Need for Interactive Data Visualization in Public Health Practice: Examples from India
Abstract
Keywords
Full Text:
PDFReferences
Harvey C. Top Big Data Challenges. Available from: https://
www.datamation.com/big‑data/big‑data‑challenges.html. [Last
accessed on 2019 Oct 06].
Ristevski B, Chen M. Big data analytics in medicine and
healthcare. J Integr Bioinform 2018;15:20170030. doi: 10.1515/
jib‑2017‑0030.
Beniger JR, Robyn DL. Quantitative graphics in statistics:
A brief history. Am Stat 1978;32:1‑11.
Heiberger R, Symanzik J. A Word from our 2011 Section
Chairs. Statistical Computing Statistical Graphics 2011;22, 1-22.
Available from: https://pdfs.semanticscholar.org/34d5/f2c24233ec
d1d6963d2dda147820825bcd6.pdf?_ga=2.242215042.12841897
1573808515‑1789433939.1555155768.
Adhikari A, John D. John Snow and the Broad Street
Pump. Available from: https://www.inferentialthinking.com/
chapters/02/1/observation-and‑visualization‑john‑snow‑and‑the‑b
road‑street‑pump.html. [Last accessed on 2019 Oct 19].
Koch T, Denike K. Crediting his critics’ concerns: Remaking
John Snow’s map of Broad Street cholera, 1854. Soc Sci Med
;69:1246–51.
Mason B. The Topography of Disease. Scientific American Blog
Network. Available from: https://blogs.scientificamerican.com/
observations/the‑topography‑of‑disease/. [Last accessed on 2019
Oct 19].
Cairo A. Heroes of Visualization: John Snow, H.W. Acland,
and the Mythmaking Problem | | Peachpit. Available from:
http://www.peachpit.com/articles/article.aspx?p=2048358. [Last
accessed on 2019 Oct 19].
Lienhard JH. No. 1712: Nightingale’s Graph. Engines of our
Ingenuity. Available from: https://www.uh.edu/engines/epi1712.
htm. [Last accessed on 2019 Oct 20].
Bärtschi M. Health Data VisualizationA review. DIVA Group
University of Fribourg 2011;4.
Cmsadmin. About Open Government Data (OGD) Platform
India. data.gov.in. Available from: 2013. https://data.gov.in/
about-us [Last accessed on 2019 Oct 20].
History. About Gapminder. Available from: https://www.
gapminder.org/about‑gapminder/history/. [Last accessed on 2019
Oct 21].
Taylor CK. Pie Charts, Histograms, and Other Graphs Used in
Statistics. ThoughtCo. Available from: https://www.thoughtco.
com/frequently‑used‑statistics‑graphs‑4158380. [Last accessed on
Oct 23].
Straker D. The Quality Toolbook: Practical variations on the
Bar Chart. Available from: http://syque.com/http://www.syque.
com/quality_tools/toolbook/Bar/vary.htm. [Last accessed on
Oct 23].
Bertni E, Felix C. Key Concepts and Definitions‑Introduction to
Information Visualization. Coursera. Available from: https://www.
coursera.org/lecture/information‑visualization‑fundamentals/
key‑concepts‑and‑definitions‑kGpnn. [Last accessed on
Oct 23].
Cognitive Artifacts. Available from: https://www.interactiondesign.org/literature/book/the‑glossary-of‑human-computerinteraction/cognitive‑artifacts. [Last accessed on 2019 Dec 31].
Public Health. Available from: http://dhs.kerala.gov.in/index.php/
publichealth.html. [Last accessed on 2019 May 05].
Standard Reports. Available from: https://nrhm‑mis.nic.in/
hmisreports/frmstandard_reports.aspx. [Last accessed on 2020
Jan 04].
Sivanayak/publichealth: Contains public health data sets and
codes used to create different types of analysis. Available from:
https://github.com/Sivanayak/publichealth. [Last accessed on
Jan 04].
Smith A. Why Data Visualization and Dashboards Matter.
Available from: https://blog.dataiku.com/2016/03/10/dashboards_
and_data_viz. [Last accessed on 2020 Jan 01].
Interactive Data Visualization for Public Health Applications:
An Evaluation of Plotly’s Capabilities. B.Next. Available from:
https://www.bnext.org/article/interactive‑data-visualization‑for‑
public‑health‑applications-an‑evaluation‑of‑plotlys‑capabilities/.
[Last accessed on 2019 Sep 29].
Healthcare M. How Data Visualization is Helping in Healthcare
Decision Making? MarksMan Healthcare Communications.
Available from: https://marksmanhealthcare.com/data-visu
alization‑helping‑healthcare‑decision‑making/. [Last accessed on
Oct 10].
Fast, Larissa, Waugaman A. Fighting Ebola With Information
Learning from the Use of Data, Information, and Digital
Technologies in the West Africa Ebola Outbreak Response.
Harris D. A Guide to Free and Open Source Data Visualization
Tools. Software Advice. 2019. Available from: https://
www.softwareadvice.com/resources/free‑open-sourcedata‑visualization‑tools/. [Last accessed on 2019 Oct 26].
Government of India, A digital India Initiative. Visualization
Engine v3.0. Visualization Engine v3.0, An initiative of Data.
gov.in, Open Government Data (OGD) platform of India.
Available from: https://visualize.data.gov.in/. [Last accessed on
Oct 27].
Ben S, Catherine P, Bradford W. H. Improving Healthcare with
Interactive Visualization‑IEEE Journals & Magazine. IEEE
Xplore Digital Library 2013;46:58–66.
Shneiderman2013Improving.pdf. Available from: https://www.
cs.umd.edu/~ben/papers/Shneiderman2013Improving.pdf. [Last
accessed on2019 Oct 19].
Fokkert MJ, van Dijk PR, Edens MA, Abbes S, de Jong D,
Slingerland RJ, et al. Performance of the FreeStyle Libre Flash
glucose monitoring system in patients with type 1 and 2 diabetes
mellitus. BMJ Open Diab Res Care 2017;5:e000320.
Nutley T, Reynolds HW. Improving the use of health data for
health system strengthening. Glob Health Action 2013;6:20001.
doi: 10.3402/gha.v6i0.20001.
NRHM‑HMIS. NRHM‑HMIS. Available from: https://nrhm‑mis.
nic.in/SitePages/Home.aspx. [Last accessed on 2019 Nov 11].
National Health Policy 2017. Ministery of Health and Family
welfare, Government of India. Available from: https://mohfw.
gov.in/sites/default/files/9147562941489753121.pdf.
Tang L, Bie B, Zhi D. Tweeting about measles during stages
of an outbreak: A semantic network approach to the framing
of an emerging infectious disease. Am J Infect Control
;46:1375–80.
Henke N, Bughin J, Chui M. The age of analytics: Competing
in a data‑driven world. Mckinsey Global Institute 2016.
Available from: https://www.mckinsey.com/~/media/McKinsey/ Business%20Functions/McKinsey%20Analytics/Our%20Insights/
The%20age%20of%20analytics%20Competing%20in%20a%20
data%20driven%20world/MGI‑The‑Age‑of‑Analytics‑Full‑report.
ashx. [Last accessed on 2019 Oct 18].
Khoury MJ, Engelgau M, Mensah GA, Chambers DA. Can Big
Data Science Deliver Precision Public Health? | | Blogs | CDC.
Available from: https://blogs.cdc.gov/genomics/2019/07/23/
can‑big‑data‑science/. [Last accessed on2019 Nov 11].