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Evaluating High-Demand Children's Shows

High-demand children's shows were identified using audience measurement data collected by media analytic organizations, such as Nielsen Media Research and Parrot Analytics, which are considered industry standards in the media and entertainment business. The shows, in decreasing order by global demand from April-May 2022, consisted of SpongeBob SquarePants, PAW Patrol, Masha and the Bear, The Owl House, My Little Pony: Friendship is Magic, Peppa Pig, Sesame Street, Cocomelon, Miraculous: Tales of Ladybug and Cat Noir, and PJ Masks. Each show was evaluated and ranked based on mediators (aspects of TV content) identified from my literature review; these include pacing, fantasy, violence, prosocial behaviors, and interactivity.* Data were recorded from three 20-30 minute long episodes of each show; some shows had shorter 6 or 12 minute episodes that were strung together as one 20-30 minute episode on streaming services like Paramount+ and Disney+.

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*Note: while genre, live vs. animation, and intended audience were also noted as mediators, they were excluded when ranking as there were no quantitative measurements taken for these variables. Nevertheless, this should not have significantly affected the results as all of the shows evaluated were child-directed; only Sesame Street contained some live scenes in addition to the animated ones; and the majority of the shows fell under the entertainment genre.

Measurement/Coding

1 / Pacing

The number of cuts was counted in each episode watched and divided by the episode length to find the cuts/minute, which we defined as “pacing.” This was done in accordance with past studies’ methods (Fan et al., 2021; Lillard, Li, & Boguszewski, 2015). Cuts were identified as changes in the setting or perspective shown on the screen and included transitions such as fades and zooms. In order to compare pacing between shows, the average cuts/minute across three episodes was calculated for each show.


Of all the shows, Cocomelon was found to be the fastest paced (~22 cuts/minute), with PJ Masks trailing close behind (~21 cuts/minute). Spongebob Squarepants was slowest paced (~9 cuts/minute), contrary to the results of Lillard, Li, & Boguszewski (2015) - a result that could be explained by differences in coders and episodes from the show that were evaluated.

2 / Fantasy

Fantasy was defined as incidents that were impossible according to the known laws of physics, in accordance with Lillard, Li, and Boguszewski (2015). Fantastical elements that were consistently present throughout the show, such as talking animals or magical creatures, were noted. When possible, timestamps when distinct incidents of fantasy began were recorded and counted for each episode. For comparison purposes, the number of distinct fantastical incidents/minute was averaged across three episodes per show.


Shows that took place in fantasy worlds with highly fantastical elements in all aspects of the characters lives (i.e. food, magic, fantasy creatures, detachable body parts) were noted as highly fantastical and distinct incidents of fantasy were not noted or quantitatively analyzed. These shows included The Owl House, My Little Pony: Friendship is Magic, and SpongeBob SquarePants. Of the shows where distinct fantastical incidents could be counted, PJ Masks, was found to be most fantastical while Peppa Pig was least fantastical.

3 / Violence

Violence was defined as any act of physical aggression. Timestamps when distinct incidents of violence began were recorded and counted for each episode. For comparison purposes, the number of distinct violent incidents/minute was averaged across three episodes per show.


SpongeBob SquarePants was found to have the highest frequency of violent incidents, with an average of 0.81 acts/minute. Paw Patrol had the lowest frequency of violent incidents, with 0 acts recorded from the three episodes evaluated.

4 / Prosocial

Prosocial behavior was defined as incidents where characters demonstrated altruism, helping, sharing, comforting, or cooperating. Timestamps when distinct incidents of prosocial behavior began were recorded and counted for each episode. For comparison purposes, the number of distinct prosocial incidents/minute was averaged across three episodes per show.


All ten shows included multiple displays of prosocial behavior throughout the episodes evaluated. Sesame Street had the highest frequency of prosocial behaviors by only a slight difference from most of the other shows. SpongeBob SquarePants had the lowest frequency of prosocial behaviors.

5 / Interactivity

Interactivity was defined as incidents in the show when the viewer was directly addressed and instructed or asked to perform an action such as dancing, answering a question, solving a riddle, or playing a game as opposed to simply passively watching the screen. Timestamps when distinct incidents of interactivity began were recorded and counted for each episode. For comparison purposes, the number of distinct interactive incidents/minute was averaged across three episodes per show. Of all the shows watched, only Sesame Street was found to have interactive elements incorporated into the program.

The Ranking System

All 10 shows were ranked for each factor that was measured (i.e. pacing, fantasy, violence, prosocial, and interactivity). For mediators that, at higher quantities, were likely to lead to worsening executive function development from TV viewing (i.e. pacing, fantasy, and violence), shows were ranked with 1 point awarded to the show with greatest cuts/minute or incidents/minute and 10 points awarded to the show with the least cuts/minute or incidents/minute. For mediators that, at higher quantities, were likely to promote or reduce the negative effects of TV on executive function (i.e. prosocial behaviors and interactivity), shows were ranked in reverse order and awarded points accordingly.

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Under the fantasy category, The Owl House, My Little Pony: Friendship is Magic, and SpongeBob SquarePants were tied and all awarded 1 point as they were almost entirely fantastical in all aspects of the show (e.g. setting, characters). Moreover, Sesame Street was the only show that contained interactive elements; thus, it was awarded 10 points and the other shows were given 1 point each.

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The overall ranking was determined by calculating the total number of points awarded to each show. The show with the greatest total number of points was placed first as most likely to promote executive function development or at least limit TV's negative effects.

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https://wallpapers.com/images/high/sesame-street-elmo-and-friends-cover-shtmx0g17zjrsvb3.jpg

01

"On a special inner city street, the inhabitants, human and muppet, teach preschool subjects with comedy, cartoons, games, and songs."

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https://www.imdb.com/title/tt0063951/

02

"A little pig named Peppa and her little brother George have journeys everyday with their family and friends."

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https://www.imdb.com/title/tt0426769/?ref_=fn_al_tt_1

https://m.media-amazon.com/images/M/MV5BNDUyODQ0NjAtYTZjMS00MzBjLWI1ZjYtMzBhYzgyYzdjMTE4XkEyXkFqcGdeQXVyMzU5OTE2NTI@._V1_.jpg
https://www.ucf.edu/news/files/2020/12/paw-patrol-forun.jpg

03

"Led by a boy named Ryder, a team of six playful rescue dogs use their individual talents to protect the seaside town of Adventure Bay. The pups are occasionally joined by newer helpers: Cap'n Turbot, Robo-Dog, Everest, and Tracker."

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https://www.imdb.com/title/tt3121722/?ref_=nv_sr_srsg_0

04

"In the town of Cocomelon, baby JJ and his siblings go on fun every-day adventures with nursery, play, exploration, and learning - situations that any preschooler could relate to. Fun, relatable stories set to toe-tapping songs."

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https://www.imdb.com/title/tt12427840/?ref_=fn_al_tt_1

https://m.media-amazon.com/images/M/MV5BZDkxOGUzYjQtNWQ3Yi00ZDg0LWE4ZTEtZTk4YjMyMjY4YzQ3XkEyXkFqcGdeQXVyOTcyNTkzOTA@._V1_FMjpg_UX1000_.jpg
https://static.wikia.nocookie.net/masha-and-bear/images/a/a9/Masha_and_the_Bear.png/revision/latest?cb=20180612195257

05

"A retired circus bear settles into the woods and prepares for a quiet new life surrounded by peace and tranquility until he is introduced to an adventurous little girl named Masha."

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https://www.imdb.com/title/tt1884856/?ref_=nv_sr_srsg_0

06-07 (tie)

"After learning that her friends, as well as herself, are the magical Elements of Harmony, studious unicorn Twilight Sparkle is sent by her mentor, Princess Celestia, to Ponyville to study the magic of friendship with help from her friends."

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https://www.imdb.com/title/tt1751105/?ref_=nv_sr_srsg_0

https://m.media-amazon.com/images/M/MV5BMGU0ZDVjYTctNjgwNi00MjI1LWIwMjYtZDE1MmE1NzAwMzgzXkEyXkFqcGdeQXVyNjUzMDIyNzE@._V1_.jpg
scale.jpeg

06-07 (tie)

"When young friends Connor, Amaya, and Greg put on their pajamas and activate their animal amulets, they turn into their alter egos: Catboy, Owlette, and Gekko as they embark on adventures that are filled with action."

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https://www.imdb.com/title/tt4148744/?ref_=fn_al_tt_1

08-09 (tie)

"Marinette and Adrien, two normal teens, transform into superheroes Ladybug and Cat Noir when an evil threatens their city."

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https://www.imdb.com/title/tt2580046/?ref_=fn_al_tt_1

https://prod-ripcut-delivery.disney-plus.net/v1/variant/disney/45984685D37301B2AE48139D35E655B8D73F43AA468C1A0BA369390B9F57771F/scale?width=1200&aspectRatio=1.78&format=jpeg
https://static.wikia.nocookie.net/the-owl-house/images/b/b1/The-Owl-House-key-art.jpg/revision/latest/scale-to-width-down/1200?cb=20210517172042

08-09 (tie)

"Accidentally sent to the world of the Boiling Isles before a trip to summer camp, a teenage human named Luz longs to become a witch, with the rebellious Eda and pint-sized demon King at her aid."

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https://www.imdb.com/title/tt8050756/?ref_=fn_al_tt_1

10

"The misadventures of a talking sea sponge who works at a fast food restaurant, attends a boating school, and lives in an underwater pineapple."

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https://www.imdb.com/title/tt0206512/?ref_=nv_sr_srsg_0

https://m.media-amazon.com/images/M/MV5BNTk2NzEyNTQtZTQ5MS00MjAyLTgzMDMtNDNkYTBkM2M2OTU3XkEyXkFqcGdeQXVyODUwNjEzMzg@._V1_.jpg
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