Research and development

Author(s):  
Tom Burns ◽  
Mike Firn

This chapter covers the spectrum of routine monitoring, audit, service evaluation, and formal research. Routine monitoring is an essential task for all mental health professionals, and techniques to make it more palatable are explored, including using routine data for clinical supervision and monitoring team targets. Regular audit is described as an essential tool for logical service development and quality improvement. In the discussion of research, the importance of choosing the correct methodology and of paying attention to detail are stressed. In community psychiatry, sampling bias, regression to the mean, and the Hawthorne effect pose important risks. The hierarchy of research methods is outlined with randomized controlled trials (RCTs) at the top, preferably with either single- or double-blinding. Careful statistics and systematic reviews support evidence-based practice. In addition to experimental quantitative trials, there is a place for cohort and case control trials, as well as for qualitative trials to generate hypotheses.

2003 ◽  
Vol 46 (6) ◽  
pp. 1340-1351 ◽  
Author(s):  
Xuyang Zhang ◽  
J. Bruce Tomblin

This tutorial is concerned with examining how regression to the mean influences research findings in longitudinal studies of clinical populations. In such studies participants are often obtained because of performance that deviates systematically from the population mean and are then subsequently studied with respect to change in the trait used for this selection. It is shown that in such research there is a potential for the estimates of change to be erroneous due to the effect of regression to the mean. The source of the regression effect is shown to arise from measurement error and a sampling bias of this measurement error in the process of selecting on extreme scores. It is also shown that regression effects are greater with measures that are less reliable and with samples that are selected with more extreme scores. Furthermore, it is shown that regression effects are particularly prominent when measures of change are based on changes in dichotomous states formed from quantitative, normally distributed traits. In addition to a formal analysis of the regression to the mean, the features of regression to the mean are demonstrated via a simulation.


Rheumatology ◽  
2021 ◽  
Vol 60 (Supplement_1) ◽  
Author(s):  
Chan Ning Lee ◽  
Mrinalini Dey ◽  
Mooikhin Hng ◽  
Simon Peterson ◽  
Imna Rahiman ◽  
...  

Abstract Background/Aims  Hydroxychloroquine (HCQ), a frequently-used therapy in rheumatology, can be associated with retinal toxicity. More stringent screening and monitoring guidelines for HCQ-related retinopathy were published by the Royal College of Ophthalmologists (RCOphth) in 2018. Recommendations include: 1) baseline retinal screening within six-twelve months of commencing HCQ; 2) subsequent annual monitoring for at-risk patients, specifically: concurrent tamoxifen-use, estimated glomerular filtration rate (eGFR) <60ml/min/1.73m2, HCQ dose >5mg/kg/day; 3) annual monitoring for all other patients after five years continuous treatment; 4) patient education on HCQ retinopathy. We quantified the rheumatology HCQ exposure and estimated burden on ophthalmology, to inform the development of HCQ retinal screening services. Methods  Cross-sectional data were extracted for patients established on HCQ between 1995-2020 including: weight; eGFR; concomitant retino-toxic medication; concomitant retinal pathology; HCQ dose and duration; documentation of patient education on retinal side-effects. Documentation of relevant ophthalmic testing at baseline (i.e. at time of starting HCQ) were recorded, specifically colour fundus photography, spectral domain optical coherence tomography (SD-OCT) and 10-2 Humphrey visual field (HVF) testing as necessary. Subsequent monitoring with 10-2 HVFs, SD-OCT, autofluorescence (AF) and electrodiagnostic tests (EDTs) as appropriate annually from baseline and from 5 years was recorded. Results  150 patients were included, 84% female, with a mean baseline age of 50.7 years (SD 14.8) and mean weight of 76.4kg (SD 17.6). 63% were on HCQ >5 years (mean duration 7.0 years, SD 5.1). At time of auditing, 50% (75/150) patients had permanently ceased HCQ (62% due to treatment >5 years). 60% patients had documented evidence of education regarding HCQ retinopathy. Of the 150 patients, 39% had baseline risks for retinopathy. 6% had a baseline eGFR <60ml/min/1.73m2. 32% were commenced on HCQ dose greater than 5mg/kg/day. No patients were on concomitant tamoxifen; one patient was on a known retino-toxic drug (quinine). 4% of patients had pre-existing retinal pathology. Of the 75 patients still taking HCQ at time of auditing, 27 (36%) had baseline risk factors warranting yearly retinal screening and 44 (58%) had been on treatment >5years. Most ophthalmology reviews were put on hold until a screening service was established. Of the small number (5.3%) that had baseline ophthalmic screening, 12.5% had colour photography and 75% had SD-OCT. No patients required HVF testing or EDTs. Annual screening revealed 50% of patients had 10-2 HVFs; 75% had SD-OCT; 75% had AF. Only one patient developed maculopathy, not attributed to HCQ. Conclusion  Our results demonstrate the need for service development to facilitate adherence to RCOphth guidance. Up to 40% of patients started on HCQ have baseline risks for retinopathy, most due to dosing >5mg/kg/day warranting yearly screening. Our findings will inform development of a rheumatology HCQ retinal screening pathway and services, to ensure safe long-term use of HCQ. Disclosure  C. Lee*: None. M. Dey*: None. M. Hng: None. S. Peterson: None. I. Rahiman: None. M. Elshafei: None. C. Estrach: None. N.J. Goodson: None.


Rheumatology ◽  
2014 ◽  
Vol 53 (suppl_1) ◽  
pp. i107-i108
Author(s):  
Lindsey S. Cherry ◽  
Rachel Merriman ◽  
Penelope Barnard ◽  
Colin Beevor ◽  
Graham Bowen ◽  
...  

2020 ◽  
Vol 23 ◽  
Author(s):  
Troy V. Mumford ◽  
M. Travis Maynard

Abstract Research on teams in organizations tends to focus on understanding the causes of team performance with a focus on how to enjoy the benefits of team success and avoid the negative consequences of team failure. This paper instead asks the question, ‘what are some of the negative consequences of team success?’ A review of the literature on teams is augmented with research from cognitive science, sociology, occupational psychology, and psychology to explore the potential negative long-term consequences of teamwork success. The general topics of groupthink, overconfidence bias, regression to the mean, role overload, and strategy calcification are reviewed while discussing the implications for future research streams and practical team management.


2013 ◽  
Vol 2013 ◽  
pp. 1-7 ◽  
Author(s):  
Rainer Lüdtke ◽  
Stefan N. Willich ◽  
Thomas Ostermann

Background. Cohort studies have reported that patients improve considerably after individualised homeopathic treatment. However, these results may be biased by regression to the mean (RTM).Objective. To evaluate whether the observed changes in previous cohort studies are due to RTM and to estimate RTM adjusted effects.Methods. SF-36 quality-of-life (QoL) data from a German cohort of 2827 chronically diseased adults treated by a homeopath were reanalysed by Mee and Chua’s modifiedt-test.Results. RTM adjusted effects, standardized by the respective standard deviation at baseline, were 0.12 (95% CI: 0.06–0.19,P<0.001) in the mental and 0.25 (0.22–0.28,P<0.001) in the physical summary score. Small-to-moderate effects were confirmed for the most individual diagnoses in physical, but not in mental component scores. Under the assumption that the true population mean equals the mean of all actually diseased patients, RTM adjusted effects were confirmed for both scores in most diagnoses.Conclusions. Changes in QoL after treatment by a homeopath are small but cannot be explained by RTM alone. As all analyses made conservative assumptions, true RTM adjusted effects are probably larger than presented.


1996 ◽  
Vol 2 (6) ◽  
pp. 556-564 ◽  
Author(s):  
Stephen M. Sawrie ◽  
Gordon J. Chelune ◽  
Richard I. Naugle ◽  
Hans O. Lüders

AbstractTraditional methods for assessing the neurocognitive effects of epilepsy surgery are confounded by practice effects, test-retest reliability issues, and regression to the mean. This study employs 2 methods for assessing individual change that allow direct comparison of changes across both individuals and test measures. Fifty-one medically intractable epilepsy patients completed a comprehensive neuropsychological battery twice, approximately 8 months apart, prior to any invasive monitoring or surgical intervention. First, a Reliable Change (RC) index score was computed for each test score to take into account the reliability of that measure, and a cutoff score was empirically derived to establish the limits of statistically reliable change. These indices were subsequently adjusted for expected practice effects. The second approach used a regression technique to establish “change norms” along a common metric that models both expected practice effects and regression to the mean. The RC index scores provide the clinician with a statistical means of determining whether a patient's retest performance is “significantly” changed from baseline. The regression norms for change allow the clinician to evaluate the magnitude of a given patient's change on 1 or more variables along a common metric that takes into account the reliability and stability of each test measure. Case data illustrate how these methods provide an empirically grounded means for evaluating neurocognitive outcomes following medical interventions such as epilepsy surgery. (JINS, 1996, 2, 556–564.)


2009 ◽  
Vol 24 (S1) ◽  
pp. 1-1
Author(s):  
I. Waheed ◽  
A. Khan

Aim:To establish the numerical prevalence and severity of raised prolactin levels in patients apparently asymptomatic.Method:All outpatients with schizophrenia receiving antipsychotics at Small Heath Health Centre had routine annual prolactin measurements. the sampling was done 0900-1300 either in clinic or at patient's homes. the Upper Limit of Normal (ULN) for prolactin was set by the hospital pathology service at 324 mIU/L (males) and 496 mIU/L (females). Sampling was done 0900-1200 either in clinic or at patient's homes. We recorded the patient's name, age, unit number, ethnicity, details of current medication, recent changes to medication and symptoms of hyperprolactinaemia.Results:Prolactin levels were obtained for 43 patients (M: 24 F:19). All of these patients had no clinical symptomatology that had led to prolactin measurements previously. Abnormal values were found in 47 per cent of females and 58 per cent of males, or 56 per cent (n=24) of the whole cohort. the mean prolactin was 789 mIU/L with a mean of 497 mIU/L in males and 1100 mIU/L in females. All patients on oral risperidone had hyperprolactinaemia.Conclusion:Routine prolactin screening showed abnormal values in 56 per cent of patients and significantly abnormal levels (>1000 mIU/L) that should lead to consideration of drug/dosage alterations in 26% of patients. the prevalence of hyperprolactinaemia in an unselected group of outpatients with schizophrenia suggests that consideration may be given to routine monitoring.


Nutrition ◽  
2000 ◽  
Vol 16 (1) ◽  
pp. 81-82 ◽  
Author(s):  
Garrett Fitzmaurice

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