Document (#43416)

Author
Thelwall, M.
Foster, D.
Title
Male or female gender-polarized YouTube videos are less viewed
Source
Journal of the Association for Information Science and Technology. 72(2021) no.12, S.1528-1544
Year
2021
Abstract
As one of the world's most visited websites, YouTube is potentially influential for learning gendered attitudes. Nevertheless, despite evidence of gender influences within the site for some topics, the extent to which YouTube reflects or promotes male/female or other gender divides is unknown. This article analyses 10,211 YouTube videos published in 12 months from 2014 to 2015 using commenter-portrayed genders (inferred from usernames) and view counts from the end of 2019. Nonbinary genders are omitted for methodological reasons. Although there were highly male and female topics or themes (e.g., vehicles or beauty) and male or female gendering is the norm, videos with topics attracting both males and females tended to have more viewers (after approximately 5 years) than videos in male or female gendered topics. Similarly, within each topic, videos with gender balanced sets of commenters tend to attract more viewers. Thus, YouTube does not seem to be driving male-female gender differences.
Content
Vgl.: https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24529.
Theme
Informetrie
Object
YouTube

Similar documents (author)

  1. Foster, W.: OPAC design : a library school perspective (1988) 2.17 
    2.171247 = sum of:
  2.171247 = product of:
    4.342494 = sum of:
      4.342494 = weight(author_txt:foster in 890) [ClassicSimilarity], result of:
        4.342494 = score(doc=890,freq=1.0), product of:
          0.8270383 = queryWeight, product of:
            1.2129375 = boost
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.08116216 = queryNorm
          5.2506566 = fieldWeight in 890, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.625 = fieldNorm(doc=890)
    0.5 = coord(1/2)
  2. Foster, J.: Collaborative information seeking and retrieval (2006) 2.17 
    2.171247 = sum of:
  2.171247 = product of:
    4.342494 = sum of:
      4.342494 = weight(author_txt:foster in 4321) [ClassicSimilarity], result of:
        4.342494 = score(doc=4321,freq=1.0), product of:
          0.8270383 = queryWeight, product of:
            1.2129375 = boost
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.08116216 = queryNorm
          5.2506566 = fieldWeight in 4321, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.625 = fieldNorm(doc=4321)
    0.5 = coord(1/2)
  3. Foster, W.: Information retrieval : towards the multimedia network (1993) 2.17 
    2.171247 = sum of:
  2.171247 = product of:
    4.342494 = sum of:
      4.342494 = weight(author_txt:foster in 6715) [ClassicSimilarity], result of:
        4.342494 = score(doc=6715,freq=1.0), product of:
          0.8270383 = queryWeight, product of:
            1.2129375 = boost
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.08116216 = queryNorm
          5.2506566 = fieldWeight in 6715, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.625 = fieldNorm(doc=6715)
    0.5 = coord(1/2)
  4. Foster, A.: Why is the Internet important for business information professionals? (1994) 2.17 
    2.171247 = sum of:
  2.171247 = product of:
    4.342494 = sum of:
      4.342494 = weight(author_txt:foster in 7232) [ClassicSimilarity], result of:
        4.342494 = score(doc=7232,freq=1.0), product of:
          0.8270383 = queryWeight, product of:
            1.2129375 = boost
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.08116216 = queryNorm
          5.2506566 = fieldWeight in 7232, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.625 = fieldNorm(doc=7232)
    0.5 = coord(1/2)
  5. Foster, A.: Using the Internet for business information (1994) 2.17 
    2.171247 = sum of:
  2.171247 = product of:
    4.342494 = sum of:
      4.342494 = weight(author_txt:foster in 3126) [ClassicSimilarity], result of:
        4.342494 = score(doc=3126,freq=1.0), product of:
          0.8270383 = queryWeight, product of:
            1.2129375 = boost
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.08116216 = queryNorm
          5.2506566 = fieldWeight in 3126, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.401051 = idf(docFreq=26, maxDocs=44218)
            0.625 = fieldNorm(doc=3126)
    0.5 = coord(1/2)

Similar documents (content)

  1. Xiao, C.; Zhou, F.; Wu, Y.: Predicting audience gender in online content-sharing social networks (2013) 0.42 
    0.41905338 = sum of:
  0.41905338 = product of:
    1.4966192 = sum of:
      0.14952406 = weight(abstract_txt:viewers in 954) [ClassicSimilarity], result of:
        0.14952406 = score(doc=954,freq=2.0), product of:
          0.18819694 = queryWeight, product of:
            2.2720032 = boost
            8.988837 = idf(docFreq=14, maxDocs=44218)
            0.009215102 = queryNorm
          0.79450846 = fieldWeight in 954, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            8.988837 = idf(docFreq=14, maxDocs=44218)
            0.0625 = fieldNorm(doc=954)
      0.038308363 = weight(abstract_txt:topics in 954) [ClassicSimilarity], result of:
        0.038308363 = score(doc=954,freq=1.0), product of:
          0.12050939 = queryWeight, product of:
            2.571154 = boost
            5.086191 = idf(docFreq=742, maxDocs=44218)
            0.009215102 = queryNorm
          0.31788695 = fieldWeight in 954, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.086191 = idf(docFreq=742, maxDocs=44218)
            0.0625 = fieldNorm(doc=954)
      0.26556212 = weight(abstract_txt:gender in 954) [ClassicSimilarity], result of:
        0.26556212 = score(doc=954,freq=5.0), product of:
          0.27600434 = queryWeight, product of:
            4.3504143 = boost
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.009215102 = queryNorm
          0.9621665 = fieldWeight in 954, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.0625 = fieldNorm(doc=954)
      0.17357899 = weight(abstract_txt:videos in 954) [ClassicSimilarity], result of:
        0.17357899 = score(doc=954,freq=2.0), product of:
          0.28213045 = queryWeight, product of:
            4.3984294 = boost
            6.9606886 = idf(docFreq=113, maxDocs=44218)
            0.009215102 = queryNorm
          0.61524373 = fieldWeight in 954, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.9606886 = idf(docFreq=113, maxDocs=44218)
            0.0625 = fieldNorm(doc=954)
      0.17583016 = weight(abstract_txt:youtube in 954) [ClassicSimilarity], result of:
        0.17583016 = score(doc=954,freq=1.0), product of:
          0.35852882 = queryWeight, product of:
            4.9583216 = boost
            7.84674 = idf(docFreq=46, maxDocs=44218)
            0.009215102 = queryNorm
          0.49042124 = fieldWeight in 954, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            7.84674 = idf(docFreq=46, maxDocs=44218)
            0.0625 = fieldNorm(doc=954)
      0.3368775 = weight(abstract_txt:male in 954) [ClassicSimilarity], result of:
        0.3368775 = score(doc=954,freq=2.0), product of:
          0.46647343 = queryWeight, product of:
            6.195505 = boost
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.009215102 = queryNorm
          0.72217935 = fieldWeight in 954, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.0625 = fieldNorm(doc=954)
      0.35693815 = weight(abstract_txt:female in 954) [ClassicSimilarity], result of:
        0.35693815 = score(doc=954,freq=2.0), product of:
          0.48481297 = queryWeight, product of:
            6.31612 = boost
            8.329592 = idf(docFreq=28, maxDocs=44218)
            0.009215102 = queryNorm
          0.73623884 = fieldWeight in 954, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            8.329592 = idf(docFreq=28, maxDocs=44218)
            0.0625 = fieldNorm(doc=954)
    0.28 = coord(7/25)
  2. Liu, Z.; Huang, X.: Gender differences in the online reading environment (2008) 0.24 
    0.23767607 = sum of:
  0.23767607 = product of:
    1.1883804 = sum of:
      0.110307515 = weight(abstract_txt:females in 2215) [ClassicSimilarity], result of:
        0.110307515 = score(doc=2215,freq=2.0), product of:
          0.105097376 = queryWeight, product of:
            1.2005593 = boost
            9.499662 = idf(docFreq=8, maxDocs=44218)
            0.009215102 = queryNorm
          1.0495744 = fieldWeight in 2215, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            9.499662 = idf(docFreq=8, maxDocs=44218)
            0.078125 = fieldNorm(doc=2215)
      0.08435485 = weight(abstract_txt:males in 2215) [ClassicSimilarity], result of:
        0.08435485 = score(doc=2215,freq=1.0), product of:
          0.110731676 = queryWeight, product of:
            1.2323202 = boost
            9.7509775 = idf(docFreq=6, maxDocs=44218)
            0.009215102 = queryNorm
          0.7617951 = fieldWeight in 2215, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            9.7509775 = idf(docFreq=6, maxDocs=44218)
            0.078125 = fieldNorm(doc=2215)
      0.25712943 = weight(abstract_txt:gender in 2215) [ClassicSimilarity], result of:
        0.25712943 = score(doc=2215,freq=3.0), product of:
          0.27600434 = queryWeight, product of:
            4.3504143 = boost
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.009215102 = queryNorm
          0.9316137 = fieldWeight in 2215, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.078125 = fieldNorm(doc=2215)
      0.42109686 = weight(abstract_txt:male in 2215) [ClassicSimilarity], result of:
        0.42109686 = score(doc=2215,freq=2.0), product of:
          0.46647343 = queryWeight, product of:
            6.195505 = boost
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.009215102 = queryNorm
          0.9027242 = fieldWeight in 2215, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.078125 = fieldNorm(doc=2215)
      0.3154917 = weight(abstract_txt:female in 2215) [ClassicSimilarity], result of:
        0.3154917 = score(doc=2215,freq=1.0), product of:
          0.48481297 = queryWeight, product of:
            6.31612 = boost
            8.329592 = idf(docFreq=28, maxDocs=44218)
            0.009215102 = queryNorm
          0.6507493 = fieldWeight in 2215, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.329592 = idf(docFreq=28, maxDocs=44218)
            0.078125 = fieldNorm(doc=2215)
    0.2 = coord(5/25)
  3. Thelwall, M.; Sud, P.; Vis, F.: Commenting on YouTube videos : From guatemalan rock to El Big Bang (2012) 0.23 
    0.22697704 = sum of:
  0.22697704 = product of:
    1.1348852 = sum of:
      0.0065200455 = weight(abstract_txt:from in 63) [ClassicSimilarity], result of:
        0.0065200455 = score(doc=63,freq=2.0), product of:
          0.026689228 = queryWeight, product of:
            1.0478914 = boost
            2.7638826 = idf(docFreq=7577, maxDocs=44218)
            0.009215102 = queryNorm
          0.24429502 = fieldWeight in 63, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            2.7638826 = idf(docFreq=7577, maxDocs=44218)
            0.0625 = fieldNorm(doc=63)
      0.04567608 = weight(abstract_txt:attracting in 63) [ClassicSimilarity], result of:
        0.04567608 = score(doc=63,freq=1.0), product of:
          0.08536196 = queryWeight, product of:
            1.0819815 = boost
            8.561393 = idf(docFreq=22, maxDocs=44218)
            0.009215102 = queryNorm
          0.53508705 = fieldWeight in 63, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.561393 = idf(docFreq=22, maxDocs=44218)
            0.0625 = fieldNorm(doc=63)
      0.34715798 = weight(abstract_txt:videos in 63) [ClassicSimilarity], result of:
        0.34715798 = score(doc=63,freq=8.0), product of:
          0.28213045 = queryWeight, product of:
            4.3984294 = boost
            6.9606886 = idf(docFreq=113, maxDocs=44218)
            0.009215102 = queryNorm
          1.2304875 = fieldWeight in 63, product of:
            2.828427 = tf(freq=8.0), with freq of:
              8.0 = termFreq=8.0
            6.9606886 = idf(docFreq=113, maxDocs=44218)
            0.0625 = fieldNorm(doc=63)
      0.49732277 = weight(abstract_txt:youtube in 63) [ClassicSimilarity], result of:
        0.49732277 = score(doc=63,freq=8.0), product of:
          0.35852882 = queryWeight, product of:
            4.9583216 = boost
            7.84674 = idf(docFreq=46, maxDocs=44218)
            0.009215102 = queryNorm
          1.3871207 = fieldWeight in 63, product of:
            2.828427 = tf(freq=8.0), with freq of:
              8.0 = termFreq=8.0
            7.84674 = idf(docFreq=46, maxDocs=44218)
            0.0625 = fieldNorm(doc=63)
      0.23820834 = weight(abstract_txt:male in 63) [ClassicSimilarity], result of:
        0.23820834 = score(doc=63,freq=1.0), product of:
          0.46647343 = queryWeight, product of:
            6.195505 = boost
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.009215102 = queryNorm
          0.5106579 = fieldWeight in 63, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.0625 = fieldNorm(doc=63)
    0.2 = coord(5/25)
  4. Thelwall, M.: Book genre and author gender : romance > paranormal-romance to autobiography > memoir (2017) 0.18 
    0.18190478 = sum of:
  0.18190478 = product of:
    0.90952384 = sum of:
      0.0057629603 = weight(abstract_txt:from in 3598) [ClassicSimilarity], result of:
        0.0057629603 = score(doc=3598,freq=1.0), product of:
          0.026689228 = queryWeight, product of:
            1.0478914 = boost
            2.7638826 = idf(docFreq=7577, maxDocs=44218)
            0.009215102 = queryNorm
          0.21592833 = fieldWeight in 3598, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            2.7638826 = idf(docFreq=7577, maxDocs=44218)
            0.078125 = fieldNorm(doc=3598)
      0.013441307 = weight(abstract_txt:within in 3598) [ClassicSimilarity], result of:
        0.013441307 = score(doc=3598,freq=1.0), product of:
          0.041004937 = queryWeight, product of:
            1.0605246 = boost
            4.195805 = idf(docFreq=1809, maxDocs=44218)
            0.009215102 = queryNorm
          0.32779726 = fieldWeight in 3598, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.195805 = idf(docFreq=1809, maxDocs=44218)
            0.078125 = fieldNorm(doc=3598)
      0.22892319 = weight(abstract_txt:genders in 3598) [ClassicSimilarity], result of:
        0.22892319 = score(doc=3598,freq=2.0), product of:
          0.21543935 = queryWeight, product of:
            2.4308891 = boost
            9.617446 = idf(docFreq=7, maxDocs=44218)
            0.009215102 = queryNorm
          1.0625876 = fieldWeight in 3598, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            9.617446 = idf(docFreq=7, maxDocs=44218)
            0.078125 = fieldNorm(doc=3598)
      0.36363596 = weight(abstract_txt:gender in 3598) [ClassicSimilarity], result of:
        0.36363596 = score(doc=3598,freq=6.0), product of:
          0.27600434 = queryWeight, product of:
            4.3504143 = boost
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.009215102 = queryNorm
          1.3175008 = fieldWeight in 3598, product of:
            2.4494898 = tf(freq=6.0), with freq of:
              6.0 = termFreq=6.0
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.078125 = fieldNorm(doc=3598)
      0.29776043 = weight(abstract_txt:male in 3598) [ClassicSimilarity], result of:
        0.29776043 = score(doc=3598,freq=1.0), product of:
          0.46647343 = queryWeight, product of:
            6.195505 = boost
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.009215102 = queryNorm
          0.63832235 = fieldWeight in 3598, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.078125 = fieldNorm(doc=3598)
    0.2 = coord(5/25)
  5. Stark, L.; Stanhaus, A.; Anthony, D.L.: "I don't want someone to watch me while I'm working" : gendered views of facial recognition technology in workplace surveillance (2020) 0.17 
    0.16608284 = sum of:
  0.16608284 = product of:
    0.8304142 = sum of:
      0.0046103685 = weight(abstract_txt:from in 5938) [ClassicSimilarity], result of:
        0.0046103685 = score(doc=5938,freq=1.0), product of:
          0.026689228 = queryWeight, product of:
            1.0478914 = boost
            2.7638826 = idf(docFreq=7577, maxDocs=44218)
            0.009215102 = queryNorm
          0.17274266 = fieldWeight in 5938, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            2.7638826 = idf(docFreq=7577, maxDocs=44218)
            0.0625 = fieldNorm(doc=5938)
      0.12949851 = weight(abstract_txt:gendered in 5938) [ClassicSimilarity], result of:
        0.12949851 = score(doc=5938,freq=1.0), product of:
          0.21543935 = queryWeight, product of:
            2.4308891 = boost
            9.617446 = idf(docFreq=7, maxDocs=44218)
            0.009215102 = queryNorm
          0.6010904 = fieldWeight in 5938, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            9.617446 = idf(docFreq=7, maxDocs=44218)
            0.0625 = fieldNorm(doc=5938)
      0.20570354 = weight(abstract_txt:gender in 5938) [ClassicSimilarity], result of:
        0.20570354 = score(doc=5938,freq=3.0), product of:
          0.27600434 = queryWeight, product of:
            4.3504143 = boost
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.009215102 = queryNorm
          0.74529094 = fieldWeight in 5938, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            6.8847027 = idf(docFreq=122, maxDocs=44218)
            0.0625 = fieldNorm(doc=5938)
      0.23820834 = weight(abstract_txt:male in 5938) [ClassicSimilarity], result of:
        0.23820834 = score(doc=5938,freq=1.0), product of:
          0.46647343 = queryWeight, product of:
            6.195505 = boost
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.009215102 = queryNorm
          0.5106579 = fieldWeight in 5938, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.1705265 = idf(docFreq=33, maxDocs=44218)
            0.0625 = fieldNorm(doc=5938)
      0.2523934 = weight(abstract_txt:female in 5938) [ClassicSimilarity], result of:
        0.2523934 = score(doc=5938,freq=1.0), product of:
          0.48481297 = queryWeight, product of:
            6.31612 = boost
            8.329592 = idf(docFreq=28, maxDocs=44218)
            0.009215102 = queryNorm
          0.5205995 = fieldWeight in 5938, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.329592 = idf(docFreq=28, maxDocs=44218)
            0.0625 = fieldNorm(doc=5938)
    0.2 = coord(5/25)