Assessing Magnitude of Effect from Rank-Order Correlation Coefficients

1982 ◽  
Vol 42 (3) ◽  
pp. 763-765 ◽  
Author(s):  
Robert F. Strahan
1999 ◽  
Vol 8 (4) ◽  
pp. 254-261 ◽  
Author(s):  
J Powers ◽  
SJ Bennett

BACKGROUND: Dyspnea, or difficult breathing, is common in patients receiving mechanical ventilation; however, dyspnea is not routinely or systematically measured. OBJECTIVE: The primary purpose of this methodological study was to evaluate the test-retest reliability of 5 dyspnea rating scales and the criterion validity of 4 dyspnea rating scales in patients receiving mechanical ventilation. The secondary purpose was to examine the correlations between each of these 5 rating scales and physiological measures of respiratory function. METHODS: The convenience sample consisted of 28 patients on mechanical ventilation during their hospitalization in the intensive care units of a large, inner-city hospital. Patients rated their dyspnea twice at 30-minute intervals on the visual analogue scale, the vertical analogue dyspnea scale, the modified Borg scale, the numerical scale, and the faces scale. Test-retest reliability was computed by using the intraclass correlation coefficient. Criterion validity was evaluated by using the Spearman rank-order correlation coefficient. RESULTS: The 5 rating scales had acceptable test-retest reliabilities, with intraclass correlation coefficients ranging from 0.81 to 0.97. Criterion validity of the 4 scales also was acceptable, with Spearman rank-order correlation coefficients from 0.76 to 0.96. The rating scales were not correlated with most of the physiological variables. At least half of the patients reported moderate to severe dyspnea. CONCLUSION: The scales showed acceptable reliability and validity, and they will be useful in quantifying dyspnea experienced by patients receiving mechanical ventilation. Further work is needed to evaluate the extent and the severity of dyspnea in such patients in order to evaluate the effectiveness of interventions.


2019 ◽  
Vol 3 (Supplement_1) ◽  
Author(s):  
Xueyan Fu ◽  
Will Patterson ◽  
Gregory Dolnikowski ◽  
Bess Dawson-Hughes ◽  
Martha Morris ◽  
...  

Abstract Objectives Very little is known about the forms of vitamin D and vitamin K in the human brain. The objective of this study is to evaluate concentrations of vitamin D and vitamin K forms in human brain and their correlations across four human brain regions. Methods Vitamin D [D3, 25(OH)D and 1,25(OH)2D] and vitamin K [phylloquinone and menaquinone-4 (MK4)] concentrations were measured by LC/MS/MS and HPLC, respectively, in four brain regions from post-mortem samples obtained from participants in the Rush Memory and Aging Project (n = 130, mean age 82 yrs, 81% female). The brain regions analyzed were the mid-frontal cortex (MF) and mid-temporal cortex (MT) [two regions important for memory in Alzheimer's Disease (AD)], the cerebellum (CR, a region not affected by AD), and the anterior watershed white matter (AWS, a region associated with vascular disease). The correlations among the vitamin forms across brain regions were calculated using Spearman rank order correlation coefficients. Significance was set at P < 0.001. Results The average concentrations of vitamin D3, 25(OH)D and MK4 were 604 pg/g, 535 pg/g, and 3.4 pmol/g, respectively. 25(OH)D and MK4 were detected in >95% of the brain samples. Nearly 92% of 1,25(OH)2D and 80% of phylloquinone samples had concentrations below the limit of assay detection (LOD) 1,25(OH)2D = 20 ng/g, phylloquinone = 0.1 pmol/g). Vitamin D3 and 25(OH)D concentrations were positively correlated across all four regions (all Spearman r ≥ 0.78, P < 0.0001). The 1,25(OH)2D was significantly correlated between the MF and CR regions only (Spearman r = 0.30, P < 0.001, all other P ≥ 0.002). MK4 and PK were positively correlated across the four regions studied (MK4 all Spearman r ≥ 0.78, phylloquinone r ≥ 0.49, all P < 0.001). Conclusions To the best of our knowledge, this study is the first evaluation of the concentrations of vitamin D and vitamin K forms in multiple regions of the human brain. Overall, the vitamin D and vitamin K forms were each positively correlated across the four brain regions studied. Future studies are needed to clarify the roles of these nutrients in AD and dementia. Funding Sources National Institute of Aging.


CJEM ◽  
2019 ◽  
Vol 21 (S1) ◽  
pp. S50
Author(s):  
Q. Paterson ◽  
R. Hartmann ◽  
R. Woods ◽  
L. Martin ◽  
B. Thoma

Innovation Concept: The fairness of the Canadian Residency Matching Service (CaRMS) selection process has been called into question by rising rates of unmatched medical students and reports of bias and subjectivity. We outline how the University of Saskatchewan Royal College emergency medicine program evaluates CaRMS applications in a standardized, rigorous, equitable and defensible manner. Methods: Our CaRMS applicant evaluation methods were first utilized in the 2017 CaRMS cycle, based on published Best Practices, and have been refined yearly to ensure validity, standardization, defensibility, rigour, and to improve the speed and flow of data processing. To determine the reliability of the total application scores for each rater, single measures intraclass correlation coefficients (ICCs) were calculated using a random effects model in 2017 and 2018. Curriculum, Tool or Material: A secure, online spreadsheet was created that includes applicant names, reviewer assignments, data entry boxes, and formulas. Each file reviewer entered data in a dedicated sheet within the document. Each application was reviewed by two staff physicians and two to four residents. File reviewers used a standardized, criterion-based scoring rubric for each application component. The file score for each reviewer-applicant pair was converted into a z-score based on each reviewer's distribution of scores. Z-scores of all reviewers for a single applicant were then combined by weighted average, with the group of staff and group of residents each being weighted to represent half of the final file score. The ICC for the total raw scores improved from 0.38 (poor) in 2017 to 0.52 (moderate) in 2018. The data from each reviewer was amalgamated into a master sheet where applicants were sorted by final file score and heat-mapped to offer a visual aid regarding differences in ratings. Conclusion: Our innovation uses heat-mapped and formula-populated spreadsheets, scoring rubrics, and z-scores to normalize variation in scoring trends between reviewers. We believe this approach provides a rigorous, defensible, and reproducible process by which Canadian residency programs can appraise applicants and create a rank order list.


2020 ◽  
Vol 4 (Supplement_2) ◽  
pp. 749-749
Author(s):  
Alexa Evenson ◽  
Emily Heying ◽  
Joleen Barnett ◽  
Annaliese Widmer

Abstract Objectives To investigate sensory attributes of carbonated, flavored, and sweetened beverage consumption, and relationship to the hunger hormone, acylated ghrelin. Methods In a randomized single-blinded crossover design, males (n = 14) and females (n = 15); aged 23–65; BMI &lt; 30 kg/m2; with no reported chronic disease consumed six different beverages (water, carbonated no flavor [CNF], carbonated lime flavor [CL], degassed lime flavor [DL], carbonated lime flavor with aspartame [CLS], and degassed lime flavor with aspartame [DLS]) at separate time points. Participants were asked to consume a breakfast meal (approximately 400 kcals) and then fast for approximately 4 hours. Blood was collected via finger-stick at baseline; and 10 and 45 minutes after consumption of the beverage. ELISA was used to determine acylated ghrelin concentration. A 7-pt likert scale was used to determine acceptability of the treatment beverages. ANOVA and spearman rank-order correlation coefficients were used to determine differences in liking of sensory attributes between beverages and correlations between variables, respectively. Results The CNF, CL, and water beverages were well liked by participants with mean overall liking scores of greater than 5. The overall liking scores were not significantly different between these three beverages (P &gt; 0.05). There were significant differences between CNF, CL, and water and the remaining 3 beverages – DL, CLS, and DLS. Degassed and sweetened beverages (DL, CLS, and DLS) were least liked with mean liking scores ranging from 3.69–4.28. There were no significant correlations (P &gt; 0.05) found between change in acylated ghrelin concentration and overall liking or liking of beverage attributes. Conclusions Acceptability of sensory attributes, including carbonation, flavor, and sweetness, was not related to change in acylated ghrelin concentrations after the consumption of six different beverages. Funding Sources This work was funded by the College of Saint Benedict/Saint John's University Faculty Research/Development Grant.


2004 ◽  
Vol 84 (10) ◽  
pp. 906-918 ◽  
Author(s):  
Diane M Wrisley ◽  
Gregory F Marchetti ◽  
Diane K Kuharsky ◽  
Susan L Whitney

Background and Purpose. The Functional Gait Assessment (FGA) is a 10-item gait assessment based on the Dynamic Gait Index. The purpose of this study was to evaluate the reliability, internal consistency, and validity of data obtained with the FGA when used with people with vestibular disorders. Subjects. Seven physical therapists from various practice settings, 3 physical therapist students, and 6 patients with vestibular disorders volunteered to participate. Methods. All raters were given 10 minutes to review the instructions, the test items, and the grading criteria for the FGA. The 10 raters concurrently rated the performance of the 6 patients on the FGA. Patients completed the FGA twice, with an hour's rest between sessions. Reliability of total FGA scores was assessed using intraclass correlation coefficients (2,1). Internal consistency of the FGA was assessed using the Cronbach alpha and confirmatory factor analysis. Concurrent validity was assessed using the correlation of the FGA scores with balance and gait measurements. Results. Intraclass correlation coefficients of .86 and .74 were found for interrater and intrarater reliability of the total FGA scores. Internal consistency of the FGA scores was .79. Spearman rank order correlation coefficients of the FGA scores with balance measurements ranged from .11 to .67. Discussion and Conclusion. The FGA demonstrates what we believe is acceptable reliability, internal consistency, and concurrent validity with other balance measures used for patients with vestibular disorders.


2021 ◽  
Vol 48 (3) ◽  
pp. 255-268
Author(s):  
Seong Jin Kim ◽  
Je Seon Song ◽  
Ik-Hwan Kim ◽  
Seong-Oh Kim ◽  
Hyung-Jun Choi

The aim of this study was to investigate the relationships between the stages of calcification of various teeth and skeletal maturity stages among Korean subjects. The samples were derived from hand-wrist, panoramic radiographs, and lateral cephalograms of 743 subjects (359 males and 384 females) with ages ranging from 6 to 14 years. Calcification of seven permanent mandibular teeth on the left side were rated according to the system of Demirjian. To evaluate the stage of skeletal maturation, hand-wrist radiographs were analyzed by skeletal maturity indicators (SMI) system of Fishman and lateral cephalograms by cervical vertebral maturation (CVM) method of Baccetti. Statistically significant relationships were found between dental calcification and skeletal maturity stages according to Spearman rank-order correlation coefficients (r = 0.40-0.84, p < 0.001). The second molar showed the highest correlation and central incisor showed the lowest correlation for female and male subjects. For both sexes, canine stage G and second molar stage F were related to SMI 6 and CS 3. Because of the high correlation coefficients, this study suggests that tooth calcification stages from panoramic radiographs might be clinically useful as a maturity indicator of the pubertal growth period in Korean patients.


Author(s):  
Suma AP ◽  
KP Suresh

In a bivariate or a multivariate data, to understand the association between the variables Correlation is the best tool. It gives the degree of relationship between the variables. Regression gives the exact linear relationship between the variables. This article gives details of capabilities of Vassarstats Correlation and Regression and procedure to calculate Correlation coefficient and Regression coefficients with examples. Vassarstats Correlation and Regression can perform Linear Correlation and Regression, Intercorrelations, Multiple Correlation and Regression, Partial Correlation, 0.95 and 0.99 Confidence intervals for population correlation coefficient, Estimating the Population Value of rho, Significance of value of r, Significance of difference between two correlation coefficients, Significance of difference between sample correlation coefficient and hypothetical value of population Correlation coefficient, Rank Order Correlation, Correlation coefficient for a 2*2 contingency table, Point biserial correlation coefficient, Correlation for unordered pairs, and then Simple Logistic Regression.


1993 ◽  
Vol 24 (2) ◽  
pp. 66-72
Author(s):  
O. A.L. Vosloo ◽  
A. A. Archer ◽  
E. V.D.M. Smit

In this article the potential relationship between the quality of mission statements and the corporate financial performance of companies listed in the industrial section of the Johannesburg Stock Exchange (JSE) is investigated. The mission statements submitted were evaluated by the method of content analysis whereby an ordinal value, MSQI, was assigned to each mission statement. Thereafter companies were ranked in terms of the MSQI values. Financial performance was measured in terms of three variables: average return on equity; average return on assets; and share return. These were calculated over different time intervals depending on how long the company had been operating with the mission statement. Two statistical techniques were employed to test for relationships between the performance variables and the quality of the mission statements (MSQI), namely Spearman's rank order correlations and two-sample analysis of means. The majority of correlation coefficients were negative, although only one was statistically significant. It may therefore be concluded (except for the one exception) that the quality of mission statements is not related to corporate financial performance. Possible explanations for this finding are offered.


1965 ◽  
Vol 20 (1) ◽  
pp. 123-126
Author(s):  
Norman Solkoff ◽  
Gil Chrisien

Institutionalized delinquents, institutionalized non-delinquents, and Boy Scouts were instructed to rank order 15 objects in terms of their value as gifts. Mean ranks assigned to each object by Ss in each group, as well as Spearman rank-difference correlation coefficients, suggested that the arbitrary selection of rewards to be used uniformly with all Ss may be an erroneous procedure. Prior to conducting an experiment involving rewards, it seems appropriate to establish first the incentive value of the particular motivator to be employed with a given group of Ss.


Toxins ◽  
2021 ◽  
Vol 13 (8) ◽  
pp. 518
Author(s):  
Mattia Fragola ◽  
Maria Rita Perrone ◽  
Pietro Alifano ◽  
Adelfia Talà ◽  
Salvatore Romano

The atmosphere represents an underexplored temporary habitat for airborne microbial communities such as eukaryotes, whose taxonomic structure changes across different locations and/or regions as a function of both survival conditions and sources. A preliminary dataset on the seasonal dependence of the airborne eukaryotic community biodiversity, detected in PM10 samples collected from July 2018 to June 2019 at a coastal site representative of the Central Mediterranean, is provided in this study. Viridiplantae and Fungi were the most abundant eukaryotic kingdoms. Streptophyta was the prevailing Viridiplantae phylum, whilst Ascomycota and Basidiomycota were the prevailing Fungi phyla. Brassica and Panicum were the most abundant Streptophyta genera in winter and summer, respectively, whereas Olea was the most abundant genus in spring and autumn. With regards to Fungi, Botrytis and Colletotrichum were the most abundant Ascomycota genera, reaching the highest abundance in spring and summer, respectively, while Cryptococcus and Ustilago were the most abundant Basidiomycota genera, and reached the highest abundance in winter and spring, respectively. The genus community structure in the PM10 samples varied day-by-day, and mainly along with the seasons. The impact of long-range transported air masses on the same structure was also proven. Nevertheless, rather few genera were significantly correlated with meteorological parameters and PM10 mass concentrations. The PCoA plots and non-parametric Spearman’s rank-order correlation coefficients showed that the strongest correlations generally occurred between parameters reaching high abundances/values in the same season or PM10 sample. Moreover, the screening of potential pathogenic fungi allowed us to detect seven potential pathogenic genera in our PM10 samples. We also found that, with the exception of Panicum and Physcomitrella, all of the most abundant and pervasive identified Streptophyta genera could serve as potential sources of aeroallergens in the studied area.


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