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 1,333 records · Page 74Linked to original sources

Fast de novo peptide sequencing and spectral alignment via tree decomposition.

De novo sequencing and spectral alignment are computationally important for the prediction of new protein peptides via tandem mass spectrometry (MS/MS). Both approaches are established upon the problem of finding the longest antisymmetric path on formulated graphs. The problem is of high computational complexity and the prediction accuracy is compromised when given spectra involve noisy data, missing mass peaks, or post translational modifications (PTMs) and mutations. This paper introduces a graphical mechanism to describe relationships among mass peaks that, through graph tree decomposition, yields linear and quadratic time algorithms for optimal de novo sequencing and spectral alignment respectively. Our test results show that, in addition to high efficiency, the new algorithms can achieve desired prediction accuracy on spectra containing noisy peaks and PTMs while allowing the presence of both b-ions and y-ions.

Algorithms↗

Factors associated with the non-assessment of self-harm patients attending an Accident and Emergency Department: results of a national study.

BACKGROUND: Psychosocial assessment of self-harm patients by mental health service staff is an important aspect of their care. Nevertheless, in England around half of those attending a general hospital following a self-harm episode do not receive such an assessment. We have investigated the reasons for this and the characteristics of patients associated with self-discharge or planned discharge without a psychosocial assessment. METHOD: 8-week audits of self-harm attendances were carried out in 32 Accident and Emergency Departments in England. Where a specialist psychosocial assessment by mental health services was not carried out, information on the reason for this was requested. Due to incomplete data 10 of the 32 hospitals were excluded from analysis. RESULTS: There were 2780 self-harm attendances at the 22 hospitals. Psychosocial assessments were carried out on 59% of episodes. Among those not assessed, 57% discharged themselves and the remainder were discharged by hospital staff. In multivariable models, being male, taking illegal drugs/alcohol, attendance out of office hours and not being admitted to a hospital bed were associated with an increased risk of self-discharge. Younger subjects were more likely to self-discharge, but this association was explained by age-related admission patterns. Young age (<45 years), no previous self-harm and not being admitted were associated with an increased likelihood of discharge by hospital staff without a psychosocial assessment. The apparent increased risk of discharge without an assessment for those who self-lacerated was attenuated after allowing for their lower admissions rates. LIMITATIONS: Missing data from 10 hospitals led to their exclusion from analysis. Only the primary reason for discharge was reported on the audit forms. CONCLUSIONS: Those at elevated risk of suicide--older patients and those with a history of self-harm--were the least likely to be discharged by hospital staff without a psychosocial assessment. However, males (at increased risk of suicide compared with females), those who had taken illegal drugs or/and alcohol and those attending 'out of hours' were more likely to self-discharge. Services need to be modified and evaluated, based on further information about why such individuals are not currently engaging in services.

Adult↗

Exercise capacity deterioration in patients with COPD: longitudinal evaluation over 5 years.

BACKGROUND: Although exercise capacity is an important outcome measure in patients with COPD, its longitudinal course has not been analyzed in comparison to the change in pulmonary function. PURPOSES: To examine how exercise capacity would deteriorate over time in patients with COPD, and what factors would contribute to it. METHODS: A total of 137 male outpatients with moderate-to-very-severe COPD were examined. The average age was 69.0 +/- 6.6 years (+/- SD), and the mean postbronchodilator FEV(1) was 45.9 +/- 15.4% predicted. Progressive cycle ergometry and pulmonary function testing were performed at entry, and every 6 months thereafter over 5 years. Due to the presence of missing data, a mixed-effect model analysis was then used to estimate the longitudinal changes in various clinical parameters. RESULTS: Peak oxygen uptake (Vo(2)), peak minute ventilation (Ve), and peak tidal volume (Vt) during exercise declined significantly over time (p < 0.0001), which was no less rapid than the deterioration in FEV(1). The mean decline rates for peak Vo(2) were 32 +/- 60 mL/min/yr and 0.5 +/- 1.0 mL/min/kg/yr. Multiple regression analysis revealed that the changes in peak Ve, peak Vt, and peak respiratory rates were significant predictors for the change in peak Vo(2). CONCLUSION: We demonstrated clear evidence of measurable and progressive deterioration in exercise capacity in COPD patients, which was no less rapid than the decline in airflow limitation. Dynamic ventilatory constraints during exercise also deteriorated over time, which most significantly contributed to this exercise capacity deterioration. In addition to pulmonary function, the longitudinal follow-up of exercise capacity is important not to miss the overall deterioration in COPD.

Aged↗

Immunization entry at the point of service improves quality, saves time, and is well-accepted.

OBJECTIVE: Computer-based immunization tracking is a routine part of many pediatric practices; however, data quality is inconsistent and entry often relies on dedicated data entry personnel and is time-consuming, expensive, or difficult. The purpose of this study was to evaluate data quality, nursing satisfaction, and reduction in documentation burden after the introduction of a point-of-service immunization entry system in an inner-city pediatric primary care center. DESIGN: Prospective preintervention and postintervention study. METHODS: Visit records from all pediatric nonurgent care visits for patients <5 years old were collected during a 2-week period before (preintervention) and after (postintervention) the introduction of a computer-based immunization entry system. Nurses used software designed to allow rapid entry during immunization preparation followed by printing 2 adhesive labels for documentation. Satisfaction was evaluated using an 8-question survey administered 3 months after the intervention. RESULTS: One hundred forty-seven (63.6%) of 231 preintervention and 132 (51.4%) of 257 postintervention children received at least 1 immunization (immunized) during the study visit. Gender and mean age were similar for immunized children in the 2 groups. In the preintervention group, 56 (37.9%) of 147 immunized children had at least 1 dose missing (a total of 128 of 343 doses administered) from the immunization tracking database compared with none in the postintervention group. Medical record review showed that 92.6% of preintervention and 91.4% of postintervention children were on-schedule after the study visit. However, missing data lead to the misclassification of preintervention children-only 68.4% were reported by the database to be on-schedule. All 9 nurses reported using the program all the time to enter immunizations, 89% said that the program required somewhat or a lot less time, and 100% strongly recommended continued use of the program. All 9 nurses also reported that they would be somewhat or very unenthusiastic about the system if labels were not available. During the 12 months after introduction of the system, 8273 forms containing immunization information were printed, preventing nurses from having to write >101,000 dates. CONCLUSIONS: Immunization entry by nurses at the time of immunization preparation improves the quality of tracking data, reduces misclassification of immunization needs, saves time, and can be well-accepted. It is likely that poor data quality in some tracking systems has led to falsely low immunization coverage estimates. Systems such as the one in this study can improve quality and should be integrated into routine clinical practice.

Boston↗

[Validity of the Nordic Musculoskeletal Questionnaire as morbidity measurement tool].

OBJECTIVES: To validate the Portuguese version of the Nordic Musculoskeletal Questionnaire (NMQ), and to evaluate the relationship between musculoskeletal morbidity and demographic, occupational and behavior variables. METHODS: Ninety government bank employees were interviewed using the Portuguese version of NMQ in Brasilia, Brazil, in 1999. The respondents' answers were compared to clinical data found in their medical records. Descriptive and associative variable analyses were carried out. Comparative statistical analysis was performed using Student t-test and Pearson's test was applied for correlational analysis. RESULTS: The results revealed an 86% agreement rate between symptoms reported in the NMQ and the respondent's clinical history. There were found differences in symptoms prevalence for the variables gender, occupation and physical activity. Women showed a higher severity average of symptoms for almost all body anatomical regions; managers reported greater severity of symptoms in the lumbar area than clerks; physical activity was associated to the lowest severity of symptoms in upper extremities. CONCLUSIONS: The results show that the Portuguese NMQ version includes a good validity indicator and is satisfactory as a musculoskeletal morbidity measurement tool. However, there is a need of (1) more items to measure the severity of symptoms; and (2) changes in scale layout in order to make it more easily understandable and less prone to avoidable missing data.

Adult↗

Demographic, clinical, and financial factors relating to the completion rate of screening mammography.

A retrospective analysis of the UCLA Family Health Center Research Data Base was performed to determine the relationship between completion rates of screening mammography and various patient demographic, clinical, and financial factors. Data from a 16-month period, from July 1984 through October 1985, were analyzed. Eight hundred twenty-seven women over 50 years of age were seen in the UCLA Family Health Center at least once during the study period. One hundred thirty-six (16.4%) of these women had screening mammography performed. Health insurance coverage was an important determinant of mammography completion. Patients covered by a health maintenance organization were 2.5 (P less than .05) times more likely to receive screening mammography. Uninsured patients were only 0.5 times as likely to have this procedure performed. The completion rate for screening mammography increased significantly with increasing number of visits during the study period (P less than .001). The age groups analyzed were significantly associated with completion rate. Marital status had a significant relationship to completion rate, but this was due to a lower completion rate in the group of patients whose marital status could not be determined. The employment status could not be evaluated due to the high rate of missing data. Race, smoking status, alcohol consumption, and the sex and training level of the primary provider were not found to be significantly associated with screening mammogram completion rates.

Aged↗

Teenage pregnancy and parenthood: outcomes for mother and child.

This study reports some general health and related outcomes for all women ages 14, 15, and 16 and their children delivered at our hospital in 1976. These outcomes are contrasted with 100 women ages 20-30 years and their children born the same year. Data were collected by retrospective chart review. For the teenage group, 70% were unmarried, most of the fathers were 4-5 years older than the teenaged mother, most teen mothers were living with their parents, and all had incomes in the poverty range. A comparison of black and white teenaged mothers showed that: (1) 14-15-year-old blacks had proportionally more pregnancies than whites, (2) the first prenatal visit was later for blacks, and (3) children of the white teenagers had more acute illness visits during the 2-yr follow up. When the age of the teenage mother is considered, the 1-min Apgar scores for the children of 14-year olds were lower and the school drop out rate was higher with increasing maternal age. In comparing the teen to the 20-30-year-old group, the only finding was higher complication rate for pregnancy and delivery for the teen group. The physical growth of all children was normal. These results must be interpreted with caution, because of missing data for some variables; however, this data should be of some use in planning future research and intervention programs.

Adolescent↗

Maximum-likelihood estimation of admixture proportions from genetic data.

For an admixed population, an important question is how much genetic contribution comes from each parental population. Several methods have been developed to estimate such admixture proportions, using data on genetic markers sampled from parental and admixed populations. In this study, I propose a likelihood method to estimate jointly the admixture proportions, the genetic drift that occurred to the admixed population and each parental population during the period between the hybridization and sampling events, and the genetic drift in each ancestral population within the interval between their split and hybridization. The results from extensive simulations using various combinations of relevant parameter values show that in general much more accurate and precise estimates of admixture proportions are obtained from the likelihood method than from previous methods. The likelihood method also yields reasonable estimates of genetic drift that occurred to each population, which translate into relative effective sizes (N(e)) or absolute average N(e)'s if the times when the relevant events (such as population split, admixture, and sampling) occurred are known. The proposed likelihood method also has features such as relatively low computational requirement compared with previous ones, flexibility for admixture models, and marker types. In particular, it allows for missing data from a contributing parental population. The method is applied to a human data set and a wolflike canids data set, and the results obtained are discussed in comparison with those from other estimators and from previous studies.

Animals↗

Long-term (120-Week) antiviral efficacy and tolerability of fosamprenavir/ritonavir once daily in therapy-naive patients with HIV-1 infection: an uncontrolled, open-label, single-arm follow-on study.

BACKGROUND: In the SOLO study (APV30002), once-daily antiretroviral treatment with the protease inhibitor fosamprenavir (FPV) 1,400 mg boosted by ritonavir (r) 200 mg plus abacavir/lamivudine (ABC/3TC) was found to be noninferior to nelfinavir plus ABC/3TC over 48 weeks in treatment-naive patients with HIV -1 infection. OBJECTIVE: This interim report presents antiviral efficacy and tolerability data from 211 patients who received FPV/r QD for at least 48 weeks in SOLO and continued this treatment in the follow-on study (APV30005) for up to 120 weeks. METHODS: APV30005 is an international, multicenter, uncontrolled, open-label, follow-on study conducted to provide continued access to FPV in patients with HIV-1 infection who had participated in previous FPV studies, including SOLO, and to obtain longer-term data on the antiviral response and tolerability of an FPV-containing regimen. Patients who had completed at least 48 weeks of FPV/r therapy in the SOLO study were eligible to enter the follow-on study and continue receiving FPV/r 1,400/200 QD, with study visits every 12 weeks. Their background regimens were chosen at the investigators' discretion and could be changed at any time. Antiviral response end points included plasma HIV-1 RNA levels <400 and <50 copies/mL, median plasma HIV-1 RNA levels, median and absolute changes from baseline in the CD4 cell count, and the frequency of HIV disease progression. Genotype and phenotype analyses were performed for patients meeting the criterion for virologic failure (defined as plasma HIV -1 RNA >1,000 copies/mL on 2 consecutive occasions on or after week 12). Tolerability was assessed in terms of adverse-event reports evaluated by the primary investigator and changes in laboratory values. Assessments were conducted at 12-week intervals during the follow-on study. Data from the baseline visit (day 1 of SOLO) were compared with data from the follow-on study through March 31, 2004, when all patients had completed at least 120 weeks of therapy with FPV/r QD. Because this was a rollover study, no significance testing was performed and all reported results are descriptive. RESULTS: The demographic and baseline characteristics of the patients who received FPV/r QD in this follow on study (N = 211) were similar to those of the 322 patients randomized to receive FPV/r QD in the SOLO study. Their median age was 36 years, 72% were male, 49% were white, and 39% were black. The median baseline plasma HIV 1 RNA level was 4.82 log(10) copies/ mL, and the median baseline CD4+ cell count was 168 cells/mm(3). The median duration of exposure to FPV/r QD from SOLO baseline through the cutoff date was 996 days (142 weeks), ranging from 372 to 1,226 days (53-175 weeks). At week 120, plasma HIV-1 RNA levels <400 and <50 copies/mL were achieved and maintained in 75% (159) and 66% (139) of patients, respectively, when missing data and discontinuations were counted as failures. The median CD4+ cell count at week 120 was 451 cells/mm(3), a median change from baseline of 292 cells/mm(3). In 14 patients with no baseline resistance who met the criterion for virologic failure, no viral protease resistance mutations were detected. Extended treatment was generally well tolerated. The most frequently reported drug-related grade 2-4 adverse events were diarrhea (22 [10%]), nausea (17 [8%]), drug hypersensitivity (14 [7%], all cases attributed to ABC, which was a study drug in SOLO), and increased triglycerides (14 [7%]). The nature of adverse events reported after 48 weeks of therapy was comparable to that reported before week 48. Adverse events occurred at a similar or lower frequency between weeks 48 and 120 compared with before week 48. Similarly, laboratory abnormalities seen by week 120 were comparable to those seen by week 48, although they were less frequent. CONCLUSIONS: Extended treatment (120 weeks) with FPV/r QD in these antiretroviral therapy-naive, HIV-1-infected patients was associated with sustained antiviral response and immunologic improvement. Adverse events had generally developed by 48 weeks of therapy and did not occur at a higher frequency through 120 weeks of treatment.

Adult↗

Item non-response to lifestyle assessment in an elderly cohort.

BACKGROUND: Greater attention is being paid to data quality in surveys of older age groups. In this paper patterns of item non-response are examined in a health risk appraisal instrument administered to an elderly cohort participating in a randomized preventive intervention study. METHODS: The association between demographic and health status factors with the number of non-responses out of 174 items was examined at baseline and at the 12-month follow-up on 1791 subjects. RESULTS: Overall, non-response decreased from baseline to 12 months. The pattern was consistent across the seven major components of the questionnaire. Univariate analyses at baseline found that item non-response increased significantly (P < 0.05) with age, being female, being unmarried, lower annual income, less education, and poorer personal health ranking. Polychotomous logistic regression identified age and personal health ranking as statistically significant at both baseline and 12-month follow-up assessments after controlling for all other factors. In addition, education was significant at baseline. CONCLUSIONS: These results help to identify subgroups of elderly participants who contribute to non-random patterns of missing data.

Aged↗

Analysis of the SAGES outcomes initiative cholecystectomy registry.

BACKGROUND: In 1999, the Society of American Gastrointestinal and Endoscopic Surgeons (SAGES) introduced the SAGES Outcomes Initiative as a method for its members to use for tracking their own outcomes. This report provides a descriptive analysis of the cholecystectomy database. METHODS: The SAGES Outcome Initiative database was accessed for all gallbladder cases from September 1999 to February 2005. The data from the preoperative, intraoperative, and postoperative entries were summarized. These data are purely descriptive, and no statistical analysis was performed. RESULTS: The gallbladder registry contained 3,285 cases, with 2,005 follow-up cases. Most patients were employed women with some comorbidities who had elective surgery under general anesthesia. Most of the operating surgeons were attending surgeons and surgical assistants. Most of the patients had biliary colic, and symptoms were improved for more than 95% of the patients. More than 90% of the cases were managed laparoscopically, with a conversion rate of 3%. Biliary imaging was used in the vast majority of cases, with most shown to be normal. Intraoperative gallbladder perforation was common, with bile duct injury occurring in 0.25% of cases. The most frequently cited postoperative event was wound infection, with most complications classified as class 1. More than 95% of the patients were able to return to work. CONCLUSIONS: The SAGES Outcomes Initiative database demonstrates that most participating SAGES members perform laparoscopic cholecystectomies themselves using intraoperative cholangiograms. Adverse outcomes are few, with most patients able to return to normal activity. Importantly, there were relatively few missing data points, implying that when surgeons enter data, the information is relatively complete.

Cholangiography↗

Therapy: state-of-the-art assessment of quality. The National Cancer Institute perspective.

The National Cancer Institute (NCI) has a broad spectrum of responsibilities that range from support of basic laboratory research to the clinical testing of new therapeutics and, finally, the dissemination of results of this research to the practicing physician and the public. The reduction of cancer mortality is largely dependent on the responsibility for widespread application of state-of-the-art cancer treatments. A major cancer control focus of the NCI over the last decade has been the development and implementation of programs designed to improve awareness, access and application of state-of-the-art cancer treatment. In addition to the computerized Physician Data Query system, three targeted programs, the Cooperative Group Outreach Program (CGOP), the Community Hospital Oncology Program (CHOP), and the Community Clinical Oncology Program (CCOP) have all been aimed at establishing mechanisms to facilitate the transfer of new patient care technology; and, thereby, provide the highest quality cancer treatment in the community setting. An evaluation was conducted to determine if patterns and outcomes of cancer care management changed over time, and whether this could be related to the presence of CGOP, CHOP, and CCOP. Measurement of required program implementation was relatively straightforward. However, measurement of resultant changes in "quality of care" and the factors that influence physician performance are complex and controversial. Critical elements in the treatment of breast, colon, rectum, and small cell lung cancer were used as tracers to measure changes in the patterns of care in communities where programs were implemented. Results from this study highlight issues in state-of-the-art assessment of quality, such as the difficulty in defining quality cancer care, relationships between process and outcome indicators, and the problems of documentation and missing data. Assurance of quality cancer care requires the interaction of health care professionals with knowledge of the most up-to-date cancer research results working in a health care delivery system that encourages and rewards application of these results.

Clinical Trials as Topic↗

Feasibility of a music intervention protocol for patients receiving mechanical ventilatory support.

CONTEXT: Music has been found to be an effective nonpharmacologic adjunct for managing anxiety and promoting relaxation in limited trials of critically ill patients receiving mechanical ventilation. No data are available to determine the effect of the intervention over repeated trials or to determine whether patients or staff will use music intervention independently. OBJECTIVE: To test the feasibility of a patient-initiated music intervention protocol over a 3-day trial and to discern the associated barriers to adherence by study participants and nursing staff. DESIGN: Descriptive pilot study. SETTING: Two adult critical care units contained in 1 university-affiliated tertiary care center in the urban Midwest. PATIENTS: Five alert, critically ill adults receiving mechanical ventilatory support. INTERVENTION: Patient-selected music listening via audiotapes and head-phones with frequency and length of session determined by each patient. MAIN OUTCOME MEASURES: Anxiety, heart rate, respiratory rate, blood pressure, and identified barriers to protocol adherence. RESULTS: Subjects averaged 2 self-initiated music interventions (mode = 3; range = 1-5) and listened for an average of 67.8 minutes per session (SD 34.3; mode = 50; range = 25-120 minutes). Barriers to this intervention included inaccessibility of the equipment and lack of knowledge and experience of the nursing staff. Due to missing data, physiological measures were not interpretable. CONCLUSIONS: Patient-initiated music is a feasible intervention protocol: subjects were able to request music independently and nursing staff were cooperative. Findings will be used in future studies to refine the protocol and attendant measures to implement music intervention in the critical care setting and to develop detailed staff education materials.

Adult↗

What is a clinically meaningful change on the Functional Assessment of Cancer Therapy-Lung (FACT-L) Questionnaire? Results from Eastern Cooperative Oncology Group (ECOG) Study 5592.

To assess the impact of disease and treatment on patients with advanced non-small cell lung cancer (NSCLC), we set out to determine a clinically meaningful change (CMC) on the Lung Cancer Subscale (LCS) and the Trial Outcome Index (TOI) of the Functional Assessment of Cancer Therapy-Lung (FACT-L) questionnaire. We used data from Eastern Cooperative Oncology Group study 5592 (E5592), a randomized trial comparing three chemotherapeutic regimens in 599 advanced NSCLC patients. Patients completed the FACT-L at baseline (pretreatment), 6 weeks, 12 weeks, and 6 months. Comparing across baseline performance status (0 vs. 1), prior weight loss (<5% vs. > or = 5%), and primary disease symptoms (< or = 1 vs. >1), LCS and TOI score differences ranged from 2.4 to 3.6 and 6.5 to 9.2, respectively (all Ps <.001). Mean improvement in LCS score from baseline to 12 weeks was 2.4 points in patients who had responded to treatment versus 0.0 points in patients who had progressive disease. Twelve-week LCS change scores for patients progressing early were 3.1 points worse than those of patients progressing later (mean = -1.2 vs.1.9, respectively). Similarly, the average TOI change score from baseline to 12 weeks was -6.1 for patients who had progressive disease versus -0.8 points for patients who had responded to treatment. Twelve-week TOI change scores for patients progressing early (mean = -8.1) were 5.7 points worse than those of patients progressing later (mean = -8.1 vs. -2.4, respectively). Analyses assuming nonrandom missing data resulted in slightly larger differences. Clinically relevant change scores were estimated as two to three points for the LCS and five to seven points for the TOI, setting upper limits for minimal CMCs. These values were comparable to suggested distribution-based criteria of a minimally important difference. These results support use of a two to three point change in the LCS and five to six point change on the TOI of the FACT-L as a CMC, and offer practical direction for inclusion of important patient-based endpoints in lung cancer clinical trials.

Adult↗

Patients at high risk of death after lung-volume-reduction surgery.

BACKGROUND: Lung-volume-reduction surgery is a proposed treatment for emphysema, but optimal selection criteria have not been defined. The National Emphysema Treatment Trial is a randomized, multicenter clinical trial comparing lung-volume-reduction surgery with medical treatment. METHODS: After evaluation and pulmonary rehabilitation, we randomly assigned patients to undergo lung-volume-reduction surgery or receive medical treatment. Outcomes were monitored by an independent data and safety monitoring board. RESULTS: A total of 1033 patients had been randomized by June 2001. For 69 patients who had a forced expiratory volume in one second (FEV1) that was no more than 20 percent of their predicted value and either a homogeneous distribution of emphysema on computed tomography or a carbon monoxide diffusing capacity that was no more than 20 percent of their predicted value, the 30-day mortality rate after surgery was 16 percent (95 percent confidence interval, 8.2 to 26.7 percent), as compared with a rate of 0 percent among 70 medically treated patients (P<0.001). Among these high-risk patients, the overall mortality rate was higher in surgical patients than medical patients (0.43 deaths per person-year vs. 0.11 deaths per person-year; relative risk, 3.9; 95 percent confidence interval, 1.9 to 9.0). As compared with medically treated patients, survivors of surgery had small improvements at six months in the maximal workload (P= 0.06), the distance walked in six minutes (P=0.03), and FEV1 (P<0.001), but a similar health-related quality of life. The results of the analysis of functional outcomes for all patients, which accounted for deaths and missing data, did not favor either treatment. CONCLUSIONS: Caution is warranted in the use of lung-volume-reduction surgery in patients with emphysema who have a low FEV1 and either homogeneous emphysema or a very low carbon monoxide diffusing capacity. These patients are at high risk for death after surgery and also are unlikely to benefit from the surgery.

Aged↗

Analysis of the SAGES Outcomes Initiative groin hernia database.

BACKGROUND: In 1999, the Society of American Gastrointestinal Endoscopic Surgeons (SAGES) introduced the SAGES Outcomes Initiative as a way for its members to track their own outcomes. It contains perioperative and postoperative data on nearly 20,000 operations. This report provides a descriptive analysis of the groin hernia database. METHODS: The SAGES Outcomes Initiative database was accessed for all groin hernia cases from September 1999 to February 2005. The data from the preoperative, intraoperative, and postoperative entries were summarized. These data are purely descriptive and no statistical analysis was done. RESULTS: The hernia registry contains 1,607 entries, with 1,070 follow-up entries. Males comprised 85% of patients, 63% were employed, 62% had at least one comorbidity, with 84% ASA class I or II. Primary, unilateral hernia accounted for 86% of cases, whereas 14% were recurrent, 11% bilateral, 6% incarcerated, and 3% required emergency repair. The operating surgeon was the attending surgeon in 83% of cases. Anesthetic techniques were general anesthesia in 74% of cases, regional in 7%, and local in 34%, with only 16% of cases local only. Most patients had symptomatic hernias and symptoms were improved in more than 95% of patients. Most repairs were open, although 45% were endoscopic. The most frequently cited postoperative event was significant bruising (6%), with more than 99% of complications being class I or II. More than 95% of patients were able to return to work by the first postoperative visit. Patients who underwent endoscopic repair were reported to have fewer days of narcotic use than patients undergoing open repairs (0 vs 3). CONCLUSIONS: First analysis of the SAGES Outcomes Initiative groin hernia database demonstrates that (a) this is one of the largest prospective; voluntary hernia registries; (b) missing data are infrequent; and (c) the data are similar to published data from national, mandatory registries and randomized trials. Although the SAGES Outcomes Initiative is a voluntary registry, initially designed for surgeon self-assessment, and it therefore has the potential for methodological concerns inherent to voluntary registries, the findings from this first analysis are encouraging. Efforts are ongoing to simplify data entry (PDA), refine data parameters, increase surgeon participation, and determine the role of data audit and thereby the potential for clinical research.

Adult↗

Accounting for deaths in longitudinal studies using the SF-36: the performance of the Physical Component Scale of the Short Form 36-item health survey and the PCTD.

BACKGROUND: Commonly used measures such as the Physical Component Scale of the Short Form 36-item health survey (PCS) are undefined at death, limiting longitudinal analyses to survivors, a healthier cohort that cannot be identified prospectively, and that might have had little change in health. One proposed approach is to transform the PCS into the Physical Component Transformed, with Deaths included (PCTD), which is the probability of being healthy 1 year later and for which deaths logically have a value of zero. Data missing for other reasons than death have not been considered. OBJECTIVE: To examine the performance of the PCTD, to determine the influence of including deaths, the additional effects of imputing missing values and adjusting for covariates, and the calibration of the PCTD in different populations. METHODS: We imputed missing values of the PCTD, calling the new variable the PCTDI. We compared the distributions of the PCS, PCTD, and PCTDI cross-sectionally and over time. In 3 different populations, we determined whether the PCTD accurately predicted the probability of being healthy 1 year later. RESULTS: The patients who died did not have extreme values on the PCTD. The experience of the cohort was best described by the PCTDI. The calibration of the PCTD was surprisingly good in all the populations examined. Results were similar for the physical function index. CONCLUSION: The PCTDI is an improvement over the PCS, in which patients who had died have no influence, and over the PCTD, where they might have too much influence. We recommend the PCTDI for longitudinal analyses of physical health when deaths occur, for primary or secondary analysis.

Aged↗

Nonresponse bias in a follow-up study of 19-year-old adolescents born as preterm infants.

OBJECTIVE: To assess the effect of demographic and neonatal risk factors and outcome at the last available assessment on the probability of full responders, postal responders (those who only responded to the mailed questionnaire), or nonresponders in a follow-up study of 19-year-old adolescents who were born as preterm infants. DESIGN: The 19-year follow-up program was part of a large ongoing collaborative study in The Netherlands on the long-term effect of prematurity and dysmaturity on various medical, psychological, and social parameters. In the original cohort, 1338 infants (94%) with a gestational age of < 32 weeks and/or a birth weight of < 1500 g were enrolled. Neonatal mortality was 23% (n = 312), and another 67 children had died between the ages of 28 days and 19 years, leaving 959 survivors (72% of the original cohort) for follow-up at the present assessment. To study the effect of nonresponse, we divided the 959 survivors into 3 groups: full responders (596 [62.1%]), postal responders (109 [11.4%]), and nonresponders (254 [26.5%]). In the 3 groups we compared demographic and neonatal data, as well as outcome at the last available assessment. RESULTS: The odds ratios (ORs) for male versus female for the probabilities of nonresponse and postal response were statistically significant: 2.7 (95% CI: 1.9-3.9) and 1.6 (95% CI: 1.0-2.5), respectively. The same holds for the ORs for non-Dutch versus Dutch and low versus high maternal education for nonresponse: 2.0 (95% CI: 1.3-3.2) and 3.7 (95% CI: 2.0-6.7), respectively. Special education and severe handicap showed a statistically significant influence on nonresponse (OR: 1.6; 95% CI: 1.1-2.4 and OR: 2.6; 95% CI: 1.3-5.2) and postal response (OR: 2.0; 95% CI: 1.2-3.3 and OR: 4.4; 95% CI: 2.0-9.9), respectively. At the age of 19 years, primary school and special education were found significantly more frequent in the postal responders than in the full-response group (20% and 21% vs 6% and 12%). The full responders, on the other hand, were higher educated than were the postal responders. CONCLUSIONS: In this follow-up study at the age of 19 years, boys, non-Dutch adolescents, and low maternal education were overrepresented in the nonresponse and postal-response groups. Nonresponse decreased the proportion of infants with adverse outcome in assessed children. To be able to present reliable results for the total group of survivors in long-term follow-up studies, the nonresponse bias needs to be quantified. Therefore, it is evident that more research using statistical methods such as imputation of missing data is needed.

Adolescent↗