HPV vaccine, Twitter, and gay, bisexual and other men who have sex with men.

This study aimed to quantify human papillomavirus (HPV) vaccine Twitter messaging addressing gay, bisexual and other men who have sex with men (GB+MSM) and describes messaging by vaccine sentiment (attitudes towards vaccine) and characteristics (topic of messaging). Between August 2014 and July 2015, we collected 193 379 HPV-related tweets and classified them by vaccine sentiment and characteristics. We analysed a subsample of tweets containing the terms 'gay', 'bisexual' and 'MSM' (N = 2306), and analysed distributions of sentiment and characteristics using chi-square. HPV-related tweets containing GB+MSM terms occupied 1% of our sample. The subsample had a largely positive vaccine sentiment. However, a proportion of 'gay' and 'bisexual' tweets did not mention the vaccine, and a proportion of 'gay' and 'MSM' tweets had a negative sentiment. Topics varied by GB+MSM term-HPV risk messaging was prevalent in 'bisexual' (25%) tweets, and HPV transmission through sex/promiscuity messaging was prevalent in 'gay' (18%) tweets. Prevention/protection messaging was prevalent only in 'MSM' tweets (49%). Although HPV vaccine sentiment was positive in GB+MSM messaging, we identified deficits in the volume of GB+MSM messaging, a lack of focus on vaccination, and a proportion of negative tweets. While HPV vaccine promotion has historically focused on heterosexual HPV transmission, there are opportunities to shape vaccine uptake in GB+MSM through public health agenda setting using social media messaging that increases knowledge and minimizes HPV vaccine stigma. Social media-based HPV vaccine promotion should also address the identities of those at risk to bolster vaccine uptake and reduce the risk of HPV-attributable cancers.

Current Demographic Status of Cardiologists in the United States.

Importance: Increasing cardiology workforce diversity will expand the talent of the applicant pool and may reduce health care disparities. Objective: To assess US cardiology physician workforce demographics by sex and race/ethnicity in the context of the US population and the available pipelines of trainees. Design, Setting, and Participants: This cross-sectional study used data from the Association of American Medical Colleges, the American Medical Association, and the American Board of Internal Medicine to stratify medical students, resident physicians, fellows, and cardiologists by sex and race/ethnicity. Additionally, proportional changes from 2006 through 2016 were assessed for adult and pediatric cardiology. Data analysis took place from August 2018 to January 2019. Main Outcomes and Measures: Percentage of cardiologists and trainees by sex and race/ethnicity in 2016, as well as changes in proportions between 2006 and 2016. Results: Despite a high percentage of female internal medicine resident physicians (10 765 of 25 252 [42.6%]), female physicians were underrepresented in adult general cardiology fellowships (584 of 2720 [21.5%]) and procedural subspecialty fellowships (interventional cardiology, 30 of 305 [9.8%]; electrophysiology, 24 of 175 [13.7%]). The percentage of female adult cardiologists slightly increased from 2006 through 2016 (from 8.9% to 12.6%; slope, 0.36; P < .001) but remained low. Female physicians made up a disproportionately higher number of pediatric residency positions (6439 of 8832 [72.9%]). Trends showed an increase in female pediatric cardiology fellows (from 40.4% to 50.5%; slope, 1.25; P < .001), which resulted in an increase in the percentage of female pediatric cardiologists (from 27.1% to 34.0%; slope, 0.64; P < .001). The percentages of members of underrepresented minority groups in adult and pediatric cardiology fellowships (from 11.1% to 12.4%; slope, 0.15; P = .01; and from 7.7% to 9.9%; slope, 0.29; P = .009; respectively) were low and increased only slightly over time. Additionally, members of underrepresented minorities made up less than 8% of practicing adult and pediatric cardiologists. Although Asian individuals are 5.2% of the US general population, they are not considered underrepresented because they are 22.1% of US medical school graduates (n = 4202 of 18 999), 38.1% of internal medicine resident physicians (n = 9618 of 25 252), 40.4% of adult cardiology fellows (n = 1098 of 2720), 19.9% of adult cardiologists (n = 5973 of 30 016), 22.6% of pediatric resident physicians (n = 1998 of 8832), 28.0% of pediatric cardiology fellows (n = 122 of 436), and 20.1% of pediatric cardiologists (n = 574 of 2860). Conclusions and Relevance: Female physicians remain underrepresented in adult cardiology, despite a robust pipeline of female medical students and internal medicine resident physicians. Women in pediatric cardiology are underrepresented but increasing in number. Members of several racial/ethnic minority groups remain underrepresented in adult and pediatric cardiology, and the percentages of trainees and medical students from these groups were also low. Different strategies are needed to address the continuing lack of diversity in cardiology for underrepresented minority individuals and women.

What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication.

INTRODUCTION: We conducted this study to quantify how health professionals use Twitter to communicate about the human papillomavirus (HPV) vaccine. METHODS: We collected 193,379 tweets from August 2014 through July 2015 that contained key words related to HPV vaccine. We classified all tweets on the basis of user, audience, sentiment, content, and vaccine characteristic to examine 3 groups of tweets: 1) those sent by health professionals, 2) those intended for parents, and 3) those sent by health professionals and intended for parents. For each group, we identified the 7-day period in our sample with the most number of tweets (spikes) to report content. RESULTS: Of the 193,379 tweets, 20,451 tweets were from health professionals; 16,867 tweets were intended for parents; and 1,233 tweets overlapped both groups. The content of each spike varied per group. The largest spike in tweets from health professionals (n = 851) focused on communicating recently published scientific evidence. Most tweets were positive and were about resources and boys. The largest spike in tweets intended for parents (n = 1,043) centered on a national awareness day and were about resources, personal experiences, boys, and girls. The largest spike in tweets from health professionals to parents (n = 89) was in January and centered on an event hosted on Twitter that focused on cervical cancer awareness month. CONCLUSION: Understanding drivers of tweet spikes may help shape future communication and outreach. As more parents use social media to obtain health information, health professionals and organizations can leverage awareness events and personalize messages to maximize potential reach and parent engagement.

Applying Multiple Data Collection Tools to Quantify Human Papillomavirus Vaccine Communication on Twitter.

BACKGROUND: Human papillomavirus (HPV) is the most common sexually transmitted infection in the United States. There are several vaccines that protect against strains of HPV most associated with cervical and other cancers. Thus, HPV vaccination has become an important component of adolescent preventive health care. As media evolves, more information about HPV vaccination is shifting to social media platforms such as Twitter. Health information consumed on social media may be especially influential for segments of society such as younger populations, as well as ethnic and racial minorities. OBJECTIVE: The objectives of our study were to quantify HPV vaccine communication on Twitter, and to develop a novel methodology to improve the collection and analysis of Twitter data. METHODS: We collected Twitter data using 10 keywords related to HPV vaccination from August 1, 2014 to July 31, 2015. Prospective data collection used the Twitter Search API and retrospective data collection used Twitter Firehose. Using a codebook to characterize tweet sentiment and content, we coded a subsample of tweets by hand to develop classification models to code the entire sample using machine learning procedures. We also documented the words in the 140-character tweet text most associated with each keyword. We used chi-square tests, analysis of variance, and nonparametric equality of medians to test for significant differences in tweet characteristic by sentiment. RESULTS: A total of 193,379 English-language tweets were collected, classified, and analyzed. Associated words varied with each keyword, with more positive and preventive words associated with "HPV vaccine" and more negative words associated with name-brand vaccines. Positive sentiment was the largest type of sentiment in the sample, with 75,393 positive tweets (38.99% of the sample), followed by negative sentiment with 48,940 tweets (25.31% of the sample). Positive and neutral tweets constituted the largest percentage of tweets mentioning prevention or protection (20,425/75,393, 27.09% and 6477/25,110, 25.79%, respectively), compared with only 11.5% of negative tweets (5647/48,940; P<.001). Nearly one-half (22,726/48,940, 46.44%) of negative tweets mentioned side effects, compared with only 17.14% (12,921/75,393) of positive tweets and 15.08% of neutral tweets (3787/25,110; P<.001). CONCLUSIONS: Examining social media to detect health trends, as well as to communicate important health information, is a growing area of research in public health. Understanding the content and implications of conversations that form around HPV vaccination on social media can aid health organizations and health-focused Twitter users in creating a meaningful exchange of ideas and in having a significant impact on vaccine uptake. This area of research is inherently interdisciplinary, and this study supports this movement by applying public health, health communication, and data science approaches to extend methodologies across fields.

Preterm fetal hypoxia-ischemia causes hypertonia and motor deficits in the neonatal rabbit: a model for human cerebral palsy?

Prenatal hypoxia-ischemia to the developing brain has been strongly implicated in the subsequent development of the hypertonic motor deficits of cerebral palsy (CP) in premature and full-term infants who present with neonatal encephalopathy. Despite the enormous impact of CP, there is no animal model that reproduces the hypertonia and motor disturbances of this disorder. We report a rabbit model of in utero placental insufficiency, in which hypertonia is accompanied by marked abnormalities in motor control. Preterm fetuses (67-70% gestation) were subjected to sustained global hypoxia. The dams survived and gave spontaneous birth. At postnatal day 1, the pups that survived were subjected to a battery of neurobehavioral tests developed specifically for these animals, and the tests were videotaped and scored in a masked manner. Newborn pups of hypoxic groups displayed significant impairment in multiple tests of spontaneous locomotion, reflex motor activity, and the coordination of suck and swallow. Increased tone of the limbs at rest and with active flexion and extension were observed in the survivors of the preterm insult. Histopathological studies identified a distinct pattern of acute injury to subcortical motor pathways that involved the basal ganglia and thalamus. Persistent injury to the caudate putamen and thalamus at P1 was significantly correlated with hypertonic motor deficits in the hypoxic group. Antenatal hypoxia-ischemia at preterm gestation results in hypertonia and abnormalities in motor control. These findings provide a unique behavioral model to define mechanisms and sequelae of perinatal brain injury from antenatal hypoxia-ischemia.