CO2). Physiologically based indices of pulmonary function (VTE, VCO2, FACO2, VDBohr% VDBohr%, VD/VTE, A1/A2) were calculated for healthy horses (group I, n = 5) and for horses with subclinical (group II, n = 7) or clinically manifest chronic obstructive pulmonary disease (COPD) (group III, n = 8) during tidal breathing and after medication with lobelin hydrochloride (Lobelin). We investigated the variability and repeatability of the lung function indices in healthy horses and in those with COPD both during tidal breathing and after administration of Lobelin, a centrally acting respiratory stimulant. In particular, we were interested in whether the discriminating ability of SBD-CO2-derived lung function indices would be increased between different patient groups after administration of Lobelin compared to those for the resting values. Of the indices studied, VTE, FACO, VDBohr% and A1/A2 appeared to be those with good to excellent repeatability in discriminating healthy horses from those with COPD. Stimulating respiration with Lobelin gave no advantage in the repeatability of the lung function indices or in differentiating between horses with different degrees of COPD.

Animals↗

Indicated and non-indicated preterm delivery in twin gestations: impact on neonatal outcome and cost.

OBJECTIVE: To identify the etiology and impact of preterm delivery in twin gestations. STUDY DESIGN: Twin gestations delivered at 33.0 to 36.9 weeks were identified in a perinatal database, and categorized by indication for delivery. Deliveries were identified as indicated, or non-indicated (discretionary). Neonatal outcomes were measured by birth weight, length of stay, NICU admission, and ventilator utilization. Data were divided and analyzed by indicated or discretionary delivery, and gestational age at delivery. RESULTS: Analyzed were 3252 twin gestations (6504 infants), with 78% having indicated delivery. Of the 22% with discretionary delivery, nearly 40% required NICU admission. With each advancing week of gestation, there was a significant decrease in incidence of NICU admission and nursery days. CONCLUSION: The majority of preterm deliveries were indicated, though 22% were discretionary. It is vital to consider neonatal morbidity and costs related to gestational age when choosing discretionary delivery.

Adult↗

Prediction of the Hiestand bonding indices of binary powder mixtures from single-component bonding indices.

A priori predictions of the bonding indices of binary powder mixtures from the single-component indices were attempted. The binary mixtures were classified according to the mechanism of deformation of the single-components as plastic-plastic, brittle-brittle, and plastic-brittle. When the components of a binary mixture consolidated by the same mechanism (plastic-plastic and brittle-brittle mixtures), a straight line could be fit to a plot of bonding index versus composition. This linearity indicates that the bonding index can be reliably estimated by interpolation between the two single-component bonding indices. When the mixtures were such that one component was brittle while the other was plastic, a linear function did not fit the data. For these cases, a second-degree polynomial equation could be fit to a plot of bonding index versus composition. A combination of multiple linear regression and trial and error was used to generate a single generalized equation. For pairs of compounds wherein each compound has a different compaction mechanism, this new equation appears to allow satisfactory predictions of the bonding indices of mixtures with varying compositions using only the single-component bonding indices.

Drug Compounding↗

Nationwide continuous quality improvement using clinical indicators: the Danish National Indicator Project.

OBJECTIVE: In most countries there is no mandatory national system to track the quality of care delivered to the citizens. This paper describes an example of a national indicator project that aims at documenting and improving the quality of care nationwide. ANALYSIS: The Danish National Indicator Project was established in 2000 as a nationwide multidisciplinary quality improvement project. From 2000 to 2002, disease-specific clinical indicators and standards were developed for six diseases (stroke, hip fracture, schizophrenia, acute gastrointestinal surgery, heart failure, and lung cancer). Indicators and standards have been implemented in all clinical units and departments in Denmark treating patients with the six diseases, and participation is mandatory. All clinical units and departments receive their results every month. National and regional audit processes are organized to explain the results and to prepare implementation of improvements. All results are published in order to inform the public, and to give patients and relatives the opportunity to make informed choices. CONCLUSION: The surveillance of health care quality is greatly aided by the use of relevant quantitative indicators. This paper describes how it is possible to organize nationwide monitoring using clinical indicators.

Delivery of Health Care↗

Dietary creatine supplementation does not affect some haematological indices, or indices of muscle damage and hepatic and renal function.

BACKGROUND: The use of creatine (Cr) as a nutritional supplement to aid athletic performance has gained widespread popularity among athletes. However, concerns have recently been expressed over potentially harmful effects of short and long term Cr supplementation on health. METHODS: Forty eight young healthy subjects were randomly allocated to three experimental protocols aimed at elucidating any potential health risks associated with five days (20 g/day) to nine weeks (3 g/day) of Cr supplementation. Venous blood samples were collected before and after periods of Cr supplementation and were analysed for some haematological indices, and for indices of hepatic, muscular, and renal dysfunction. FINDINGS: All measured indices were well within their respective normal range at all times. Serum creatinine concentration tended to be increased the day after Cr supplementation. However, values had returned to baseline six weeks after the cessation of supplementation. These increases were probably attributable to increased creatinine production rather than renal dysfunction. No indication of impairment to the haematological indices measured, hepatic function, or muscle damage was apparent after Cr supplementation. INTERPRETATION: These data provide evidence that there are no obvious adverse effects of acute or more chronic Cr supplementation on the haematological indices measured, nor on hepatic, muscle, and renal function. Therefore there is no apparent health risk associated with Cr supplementation to healthy people when it is ingested in quantities that have been scientifically proven to increase muscle Cr stores.

Adult↗

[Indicator tubes with a noncylindrical form for indicator packing].

A new type of system is made for determination of chemical pollutants in the air--indicator tubes with noncylindrical indicator filling--a subject of invention. The effect of the noncylindrical form on the metrological characteristics of the indicator tubes is studied. The noncylindrical filling is a way to influence these characteristics without changing the chemical receipt. There are a number of advantages: increasing more of 10x the sensitivity; linearization of the logarithmic characteristics of the indication dusts; possibility to lay two contrary scales on the conical indicator tubes for sucking respectively from the one or the other side of the asymmetric indicator filling, thus realising opportunities for defining of very low or very high accuracy. A new type of sampling system is established in practice. The dependences are given graphically.

Acetaldehyde↗

Comparison between the DMF indices and two alternative composite indicators of dental health.

The DMFT and DMFS indices employed in the majority of oral epidemiological studies have several limitations. In response to this problem, Sheiham et al. (Community Dent Health 1987;4:407-14) proposed two alternative dental health indicators: the number of functioning teeth (hereafter referred to as FS-T) and tissue health (T-Health). Using data from an epidemiological study on the dental health status of adults aged 35-44 from Quebec (N=2110), this article compares the alternative indices with the conventional DMFT and DMFS indices. By comparing Pearson's correlation coefficient for the four indices in this study with the number of decayed, missing and filled surfaces, it is noted that the FS-T index bears the strongest correlation to the three variables. It is also the only index whose correlation coefficient is greater than 0.3 for each of the three DMFS components. A risk group was created for each index, composed of the 18% of people demonstrating the poorest index. The risk group's FS-T index results in an average of 4.3 decayed surfaces (compared with 2.6 for the DMFT), 92.7 missing surfaces (74.4 for the DMFT) and 9.0 filled surfaces (compared with 26.9 for the DMFT). Using linear regression analysis with each index as a dependent variable, and people's socio-demographic characteristics, regular use of dental services and perception of dental health as independent variables, it appears that the percentage of the explained variance (R2) is 21.2% for the FS-T index, 13.8% for the T-Health index, 12.3% for the DMFS index and only 7.6% for the DMFT index.

Adult↗

Relationship between work environment and anamnestic health status. Use of predictors, indicators and indices for the evaluation of medical and environmental factors.

Experience with computerized medical record systems in handling medical data in hospital and health screening environments has led to the development of a new approach to the evaluation of medical data. Predictors and indicators quantify the "information value" of medical data and can, theoretically, do so for all types of data. This paper describes the methodology and presents the results obtained when the technique was applied to the anamnestic data of the medical history and environmental data about the conditions in the work environment. Over 4,000 individuals who underwent multiphasic health screening were used as a data base for this study. From these 4,000 persons 3,164 were used for the calculation of anamnestic predictors and indicators and 1,013 for the environmental predictors and indicators. Anamnestic environmental indices were calculated upon 77 test individuals so as to correlate the association and dependence of the two indices.

Environmental Exposure↗

[Differential indication for coronary stent implantation. Comparative study of acute cardial and vascular complications in relation to the indication].

BACKGROUND AND OBJECTIVE: Coronary stents are used nowadays not only for the reduction of restenosis and for treating acute vessel occlusions after PTCA but also after acute myocardial infarction. This study was undertaken to determine whether widening the indications has affected the incidence of acute complications and to compare acute cardiac and vascular complications. PATIENTS AND METHODS: The data on 197 consecutive patients (155 men, 42 women; mean age 62 +/- 9 [37-85] years) with coronary stents were analysed retrospectively, divided into 5 groups depending on the indications for the stent implantation: 1) acute or threatened vessel occlusion after elective PTCA ("bail-out"); 2) acute myocardial infarction (AMI); 3) unstable angina with threatened vessel occlusion; 4) suboptimal primary results (angiographically assessed) after PTCA; 5) elective stent implantation to prevent restenosis. Acute or subacute stent thrombosis, side-branch occlusion, intra- and transmural infarction, death and emergency aortocoronary bypass operation were classified as acute cardiac complications. Haemorrhage in the inguinal region requiring blood transfusion, false aneurysm and operative vascular reconstruction were classified as vascular complications. RESULTS: An intended stent implantation was impossible in 18 patients (primary success rate 91%). Independent of indication an acute or chronic stent stenosis occurred in three (1.6%) and seven (3.9%) patients, respectively. Side-branch occlusion was observed in 12 patients (6.7%), transmural infarction in nine (5.6%). No emergency bypass operation had to be performed. Comparing the different indication groups there was a significantly increased rate of "non-Q" infarctions in patients with unstable angina pectoris (P < 0.014). Among acute vascular complications (10 [5%] inguinal haemorrhages requiring transfusion and 5 [2.5%] operative vascular reconstructions), false aneurysm was significantly more common in patients with AMI (P < 0.014). Comparing emergency and elective stent implantations, side-branch occlusions were significantly more common in the former (12% vs. 0%; P < 0.08), as were also "non-Q" infarcts (10% vs. 0%; P < 0.002). CONCLUSION: Coronary stent implantation for these indications, including AMI, can be taken as firmly established. Stent thrombosis was not significantly increased after "bail out". Implantation in an acute ischaemic episode led to a significantly higher incidence of side-branch occlusion and "non-Q" infarction.

Acute Disease↗

Demographic indices as social indicators.

"A social indicator is derived from readily available demographic data: population age structures, mortality rates, sex ratios, and children-women ratios (fertility). It is suggested that an indicator based on just two of these variables can be as reliable a measure of the physical quality of life in a population as a multivariable indicator based directly on socioeconomic data. Unlike multivariable indicators, which are expensive to collect, the demographic data are readily available. Their use as social indicators would thus offer a simple, cheap, and effective means of monitoring the standard of living in small, geographically defined populations and in evaluating the effects of policy interventions. The analysis is based on Israeli towns, with use of data from the census of 1983."

Asia↗

Detection in living cells of Ca2+-dependent changes in the fluorescence emission of an indicator composed of two green fluorescent protein variants linked by a calmodulin-binding sequence. A new class of fluorescent indicators.

We have designed a novel fluorescent indicator composed of two green fluorescent protein variants joined by the calmodulin-binding domain from smooth muscle myosin light chain kinase. When (Ca2+)4-calmodulin is bound to the indicator (Kd = 0.4 nM), fluorescence resonance energy transfer between the two fluorophores is attenuated; the ratio of the fluorescence intensity measured at 505 nm to the intensity measured at 440 nm decreases 6-fold. Images of microinjected living cells demonstrate that emission ratios can be used to monitor spatio-temporal changes in the fluorescence of the indicator. Changes in indicator fluorescence in these cells are coupled with no discernible lag (<1 s) to changes in the cytosolic free Ca2+ ion concentration, ranging from below 50 nM to approximately 1 microM. This observation suggests that the activity of a calmodulin target with a typical 1 nM affinity for (Ca2+)4-calmodulin is responsive to changes in the intracellular Ca2+ concentration over the physiological range. It is likely that the indicator we describe can be modified to detect the levels of ligands and proteins in the cell other than calmodulin.

Amino Acid Sequence↗

The agreed indications and contra-indications for cholecystectomy.

Indications as to which patients should undergo cholecystectomy remain, at least in part, a matter of controversy. In 1987, a panel of nine Israeli physicians from different specialties established a list of indications for the performance of cholecystectomy based on the literature available at the time. The panel agreed that cholecystectomy was appropriate for 59 indications and that it was inappropriate for 58. The major indications for surgery were biliary colic and acute cholecystitis. Patients who were asymptomatic or had vague symptoms were not recommended to undergo surgery unless they had stones in the common bile duct and were less than 71 years of age. Patients with pancreatitis were recommended for surgery if they had stones in the common bile duct and did not have a history of alcohol abuse. Performing a cholecystectomy at the same time as abdominal surgery was being performed for other reasons was indicated only if the patient was symptomatic from his gall-stones.

Acute Disease↗