AEM Education and Training 04: Learning Analytics In Medical Education Assessment

Welcome to the fourth episode of AEM Education and Training, a podcast collaboration between the Academic Emergency Medicine E&T Journal and Brown Emergency Medicine. Each quarter, we'll give you digital open access to AEM E&T Articles or Articles in Press, with an author interview podcast and links to curated supportive educational materials for EM learners and medical educators.

Find this podcast series on iTunes here.

             A FOAMed/MedEd collaboration between Brown EM and Academic Emergency Medicine

            A FOAMed/MedEd collaboration between Brown EM and Academic Emergency Medicine

Discussing: (click on title for article access)

Learning Analytics in Medical Education Assessment: The Past, The Present and The Future. Chan, T., Sebok-Syer, S., Thoma, B., Wise, A., Sherbino, J. and Pusic, M.  AEM Education and Training, April 2018.




Teresa Chan  


Assistant Professor, Dept. of Medicine

Division of Emergency Medicine

Program Director, Clinician Educator AFC

McMaster University


This article provides an overview of the potential for learning analytics tools to help assess emergency medicine residents. The authors situate medical learning analytics within the context of competency-based education while providing suggestions for potential areas for implementation of these techniques into resident evaluation. Authors are careful to note the data inputs, database creation and data analysis potentially performed by learning analytic techniques “should be driven by both evidence and theory.”  

Further Reading:

1. Cirigliano MM, Guthrie C, Pusic M V., et al. “Yes, and ...” Exploring the Future of Learning Analytics in Medical Education. Teach Learn Med. 2017;29(4):368-372. doi:10.1080/10401334.2017.1384731.

2. Chan TM, Sherbino J, Mercuri M. Nuance and Noise: Lessons Learned From Longitudinal Aggregated Assessment Data. J Grad Med Educ. 2017;(December).



Join Us! Online Simulation Journal Club

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join us in the Online Simulation Journal Club

Hosted by Brown Emergency Medicine Simulation

This group meets quarterly in a live online format. Simulation fellows from various sites across the United States present articles and facilitate critical review. While the discussion is held at the fellowship level, other simulation professionals, scholars, and trainees are invited to attend.

our next online meeting: April 4th at 12:00 noon Eastern standard time


1) Expose Simulation Fellows and trainees to advances in simulation education and research
2) Improve reading behavior and frequency of Simulation Fellows and trainees
3) Increase communication and collaboration between Simulation Fellows, educators, and researchers at different sites across the globe

1) Access and read the article(s) prior to the online meeting time
2) Complete the brief feedback form at the end of each session (Access your feedback form here)
3) Consider volunteering to present at a future journal club

System Requirements for Participation:
1) Internet Connection
2) Web Camera
3) Microphone and headphones


Death of the Mannequin?

While the field of healthcare simulation has advanced greatly, many unanswered questions about best practices remain. One such question, surrounds the topic of mannequin death during simulation. Should simulation participants be protected from the stress and anxiety that surround death? Is mannequin death viewed as failure by participants, or a realistic representation of the clinical environment? How does this variable effect learner outcomes? Does it cause emotional harm?

For the April 2018 Online Simulation Journal Club, we will discuss a randomized trial of simulation methods that addresses these vary questions.

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Presenter: Dr Alexandra (Lexie) Mannix

Instructor, Rush University Medical Center

Simulation Fellow

Rush University Medical Center/Cook County Hospital

Exposure to Simulated Mortality Affects Resident Performance During Assessment Scenarios, Andrew Goldberg et. al.

  • Link to the Article HERE

  • Join the Google Hangout HERE

  • Give Us Some Feedback HERE

Full Citation: Goldberg A, Samuelson S, Khelemsky Y, et al. Exposure to Simulated Mortality Affects Resident Performance During Assessment Scenarios. Simul Healthc. 2017;12(5):282-288

Questions or comments?

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Andrew Musits is the creator and director of the Online Simulation Journal Club series. He is an emergency medicine physician and educator.

Is your publication going to be the topic of discussion?
Are you a simulation fellow interested in presenting?
Are you a faculty member interested in mentoring a fellow?
Please contact me!

Andrew Musits, MD, MS

Assistant Professor of Emergency Medicine

Brown University, Warren Alpert School of Medicine

University Emergency Medicine Foundation


Money Minutes for Doctors #2

We are back with our second episode of Money Minutes for Doctors. Joining us again for another look into the world of personal financial wellness for physicians and their families is Katherine Vessenes, JD, CFP®, RFC, Founder and President of MD Financial Advisors. This month's discussion delves into the myriad changes brought on by new tax code. Will it be tax armageddon or tax heaven for those of us in medicine? Money Minutes focuses on the unique challenges facing physicians and the topic of financial well-being; as well as providing guidance in formulating strategies for a lifetime of security.

 Katherine Vessenes, MD Financial

Katherine Vessenes, MD Financial

About Ms. Vessenes:

Ms. Vessenes works with over 300 physicians and dentists from Hawaii to Cape Cod. Her firm uses a team of experts to provide comprehensive financial planning to help doctors build their wealth and protect their wealth while reducing taxes now and in the future. Katherine is a longtime advocate for ethics in the financial services industry; and has written three books on the subject of investment strategies. She has received many honors and awards including: numerous tributes from Medical Economics as a top advisor for doctors, multiple 5-Star Advisor Awards, honored as a Top Woman in Finance, in addition to being selected to be on the CFP® Board of Ethics. Katherine can be reached at: or 952-388-6317. Her website:


Physicians/dentist who are employees and either filing individual of MFJ (Married filing jointly) will most likely realize a modest tax cut with about 5% paying more and 5% with no change. 


Benefits of New Tax Law Changes:

(1)   Physicians /dentists who own their own practice, particularly a C corp, will see the elimination of the corporate minimum tax and a reduced tax rate down to 21 % (permanent changes)

(2)   Brackets – top rate of federal bracket was 39.6 % and now reduced to 37%. Brackets are now bigger so more of your income subject to less tax.  Remember, only dollars above a certain amount are taxed at the highest rates.

--States that are big winners are those without state taxes (i.e. TN, TX, FL and others)

(3)   Increase in the amount of the standard deduction

You can file taxes with (A) standard deduction or (B) itemized deductions.  Can calculate both, and whichever results in the lowest tax burden is the one you file. Standard deduction is increased to $12k for single filers and $24K for married filers. Likely means more may file with  standard deductions (previously approx. 30%  filed w itemized deductions, and now predicted to drop to about 10% ) which has potential to save you money on tax preparation. 

(4)   Child tax credit doubled to $2000.

(5)   Charitable contributions are roughly unchanged, perhaps a slight improvement and can continue to deduct charitable contributions

(6)   Physicians in the not-for-profit student loan forgiveness program are NOT impacted.   The program remains intact.

(7)   Long term capital gains and dividend rules are unchanged.  Federal long capital gain tax brackets are 15-20% and unchanged.   This is good news is that these rates are less than ordinary income tax rates so suggest to have more income from long term capital gains as you make investment choices.

(8)   Retirement account contributions (contributions that are made pretax) can still be deducted i.e. 401K, 403B

(9)   Estate Exemptions doubled up to $11.2 million for individuals and $22.4 Million for couples which means you can have an estate worth this value that can be passed to children without paying federal estate tax.  However state estate tax remains in effect (States w high estate tax are RI,FL, MA) and need to have thorough estate planning to help minimize the impact of this tax – with good planning can avoid much of this tax burden!!

Downside of New Tax Law Changes:

(1)   Personal tax exemption (previously at $4150) has been eliminated.  This was a deduction that you were eligible to take just for filing per person in the household.  This was eliminated in order compromise for an increased standard deduction

(2)   Physicians in the highest taxed states will see biggest impact as now $10k cap on state and local taxes (SALT ).  Highest Impacted: NY, CA, NJ, MN, MD as have high tax rates

a.     Some states have in their constitutions that must balance budget and cannot borrow money and result is that there is no state income tax. i.e. TN, TX

b.     Other states w high tax rates (i.e CA w 13%) can still deduct taxes (including real estate) but now has a $10 K cap. 

c.     The cap is not per person but per filer so if MFJ cap remains at  $10K

d.     Has potential to cause residents to move to more tax friendly states and can potentially have impact on property values in those high tax states – Stay Tuned! 

e.     Should think about state tax rates when you are job hunting

(3)            Alternative Minimum Tax (ALT) on itemized deductions remains intact.  This was a tax applied if you completed an itemized filing to ensure that some “minimum” tax was collected.   

Pearls and pitfalls:

-       Taxes that you pay today and in the future have a far bigger impact on your personal security than any changes in the stock market and thus you must take tax planning very seriously

-       Meet with your account early this year to be sure you are maximizing your tax savings throughout as much of 2018 as you can

-       A lot of tax advantages of having a side business – 1099 income, owning a practice etc. and new tax laws offer many new advantages. More to come on that!

***Disclaimer: please note this is far from comprehensive and only serves as a written template to the material discussed in this edition of the podcast.