在醫療數據大量成長下，南部某醫學中心加護病房病人監測指標，人工整理數據時間長且較難看出資料趨勢問題。本研究提出一個雛型系統可以運用資料視覺化儀表板以取代傳統報表，實驗結果顯示，更容易看出規律與關聯性，進而發現數據背後的洞見，輔助管理者決策。
在加護病房占床率與入ICU 24小時 TISS-28分佈統計等指標，本研究發現資料視覺化能：(1)輔助醫療管理決策，掌握單位病人之病情嚴重度，即時性進行相關決策；(2)即時呈現監測資訊，可增進床位控管效率與支援人力調配。

With the massive growth of medical data, the monitoring indicators of patients in the intensive care unit of a medical center in the southern Taiwan took a long time to manually sort out the data and it was difficult to see the trend of the data. This study proposes a prototype to use a data visualization dashboard to replace traditional reports. The experimental results show that it is easier to see the rules and correlations, and then discover the insights behind the data to assist managers in decision-making.
On the intensive care unit bed occupancy rate and the 24-hour TISS-28 distribution statistics in the ICU, this study found that data visualization can: (1) assist medical management decision-making, grasp the severity of the unit patient's condition, and make relevant decisions immediately; (2) Real-time display of monitoring information can improve bed control efficiency and support manpower deployment.

[1] World Health Organization. (2005). Fifty-eighth world health assembly. International plan of action on ageing: report on implementation. Geneva: World Health Organization, Document A, 58.
[2] World Health Organization. mHealth. Use of appropriate digital technologies for public health: report by Director-General. 71st World Health Assembly provisional agenda item 12.4 A71/20. http://apps.who.int/gb/ebwha/pdf_files/WHA71/A71_20-en.pdf. Published March 26, 2018. Accessed December 20, 2022
[3] Rydning, D. R. J. G. J., Reinsel, J., & Gantz, J. (2018). The digitization of the world from edge to core. Framingham: International Data Corporation, 16, 1-28.
[4] Eisenberg, H. (2014). Humans process visual data better. Retrieved from http://www.t-sciences.com/news/humans-process-visual-data-better. (Last Accessed July 20, 2023)
[5] Card, S. K., Mackinlay, J., & Shneiderman, B. (Eds.). (1999). Readings in information visualization: using vision to think. Morgan Kaufmann.
[6] McLeod, K. S. (2000). Our sense of Snow: the myth of John Snow in medical geography. Social science & medicine, 50(7-8), 923-935.
[7] Chiang, Sharon, et al. (2021) "Evaluation and recommendations for effective data visualization for seizure forecasting algorithms." JAMIA open 4.1 (2021): ooab009.
[8] Bakos, Kristine K., Deborah Zimmermann, and Dana Moriconi. (2012) "Implementing the clinical dashboard at VCUHS." NI 2012: 11th International Congress on Nursing Informatics, June 23-27, 2012, Montreal, Canada.. Vol. 2012. American Medical Informatics Association, 2012.
[9] Park, Seungeun, et al.(2022) "Impact of data visualization on decision-making and its implications for public health practice: a systematic literature review." Informatics for Health and Social Care 47.2 (2022): 175-193
[10] Stadler, J. G., Donlon, K., Siewert, J. D., Franken, T., & Lewis, N. E. (2016). Improving the efficiency and ease of healthcare analysis through use of data visualization dashboards. Big data, 4(2), 129-135.
[11] 衛生福利部(2023). 112 (2023). 112 (2023). 112 年度醫學中心任務指標基準. . https://www.mohw.gov.tw/dl-82981-e6130df5-329c-466b-9fc1-ffe7d7dbcd5f.htm
(Last Accessed July 20, 2023)
[12] 劉慧玲（2020）．重症病人病況惡化的早期警示系統．護理雜誌，67（1），19–24。
[13] 衛生福利部雙和醫院. (2018, January 25). Shh.Org.Tw. https://www.shh.org.tw/page/HealthDetail.aspx?deptCode=81&seqNo=20180125152459884561 . (Last Accessed July 20, 2023)
[14] 孔河 明. (n.d.). 高雄榮民總醫院重症加護內科. Org.Vghks.Gov.Tw. https://org.vghks.gov.tw/micu/cp.aspx?n=35FA2C4073CF4DFB. (Last Accessed July 20, 2023)
[15] 台灣臨床成效指標. (n.d.). Tcpi.Jct.Org.Tw. https://tcpi.jct.org.tw/ (Last Accessed July 20, 2023)
[16] 台大醫院品質管理中心. (n.d.). Www.Ntuh.Gov.Tw. https://www.ntuh.gov.tw/TQM/Fpage.action?fid=4400. (Last Accessed July 20, 2023)
[17] Cullen, D. J., Civetta, J. M., Briggs, B. A., & Ferrara, L. C. (1974). Therapeutic intervention scoring system: a method for quantitative comparison of patient care. Critical care medicine, 2(2), 57-60
[18] 台大醫院品質管理中心. (n.d.). Www.Ntuh.Gov.Tw. https://www.ntuh.gov.tw/TQM/Fpage.action?fid=4532. (Last Accessed July 20, 2023)
[19] American Medical Associations (1999). Medical futility in end of life care: report of the Council on Ethical and Judicial Affairs. JAMA 1999;281:937-41.
[20] Kelleher, C., & Wagener, T. (2011). Ten guidelines for effective data visualization in scientific publications. Environmental Modelling & Software, 26(6), 822-827.
[21] Tufte, E. (2001). The visual display of quantitative information (2nd ed.) Cheshire, CT: Graphics Press.
[22] Unwin, A. (2020). Why is data visualization important? what is important in data visualization?. Harvard Data Science Review, 2(1), 1.