Document (#40969)

Author

O'Brien, H.L.

Title

Antecedents and learning outcomes of online news engagement

Source

Journal of the Association for Information Science and Technology. 68(2017) no.12, S.2809-2820

Year

2017

Abstract

User engagement (UE) is a quality of user experience characterized by the depth of an actor's cognitive, temporal, and/or emotional investment in an interaction with a digital system. Currently more art than science, UE has gained theoretical and methodological traction over the past decade, yet there is still a need to establish empirical links between UE and desired outcomes (e.g., learning, behavior change), and to understand the myriad user, system, contextual, and so on, factors that predict successful digital engagement. This paper focuses on the relationship between UE and media format as a potential antecedent, and the outcome of learning, operationalized as short-term knowledge retention. Participants interacted with two human-interest stories in one of four media formats: video, audio, narrative text, or transcript-style text; short-term knowledge retention was measured using post-task multiple choice and short-answer questions. It was anticipated that format would have a strong effect on UE, and that more engaged users would recall more information about the stories. However, these hypotheses were not fully supported, and the nature of the relationship between UE and learning was more nuanced than expected. This research has implications for the design of information systems and, more fundamentally, the impetus to make digital environments engaging.

Content

Vgl.: http://onlinelibrary.wiley.com/doi/10.1002/asi.23854/full.

Field

Kommunikationswissenschaften

Similar documents (author)

1. O'Brien, A.: Relevance as an aid to evaluation in OPACs (1990) 5.28

   5.277107 = sum of:
     5.277107 = weight(author_txt:o'brien in 2132) [ClassicSimilarity], result of:
       5.277107 = fieldWeight in 2132, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.443371 = idf(docFreq=25, maxDocs=44421)
         0.625 = fieldNorm(doc=2132)
   

2. O'Brien, A.: Online catalogs : enhancements and developments (1994) 5.28

   5.277107 = sum of:
     5.277107 = weight(author_txt:o'brien in 3729) [ClassicSimilarity], result of:
       5.277107 = fieldWeight in 3729, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.443371 = idf(docFreq=25, maxDocs=44421)
         0.625 = fieldNorm(doc=3729)
   

3. O'Brien, L.: AARNet and libraries (1994) 5.28

   5.277107 = sum of:
     5.277107 = weight(author_txt:o'brien in 675) [ClassicSimilarity], result of:
       5.277107 = fieldWeight in 675, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.443371 = idf(docFreq=25, maxDocs=44421)
         0.625 = fieldNorm(doc=675)
   

4. O'Brien, S.J.: ¬Die Abstammung des Riesenpanda (1988) 5.28

   5.277107 = sum of:
     5.277107 = weight(author_txt:o'brien in 2189) [ClassicSimilarity], result of:
       5.277107 = fieldWeight in 2189, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.443371 = idf(docFreq=25, maxDocs=44421)
         0.625 = fieldNorm(doc=2189)
   

5. O'Brien, D.: ¬An introduction to the theory of knowledge (2006) 5.28

   5.277107 = sum of:
     5.277107 = weight(author_txt:o'brien in 1869) [ClassicSimilarity], result of:
       5.277107 = fieldWeight in 1869, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.443371 = idf(docFreq=25, maxDocs=44421)
         0.625 = fieldNorm(doc=1869)
   

Similar documents (content)

1. Neuman, D.: Research in school library media for the next decade : polishing the diamond (2003) 0.12

   0.11771275 = sum of:
     0.11771275 = product of:
       0.4904698 = sum of:
         0.054803185 = weight(abstract_txt:relationship in 1032) [ClassicSimilarity], result of:
           0.054803185 = score(doc=1032,freq=2.0), product of:
             0.12551427 = queryWeight, product of:
               1.2514292 = boost
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.020303415 = queryNorm
             0.43662912 = fieldWeight in 1032, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.0625 = fieldNorm(doc=1032)
         0.08409144 = weight(abstract_txt:media in 1032) [ClassicSimilarity], result of:
           0.08409144 = score(doc=1032,freq=4.0), product of:
             0.13252985 = queryWeight, product of:
               1.2859279 = boost
               5.076075 = idf(docFreq=753, maxDocs=44421)
               0.020303415 = queryNorm
             0.6345094 = fieldWeight in 1032, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.076075 = idf(docFreq=753, maxDocs=44421)
               0.0625 = fieldNorm(doc=1032)
         0.028183274 = weight(abstract_txt:between in 1032) [ClassicSimilarity], result of:
           0.028183274 = score(doc=1032,freq=2.0), product of:
             0.0922247 = queryWeight, product of:
               1.3137993 = boost
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.020303415 = queryNorm
             0.30559355 = fieldWeight in 1032, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.0625 = fieldNorm(doc=1032)
         0.08622913 = weight(abstract_txt:outcomes in 1032) [ClassicSimilarity], result of:
           0.08622913 = score(doc=1032,freq=1.0), product of:
             0.21392846 = queryWeight, product of:
               1.6337817 = boost
               6.449194 = idf(docFreq=190, maxDocs=44421)
               0.020303415 = queryNorm
             0.40307462 = fieldWeight in 1032, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.449194 = idf(docFreq=190, maxDocs=44421)
               0.0625 = fieldNorm(doc=1032)
         0.031482503 = weight(abstract_txt:more in 1032) [ClassicSimilarity], result of:
           0.031482503 = score(doc=1032,freq=1.0), product of:
             0.14831738 = queryWeight, product of:
               2.1509275 = boost
               3.3962307 = idf(docFreq=4044, maxDocs=44421)
               0.020303415 = queryNorm
             0.21226442 = fieldWeight in 1032, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3962307 = idf(docFreq=4044, maxDocs=44421)
               0.0625 = fieldNorm(doc=1032)
         0.20568027 = weight(abstract_txt:learning in 1032) [ClassicSimilarity], result of:
           0.20568027 = score(doc=1032,freq=9.0), product of:
             0.23132548 = queryWeight, product of:
               2.4026277 = boost
               4.7420692 = idf(docFreq=1052, maxDocs=44421)
               0.020303415 = queryNorm
             0.889138 = fieldWeight in 1032, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               4.7420692 = idf(docFreq=1052, maxDocs=44421)
               0.0625 = fieldNorm(doc=1032)
       0.24 = coord(6/25)
   

2. O'Brien, H.L.; Toms, E.G.: ¬The development and evaluation of a survey to measure user engagement (2010) 0.11

   0.11368594 = sum of:
     0.11368594 = product of:
       0.5684297 = sum of:
         0.0981055 = weight(abstract_txt:operationalized in 299) [ClassicSimilarity], result of:
           0.0981055 = score(doc=299,freq=1.0), product of:
             0.18504816 = queryWeight, product of:
               1.0744523 = boost
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.020303415 = queryNorm
             0.530162 = fieldWeight in 299, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.0625 = fieldNorm(doc=299)
         0.038751703 = weight(abstract_txt:relationship in 299) [ClassicSimilarity], result of:
           0.038751703 = score(doc=299,freq=1.0), product of:
             0.12551427 = queryWeight, product of:
               1.2514292 = boost
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.020303415 = queryNorm
             0.30874342 = fieldWeight in 299, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.0625 = fieldNorm(doc=299)
         0.019928584 = weight(abstract_txt:between in 299) [ClassicSimilarity], result of:
           0.019928584 = score(doc=299,freq=1.0), product of:
             0.0922247 = queryWeight, product of:
               1.3137993 = boost
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.020303415 = queryNorm
             0.21608727 = fieldWeight in 299, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.0625 = fieldNorm(doc=299)
         0.041652445 = weight(abstract_txt:user in 299) [ClassicSimilarity], result of:
           0.041652445 = score(doc=299,freq=3.0), product of:
             0.10453207 = queryWeight, product of:
               1.398718 = boost
               3.6808684 = idf(docFreq=3042, maxDocs=44421)
               0.020303415 = queryNorm
             0.3984657 = fieldWeight in 299, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.6808684 = idf(docFreq=3042, maxDocs=44421)
               0.0625 = fieldNorm(doc=299)
         0.3699915 = weight(abstract_txt:engagement in 299) [ClassicSimilarity], result of:
           0.3699915 = score(doc=299,freq=5.0), product of:
             0.37815294 = queryWeight, product of:
               2.660352 = boost
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.020303415 = queryNorm
             0.9784177 = fieldWeight in 299, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.0625 = fieldNorm(doc=299)
       0.2 = coord(5/25)
   

3. Hauser, E.; Tennis, J.T.: Episemantics: aboutness as aroundness (2019) 0.11

   0.11102105 = sum of:
     0.11102105 = product of:
       0.39650375 = sum of:
         0.0981055 = weight(abstract_txt:operationalized in 640) [ClassicSimilarity], result of:
           0.0981055 = score(doc=640,freq=1.0), product of:
             0.18504816 = queryWeight, product of:
               1.0744523 = boost
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.020303415 = queryNorm
             0.530162 = fieldWeight in 640, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.0625 = fieldNorm(doc=640)
         0.099528715 = weight(abstract_txt:antecedents in 640) [ClassicSimilarity], result of:
           0.099528715 = score(doc=640,freq=1.0), product of:
             0.18683353 = queryWeight, product of:
               1.0796231 = boost
               8.523414 = idf(docFreq=23, maxDocs=44421)
               0.020303415 = queryNorm
             0.53271335 = fieldWeight in 640, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.523414 = idf(docFreq=23, maxDocs=44421)
               0.0625 = fieldNorm(doc=640)
         0.061374247 = weight(abstract_txt:term in 640) [ClassicSimilarity], result of:
           0.061374247 = score(doc=640,freq=3.0), product of:
             0.118245035 = queryWeight, product of:
               1.2146502 = boost
               4.794713 = idf(docFreq=998, maxDocs=44421)
               0.020303415 = queryNorm
             0.5190429 = fieldWeight in 640, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.794713 = idf(docFreq=998, maxDocs=44421)
               0.0625 = fieldNorm(doc=640)
         0.038751703 = weight(abstract_txt:relationship in 640) [ClassicSimilarity], result of:
           0.038751703 = score(doc=640,freq=1.0), product of:
             0.12551427 = queryWeight, product of:
               1.2514292 = boost
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.020303415 = queryNorm
             0.30874342 = fieldWeight in 640, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.0625 = fieldNorm(doc=640)
         0.028183274 = weight(abstract_txt:between in 640) [ClassicSimilarity], result of:
           0.028183274 = score(doc=640,freq=2.0), product of:
             0.0922247 = queryWeight, product of:
               1.3137993 = boost
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.020303415 = queryNorm
             0.30559355 = fieldWeight in 640, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.0625 = fieldNorm(doc=640)
         0.039077774 = weight(abstract_txt:digital in 640) [ClassicSimilarity], result of:
           0.039077774 = score(doc=640,freq=1.0), product of:
             0.1444828 = queryWeight, product of:
               1.6444228 = boost
               4.3274655 = idf(docFreq=1593, maxDocs=44421)
               0.020303415 = queryNorm
             0.2704666 = fieldWeight in 640, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.3274655 = idf(docFreq=1593, maxDocs=44421)
               0.0625 = fieldNorm(doc=640)
         0.031482503 = weight(abstract_txt:more in 640) [ClassicSimilarity], result of:
           0.031482503 = score(doc=640,freq=1.0), product of:
             0.14831738 = queryWeight, product of:
               2.1509275 = boost
               3.3962307 = idf(docFreq=4044, maxDocs=44421)
               0.020303415 = queryNorm
             0.21226442 = fieldWeight in 640, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3962307 = idf(docFreq=4044, maxDocs=44421)
               0.0625 = fieldNorm(doc=640)
       0.28 = coord(7/25)
   

4. Stamatatos, E.: Author identification : using text sampling to handle the class imbalance problem (2008) 0.10

   0.09654647 = sum of:
     0.09654647 = product of:
       0.40227696 = sum of:
         0.051956736 = weight(abstract_txt:text in 3063) [ClassicSimilarity], result of:
           0.051956736 = score(doc=3063,freq=6.0), product of:
             0.0839866 = queryWeight, product of:
               1.0236813 = boost
               4.040882 = idf(docFreq=2122, maxDocs=44421)
               0.020303415 = queryNorm
             0.61863124 = fieldWeight in 3063, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               4.040882 = idf(docFreq=2122, maxDocs=44421)
               0.0625 = fieldNorm(doc=3063)
         0.019928584 = weight(abstract_txt:between in 3063) [ClassicSimilarity], result of:
           0.019928584 = score(doc=3063,freq=1.0), product of:
             0.0922247 = queryWeight, product of:
               1.3137993 = boost
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.020303415 = queryNorm
             0.21608727 = fieldWeight in 3063, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.0625 = fieldNorm(doc=3063)
         0.039077774 = weight(abstract_txt:digital in 3063) [ClassicSimilarity], result of:
           0.039077774 = score(doc=3063,freq=1.0), product of:
             0.1444828 = queryWeight, product of:
               1.6444228 = boost
               4.3274655 = idf(docFreq=1593, maxDocs=44421)
               0.020303415 = queryNorm
             0.2704666 = fieldWeight in 3063, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.3274655 = idf(docFreq=1593, maxDocs=44421)
               0.0625 = fieldNorm(doc=3063)
         0.1287271 = weight(abstract_txt:stories in 3063) [ClassicSimilarity], result of:
           0.1287271 = score(doc=3063,freq=1.0), product of:
             0.27943397 = queryWeight, product of:
               1.8672366 = boost
               7.370734 = idf(docFreq=75, maxDocs=44421)
               0.020303415 = queryNorm
             0.4606709 = fieldWeight in 3063, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.370734 = idf(docFreq=75, maxDocs=44421)
               0.0625 = fieldNorm(doc=3063)
         0.094026685 = weight(abstract_txt:short in 3063) [ClassicSimilarity], result of:
           0.094026685 = score(doc=3063,freq=1.0), product of:
             0.2594361 = queryWeight, product of:
               2.2035382 = boost
               5.7988343 = idf(docFreq=365, maxDocs=44421)
               0.020303415 = queryNorm
             0.36242715 = fieldWeight in 3063, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7988343 = idf(docFreq=365, maxDocs=44421)
               0.0625 = fieldNorm(doc=3063)
         0.068560086 = weight(abstract_txt:learning in 3063) [ClassicSimilarity], result of:
           0.068560086 = score(doc=3063,freq=1.0), product of:
             0.23132548 = queryWeight, product of:
               2.4026277 = boost
               4.7420692 = idf(docFreq=1052, maxDocs=44421)
               0.020303415 = queryNorm
             0.29637933 = fieldWeight in 3063, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7420692 = idf(docFreq=1052, maxDocs=44421)
               0.0625 = fieldNorm(doc=3063)
       0.24 = coord(6/25)
   

5. Leung, C.-H.; Kan, W.-K.: ¬A statistical learning approach to automatic indexing of controlled index terms (1997) 0.10

   0.09589224 = sum of:
     0.09589224 = product of:
       0.4794612 = sum of:
         0.026514059 = weight(abstract_txt:text in 6565) [ClassicSimilarity], result of:
           0.026514059 = score(doc=6565,freq=1.0), product of:
             0.0839866 = queryWeight, product of:
               1.0236813 = boost
               4.040882 = idf(docFreq=2122, maxDocs=44421)
               0.020303415 = queryNorm
             0.3156939 = fieldWeight in 6565, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.040882 = idf(docFreq=2122, maxDocs=44421)
               0.078125 = fieldNorm(doc=6565)
         0.07671781 = weight(abstract_txt:term in 6565) [ClassicSimilarity], result of:
           0.07671781 = score(doc=6565,freq=3.0), product of:
             0.118245035 = queryWeight, product of:
               1.2146502 = boost
               4.794713 = idf(docFreq=998, maxDocs=44421)
               0.020303415 = queryNorm
             0.64880365 = fieldWeight in 6565, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.794713 = idf(docFreq=998, maxDocs=44421)
               0.078125 = fieldNorm(doc=6565)
         0.0838999 = weight(abstract_txt:relationship in 6565) [ClassicSimilarity], result of:
           0.0838999 = score(doc=6565,freq=3.0), product of:
             0.12551427 = queryWeight, product of:
               1.2514292 = boost
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.020303415 = queryNorm
             0.6684491 = fieldWeight in 6565, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.9398947 = idf(docFreq=863, maxDocs=44421)
               0.078125 = fieldNorm(doc=6565)
         0.03522909 = weight(abstract_txt:between in 6565) [ClassicSimilarity], result of:
           0.03522909 = score(doc=6565,freq=2.0), product of:
             0.0922247 = queryWeight, product of:
               1.3137993 = boost
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.020303415 = queryNorm
             0.38199192 = fieldWeight in 6565, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4573963 = idf(docFreq=3804, maxDocs=44421)
               0.078125 = fieldNorm(doc=6565)
         0.25710034 = weight(abstract_txt:learning in 6565) [ClassicSimilarity], result of:
           0.25710034 = score(doc=6565,freq=9.0), product of:
             0.23132548 = queryWeight, product of:
               2.4026277 = boost
               4.7420692 = idf(docFreq=1052, maxDocs=44421)
               0.020303415 = queryNorm
             1.1114225 = fieldWeight in 6565, product of:
               3.0 = tf(freq=9.0), with freq of:
                 9.0 = termFreq=9.0
               4.7420692 = idf(docFreq=1052, maxDocs=44421)
               0.078125 = fieldNorm(doc=6565)
       0.2 = coord(5/25)