Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “missing data”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

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

At least 937 records · Page 52Linked to original sources

Recovering the missing components in a large noisy low-rank matrix: application to SFM.

In computer vision, it is common to require operations on matrices with "missing data," for example, because of occlusion or tracking failures in the Structure from Motion (SFM) problem. Such a problem can be tackled, allowing the recovery of the missing values, if the matrix should be of low rank (when noise free). The filling in of missing values is known as imputation. Imputation can also be applied in the various subspace techniques for face and shape classification, online "recommender" systems, and a wide variety of other applications. However, iterative imputation can lead to the "recovery" of data that is seriously in error. In this paper, we provide a method to recover the most reliable imputation, in terms of deciding when the inclusion of extra rows or columns, containing significant numbers of missing entries, is likely to lead to poor recovery of the missing parts. Although the proposed approach can be equally applied to a wide range of imputation methods, this paper addresses only the SFM problem. The performance of the proposed method is compared with Jacobs' and Shum's methods for SFM.

Algorithms↗

Clozapine versus typical neuroleptic medication for schizophrenia.

BACKGROUND: Long-term drug treatment of schizophrenia with conventional antipsychotics has limitations: 25-33% of patients have illnesses that are treatment-resistant. Clozapine is an atypical antipsychotic drug, which is claimed to have superior efficacy and to cause fewer motor adverse effects than typical drugs for people with treatment-resistant illnesses. Clozapine carries a significant risk of serious blood disorders, which necessitates mandatory weekly blood monitoring at least during the first months of treatment. OBJECTIVES: To evaluate the effects of clozapine for schizophrenia in comparison to typical antipsychotic drugs. SEARCH STRATEGY: Publications in all languages were searched from the following databases: Biological Abstracts (1982-1999), The Cochrane Library CENTRAL (Issue 2, 1999), Cochrane Schizophrenia Group's Specialised Register (1999), EMbase (1980-1999), ISI Citation Index, LILACS (1982-1999), MEDLINE (1966-1999), and PsycLIT (1974-1999). Reference list screening of included papers was performed. Authors of recent trials and the manufacturer of clozapine contacted. SELECTION CRITERIA: All randomised controlled trials comparing clozapine with typical antipsychotic drugs were included by independent assessment by at least two reviewers. DATA COLLECTION AND ANALYSIS: Data were extracted independently by at least two reviewers. Authors of trials published since 1980 were contacted for additional and missing data. Odds ratios (OR) and 95% confidence intervals (CI) of homogeneous dichotomous data were calculated with the Peto method. A random effects model was used for heterogeneous dichotomous data. Where possible the numbers needed to treat (NNT) or needed to harm (NNH) were also calculated. Weighted or standardised means were calculated for continuous data. MAIN RESULTS: Currently the review includes 31 studies, 26 of which are less than 13 weeks in duration. These studies include 2589 participants, most of whom were men (74%). The average age was 38 years. There was no difference in the effects of clozapine and typical neuroleptic drugs for broad outcomes such as mortality, ability to work or suitability for discharge at end of the study. Clinical improvement was seen more frequently in those taking clozapine (random effects OR 0.4 CI 0.2-0.6, NNT 6) both in the short and the long term. Also, in the short term, participants on clozapine had fewer relapses than those on typical antipsychotic drugs (OR 0.6 CI 0.4-0.8, NNT 20 CI 17-38), and this may be true for long-term treatment as well. Symptom assessment scales showed a greater reduction of symptoms in clozapine-treated patients. Clozapine treatment was more acceptable than low-potency antipsychotics such as chlorpromazine (OR 0.6 CI 0.4-0.9) but did not differ from acceptability of high-potency neuroleptics such as haloperidol (random effects OR 0.8 CI 0.4-1.5). Clozapine was more acceptable in long-term treatment than conventional antipsychotic drugs (random effects OR 0.4 CI 0.2-0.7, NNT 6 CI 3-111). Patients were more satisfied with clozapine treatment (OR 0.5 CI 0.3-0.8, NNT 12 CI 7-37), but they experienced more hypersalivation, temperature increase, and drowsiness than those given conventional neuroleptics. However, clozapine patients experience fewer motor side effects and less dry mouth. The clinical efficacy of clozapine was more pronounced in participants resistant to typical neuroleptics in terms of clinical improvement (random effects OR 0.2 CI 0.1-0.5, NNT 5 CI 4-7) and symptom reduction. Thirty-two percent of treatment resistant people had a clinical improvement with clozapine treatment. REVIEWER'S CONCLUSIONS: This systematic review confirms that clozapine is convincingly more effective than typical antipsychotic drugs in reducing symptoms of schizophrenia, producing clinically meaningful improvements and postponing relapse. Patients were more satisfied with clozapine treatment than with typical neuroleptic treatment. (ABSTRACT TRUNCATED

Antipsychotic Agents↗

Corticosteroids for treating severe sepsis and septic shock.

BACKGROUND: Sepsis may be complicated by impaired corticosteroid production. Giving corticosteroids could potentially benefit patients. OBJECTIVES: To examine the effects of corticosteroids on death at one month in patients with severe sepsis and septic shock. SEARCH STRATEGY: We searched the Cochrane Infectious Diseases Group's trial register (August 2003), the Cochrane Central Register of Controlled Trials (CENTRAL) (The Cochrane Library Issue 3, 2003), MEDLINE (August 2003), EMBASE (August 2003), LILACS (August 2003), reference lists of articles, and also contacted trial authors. SELECTION CRITERIA: Randomized and quasi-randomized controlled trials of corticosteroids versus placebo or supportive treatment in severe sepsis and septic shock. DATA COLLECTION AND ANALYSIS: Two pairs of reviewers agreed the eligibility of trials. One reviewer extracted data, which was checked by the other reviewers and the primary author of the paper whenever possible. We obtained some missing data from the trial authors. We assessed trial methodological quality. MAIN RESULTS: We identified 15 trials (n =2023). Corticosteroids did not change 28-day all-cause mortality (15 trials, n = 2022, relative risk (RR) 0.92, 95% confidence interval (CI) 0.75 to 1.14; random effects model) and hospital mortality (13 trials, n = 1418, RR 0.89, 95% CI 0.71 to 1.11; random effects model); however, there was statistically significant heterogeneity, with some evidence that this was related to the dosing strategy. Corticosteroids reduced intensive care unit mortality (4 trials, n = 425, RR 0.83, 95% CI 0.70 to 0.97), increased the proportion of shock reversal by day 7 (6 trials, n = 728, RR 1.22, 95% CI 1.06 to 1.40) and by day 28 (4 trials, n = 425, RR 1.26, 95% CI 1.04 to 1.52), without increasing the rate of gastroduodenal bleeding (10 trials, n = 1321, RR 1.16, 95% CI 0.82 to 1.65), superinfection (12 trials, n = 1705, RR 0.93, 95% CI 0.73 to 1.18), and of hyperglycaemia (6 trials, n = 608, RR 1.22, 0.84 to 1.78). REVIEWER'S CONCLUSIONS: Overall, corticosteroids did not change 28-day mortality and hospital mortality in severe sepsis and septic shock. Long course of low dose corticosteroids reduced 28-day all-cause mortality, and intensive care unit and hospital mortality.

Adrenal Cortex Hormones↗

Indomethacin for the treatment of Alzheimer's disease patients.

BACKGROUND: Inflammatory processes involving cytokines, prostaglandins, free radicals and glial cells have been implicated in the pathogenesis of Alzheimer's disease. Non-steroidal anti-inflammatory drugs such as indomethacin attenuate inflammatory reactions. Hence, there may be a role for some of these drugs in the treatment of Alzheimer's disease. OBJECTIVES: To examine the efficacy of indomethacin in the treatment of patients suffering from Alzheimer's disease. SEARCH STRATEGY: The trials were identified from a search of the Specialized Register of the Cochrane Dementia and Cognitive Improvement Group (which contains records from many different medical and trials databases) on 14 June 2001 using the terms indomethacin and indome* and NSAIDS. In addition two independent reviewers systematically searched relevant computerized databases and Internet sites. This was supplemented by hand searching and additional references sought from selected papers. SELECTION CRITERIA: Single or multi-centre placebo-controlled randomized trials examining the efficacy of indomethacin in patients diagnosed with Alzheimer's disease were eligible for selection for this review. Using a standard extraction form, inclusion/exclusion criteria were set to ensure design quality and lack of bias of all trials included. DATA COLLECTION AND ANALYSIS: Data were collected independently by two reviewers and any discrepancies were subject to discussion. Corresponding authors were contacted for any missing data needed for statistical analysis. MAIN RESULTS: Only one study was selected for this review (~~Rogers 1993~~). We detected no statistically significant difference between indomethacin treatment and placebo for the individual cognitive tests, Mini Mental State Examination (MMSE), Alzheimer's Disease Assessment Scale ( ADAS), Boston Naming Test (BNT) and Token Test (TK). Dropouts and death rate were the only reported results that were amenable to evaluation. The dropout rate was higher in the indomethacin group (10/24) than in the control group (6/20). Gastrointestinal adverse events were more prevalent in the treatment group (5/24 compared with 1/20 in control group). There was no statistically significant difference in death rate between the two groups (p=0.9). REVIEWER'S CONCLUSIONS: On the basis of this one trial and subsequent analysis of data as reported by the authors, indomethacin cannot be recommended for the treatment of mild to moderate severity Alzheimer's disease. At doses of 100-150 mg daily, serious side effects will limit its use.

Alzheimer Disease↗

Development of a dedicated risk-adjustment scoring system for colorectal surgery (colorectal POSSUM).

BACKGROUND: The aim of the study was to develop a dedicated colorectal Physiological and Operative Severity Score for the enUmeration of Mortality and morbidity (CR-POSSUM) equation for predicting operative mortality, and to compare its performance with the Portsmouth (P)-POSSUM model. METHODS: Data were collected prospectively from 6883 patients undergoing colorectal surgery in 15 UK hospitals between 1993 and 2001. After excluding missing data and 93 patients who did not satisfy the inclusion criteria, 4632 patients (68.2 per cent) underwent elective surgery and 2107 had an emergency operation (31.0 per cent); 2437 operations (35.9 per cent) for malignant and 4267 (62.8 per cent) for non-malignant diseases were scored. Stepwise logistic regression analysis was used to develop an age-adjusted POSSUM model and a dedicated CR-POSSUM model. A 60:40 per cent split-sample validation technique was adopted for model development and testing. Observed and expected mortality rates were compared. RESULTS: The operative mortality rate for the series was 5.7 per cent (387 of 6790 patients) (elective operations 2.8 per cent; emergency surgery 12.0 per cent). The CR-POSSUM, age-adjusted POSSUM and P-POSSUM models had similar areas under the receiver-operator characteristic curves. Model calibration was similar for CR-POSSUM and age-adjusted POSSUM models, and superior to that for the P-POSSUM model. The CR-POSSUM model offered the best overall accuracy, with an observed : expected ratio of 1.000, 0.998 and 0.911 respectively (test population). CONCLUSION: The CR-POSSUM model provided an accurate predictor of operative mortality. External validation is required in hospitals different from those in which the model was developed.

Adult↗

Incorporating missingness for estimation of marginal regression models with multiple source predictors.

Multiple informant data refers to information obtained from different individuals or sources used to measure the same construct; for example, researchers might collect information regarding child psychopathology from the child's teacher and the child's parent. Frequently, studies with multiple informants have incomplete observations; in some cases the missingness of informants is substantial. We introduce a Maximum Likelihood (ML) technique to fit models with multiple informants as predictors that permits missingness in the predictors as well as the response. We provide closed form solutions when possible and analytically compare the ML technique to the existing Generalized Estimating Equations (GEE) approach. We demonstrate that the ML approach can be used to compare the effect of the informants on response without standardizing the data. Simulations incorporating missingness show that ML is more efficient than the existing GEE method. In the presence of MCAR missing data, we find through a simulation study that the ML approach is robust to a relatively extreme departure from the normality assumption. We implement both methods in a study investigating the association between physical activity and obesity with activity measured using multiple informants (children and their mothers).

Bias↗

The birth of a specialty: the first ten thousand patients of an old age psychiatry service.

BACKGROUND: Old age psychiatry as a clinical specialty emerged in the 1970s and modern, open-access multidisciplinary services started in the mid-1980s in South London. There are few accounts of referrals to old age psychiatry services and no quantitative accounts of the referral patterns to such teams. We report on the first 10,000 patients newly referred to the first such service in the world. METHODS: Observational study on routinely gathered data on age, gender, referral source, discipline of team member involved, diagnosis and duration of contact. Data validation was by iterative feedback to clinicians. RESULTS: Ten thousand patients were referred between December 1983 and March 2000. Missing data rates were low. The overall referral rate was 21.0 per 1000 population over 65 per annum, with the highest rate in those 85+ years old, in whom there was a marked rise over time. The rise in referral rate compensated for a decline in the population over 65 so that the numbers of referrals rose. Although there was a rise in the rate of referral of people with an organic diagnosis over time, this was not statistically significant. Organic patients constituted 50-60% of referrals but had shorter contact times than functional ones. Cause for concern included a low rate of referral from care homes, and a high proportion of possibly inappropriate referrals from medical and general psychiatry services. We were pleased to see no excess of such referrals from open-access sources, confirming earlier work. CONCLUSIONS: Descriptive data on referrals and workload of the first open-access multidisciplinary old age psychiatry service have generated cause for both celebration and concern.

Aged↗

Robust fuzzy principal component analysis (FPCA). A comparative study concerning interaction of carbon-hydrogen bonds with molybdenum-oxo bonds.

Principal component analysis (PCA) is a favorite tool in chemometrics for data compression and information extraction. PCA finds linear combinations of the original measurement variables that describe the significant variations in the data. However, it is well-known that PCA, as with any other multivariate statistical method, is sensitive to outliers, missing data, and poor linear correlation between variables due to poorly distributed variables. As a result data transformations have a large impact upon PCA. In this regard one of the most powerful approaches to improve PCA appears to be the fuzzification of the matrix data, thus diminishing the influence of outliers. In this paper we discuss a robust fuzzy PCA algorithm (FPCA). The new algorithm is illustrated on a data set concerning interaction of carbon-hydrogen bonds with transition metal-oxo bonds in molybdenum complexes. Considering, for example, a two component model, FPCA accounts for 97.20% of the total variance and PCA accounts only for 69.75%.

Journal Article↗

Completeness of data entry in three cancer surgery databases.

AIMS: Clinical databases are regularly used for audit and research purposes. The accuracy of data input is critical to the value of these tools, but little is known about the factors which influence the completeness of data recording. The aim of this study was to evaluate the influences affecting completeness of data recording in computerized clinical databases of cancer treatment. METHODS: Data omission rates in three databases dealing with management of breast, colorectal and gastro-oesophageal cancers were calculated. The effects of (a) type of record; (b) nature of data and (c) training required to interpret data were evaluated by univariate and multivariate analyses. RESULTS: The overall data omission rate was 21.9% (upper GI 27.6%, breast 19.6%, colorectal 32.7%, P=0.13). For different categories of data, omission rates varied from 0% to 55%. Fields requiring a 'text field' or 'numerical' entry, or containing demographic data, data required for the process of care or data which required no interpretation were associated with low omission rates. Clinical data, and fields requiring a 'yes/no' response were associated with high omission rates (45 and 48% respectively). Clinical data and data relating to patient demographic details were independently associated with high and low omission rates respectively (odds ratios for significant missing data 86.9 and 1 respectively). CONCLUSION: Clinical data are poorly captured by current cancer surgery databases. Reasons for the poor completion of fields requiring input by clinical staff, particularly availability of time and training, and prioritization of work, should be addressed. Re-design of databases to ensure that data entry is simple and unambiguous may improve accuracy.

Breast Neoplasms↗

Anticholinergic agents for chronic asthma in adults.

BACKGROUND: Anticholinergic agents such as ipratropium bromide are sometimes used in the treatment of chronic asthma. They effect bronchodilation and have also been used in combination with beta2-agonists in the management of chronic asthma. OBJECTIVES: To examine the effectiveness of anticholinergic agents versus placebo and in comparison with beta2-agonists or as adjunctive therapy to beta2-agonists. SEARCH STRATEGY: The Cochrane Airways Group asthma and wheeze database was searched with a pre-defined search strategy. Searches were current as of August 2003. Reference lists of articles were also examined. SELECTION CRITERIA: Randomised trials or quasi-randomised trials were considered for inclusion. Studies assessing an anticholinergic agent versus placebo or in combination/comparison with beta2-agonists were included. In practice, all beta2-agonists were short acting. Short-term (less than 24 hours duration) and longer-term studies were separated; the latter are reported in this review and the former in the review, "Anticholinergic agents for chronic asthma in adults short term". DATA COLLECTION AND ANALYSIS: Two reviewers independently assessed abstracts for retrieval of full text articles. Papers were then assessed for suitability for inclusion in the review. Data from included studies were extracted by two reviewers and entered into the software package (RevMan 4.2). We contacted authors for missing data and some responded. Adverse effect data were analysed if reported in the included studies. MAIN RESULTS: The studies analysed were in two groups: those comparing anticholinergics with placebo and those comparing the combination of anticholinergics with short acting beta2-agonists versus short acting beta2-agonists alone. The former group had 13 studies involving 205 participants included in this review, and the latter 9 studies involving 440 patients. Generally methodological quality was poorly reported, and there were some reservations with respect to the quality of the studies. Despite the limited number of studies that could be combined, anticholinergic agents in comparison with placebo resulted in more favourable symptom scores particularly in respect of daytime dyspnoea (WMD -0.09 (95%CI -0.14, -0.04, 3 studies, 59 patients). Daily peak flow measurements also showed a statistically significant improvement for the anticholinergic (e.g. morning PEF: WMD =14.38 litres/min (95%CI 7.69, 21.08; 3 studies, 59 patients). However the clinical significance is small and in terms of peak flow measurements equates to approximately a 7% increase over placebo. The more clinically relevant comparison of a combination of anticholinergic plus short acting beta2-agonist versus short acting beta2-agonist alone gave no evidence in respect of symptom scores or peak flow rates of any significant differences between the two regimes. Again there are reservations with respect to the quality of the information from which these conclusions are drawn. REVIEWERS' CONCLUSIONS: Overall this review provides no justification for routinely introducing anticholinergics as part of add-on treatment for patients whose asthma is not well controlled on standard therapies. This does not exclude the possibility that there may be a sub-group of patients who derive some benefit and a trial of treatment in individual patients may still be justified. The role of long term anticholinergics such as tiotropium bromide has yet to be established in patients with asthma and any future trials might draw on the messages derived from this review.

Adrenergic beta-Agonists↗

Diagnostic research on routine care data: prospects and problems.

A diagnosis in practice is a sequential process starting with a patient with a particular set of signs and symptoms. To serve practice, diagnostic research should aim to quantify the added value of a test to clinical information that is commonly available before the test will be applied. Routine care databases commonly include all documented patient information, and therefore seem to be suitable to quantify a tests' added value to prior information. It is well known, however, that retrospective use of routine care data in diagnostic research may cause various methodologic problems. But, given the increased attention of electronic patient records including data from routine patient care, we believe it is time to reconsider these problems. We discuss four problems related to routine care databases. First, most databases do not label patients by their symptoms or signs but by their final diagnosis. Second, in routine care the diagnostic workup of a patient is by definition determined by previous diagnostic (test) results. Therefore, routinely documented data are subject to so-called workup bias. Third, in practice, the reference test is always interpreted with knowledge of the preceding test information, such that in scientific studies using routine data the diagnostic value of a test under evaluation is commonly overestimated. Fourth, routinely documented databases are likely to suffer from missing data. Per problem we discuss methods that are presently available and may (partly) overcome each problem. All this could contribute to more frequent and appropriate use of routine care data in diagnostic research. The discussed methods to overcome the above problems may well be similarly useful to prospective diagnostic studies.

Bias↗

Safety and steroid-sparing experience using infliximab for Crohn's disease at a pediatric inflammatory bowel disease center.

OBJECTIVES: The published experience using infliximab (Remicade, Centocor, Malvern, PA) for the treatment of pediatric Crohn's disease is limited but suggests utility in the treatment of refractory disease. Experience using infliximab at a large pediatric center is reviewed. METHODS: A retrospective review of all infliximab infusions administered to patients with Crohn's disease (CD) was undertaken. Data were obtained from database and pharmacy records. Chart review and interviews with physicians, patients, and families were used to obtain missing data. RESULTS: A total of 432 infusions were administered to 82 patients (34 female and 48 male) with CD. The number of infusions each patient received ranged from one to 18, with a mean of 5.3 (SD 4.6) and median of 3. Of 33 patients, 19 (57.6%) became independent and remained free of corticosteroids. There was a statistically significant difference in the steroid dose between 0 and 4 wk and 0 and 8 wk. In all, 23 infusion reactions occurred (5.3%). Three patients developed herpes zoster, and one developed Listeria monocytogenes meningitis. No patients were documented to have delayed hypersensitivity reactions or malignancies. CONCLUSIONS: Infliximab is safe and effective for treating pediatric patients with CD. A steroid-sparing effect was demonstrated. The most common adverse reaction to infliximab was infusion reaction. These reactions did not preclude further use of the agent. Serious infections were seen in a small number of patients.

Adolescent↗

Health-related quality of life in non-small-cell lung cancer: methodologic issues in randomized controlled trials.

PURPOSE: Non-small-cell lung cancer (NSCLC), a leading cause of cancer-related deaths in both developed and developing countries, heavily impacts patient health-related quality of life (HRQOL). Although recent research has found many positive and significant steps in randomized controlled trials (RCTs) in which HRQOL has been used as an outcome, questions remain regarding methodologic quality and impact value of HRQOL outcome assessments in some RCTs. To date, no detailed systematic review exists of HRQOL methodology in NSCLC RCTs. METHODS: A systematic review using Cochrane methodology evaluated HRQOL components in RCTs. Identified studies were evaluated independently by three reviewers on a broad set of predetermined criteria. RESULTS: Twenty-nine published RCTs (NSCLC patient samples total, N = 8445) with an HRQOL component were identified. Although most trials exhibited good-quality research and useful HRQOL and clinical data, the weaknesses identified in some trials include such common limitations as no clear hypothesis, lack of a clear approach to missing data and data analysis, and limited presentation of results. CONCLUSION: Although it is clear that HRQOL is an important end point in NSCLC RCTs because the information helps to influence treatment recommendations, the identified weaknesses in conducting HRQOL measurement in NSCLC RCTs and the reporting of results need to be addressed.

Carcinoma, Non-Small-Cell Lung↗

Data omitted from psychiatric consultation notes.

To assess how often psychiatric consultants omit written data from their consultation notes, the authors reviewed 78 initial consultation notes written by second-year psychiatric residents. Data considered essential for an adequate psychiatric evaluation were typically omitted. Categories that were observed to have the highest frequencies of missing data included family history of psychiatric illness (60.3%), history of substance abuse (44.9%), marital status (37.2%), previous psychotropic drug use (35.9%), previous psychiatric treatment (26.9%), and patient history of psychiatric illness (24.4%). The frequencies of omissions were significantly (p less than .001, except for the last item, p less than .01) higher than those from the consultation notes written by a second cohort of psychiatric residents who used a worksheet that listed data categories. The authors' findings argue for the use of worksheets delineating data categories to ensure that clinicians write adequate consultation notes.

Data Collection↗

Multi-national, multi-lingual, multi-professional CATs: (Curriculum Analysis Tools).

A consortium of dental schools and allied dental programs was established in 1991 with the expressed purpose of creating a curriculum database program that was end-user modifiable [1]. In April of 1994, a beta version (Beta 2.5 written in FoxPro(TM) 2.5) of the software CATs, an acronym for Curriculum Analysis Tools, was released for use by over 30 of the consortium's 60 member institutions, while the remainder either waited for the Macintosh (TM) or Windows (TM) versions of the program or were simply not ready to begin an institutional curriculum analysis project. Shortly after this release, the design specifications were rewritten based on a thorough critique of the Beta 2.5 design and coding structures and user feedback. The result was Beta 3.0 which has been designed to accommodate any health professions curriculum, in any country that uses English or French as one of its languages. Given the program's extensive use of screen generation tools, it was quite easy to offer screen displays in a second language. As more languages become available as part of the Unified Medical Language System, used to document curriculum content, the program's design will allow their incorporation. When the software arrives at a new institution, the choice of language and health profession will have been preselected, leaving the Curriculum Database Manager to identify the country where the member institution is located. With these 'macro' end-user decisions completed, the database manager can turn to a more specific set of end-user questions including: 1) will the curriculum view selected for analysis be created by the course directors (provider entry of structured course outlines) or by the students (consumer entry of class session summaries)?; 2) which elements within the provided course outline or class session modules will be used?; 3) which, if any, internal curriculum validation measures will be included?; and 4) which, if any, external validation measures will be included. External measures can include accreditation standards, entry-level practitioner competencies, an index of learning behaviors, an index of discipline integration, or others defined by the institution. When data entry, which is secure to the course level, is complete users may choose to browse a variety of graphic representations of their curriculum, or either preview or print a variety of reports that offer more detail about the content and adequacy of their curriculum. The progress of all data entry can be monitored by the database manager over the course of an academic year, and all reports contain extensive missing data reports to ensure that the user knows whether they are studying complete or partial data. Institutions using the beta version of the program have reported considerable satisfaction with its functionality and have also offered a variety of design and interface enhancements. The anticipated release date for Curriculum Analysis Tools (CATs) is the first quarter of 1995.

Curriculum↗

Educational interventions for asthma in children.

BACKGROUND: Self-management education programs have been developed for children with asthma, but it is unclear whether such programs improve outcomes. OBJECTIVES: To determine the efficacy of asthma self-management education on health outcomes in children. SEARCH STRATEGY: Systematic search of the Cochrane Airways Group's and Cochrane Schizophrenia Group's Special Registers of Controlled Trials and hand searches of the reference lists of relevant review articles. SELECTION CRITERIA: Randomized and controlled clinical trials of asthma self-management education programs in children and adolescents aged 2 -18 years. DATA COLLECTION AND ANALYSIS: All studies were assessed independently by two reviewers. Disagreements were settled by consensus. Study authors were contacted for missing data or to verify methods. Subgroup analyses examined the impact of type and intensity of educational intervention, self-management strategy, trial type, asthma severity, adequacy of follow-up, and study quality. MAIN RESULTS: Of 45 trials identified, 32 studies involving 3706 patients were eligible. Asthma education programs were associated with moderate improvement in measures of airflow (standardized mean difference [SMD] 0.50, 95% confidence interval [CI] 0.25 to 0.75) and self-efficacy scales (SMD 0.36, 95% CI 0.15 to 0.57). Education programs were associated with modest reductions in days of school absence (SMD -0.14, 95% CI -0.23 to -0.04), days of restricted activity (SMD -0.29, 95% CI -0.49 to -0.08), and emergency room visits (SMD -0.21, 95% CI -0.33 to -0.09). There was a reduction in nights disturbed by asthma when pooled using a fixed-effects but not a random-effects model. Effects of education were greater for most outcomes in moderate-severe, compared with mild-moderate asthma, and among studies employing peak flow versus symptom-based strategies. Effects were evident within the first 6 months, but for measures of morbidity and health care utilization, were more evident by 12 months. REVIEWER'S CONCLUSIONS: Asthma self-management education programs in children improve a wide range of measures of outcome. Self-management education directed to prevention and management of attacks should be be incorporated into routine asthma care. Conclusions about the relative effectiveness of the various components are limited by the lack of direct comparisons. Future trials of asthma education programs should focus on morbidity and functional status outcomes, including quality of life, and involve direct comparisons of the various components of interventions.

Adolescent↗

Interventions for treating cholestasis in pregnancy.

BACKGROUND: Cholestasis of pregnancy has been linked to adverse maternal and fetal/neonatal outcomes. As the pathophysiology is unresolved, therapies have been empiric. OBJECTIVES: The objective of the review is to evaluate the effectiveness and safety of therapeutic interventions in women with a clinical diagnosis of cholestasis of pregnancy (CIP) SEARCH STRATEGY: We searched the Cochrane Pregnancy and Childbirth Group Trials Register, the Cochrane Controlled Trials Register, MEDLINE and PREMEDLINE, EMBASE, CINAHL and Current Contents. Date of last search: March 2001. SELECTION CRITERIA: Randomised controlled trials (RCTs) that compared an intervention to either a placebo or alternative treatment in women with a diagnosis of intrahepatic cholestasis of pregnancy. Trials published only as abstracts were excluded. DATA COLLECTION AND ANALYSIS: Reviewers assessed identified trials for 1) eligibility and 2) methodological quality. Attempts were made to contact authors for missing data. MAIN RESULTS: Nine RCTs involving 227 women were included but adequate data for appropriate comparisons in pruritus, bile acids or liver enzymes were not consistently reported. S-adenosylmethionine (SAMe) versus placebo (four trials, 82 women): only one trial showed significantly greater improvements in pruritus, bile salts and liver enzymes with SAMe. Ursodeoxycholic acid (UDCA) versus placebo (three trials, 56 women): in two trials a significant difference in pruritus relief was not detected. One trial observed greater reductions in bile salts and liver enzymes with UDCA. Preterm births were fewer with UDCA in one study while two studies reported no difference in fetal distress incidence. Guar gum versus placebo (one trial, 48 patients): no differences in pruritus, bile salts, or fetal/neonatal outcomes were observed. Activated charcoal versus no treatment (one trial, 20 patients): the reduction in bile salts was greater with charcoal, but no difference in pruritus relief: relative risk (RR) 9.0 95% confidence interval (CI) 0.6 - 148 or fetal/neonatal outcomes. UDCA versus SAMe (two trials, 36 patients): pruritus relief was better with UDCA in one study and with SAMe in the other. UDCA was better in reducing bile acids but not liver enzymes in one trial. UDCA + SAMe versus placebo, UDCA or SAMe (one study, eight patients/arm): UDCA + SAMe versus placebo or UDCA resulted in greater improvements in pruritus, bile salts and selected liver function assays; UDCA + SAMe versus SAMe resulted in greater improvements in bile salts and ALP only. No treatments were found to be unsafe. REVIEWER'S CONCLUSIONS: There is insufficient evidence to recommend guar gum, activated charcoal, SAMe and UDCA alone or in combination in treating women with CIP. Inconsistent and inadequate reporting of results precluded pooling the results of small studies.

Charcoal↗

Carnitine supplementation of parenterally fed neonates.

BACKGROUND: Carnitine, a quaternary amino acid, plays an important role in the oxidation of long chain fatty acids. Both breast milk and infant formulas contain carnitine. However, it is not routinely provided in parenteral nutrition solutions. Non supplemented parenterally fed infants have very low tissue carnitine levels. The clinical significance of this is uncertain. Carnitine deficiency may be an etiological factor in the limited ability of premature babies to utilize parenteral lipid. In vitro studies have suggested that fatty acid oxidation is impaired when the tissue carnitine levels fall below 10% of normal. Therefore relative carnitine deficiency may impair fatty acid oxidation, thus reducing the available energy and impairing growth. OBJECTIVES: The primary aim of this review is to determine whether carnitine supplementation of parenterally fed neonates will improve weight gain. The secondary aims are to determine the effect on lipid tolerance and ketogenesis. SEARCH STRATEGY: Computerised searches were carried out by both reviewers. Searches were made of Medline, Embase, The National Research Register (UK), the Cochrane Controlled Trials Register and expert informants. The MeSH headings used were carnitine and parenteral nutrition. SELECTION CRITERIA: Only randomised trials were considered. Trials were included if they involved carnitine supplementation alone, parenterally fed newborn infants, and measured at least one outcome of interest (weight gain, plasma fatty acids, plasma triglycerides, quantity of lipid tolerated, respiratory quotient or beta hydroxybutyrate levels). DATA COLLECTION AND ANALYSIS: The two reviewers searched the literature separately and reached a consensus for inclusion of trials. Data were extracted and evaluated by the two reviewers independently of each other. Authors were contacted if possible to clarify or provide missing data. MAIN RESULTS: Fourteen studies were identified, six met the selection criteria. The results of the review are limited by the fact that the studies were generally short term and studied different outcomes. One study examined short term and long term weight gain, three reported only short term weight gain, three reported biochemical results in response to a short lipid challenge, and two reported results obtained during normal parenteral nutrition. Among infants supplemented with carnitine, there was no evidence of effect on weight gain, lipid utilization or ketogenesis. REVIEWER'S CONCLUSIONS: We found no evidence to support the routine supplementation of parenterally fed neonates with carnitine.

Carnitine↗