Dataset Information

Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail.

ABSTRACT: Social mobilization is a process that enlists a large number of people to achieve a goal within a limited time, especially through the use of social media. There is increasing interest in understanding the factors that affect the speed of social mobilization. Based on the Langley Knights competition data set, we analyzed the differences in mobilization speed between users of Facebook and e-mail. We include other factors that may influence mobilization speed (gender, age, timing, and homophily of information source) in our model as control variables in order to isolate the effect of such factors. We show that, in this experiment, although more people used e-mail to recruit, the mobilization speed of Facebook users was faster than that of those that used e-mail. We were also able to measure and show that the mobilization speed for Facebook users was on average seven times faster compared to e-mail before controlling for other factors. After controlling for other factors, we show that Facebook users were 1.84 times more likely to register compared to e-mail users in the next period if they have not done so at any point in time. This finding could provide useful insights for future social mobilization efforts.

SUBMITTER: Wang J

PROVIDER: S-EPMC4589319 | biostudies-literature | 2015

REPOSITORIES: biostudies-literature

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Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail.

Wang Jing J Madnick Stuart S Li Xitong X Alstott Jeff J Velu Chander C

PloS one 20150930 9

Social mobilization is a process that enlists a large number of people to achieve a goal within a limited time, especially through the use of social media. There is increasing interest in understanding the factors that affect the speed of social mobilization. Based on the Langley Knights competition data set, we analyzed the differences in mobilization speed between users of Facebook and e-mail. We include other factors that may influence mobilization speed (gender, age, timing, and homophily of ...[more]

PMID: 26422171

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Project description:ObjectiveTo investigate parental perception of FIRES outcomes, assess emotional states and related social media usage.MethodsA survey-based study of parents of children with FIRES participating in a FIRES-specific Facebook group was performed. The survey collected information on medical aspects of their child's course in the acute, subacute, and chronic periods, emotional states, and social media usage. Child outcome was assessed utilizing the pediatric extended Glasgow outcome scale (GOS-E). Parental emotional states were assessed utilizing the Depression, Anxiety and Stress Scale (DASS). Descriptive statistics were performed. Associations were described using the Spearman rank correlation. Open-ended questions were included. Thematic analysis was performed.ResultsTwenty-nine surveys were analyzed. All children were in the chronic phase at time of survey response, except for two who died. Mothers answered 22 surveys, and fathers answered seven. Median age at FIRES presentation was 5.6 years [IQR 4.2-8.95], with a median number of 3 seizures per week [IQR 0-10, range 0-50], 4 daily anti-seizure medicines [IQR 3-5], and chronic GOS-E of 6 [IQR 2-8 range 2-8]. Most parents reported none to mild levels of depression, anxiety, and stress. Higher seizure burden positively correlated with parental depression symptoms (r = .41 (95% CI 0.01, 0.70), P = .045). Most parents found social media helpful with coping and 96% desired FIRES research advertised. Twenty-five parents shared their recommendations to fellow parents and the medical team in an open-ended format. Themes included support, expertise, and medical advice.SignificanceDespite their children's significantly impaired functional outcome after FIRES and high rates of medically refractory epilepsy, the cohort demonstrated remarkable emotional resilience. They perceive social media as beneficial, are interested in social media-advertised research, and share valuable advice. Social media may serve as an introductory platform to enhance the physician-scientist-parent/patient relationship.

Dataset Information

Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail.

Publications

Effect of Media Usage Selection on Social Mobilization Speed: Facebook vs E-Mail.

Similar Datasets

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