I got all my sisters with me (on Black Twitter): second screening of How to Get Away with Murder as a discourse on Black Womanhood
Open accessAbstract
In addition to performing racial identity on Black Twitter, Black users also use the platform to host discourse on Blackness. Tweets, hashtags, and trends associated with the television show How to Get Away with Murder are used to demonstrate that second screening and co-viewing of the series on Twitter enables a technocultural discourse on a shared cultural history of Black womanhood. Specifically, we address scenes portrayed in HTGAWM and highlight the intersection of race and gender. From a critical Black feminist lens we analyze the response on Black Twitter.
AI snapshot
Written from the paper’s full text.
TL;DR
This study analyzes tweets about *How to Get Away with Murder* as second-screen co-viewing on Black Twitter, arguing that it enables a technocultural discourse on Black womanhood. It finds users treated the wig-removal and mother-daughter hair-combing scenes as sites of representation, authenticity, shared memory, and intergenerational knowledge, while also contesting inaccurate portrayals.
Key findings
- Coding revealed six themes: joy at breakthrough in media representation; viewers’ emotional/personal connections; constructing and reifying Black authenticity through natural hair; dissenters/wig haters and internalized racism; intergenerational transfer of knowledge and co-remembering; and negotiating representation.
- The wig-removal scene occupied 17% of the conversation on the air date, while discussion of Viola’s wig occupied 33% of the dialogue on wigs in a random sample; prevalent associated words included real, raw, powerful, and inspiring.
- Conversations about viewing the show with mom occupied 24% of the dialogue around the mother-daughter hair ritual; users connected across generations but also criticized the scene’s inaccuracy, noting hair was combed dry, with a wide-toothed comb, and without moisturizer.
- The data included 8,017,877 tweets over 25 months; peak periods yielded 115,496 tweets (16–17 October 2014) and 153,489 tweets (19–20 February 2015). Crimson Hexagon projected 65% and 64% women in the two samples and 67% women overall; avatar coding found 166 of 210 “hair” posts, 76 of 123 “comb” posts, and 471 of 559 mother-daughter-ritual posts coded as Black.
Methods
- The authors use critical technocultural discourse analysis (CTDA) with a critical Black feminist intersectional lens, focusing on two peak episodes: “Let’s Get to Scooping” (16–17 October 2014) and “Mama’s Here Now” (19–20 February 2015).
- Tweets were collected via Crimson Hexagon from the Twitter Firehose using “HTGAWM,” “htgawm,” or “how to get away with murder” from 1 September 2014 to 15 October 2016; the authors then refined with keywords “wig,” “hair,” “mom,” and “comb” to 12,537 tweets.
- A computer-generated random sample of the refined tweets was hand-coded for emerging themes, with representative interactions reproduced; Crimson Hexagon also provided geotag, inferred gender, and demographic/avatar data.
Limitations
- The authors state they cannot verify the race and gender of each user, that visual coding of avatars can be unreliable because people can “catfish,” and that the data are not truly representative of the full discourse: HTGAWM has 18 million viewers on season premieres/finales, while the data include 8 million tweets.
- They also state that retweets are not explicitly represented, that it is difficult to determine what proportion of Black viewers engage in these conversations, and that second-screen access is uneven, potentially excluding Black women without digital technology and older generations who cannot or choose not to use social media.
- The paper notes that discourse analysis validity is never “once and for all” and that this discourse may shift over time; the analysis is interpretive and focused on two episodes and a keyword-refined subset.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 60 cited sources checked · 0 supported · 0 flagged
- Findingown data
CH data project that 65% and 64% of the tweets in the sample were sent by women during the two time periods being analyzed.
“CH data project that 65% and 64% of the tweets in our sample were sent by women during the two time periods being analyzed.”
Quote in the paperNot a substantial claim- Rests on an assumption: Profile avatars and CH inferred gender accurately indicate users' race and gender.
- Findingown data
Using the terms 'HTGAWM' or 'htgawm' or 'how to get away with murder' yielded a total of 8,017,877 tweets over a 25-month period from 1 September 2014 to 15 October 2016.
“Using these parameters yielded a total of 8,017,877 tweets over a 25-month period (1 September 2014 to 15 October 2016).”
Quote in the paperNot a substantial claim - Findingown data
In this study, viewers use #Dat-Murda in addition to #HTGAWM.
“For example, in our study, viewers use #Dat-Murda in addition to #HTGAWM.”
Quote in the paperNot a substantial claim - Findingown data
Out of 210 randomly sampled posts using the keyword 'hair,' 166 profile pictures were hand coded as having originated from a Black user.
“For example, out of 210 randomly sampled posts using the keyword 'hair,' 166 profile pictures were hand coded as having originated from a Black user.”
Quote in the paperNot a substantial claim- Rests on an assumption: Profile avatars and CH inferred gender accurately indicate users' race and gender.
- Findingown data
Using the keyword 'comb,' 76 out of 123 posts were coded as Black.
“Using the keyword 'comb,' 76 out of 123 were coded as Black.”
Quote in the paperNot a substantial claim- Rests on an assumption: Profile avatars and CH inferred gender accurately indicate users' race and gender.
- Findingown data
Coding of tweets in association with How to Get Away with Murder revealed several themes within the discourse surrounding Black womanhood.
“Coding of tweets in association with the television series HTGAWM revealed several themes within the discourse surrounding Black womanhood.”
Quote in the paperSubstantial claim - Findingown data
Viola's hair continues to be discussed by Twitter users throughout the series as demonstrated by trending topics during the most recent season.
“As seen in Graph 3 below, a random sampling of all of the tweets in our data set showed that discussion of Viola's wig occupied 33% of the dialogue on wigs, indicating that Viola's hair continues to be discussed by Twitter users throughout the series as demonstrated by trending topics during the most recent season.”
Quote in the paperNot a substantial claim - Findingown data
Users concur that taking off the wig was significant specifically because of the lack of current representation.
“Users concur that taking off the wig was significant specifically because of the lack of current representation (Figure 2):”
Quote in the paperSubstantial claim - Findingnone given
On the date that the episode 'Let's Get to Scooping' aired, the scene of Annalise removing her wig (and its variations) occupied 17% of the conversation.
“On the date that the episode 'Let's Get to Scooping' aired, this scene (and its variations) occupied 17% of the conversation.”
Quote in the paperNot a substantial claim - Findingown data
Twitter users indicate that a Black woman taking off her wig on national television is novel and overdue.
“Twitter users indicate 7 that a Black woman taking off her wig on national television is novel and overdue.”
Quote in the paperNot a substantial claim - Findingown data
A random sampling of all of the tweets in the data set showed that discussion of Viola's wig occupied 33% of the dialogue on wigs.
“As seen in Graph 3 below, a random sampling of all of the tweets in our data set showed that discussion of Viola's wig occupied 33% of the dialogue on wigs, indicating that Viola's hair continues to be discussed by Twitter users throughout the series as demonstrated by trending topics during the most recent season.”
Quote in the paperNot a substantial claim - Findingreasoning
Even when viewers participate via the second screen after the original episode has aired, they still participate in the ongoing discourse.
“Even when viewers participate via the second screen after the original episode has aired, they still participate in the ongoing discourse.”
Quote in the paperSubstantial claim - Findingown data
Removing a wig to reveal natural Black hair sparked intense emotions via the co-viewing discourse of tweeters.
“Removing a wig to reveal natural Black hair sparked intense emotions via the co-viewing discourse of tweeters.”
Quote in the paperSubstantial claim - Findingown data
The idea that the scene was powerful dominated the conversation.
“The idea that the scene was powerful dominated the conversation.”
Quote in the paperSubstantial claim - Findingown data
The most prevalent words associated with Annalise taking off her wig include real, raw, powerful, and inspiring.
“Some of the most prevalent words associated with Annalise taking off her wig include real, raw, powerful, and inspiring.”
Quote in the paperNot a substantial claim - Findingcitation
Our findings support those of Schirra et al. (2014) who found that users participated in coviewing when they wanted to feel connected to other viewers.
“Our findings support those of Schirra et al. (2014) who found that users participated in coviewing when they wanted to feel connected to other viewers.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schirra et al. (2014)
Not checked in the free run.
- Findingown data
The tweets written by users indicate their definitions of what it means to be a 'real' Black woman.
“The tweets written by users indicate their definitions of what it means to be a 'real' Black woman.”
Quote in the paperSubstantial claim - Findingown data
Not every Twitter user was of the opinion that Annalise's natural hair reveal was a positive image.
“Not every Twitter user was of the opinion that Annalise's natural hair reveal was a positive image.”
Quote in the paperSubstantial claim - Findingown data
The word 'real' is used multiple times by Twitter users responding to the scene in which Annalise removes her wig and her makeup.
“The word 'real' is used multiple times by Twitter users responding to the scene in which Annalise removes her wig and her makeup.”
Quote in the paperSubstantial claim - Findingown data
Over the time period of our analysis, conversations about viewing the show with mom occupied 24% of the dialogue (including variations of 'murder with my mom,' 'mom wants to watch,' and 'mom is watching HTGAWM').
“Over the time period of our analysis, conversations about viewing the show with mom occupied 24% of the dialogue (including variations of 'murder with my mom,' 'mom wants to watch,' and 'mom is watching HTGAWM').”
Quote in the paperNot a substantial claim - Findingown data
To be natural is equated by viewers as being more authentically Black.
“To be natural is equated by viewers as being more authentically Black.”
Quote in the paperSubstantial claim - Findingown data
Entwined with 'being real' was a sense of freedom, signifying that natural hair is tied to authenticity.
“Entwined with 'being real' was a sense of freedom, signifying that natural hair is tied to authenticity.”
Quote in the paperSubstantial claim - Findingown data
Users intentionally code language in tweets to signify Blackness.
“Users intentionally code language in tweets to signify Blackness.”
Quote in the paperSubstantial claim - Findingown data
Users highlighted the reality of the moment when Annalise took off her wig.
“Users also highlighted the reality of the moment when Annalise took off her wig.”
Quote in the paperSubstantial claim - Findingreasoning
By arguing that this scene did not accurately portray Black hair care, Twitter users question the validity of the on-screen performance.
“By arguing that this scene did not accurately portray Black hair care, Twitter users question the validity of the on-screen performance.”
Quote in the paperSubstantial claim - Findingreasoning
Black women are reminded of the experience they had with their mothers.
“Black women are reminded of the experience they had with their mothers.”
Quote in the paperSubstantial claim - Findingown data
Many viewers also mentioned the role portrayed by Kerry Washington in Scandal-another strong Black female lead.
“As we discovered in our study of the viewers of HTGAWM, many viewers also mentioned the role portrayed by Kerry Washington in Scandalanother strong Black female lead.”
Quote in the paperNot a substantial claim - Findingown data
This ritual is not confined to age.
“Importantly, this ritual is not confined to age, as one of the tweets above explicitly demonstrates.”
Quote in the paperNot a substantial claim - Findingnone given
We have identified six themes that contribute to the ongoing discourse on Black womanhood.
“We have identified six themes that contribute to the ongoing discourse on Black womanhood.”
Quote in the paperSubstantial claim - Findingown data
Users repeatedly negotiate authenticity and realness as part of the discourse on Black womanhood.
“In turn, as we have demonstrated above, users repeatedly negotiate authenticity and realness as part of the discourse on Black womanhood.”
Quote in the paperSubstantial claim - Findingown data
Black women celebrated the hair ritual by seeking to emotionally connect with other Black women.
“Black women celebrated the hair ritual by seeking to emotionally connect with other Black women.”
Quote in the paperSubstantial claim - Findingnone given
Our total data set includes more than 8 million tweets.
“Our total data set includes more than 8 million tweets.”
Quote in the paperNot a substantial claim - Findingown data
Out of 559 randomly sampled posts associated with the mother-daughter ritual, 471 were coded as Black.
“Similarly, out of 559 randomly sampled posts associated with the mother-daughter ritual, 471 were coded as Black.”
Quote in the paperSubstantial claim - Findingown data
Our analysis confirms that these discussions are taking place.
“However, our analysis confirms that these discussions are taking place.”
Quote in the paperSubstantial claim - Findingnone given
Twitter users respond to a new portrayal of Black femininity that is usually not displayed.
“Twitter users respond to a new portrayal of Black femininity that is usually not displayed.”
Quote in the paperSubstantial claim - Interpretationnone given
Communal viewing of How to Get Away with Murder and resulting discourse on Twitter demonstrates intergenerational transfer of knowledge.
“Ultimately, we argue that communal viewing of the television series How to Get Away with Murder (HTGAWM) and resulting discourse on Twitter demonstrates insider access to a shared cultural history of Black womanhood, culture-specific nostalgia, and the intergenerational transfer of knowledge.”
Quote in the paperNot a substantial claim - Interpretationnone given
Communal viewing of How to Get Away with Murder and resulting discourse on Twitter demonstrates culture-specific nostalgia.
“Ultimately, we argue that communal viewing of the television series How to Get Away with Murder (HTGAWM) and resulting discourse on Twitter demonstrates insider access to a shared cultural history of Black womanhood, culture-specific nostalgia, and the intergenerational transfer of knowledge.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Twitter facilitates discourse on racial representations on television.
“We argue here that Twitter facilitates discourse on racial representations on television.”
Quote in the paperNot a substantial claim - Interpretationown data
Second screening and co-viewing of How to Get Away with Murder on Twitter enables a technocultural discourse on a shared cultural history of Black womanhood.
“Tweets, hashtags, and trends associated with the television show How to Get Away with Murder are used to demonstrate that second screening and co-viewing of the series on Twitter enables a technocultural discourse on a shared cultural history of Black womanhood.”
Quote in the paperSubstantial claim - Interpretationreasoning
The second screen can act as a gateway to discursive dialogue.
“We observe that the second screen can act as a gateway to discursive dialogue.”
Quote in the paperSubstantial claim - Premisecitation
Television viewing is no longer a unidirectional process.
“Television viewing is no longer a unidirectional process (Trilling, 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Trilling, 2015
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- Interpretationreasoning
The narratives of Black women without second-screen access may not be as readily represented in programming catering to young, middle class audiences.
“Consequentially, their narratives may not be as readily represented in programming catering to young, middle class audiences.”
Quote in the paperSubstantial claim - Premisecitation
Black women are able to validate their experiences by empathizing, sharing collective memories, and feeling connected to people they have never met.
“Black women are able to validate their experiences by empathizing, sharing collective memories, and feeling connected to people they have never met.”
Quote in the paperSubstantial claim - Interpretationcitation
These findings offer support for theorizing co-viewing via the second screen as a discourse-enabling, technocultural tool.
“These findings offer support for theorizing co-viewing via the second screen as a discourse-enabling, technocultural tool.”
Quote in the paperSubstantial claim - Premisecitation
Second screen viewing is only dialogue-enabling to certain users.
“Certainlysecond screen viewing is only 'dialogue-enabling' (Laursen & Sandvik, 2014) to certain users.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Laursen & Sandvik, 2014
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- Premisecitation
Black social networks can be helpful and necessary for Blacks to persevere in a predominantly White environment.
“Black social networks can be helpful and necessary for Blacks to persevere in a predominantly White environment.”
Quote in the paperSubstantial claim - Premisecitation
Television producers are responding to the second screening process by changing the content of shows.
“Television producers are responding to the second screening process by changing the content of shows (Cameron & Geidner, 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Cameron & Geidner, 2014
Not checked in the free run.
- Interpretationreasoning
The discourse may be absent of subsets of Black women viewers including those lacking the means to purchase digital technologies and older generations of Black women who are unable to, or choose not to, engage with social media.
“Thus, the discourse may be absent of subsets of Black women viewers including those lacking the means to purchase digital technologies and older generations 2 of Black women who are unable to, or choose not to, engage with social media.”
Quote in the paperSubstantial claim - Interpretationreasoning
In this study of Black women's discourse surrounding How to Get Away with Murder, only women with access to second screens can participate in this particular meaning-making process.
“In our study of Black women's discourse surrounding HTGAWM, we acknowledge that only women with access to second screens can participate in this particular meaning-making process.”
Quote in the paperNot a substantial claim - Premisecitation
Users' opinions are influenced by trending topics.
“Previous research suggests that users' opinions are influenced by trending topics (Cameron & Geidner, 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Cameron & Geidner, 2014
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- Interpretationcitation
Co-viewing via the second screen has the potential to draw audiences into important discourse on identity politics over time.
“Even when viewers have already viewed an episode, they often return to Twitter to continue previous conversations or join new dialogues (Schirra, Sun, & Bentley, 2014), suggesting that co-viewing via the second screen has the potential to draw audiences into important discourse on identity politics over time.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Schirra, Sun, & Bentley, 2014
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- Premisecitation
When mainstream news media fails to report issues relevant to Black women, Black feminists on Twitter often share news and engage in critical discussions about it.
“Moreover, when mainstream news media fails to report issues relevant to Black women, Black feminists on Twitter often share news and engage in critical discussions about it (Williams, 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Williams, 2015
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- Premisecitation
Without these connections it is common to feel alone and vulnerable.
“Without these connections it is common to feel alone and vulnerable (Evans, 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Evans, 2013 source
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- Premisecitation
Black feminists have successfully used Twitter to expand networks that provide encouragement for Black women that are sexual assault survivors in specific locales where support networks may be limited.
“For example, Black feminists have successfully used Twitter to expand networks that provide encouragement for Black women that are sexual assault survivors in specific locales where support networks may be limited (Williams, 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Williams, 2015
Not checked in the free run.
- Premisecitation
Coded interactions are used to demarcate boundaries in the Twitterverse.
“Coded interactions are used to demarcate boundaries in the Twitterverse.”
Quote in the paperSubstantial claim - Premisecitation
Black Twitter uses indirectness, doubleness, and wordplay for the performance of Black Cultural Identity on Twitter.
“However, Black Twitter uses 'indirectness, doubleness, and wordplay … for the performance of Black Cultural Identity on Twitter' (Florini, 2013, p. 2).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Florini, 2013
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- Interpretationreasoning
Twitter can transverse class and status divides to provide expanded support networks for Black users.
“Thus, twitter can transverse class and status divides to provide expanded support networks for Black users.”
Quote in the paperSubstantial claim - Premisereasoning
Twitter acts as a stage on which identity claims are made, including racial identity claims.
“Because our online lives and offline lives often converge to create an ongoing identity negotiation, Twitter acts as a stage on which identity claims are made, including racial identity claims.”
Quote in the paperSubstantial claim - Premisereasoning
In the co-viewing process, users construct tweets for an audience that is viewing the same television show.
“In the coviewing process, the imagined audience becomes particularly important; users construct tweets for an audience that is viewing the same television show.”
Quote in the paperSubstantial claim - Premisereasoning
Users often code switch to enact insider status.
“Thus, users often code switch to enact insider status.”
Quote in the paperNot a substantial claim - Premisecitation
Black Twitter is bound by the technocultural norms associated with the mainstream narratives of Twitter and cannot be completely representative of or inclusive of Blackness.
“Black Twitter is bound by the technocultural norms associated with the mainstream narratives of Twitter (i.e., White users believe that Twitter is predominantly used by White users even though empirical evidence suggests otherwise; see Smith, 2011) and cannot be completely representative of or inclusive of Blackness (Brock, 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Brock, 2012
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- Premisecitation
Users who do not understand the sociohistorical implications of coded tweets are excluded, thereby ensuring some semblance of group solidarity.
“Users who do not understand the sociohistorical implications of coded tweets are excluded, thereby ensuring some semblance of group solidarity (Brock, 2012;Florini, 2013;Williams, 2015;Williams, 2016a).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Brock, 2012
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- cites Florini, 2013
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- cites Williams, 2015
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- Premisecitation
Black users intentionally signify to convey multiple layers of identity.
“Black users intentionally signify to convey multiple layers of identity.”
Quote in the paperSubstantial claim - Study design and conductcitation
The 8,017,877 tweets represent the entire corpus of public tweets using any variation of the hashtag HTGAWM, groupings of the letters HTGAWM, or the phrase 'how to get away with murder.'
“Because CH monitors data from the Twitter Firehose (data provided by Twitter on every public tweet that has been 'sent around the globe', Breese, 2016, p. 6), this number represents the entire corpus of public tweets using any variation of the hashtag HTGAWM, groupings of the letters HTGAWM, or the phrase 'how to get away with murder.'”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Breese, 2016
Not checked in the free run.
- Interpretationcitation
How the user is presenting themselves to the rest of the network is more important than whether or not each individual user is verifiably Black and female.
“How the user is presenting themselves to the rest of the network is more important than whether or not each individual user is verifiably Black and female.”
Quote in the paperSubstantial claim - Premisecitation
Rightler-McDaniels and Hendrickson (2014) have established precedent for treating visual analysis of race-presenting avatars in their study on racial and gendered performativity in trending topics.
“Rightler-McDaniels and Hendrickson (2014) have established precedent for this treatment of visual analysis of race-presenting avatars in their study on racial and gendered performativity in trending topics.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rightler-McDaniels and Hendrickson, 2014
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- Premisecitation
Showing natural hair is associated with Black pride and rebellion against mainstream White norms.
“Showing natural hair is associated with Black pride and rebellion against mainstream White norms (Hutchinson Miller, 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hutchinson Miller, 2016
Not checked in the free run.
- Premisecitation
Removing the wig was extremely important because Black hair styling and care have historically been sites of political action.
“Removing the wig was extremely important because Black hair styling and care have historically been sites of political action (Lester, 2000;Mercer, 2000).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Lester, 2000
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- cites Mercer, 2000
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- Premisecitation
Black men and Black women alter their hair to make it appear more White, such as using heat and chemicals to straighten it, adding pressure and weight to their scalps by braiding hair, or covering their hair with a wig.
“Natural Black hair is viewed as deviant, unattractive, and unsophisticated (Hutchinson Miller, 2016;Leeds Craig, 2002;Mercer, 2000), leading Black men and Black women to alter their hair to make it appear more White, such as using heat and chemicals to straighten it, adding pressure and weight to their scalps by braiding hair, or covering their hair with a wig (Lester, 2000).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lester, 2000
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- Interpretationreasoning
The participatory nature of co-viewing allows for Black women to communicate with each other about the lack of representation.
“The participatory nature of co-viewing allows for Black women to communicate with each other about the lack of representation.”
Quote in the paperSubstantial claim - Interpretationreasoning
Watching a Black woman remove her straight wig to reveal her natural kinky hair on national television was cause for discussion.
“Therefore, watching a Black woman remove her straight wig to reveal her natural kinky hair on national television was cause for discussion.”
Quote in the paperSubstantial claim - Interpretationreasoning
The association of natural hair with a more authentic level of Blackness suggests that viewers connect authenticity and natural hair discourse.
“Annalise does not actually become darker once she removes her wig, but the association of natural hair with a more authentic level of Blackness suggests that viewers connect authenticity and natural hair discourse.”
Quote in the paperSubstantial claim - Interpretationown data
Authenticity is negotiated as users define and redefine 'real.'
“Authenticity is negotiated as users define and redefine 'real.'”
Quote in the paperSubstantial claim - Interpretationreasoning
Their sentiments construct natural hair as being closer to a derogatory depiction of Africans.
“Their sentiments construct natural hair as being closer to a derogatory depiction of Africans.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Co-viewers and second screen users contribute to discourse over time and across television programs.
“Co-viewers and second screen users contribute to discourse over time and across television programs.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Black women across generations are able to connect via the second screen co-remembering process online via Twitter and offline in person.
“Black women across generations are able to connect via the second screen co-remembering process online via Twitter and offline in person.”
Quote in the paperSubstantial claim - Interpretationreasoning
Viewers who may have only tuned into one show or the other now work together to further various discourses on identity politics.
“Viewers who may have only tuned into one show or the other, now work together to further various discourses on identity politics.”
Quote in the paperSubstantial claim - Interpretationnone given
Users' participation in this discourse does not exclude or prohibit them from participating in other discursive frameworks.
“Users' participation in this discourse does not exclude or prohibit them from participating in other discursive frameworks.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Black identity is negotiated on Twitter among users-challenging the notions of authentic Blackness and the portrayal of that Blackness.
“Similarly, Black identity is negotiated on Twitter among userschallenging the notions of authentic Blackness and the portrayal of that Blackness.”
Quote in the paperSubstantial claim - Interpretationreasoning
Co-viewing acts as a technocultural tool that is community-engendering.
“Thus we return to our earlier statement, that co-viewing acts as a technocultural tool that is community-engendering.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Our data are based on primary authors of tweets.
“Conversely, our data are based on primary authors of tweets.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 85
- May combine two claims. 48
Probably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationCo-viewing strengthened previously existing offline relationships.
“Interestingly but unsurprisingly, their results also revealed that co-viewing strengthened previously existing offline relationships.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schirra et al., 2014
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Findingnone givenIn the case of How to Get Away with Murder, Black users envision an audience that looks like them.
“In the case of HTGAWM, we will demonstrate that Black users envision an audience that looks like them.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingcitationOut of 82,665 tweets with identifiable geotags sent on the days of peak conversation, the most tweets originated from New York, Georgia, Texas, Florida, California, Illinois, Pennsylvania, and North Carolina-all states with the highest percentage of Black residents according to 2010 Census Bureau data.
“Further, out of 82,665 tweets with identifiable geotags sent on the days of peak conversation, it was determined that the most tweets originated from New York, Georgia, Texas, Florida, California, Illinois, Pennsylvania, and North Carolinaall states with the highest percentage of Black residents according to 2010 Census Bureau data (US Census Bureau, n.d.).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites US Census Bureau, n.d.
Not checked in the free run.
May combine two claims.
Findingown data115,496 tweets were sent between 16 and 17 October 2014, while 153,489 tweets were sent between 19 and 20 February 2015.
“Therefore, using the same monitoring parameters as the overall data set, 115,496 tweets were sent between 16 and 17 October 2014 while 153,489 tweets were sent between 19 and 20 February 2015.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe majority of users in the sample are using an image of a person of color in their personal profile, suggesting that the majority of users in the sample are people of color.
“Using the demographics function of CH, we found that the majority of users in our sample are using an image of a person of color in their personal profile, suggesting that the majority of users in our sample are people of color.”
Quote in the paperSubstantial claim- Rests on an assumption: Profile avatars and CH inferred gender accurately indicate users' race and gender.
Probably not a substantial claim: may not pass S4 (based).
Findingnone givenRegarding How to Get Away with Murder, themes that arise in one episode often re-emerge during the next, causing a season-long or even series-long conversation.
“Regarding HTGAWM, themes that arise in one episode often re-emerge during the next, causing a season-long or even series-long conversation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
FindingreasoningThe viewers in this study use the hashtag #HTGAWM to connect the community of viewers following the show.
“Similarly, the viewers in this study use the hashtag #HTGAWM to connect the community of viewers following the show.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Findingnone givenThe two points that Twitter users seem to be most taken with are the absence of any makeup, revealing a darker complexion, and the removal of the wig, revealing natural kinky hair, something not often represented on primetime television.
“The two points that Twitter users seem to be most taken with are the absence of any makeup, revealing a darker complexion, and the removal of the wig, revealing natural kinky hair, something not often represented on primetime television.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenDominant themes are categorized by episode.
“Dominant themes are categorized by episode (Table 1).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCo-viewers not only identified with the character, but they also saw themselves in her.
“These tweets suggest that co-viewers not only have identified with the character, but they also saw themselves in her.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataViewers of HTGAWM not only make connections with other users but they also negotiate their own identities through the process of second screen participation.
“Viewers of HTGAWM not only make connections with other users but they also negotiate their own identities through the process of second screen participation (Figure 3).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataUsers cite the wig removal alongside other signifyin' language and combine them to accentuate what it means to them to be Black, and how Blackness is displayed in this scene.
“They cite the wig removal alongside other signifyin' language and combine them to accentuate what it means to them to be Black, and how Blackness is displayed in this scene (Figure 6).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingown dataThe user defines taking off the wig as an indicator of being a #realBlackwoman.
“The user defines taking off the wig as an indicator of being a #realBlackwoman (Figure 5).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenCo-viewing audiences had an overwhelmingly personal response to viewing the mother-daughter interaction.
“Co-viewing audiences had an overwhelmingly personal response to viewing the mother-daughter interaction.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Findingnone givenOther users are reminded of slavery when they see Annalise's natural hair.
“Other users are reminded of slavery when they see Annalise's natural hair.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingnone givenBy connecting natural hair to slavery, users conjure up images of the first Africans in America.
“By connecting natural hair to slavery, users conjure up images of the first Africans in America.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataUsers again emphasize the heightened level of perceived Blackness achieved by wearing natural hair, but this time they are revolted by it.
“As seen above, users again emphasize the heightened level of perceived Blackness achieved by wearing natural hair, but this time they are revolted by it (Figure 7).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Findingnone given'Dis so Black!' is an intentionally humorous play on signifyin' language; it is specifically coded to express insider group status while excluding people who do not identify as Black from the discourse.
“'Dis so Black!' is an intentionally humorous play on signifyin' language; it is specifically coded to express insider group status while excluding people do not identify as Black from the discourse.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Findingown dataIn our analysis, this discourse is specific to Black women because the scene depicts a mother combing her daughter's natural Black kinky hair.
“In our analysis, this discourse is specific to Black women because the scene depicts a mother combing her daughter's natural Black kinky hair.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingnone givenThis time, the focus is on the production of the scene, not Keating's Blackness.
“This time, the focus is on the production of the scene, not Keating's Blackness.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Findingown dataViewers argue that the scene does not truly portray Black hair care because kinky-coily hair was combed incorrectly; it was combed dry instead of wet, with a wide-toothed comb instead of a fine-toothed comb, and without moisturizer to provide the necessary slippage to avoid hair breakage.
“Viewers argue that the scene does not truly portray Black hair care because kinky-coily hair was combed incorrectly; it was combed dry instead of wet, with a wide-toothed comb instead of a fine-toothed comb, and without moisturizer to provide the necessary slippage to avoid hair breakage (Figure 12).”
Quote in the paperSubstantial claimMay combine two claims.
FindingreasoningWhile experiencing joy and emotional connection to the hair care routine, users also articulate that they expect to be represented accurately and indicate how that can be done (i.e., add moisture to curls before combing).
“While experiencing joy and emotional connection to the hair care routine, users also articulate that they expect to be represented accurately and indicate how that can be done (i.e., add moisture to curls before combing).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Findingnone given'chance to woman up' and 'Viola Davis's idea' were dominant trends on the day the episode 'Let's get to Scooping' originally aired.
“In fact, 'chance to woman up' and 'Viola Davis's idea' were dominant trends on the day the episode 'Let's get to Scooping' originally aired.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCH estimates project that 67% of the users in our overall data set are women, suggesting that women are the primary drivers of discourse centered on HTGAWM.
“CH estimates project that 67% of the users in our overall data set are women, suggesting that women are the primary drivers of discourse centered on HTGAWM.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningTwitter is used by some as a platform to reify cultural norms and expectations of Blackness, and by others as a space to challenge these norms.
“Twitter is used by some as a platform to reify cultural norms and expectations of Blackness, and by others as a space to challenge these norms.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Findingnone givenHTGAWM boasts 18 million viewers that tune in on season premiers and finales and our data only includes 8 million tweets.
“HTGAWM boasts 18 million viewers that tune in on season premiers and finales and our data only includes 8 million tweets.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe keyword 'getting' was the only trend with a greater number of mentions at 68%, which is the top repeat since it is in the title of the show, but does not represent any other significant discussion, whereas 'wig' does.
“The keyword 'getting' (as in getting away with murder) was the only trend with a greater number of mentions at 68%, which is the top repeat since it is in the title of the show, but does not represent any other significant discussion, whereas 'wig' does.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Findingown dataWe are encouraged to find overwhelmingly positive reactions to representations of a generally marginalized type of Black femininity in HTGAWM.
“We are encouraged to find overwhelmingly positive reactions to representations of a generally marginalized type of Black femininity in HTGAWM.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningViola Davis adds a nuanced depiction of Black women on television.
“Davis plays a dynamic character that is both strong and vulnerable, confident and scared; she adds a nuanced depiction of Black women on television.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
InterpretationreasoningTwitter may be analyzed as an online microcosm of US society, in which Black members seek out others with whom they racially identify and draw support.
“In this way, Twitter may be analyzed as an online microcosm of US society, in which Black members seek out others with whom they racially identify and draw support.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationBlack feminist scholars emphasize the relative invisibility of Black women in general.
“Black feminist scholars emphasize the relative invisibility of Black women in general (Collins, 2002;Crenshaw, 1991;hooks, 1989).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Collins, 2002 source
Not checked in the free run.
- cites Crenshaw, 1991
Not checked in the free run.
- cites hooks, 1989
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
PremisereasoningHow to Get Away with Murder is a particularly useful case to consider because of Viola Davis' representation of a Black woman.
“This television series is a particularly useful case to consider because of Davis' representation of a Black woman.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
PremisereasoningViola Davis' appearance is directly oppositional to common contemporary portrayals of Black femininity on television, which typically depict lighter skinned Black women with curly or straightened hair.
“This is directly oppositional to common contemporary portrayals of Black femininity on television, which typically depict lighter skinned Black women with curly or straightened hair (i.e., Girlfriends aired 2000-2008, Scandal aired 2012-present, Blackish aired 2014-present, and Empire aired 2015-present).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIn contemporary American media, Black women, if they are represented at all, are often portrayed as tough, unattractive, and undesirable or sexually immoral and hypersexual.
“The conceptualization of Black women as 'only good for their bodies' is depicted contemporarily in American media: Black women, if they are represented at all, are often portrayed as tough, unattractive, and undesirable or sexually immoral and hypersexual (Collins, 2004;hooks, 1992;Nagel, 2003;Springer, 2008).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Collins, 2004
Not checked in the free run.
- cites hooks, 1992
Not checked in the free run.
- cites Nagel, 2003
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
InterpretationreasoningDiscourse enabled by discussion of How to Get Away with Murder on Twitter carves out a space for Black women to connect and find support networks.
“Discourse enabled by discussion of HTGAWM on Twitter is particularly significant because it stars a strong Black female lead and in that it carves out a space for Black women to connect and find support networks.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenViola Davis has Afrocentric facial features, a dark complexion, and kinky hair.
“Davis herself has Afrocentric facial features, a dark complexion, and kinky hair.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningBlack users connect with their own community members online.
“In turn, Black users connect with their own community members online.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
Premisenone givenViola Davis plays a dynamic character that is both strong and vulnerable, confident and scared.
“Davis plays a dynamic character that is both strong and vulnerable, confident and scared; she adds a nuanced depiction of Black women on television.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningScenes of vulnerability portrayed by Viola Davis highlight the intersectionality of race and gender that is lacking in most television series.
“Scenes of vulnerability portrayed by Davis highlight the intersectionality of race and gender that is lacking in most television series.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenThe imagery of taking off the wig to reveal natural, kinky hair underneath is something specific to Black women.
“The imagery of taking off the wig to reveal natural, kinky hair underneath is something specific to Black women.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
PremisereasoningThe co-viewing process is liberative in that it diminishes discourse interruption.
“For all the reasons mentioned above, the co-viewing process is liberative in that it diminishes discourse interruption.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationSecond screens act as backchannels because they allow users to watch television on one main screen, and seek alternative sources of information and opinions at the same time.
“Second screens act as backchannels because they allow users to watch television on one main screen, and seek alternative sources of information and opinions at the same time.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Finger and De Souza, 2012
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningAs a Black producer, Shonda Rhimes' nuanced portrayal of Black hair care in primetime television is groundbreaking.
“Thus, as a Black producer, Rhimes' nuanced portrayal of Black hair care in primetime television is groundbreaking.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationThe second screen is a technocultural tool capable of hosting deliberative discourse, exposing users to multiple viewpoints in a wide social sphere.
“In this context, the second screen is a technocultural tool that is capable of hosting 'deliberative discourse,' exposing users to multiple viewpoints in a wide social sphere (Trilling, 2015, p. 260).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Trilling, 2015
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenWhen haircare is discussed in film and television, it is often done in a humorous manner.
“When haircare is discussed in film and television, it is often done in a humorous manner.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationSecond screens can facilitate collective meaning-making-all participate in the process of producing knowledge together.
“Second screens can facilitate collective meaning-making-all participate in the process of producing knowledge together (Piers de Sá, 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Piers de Sá, 2015
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenBlack hair is often portrayed on television, cut, styled, and costumed at the hands of producers most of whom are white.
“Black hair is often portrayed on television; cut, styled, and costumed at the hands of producersmost of whom are white.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenThe hashtag acts as a cataloguing system so viewers of the original broadcast can still communicate with later viewers who stream the show.
“For example, the hashtag acts as a cataloguing system so viewers of the original broadcast can still communicate with later viewers who stream the show.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningThe cataloguing aspect of the hashtag allows viewers of the original broadcast to communicate with post-broadcast viewers, minimizing the distinction between broadcast and streamed content.
“We argue that the cataloguing aspect of the hashtag allows viewers of the original broadcast to communicate with post-broadcast viewers, minimizing this distinction.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataProducer Shonda Rhimes defies the unidimensional stereotype of Black women by allowing viewers to see a multifaceted Black protagonist that they can identify with, as demonstrated by the response on Black Twitter.
“Producer Shonda Rhimes defies this unidimensional stereotype by allowing viewers to see a multifaceted Black protagonist that they can identify with, as we demonstrate by the response on Black Twitter to such a portrayal.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
PremisereasoningDigital inequality reflects existing economic inequality.
“Digital inequality reflects existing economic inequality (those with lower incomes encounter greater difficulty when purchasing non-essential technology).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEvans (2013) found that Black flight attendants and pilots are publicly disrespected and questioned about their work ability.
“For example, Evans (2013) found that Black flight attendants and pilots are publicly disrespected and questioned about their work ability.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Evans, 2013 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisereasoningUnequal distribution of second screens limits the access of some, while others lack the technocultural and economic capital to engage in dialogues on Twitter due to an inability or unwillingness to navigate the platform.
“Given that second screen co-viewing is 'parasocial,' unequal distribution of second screens limits the access of some, while others lack the technocultural and economic capital to engage in dialogues on Twitter due to an inability or unwillingness to navigate the platform.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationEvans's respondents found comfort in talking about racialized experiences and took relief in the inevitable fact that they were not alone in their experiences.
“Evans's respondents found comfort in talking about racialized experiences and took relief in the inevitable fact that they were not alone in their experiences.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Evans, 2013 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBlack NFL players used Twitter to share sentiments and engage in discourse on Travon Martin and George Zimmerman.
“Similarly, Black NFL players used Twitter to share sentiments and engage in discourse on Travon Martin and George Zimmerman.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schmittle & Sanderson, 2014
Not checked in the free run.
May combine two claims.
PremisecitationBlack Twitter can be used to expand interpersonal networks and allow users to feel understood by and unified with a community.
“Black Twitter can be used to expand interpersonal networks and allow users to feel understood by and unified with a community.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationUsers of color use distinct language to mark social boundaries.
“Papacharissi (2012) and Florini (2013) propose that users of color use distinct language to mark social boundaries.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Papacharissi, 2012
Not checked in the free run.
- cites Florini, 2013
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationTwitter users know that their audiences are potentially limitless and use cultural cues to visualize an audience.
“Marwick and boyd (2011) contend that Twitter users know that their audiences are potentially limitless and use cultural cues to visualize an audience.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Marwick and boyd, 2011
Not checked in the free run.
May combine two claims.
PremisereasoningBlack Twitter users enjoy connecting with other Black users but they remain aware that Twitter is not a homogeneously Black space.
“Black Twitter users enjoy connecting with other Black users but they remain aware that Twitter is not a homogeneously Black space.”
Quote in the paperSubstantial claimMay combine two claims.
Premiseown data#Dat-Murda, originally created by 'Black Girl Nerds,' uses common vernacular to speak to a specific subset of viewers.
“The former, originally created by 'Black Girl Nerds,' use common vernacular to speak to a specific subset of viewers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBrock (2012) argues that the alternative, distinctive marking of Black Twitter acts as a 'social public'-a community that was formed on Twitter by those with insider and outsider status.
“Beyond racial boundary making, Brock (2012) argues that the alternative, distinctive marking of Black Twitter acts as a 'social public'a community that was formed on Twitter by those with insider and outsider status (p.530).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Brock, 2012
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenBoth researchers checked the profile page and avatar of the author of each representative statement included.
“Both researchers checked the profile page and avatar of the author of each representative statement that we have included below (names and avatars have been removed as per institutional IRB guidelines).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation#gladiators is used by viewers of Scandal to connote the community of viewers that co-views Scandal together.
“For instance, #gladiators is used by viewers of Scandal to connote the community of viewers that co-views Scandal together (Williams, 2016a).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Williams, 2016a
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationVisual coding of avatars can be unreliable because people can use images of others to fool or 'catfish' their networks.
“We acknowledge that visual coding of avatars can be unreliable because people can use images of others to fool or 'catfish' their networks (Williams, 2016b).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Williams, 2016b
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious research suggests that trending hashtags can act as a type of instant community.
“Previous research suggests that trending hashtags can act as a type of instant community (Fitton, Gruen, & Poston, 2009).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fitton, Gruen, & Poston, 2009
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious research suggests that these communities coalesce around identity politics or interests.
“Previous research suggests that these communities coalesce around identity politics or interests (Small, 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Small, 2011
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
Study design and conductcitationAlthough the paper cannot verify the race and gender of each user in the sample, it focuses on the public discussion of topics within an online space as perceived by participants as Black and female.
“Although we cannot verify the race and gender of each user in our sample, we focus on the public discussion of topics within an online space as perceived by participants as Black and female.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisereasoningAt times, instant communities can become longer conversations about themes that reoccur.
“At times, these instant communities can become longer conversations about themes that reoccur.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationConcerning discourse analysis, validity is never 'once and for all' and all analyses are open to further discussion and dispute.
“However, as Gee (2014) notes that, concerning discourse analysis, 'validity is never”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gee, 2014 source
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
InterpretationreasoningThe same principles that are used when understanding technology may be used to understand audiences' interaction with television media when the discourse occurs online.
“Going a step further, we argue that the same principles that are used when understanding technology may be used to understand audiences' interaction with television media when the discourse occurs online.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenHashtags also serve as a reference point for users who may be encountering the conversation for the first time.
“Hashtags also serve as a reference point for users who may be encountering the conversation for the first time.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationInternet researchers should consider the user and the interface, being careful to consider the social construction of the user's race, gender, and so on as well as the social construction and constraints of the platform.
“Nakamura (2006) and Brock (2012) argue that Internet researchers should consider the user and the interface, being careful to consider the social construction of the user's race, gender, and so on as well as the social construction and constraints of the platform.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Nakamura, 2006
Not checked in the free run.
- cites Brock, 2012
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Study design and conductnone givenThe authors choose to interpret their findings based on convincing evidence that the ongoing dialogue surrounding How to Get Away with Murder moves beyond character drama.
“We choose to interpret our findings based on convincing evidence that the ongoing dialogue surrounding HTGAWM moves beyond character drama.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisereasoningHashtags facilitate conversations beyond the immediate timeframe and allow viewers to communicate with other users that they may or may not follow.
“Hashtags facilitate conversations beyond the immediate timeframe and allow viewers to communicate with other users that they may or may not follow.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
Study design and conductnone givenAs researchers, the authors interpret society; they cannot report on it exactly as it exists in a particular moment.
“As researchers, we interpret society; we cannot report on it exactly as it exists in a particular moment.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningHashtags are an instrumental part of technoculture.
“Thus, hashtags are an instrumental part of technoculture.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
PremisecitationCTDA can be used when conducting online discourse analysis of discussions held on Twitter, and has been used to understand representations and social constructions of race on blogs, in videogames, and on Twitter.
“CTDA can be used when conducting online discourse analysis of discussions held on Twitter, and has been used to understand representations and social constructions of race on blogs (Brock, Kvasny, & Hales, 2010), in videogames (Brock, 2011), and on Twitter (Brock, 2012).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Brock, Kvasny, & Hales, 2010
Not checked in the free run.
- cites Brock, 2011
Not checked in the free run.
- cites Brock, 2012
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationCTDA works to subvert instrumental and deterministic accounts of interactions between people and technology, by looking at the artifact's interpellation by its users.
“'CTDA works to subvert instrumental and deterministic accounts of interactions between people and technology, by looking at the artifact's interpellation (Althusser, 1971) by its users' (Brock, 2012).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Brock, 2012
Not checked in the free run.
May combine two claims.
PremisecitationNatural Black hair is viewed as deviant, unattractive, and unsophisticated.
“Natural Black hair is viewed as deviant, unattractive, and unsophisticated (Hutchinson Miller, 2016;Leeds Craig, 2002;Mercer, 2000), leading Black men and Black women to alter their hair to make it appear more White, such as using heat and chemicals to straighten it, adding pressure and weight to their scalps by braiding hair, or covering their hair with a wig (Lester, 2000).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Hutchinson Miller, 2016
Not checked in the free run.
- cites Leeds Craig, 2002
Not checked in the free run.
- cites Mercer, 2000
Not checked in the free run.
May combine two claims.
InterpretationreasoningThe strong emotions connected to this moment on television are tied to the lack of televised precedence and the recognition that Black hair is stigmatized.
“The strong emotions connected to this moment on television are tied to the lack of televised precedence and the recognition that Black hair is stigmatized.”
Quote in the paperSubstantial claim- Rests on an assumption: Black hair is stigmatized.
Probably not a substantial claim: may not pass S4 (based).
InterpretationreasoningEquating natural hair to slavery puts those who wear natural hair in a subordinated position.
“Furthermore, equating natural hair to slavery puts those who wear natural hair in a subordinated position.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningThe lack of representation of Black women and natural hair in media is especially evident here as multiple users have a reference point of negative representations of Blackness.
“The lack of representation of Black women and natural hair in media is especially evident here as multiple users have a reference point of negative representations of Blackness.”
Quote in the paperNot a substantial claim- Rests on an assumption: There is a lack of representation of Black women and natural hair in media.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
InterpretationreasoningThis accentuates the lack of representation in the media.
“This accentuates the lack of representation in the media (Figure 8).”
Quote in the paperNot a substantial claim- Rests on an assumption: There is a lack of representation of Black women and natural hair in media.
May combine two claims.
Interpretationown dataThe transfer of knowledge is twofold here because of the scripted representation of intergenerational communing as well as the actual dialogue across generations of Black women that occurred simultaneously on Twitter.
“The transfer of knowledge is twofold here because of the scripted representation of intergenerational communing as well as the actual dialogue across generations of Black women that occurred simultaneously on Twitter (Figure 10).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenThis user's comment suggests that they have internalized the dominant Eurocentric view of beauty.
“This user's comment suggests that they have internalized the dominant Eurocentric view of beauty.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenCoviewing facilitates meaning-making between ingroup members.
“Coviewing facilitates meaning-making between ingroup members.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe second screen acts as a technocultural tool that allows users to commune with others about feelings of underrepresentation but also rejoice with those with similar marginalized experiences.
“Thus, the second screen acts as a technocultural tool that allows users to commune with others about feelings of underrepresentation but also rejoice with those with similar marginalized experiences.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
InterpretationreasoningEven though 'outsiders' still have access to tweets, allowing other groups to view the conversation as it unfolds, they lack the shared sociohistorical understanding.
“Even though 'outsiders' still have access to tweets, allowing other groups to view the conversation as it unfolds, they lack the shared sociohistorical understanding.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Interpretationnone givenImplicit in Davis's words is the idea that she is portraying a real Black woman.
“Implicit in her words is the idea that she is portraying a real Black woman.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningBecause she is tweeting, she is also participating in the conversation about this particular scene with thousands of other Black women.
“However, because she is tweeting, she is also participating in the conversation about this particular scene with thousands of other Black women (Figure 11).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenBeyond speaking with other viewers of the show, users who participate in the discourse on Black womanhood also dialogue with show producer, Shonda Rhimes, and lead actress Viola Davis-having a direct impact on future portrayals.
“Beyond speaking with other viewers of the show, users who participate in the discourse on Black womanhood also dialogue with show producer, Shonda Rhimes, and lead actress Viola Davishaving a direct impact on future portrayals.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningUsing Twitter as a space to engage in identity politics and discursive action highlights the need for representation.
“Using Twitter as a space to engage in identity politics and discursive action highlights the need for representation.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationown dataAs Black women connect across generations, they again negotiate authenticity.
“As Black women connect across generations, they again negotiate authenticity.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningResponses to this mother-daughter hair scene emphasize the emotional connection viewers have to on-screen portrayals of Blackness, highlight the importance of accurate Black representation, and indicate the importance of co-viewing and connecting with other Black users to recall shared experiences.
“Responses to this mother-daughter hair scene emphasizes the emotional connection viewers have to on-screen portrayals of Blackness, highlights the importance of accurate Black representation, and indicates the importance of co-viewing and connecting with other Black users to recall shared experiences.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationThis begins to meet the need for fuller representations of Black women that challenge the typical media portrayals of women of color as threatening, hypersexualized, and inferior to all others.
“This begins to meet the need for fuller representations of Black women that challenge the typical media portrayals of women of color as threatening, hypersexualized, and inferior to all others (Chavez, 2013;Collins, 2004;Dunbar-Ortiz, 2014;Feagin, 2013;hooks, 1992;Nagel, 2003;Slatton, 2015;Springer, 2008).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Chavez, 2013 source
Not checked in the free run.
- cites Collins, 2004
Not checked in the free run.
- cites Springer, 2008
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationDavis (1983) discusses how societal ideas both shape and are influenced by print media on Black women; television and social media are the contemporary media forms in which ideas of Black womanhood are expressed.
“Davis (1983) discusses how societal ideas both shape and are influenced by print media on Black women; television and social media are the contemporary media forms in which ideas of Black womanhood are expressed.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Davis (1983)
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
InterpretationreasoningBoth the originator of a tweet and the reader of that tweet are exposed to this particular discussion of Black identity.
“Both the originator of a tweet and the reader of that tweet are exposed to this particular discussion of Black identity.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningTwitter users express their views on Black identity, are exposed to potentially opposing views, and have the opportunity to discuss these ideas with an online community.
“Twitter users express their views on Black identity, are exposed to potentially opposing views, and have the opportunity to discuss these ideas with an online community.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataWe reviewed every avatar and profile of those in the random sampling.
“We then reviewed every avatar and profile of those in the random sampling.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductreasoningThe tweets represented herein indicate explicit engagement in discourse, but this number is not truly representative of the full discourse.
“It is important to recognize that though the tweets represented herein indicate explicit engagement in discourse, this number is not truly representative of the full discourse.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductown dataTo provide some validity to our claims, we took a random sampling of tweets associated with key words on episode air dates.
“Thus to provide some validity to our claims, we took a random sampling of tweets associated with key words on episode air dates.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningWe do not suggest that every tweet represents a unique individual.
“We do not suggest that every tweet represents a unique individual.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningTwitter users recall shared past experiences, which provide social support for Black women who are able to connect with others online regardless of physical distance.
“Twitter users recall shared past experiences, which provide social support for Black women who are able to connect with others online regardless of physical distance.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenSecond screening also provides a space in which to demand a more multifaceted depiction of Black women in media.
“Second screening also provides a space in which to demand a more multifaceted depiction of Black women in media.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningIt is difficult to truly determine what proportion of Black viewers engage in these conversations.
“Thus it is difficult to truly determine what proportion of Black viewers engage in these conversations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningThose who retweet are not explicitly represented but they can indicate their interest or solidarity by favoriting or liking the tweet.
“So those who retweet are not explicitly represented but they can indicate their interest or solidarity by favoriting or liking the tweet.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationown dataOlder Black women may not participate directly because they do not or cannot use social media such as Twitter, but they are still represented in our study because they watch with sisters, daughters, and nieces that participate in the discourse via the second screen.
“Older Black women may not participate directly because they do not or cannot use social media such as Twitter, however, as we demonstrate later, they are still represented in our study because they watch with sisters, daughters, and nieces that participate in the discourse via the second screen.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenSecond screening grants the opportunity to collectively remember and bond across generations.
“Second screening grants the opportunity to collectively remember and bond across generations.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationCH uses algorithms based on human coders to generate linguistic trends.
“CH uses algorithms based on human coders to generate linguistic trends (Runge et al., 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Runge et al., 2013
Not checked in the free run.
May combine two claims.
PremisecitationBlack women have historically been and continue to be depicted in popular culture as tough, unattractive, and undesirable or sexually immoral and hypersexual.
“Black women have historically been and continue to be depicted in popular culture as tough, unattractive, and undesirable or sexually immoral and hypersexual.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Chavez, 2013 source
Not checked in the free run.
- cites Collins, 2004
Not checked in the free run.
- cites Springer, 2008
Not checked in the free run.
The paper relies on this without support.
Profile avatars and CH inferred gender accurately indicate users' race and gender.
“Using the demographics function of CH, we found that the majority of users in our sample are using an image of a person of color in their personal profile, suggesting that the majority of users in our sample are people of color.”
“CH data project that 65% and 64% of the tweets in our sample were sent by women during the two time periods being analyzed.”
The paper relies on this without support.
The two selected episodes and time periods are representative of the broader How to Get Away with Murder discourse on Black womanhood.
“We furthered refined our sample by focusing on two of the most discussed episodes of the season, as shown by specific peaks in conversation.”
“With this narrowed focus in mind, our analysis centers on two specific time periods: 16-17 October 2014 and 19-20 February 2015.”
The paper relies on this without support.
The search terms 'wig,' 'hair,' 'mom,' and 'comb' capture the relevant discourse on Black womanhood.
“Once the tweets were collected, we used search terms specific to the discourse being employed ('wig,' 'hair,' 'mom,' and 'comb') to further parse relevant tweets.”
The paper relies on this without support.
Removing a wig that generally conforms to a more Eurocentric sense of beauty is a ritual activity for many Black women, yet this aspect of Black life is rarely represented on television.
“Removing a wig that generally conforms to a more Eurocentric sense of beauty is a ritual activity for many Black women, yet this aspect of Black life is rarely represented on television.”
The paper relies on this without support.
Black hair is stigmatized.
“the recognition that Black hair is stigmatized”
The paper relies on this without support.
There is a lack of representation of Black women and natural hair in media.
“The lack of representation of Black women and natural hair in media is especially evident here as multiple users have a reference point of negative representations of Blackness.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Adolescents are able to cultivate their social media feeds to display the content most relevant to their interests or identity.
“adolescents are able to cultivate their SM feeds to display the content most relevant to their interests or identity”
From The Perfect Storm: A Developmental-Sociocultural Framework for the Role of Social Media in Adolescent Girls' Body Image Concerns and Mental Health. (2022) · cites this paper as Williams & Gonlin, 2017
The 'Making and marking racial boundaries' section discusses identity claims on Twitter, and 'The second screen and co-viewing as technocultural tools' describes following users and using hashtags. Neither passage addresses adolescents cultivating their social media feeds to display content relevant to their interests or identity; searches for feed curation and adolescents found no such discussion. (LLM, conf=0.75)
Experimental — accuracy not yet measured
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Sorted by citations
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“Notably, adolescents are able to cultivate their SM feeds to display the content most relevant to their interests or identity, and racial and ethnic minority girls may use SM for racial and ethnic identity exploration (Harlow & Benbrook, 2019; Williams & Gonlin, 2017).”
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- Authors
- Williams, A., & Gonlin, V.
- Affiliations
- Texas A&M University (US)
- Corresponding author
- Williams, Apryl
- Venue
- Information, Communication & Society
- Publisher
- Informa UK Limited
- Published
- 2017-04-06
- Volume
- 20
- Issue
- 7
- Pages
- 984-1004
- ISSN
- 1369-118X (ISSN-L)
- 1468-4462
- OpenAlex
- W2604954480
- Cited by
- 57
- References
- 58
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 3 · 2023: 20 · 2022: 7 · 2021: 7 · 2020: 9 · 2019: 6 · 2018: 2
- FWCI
- 9.75
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Information Communication & Society (publishedVersion)
- Funders
- Texas A and M University
- Institute for Quantitative Social Science, Harvard University
- Topics
- Social Sciences › Gender Studies › Gender, Feminism, and Media
- Physical Sciences › Computer Science › Computer Networks and Communications › Media and Digital Communication
- Social Sciences › Arts and Humanities › Philosophy › Cultural Identity and Representation
- Keywords
- How to Get Away with Murder, Black Twitter, Black womanhood, second screening, co-viewing, television fandom, hashtags, racial identity, gender and race intersection, Blackness
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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