Categories
Nevin Manimala Statistics

Relevance of assessment items in community paramedicine home visit programmes: results of a modified Delphi study

BMJ Open. 2021 Nov 11;11(11):e048504. doi: 10.1136/bmjopen-2020-048504.

ABSTRACT

OBJECTIVE: Guidelines for a structured assessment in community paramedicine home visit programmes have not been established and evidence to inform their creation is lacking. We sought to investigate the relevance of assessment items to the practice of community paramedics according to a pre-established clarity-utility matrix.

DESIGN: We designed a modified-Delphi study consisting of predetermined thresholds for achieving consensus, number of rounds of for scoring items, a defined meeting and discussion process, and a sample of participants that was purposefully representative.

SETTING AND PARTICIPANTS: We established a panel of 26 community paramedics representing 20 municipal paramedic services in Ontario, Canada. The sample represented a majority of paramedic services within the province that were operating a community paramedicine home visit programme.

MEASURES: Drawing from a bank of standardised assessment items grouped according to domains aligned with the International Classification on Functioning, Disability, and Health taxonomy, 64 previously pilot-tested assessment items were scored according to their clarity (being free from ambiguity and easy to understand) and utility (being valued in care planning or case management activities). Assessment items covered a broad range of health, social and environmental domains. To conclude scoring rounds, assessment items that did not achieve consensus for relevance to assessment practices were discussed among participants with opportunities to modify assessment items for subsequent rounds of scoring.

RESULTS: Resulting from the first round of scoring, 54 assessment items were identified as being relevant to assessment practices and 3 assessment items were removed from subsequent rounds. The remaining 7 assessment items were modified, with some parts removed from the final items that achieved consensus in the final rounds of scoring.

CONCLUSION: A broadly representative panel of community paramedics identified consensus for 61 assessment items that could be included in a structured, multidomain, assessment instrument for guiding practice in community paramedicine home visit programmes.

TRAIL REGISTRATION NUMBER: ISRCTN58273216.

PMID:34764166 | DOI:10.1136/bmjopen-2020-048504

Categories
Nevin Manimala Statistics

Barn Owl’s Auditory Space Map Activity Matching Conditions for a Population Vector Readout to Drive Adaptive Sound Localizing Behavior

J Neurosci. 2021 Nov 10:JN-RM-1061-21. doi: 10.1523/JNEUROSCI.1061-21.2021. Online ahead of print.

ABSTRACT

Space specific neurons in the owl’s midbrain form a neural map of auditory space, which supports sound orienting behavior. Previous work proposed that a population vector (PV) readout of this map, implementing statistical inference, predicts the owl’s sound localization behavior. This model also predicts the frontal localization bias normally observed and how sound localizing behavior changes when the signal to noise ratio varies, based on the spread of activity across the map. However, the actual distribution of population activity and whether this pattern is consistent with premises of the PV readout model on a trial-by-trial bases remains unknown. To answer these questions, we investigated whether the population response profile across the midbrain map in the barn owl’s optic tectum matches these predictions using in vivo multi-electrode array recordings. We found that response profiles of recorded sub-populations are sufficient for estimating the stimulus ITD using responses from single trials. Furthermore, this decoder matches the expected differences in trial-by-trial variability and frontal bias between stimulus conditions of low and high signal-to-noise ratio. These results support the hypothesis that a PV readout of the midbrain map can mediate statistical inference in sound localizing behavior of barn owls.SIGNIFICANCE STATEMENTWhile the tuning of single neurons in the owl’s midbrain map of auditory space has been considered predictive of this species’ highly specialized sound localizing behavior, response properties across the population remain largely unknown. For the first time, this study analyzed the spread of population responses across the map using multi-electrode recordings and how it changes with signal-to-noise ratio. The observed responses support the hypothesis of a population vector readout’s ability to predict biases in orienting behaviors and mediate uncertainty-dependent behavioral commands. The results are of significance for understanding potential mechanisms for the implementation of optimal behavioral commands across species.

PMID:34764158 | DOI:10.1523/JNEUROSCI.1061-21.2021

Categories
Nevin Manimala Statistics

SARS-CoV-2 antibody prevalence in Sierra Leone, March 2021: a cross-sectional, nationally representative, age-stratified serosurvey

BMJ Glob Health. 2021 Nov;6(11):e007271. doi: 10.1136/bmjgh-2021-007271.

ABSTRACT

INTRODUCTION: As of 26 March 2021, the Africa Centres for Disease Control and Prevention had reported 4 159 055 cases of COVID-19 and 111 357 deaths among the 55 African Union member states; however, no country has published a nationally representative serosurvey as of October 2021. Such data are vital for understanding the pandemic’s progression on the continent, evaluating containment measures, and policy planning.

METHODS: We conducted a cross-sectional, nationally representative, age-stratified serosurvey in Sierra Leone in March 2021 by randomly selecting 120 Enumeration Areas throughout the country and 10 randomly selected households in each of these. One to two persons per selected household were interviewed to collect information on sociodemographics, symptoms suggestive of COVID-19, exposure history to laboratory-confirmed COVID-19 cases, and history of COVID-19 illness. Capillary blood was collected by fingerstick, and blood samples were tested using the Hangzhou Biotest Biotech RightSign COVID-19 IgG/IgM Rapid Test Cassette. Total seroprevalence was estimated after applying sampling weights.

RESULTS: The overall weighted seroprevalence was 2.6% (95% CI 1.9% to 3.4%). This was 43 times higher than the reported number of cases. Rural seropositivity was 1.8% (95% CI 1.0% to 2.5%), and urban seropositivity was 4.2% (95% CI 2.6% to 5.7%).

DISCUSSION: Overall seroprevalence was low compared with countries in Europe and the Americas (suggesting relatively successful containment in Sierra Leone). This has ramifications for the country’s third wave (which started in June 2021), during which the average number of daily reported cases was 87 by the end of the month:this could potentially be on the order of 3700 actual infections per day, calling for stronger containment measures in a country with only 0.2% of people fully vaccinated. It may also reflect significant under-reporting of incidence and mortality across the continent.

PMID:34764148 | DOI:10.1136/bmjgh-2021-007271

Categories
Nevin Manimala Statistics

Potential impact of 5 years of ivermectin mass drug administration on malaria outcomes in high burden countries

BMJ Glob Health. 2021 Nov;6(11):e006424. doi: 10.1136/bmjgh-2021-006424.

ABSTRACT

INTRODUCTION: The global progress against malaria has slowed significantly since 2017. As the current malaria control tools seem insufficient to get the trend back on track, several clinical trials are investigating ivermectin mass drug administration (iMDA) as a potential additional vector control tool; however, the health impacts and cost-effectiveness of this new strategy remain unclear.

METHODS: We developed an analytical tool based on a full factorial experimental design to assess the potential impact of iMDA in nine high burden sub-Saharan African countries. The simulated iMDA regimen was assumed to be delivered monthly to the targeted population for 3 months each year from 2023 to 2027. A broad set of parameters of ivermectin efficacy, uptake levels and global intervention scenarios were used to predict averted malaria cases and deaths. We then explored the potential averted treatment costs, expected implementation costs and cost-effectiveness ratios under different scenarios.

RESULTS: In the scenario where coverage of malaria interventions was maintained at 2018 levels, we found that iMDA in these nine countries has the potential to reverse the predicted growth of malaria burden by averting 20-50 million cases and 36 000-90 000 deaths with an assumed efficacy of 20%. If iMDA has an efficacy of 40%, we predict between 40-99 million cases and 73 000-179 000 deaths will be averted with an estimated net cost per case averted between US$2 and US$7, and net cost per death averted between US$1460 and US$4374.

CONCLUSION: This study measures the potential of iMDA to reverse the increasing number of malaria cases for several sub-Saharan African countries. With additional efficacy information from ongoing clinical trials and country-level modifications, our analytical tool can help determine the appropriate uptake strategies of iMDA by calculating potential marginal gains and costs under different scenarios.

PMID:34764146 | DOI:10.1136/bmjgh-2021-006424

Categories
Nevin Manimala Statistics

Quantifying T2-FLAIR Mismatch Using Geographically Weighted Regression and Predicting Molecular Status in Lower-Grade Gliomas

AJNR Am J Neuroradiol. 2021 Nov 11. doi: 10.3174/ajnr.A7341. Online ahead of print.

ABSTRACT

BACKGROUND AND PURPOSE: The T2-FLAIR mismatch sign is a validated imaging sign of isocitrate dehydrogenase-mutant 1p/19q noncodeleted gliomas. It is identified by radiologists through visual inspection of preoperative MR imaging scans and has been shown to identify isocitrate dehydrogenase-mutant 1p/19q noncodeleted gliomas with a high positive predictive value. We have developed an approach to quantify the T2-FLAIR mismatch signature and use it to predict the molecular status of lower-grade gliomas.

MATERIALS AND METHODS: We used multiparametric MR imaging scans and segmentation labels of 108 preoperative lower-grade glioma tumors from The Cancer Imaging Archive. Clinical information and T2-FLAIR mismatch sign labels were obtained from supplementary material of relevant publications. We adopted an objective analytic approach to estimate this sign through a geographically weighted regression and used the residuals for each case to construct a probability density function (serving as a residual signature). These functions were then analyzed using an appropriate statistical framework.

RESULTS: We observed statistically significant (P value = .05) differences between the averages of residual signatures for an isocitrate dehydrogenase-mutant 1p/19q noncodeleted class of tumors versus other categories. Our classifier predicts these cases with area under the curve of 0.98 and high specificity and sensitivity. It also predicts the T2-FLAIR mismatch sign within these cases with an under the curve of 0.93.

CONCLUSIONS: On the basis of this retrospective study, we show that geographically weighted regression-based residual signatures are highly informative of the T2-FLAIR mismatch sign and can identify isocitrate dehydrogenase-mutation and 1p/19q codeletion status with high predictive power. The utility of the proposed quantification of the T2-FLAIR mismatch sign can be potentially validated through a prospective multi-institutional study.

PMID:34764084 | DOI:10.3174/ajnr.A7341

Categories
Nevin Manimala Statistics

Surgeon effects on cataract refractive outcomes are minimal compared with patient comorbidity and gender: an analysis of 490 987 cases

Br J Ophthalmol. 2021 Nov 11:bjophthalmol-2021-320231. doi: 10.1136/bjophthalmol-2021-320231. Online ahead of print.

ABSTRACT

AIM: To investigate effect of patient age, gender, comorbidities and surgeon on refractive outcomes following cataract surgery.

METHODS: Study population: patients on UK national ophthalmic cataract database on cataract operations undertaken between 1 April 2010 and 31 August 2018. Variables examined included gender, age, diabetic retinopathy, glaucoma, high myopia, inherited retinal disease, optic nerve disease, uveitis, pseudoexfoliation, vitreous opacities, retinal pathology, cataract type, previous surgery and posterior capsular rupture. A multivariate normal cross-classified model was fitted to the refractive outcome using Markov Chain Monte Carlo (MCMC) methods with diffuse priors to approximate maximum likelihood estimation. A MCMC chain was generated with a burn-in of 5000 iterations and a monitoring chain of 50 000 iterations.

RESULTS: 490 987 cataract operations were performed on 351 864 patients by 2567 surgeons. Myopic and astigmatic errors were associated with posterior capsule rupture (-0.38/+0.04×72), glaucoma (-0.10/+0.05×95), previous vitrectomy (-0.049/+0.03×66) and high myopia (-0.07/+0.03×57). Hyperopic and astigmatic errors were associated with diabetic retinopathy (+0.08/+0.03×104), pseudoexfoliation (+0.07/+0.01×158), male gender (+0.12/+0.05×91) and age (-0.01/+0.06×97 per increasing decade). Inherited retinal disease, optic nerve disease, previous trabeculectomy, uveitis, brunescent/white cataract had no significant impact on the error of the refractive outcome. The effect of patient gender and comorbidity was additive. Surgeons only accounted for 4% of the unexplained variance in refractive outcome.

CONCLUSION: Patient comorbidities and gender account for small but statistically significant differences in refractive outcome, which are additive. Surgeon effects are very small.

PMID:34764082 | DOI:10.1136/bjophthalmol-2021-320231

Categories
Nevin Manimala Statistics

Transcultural adaptation and validity of a pictogram to assess communication needs in adults with artificial airway in intensive care

Enferm Intensiva (Engl Ed). 2021 Nov 8:S2529-9840(21)00063-X. doi: 10.1016/j.enfie.2021.01.002. Online ahead of print.

ABSTRACT

OBJECTIVE: To perform the cross-cultural adaptation and validity of a pictogram to assess communication needs in adults with artificial airway in ICU in Cartagena, Colombia.

METHOD: Scale validation study, population comprising all the patients who were hospitalized in six ICU of Cartagena-Colombia. The sample was made up of 181 adult patients with artificial airway, the adaptation to Spanish was determined (translation, backtranslation, expert review, pre-final version, pilot test, final version), facial validity by expert agreement, content validity with the Lawshe index modified by Tristan (cut-off point 0.58), exploratory factor analysis (AFE) with the Bartlett’s test of sphericity and Cattell’s graph; internal consistency measured through the Cronbach alpha statistic.

RESULTS: Patients between the ages of 19 and 88 years participated (mean = 54 ± 17), 91.71% expressed frequent needs for accompaniment, knowing date and time; 61% of the experts agreed with the cross-culturally adapted items, the overall Content Validity Index (CVI) was 0.86 with agreement in understanding eleven items. The AFE suggested retaining 13 items and 3 factors (perception/cognition, elimination and exchange, comfort), which explain the construct. The internal alpha Cronbach consistency was 0.64.

CONCLUSIONS: The pictographic material, Spanish version, was shown to be a multidimensional instrument composed of 18 items grouped in 3 factors. Therefore, it is recommended it be applied to the patient with artificial airway and to establish communication as a preliminary point of care in nursing.

PMID:34764072 | DOI:10.1016/j.enfie.2021.01.002

Categories
Nevin Manimala Statistics

CBCRisk model to determine the risk of contralateral breast cancer in sporadic breast cancer

Cir Esp (Engl Ed). 2021 Nov 8:S2173-5077(21)00259-3. doi: 10.1016/j.cireng.2021.10.008. Online ahead of print.

ABSTRACT

INTRODUCTION: The great majority of breast cancer (BC) cases are diagnosed in women who have no known family history of the disease and are not carriers of any risk mutation. During the past few decades an increase in the number of contralateral prophylactic mastectomy (CPM) has been produced in these patients. The CBCRisk model calculates the absolute risk of suffering from contralateral breast cancer (CBC); thus, it can be used to counselling patients with sporadic breast cancer.

METHOD: An observational, retrospective study including sporadic breast cancer patients treated with contralateral prophylactic mastectomy has been conducted between 2017 and 2019. A descriptive and comparative study with one variation of logistic regression has been carried out in order to identify predictive factors of occult tumors (OT) and medium/high risk damage (MHRD). Evaluation of the CBCRisk model published in 2017 and different limit values for the CPM recommendation.

RESULTS: 42 patients were selected. Incidence of MHRD and OT was lower than that described in the literatura (9.52%MHRD, 2.38%OT). None of the evaluated variables reached statistical significance for predicting injuries. The average value of CBCRisk 5 years ahead found in patients with pathological findings was 2.08 (DE 0.97), higher than the average value of the whole group (1.87 ± 0.91) and the subgroup without pathological findings (1.84 ± 0.91). Only values >3 for CBCRisk were considered statistically significant (P = .04) for the prediction of histological lesions.

CONCLUSION: Patients with sporadic breast cancer should be adequately informed about the estimated risks and benefits of undergoing a contralateral prophylactic mastectomy. The CBCRisk may be useful for the counseling of these patients, but it requires validation in larger and prospective cohorts.

PMID:34764058 | DOI:10.1016/j.cireng.2021.10.008

Categories
Nevin Manimala Statistics

Medium-term outcome after stented and un-stented distal urethroplasty: A retrospective analysis on redo-urethroplasty need and cosmetic results

Actas Urol Esp (Engl Ed). 2021 Nov 8:S2173-5786(21)00117-7. doi: 10.1016/j.acuroe.2020.10.015. Online ahead of print.

ABSTRACT

INTRODUCTION: Long-term complication rates after distal hypospadias repair can be close to 20%. There are no available guidelines regarding the need for a catheter in distal urethroplasty. We report a retrospective analysis on medium-term redo-urethroplasty rate and cosmetic results after a two-years pilot study on stented/un-stented distal urethroplasties.

MATERIALS AND METHODS: A total of 11 stented (Group A) and 17 un-stented (Group B) Snodgrass-procedures were performed by the same pediatric surgeon at our Institution (2011-2013). The median age at surgery was 2.1 years (range 1-8.5). Inclusion criteria were primitive distal defect, same surgeon in both interventions, catheter-free discharge. The median follow-up was 6.4 years (range 1.5-8.1). All patients received at least one post-operative clinical-cosmetic examination (HOSE). The aim of our study was to compare medium-term complications and redo-urethroplasty rates before starting a randomized study. A retrospective analysis was performed. We used Fisher’s exact-test (P < 0.05) for statistical analysis.

RESULTS: Of 28 complications, 5 required redo-surgery: 2/11 stented-cases, 3/17 un-stented. Cosmetic results were satisfactory in both groups. These results were not statistically significant (P = 1.000).

CONCLUSION: Long-term follow-up is mandatory to know redo-urethroplasty rate and cosmetic outcome after distal stented/un-stented repair. Further studies are needed to evaluate the role of catheter placement and the definitive outcome in distal urethroplasty.

PMID:34764052 | DOI:10.1016/j.acuroe.2020.10.015

Categories
Nevin Manimala Statistics

Identifying outcome measures for atrial fibrillation value-based contracting using the Delphi method

Res Social Adm Pharm. 2021 Oct 29:S1551-7411(21)00361-2. doi: 10.1016/j.sapharm.2021.10.008. Online ahead of print.

ABSTRACT

BACKGROUND: Value-based contracts that tie payments for pharmaceuticals to predefined outcomes aim to promote value through shared risk and aligned incentives between manufacturers and payers.

METHODS: We conducted a Delphi study among diverse stakeholders (patients, providers, payers, pharmacy benefits managers, pharmaceutical company representatives) to identify top meaningful outcomes for inclusion in value-based contracts for atrial fibrillation medications. The final panel (n = 55) rated the importance of each outcome on a 5-point Likert scale and selected their top 3 most meaningful outcomes. Non-patient participants rated the feasibility of collecting each outcome on a 5-point Likert scale. Consensus was defined as ≥75% agreement (Likert scores ≥4/5 or selection of an outcome as most meaningful). Differences between stakeholder groups were examined using Fisher’s Exact Test.

RESULTS: Consensus was achieved for importance of 10 outcomes (Likert scale), where “preventing stroke or mini-stroke” reached 100% agreement (55/55). Eighty-one percent (44/54) of participants selected “preventing stroke or mini-stroke” as the most meaningful outcome (rank order question). The measures rated as most feasibly collected were “reducing hospitalizations” (97%, 36/37) followed by “preventing stroke or mini-stroke” and “reducing emergency department visits” (both 92%, 34/37). There were statistically significant differences between patients and non-patients [0% (0/17) vs 22% (8/37), P = 0.047] and patients and providers [0% (0/17) vs 39% (7/18), P = 0.008] in selection of “improving health-related quality of life” as a most meaningful outcome.

CONCLUSIONS: These findings will inform the design of atrial fibrillation value-based pharmaceutical contracts and provide additional insight into preferences for outcomes which could be used to improve the quality of atrial fibrillation care.

PMID:34764046 | DOI:10.1016/j.sapharm.2021.10.008