Document (#38223)

Author
Kim, D.
Chun, H.
Lee, H.
Title
Determining the factors that influence college students' adoption of smartphones
Source
Journal of the Association for Information Science and Technology. 65(2014) no.3, S.578-588
Year
2014
Abstract
This study examines smartphone adoption behavior among American college students by combining all components of innovation diffusion theory (IDT), the technology acceptance model (TAM), the value-based adoption model (VAM), and the social influence (SI) model. Data indicate that the smartphone adoption rates are beyond the early majority and are now approaching the late majority. The findings of analysis of variance tests revealed that all variables of TAM, VAM, and SI varied across the adopter groups: The current adopter's mean values of the variables were the highest, followed by those of potential and nonadoption groups. Multinomial logistic regression (MLR) analyses revealed that perceived value and affiliation mainly determine the different perceptions of adoption groups. Smartphone adoption, however, was relatively unaffected by perceived ease of use and perceived usefulness. Perceived popularity, perceived price, and ethnicity played a role in distinctive determinants between current adopters and nonadopters. The results imply that adopters perceive smartphones as not only a worthwhile device in which to invest money but also a symbolic device to signal their affiliation and timely technology adoption. Another intriguing finding is the differences of interest in contents between current adopters and nonadopters. Social interactions via social networking services, acquisition for lifestyle, information seeking, and entertainment via gaming were the main applications of interest.

Similar documents (author)

  1. Chun Wei Choo, C.W.: Information use and early warning effectiveness : perspectives and prospects (2009) 4.95
    4.954854 = sum of:
      4.954854 = weight(author_txt:chun in 3791) [ClassicSimilarity], result of:
        4.954854 = fieldWeight in 3791, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.5 = fieldNorm(doc=3791)
    
  2. Chun, D.M.; Plass, J.-L.: Project CyberBuch : a hypermedia approach to computer-assisted language learning (1995) 4.34
    4.3354974 = sum of:
      4.3354974 = weight(author_txt:chun in 2331) [ClassicSimilarity], result of:
        4.3354974 = fieldWeight in 2331, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.4375 = fieldNorm(doc=2331)
    
  3. Kwasnik, B.H.; Chun, Y.-L.: Translation of classifications : issues and solutions as exemplified in the Korean Decimal Classification (2004) 4.34
    4.3354974 = sum of:
      4.3354974 = weight(author_txt:chun in 3652) [ClassicSimilarity], result of:
        4.3354974 = fieldWeight in 3652, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.4375 = fieldNorm(doc=3652)
    
  4. Kwasnik, B.H.; Chun, Y.L.; Crowston, K.; D'Ignazio, J.; Rubleske, J.: Challenges in ceating a taxonomy of genres of digital documents (2006) 3.10
    3.0967836 = sum of:
      3.0967836 = weight(author_txt:chun in 1242) [ClassicSimilarity], result of:
        3.0967836 = fieldWeight in 1242, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.909708 = idf(docFreq=5, maxDocs=44421)
          0.3125 = fieldNorm(doc=1242)
    

Similar documents (content)

  1. Qin, C.; Liu, Y.; Mou, J.; Chen, J.: User adoption of a hybrid social tagging approach in an online knowledge community (2019) 0.20
    0.19598392 = sum of:
      0.19598392 = product of:
        0.61244977 = sum of:
          0.029271679 = weight(abstract_txt:influence in 492) [ClassicSimilarity], result of:
            0.029271679 = score(doc=492,freq=1.0), product of:
              0.08956512 = queryWeight, product of:
                1.1540244 = boost
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.014842095 = queryNorm
              0.32682008 = fieldWeight in 492, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
          0.009573576 = weight(abstract_txt:that in 492) [ClassicSimilarity], result of:
            0.009573576 = score(doc=492,freq=2.0), product of:
              0.045799416 = queryWeight, product of:
                1.3048047 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.014842095 = queryNorm
              0.20903271 = fieldWeight in 492, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
          0.04248992 = weight(abstract_txt:revealed in 492) [ClassicSimilarity], result of:
            0.04248992 = score(doc=492,freq=1.0), product of:
              0.11482358 = queryWeight, product of:
                1.3066554 = boost
                5.920724 = idf(docFreq=323, maxDocs=44421)
                0.014842095 = queryNorm
              0.37004524 = fieldWeight in 492, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.920724 = idf(docFreq=323, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
          0.03360261 = weight(abstract_txt:model in 492) [ClassicSimilarity], result of:
            0.03360261 = score(doc=492,freq=3.0), product of:
              0.07793739 = queryWeight, product of:
                1.3184513 = boost
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.014842095 = queryNorm
              0.4311488 = fieldWeight in 492, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
          0.050987408 = weight(abstract_txt:social in 492) [ClassicSimilarity], result of:
            0.050987408 = score(doc=492,freq=5.0), product of:
              0.08680063 = queryWeight, product of:
                1.3914019 = boost
                4.2031517 = idf(docFreq=1804, maxDocs=44421)
                0.014842095 = queryNorm
              0.5874083 = fieldWeight in 492, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.2031517 = idf(docFreq=1804, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
          0.024346529 = weight(abstract_txt:current in 492) [ClassicSimilarity], result of:
            0.024346529 = score(doc=492,freq=1.0), product of:
              0.09067668 = queryWeight, product of:
                1.4221289 = boost
                4.295972 = idf(docFreq=1644, maxDocs=44421)
                0.014842095 = queryNorm
              0.26849824 = fieldWeight in 492, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.295972 = idf(docFreq=1644, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
          0.16334772 = weight(abstract_txt:perceived in 492) [ClassicSimilarity], result of:
            0.16334772 = score(doc=492,freq=2.0), product of:
              0.3035423 = queryWeight, product of:
                3.359117 = boost
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.014842095 = queryNorm
              0.5381383 = fieldWeight in 492, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
          0.25883028 = weight(abstract_txt:adoption in 492) [ClassicSimilarity], result of:
            0.25883028 = score(doc=492,freq=2.0), product of:
              0.4615264 = queryWeight, product of:
                4.9009223 = boost
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.014842095 = queryNorm
              0.5608136 = fieldWeight in 492, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.0625 = fieldNorm(doc=492)
        0.32 = coord(8/25)
    
  2. Fox, G.; Werff, L. van der; Rosati, P.; Takako Endo, P.; Lynn, T.: Examining the determinants of acceptance and use of mobile contact tracing applications in Brazil : an extended privacy calculus perspective (2022) 0.15
    0.14765587 = sum of:
      0.14765587 = product of:
        0.6152328 = sum of:
          0.06545347 = weight(abstract_txt:influence in 1617) [ClassicSimilarity], result of:
            0.06545347 = score(doc=1617,freq=5.0), product of:
              0.08956512 = queryWeight, product of:
                1.1540244 = boost
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.014842095 = queryNorm
              0.7307919 = fieldWeight in 1617, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.0625 = fieldNorm(doc=1617)
          0.0067695407 = weight(abstract_txt:that in 1617) [ClassicSimilarity], result of:
            0.0067695407 = score(doc=1617,freq=1.0), product of:
              0.045799416 = queryWeight, product of:
                1.3048047 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.014842095 = queryNorm
              0.14780845 = fieldWeight in 1617, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=1617)
          0.050726376 = weight(abstract_txt:variables in 1617) [ClassicSimilarity], result of:
            0.050726376 = score(doc=1617,freq=1.0), product of:
              0.12922 = queryWeight, product of:
                1.3861505 = boost
                6.2809324 = idf(docFreq=225, maxDocs=44421)
                0.014842095 = queryNorm
              0.39255828 = fieldWeight in 1617, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2809324 = idf(docFreq=225, maxDocs=44421)
                0.0625 = fieldNorm(doc=1617)
          0.050987408 = weight(abstract_txt:social in 1617) [ClassicSimilarity], result of:
            0.050987408 = score(doc=1617,freq=5.0), product of:
              0.08680063 = queryWeight, product of:
                1.3914019 = boost
                4.2031517 = idf(docFreq=1804, maxDocs=44421)
                0.014842095 = queryNorm
              0.5874083 = fieldWeight in 1617, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.2031517 = idf(docFreq=1804, maxDocs=44421)
                0.0625 = fieldNorm(doc=1617)
          0.25827542 = weight(abstract_txt:perceived in 1617) [ClassicSimilarity], result of:
            0.25827542 = score(doc=1617,freq=5.0), product of:
              0.3035423 = queryWeight, product of:
                3.359117 = boost
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.014842095 = queryNorm
              0.8508713 = fieldWeight in 1617, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.0625 = fieldNorm(doc=1617)
          0.18302064 = weight(abstract_txt:adoption in 1617) [ClassicSimilarity], result of:
            0.18302064 = score(doc=1617,freq=1.0), product of:
              0.4615264 = queryWeight, product of:
                4.9009223 = boost
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.014842095 = queryNorm
              0.3965551 = fieldWeight in 1617, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.0625 = fieldNorm(doc=1617)
        0.24 = coord(6/25)
    
  3. Vishwanath, A.; Chen, H.: Technology clusters : using multidimensional scaling to evaluate and structure technology clusters (2006) 0.14
    0.1419171 = sum of:
      0.1419171 = product of:
        0.88698184 = sum of:
          0.009573576 = weight(abstract_txt:that in 6) [ClassicSimilarity], result of:
            0.009573576 = score(doc=6,freq=2.0), product of:
              0.045799416 = queryWeight, product of:
                1.3048047 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.014842095 = queryNorm
              0.20903271 = fieldWeight in 6, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=6)
          0.39586267 = weight(abstract_txt:adopters in 6) [ClassicSimilarity], result of:
            0.39586267 = score(doc=6,freq=3.0), product of:
              0.40351546 = queryWeight, product of:
                3.0 = boost
                9.06241 = idf(docFreq=13, maxDocs=44421)
                0.014842095 = queryNorm
              0.9810347 = fieldWeight in 6, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                9.06241 = idf(docFreq=13, maxDocs=44421)
                0.0625 = fieldNorm(doc=6)
          0.11550428 = weight(abstract_txt:perceived in 6) [ClassicSimilarity], result of:
            0.11550428 = score(doc=6,freq=1.0), product of:
              0.3035423 = queryWeight, product of:
                3.359117 = boost
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.014842095 = queryNorm
              0.3805212 = fieldWeight in 6, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.0625 = fieldNorm(doc=6)
          0.36604127 = weight(abstract_txt:adoption in 6) [ClassicSimilarity], result of:
            0.36604127 = score(doc=6,freq=4.0), product of:
              0.4615264 = queryWeight, product of:
                4.9009223 = boost
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.014842095 = queryNorm
              0.7931102 = fieldWeight in 6, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.0625 = fieldNorm(doc=6)
        0.16 = coord(4/25)
    
  4. Hung, S.-Y.; Lai, H.-M.; Chou, Y.-C.: Knowledge-sharing intention in professional virtual communities : a comparison between posters and lurkers (2015) 0.13
    0.12601733 = sum of:
      0.12601733 = product of:
        0.5250722 = sum of:
          0.050700035 = weight(abstract_txt:influence in 3333) [ClassicSimilarity], result of:
            0.050700035 = score(doc=3333,freq=3.0), product of:
              0.08956512 = queryWeight, product of:
                1.1540244 = boost
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.014842095 = queryNorm
              0.56606895 = fieldWeight in 3333, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.0625 = fieldNorm(doc=3333)
          0.0067695407 = weight(abstract_txt:that in 3333) [ClassicSimilarity], result of:
            0.0067695407 = score(doc=3333,freq=1.0), product of:
              0.045799416 = queryWeight, product of:
                1.3048047 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.014842095 = queryNorm
              0.14780845 = fieldWeight in 3333, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.0625 = fieldNorm(doc=3333)
          0.050726376 = weight(abstract_txt:variables in 3333) [ClassicSimilarity], result of:
            0.050726376 = score(doc=3333,freq=1.0), product of:
              0.12922 = queryWeight, product of:
                1.3861505 = boost
                6.2809324 = idf(docFreq=225, maxDocs=44421)
                0.014842095 = queryNorm
              0.39255828 = fieldWeight in 3333, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2809324 = idf(docFreq=225, maxDocs=44421)
                0.0625 = fieldNorm(doc=3333)
          0.07050789 = weight(abstract_txt:groups in 3333) [ClassicSimilarity], result of:
            0.07050789 = score(doc=3333,freq=3.0), product of:
              0.12773864 = queryWeight, product of:
                1.6879218 = boost
                5.09888 = idf(docFreq=736, maxDocs=44421)
                0.014842095 = queryNorm
              0.55196995 = fieldWeight in 3333, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.09888 = idf(docFreq=736, maxDocs=44421)
                0.0625 = fieldNorm(doc=3333)
          0.16334772 = weight(abstract_txt:perceived in 3333) [ClassicSimilarity], result of:
            0.16334772 = score(doc=3333,freq=2.0), product of:
              0.3035423 = queryWeight, product of:
                3.359117 = boost
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.014842095 = queryNorm
              0.5381383 = fieldWeight in 3333, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.0883393 = idf(docFreq=273, maxDocs=44421)
                0.0625 = fieldNorm(doc=3333)
          0.18302064 = weight(abstract_txt:adoption in 3333) [ClassicSimilarity], result of:
            0.18302064 = score(doc=3333,freq=1.0), product of:
              0.4615264 = queryWeight, product of:
                4.9009223 = boost
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.014842095 = queryNorm
              0.3965551 = fieldWeight in 3333, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.0625 = fieldNorm(doc=3333)
        0.24 = coord(6/25)
    
  5. Zhang, Y.; Li, X.; Fan, W.: User adoption of physician's replies in an online health community : an empirical study (2020) 0.12
    0.11805234 = sum of:
      0.11805234 = product of:
        0.5902617 = sum of:
          0.0365896 = weight(abstract_txt:influence in 1005) [ClassicSimilarity], result of:
            0.0365896 = score(doc=1005,freq=1.0), product of:
              0.08956512 = queryWeight, product of:
                1.1540244 = boost
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.014842095 = queryNorm
              0.4085251 = fieldWeight in 1005, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.229121 = idf(docFreq=646, maxDocs=44421)
                0.078125 = fieldNorm(doc=1005)
          0.008461925 = weight(abstract_txt:that in 1005) [ClassicSimilarity], result of:
            0.008461925 = score(doc=1005,freq=1.0), product of:
              0.045799416 = queryWeight, product of:
                1.3048047 = boost
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.014842095 = queryNorm
              0.18476056 = fieldWeight in 1005, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.3649352 = idf(docFreq=11344, maxDocs=44421)
                0.078125 = fieldNorm(doc=1005)
          0.024250595 = weight(abstract_txt:model in 1005) [ClassicSimilarity], result of:
            0.024250595 = score(doc=1005,freq=1.0), product of:
              0.07793739 = queryWeight, product of:
                1.3184513 = boost
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.014842095 = queryNorm
              0.31115484 = fieldWeight in 1005, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9827821 = idf(docFreq=2249, maxDocs=44421)
                0.078125 = fieldNorm(doc=1005)
          0.06340797 = weight(abstract_txt:variables in 1005) [ClassicSimilarity], result of:
            0.06340797 = score(doc=1005,freq=1.0), product of:
              0.12922 = queryWeight, product of:
                1.3861505 = boost
                6.2809324 = idf(docFreq=225, maxDocs=44421)
                0.014842095 = queryNorm
              0.49069786 = fieldWeight in 1005, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.2809324 = idf(docFreq=225, maxDocs=44421)
                0.078125 = fieldNorm(doc=1005)
          0.4575516 = weight(abstract_txt:adoption in 1005) [ClassicSimilarity], result of:
            0.4575516 = score(doc=1005,freq=4.0), product of:
              0.4615264 = queryWeight, product of:
                4.9009223 = boost
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.014842095 = queryNorm
              0.9913877 = fieldWeight in 1005, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.3448815 = idf(docFreq=211, maxDocs=44421)
                0.078125 = fieldNorm(doc=1005)
        0.2 = coord(5/25)