Document (#44366)

Author

Li, W.
Xiong, B.
Yang, C.

Title

¬A roadmap to achieving a healthier information ecosystem through GDPR implementation and privacy compliance technologies

Source

Journal of the Association for Information Science and Technology. 75(2024) no.10, S.1182-1201

Year

2024

Abstract

Privacy protection has become a central issue in information science, with the General Data Protection Regulation (GDPR) significantly impacting information ecosystems. Research gaps persist in understanding the causal relationship between GDPR implementation and websites' proactive changes, such as adopting privacy compliance technologies. This study aims to examine the influence of GDPR implementation on websites' information ecosystems and identify boundary conditions that may affect this relationship. Utilizing domain-level data from a professional platform tracking website technologies before and after GDPR implementation, which encompasses a comprehensive longitudinal dataset of over 1.2 million websites, our results indicate that GDPR implementation has increased the decision, breadth, depth, and intensity of adopting related technologies. The variance in these adoptions is significantly shaped by the differing levels of institutional impacts experienced by trailblazing versus laggard industries. Our study contributes to the literature by revealing the importance of policy factors in fostering a healthier information ecosystem. We demonstrate the complex nature of the relationship between policy factors and technology adoption, highlighting the need for researchers to consider institutional context and industry-specific characteristics. We further discuss valuable insights for relevant stakeholders.

Content

Vgl.: https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24878.

Footnote

Beitrag in einem Themenheft: Healthier information ecosystems: a definition and agenda.

Similar documents (author)

1. Xiong, L.J.: On the compiling of cataloguing rules for Chinese document(s) (1997) 2.68

   2.6824853 = sum of:
     2.6824853 = product of:
       5.3649707 = sum of:
         5.3649707 = weight(author_txt:xiong in 4199) [ClassicSimilarity], result of:
           5.3649707 = score(doc=4199,freq=1.0), product of:
             0.8799039 = queryWeight, product of:
               1.3608226 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06627987 = queryNorm
             6.0972233 = fieldWeight in 4199, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.625 = fieldNorm(doc=4199)
       0.5 = coord(1/2)
   

2. Xiong, C.: Knowledge based text representations for information retrieval (2016) 2.68

   2.6824853 = sum of:
     2.6824853 = product of:
       5.3649707 = sum of:
         5.3649707 = weight(author_txt:xiong in 820) [ClassicSimilarity], result of:
           5.3649707 = score(doc=820,freq=1.0), product of:
             0.8799039 = queryWeight, product of:
               1.3608226 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06627987 = queryNorm
             6.0972233 = fieldWeight in 820, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.625 = fieldNorm(doc=820)
       0.5 = coord(1/2)
   

3. Xiong, S.; Ji, D.: Query-focused multi-document summarization using hypergraph-based ranking (2016) 2.15

   2.1459882 = sum of:
     2.1459882 = product of:
       4.2919765 = sum of:
         4.2919765 = weight(author_txt:xiong in 3972) [ClassicSimilarity], result of:
           4.2919765 = score(doc=3972,freq=1.0), product of:
             0.8799039 = queryWeight, product of:
               1.3608226 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06627987 = queryNorm
             4.8777785 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.5 = fieldNorm(doc=3972)
       0.5 = coord(1/2)
   

4. Zeng, Q.; Yu, M.; Yu, W.; Xiong, J.; Shi, Y.; Jiang, M.: Faceted hierarchy : a new graph type to organize scientific concepts and a construction method (2019) 1.07

   1.0729941 = sum of:
     1.0729941 = product of:
       2.1459882 = sum of:
         2.1459882 = weight(author_txt:xiong in 1401) [ClassicSimilarity], result of:
           2.1459882 = score(doc=1401,freq=1.0), product of:
             0.8799039 = queryWeight, product of:
               1.3608226 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06627987 = queryNorm
             2.4388893 = fieldWeight in 1401, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.25 = fieldNorm(doc=1401)
       0.5 = coord(1/2)
   

5. Luo, L.; Ju, J.; Li, Y.-F.; Haffari, G.; Xiong, B.; Pan, S.: ChatRule: mining logical rules with large language models for knowledge graph reasoning (2023) 1.07

   1.0729941 = sum of:
     1.0729941 = product of:
       2.1459882 = sum of:
         2.1459882 = weight(author_txt:xiong in 2173) [ClassicSimilarity], result of:
           2.1459882 = score(doc=2173,freq=1.0), product of:
             0.8799039 = queryWeight, product of:
               1.3608226 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.06627987 = queryNorm
             2.4388893 = fieldWeight in 2173, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.25 = fieldNorm(doc=2173)
       0.5 = coord(1/2)
   

Similar documents (content)

1. Ilhan, A.; Fietkiewicz, K.J.: Data privacy-related behavior and concerns of activity tracking technology users from Germany and the USA (2021) 0.18

   0.18059188 = sum of:
     0.18059188 = product of:
       0.644971 = sum of:
         0.06560725 = weight(abstract_txt:intensity in 1181) [ClassicSimilarity], result of:
           0.06560725 = score(doc=1181,freq=1.0), product of:
             0.1420849 = queryWeight, product of:
               1.0782993 = boost
               8.443371 = idf(docFreq=25, maxDocs=44421)
               0.015606041 = queryNorm
             0.46174684 = fieldWeight in 1181, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.443371 = idf(docFreq=25, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1181)
         0.036047995 = weight(abstract_txt:significantly in 1181) [ClassicSimilarity], result of:
           0.036047995 = score(doc=1181,freq=1.0), product of:
             0.12009109 = queryWeight, product of:
               1.4019604 = boost
               5.4888616 = idf(docFreq=498, maxDocs=44421)
               0.015606041 = queryNorm
             0.30017212 = fieldWeight in 1181, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.4888616 = idf(docFreq=498, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1181)
         0.054434523 = weight(abstract_txt:policy in 1181) [ClassicSimilarity], result of:
           0.054434523 = score(doc=1181,freq=2.0), product of:
             0.1254574 = queryWeight, product of:
               1.4329417 = boost
               5.6101575 = idf(docFreq=441, maxDocs=44421)
               0.015606041 = queryNorm
             0.43388847 = fieldWeight in 1181, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.6101575 = idf(docFreq=441, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1181)
         0.007713079 = weight(abstract_txt:information in 1181) [ClassicSimilarity], result of:
           0.007713079 = score(doc=1181,freq=1.0), product of:
             0.05830716 = queryWeight, product of:
               1.5445832 = boost
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.015606041 = queryNorm
             0.13228357 = fieldWeight in 1181, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1181)
         0.119668595 = weight(abstract_txt:protection in 1181) [ClassicSimilarity], result of:
           0.119668595 = score(doc=1181,freq=2.0), product of:
             0.21211277 = queryWeight, product of:
               1.8632184 = boost
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.015606041 = queryNorm
             0.5641744 = fieldWeight in 1181, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1181)
         0.07582151 = weight(abstract_txt:technologies in 1181) [ClassicSimilarity], result of:
           0.07582151 = score(doc=1181,freq=2.0), product of:
             0.19714464 = queryWeight, product of:
               2.5403166 = boost
               4.972839 = idf(docFreq=835, maxDocs=44421)
               0.015606041 = queryNorm
             0.38459837 = fieldWeight in 1181, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.972839 = idf(docFreq=835, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1181)
         0.2856781 = weight(abstract_txt:privacy in 1181) [ClassicSimilarity], result of:
           0.2856781 = score(doc=1181,freq=8.0), product of:
             0.27321744 = queryWeight, product of:
               2.5898833 = boost
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.015606041 = queryNorm
             1.0456071 = fieldWeight in 1181, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.0546875 = fieldNorm(doc=1181)
       0.28 = coord(7/25)
   

2. Ford, A.Y.; Alemneh, D.G.: Inclusive global scholarly communication : toward a just and healthier information ecosystem (2024) 0.12

   0.11914623 = sum of:
     0.11914623 = product of:
       0.59573114 = sum of:
         0.030287469 = weight(abstract_txt:factors in 2361) [ClassicSimilarity], result of:
           0.030287469 = score(doc=2361,freq=1.0), product of:
             0.09782219 = queryWeight, product of:
               1.2653161 = boost
               4.9538813 = idf(docFreq=851, maxDocs=44421)
               0.015606041 = queryNorm
             0.30961758 = fieldWeight in 2361, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9538813 = idf(docFreq=851, maxDocs=44421)
               0.0625 = fieldNorm(doc=2361)
         0.017629895 = weight(abstract_txt:information in 2361) [ClassicSimilarity], result of:
           0.017629895 = score(doc=2361,freq=4.0), product of:
             0.05830716 = queryWeight, product of:
               1.5445832 = boost
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.015606041 = queryNorm
             0.30236244 = fieldWeight in 2361, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.0625 = fieldNorm(doc=2361)
         0.13916592 = weight(abstract_txt:ecosystem in 2361) [ClassicSimilarity], result of:
           0.13916592 = score(doc=2361,freq=1.0), product of:
             0.27036512 = queryWeight, product of:
               2.1035638 = boost
               8.235732 = idf(docFreq=31, maxDocs=44421)
               0.015606041 = queryNorm
             0.51473325 = fieldWeight in 2361, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.235732 = idf(docFreq=31, maxDocs=44421)
               0.0625 = fieldNorm(doc=2361)
         0.17734419 = weight(abstract_txt:ecosystems in 2361) [ClassicSimilarity], result of:
           0.17734419 = score(doc=2361,freq=1.0), product of:
             0.31778985 = queryWeight, product of:
               2.2806065 = boost
               8.928879 = idf(docFreq=15, maxDocs=44421)
               0.015606041 = queryNorm
             0.5580549 = fieldWeight in 2361, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.928879 = idf(docFreq=15, maxDocs=44421)
               0.0625 = fieldNorm(doc=2361)
         0.23130363 = weight(abstract_txt:healthier in 2361) [ClassicSimilarity], result of:
           0.23130363 = score(doc=2361,freq=1.0), product of:
             0.37935898 = queryWeight, product of:
               2.4917562 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.015606041 = queryNorm
             0.6097223 = fieldWeight in 2361, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.0625 = fieldNorm(doc=2361)
       0.2 = coord(5/25)
   

3. Chen, H.; Beaudoin, C.E.; Hong, H.: Teen online information disclosure : empirical testing of a protection motivation and social capital model (2016) 0.12

   0.11765754 = sum of:
     0.11765754 = product of:
       0.73535967 = sum of:
         0.037859336 = weight(abstract_txt:factors in 4203) [ClassicSimilarity], result of:
           0.037859336 = score(doc=4203,freq=1.0), product of:
             0.09782219 = queryWeight, product of:
               1.2653161 = boost
               4.9538813 = idf(docFreq=851, maxDocs=44421)
               0.015606041 = queryNorm
             0.38702196 = fieldWeight in 4203, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9538813 = idf(docFreq=851, maxDocs=44421)
               0.078125 = fieldNorm(doc=4203)
         0.019084921 = weight(abstract_txt:information in 4203) [ClassicSimilarity], result of:
           0.019084921 = score(doc=4203,freq=3.0), product of:
             0.05830716 = queryWeight, product of:
               1.5445832 = boost
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.015606041 = queryNorm
             0.32731694 = fieldWeight in 4203, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.078125 = fieldNorm(doc=4203)
         0.27030382 = weight(abstract_txt:protection in 4203) [ClassicSimilarity], result of:
           0.27030382 = score(doc=4203,freq=5.0), product of:
             0.21211277 = queryWeight, product of:
               1.8632184 = boost
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.015606041 = queryNorm
             1.2743402 = fieldWeight in 4203, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.078125 = fieldNorm(doc=4203)
         0.40811157 = weight(abstract_txt:privacy in 4203) [ClassicSimilarity], result of:
           0.40811157 = score(doc=4203,freq=8.0), product of:
             0.27321744 = queryWeight, product of:
               2.5898833 = boost
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.015606041 = queryNorm
             1.4937245 = fieldWeight in 4203, product of:
               2.828427 = tf(freq=8.0), with freq of:
                 8.0 = termFreq=8.0
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.078125 = fieldNorm(doc=4203)
       0.16 = coord(4/25)
   

4. Rabina, D.; Johnston, S.: Information policy: European Union (2009) 0.11

   0.11489486 = sum of:
     0.11489486 = product of:
       0.5744743 = sum of:
         0.13196921 = weight(abstract_txt:policy in 791) [ClassicSimilarity], result of:
           0.13196921 = score(doc=791,freq=4.0), product of:
             0.1254574 = queryWeight, product of:
               1.4329417 = boost
               5.6101575 = idf(docFreq=441, maxDocs=44421)
               0.015606041 = queryNorm
             1.0519046 = fieldWeight in 791, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.6101575 = idf(docFreq=441, maxDocs=44421)
               0.09375 = fieldNorm(doc=791)
         0.032388188 = weight(abstract_txt:information in 791) [ClassicSimilarity], result of:
           0.032388188 = score(doc=791,freq=6.0), product of:
             0.05830716 = queryWeight, product of:
               1.5445832 = boost
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.015606041 = queryNorm
             0.5554753 = fieldWeight in 791, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               2.4188995 = idf(docFreq=10748, maxDocs=44421)
               0.09375 = fieldNorm(doc=791)
         0.14506024 = weight(abstract_txt:protection in 791) [ClassicSimilarity], result of:
           0.14506024 = score(doc=791,freq=1.0), product of:
             0.21211277 = queryWeight, product of:
               1.8632184 = boost
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.015606041 = queryNorm
             0.68388265 = fieldWeight in 791, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.09375 = fieldNorm(doc=791)
         0.09190955 = weight(abstract_txt:technologies in 791) [ClassicSimilarity], result of:
           0.09190955 = score(doc=791,freq=1.0), product of:
             0.19714464 = queryWeight, product of:
               2.5403166 = boost
               4.972839 = idf(docFreq=835, maxDocs=44421)
               0.015606041 = queryNorm
             0.46620363 = fieldWeight in 791, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.972839 = idf(docFreq=835, maxDocs=44421)
               0.09375 = fieldNorm(doc=791)
         0.17314708 = weight(abstract_txt:privacy in 791) [ClassicSimilarity], result of:
           0.17314708 = score(doc=791,freq=1.0), product of:
             0.27321744 = queryWeight, product of:
               2.5898833 = boost
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.015606041 = queryNorm
             0.63373363 = fieldWeight in 791, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.09375 = fieldNorm(doc=791)
       0.2 = coord(5/25)
   

5. Rubel, A.; Biava, R.: ¬A framework for analyzing and comparing privacy states (2014) 0.11

   0.11084625 = sum of:
     0.11084625 = product of:
       0.6927891 = sum of:
         0.037859336 = weight(abstract_txt:factors in 2340) [ClassicSimilarity], result of:
           0.037859336 = score(doc=2340,freq=1.0), product of:
             0.09782219 = queryWeight, product of:
               1.2653161 = boost
               4.9538813 = idf(docFreq=851, maxDocs=44421)
               0.015606041 = queryNorm
             0.38702196 = fieldWeight in 2340, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9538813 = idf(docFreq=851, maxDocs=44421)
               0.078125 = fieldNorm(doc=2340)
         0.0777636 = weight(abstract_txt:policy in 2340) [ClassicSimilarity], result of:
           0.0777636 = score(doc=2340,freq=2.0), product of:
             0.1254574 = queryWeight, product of:
               1.4329417 = boost
               5.6101575 = idf(docFreq=441, maxDocs=44421)
               0.015606041 = queryNorm
             0.6198407 = fieldWeight in 2340, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.6101575 = idf(docFreq=441, maxDocs=44421)
               0.078125 = fieldNorm(doc=2340)
         0.12088353 = weight(abstract_txt:protection in 2340) [ClassicSimilarity], result of:
           0.12088353 = score(doc=2340,freq=1.0), product of:
             0.21211277 = queryWeight, product of:
               1.8632184 = boost
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.015606041 = queryNorm
             0.5699022 = fieldWeight in 2340, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.2947483 = idf(docFreq=81, maxDocs=44421)
               0.078125 = fieldNorm(doc=2340)
         0.4562826 = weight(abstract_txt:privacy in 2340) [ClassicSimilarity], result of:
           0.4562826 = score(doc=2340,freq=10.0), product of:
             0.27321744 = queryWeight, product of:
               2.5898833 = boost
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.015606041 = queryNorm
             1.6700346 = fieldWeight in 2340, product of:
               3.1622777 = tf(freq=10.0), with freq of:
                 10.0 = termFreq=10.0
               6.759825 = idf(docFreq=139, maxDocs=44421)
               0.078125 = fieldNorm(doc=2340)
       0.16 = coord(4/25)