Analyzing altmetrics and their relationship with citations for conference and review papers: a study of Indian physics research
Purpose The purpose of the present study is to, first of all, analyze the coverage of publications in Physics in the span of five years (2014–2018) having at least one author from an Indian institution in various sources of altmetrics. The second purpose of the study is to analyze the relationship between citations and altmetrics. Correlations between publications having at least one mention in a source of altmetrics and at least one citation have also been carried out. The study attempts to investigate if altmetrics can be used for research evaluation. Design/methodology/approach In the present study, the coverage of conference and review papers in Physics having at least one author from an Indian Institution published during 2014–2018 in various sources of altmetrics and the relationship between altmetrics and citation counts have been carried out. Scopus and Altmetric.com have been used for collecting citation and altmetrics data, respectively. The study analyzes the data for the measures of central tendencies and evaluates if the altmetrics differ considerably from citations. Spearman's rank correlation coefficient was calculated between altmetrics and citations for analyzing the relationship between them. Findings The highest coverage of both conference papers (2.14%) and review papers (22.79%) was found for Twitter. The coverage in the rest of the sources tracked by Altmetric.com was found to be less than 1% for conference papers and less than 7% for review papers. The average Twitter mentions for conference papers tweeted at least once was found to be 2.18 whereas for review papers, it was 7.67. Average Facebook mentions were found to be 1.2 (conference papers) and 1.88 (review papers). The novel Altmetric Attention Score (AAS) developed by Altmetric.com was also analyzed in the study. Spearman's rank correlation coefficients between Twitter mentions-citations, Facebook mentions-citations and AAS-citations were found to be statistically significant but low to week positive. Research limitations/implications The implications of the findings of the study comes to the conclusion that altmetrics should be utilized with caution as a supplementary tool for research evaluation in conjunction with citation-based metrics because of the low coverage of publications in platforms that generate altmetrics. Originality/value The present study deals with the measure of research impact of conference papers and review papers in Physics having at least one author from an Indian institution published during 2014–2018. The study is unique as most of the studies focussed on altmetrics are on journal articles. It is one of the first large scale altmetric studies dealing with Physics research. Also, Indian research has not been explored in the altmetrics literature.
- Research Article
17
- 10.1097/prs.0000000000007270
- Oct 23, 2020
- Plastic and reconstructive surgery
Scholarly output has typically been measured by citation-based metrics such as the Hirsch index (h-index). The Altmetric Attention Score has emerged as a substitute to measure digital attention given to a project. This study aims to determine whether there is any correlation between h-index and the Altmetric score in the plastic surgery literature. Article metrics (full-text views, abstract views, PDF downloads, times e-mailed, Altmetric Attention Score, times tweeted, and number of citations by posts) were extracted from articles published in Plastic and Reconstructive Surgery over a 2-year period. Author metrics, including h5-index, were also collected. Pairwise correlations were performed using Spearman's rank correlation coefficient (r). A total of 1668 articles were published, with 971 included. Altmetric Attention Scores showed strong correlation with other article metrics (r = 0.48 to 0.97; p < 0.001) but weak correlation with h5-index (r = 0.14; p < 0.001) and sum of times cited without self-citation (r = 0.14; p < 0.001). It did not correlate with total publications, average citations per item, or sum of times cited. The h5-indexes showed strong positive correlation with other author bibliometrics (r = 0.66 to 0.97; p < 0.001); moderate correlation with times e-mailed (r = 0.41; p < 0.001); weak correlation with number of citations by posts (r = 0.10; p = 0.002); and no correlation with full-text views, abstract views, PDF downloads, and times tweeted. The Altmetric Attention Score and conventional senior author bibliometrics have weak positive correlation at best and appear to have distinct but complementary roles in measuring scholarly output.
- Research Article
83
- 10.1177/153303461000900304
- Jun 1, 2010
- Technology in Cancer Research & Treatment
Yttrium-90 ((90)Y)-microspheres administered via the hepatic artery has been used for the treatment of unresectable primary or metastatic cancer in the liver. Prior to (90)Y therapy, however, the (90)Y administered activity and the percent shunting to lungs must be determined, most commonly by gamma camera imaging of technetium-99m ((99m)Tc)-macroaggregated albumin (MAA). The purpose of the current study was to identify and evaluate an objective measure of the correlation of (90)Y and MAA activity distributions and thus assess the reliability of MAA imaging for evaluation of (90)Y administered activity and tumor and liver radiation doses. The MAA study consisted of two acquisitions. After administration of 185 MBq of MAA, a partial-body or so-called breakthrough scan was performed in order to determine the percent shunting to lungs. Immediately after a breakthrough scan, a combined single-photon emission computed tomography (SPECT)/transmission computed tomography (CT) scanner was used to image MAA distribution in order to derived the prescribed (90)Y administered activity based on tumor and liver dosimetry. (90)Y SPECT/CT was performed 2-4 weeks later and activities used were in the range of 777-2,442 MBq. In order to compare (90)Y and MAA SPECT images, first the respective CT image sets were registered using a transform based on normalized mutual information. The transform thus derived was used to align the 90Y and MAA SPECT image sets, and the Spearman's (rho) rank correlation as well as image distance (L2-norm) between the registered SPECT images were then calculated. The Spearman's rank correlation values ranged from 0.451 to 0.818 and the L2 distances from 0.626 to 2.889. Based on visual inspection, the registration of the (90)Y and MAA SPECT images appeared reasonably accurate. The regression coefficient (r) between visual scoring and the Spearman's rank correlation was 0.65 and between visual scoring and L2 distance 0.61. The Spearman's rank correlation thus appears to be more reliable than the image distance for assessing the correlation of the (90)Y and MAA images.
- Research Article
12
- 10.3390/diagnostics13203170
- Oct 11, 2023
- Diagnostics
This study aims to compare the diagnostic reliability of ICDAS-II visual criteria, light-induced fluorescence (using the VistaCam iX, Dürr Dental, Bietigheim-Bissingen, Germany), and laser-induced fluorescence (using the DIAGNOdent Pen, KaVo, Biberach, Germany) on occlusal caries. Permanent and temporary molars were selected according to the inclusion criteria. Out of 160 teeth that met the inclusion criteria, 139 were chosen and examined by two previously trained and calibrated examiners. The kappa value was 0.95 for both VistaCam iX and DIAGNOdent Pen. Results from visual examination and the readings of the two fluorescence devices were computed, lesions being divided into non-cavitated, enamel lesions, and lesions extended to dentin. All statistical analyses were performed using R (version 4.2.2). Spearman's rank correlation was computed to assess the relationship between the scores of diagnostics reliabilities of the three methods mentioned above. There was a positive, statistically significant Spearman's rank correlation coefficient, ρ = 0.25, between VistaCam iX and ICDAS II, and a positive, not statistically significant Spearman's rank correlation coefficient, ρ = 0.11, between DiagnoDent Pen and ICDAS II. Considering the temporary teeth, there was a positive, statistically significant Spearman's rank correlation coefficient, ρ = 0.52, between VistaCam iX and DiagnoDent Pen; a positive, statistically significant Spearman's rank correlation coefficient, ρ = 0.35, between VistaCam iX and ICDAS II; and the lowest, not statistically significant Spearman's rank correlation coefficient, ρ = 0.16, between DiagnoDent Pen and ICDAS II. Conclusions: In conclusion, ICDAS II and light-induced fluorescence are better diagnostic methods than the laser-induced fluorescence devices for detecting occlusal caries. Clinical Significance: This study may support clinicians in selecting the most efficient tool for diagnosing carious lesion in the earliest stages possible. Furthermore, such technologies raise the availability for more preventive approaches, as opposed to invasive procedures.
- Research Article
20
- 10.1001/jamaophthalmol.2022.0858
- Apr 21, 2022
- JAMA ophthalmology
The Altmetric attention score (AAS) provides new information to gauge the impact of a research article not found through typical metrics, such as impact factor or citation counts. To explore the association between AAS and common impact markers among high-impact ophthalmology journals from 2018 to 2019. All articles published in the American Journal of Ophthalmology (AJO), JAMA Ophthalmology (JAMAO), and Ophthalmology (OPH) from January 1, 2018, to December 31, 2019, were collected for this cross-sectional study. Excluded articles were those missing Altmetric data at the time of data collection. The AAS and associated social media impact for each article were collected with the AAS calculator bookmarklet. Spearman rank correlation analyses and analysis of variance tests were conducted to assess differences in various metrics between AJO, JAMAO, and OPH. The study included articles published of all document types (article, conference paper, editorial, erratum, letter, note, retracted, review, and short survey) and access status (open access and not open access). The correlation between citation counts and Altmetric variables including AAS. A total of 2467 articles were published in the study period. There were 351 articles excluded owing to missing Altmetric data. Of the 2116 articles included in the analysis, 1039 (49.1%) were published in 2018, and 1077 (50.9%) were published in 2019; the mean number of citations was 8.8 (95% CI, 7.9-9.6) for AJO, 6.2 (95% CI, 5.3-7.1) for JAMAO, and 15.1 (95% CI, 13.3-17.0) for OPH. The mean AAS was 4.5 (95% CI, 3.3-5.6) for AJO (723 publications), 27.4 (95% CI, 22.1-32.8) for JAMAO (758 publications), and 15.1 (95% CI, 10.9-19.3) for OPH (635 publications). Citation rate was moderately correlated with AAS across the 3 journals (AJO, ρ = 0.39; P < .001; JAMAO, ρ = 0.41; P < .001; OPH, ρ = 0.40; P < .001), as well as minimally or moderately correlated with engagement or mention by Facebook posts (AJO, ρ = 0.38; P < .001; JAMAO, ρ = 0.24; P < .001; OPH, ρ = 0.20; P < .001), news outlet reporting (AJO, ρ = 0.12; P < .001; JAMAO, ρ = 0.38; P < .001; OPH, ρ = 0.19; P < .001), and Twitter posts (AJO, ρ = 0.40; P < .001; JAMAO, ρ = 0.38; P < .001; OPH, ρ = 0.42; P < .001). Results of this cross-sectional study suggest that citation rate has a moderate positive correlation with online and social media sharing of research in ophthalmology literature. Peer-reviewed journals may increase their reach and impact by sharing their literature through social media and online platforms.
- Abstract
4
- 10.1016/j.spinee.2020.05.458
- Sep 1, 2020
- The Spine Journal
P60. The top 100 spine surgery articles on social media: an altmetric study
- Research Article
26
- 10.1016/j.envres.2013.09.003
- Oct 28, 2013
- Environmental Research
Variability in the correlation between nicotine and PM2.5 as airborne markers of second-hand smoke exposure
- Research Article
9
- 10.1016/j.crad.2022.04.006
- May 16, 2022
- Clinical Radiology
Neuroradiology diagnostic errors at a tertiary academic centre: effect of participation in tumour boards and physician experience
- Research Article
98
- 10.1111/biom.12812
- Nov 13, 2017
- Biometrics
It is desirable to adjust Spearman's rank correlation for covariates, yet existing approaches have limitations. For example, the traditionally defined partial Spearman's correlation does not have a sensible population parameter, and the conditional Spearman's correlation defined with copulas cannot be easily generalized to discrete variables. We define population parameters for both partial and conditional Spearman's correlation through concordance-discordance probabilities. The definitions are natural extensions of Spearman's rank correlation in the presence of covariates and are general for any orderable random variables. We show that they can be neatly expressed using probability-scale residuals (PSRs). This connection allows us to derive simple estimators. Our partial estimator for Spearman's correlation between X and Y adjusted for Z is the correlation of PSRs from models of X on Z and of Y on Z, which is analogous to the partial Pearson's correlation derived as the correlation of observed-minus-expected residuals. Our conditional estimator is the conditional correlation of PSRs. We describe estimation and inference, and highlight the use of semiparametric cumulative probability models, which allow preservation of the rank-based nature of Spearman's correlation. We conduct simulations to evaluate the performance of our estimators and compare them with other popular measures of association, demonstrating their robustness and efficiency. We illustrate our method in two applications, a biomarker study and a large survey.
- Research Article
45
- 10.1016/j.amjcard.2008.10.039
- Jan 17, 2009
- The American Journal of Cardiology
Comparison of Magnetic Resonance Imaging Versus Doppler Echocardiography for the Evaluation of Left Ventricular Diastolic Function in Patients With Cardiac Amyloidosis
- Research Article
37
- 10.2353/ajpath.2010.100134
- Nov 1, 2010
- The American Journal of Pathology
Stromal Cell-Derived Factor-1 Is Essential for Photoreceptor Cell Protection in Retinal Detachment
- Research Article
2
- 10.1055/s-0043-1760827
- Feb 1, 2023
- Indian journal of plastic surgery : official publication of the Association of Plastic Surgeons of India
Background Although the Hirsch index (H-index) has become one of the most accepted measures of scholarly output, its limitations have led to the proposition of newer alternative metrics. The i10-index, notable for being easy to calculate and free to access, has potential, given its association with the power and ubiquity of Google. This study aims to evaluate the utility of the i10-index for plastic surgery research by examining its relationship with author bibliometrics and article metrics, including the H-index and Altmetric Attention Score (AAS). Methods Article metrics were extracted from articles published in the highest impact plastic surgery journal, Plastic and Reconstructive Surgery, over a 2-year period (2017-2019). Senior author bibliometrics, including i10-index and H5-index, were obtained from Web of Science. Correlation analysis was performed using Spearman's rank correlation coefficient (r s ). Results A total of 1,668 articles were published and 971 included. Senior author i10-index measurements demonstrated moderate correlation with times emailed (r s = 0.47), and weak correlations with H5-index, total publications, and sum of times cited with and without self-citations. The H5-index correlated very strongly with total publications (r s = 0.91) and sum of times cited (both r s = 0.97), moderately with average citations per item (r s = 0.66) and times emailed (r s = 0.41), and weakly with number of citations by posts, AAS, and times tweeted. Conclusions Although the i10 strongly correlates with the H5-index, it fails to prove superior to the H5-index in predicting the impact of specific research studies in the field of plastic surgery.
- Research Article
27
- 10.1097/mnm.0b013e3283561837
- Sep 1, 2012
- Nuclear Medicine Communications
The objective of this study was to collect preliminary data on the predictive value of pretherapy 18F-fluorodeoxyglucose positron emission tomography in primary renal cell carcinoma (RCC) patients undergoing neoadjuvant therapy with sorafenib. As part of a clinical trial to assess the safety and feasibility of using neoadjuvant sorafenib in patients with RCC, 26 patients [19 with clear cell RCC (ccRCC), seven with non-clear cell RCC (non-ccRCC)] underwent 18F-fluorodeoxyglucose positron emission tomography with concurrent computed tomography (CT) before commencing sorafenib therapy and 17 (13 ccRCC, four non-ccRCC) of them also at the end of sorafenib therapy. The maximal standard uptake value at baseline (SUV base) and its change from baseline after therapy (SUV diff and SUV rel) were recorded and correlated with therapy response, measured as percentage size change on CT, using Spearman's rank and Pearson's correlation coefficients. SUV base and size change on CT showed a strong inverse correlation (Spearman's rank correlation coefficient=-0.72, P=0.0003; Pearson's correlation coefficient=-0.64, P=0.002) in ccRCC. There was no statistically significant correlation in non-ccRCC (Spearman's rank correlation coefficient=0.67, P=0.098; Pearson's correlation coefficient=0.46, P=0.32). In neither group was there a statistically significant correlation between change in SUV and size after commencement of treatment. All findings were limited by the small number of samples included in this analysis. Primary ccRCC tumors with lower SUV base are more likely to respond to neoadjuvant sorafenib, whereas this trend was not observed for non-ccRCC tumors.
- Research Article
- 10.3321/j.issn:1006-7876.2008.05.012
- May 8, 2008
- Chin J Neurol
Objective To study the correlation between clinical rating scale and the duration of multiple system atrophy.Methods One hundred and twenty-two MSA cases fulfilling Gilman diagnostic criteria were recruited.Unified Multiple System Atrophy Rating Scale(UMSARS)was applied to assess the degree of the patients' disability.For analyzing the correlation between the UMSARS scores and the duration of the disease,the Spearman's rank correlation coefficients were calculated.Results Among 122 MSA cases,male:female ratio was 1.7:1;disease duration lasted(2.8±1.6)years:possible MSA accounted for 50 cases(41%),probable MSA 72 cases(59%);MSA-P 35 cases(29%);MSA-C 73 cases(60%).MSA-P+C 5 cases(4%),MSA-A 9 cases(7%).The scores of UMSARS,UMSARS-Ⅰ and UMSARS-Ⅱ were found positively correlating with the disease duration.The Spearman's rank correlation coefficients were 0.368,0.266 and 0.392 respectively,all P<0.01;the adjusted Spearman's rank correlation coefficients were 0.360,0.257 and 0.385 respectively.all P<0.01.Conclusions MSA has complex clinical manifestations.which should include MSA-P+C subtype.UMSARS is a reliable scale to mirror the progression of MSA.which is useful to study the clinical features and disease duration of MSA. Key words: Multiple system atrophy; Severity of illness index
- Research Article
6
- 10.1002/ar.24541
- Nov 15, 2020
- The Anatomical Record
An enthesis refers to the interface at which a tendon or a ligament integrates into the periosteum. Its morphology can be influenced by intrinsic factors such as sex, age, and extrinsic factors such as levels of activity, which will in turn impact on bone remodeling and lead to morphological changes. In bioarcheology, entheseal changes have had a long tradition of being used for the reconstruction of past activities. The literature has shown that in some cases of osteoarthritis, entheseal changes are associated with osteoarthritic manifestations. This work aims to evaluate the relationship between the degree of entheseal changes and the severity of osteodegenerative processes. The studied materials consisted of 30 humeri and 30 femora from the osteological collection at St George's University of London. Intensities of both entheseal changes and osteodegenerative processes were macroscopically assessed and scored. The difference in scores of entheseal changes between osteoarthritic groups and nonosteoarthritic groups is statistically significant at a confidence level of 95% (α=.05) for both the humeri and femora. Results show a positive correlation between the degree of entheseal changes and the severity of osteodegenerative processes in the femora, suggesting that enthesis may play a role in osteoarthritis. Findings from this work supports the proposed hypothesis that the degree of entheseal changes and the severity of osteoarthritic manifestation are related. This work contributes to current knowledge that osteoarthritis is a disease involving the whole joint; the enthesis could potentially be a target for the diagnosis of osteoarthritis.
- Research Article
- 10.1053/j.sult.2025.10.004
- Feb 1, 2026
- Seminars in ultrasound, CT, and MR
Multidelay Pseudocontinuous Arterial Spin Labelling and Conventional Single-delay Pseudocontinuous Arterial Spin Labelling In Nasopharyngeal Carcinoma: Correlation with Dynamic Contrast-enhanced Magnetic ResonanceImaging.