Online Catalyst Workshop: 

  • Statement of need: Nowadays, research is considered a requirement at every step of medical and surgical training: from entering medical school, to matching into a residency or a fellowship to getting promoted from an instructor of Medicine to Assistant Professor to Associate Professor to a Professor of Medicine

  • Registration fee:

                                - Medical Students:             $399    

                                - Residents and fellows:      $549       

                                - Non-trainees:                     $674 

        

  • The workshop registration fee includes the following:   

                      - 16 AMA category 1 CME credits

                      - The complete STATA program (do file) of an already published article using NIS                     

                      - Ready to use STATA do files for the commands used

                     - Complimentary access to ThinkBig, the private online large database analysis research community                               where members can ask questions, get answers and discuss everything related to large database                                 analysis research. Currently the community contains more than 150 members 

                      

  • Requirements: 

                                           - A computer with a connection to the internet

                                           - STATA statistical package

                                           - National Inpatient Sample (NIS) database

  • Objective: The Online Catalyst Workshop is a completely online workshop that participants can stream at their own pace. It's aim is to transmit the statisitcal knowledge and the actual programming skills needed to independently conduct research studies using the National Inpatient Sample (NIS) - or other large databases - and STATA statistical package.                  

  • Pre-requisit: 

                                  - No knowledge in biostatisitcs is required

                                  - The Catalyst Online Workshop is aimed at physicians, physicians in training, medical students,                                      nurse practitioners, physician assistants, nurses, clinical researchers and clinical providers

                                  - An optional 1 hour online lecture is available for free for participants who need a refresher or                                      an introduction to the very basic statistical concepts

  • Database:  Nationwide Inpatient Sample (NIS) and National Emergency Department Sample (NEDS)

                                    - Largest inpatient and Emergency Department databases in the United States, respectively

                                    - Easily accessible and offering student/traininee discount from the provider 

                                    - The same skills can be used to analyze any large database with stratified sampling design                                                except National Readmission Database (HCUP-NRD)                  

  • Large database analysis research is the perfect solution to all the problems above. It can be done:

                 - Without the need for funding

                 - Without the need for special equipment or a lab space  

                 - Without the need for research assistants or data gathering

                 - Without the need for a statistician

                 - Anywhere: home, hospital, on-call room, coffe shop, beach, ski resort... All you need is a computer

                 - Fast: since no data collection is needed, it is the fastest way to produce high quality research and turn it                       to posters and oral presentations at national meetings, peer-reviewed published articles and win awards

                 - Quarantine/Pandemic proof: It is perfectly adapted to being alone and confined to one space

  • If you would like to overhaul your CV by adding research abstracts, published articles and research awards to it within the time frame to apply for the match, then the Online Catalyst Workshop was made for you

  • Most importantly, analyzing NIS and other publicly available databases without the appropriate knowledge of the statisitcal considerations and limitations specific to those databases can backfire. It not only gives the authors a negative reputation, but it also leads to faulty evidence which clinical pratice might rely on. A recent article in JAMA (Khera et al. JAMA. 2017;318: 2011-18) showed that 85% of studies using NIS did not adhere to one or more required research practices pertaining to data structure, analysis, or interpretation

  • Software:  STATA

                                           - STATA IC is enough to analyze all HCUP databases including NIS and NEDS

                                           - Discounted licences to trainees, students and academic institutions affiliates are available                                                from STATA                     

  • Curriculum: 

                          The workshop is composed of two sections:

                                       - Hands-on section: Modules 1, 3 and 5

                                       - Theoretical section: Modules 2 and 4     

Theoretical section: 

The theoretical part is a series of videos during which the statisitcal knowledge and scientific principles needed to conduct large database analysis research is presented. The topics covered are: 

  1. Overview of Nationwide Inpatient Sample (NIS) and Nationwide Emergency Department Sample (NEDS):             Understanding stratified sampling                                                                                                                                                -  NIS and NEDS data elements
  2. Type of studies that can be conducted using NIS/NEDS
  3. Type of studies that cannot be conducted using NIS/NEDS                              
  4. In depth look at the ICD-9 and ICD-10 codes and their correct use                                                                         
  5. Hypothesis testing, p-values and confidence intervals
  6. Confounders and ways to adjust for them
  7. Linear regression (univariate and multivariate)           
  8. Logistic regression (univariate and multivariate
  9. Multivariate analysis model building

  • Basic statistics: mean, proportions, incidence, prevalance, etc...   : This is an optional online lecture highly recommended for participants with limited biostatistics knowledge                                                  


Hands-on section:

During the hands-on part, participants practice all steps involved in completing a research project:

 - locating NIS online and ordering it

 - Installing NIS on the computer

 - Using the most common STATA commands and do loops:

  • Creating new variables 
  • Deleting and modifying variables
  • Using STATA do loops to define the patient cohort and exposure of interest using ICD-9/10 codes
  • Using STATS do loops to calculate time from admission to a procedure and number of time a procedure was repeated during the admission
  • Calculating totals, means for continuous variables
  • Calculating proportions for dichotomous variables
  • Calculating p-values using student's t-test and chi-square/Fisher exact test
  • Adjusting for confounders using linear and logistic multivariate regression analysis

- Participants will also go line by line, command by command, over the do file of an already published research article using NIS to understand how everything fits together. The do file can also be used as a template for future research projects

We are actively working on creating and optimizing the Online Catalyst Workshop, which is currently not open for registration yet. Below is the completion timeline: 

  • Progress: 

  • Module 1: Completed
  • Module 2: Completed
  • Module 3: Completed
  • Module 4: Completed
  • Module 5: Completed
  • Content editingIn Progress - 3 weeks
  • Online platform optimization: Pending - 2 weeks
  • Registration open for participants: Pending

if you would like to be notifed when registration for the Online Catalyst Workshop is open