JAMAPediatrics - Tweet Data Analysis
Tweets Analysis - Keyword: @JAMAPediatrics
Published March 8, 2023
Overview
Tweets covering
10 days
Latest tweet was on
2023-02-21
Earliest tweet was on
2023-02-10
Total number of tweets analysed
105
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
- Negative Impact of Screen Time in Young Children
- Mental Health & Disordered Eating
- Health Impact of School Meals
- Infant Vaccines & Pertussis Trends & Prevention
- 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
- Screen time negatively impacting neurocognitive development of young children
- Disordered eating among 2 in 10 children & adolescents
- Shift to healthier school lunches impacts obesity in kids
- Negative impact of COVID-19 on pediatric healthcare
- 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
26% of total
Number of Original tweets
35
33% of total
Number of tweets that were Quotes
3
2% of total
Number of tweets that were Replies
41
39% of total
Number of tweets that contain Hashtags
21
20% of total
Number of tweets that contain Mentions
105
100% of total
Devices Used to Tweet
Top 5 Devices
| Source | Count |
|---|---|
| Twitter Web App | 48 |
| Twitter for iPhone | 33 |
| Twitter for Android | 16 |
| Hootsuite Inc. | 5 |
| Twitter for iPad | 2 |
Device Distribution
Top 10 Accounts by Followers
| 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 by Friends
| 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 by Retweets
| 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 … | 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. … | 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 … | 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 … | 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 … | 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 … | 1 |
Top 10 Tweets by Likes
| 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 … | 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 … | 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. … | 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 … | 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 … | 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 … | 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 Languages Used
Top 10 Hashtags
| Hashtag | Count |
|---|---|
| #hkusph | 2 |
| #pedsid | 2 |
| #medstudentresearch | 2 |
| #osumedicinecn | 2 |
| #intimidation | 2 |
| #grandrounds | 2 |
| #vaccines | 2 |
| #foodequity | 2 |
| #ebneoalerts | 2 |
| #neoebm | 2 |
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 |
Wordcloud of Tweets
Emoji Analysis
Average emojis per tweet:
35
Emojis Used
| 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 |
Emoji Groups
| Emoji Group | Count |
|---|---|
| People & Body | 21 |
| Symbols | 6 |
| Smileys & Emotion | 5 |
| Objects | 2 |
| Activities | 2 |
| Animals & Nature | 1 |
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