scholarly journals Group-Level Analysis and Visualization of Social Networks

Author(s):  
Michael Baur ◽  
Ulrik Brandes ◽  
Jürgen Lerner ◽  
Dorothea Wagner
2017 ◽  
Vol 60 (4) ◽  
pp. 1360-1386 ◽  
Author(s):  
Lei Zhang ◽  
Anil K. Gupta ◽  
Benjamin L. Hallen

Heart ◽  
2020 ◽  
Vol 107 (1) ◽  
pp. 41-46
Author(s):  
E Marc Jolicoeur ◽  
Stefan Verheye ◽  
Timothy D Henry ◽  
Lawrence Joseph ◽  
Serge Doucet ◽  
...  

BackgroundReduction of the coronary sinus was shown to improve angina in patients unsuitable for revascularisation. We assessed whether a percutaneous device that reduces the diameter of the coronary sinus improved outcomes across multiple endpoints in a phase II trial.MethodsWe conducted a novel analysis performed as a post hoc efficacy analysis of the COSIRA (Coronary Sinus Reducer for Treatment of Refractory Angina) trial, which enrolled patients with Canadian Cardiovascular Society (CCS) class 3–4 refractory angina. We used four domains: symptoms (CCS Angina Scale), functionality (total exercise duration), ischaemia (imaging) and health-related quality of life. For all domains, we specified a meaningful threshold for change. The primary endpoint was defined as a probability of ≥80% that the reducer exceeded the meaningful threshold on two or more domains (group-level analysis) or that the average efficacy score in the reducer group exceeded the sham control group by at least two points (patient-level analysis).ResultsWe randomised 104 participants to either a device that narrows to coronary sinus (n=52) or a sham implantation (n=52). The reducer group met the prespecified criteria for concordance at the group level and demonstrated improvement in symptoms (0.59 CCS grade, 95% credible interval (CrI)=0.22 to 0.95), total exercise duration (+27.9%, 95% CrI=2.8% to 59.8%) and quality of life (stability +11.2 points, 95% CrI=3.3 to 19.1; perception +11.0, 95% CrI=3.3 to 18.7).ConclusionsThe reducer concordantly improved symptoms, functionality and quality of life compared with a sham intervention in patients with angina unsuitable for coronary revascularisation. Concordant analysis such as this one can help interpret early phase trials and guide the decision to pursue a clinical programme into a larger confirmatory trial.Trail registration numberClinicalTrials.gov identifier: NCT01205893.


NeuroImage ◽  
2019 ◽  
Vol 194 ◽  
pp. 25-41 ◽  
Author(s):  
Xiaowei Zhuang ◽  
Zhengshi Yang ◽  
Karthik R. Sreenivasan ◽  
Virendra R. Mishra ◽  
Tim Curran ◽  
...  

2012 ◽  
Vol 2012 ◽  
pp. 1-10 ◽  
Author(s):  
Sabina B. Gesell ◽  
Kimberly D. Bess ◽  
Shari L. Barkin

Background. Antiobesity interventions have generally failed. Research now suggests that interventions must be informed by an understanding of the social environment.Objective. To examine if new social networks form between families participating in a group-level pediatric obesity prevention trial.Methods. Latino parent-preschool child dyads (N=79) completed the 3-month trial. The intervention met weekly in consistent groups to practice healthy lifestyles. The control met monthly in inconsistent groups to learn about school readiness. UCINET and SIENA were used to examine network dynamics.Results. Children’s mean age was 4.2 years (SD=0.9), and 44% were overweight/obese (BMI≥85th percentile). Parents were predominantly mothers (97%), with a mean age of 31.4 years (SD=5.4), and 81% were overweight/obese (BMI≥25). Over the study, a new social network evolved among participating families. Parents selectively formed friendship ties based on child BMI z-score, (t=2.08;P<.05). This reveals the tendency for mothers to form new friendships with mothers whose children have similar body types.Discussion. Participating in a group-level intervention resulted in new social network formation. New ties were greatest with mothers who had children of similar body types. This finding might contribute to the known inability of parents to recognize child overweight.


2010 ◽  
Vol 18 (4) ◽  
pp. 365-383 ◽  
Author(s):  
Johanna Bluemink ◽  
Raija Hämäläinen ◽  
Tony Manninen ◽  
Sanna Järvelä

2014 ◽  
Vol 37 (3) ◽  
pp. 254-255 ◽  
Author(s):  
Marshall Abrams

AbstractSmaldino suggests that patterns that give rise to group-level cultural traits can also increase individual-level cultural diversity. I distinguish social roles and related social network structures and discuss ways in which each might maintain diversity. I suggest that cognitive analogs of “cohesion,” a property of networks that helps maintenance of diversity, might mediate the effects of social roles on diversity.


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