Cited by 57Gender, Feminism, and MediaMedia and Digital CommunicationCultural Identity and Representation

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 access
Williams, Apryl, Gonlin, Vanessa·2017·Information, Communication & Society

Abstract

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

Crossref · 10.1080/1369118x.2017.1303077

Cites

58 of 58 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

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.
  • Classified as probably not a substantial claim. 85
  • May combine two claims. 48
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    Co-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 given

    In 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 claim
  • May combine two claims.

    Findingcitation

    Out 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 data

    115,496 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 claim
  • May combine two claims.

    Findingown data

    The 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 given

    Regarding 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingreasoning

    The 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 claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Findingnone given

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    Dominant themes are categorized by episode.

    “Dominant themes are categorized by episode (Table 1).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Co-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 claim
  • May combine two claims.

    Findingown data

    Viewers 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 claim
  • May combine two claims.

    Findingown data

    Users 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 claim
  • Classified as probably not a substantial claim.

    Findingown data

    The 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    Co-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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given

    Other 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingnone given

    By 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 claim
  • May combine two claims.

    Findingown data

    Users 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 claim
  • Probably 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Findingown data

    In 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 claim
  • Classified as probably not a substantial claim.

    Findingnone given

    This 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingreasoning

    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).

    “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 claim
  • Probably 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 claim
  • May combine two claims.

    Findingown data

    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.

    “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 claim
  • May combine two claims.

    Findingreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given

    HTGAWM 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 claim
  • May combine two claims.

    Findingown data

    The 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 claim
  • Classified as probably not a substantial claim.

    Findingown data

    We 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Viola 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 claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Black 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).

    Premisereasoning

    How 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisereasoning

    Viola 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 claim
  • May combine two claims.

    Premisecitation

    In 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).

    Interpretationreasoning

    Discourse 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 claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Premisenone given

    Viola 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Black 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Premisenone given

    Viola 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Scenes 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given

    The 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisereasoning

    The 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    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.

    “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).

    Interpretationreasoning

    As 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 claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    The 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 given

    When 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Second 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 given

    Black 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    The 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    The 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 claim
  • May combine two claims.

    Interpretationown data

    Producer 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisereasoning

    Digital 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    Evans (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.

    Premisereasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    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.

    “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).

    Premisecitation

    Black 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.

    Premisecitation

    Black 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 claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Users 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.

    Premisecitation

    Twitter 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.

    Premisereasoning

    Black 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 claim
  • May 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    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.

    “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 given

    Both 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 claim
  • Probably 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 conductcitation

    Visual 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).

    Premisecitation

    Previous 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).

    Premisecitation

    Previous 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 conductcitation

    Although 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 claim
  • Classified as probably not a substantial claim.

    Premisereasoning

    At 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Concerning 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).

    Interpretationreasoning

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given

    Hashtags 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation

    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.

    “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 given

    The 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisereasoning

    Hashtags 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    As 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning

    Hashtags are an instrumental part of technoculture.

    “Thus, hashtags are an instrumental part of technoculture.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation

    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, 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.

    Premisecitation

    CTDA 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.

    Premisecitation

    Natural 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.

    Interpretationreasoning

    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.

    “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).

    Interpretationreasoning

    Equating 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    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.

    “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).

    Interpretationreasoning

    This 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 data

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    This 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Coviewing facilitates meaning-making between ingroup members.

    “Coviewing facilitates meaning-making between ingroup members.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning

    Even 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given

    Implicit 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning

    Because 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 claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given

    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 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    Using 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 claim
  • Classified as probably not a substantial claim.

    Interpretationown data

    As Black women connect across generations, they again negotiate authenticity.

    “As Black women connect across generations, they again negotiate authenticity.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Responses 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 claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationcitation

    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.

    “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.

    Premisecitation

    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.

    “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.

    Interpretationreasoning

    Both 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 claim
  • May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    We 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 claim
  • May combine two claims.

    Study design and conductreasoning

    The 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 claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    To 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    We 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 claim
  • May combine two claims.

    Interpretationreasoning

    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.

    “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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Second 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    It 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning

    Those 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 claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationown data

    Older 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 claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given

    Second 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 claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    CH 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.

    Premisecitation

    Black 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.

110 of 110
  • 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.”
6 of 6

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

Cites

Flagged first, then by citations

Research works printed but not linked: 8

  1. Deller R., 2011, Participations: Journal of Audience & Reception Studies, 81, 216
  2. Fitton L., 2009, Twitter for dummies
  3. Florini S., 2013, Television & New Media, 1
  4. Hutchinson Miller C., 2016, Journal of Arts & Humanities, 5, 78
  5. Morales M. C., 2008, Globalization and America: Race, human rights, and inequality, 181
  6. Papacharissi Z., 2012, International Journal of Communication, 6, 1989
  7. Piers de Sá F., 2015, Culture, 11, 55
  8. Smith A., 2011, Twitter update 2011

Cited by

Sorted by citations

Authors
Williams, A., & Gonlin, V.
Affiliations
Texas A&M University (US)
Corresponding author
Williams, Apryl
Venue
Information, Communication & Society
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
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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-10.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-10.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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