USGS and social media user dialogue and sentiment during the 2018 eruption of Kīlauea Volcano, Hawai‘i

Responsive and empathic communication by scientists is critical for building trust and engagement with communities, which, in turn, promotes receptiveness toward authoritative hazard information during times of crisis. The 2018 eruption of Hawai‘i's Kīlauea Volcano was the first volcanic crisis event in which communication via the U.S. Geological Survey (USGS) social media group, “USGS Volcanoes,” played a major role in providing eruption information to publics. Providing a concrete assessment of the social media effort during the eruption is necessary for optimizing future social media hazard crisis communication. We present qualitative and quantitative analyses of USGS Volcanoes' Facebook posts and over 22,000 follow-on comments spanning the 2018 eruption. Our analyses reveal that, for the 16 posts with the highest user engagement, USGS Volcanoes and informed non-USGS users directly answered 73% of questions and directly corrected or called out inaccuracies in over 54% of comments containing misinformation. User sentiments were 66% positive on average per comment thread regarding eruption information, and user feedback toward USGS Volcanoes, USGS scientists, or the Hawaiian Volcano Observatory was 86% positive on average. Quantitative sentiment analysis reveals a 61% correlation between users' overall expressed sentiments and frequency of the word “thank,” providing further evidence that social media engagement by USGS Volcanoes and informed users positively impacted collective user sentiment. Themes emerging from our qualitative thematic analysis illustrate how communication strategies employed by USGS Volcanoes successfully engaged and benefitted users, providing insights for communicating with publics on social media during crisis situations

Data_Sheet_2_USGS and social media user dialogue and sentiment during the 2018 eruption of Kīlauea Volcano, Hawai‘i.xlsx

Responsive and empathic communication by scientists is critical for building trust and engagement with communities, which, in turn, promotes receptiveness toward authoritative hazard information during times of crisis. The 2018 eruption of Hawai‘i's Kīlauea Volcano was the first volcanic crisis event in which communication via the U.S. Geological Survey (USGS) social media group, “USGS Volcanoes,” played a major role in providing eruption information to publics. Providing a concrete assessment of the social media effort during the eruption is necessary for optimizing future social media hazard crisis communication. We present qualitative and quantitative analyses of USGS Volcanoes' Facebook posts and over 22,000 follow-on comments spanning the 2018 eruption. Our analyses reveal that, for the 16 posts with the highest user engagement, USGS Volcanoes and informed non-USGS users directly answered 73% of questions and directly corrected or called out inaccuracies in over 54% of comments containing misinformation. User sentiments were 66% positive on average per comment thread regarding eruption information, and user feedback toward USGS Volcanoes, USGS scientists, or the Hawaiian Volcano Observatory was 86% positive on average. Quantitative sentiment analysis reveals a 61% correlation between users' overall expressed sentiments and frequency of the word “thank,” providing further evidence that social media engagement by USGS Volcanoes and informed users positively impacted collective user sentiment. Themes emerging from our qualitative thematic analysis illustrate how communication strategies employed by USGS Volcanoes successfully engaged and benefitted users, providing insights for communicating with publics on social media during crisis situations.</p

Data_Sheet_1_USGS and social media user dialogue and sentiment during the 2018 eruption of Kīlauea Volcano, Hawai‘i.docx

Responsive and empathic communication by scientists is critical for building trust and engagement with communities, which, in turn, promotes receptiveness toward authoritative hazard information during times of crisis. The 2018 eruption of Hawai‘i's Kīlauea Volcano was the first volcanic crisis event in which communication via the U.S. Geological Survey (USGS) social media group, “USGS Volcanoes,” played a major role in providing eruption information to publics. Providing a concrete assessment of the social media effort during the eruption is necessary for optimizing future social media hazard crisis communication. We present qualitative and quantitative analyses of USGS Volcanoes' Facebook posts and over 22,000 follow-on comments spanning the 2018 eruption. Our analyses reveal that, for the 16 posts with the highest user engagement, USGS Volcanoes and informed non-USGS users directly answered 73% of questions and directly corrected or called out inaccuracies in over 54% of comments containing misinformation. User sentiments were 66% positive on average per comment thread regarding eruption information, and user feedback toward USGS Volcanoes, USGS scientists, or the Hawaiian Volcano Observatory was 86% positive on average. Quantitative sentiment analysis reveals a 61% correlation between users' overall expressed sentiments and frequency of the word “thank,” providing further evidence that social media engagement by USGS Volcanoes and informed users positively impacted collective user sentiment. Themes emerging from our qualitative thematic analysis illustrate how communication strategies employed by USGS Volcanoes successfully engaged and benefitted users, providing insights for communicating with publics on social media during crisis situations.</p

Adolescent behavior and adult health status in childhood cancer survivors

Introduction: This study examined the longitudinal association between adolescent psychological problems following cancer treatment and obesity, limited exercise, smoking, and excess sun exposure during adulthood in the Childhood Cancer Survivor Study cohort. Methods: Participants included 1,652 adolescent survivors of childhood cancer and 406 siblings of cancer survivors, initially evaluated at 12-17 years of age and ≥ 5 years post-diagnosis. A follow-up survey of these participants was conducted roughly 7 years later and included assessment of health status and health behaviors. Logistic regression models were used to assess the association between adolescent psychological problems and adult health behavior outcomes. Results: During adolescence, survivors demonstrated higher rates of attention deficits, emotional problems, externalizing behavior and social withdrawal compared to sibling controls. Social withdrawal was associated with adult obesity (OR=1.5, 95% CI=1.1-2.1) and physical inactivity (OR=1.7, 1.1-2.5). Use of stimulant medication during adolescence was also associated with adult obesity (OR=1.9, 1.1-3.2), while antidepressant use was associated with physical inactivity (OR=3.2, 1.2-8.2). Discussion/Conclusions: Adolescent survivors of childhood cancer display higher rates of psychological problems compared to siblings of cancer survivors. These psychological problems are associated with an increased risk for obesity and poor heath behavior in adulthood, which may increase future risk for chronic health conditions and secondary neoplasms. Implications: In order to decrease risk of future health problems, adolescent survivors of childhood cancer should be routinely screened and treated for psychological problems following cancer therapy. © 2010 Springer Science+Business Media, LLC