Tweets Analysis - Keyword: @JAMAPediatrics

Overview

Total number of tweets analysed

105

Earliest tweet was on

2023-02-10

Latest tweet was on

2023-02-21

Tweets covering

10 days

Average age of authors' accounts

8 years


Summarization

Several longitudinal studies have found that screen time in young children is associated with negative effects on their neurocognitive development. Girls, older individuals, and those with higher body mass index are more likely to report disordered eating. School lunches with improved diet quality lead to lower BMI in children and adolescents. The Maternal Tdap Vaccine has been linked to decreased rates of infant pertussis. Physical Activity interventions have been linked to significant reduction in depressive symptoms among children and adolescents. Produce prescriptions have been suggested as a possible way to promote food equity for children. Lastly, aspects such as parents' exhaustion, complex upbringing, and socio-economic biases must be considered when interpreting such studies.

Topic Modeling

  1. Negative Impact of Screen Time in Young Children
  2. Mental Health & Disordered Eating
  3. Health Impact of School Meals
  4. Infant Vaccines & Pertussis Trends & Prevention
  5. Autism Diagnosis & Sensitivity

Emotional Analysis

The emotions expressed in these tweets range from concern and worry to agreement and understanding. The first tweet expresses concern about the negative effects of screen time on young children's development and the importance of outdoor play. The second and third tweets show agreement and understanding with the research findings on screen time and disordered eating in children. The fourth tweet expresses excitement about the findings of a study on school meals and obesity in children. The fifth tweet expresses worry about the impact of digital media on the reading brain. The sixth tweet expresses excitement about the findings of a study on school lunches and obesity. The seventh tweet expresses concern about the disparities in pediatric medical and childcare due to COVID-19. The eighth tweet expresses excitement about the potential of produce prescriptions to create food equity for children. The ninth tweet expresses agreement with the findings of a study on the implementation of the Healthy, Hunger-Free Kids Act of 2010. The tenth tweet expresses frustration with the way parents are addressed in regards to screen time. The eleventh tweet expresses understanding of the complex realities of parenting. The twelfth tweet expresses agreement with the importance of screen time for children when parents are tired.

Trend Analysis

  1. Screen time negatively impacting neurocognitive development of young children
  2. Disordered eating among 2 in 10 children & adolescents
  3. Shift to healthier school lunches impacts obesity in kids
  4. Negative impact of COVID-19 on pediatric healthcare
  5. Influenza vaccination uptake in children and adolescents is suboptimal

Disclaimer: The text analysis on twtdata.com, powered by OpenAI, does not represent the views of twtdata.com or its affiliates. The analysis is for informational purposes only and not an endorsement of any viewpoint.

Types of Tweets

Number of Retweets

28

Percentage of total tweets

26%

Number of Original tweets

35

Percentage of total tweets

33%

Number of tweets that contain Mentions

105

Percentage of total tweets

100%

Number of tweets that were Replies

41

Percentage of total tweets

39%

Number of tweets that were Quotes

3

Percentage of total tweets

2%

Number of tweets that contain Hashtags

21

Percentage of total tweets

20%


Top 5 devices used to tweet

Source Count
Twitter Web App 48
Twitter for iPhone 33
Twitter for Android 16
Hootsuite Inc. 5
Twitter for iPad 2

What devices were used to tweet


Top 10 accounts with highest followers count

Username Name Bio Followers count
yasseraddabbagh Yasser Ad-Dab'bagh ياسر الدباغ Psychoanalysis, Child Psychiatry, Neuroscience, Research التحليل النفسي، طب نفس الأطفال، العلوم العصبية، الأبحاث. لا أعمل في القطاع الخاص #إفشاء_التراحم 47,751
karenvaites Karen Vaites Literacy advocate, children’s advocate, mom. 21,079
hkumed HKU Medicine Committed to advancing research, learning and teaching medicine and health, for the betterment of humanity. #medicalresearch #medicaleducation #hkumed135 18,909
ajlamesa Anthony LaMesa I tweet about things: urbanism, social policy, education, politics, etc. @UVA, @TeachForAmerica, @LSESocialPolicy, @WorldBank 🇺🇸🇪🇺 15,058
MikeDorning Mike Dorning Bloomberg News @bpolitics Ex @ChicagoTribune Raised in Central Illinois, based in DC. Dad to 3 kids & labrador. Husband of NPR's @courtneydorning Opinions mine 13,344
EBNEO Evidence-Based Neo The international society disseminating neonatal clinical research evidence: #ebneoalerts curate, #ebneoreviews appraise, #ebneopolls survey. 12,696
GardeJulian Julian Garde 🇺🇦 Rector de @uclm_es. Catedrático de Producción Animal de @EtsiamAb. Presidente de Comisión Sectorial de I+D+i de @CrueUniversidad 9,316
PennLDI Penn LDI Leonard Davis Institute of Health Economics, @Penn's hub for multidisciplinary research and education on health care delivery, health policy & population health 8,326
TheObGProject The ObG Project A free, fast & easy way for women's healthcare providers to get accurate, reliable & current information, designed for your phone (great on desktop too!) 8,261
mghfc MassGeneralChildren Mass General for Children provides a full spectrum of care for children for newborns, children and adolescents from New England and around the world. 7,946

Top 10 accounts with highest friends count

Username Name Bio Followers count
karenvaites Karen Vaites Literacy advocate, children’s advocate, mom. 7,081
MeatballMom2 Marilee Mother of 5,Their names are I Need, I Want,Can I Have,Give Me & Buy Me.7 Handsome Grandsons 1 Beautiful Granddaughter & 3 Pups! My Alter Ego Is GefilteFishMom! 6,477
Screensandkids Screens and Kids Research and advocacy for classroom digital device health & safety policies. #myopia #obesity #anxiety #sleep #addiction #privacy Go outside and play! 5,000
no2hitting George Edgar Worley ☮️ Children's Advocate working to End Corporal Punishment/Hitting of Children 5-18 years old K-12 in U.S. Public Schools 4,999
WordsByFrank Frank Sotzik gay author, friend, life lover 4,957
GardeJulian Julian Garde 🇺🇦 Rector de @uclm_es. Catedrático de Producción Animal de @EtsiamAb. Presidente de Comisión Sectorial de I+D+i de @CrueUniversidad 4,761
VivBWoke VivBWoke Normally mild-mannered human waking up to an abnormal scene. Learning to #Resist. 4,420
DrLimeback hardy limeback Professor Emeritus, former Head of Preventive Dentistry, University of Toronto. Licensed dentist for 37 years. Fluoridation is unsafe, ineffective & immoral. 4,295
TheObGProject The ObG Project A free, fast & easy way for women's healthcare providers to get accurate, reliable & current information, designed for your phone (great on desktop too!) 2,532
diestelfink24 Goldfinch🦉🍀🦅🥀🌿 Psychologist Psychotherapist 2,497

Most active users

Username Bio Number of tweets
CephronD - 3
BernhardW14 - 2
PolicyLabCHOP Center of emphasis within @CHOP_Research informing children's health policy & practice with quality research.📩 Newsletter sign-up: https://t.co/napSHj0CsJ 2
micah_hartwell Ph.D., ACSM EP-C 2
club_gut The GUT CLUB welcomes you as we learn about intestinal health as driver of general health. Our mission: promote microbial balance and inspire environmentalism. 2
ProfDTSchneider Direktor Klinik für Kinder- und Jugendmedizin, Klinikum Dortmund @klinikumdo, Sprecher Konvent für Fachliche Zusammenarbeit und Vorstandsmitglied der @DGKJ_eV 2
no2hitting Children's Advocate working to End Corporal Punishment/Hitting of Children 5-18 years old K-12 in U.S. Public Schools 2
alspray global health nutrition researcher. co-owner @NkilabaCoffee. immigrant. bibliophile. book-maker. mother of chickens and kittens and a dog. 2
YasEzzatvar Creativity solves everything 2
pfinch2003 - 2

Tweets per day


Top 10 tweets with highest Retweet count

ID Text Retweet count
1626627840899678233 Lange Bildschirmzeit bei Kleinkindern ist schlecht für die neurokognitive Entwicklung - und Spielen draußen hilft! Also: raus in den Matsch! Kein Bildschirm unter 3! @DGKJ_eV @BVKJ ... https://t.co/q4fUFxANhp via @JAMAPediatrics part of @JAMANetwork 31
1627701475668287488 Our meta-analysis finds that 2 in 10 children and adolescents have disordered eating. Girls, older individuals and those with higher body mass index are more likely to report disordered eating. Prevention is key.@JAMAPediatrics (Impact Factor: 26.8).https://t.co/snVal5oIfv https://t.co/O0Enn7w6Za 17
1626746880985280514 🧵1/4. Two high quality longitudinal studies published in @JAMAPediatrics in the past two weeks provide consistent evidence on how screen time in young children is negatively associated with their later health 12
1627716048018341915 2 de cada 10 niños y adolescentes tienen trastornos alimentarios 🟰 esta prevalencia es mayor en niñas y se asocia positivamente a la edad e IMC @JAMAPediatrics Gran trabajo liderado por @JFLopezGil https://t.co/8Su3V2cirH https://t.co/kVtxBx0APH 8
1627732025733001219 New study out in @JAMAPediatrics: 'Disparities in Pediatric Medical and Childcare Disruption Due to COVID-19' https://t.co/qXBrlIudEg @cuvzilla @OSUMedicine 4
1625192931832352771 BREAKING (though hardly surprising): Shift to healthier school lunches lowers obesity in kids, study of 14,000 schoolkids finds. @JohnsHopkinsSPH @JAMAPediatrics via @JoNel_Aleccia @AP https://t.co/uJhMgHWGq4 3
1625486245156786179 Decrease in kids’ BMI following improvements to diet quality of school meals—new from @ECHOChildHealth @JohnsHopkinsEPI. Changes in BMI in School-Aged Youths After Healthy, Hunger-Free Kids Act of 2010 Implementation https://t.co/1HOAzY2c9f via @JAMAPediatrics @JAMANetwork 2
1626155258165571584 US Infant Pertussis Incidence Trends in the Maternal Tdap Vaccine Era https://t.co/bHMlDuY2FA via @JAMAPediatrics part of @JAMANetwork 2
1627736841637199872 Disparities in Pediatric Medical and Childcare Disruption Due to COVID-19 https://t.co/p4zblx0rgS via @JAMAPediatrics part of @JAMANetwork #MedStudentResearch #OSUMedicineCN @micah_hartwell @cuvzilla @OSUMedicine 2
1627601454314708992 Dr Parco Siu of #HKUSPH et al. find physical activity interventions were associated w/ significant ⬇ in depressive symptoms in children & adolescents.The effect is even greater among >13y/o participants w/ depression diagnosis. Paper @JAMAPediatrics: https://t.co/Lrr3XltxG4 1

Top 10 tweets with highest Like count

ID Text Like count
1626627840899678233 Lange Bildschirmzeit bei Kleinkindern ist schlecht für die neurokognitive Entwicklung - und Spielen draußen hilft! Also: raus in den Matsch! Kein Bildschirm unter 3! @DGKJ_eV @BVKJ ... https://t.co/q4fUFxANhp via @JAMAPediatrics part of @JAMANetwork 106
1626746880985280514 🧵1/4. Two high quality longitudinal studies published in @JAMAPediatrics in the past two weeks provide consistent evidence on how screen time in young children is negatively associated with their later health 50
1627701475668287488 Our meta-analysis finds that 2 in 10 children and adolescents have disordered eating. Girls, older individuals and those with higher body mass index are more likely to report disordered eating. Prevention is key.@JAMAPediatrics (Impact Factor: 26.8).https://t.co/snVal5oIfv https://t.co/O0Enn7w6Za 43
1627716048018341915 2 de cada 10 niños y adolescentes tienen trastornos alimentarios 🟰 esta prevalencia es mayor en niñas y se asocia positivamente a la edad e IMC @JAMAPediatrics Gran trabajo liderado por @JFLopezGil https://t.co/8Su3V2cirH https://t.co/kVtxBx0APH 32
1625486245156786179 Decrease in kids’ BMI following improvements to diet quality of school meals—new from @ECHOChildHealth @JohnsHopkinsEPI. Changes in BMI in School-Aged Youths After Healthy, Hunger-Free Kids Act of 2010 Implementation https://t.co/1HOAzY2c9f via @JAMAPediatrics @JAMANetwork 14
1625862053419184128 ☝️ Study in @JAMAPediatrics. Below, a book I have been meaning to get to. Worries me. “New research on the reading brain chronicles these changes in the brains of children and adults as they learn to read while immersed in a digitally dominated medium.” https://t.co/p6r7H5k2ZU 10
1625192931832352771 BREAKING (though hardly surprising): Shift to healthier school lunches lowers obesity in kids, study of 14,000 schoolkids finds. @JohnsHopkinsSPH @JAMAPediatrics via @JoNel_Aleccia @AP https://t.co/uJhMgHWGq4 8
1627732025733001219 New study out in @JAMAPediatrics: 'Disparities in Pediatric Medical and Childcare Disruption Due to COVID-19' https://t.co/qXBrlIudEg @cuvzilla @OSUMedicine 8
1625842741446905856 US Infant Pertussis Trends Before and After Implementation of the Maternal Tdap Vaccine @JAMAPediatrics https://t.co/l0e6qv8USv #EBNEOalerts #neoEBM #neotwitter https://t.co/28HCoYbI2Z 5
1627760793864359936 Sensitivity and Specificity of the Modified Checklist for Autism in Toddlers https://t.co/jbxtPCzLwU via @JAMAPediatrics part of @JAMANetwork 5

Top 3 Languages Used In Tweets


Top 10 Hashtags used

Hashtag Count
#hkusph 2
#pedsid 2
#medstudentresearch 2
#osumedicinecn 2
#intimidation 2
#grandrounds 2
#vaccines 2
#foodequity 2
#ebneoalerts 2
#neoebm 2

Top 10 Hashtags Used In Tweets

Top 10 mentions

Mention Count
@jamapediatrics 105
@jamanetwork 36
@dgkj_ev 18
@bvkj 18
@profdtschneider 16
@jflopezgil 6
@mariat_836 6
@a_garciahermoso 4
@cuvzilla 4
@osumedicine 4

Top 10 mentions

Wordcloud of Tweets


Emojis

Average number of emojis used per tweet

35

Emojis used in tweets

Emoji Count Emoji Text
👏🏼 7 clapping_hands_medium-light_skin_tone
😂 3 face_with_tears_of_joy
2 down_arrow
⬇️ 2 down_arrow
👏🏻 2 clapping_hands_light_skin_tone
🧵 2 thread
👇 2 backhand_index_pointing_down
👉 2 backhand_index_pointing_right
👈 2 backhand_index_pointing_left
🙏 2 folded_hands

Emojis groups

Emoji Group Count
People & Body 21
Symbols 6
Smileys & Emotion 5
Objects 2
Activities 2
Animals & Nature 1