可重复性|Reproducibility

I believe that openness, transparency, and reproducibility should be the basic requirement. I concerned with the irreproducibility in the literature and want change: currently I am an ambassador of Center for Open Science (since 2016) and assistant director of the Translation and Cultural Diversity Committee of Psychological Science Accelerator (since 2019).

I am always enthusiastic to promote open science, using both Chinese and English. I’ve mainly done three different types of things: (1) engaging in large-scale collobrative project; (2) write academics paper to introduce methodologies that aimed at solving the reproducibility crisis; (3) organizing workshops and online discussion group to get people learn how to do research in an open and transparent way; (4) give talks about open science; (5) maintaining a Chinese blog about open science. You can find all the materials I used on OSF: https://osf.io/9d7y4/.

Introductory papers:

  • Liu, Y., Cheng, S., Fan, F., Di, X., Fan, H., Feng, C., . . . Hu, C.-P. (under review). Reporting Standard for Meta-Analysis in Psychology: Status and Recommendations (in Chinese). ChinaXiv. Retrieved from http://www.chinaxiv.org/abs/201809.00177
  • Wang, J., Song, Q., Xu, Y., Jia, B., & Hu, C.-P. (2019). Calculating Confidence Intervals of Cohen’s d and Eta-squared: A Practical Primer (in Chinese). Psychology: Techniques and Applications, 7(5), 284-296.
  • Hu, C.-P., Kong, X.-Z., Wagenmakers, E.-J., Ly, A., & Peng, K. (2018). Bayes Factor and Its Implementation in JASP: A Practical Primer (in Chinese). Adv Psychol Sci, 26(6), 951-965. doi:10.3724/SP.J.1042.2018.00951
  • Hu, C.-P., Wang, F., Guo, J., Song, M., Sui, J., & Peng, K. (2016). The replication crisis in psychological research (in Chinese). Adv Psychol Sci, 24(9), 1504–1518 doi:10.3724/SP.J.1042.2016.01504

Meta-research:

  • Lyu, X., Xu, Y., Zhao, X., Zuo, X.-N., & Hu, C.-P. (under review). The prevalence of misinterpretation of p-value and confidence intervals. (preprint)
  • Lyu, Z., Peng, K., & Hu, C.-P. (2018). P-value, Confidence Intervals and Statistical Inference: A New Dataset of Misinterpretation. Front Psychol, 9, 868. doi:10.3389/fpsyg.2018.00868

Workshops

  • Nov 2017, How to do Open, Transparent, and Reproducible research in Psychology. Before the 20th Annual Meeting of the Chinese Psychological Society, Chongqing, China. Organizer & Speaker
  • Oct 2016, Enhancing the Reproducibility of Psychological Research. Before the 19th Annual Meeting of the Chinese Psychological Society, Xi’An, China. Organizer & Speaker

Online discussion group

  • From 2019, I organized an online discussion group specifically dedicated to open science and reproducibility —— WEekly Learn Open Science Team (#WELOST). We choose articles from the Reproducibility and replicability reading list and discuss them in the Weekend (mostly in Chinese). Here is the audio recordings: osf.io/ycugr/.

Talks

  • 12th Apr 2019, Flexibility in fMRI data analysis and standardization, part of the SPM course organized by Neuroimaging Center (NIC) Mainz, Mainz, Germany. Slides
  • 6th Aug 2018, Replication crisis and reform in psychology (in Chinese), Zhejiang University of Technology, Hangzhou, Zhejinag Province, China. Invited by Dr Qiang Shen.
  • 3rd Aug 2018, Post-replication-crisis era: What shall we do (in Chinese)? Shaoxing University, Shaoxing, Zhejinag Province, China. Invited by Dr. Wei Chen.
  • 1st Aug 2018, Estimate-Based statistics, Bayes Factor, and JASP (in Chinese), Zhejiang Normal University, Jinghua, Zhejinag Province, China. Invited by Dr. Xinyu Li.
  • 26th Jul 2018, Replication crisis and related statistical problems (in Chinese), University of Electronic Science and Technology of China, Chengdu, Sichuan Province, China. Invited by Dr. Yi-Feng Wang
  • 13th Jul 2018, A brief introduction about Bayes Factor and its implement in JASP (in Chinese), Psychology Institute, Chinese Academia of Science, Beijing, China (invited by Dr. Zhu-Yuan Liang).
  • 25th Jun 2017, How to use R to enhance the reproducibility of empirical research (in Chinese), Nankai University, Tianjin, China.
  • 15th Jun 2017, Replication crisis and new standards of doing research in Psychological Science (in Chinese). Online talk for graduate students at the Department of Psychology, Zhejiang Normal University.
  • 19th May 2017, Replication crisis and R (in Chinese), the 10th China-R Conference, Beijing, China.
  • 01st Nov 2016, Transparent and open science practices in Psychological Science (in Chinese). Online talk for members of Prof. Feng Yu‘s Laboratory at Xi’an Jiaotong University.

Blogs/Weichat media

  • Wechat-Public-Account: OpenScience
  • Zhihu Column