Main Article Content
Stataphobia, a term used to describe the fear of statistics and research methods, can result from a lack of improper training in statistical methods. Poor statistical methods training can have an effect on health policy decision making and may play a role in the low research productivity seen in developing countries. One way to reduce Stataphobia is to intervene in the teaching of statistics in the classroom; however, such an intervention must tackle several obstacles, including student interest in the material, multiple ways of learning materials, and language barriers.
We present here the Euclid Statistical Matrix, a tool for combatting Stataphobia on a global scale. This free tool is comprised of popular statistical YouTube channels and web sources that teach and demonstrate statistical concepts in a variety of presentation methods. Working with international teams in Iran, Japan, Egypt, Russia, and the United States, we have also developed the Statistical Matrix in multiple languages to address language barriers to learning statistics. By utilizing already-established large networks, we are able to disseminate our tool to thousands of Farsi-speaking university faculty and students in Iran and the United States. Future dissemination of the Euclid Statistical Matrix throughout the Central Asia and support from local universities may help to combat low research productivity in this region.
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Revised 7/16/2018. Revision Description: Removed outdated link.
Holmgren M, Schnitzer SA. Science on the rise in developing countries. PLoS biology. 2004;2(1):E1.
Adam T, Ahmad S, Bigdeli M, Ghaffar A, Rottingen JA. Trends in health policy and systems research over the past decade: still too little capacity in low-income countries. PLoS One. 2011;6(11):e27263.
Langer A, Diaz-Olavarrieta C, Berdichevsky K, Villar J. Why is research from developing countries underrepresented in international health literature, and what can be done about it? Bulletin of the World Health Organization. 2004;82(10):802-803.
How “stataphobia” is preventing publication and other stories. BMJ. 2013;346:f366.
Adambekov S, Dosmukhambetova G, Nygymetov G, LaPorte R, Linkov F. Why Does Kazakhstan Need New Scientific Journals? Central Asian Journal of Global Health. 2014;3(1).
Adambekov S, Askarova S, Welburn SC, et al. Publication Productivity in Central Asia and Countries of the Former Soviet Union. Central Asian Journal of Global Health. 2016;5(1).
Yessirkepov M, Nurmashev B, Anartayeva M. A Scopus-Based Analysis of Publication Activity in Kazakhstan from 2010 to 2015: Positive Trends, Concerns, and Possible Solutions. Journal of Korean medical science. 2015;30(12):1915-1919.
Yamshchikov GV, Schmid GP. Publication practices and attitudes towards evidence-based medicine in central Asia. The Lancet Global health. 2013;1(2):e73-74.
Torgayeva B. Publikuisia ili pogibnesh. Novoe pokoleniye 2012; http://www.np.kz/2012/11/20/publikujjsja_ili_pogibnesh.html. Accessed 4 June 2017.
Data on movements of refugees and migrants are flawed. Nature. 2017;543(7643):5-6.
Linkov F, Adambekov S, Goughnour S, et al. Scientific Banana Republics: Do They Exist? Central Asian Journal of Global Health. 2016;5(1).
Research Methods Library of Alexandria. Research Methods Library of Alexandria Statistical Matrix. 2016; http://www.pitt.edu/~super1/ResearchMethods/StatisticsMatrix.htm. Accessed 4 June 2017.
Supercourse – Epidemiology, the Internet and Global Health 2010; http://www.pitt.edu/~super1. Accessed 4 June 2017.
Iranian Student Association Pittsburgh. http://iraniansptgh.com/. Accessed 4 June 2017.
Linkov F. Golden Lecture of Global Health: So Near, So Far. 2003; http://www.pitt.edu/~super1/lecture/lec40341/index.htm. Accessed 4 June 2017.
Hennon M, LaPorte RE, Shubnikov E, Linkov F. New directions in building a scientific social network: Experiences in the Supercourse project and application to Central Asia. Central Asian Journal of Global Health. 2012;1(1).
Freese K, Shubnikov E, LaPorte R, et al. The Central Asian Journal of Global Health to Increase Scientific Productivity. Central Asian Journal of Global Health. 2014;2.
Levine M. Sharing the wealth: 2 Pitt professors help to set up research methods library in Alexandria, Egypt. University Times 2017; https://www.utimes.pitt.edu/?p=41833. Accessed 4 June 2017.