What Is the Predictive Ability and Academic Impact of the Altmetrics Score and Social Media Attention?

2020 ◽  
Vol 48 (5) ◽  
pp. 1056-1062 ◽  
Author(s):  
Kyle N. Kunze ◽  
Evan M. Polce ◽  
Amar Vadhera ◽  
Brady T. Williams ◽  
Benedict U. Nwachukwu ◽  
...  
Keyword(s):  
Social Media ◽  
North America ◽  
Conflicts Of Interest ◽  
Citation Rate ◽  
Research Impact ◽  
Author Study ◽  
Measure Validation ◽  
Media Attention ◽  
Orthopaedic Literature ◽  
The Relationship

Background: Citation rate and journal impact factor have traditionally been used to assess research impact; however, these may fail to represent impact beyond the sphere of academics. Given that social media is now used to disseminate research, alternative web-based metrics (altmetrics) were recently developed to better understand research impact on social media. However, the relationship between altmetrics and traditional bibliometrics in orthopaedic literature is poorly understood. Purpose: To (1) assess the extent that altmetrics correlate with traditional bibliometrics and (2) identify publication characteristics that predict greater altmetrics scores. Study Design: Cross-sectional study. Methods: Articles published in The American Journal of Sports Medicine ( AJSM), The Journal of Bone and Joint Surgery, Clinical Orthopaedics and Related Research, Acta Orthopaedica, and Knee Surgery, Sports Traumatology, Arthroscopy between January 2016 and December 2016 were analyzed. Among the extracted publication characteristics were journal, number of authors, geographic region of origin, highest degree of first author, study subject and design, sample size, conflicts of interest, and level of evidence; number of references, institutions, citations, tweets, Facebook mentions, and news mentions; and Altmetric Attention Score (AAS). Multivariate regressions were used to determine (1) publication characteristics predictive of AAS and social media attention (mentions on Twitter, Facebook, and the news) and (2) the relationship between AAS and citation rate. Results: A total of 496 published articles were included, with a mean AAS of 8.6 (SD, 31.7; range, 0-501) and a mean citation rate of 15.0 (SD, 16.1; range, 0-178). Articles in AJSM (β = 19.9; P < .001), publications from North America (β = 8.5; P = .033), and studies concerning measure validation/reliability (β = 25.5; P = .004) were independently associated with higher AAS. Greater AAS score significantly predicted a greater citation rate (β = 0.16; P < .0001). The citation rate was an independent predictor of greater social media attention on Twitter, Facebook, and the news (odds ratio range, 1.02-1.03; P < .05 all). Conclusion: AAS had a significant positive association with citation rates of articles in 5 high-impact orthopaedic journals. Articles in AJSM, studies concerning measure validation and reliability, and publications from North America were positively associated with greater AAS. A greater number of citations was consistently associated with publication attention received on social media platforms.

scholarly journals ‘Liking and Sharing’ the stigmatization of poverty and social welfare: Representations of poverty and welfare through Internet memes on social media

2017 ◽  
Vol 15 (2) ◽  
pp. 777-795 ◽  
Author(s):  
Kathy Dobson ◽  
Irena Knezevic
Keyword(s):  
Social Media ◽  
North America ◽  
Social Welfare ◽  
Social Assistance ◽  
Social Stereotypes ◽  
Social Media Platforms ◽  
The Relationship

Internet memes play an important role in the reproduction, reinforcement and circulation of social stereotypes, including about those who live in poverty. Due to the vast reach and increasing popularity of various social media platforms, these memes can reach a potentially enormous audience; when an image goes ‘viral,’ its claims are made more powerful every time it is shared or reposted. In this paper we investigate the relationship between Internet memes and stereotypes about poverty by examining a set of memes that make claims about one particular aspect of poverty in North America – receipt of social assistance in the form of welfare cheques, medical coverage and food.

scholarly journals What increases (social) media attention: Research impact, author prominence or title attractiveness?

2018 ◽  
Author(s):  
Olga Zagovora ◽  
Katrin Weller ◽  
Milan Janosov ◽  
Claudia Wagner ◽  
Isabella Peters
Keyword(s):  
Social Media ◽  
Research Impact ◽  
Scientific Paper ◽  
Centrality Measures ◽  
Linguistic Features ◽  
National Academy Of Sciences ◽  
Public Attention ◽  
Media Attention ◽  
Scientific Papers ◽  
Academy Of Sciences

Do only major scientific breakthroughs hit the news and social media, or does a 'catchy' title help to attract public attention? How strong is the connection between the importance of a scientific paper and the (social) media attention it receives? In this study we investigate these questions by analysing the relationship between the observed attention and certain characteristics of scientific papers from two major multidisciplinary journals: Nature Communication (NC) and Proceedings of the National Academy of Sciences (PNAS). We describe papers by features based on the linguistic properties of their titles and centrality measures of their authors in their co-authorship network. We identify linguistic features and collaboration patterns that might be indicators for future attention, and are characteristic to different journals, research disciplines, and media sources.

Disclosure of Conflicts of Interest by Authors of Clinical Trials and Editorials in Oncology

2007 ◽  
Vol 25 (29) ◽  
pp. 4642-4647 ◽  
Author(s):  
Rachel P. Riechelmann ◽  
Lisa Wang ◽  
Aoife O'Carroll ◽  
Monika K. Krzyzanowska
Keyword(s):  
Clinical Trials ◽  
North America ◽  
Anticancer Agents ◽  
Conflicts Of Interest ◽  
Multivariable Analysis ◽  
Cross Sectional Survey ◽  
Clinical Cancer Research ◽  
Cross Sectional ◽  
The Relationship ◽  
North America North

Purpose There is concern that financial relationships between sponsors and investigators may bias research results. Our objective was to evaluate the epidemiology of conflicts of interest (COIs) among authors of clinical trials and editorials in oncology and the relationship between COI disclosure and source of funding. Methods We did a cross-sectional survey of clinical trials and editorials of anticancer agents and supportive care medications published in the Journal of Clinical Oncology (JCO) during a 1-year period. Results Of 1,533 articles published in JCO between January 1, 2005, and January 31, 2006, 332 met our inclusion criteria; 289 (87%) were clinical trials, and 43 (13%) were editorials. The pharmaceutical industry entirely or partially funded 44% of the clinical trials. At least one COI was disclosed in 69% of clinical trials and 51% of editorials. The most common types of COI reported by authors were consultancy fees, honoraria, and research funds. The highest monetary levels of interest reported by authors were for research grants, but the majority of authors with COIs received less than US$10,000. In multivariable analysis, authors of clinical trials conducted in North America (North America v Europe: odds ratio [OR] = 2.9, P = .002) and authors of trials funded entirely (industry only v nonprofit: OR = 13.8, P < .001) or partially (both industry and nonprofit v nonprofit only: OR = 5.8, P < .001) by industry were more likely to report personal COIs. Conclusion COIs are common in clinical cancer research and usually take the form of consultancy fees, honoraria, and research funds. Source of study funding was significantly associated with COI disclosure.

The Western Connection: Western Support for the East German Opposition

2003 ◽  
Vol 21 (4) ◽  
pp. 74-92 ◽  
Author(s):  
Belinda Cooper
Keyword(s):  
Financial Support ◽  
East Germany ◽  
Secret Police ◽  
The West ◽  
Media Attention ◽  
East German ◽  
Environmental Network ◽  
The Relationship

Without help from the west, the small East German opposition,such as it was, never would have achieved as much as it did. Themoney, moral support, media attention, and protection provided bywestern supporters may have made as much of a difference to theopposition as West German financial support made to the East Germanstate. Yet this help was often resented and rarely acknowledgedby eastern activists. Between 1988 and 1990, I worked withArche, an environmental network created in 1988 by East Germandissidents. During that time, the assistance provided by West Germans,émigré East Germans, and foreigners met with a level of distrustthat cannot entirely be blamed on secret police intrigue.Outsiders who tried to help faced a barrage of allegations and criticismof their work and motives. Dissidents who elected to remain inEast Germany distrusted those who emigrated, and vice versa,reflecting an unfortunate tendency, even among dissidents, to internalizeelements of East German propaganda. Yet neither the helpand support the East German opposition received from outside northe mentalities that stood in its way have been much discussed. Thisessay offers a description and analysis of the relationship betweenthe opposition and its outside supporters, based largely on one person’sfirst-hand experience.

Analisis Pengaruh Interactivity Dan Sincerity Pada Social Mediaaccount Musisi Terhadap Sense Of Closeness Dan Reciprocity Antara Musisi Dengan Fans dan Implikasinya Terhadap Legal Purchase Intent Telaah Pada Social Media Account Instagram @Duadrum

2018 ◽  
Vol 9 (2) ◽  
pp. 49-61
Author(s):  
Moses Natadirja
Keyword(s):  
Social Media ◽  
Purchase Intention ◽  
Positive Relationship ◽  
Structural Model ◽  
Distribution Channel ◽  
Online Questionnaire ◽  
Channel One ◽  
Limited Budget ◽  
Marketing Social ◽  
The Relationship

Social media nowadays can be used not only for interacting with each other, exchanges ideas, and develop new friends, furthermore it can be used to promote and selling products or services. It is also used for musician for sales and promotion of their CD album to their fans through social media, especially for musicians , who choose to be independent with limited budget and distribution channel. One of the musician who choose to be independent is Dua Drum. The purpose of this study is to examine the relationship between musician’s social media (Interactivity & Sincerity), the tie that fans may develop via social media (Sense of Closeness & Reciprocity), and purchase legal CD album. This Research is using a quantitative approach with gathering 127 responses through online questionnaire and analyzed using Structural Model Equation (SEM). The result of this research is there are a positive relationship between Interactivity & Sincerity with Sense of Closeness & Reciprocity, and also a positive relationship between Sense of Closeness & Reciprocity with Legal Purchase Intention of CD album. Keywords: Music, Internet Marketing, Social Media Marketing, Purchase Intention

Altmetrics of COVID-19 research: An analysis of study dissemination by Twitter compared to citation rates (Preprint)

2020 ◽  
Author(s):  
Nicholas Fabiano ◽  
Zachary Hallgrimson ◽  
Sakib Kazi ◽  
Jean-Paul Salameh ◽  
Stanley Wong ◽  
...  
Keyword(s):  
Social Media ◽  
Case Report ◽  
Open Access ◽  
South America ◽  
Negative Binomial ◽  
Citation Rate ◽  
Sign Test ◽  
Study Characteristics ◽  
Journal Impact ◽  
Epidemic Forecasting

BACKGROUND The COVID-19 pandemic has resulted in over 1,000,000 cases across 181 countries worldwide. The global impact of COVID-19 has resulted in a surge of related research. Researchers have turned to social media platforms, namely Twitter, to disseminate their studies. The online database Altmetric is a tool which tracks the social media metrics of articles and is complementary to traditional, citation-based metrics. Citation-based metrics may fail to portray dissemination accurately, due to the lengthy publication process. Altmetrics are not subject to this time-lag, suggesting that they may be an effective marker of research dissemination during the COVID-19 pandemic. OBJECTIVE To assess the dissemination of COVID-19 research articles as measured by Twitter dissemination, compared to traditional citation-based metrics, and determine study characteristics associated with tweet rates. METHODS COVID-19 studies obtained from LitCovid published between January 1st to March 18th, 2020 were screened for inclusion. The following study characteristics were extracted independently, in single: Topic (General Info, Mechanism, Diagnosis, Transmission, Treatment, Prevention, Case Report, and Epidemic Forecasting), open access status (open access and subscription-based), continent of corresponding author (Asia, Australia, Africa, North America, South America, and Europe), tweets, and citations. A sign test was used to compare the tweet rate and citation rate per day. A negative binomial regression analysis was conducted to evaluate the association between tweet rate and study characteristics of interest. RESULTS 1328 studies were included in the analysis. Tweet rates were found to be significantly higher than citation rates for COVID-19 studies, with a median tweet rate of 1.09 (SD 156.95) tweets per day and median citation rate of 0.00 (SD 3.02) citations per day, resulting in a median of differences of 1.09 (95% CI 0.86-1.33, P < .001). 2018 journal impact factors were positively correlated with tweet rate (P < .001). The topics Diagnosis (P = .01), Transmission (P < .001), Treatment (P = .01), and Epidemic Forecasting (P < 0.001) were positively correlated with tweet rate, relative to Case Report. The following continents of the corresponding author were negatively correlated with tweet rate, Africa (P <.001), Australia (P = .03), and South America (P < .001), relative to Asia. Open access journals were negatively correlated with tweet rate, relative to subscription-based journals (P < .001). CONCLUSIONS COVID-19 studies had significantly higher tweets rates compared to citation rates. This study further identified study characteristics that are correlated with the dissemination of studies on Twitter, such as 2018 journal impact factor, continent of the corresponding author, topic of study, and open access status. This highlights the importance of altmetrics in periods of rapidly expanding research, such as the COVID-19 pandemic to localize highly disseminated articles.

Association between Social Media Use for Health Purpose and Depressive Symptoms: A Cross-Sectional Survey (Preprint)

2020 ◽  
Author(s):  
Hee Yun Lee ◽  
Yan Luo ◽  
Cho Rong Won ◽  
Jiyoung Lee ◽  
Jeongwon Baik
Keyword(s):  
Social Media ◽  
Depressive Symptoms ◽  
Social Networking Sites ◽  
Inverse Relationship ◽  
Age Groups ◽  
Cross Sectional Survey ◽  
Cross Sectional ◽  
Use Of Social Media ◽  
The Relationship ◽  
Health Purpose

BACKGROUND The use of social media or social networking sites (SNS) is increasing across all age groups, and one of the primary motives of using SNS is to seek health-related information. Although previous research examining the effect of SNS use on depression exist, studies regarding the effect of SNS use for health purpose on depression is limited. OBJECTIVE Our study aims to explore the relationship between SNS use for health purpose and depression across the four age groups (18-34 years old, 35-49 years old, 50-64 years old, and above 65 years old). METHODS A sample of 6,789 adults aged 18 and older was extracted from a 2017 and 2018 Health Information National Trends Survey (HINTS). Univariate and bivariate analyses to examine the association between each variable and four age groups were conducted. Multiple linear regression analyses to predict depression level among participants with use of SNS for health purpose were conducted. RESULTS SNS use for health purpose and depression were positively associated for three age groups but not for those 65 years or older (=0.13, P<0.05; =0.08, P<0.05; =0.09, P<0.05). Income and self-reported health status indicated an inverse relationship for all age groups. The relationship with marital status differed based on age group with 18 and 34 years old showing an inverse relationship (=-0.13, P<0.01) while 65 years or older showing a positive relationship (=0.06, P<0.05). Gender was positively associated among those in the 35-49 years old (=0.09, P<0.05) and 65 years or older (=0.07, P<0.05). Being Non-Hispanic White was positively associated with depression among 50-64 years old (=0.07, P<0.001) and 65 years or older (=0.08, P<0.05). CONCLUSIONS Age-tailored education on determining accurate and reliable information shared via SNS is needed to reduce depressive symptoms.

scholarly journals Quantified Nostalgia: Social Media, Metrics, and Memory

2021 ◽  
Vol 7 (2) ◽  
pp. 205630512110088
Author(s):  
Benjamin N. Jacobsen ◽  
David Beer
Keyword(s):  
Social Media ◽  
Focus Group ◽  
Qualitative Interviews ◽  
The Past ◽  
Group Data ◽  
Focus Group Data ◽  
Social Media Platforms ◽  
Memory Practices ◽  
The Relationship

As social media platforms have developed over the past decade, they are no longer simply sites for interactions and networked sociality; they also now facilitate backwards glances to previous times, moments, and events. Users’ past content is turned into definable objects that can be scored, rated, and resurfaced as “memories.” There is, then, a need to understand how metrics have come to shape digital and social media memory practices, and how the relationship between memory, data, and metrics can be further understood. This article seeks to outline some of the relations between social media, metrics, and memory. It examines how metrics shape remembrance of the past within social media. Drawing on qualitative interviews as well as focus group data, the article examines the ways in which metrics are implicated in memory making and memory practices. This article explores the effect of social media “likes” on people’s memory attachments and emotional associations with the past. The article then examines how memory features incentivize users to keep remembering through accumulation. It also examines how numerating engagements leads to a sense of competition in how the digital past is approached and experienced. Finally, the article explores the tensions that arise in quantifying people’s engagements with their memories. This article proposes the notion of quantified nostalgia in order to examine how metrics are variously performative in memory making, and how regimes of ordinary measures can figure in the engagement and reconstruction of the digital past in multiple ways.

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