scholarly journals Univariate Tests for Phase Capacity: Tools for Identifying When to Modify a Survey’s Data Collection Protocol

2017 ◽  
Vol 33 (3) ◽  
pp. 601-624
Author(s):  
Taylor Lewis

AbstractTo mitigate the potentially harmful effects of nonresponse, most surveys repeatedly follow up with nonrespondents, often targeting a response rate or predetermined number of completes. Each additional recruitment attempt generally brings in a new wave of data, but returns gradually diminish over the course of a fixed data collection protocol, as each subsequent wave tends to consist of fewer responses than the last. Consequently, point estimates begin to stabilize. This is the notion of phase capacity, suggesting some form of design change is in order, such as switching modes, increasing the incentive, or, as is considered exclusively in this research, discontinuing the nonrespondent follow-up campaign altogether. A previously proposed test for phase capacity calls for multiply imputing nonrespondents’ missing data to assess, retrospectively, whether the most recent wave of data significantly altered a key, nonresponse-adjusted point estimate. This study introduces a more flexible adaptation amenable to surveys that instead reweight the observed data to compensate for nonresponse. Results from a simulation study and application indicate that, all else equal, the weighting version of the test is more sensitive to point estimate changes, thereby dictating more follow-up attempts are warranted.

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 3434-3434
Author(s):  
Britta Höchsmann ◽  
Christiane Neher ◽  
Ulrich Germing ◽  
Janne Vehreschild ◽  
Juliane Eggermann ◽  
...  

Abstract Abstract 3434 Introduction: Several clinical trials established treatment with horse ATG (hATG) and cyclosporine A (CsA) as standard treatment of AA in patients (pts) who are not candidates for stem cell transplantation (SCT). In 2007 the hATG brand Lymphoglobulin® was withdrawn from the market. As the hATG brand ATGAM®, is not approved in Europe, hATG was replaced by rabbit ATG (rATG). Recently a large prospective randomized one-center study from NIH, USA comparing hATG ATGAM®/CsA and rATG Thymoglobulin®/CsA in untreated AA showed significantly lower response rates and survival with rATG. To obtain further information on rATG treatment in an unselected AA population, especially with a higher median of age and use of different rATG dosages we performed a retrospective data collection of first line rATG therapy on several centers. This shall reflect outcome after rATG in a real-world situation. Methods: Retrospective data collection and analysis of first line rATG treatment of AA after approval by Ethical Committee. Results: Up to now retrospective data of 64 pts from 18 centres in Germany were analysed. Characteristics of the pts: 30 male, 34 female; median age at time of therapy 54 years (6–80 years); 87.5% of pts had idiopathic AA. 51.6% of pts had severe AA, 32.8% very severe AA and 15.6% non-severe AA. Median granulocyte count was 0.3 G/l. 86% of the pts required red blood cell and 92% platelet transfusions. 56 of the evaluable pts received Thymoglobulin® and 5 pts Fresenius ATG S®. 52 of the 56 Thymoglobulin®-treated pts got this therapy in the years 2007–2011, i.e. not as deliberate primary choice of rATG but because hATG was no longer available. Median daily dose of Thymoglobulin® was 3.5 mg/kg (range from 2.5 – 3.75 mg/kg) for 5 days. 62 of 64 pts received additional immunosuppressive therapy with CsA and 19 of 64 pts received G-CSF. The median follow-up for surviving pts was 558.5 days (range, 78–3800 days). Response rates at time of best response of pts were CR in 10/58 pts (17%), PR in 18/58 pts (31%) and NR in 30/58 pts (52%) (only surviving patients with a minimum follow-up of 120 days were analyzed). Median interval to best response was 217 days. Response rate (PR+CR) was 16/33 (48.5%) in pts who received a Thymoglobulin® dose of > 3.5 –3.75 mg/kg/day versus only 4/14 (28.6%) group of 14 pts with a dose of > 2.5 to < 3.5 mg/kg/day (p=0.17; Fisher`s exact test). Relapses occurred in 3/28 responders and clonal evolution was observed in 3 pts (2 PNH, 1 MDS). Eighteen of 63 evaluable pts received allogenic SCT after ATG-therapy and were censored at the date of SCT. 23% of 44 pts without SCT died. In 6 of these 10 pts death was caused by infections. Other causes of death were bleeding, cardiac event, acute respiratory distress syndrome, adynamia. Overall probability of survival at 3 years was 75.8% (95% confidence interval (CI): 61.8 – 89.9%) and survival censored for SCT was 79.9% (CI: 66.0–92.8%). Survival was significantly better in responders (PR and CR) (94.1% at 3 years; CI: 82.9–100%) than in non-responders (58.0% at 3 years; CI 34.0 – 81.3%) (p=0.04; log-rank test). Adverse events were reported in 79.4% of 63 evaluable pts consisting of anaphylaxis/allergy in 27.3%, serum sickness in 12.7%, fever/chills in 34.5%, and bacterial/viral/fungal infections in 54.5% of pts. Conclusion: Response rate and survival after rATG+CsA in this retrospective analysis is lower than in historical controls (e.g. hATG+CsA treatment in previous controlled studies of the German AA Study Group and the EBMT AA Working Party; Frickhofen et al., Blood 2003; Tichelli et al., Blood 2011) and rate of (early) infections seem to be high. Our results are in accordance with recent reports from other groups. Additionally the results of this retrospective data analysis suggest a benefit for the patient group treated with a Thymoglobulin® dosage of > 3.5 –3.75 mg/kg/day compared to lower doses (< 3.5 mg/kg/day). There is growing evidence that best results in terms of response and survival are obtained by hATG-based immunosuppression. hATG can not be replaced by rATG without negative impact on patient outcome. There is need for action to achieve availability of hATG worldwide. If hATG is not available, treatment with rATG should be considered instead of no treatment or treatment with CsA alone since still about half of the patients respond to rATG. Disclosures: Höchsmann: Alexion: Consultancy, Honoraria; Novartis: Consultancy, Honoraria; Amgen: Consultancy; Genzyme: Consultancy, Honoraria, Research Funding. Off Label Use: The use of the horse ATG ATGAM in Aplastic Anemia is off-label in Europe. At the moment no horse ATG with approval is available in Europe. Schrezenmeier:Genzyme: Consultancy, Honoraria, Research Funding; Alexion: Consultancy, Honoraria; Novartis: Consultancy, Research Funding.


2018 ◽  
Vol 1 ◽  
pp. 107
Author(s):  
Adi Heryadi ◽  
Evianawati Evianawati

This study aims to prove whether transformational leadership training is effective for building anti-corruption attitudes of villages in Kebonharjo village, subdistrict Samigaluh Kulonprogo. This research is an experimental research with one group pre and posttest design.Subject design is 17 people from village of 21 candidates registered. Measuring tool used in this research is the scale of anti-corruption perception made by the researcher referring to the 9 anti-corruption values with the value of reliability coefficient of 0.871. The module used as an intervention made by the researcher refers to the transformational leadership dimension (Bass, 1990). The data collected is analyzed by statistical analysis of different test Paired Sample Test. Initial data collection results obtained sign value of 0.770 which means> 0.05 or no significant difference between anti-corruption perception score between before and after training. After a period of less than 1 (one) month then conducted again the measurement of follow-up of the study subjects in the measurement again using the scale of anti-corruption perception. The results of the second data collection were analysed with Paired Samples Test and obtained the value of 0.623 sign meaning p> 0.05 or no significant difference between post test data with follow-up data so that the hypothesis of this study was rejected.


2020 ◽  
Author(s):  
Elise Braekman ◽  
Stefaan Demarest ◽  
Rana Charafeddine ◽  
Sabine Drieskens ◽  
Finaba Berete ◽  
...  

BACKGROUND Potential is seen in web data collection for population health surveys due to a combination of its cost-effectiveness, implementation ease and the increased internet penetration. Nonetheless, web modes may lead to lower and more selective unit response rates than traditional modes and hence may increase bias in the measured indicators. OBJECTIVE This research assesses the unit response and costs of a web versus F2F study. METHODS Alongside the F2F Belgian Health Interview Survey of 2018 (BHIS2018; n gross sample used: 7,698), a web survey (BHISWEB; n gross sample=6,183) is organized. Socio-demographic data on invited individuals is obtained from the national register and census linkages. Unit response rates considering the different sampling probabilities of both surveys are calculated. Logistic regression analyses examine the association between mode system (web vs. F2F) and socio-demographic characteristics on unit non-response. The costs per completed web questionnaire are compared with these for a completed F2F questionnaire. RESULTS The unit response rate is lower in BHISWEB (18.0%) versus BHIS2018 (43.1%). A lower web response is found among all socio-demographic groups, however, the difference is higher among people older than 65, low educated people, people with a non-Belgian nationality, people living alone and these living in Brussels Capital. Not the same socio-demographic characteristics are associated with non-response in both studies. Having another European (OR (95% CI): 1.60 (1.20-2.13)) or a non-European nationality (OR (95% CI): 2.57 (1.79-3.70)) (compared to having the Belgian nationality) and living in the Brussels Capital (95% CI): 1.72 (1.41-2.10)) or Walloon (OR (95% CI): 1.47 (1.15 - 1.87) region (compared to living in the Flemish region) is only in BHISWEB associated with a higher non-response. In BHIS2018 younger people (OR (95% CI): 1.31 (1.11-1.54)) are more likely to be non-respondent than older people, this was not found BHISWEB. In both studies, lower educated people have a higher change to be non-respondent, but this effect is more pronounced in BHISWEB (OR low vs. high education level (95% CI): Web 2.71 (2.21-3.39)); F2F 1.70 (1.48-1.95)). The BHISWEB study has a considerable cost advantage; the total cost per completed questionnaire is almost three times lower (€41) compared to the F2F data collection (€111). CONCLUSIONS The F2F unit response rate is generally higher, yet for certain groups the difference between web versus F2F is more limited. A considerable cost advantage of web collection is found. It is therefore worthwhile to experiment with adaptive mixed-mode designs to optimize financial resources without increasing selection bias; e.g. only inviting socio-demographic groups more eager to participate online for web surveys while remaining to focus on increasing the F2F response rates for other groups. CLINICALTRIAL Studies approved by the Ethics Committee of the University hospital of Ghent


2020 ◽  
Vol 37 (12) ◽  
pp. 835.3-836
Author(s):  
Hamza Malik ◽  
Andrew Appelboam ◽  
Gordon Taylor ◽  
Daryl Wood ◽  
Karen Knapp

Aims/Objectives/BackgroundWrist fractures are among the commonest injuries seen in the emergency department (ED). Around 25% of these injuries have Colles’ type fracture displacement and undergo manipulation in the ED. In the UK, these manipulations are typically done ‘blind’ without real time imaging and recent observational studies show that over 40% of the injuries go on to require surgical fixation (due to inadequate initial reduction or re-displacement). Point of care ultrasound has been used to guide and improve wrist fracture reductions but it’s effect on subsequent outcome is not established. We set up and ran the UK’s first randomised controlled feasibility trial comparing standard and ultrasound guided ED wrist fracture manipulations to test a definitive trial protocol, data collection and estimate recruitment rate towards a future definitive trial.Methods/DesignWe conducted a 1:1, single blind, parallel group, randomised controlled feasibility trial in two UK hospitals. Adults with Colles’ type distal radial fractures requiring manipulation in the ED were recruited by supervising emergency physicians supported by network research nurses. Participants were randomised to ultrasound directed fracture manipulation (intervention) or standard care with sham ultrasound (controls). The trial was run through Exeter Clinical Trials Unit and consent, randomisation and data collection conducted electronically in REDCap cloud. All participants were followed up at 6 weeks to record any surgical intervention and also underwent baseline and 3 month quality of life (EQ-5D-5L) and wrist function (Patient Rated Wrist Evaluation (PRWE) assessments.Results/ConclusionsWe recruited 47 patients in total, with 23 randomised to the interventional arm and 24 randomised to the control arm. We were able to follow up 100% of the patients for the 6 week follow up. Data analysis and results will be presented at the time of the conference.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Sophie H. Bots ◽  
Klaske R. Siegersma ◽  
N. Charlotte Onland-Moret ◽  
Folkert W. Asselbergs ◽  
G. Aernout Somsen ◽  
...  

Abstract Background Despite the increasing availability of clinical data due to the digitalisation of healthcare systems, data often remain inaccessible due to the diversity of data collection systems. In the Netherlands, Cardiology Centers of the Netherlands (CCN) introduced “one-stop shop” diagnostic clinics for patients suspected of cardiac disease by their general practitioner. All CCN clinics use the same data collection system and standardised protocol, creating a large regular care database. This database can be used to describe referral practices, evaluate risk factors for cardiovascular disease (CVD) in important patient subgroups, and develop prediction models for use in daily care. Construction and content The current database contains data on all patients who underwent a cardiac workup in one of the 13 CCN clinics between 2007 and February 2018 (n = 109,151, 51.9% women). Data were pseudonymised and contain information on anthropometrics, cardiac symptoms, risk factors, comorbidities, cardiovascular and family history, standard blood laboratory measurements, transthoracic echocardiography, electrocardiography in rest and during exercise, and medication use. Clinical follow-up is based on medical need and consisted of either a repeat visit at CCN (43.8%) or referral for an external procedure in a hospital (16.5%). Passive follow-up via linkage to national mortality registers is available for 95% of the database. Utility and discussion The CCN database provides a strong base for research into historically underrepresented patient groups due to the large number of patients and the lack of in- and exclusion criteria. It also enables the development of artificial intelligence-based decision support tools. Its contemporary nature allows for comparison of daily care with the current guidelines and protocols. Missing data is an inherent limitation, as the cardiologist could deviate from standardised protocols when clinically indicated. Conclusion The CCN database offers the opportunity to conduct research in a unique population referred from the general practitioner to the cardiologist for diagnostic workup. This, in combination with its large size, the representation of historically underrepresented patient groups and contemporary nature makes it a valuable tool for expanding our knowledge of cardiovascular diseases. Trial registration: Not applicable.


2019 ◽  
Vol 7 (4) ◽  
pp. 520-544 ◽  
Author(s):  
Andreas C Goldberg ◽  
Pascal Sciarini

Abstract This article assesses whether—and to what extent—turnout bias in postelection surveys is reduced by adding a short nonresponse follow-up (NRFU) survey to a mixed-mode survey. Specifically, we examine how the NRFU survey influences response propensities across demographic groups and political factors and whether this affects data quality. We use a rich dataset on validated voter turnout data, collected across two different ballots. In addition to the main survey that comprises computer-assisted telephone interviews (CATI) and web respondents, both studies include a short follow-up mail survey for nonrespondents. The results demonstrate that collecting extra information from additional respondents on so-called “central” questions is worth the effort. In both studies, the NRFU survey substantially increases representativeness with respect to sociodemographic and participation variables. In particular, voters and politically active citizens are more accurately represented in the NRFU survey. This tends to result in better estimates of turnout determinants in the final (combined) sample than is seen from CATI/web respondents only. Moreover, the increase in response rate and the decrease in nonresponse bias comes at almost no price in terms of measurement errors. Vote overreporting is only slightly higher in the mail follow-up survey than in the main CATI/web survey.


2020 ◽  
Vol 119 (1) ◽  
pp. 65-92
Author(s):  
Beris Penrose

Some reporters, politicians, and doctors have described current cases as a “re-emergence” of these diseases, based on the notion that they had been eliminated. However, silicosis persisted in centuries-old industries like sandblasting and stonemasonry and coal workers pneumoconiosis (CWP) continued in coal mining. Until recently, their presence was obscured by a combination of factors such as misdiagnosis, especially if there was a history of smoking; the failure to follow up workers thought to have silicosis or CWP; the long latency period between dust exposure and disease onset that can conceal the link between the two; and the lack of data collection that may have revealed their presence. As the recent Queensland government inquiry into CWP noted, current cases are more accurately a reidentification.


2021 ◽  
Vol 39 (6_suppl) ◽  
pp. 446-446
Author(s):  
Marc-Oliver Grimm ◽  
Bernd Schmitz-Dräger ◽  
Uwe Zimmermann ◽  
Barbara Grün ◽  
Gustavo Bruno Baretton ◽  
...  

446 Background: Several PD-1 immune-checkpoint inhibitors including Nivolumab (Nivo) are approved in urothelial cancer. Recently, in the front line setting, improved activity of combined PD-L1 and CTLA4 immune-checkpoint inhibition has been reported and a phase III trial with Nivolumab + Ipilimumab (Nivo+Ipi) is ongoing. Here we report a response-based tailored approach starting treatment with Nivo monotherapy using Nivo+Ipi as immunotherapeutic “boost”. Methods: Between July 2017 and April 2019 86 patients were enrolled and treated according to protocol version 3 (cohort 1). Patients started with Nivo 240 mg Q2W induction. After 4 dosings and tumor assessment at week 8 (i) responders (PR/CR) to Nivo monotherapy continued with maintenance while (ii) patients with stable (SD) or progressive disease (PD) received 2 cycles Nivo3+Ipi1 followed by another 2 cycles Nivo1+Ipi3 if not responding. Median follow-up is 8.7 months. The primary endpoint is confirmed investigator-assessed objective response rate (ORR) per RECIST1.1. Secondary endpoints include activity of Nivo monotherapy at week 8, remission rate with Nivo+Ipi “boosts”, safety, overall survival and quality of life. Results: Of the patients 42, 39 and 5 were first, second and third line, respectively. Median age was 67 years (range 45-84), 61 patients (71 %) were male and 25 female. ORR with Nivo monotherapy at first assessment (week 8) was 29 % and 23 % in first and second/third line, respectively. Of the patients 41 received Nivo+Ipi “boosts” after week 8 while 12 received later “boosts”. Best overall response (BOR) rate with Nivo induction ± Nivo+Ipi “boosts” was 48 % and 27 % in first and second/third line, respectively. In first line 7/17 (41 %) patients receiving Nivo+Ipi after week 8 had an improved response compared to 2/24 (8.3 %) in second/third line. Of the patients who continued with Nivo maintenance after week 8 and received later “boosts” 2/12 (17 %) had a PR and 2/12 (17 %) improved to SD. Treatment-related AEs will be presented. Conclusions: TITAN–TCC explores a response-driven use of Nivo+Ipi as an immunotherapeutic “boost”. In first line, this significantly improved ORR compared to the expected response rate of Nivo monotherapy, providing further evidence to the added value of Ipi in combination with Nivo. Further follow-up is ongoing to characterize duration and depth of response. Clinical trial information: NCT03219775 . Research Sponsor: Bristol-Myers Squibb[Table: see text]


Author(s):  
Dr. Jaya Chandra

When you exercise and your muscles work harder, your body uses more oxygen and produces more carbon dioxide. To cope with this extra demand, your breathing has to increase from about 15 times a minute (12 litres of air) when you are resting, up to about 40–60 times a minute (100 litres of air) during exercise. Your circulation also speeds up to take the oxygen to the muscles so that they can keep moving. Any kind of exertion causes some change in vitals. Some amount of fluctuation in vitals after any kind of exertion occurs in every individual and is considered to be normal. But if there is extreme fluctuation in vitals even after mild or moderate form of exertion, it indicates some kind of abnormality or an increased stress on cardiovascular or respiratory system and needs attention.In any case if the vitals fluctuate during any kind of exertion it needs to be stabilized so that its harmful effects can be avoided. For these breathing exercises have been proven to be very beneficial. There are several types of breathing exercises such as deep breathing, diaphragmatic breathing, pursed lip breathing, etc. The need for the study is to compare the effectiveness of Pursed-Lip Breathing & Diaphragmatic Breathing exercise instabilizing the vitals after 6 MWT in young individuals. The objective of this study is to measure the exertion level of the individual, to assess the effect of pursed lip and diaphragmatic breathing exercises on vitals after exertion and also the comparison of both techniques. In the present study we took 60 subjects from saaii college, Kanpur. Method of data collection is random and study design is comparative study with study duration of 4 weeks. Subjects were divided into two equal groups. The paired samples t-test shows significant changes observed i.e., null hypothesis is rejected and alternate hypothesis is accepted and we observed that significant improvement along with effectiveness of pursed lip breathing on stabilizing vitals in overweight individuals.


2018 ◽  
Vol 10 (5) ◽  
pp. 524-531 ◽  
Author(s):  
John Raimo ◽  
Sean LaVine ◽  
Kelly Spielmann ◽  
Meredith Akerman ◽  
Karen A. Friedman ◽  
...  

ABSTRACT Background  Residents and practicing physicians displaying signs of stress is common. It is unclear whether stress during residency persists into professional practice or is associated with future burnout. Objective  We assessed the persistence of stress after residency and its correlation with burnout in professional practice. We hypothesized that stress would linger and be correlated with future burnout. Methods  A prospective cohort study was conducted over 10 years using survey instruments with existing validity evidence. Residents over 3 academic years (2003–2005) were surveyed to measure stress in residency. Ten years later, these residents were sought out for a second survey measuring current stress and burnout in professional practice. Results  From 2003 to 2005, 143 of 155 residents participated in the initial assessment (92% response rate). Of those, 21 were excluded in 2015 due to lack of contact information; follow-up surveys were distributed to 122 participants, and 81 responses were received (66% response rate and 57% of original participants). Emotional distress in residency correlated with emotional distress in professional practice (correlation coefficient = 0.45, P &lt; .0001), emotional exhaustion (correlation coefficient = 0.30, P = .007), and depersonalization (correlation coefficient = 0.25, P = .029). Multivariate linear regression showed that emotional distress in residency was associated with future emotional distress (β estimate = 0.57, P = .005) and depersonalization (β estimate = 2.29, P = .028). Conclusions  We showed emotional distress as a resident persists into individuals' professional practice 10 years later and has an association with burnout in practice.


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