IDEAS home Printed from https://ideas.repec.org/a/bla/jinfst/v75y2024i1p79-93.html
   My bibliography  Save this article

Information practices in data analytics for supporting public health surveillance

Author

Listed:
  • Dan Zhang
  • Loo G. Pee
  • Shan L. Pan
  • Jingyuan Wang

Abstract

Public health surveillance based on data analytics plays a crucial role in detecting and responding to public health crises, such as infectious disease outbreaks. Previous information science research on the topic has focused on developing analytical algorithms and visualization tools. This study seeks to extend the research by investigating information practices in data analytics for public health surveillance. Through a case study of how data analytics was conducted for surveilling Influenza A and COVID‐19 outbreaks, both exploration information practices (i.e., probing, synthesizing, exchanging) and exploitation information practices (i.e., scavenging, adapting, outreaching) were identified and detailed. These findings enrich our empirical understanding of how data analytics can be implemented to support public health surveillance.

Suggested Citation

  • Dan Zhang & Loo G. Pee & Shan L. Pan & Jingyuan Wang, 2024. "Information practices in data analytics for supporting public health surveillance," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 75(1), pages 79-93, January.
    • Handle: RePEc:bla:jinfst:v:75:y:2024:i:1:p:79-93
    DOI: 10.1002/asi.24841
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/asi.24841
    Download Restriction: no
    File URL: https://libkey.io/10.1002/asi.24841?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Anne R. Diekema & M. Whitney Olsen, 2014. "Teacher Personal information management (PIM) practices: Finding, keeping, and Re-Finding information," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(11), pages 2261-2277, November.
    2. Ye, Lisha & Pan, Shan L. & Li, Mingwei & Dai, Yishu & Dong, Xiaoying, 2021. "The citizen-led information practices of ICT4D in rural communities of China: A mixed-method study," International Journal of Information Management, Elsevier, vol. 56(C).
    3. Xiaofeng Li, 2021. "Young people's information practices in library makerspaces," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(6), pages 744-758, June.
    4. Bunker, Deborah, 2020. "Who do you trust? The digital destruction of shared situational awareness and the COVID-19 infodemic," International Journal of Information Management, Elsevier, vol. 55(C).
    5. Pan, Shan L. & Cui, Miao & Qian, Jinfang, 2020. "Information resource orchestration during the COVID-19 pandemic: A study of community lockdowns in China," International Journal of Information Management, Elsevier, vol. 54(C).
    6. Edin Tabak, 2014. "Jumping between context and users: A difficulty in tracing information practices," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(11), pages 2223-2232, November.
    7. David Allen & Lisa M. Given & Gary Burnett & Stan Karanasios, 2019. "Information behavior and information practices: A special issue for research on people's engagement with technology," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 70(12), pages 1299-1301, December.
    8. Pan, Shan L. & Zhang, Sixuan, 2020. "From fighting COVID-19 pandemic to tackling sustainable development goals: An opportunity for responsible information systems research," International Journal of Information Management, Elsevier, vol. 55(C).
    9. Patrick Mikalef & Ilias O. Pappas & John Krogstie & Michail Giannakos, 2018. "Big data analytics capabilities: a systematic literature review and research agenda," Information Systems and e-Business Management, Springer, vol. 16(3), pages 547-578, August.
    10. Rao, H. Raghav & Vemprala, Naga & Akello, Patricia & Valecha, Rohit, 2020. "Retweets of officials’ alarming vs reassuring messages during the COVID-19 pandemic: Implications for crisis management," International Journal of Information Management, Elsevier, vol. 55(C).
    11. Samir Chatterjee & Jongbok Byun & Kaushik Dutta & Rasmus Ulslev Pedersen & Akshay Pottathil & Harry (Qi) Xie, 2018. "Designing an Internet-of-Things (IoT) and sensor-based in-home monitoring system for assisting diabetes patients: iterative learning from two case studies," European Journal of Information Systems, Taylor & Francis Journals, vol. 27(6), pages 670-685, November.
    12. Fahey, Robert A. & Hino, Airo, 2020. "COVID-19, digital privacy, and the social limits on data-focused public health responses," International Journal of Information Management, Elsevier, vol. 55(C).
    13. Rebekah Willson & Heidi Julien & Gary Burnett, 2022. "JASIS&T special issue on information behavior and information practices theory," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 73(4), pages 491-493, April.
    14. Loo Geok Pee & Shan L. Pan & Mingwei Li & Suling Jia, 2020. "Social informatics of information value cocreation: A case study of xiaomi's online user community," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(4), pages 409-422, April.
    15. Kirsty Williamson & Mary Anne Kennan & Graeme Johanson & John Weckert, 2016. "Data sharing for the advancement of science: Overcoming barriers for citizen scientists," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(10), pages 2392-2403, October.
    16. Nicola Luigi Bragazzi & Haijiang Dai & Giovanni Damiani & Masoud Behzadifar & Mariano Martini & Jianhong Wu, 2020. "How Big Data and Artificial Intelligence Can Help Better Manage the COVID-19 Pandemic," IJERPH, MDPI, vol. 17(9), pages 1-8, May.
    17. Chen, P. & Xie, H. & Maslov, S. & Redner, S., 2007. "Finding scientific gems with Google’s PageRank algorithm," Journal of Informetrics, Elsevier, vol. 1(1), pages 8-15.
    18. Youngseek Kim & Ayoung Yoon, 2017. "Scientists' data reuse behaviors: A multilevel analysis," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(12), pages 2709-2719, December.
    19. Bo Xie & Daqing He & Tim Mercer & Youfa Wang & Dan Wu & Kenneth R. Fleischmann & Yan Zhang & Linda H. Yoder & Keri K. Stephens & Michael Mackert & Min Kyung Lee, 2020. "Global health crises are also information crises: A call to action," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(12), pages 1419-1423, December.
    20. Annemaree Lloyd & Michael Olsson, 2019. "Untangling the knot: The information practices of enthusiast car restorers," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 70(12), pages 1311-1323, December.
    21. Ramiro Montealegre, 2002. "A Process Model of Capability Development: Lessons from the Electronic Commerce Strategy at Bolsa de Valores de Guayaquil," Organization Science, INFORMS, vol. 13(5), pages 514-531, October.
    22. Sesil Lim & JongRoul Woo & Jongsu Lee & Sung†Yoon Huh, 2018. "Consumer valuation of personal information in the age of big data," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(1), pages 60-71, January.
    23. Mohammad Hossein Jarrahi & Leslie Thomson, 2017. "The interplay between information practices and information context: The case of mobile knowledge workers," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(5), pages 1073-1089, May.
    24. Lenert, L. & Sundwall, D.N., 2012. "Public health surveillance and meaningful use regulations: A crisis of opportunity," American Journal of Public Health, American Public Health Association, vol. 102(3), pages 1-7.
    25. L. G. Pee & Shan L. Pan & Lili Cui, 2019. "Artificial intelligence in healthcare robots: A social informatics study of knowledge embodiment," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 70(4), pages 351-369, April.
    26. Yubing Tian & Ricardo Gomez & Marika Cifor & James Wilson & Henry Morgan, 2021. "The information practices of law enforcement: Passive and active collaboration and its implication for sanctuary laws in Washington state," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(11), pages 1354-1366, November.
    27. Carvalho, João Vidal & Rocha, Álvaro & Vasconcelos, José & Abreu, António, 2019. "A health data analytics maturity model for hospitals information systems," International Journal of Information Management, Elsevier, vol. 46(C), pages 278-285.
    28. Lynette Kvasny & Fay Cobb Payton, 2018. "Managing Hypervisibility in the HIV Prevention Information†Seeking Practices of Black Female College Students," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(6), pages 798-806, June.
    29. Gandomi, Amir & Haider, Murtaza, 2015. "Beyond the hype: Big data concepts, methods, and analytics," International Journal of Information Management, Elsevier, vol. 35(2), pages 137-144.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ahmad Ibrahim Aljumah & Mohammed T. Nuseir & Md. Mahmudul Alam, 2021. "Traditional marketing analytics, big data analytics and big data system quality and the success of new product development," Post-Print hal-03538161, HAL.
    2. Harkaran Kava & Konstantina Spanaki & Thanos Papadopoulos & Stella Despoudi & Oscar Rodriguez-Espindola & Masoud Fakhimi, 2021. "Data Analytics Diffusion in the UK Renewable Energy Sector: An Innovation Perspective," Post-Print hal-03781046, HAL.
    3. Miikka Blomster & Timo Koivumäki, 2022. "Exploring the resources, competencies, and capabilities needed for successful machine learning projects in digital marketing," Information Systems and e-Business Management, Springer, vol. 20(1), pages 123-169, March.
    4. Daneshwar Sharma & Mumtaz Alam, 2022. "Aesthetics, Emotions, and the Use of Online Education Apps Post-COVID-19 Pandemic," SAGE Open, , vol. 12(2), pages 21582440221, April.
    5. Ye, Lisha & Dai, Yishu & Dong, Xiaoying, 2022. "The enabling mechanism of shuren culture in ICT4D: A case study of rural China," Technology in Society, Elsevier, vol. 68(C).
    6. Dwivedi, Yogesh K. & Hughes, Laurie & Kar, Arpan Kumar & Baabdullah, Abdullah M. & Grover, Purva & Abbas, Roba & Andreini, Daniela & Abumoghli, Iyad & Barlette, Yves & Bunker, Deborah & Chandra Kruse,, 2022. "Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action," International Journal of Information Management, Elsevier, vol. 63(C).
    7. H. Kava & K. Spanaki & T. Papadopoulos & S. Despoudi & O. Rodriguez Espindola & M. Fakhimi, 2024. "Data analytics diffusion in the UK renewable energy sector: an innovation perspective," Post-Print hal-04478933, HAL.
    8. Justy, Théo & Pellegrin-Boucher, Estelle & Lescop, Denis & Granata, Julien & Gupta, Shivam, 2023. "On the edge of Big Data: Drivers and barriers to data analytics adoption in SMEs," Technovation, Elsevier, vol. 127(C).
    9. Thang Muan Piang, 2022. "Working from home during the Covid-19 pandemic and its effect on employees and students," Eximia Journal, Plus Communication Consulting SRL, vol. 5(1), pages 195-240, July.
    10. Ye, Lisha & Pan, Shan L & Wang, Jingyuan & Wu, Junjie & Dong, Xiaoying, 2021. "Big data analytics for sustainable cities: An information triangulation study of hazardous materials transportation," Journal of Business Research, Elsevier, vol. 128(C), pages 381-390.
    11. Bryce Clayton Newell, 2023. "Surveillance as information practice," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 74(4), pages 444-460, April.
    12. Maryam Shahbazi & Deborah Bunker & Tania C. Sorrell, 2023. "Communicating shared situational awareness in times of chaos: Social media and the COVID‐19 pandemic," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 74(10), pages 1185-1202, October.
    13. Ragmoun Wided, 2023. "IT Capabilities, Strategic Flexibility and Organizational Resilience in SMEs Post-COVID-19: A Mediating and Moderating Role of Big Data Analytics Capabilities," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 24(1), pages 123-142, March.
    14. Tabesh, Pooya & Mousavidin, Elham & Hasani, Sona, 2019. "Implementing big data strategies: A managerial perspective," Business Horizons, Elsevier, vol. 62(3), pages 347-358.
    15. Cano-Marin, Enrique & Mora-Cantallops, Marçal & Sánchez-Alonso, Salvador, 2023. "Twitter as a predictive system: A systematic literature review," Journal of Business Research, Elsevier, vol. 157(C).
    16. de Camargo Fiorini, Paula & Roman Pais Seles, Bruno Michel & Chiappetta Jabbour, Charbel Jose & Barberio Mariano, Enzo & de Sousa Jabbour, Ana Beatriz Lopes, 2018. "Management theory and big data literature: From a review to a research agenda," International Journal of Information Management, Elsevier, vol. 43(C), pages 112-129.
    17. Su, Cheng & Pan, YunTao & Zhen, YanNing & Ma, Zheng & Yuan, JunPeng & Guo, Hong & Yu, ZhengLu & Ma, CaiFeng & Wu, YiShan, 2011. "PrestigeRank: A new evaluation method for papers and journals," Journal of Informetrics, Elsevier, vol. 5(1), pages 1-13.
    18. Amiri, Babak & Karimianghadim, Ramin, 2024. "A novel text clustering model based on topic modelling and social network analysis," Chaos, Solitons & Fractals, Elsevier, vol. 181(C).
    19. Jiang Wu, 2013. "Geographical knowledge diffusion and spatial diversity citation rank," Scientometrics, Springer;Akadémiai Kiadó, vol. 94(1), pages 181-201, January.
    20. Lutfi, Abdalwali & Alrawad, Mahmaod & Alsyouf, Adi & Almaiah, Mohammed Amin & Al-Khasawneh, Ahmad & Al-Khasawneh, Akif Lutfi & Alshira'h, Ahmad Farhan & Alshirah, Malek Hamed & Saad, Mohamed & Ibrahim, 2023. "Drivers and impact of big data analytic adoption in the retail industry: A quantitative investigation applying structural equation modeling," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:jinfst:v:75:y:2024:i:1:p:79-93. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.asis.org .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.