How to write a statement of purpose?
I’ve had a lot of people reach out for application help, so I thought I’d share some general advice/tips when writing your biostatistics PhD/Master’s application. The goal of this post is to help you write your Statement of Purpose!
Before we get started
Before starting, the general advice I give to everyone who asks for help is to read these two articles:
For those that come from less privileged/underrepresented backgrounds, I highly recommend you submitting your application for UW’s Pre-Application Review Service (PARS). PhD students in both UW stats and biostatis will review your application to help you out. Resources are limited for this, so please use responsibly!
And remember, although the application process is long - you got this! You’ve likely been preparing for this for years via studies or work, and now is your time to shine 💫
Getting Started: The Statement of Purpose
I am writing this short post to help you knock your statement of purpose out of the park.
When I applied in the fall of 2021, I frequently had to submit a statement of purpose (SoP) AND a personal statement (PS). Usually, the SoP was more academic/research oriented while the PS provides more context about your personal narrative. In my opinion, the PS sells you as a person while the SoP sells your ability to do research.
The 2024 SoP prompt for the UW Biostat Dept’s website is:
Submit a 1-2 page statement which includes your reasons for pursuing graduate studies in the field of biostatistics and at our program specifically, your area(s) of interest, relevant experience, and goals.
Simply writing “I want to apply deep learning to electronic health records” does not communicate the why and how you do research.
SoP Structure
There’s tons of advice out there on how to structure this, so I’ll keep it simple. My philosophy for the SoP is that you want to show that you are ALREADY doing the work. I structured my SoP as:
Intro
Research Experience 1
…
Research Experience K
Conclusion
That’s it! As you can see, research experiences (loosely defined as research assistantships, internships, projects, etc.) were the focus of my SoP.
An algorithm to write about research experiences.
I learned this “algorithm” from a mentor during my bachelor’s when writing my application for the Goldwater fellowship, and it has served me well!
Use the following “algorithm” to write a compelling paragraph about each research experience:
Introduce concept: what is the concept/area your research experience falls under?
State problem: where do current methods/theory fall short?
Actions you took: What steps did you take to solve this problem?
Results from action: What came out of your research? Think publications, presentations, posters, or skill development
(Optional) Connect to faculty’s research: Namedrop a faculty member (who are you are interested in working with) at the department you are applying to that would benefit from having someone with your skillset.
(Optional) Reflection/Transition: What lessons were learned? What new research interests arose (next project)...
An important note on (5) is that you can recycle your application by swapping out the professor's names between schools.
An example from one of my applications
Here is a paragraphs from one of my applications:
Not all transcribed genes code for proteins, and the biological roles of most non-coding RNAs (ncRNAs) remain poorly understood. Recently, several ncRNAs have been implicated in cancer development. To identify novel assocations between ncRNAs and cancer, I used mediation analysis to explore the regulatory hypothesis that ncRNAs act as trans-acting mediators of gene expression regulation in both non-cancerous and tumor breast and prostate tissue. We identified over 300 mediating ncRNAs and demonstrated that the associated protein-coding genes (pcGenes) are enriched for immunoregulatory and cellular organization pathways. After presenting these findings at the BIG conference, I received a “Research Excellence Award” from a cohort of nearly one hundred researchers and produced a first-author manuscript, which is currently under review. Given my background in analyzing -omics data, I am particularly interested in working with Dr. Daniela Witten, whose recent advances in selective inference could help address the reproducibility challenges in genomics.
Let’s dissect the second paragraph:
Introduce concept:
Not all transcribed genes code for proteins, and the biological roles of most non-coding RNAs (ncRNAs) remain poorly understood
State problem:
Recently, several ncRNAs have been implicated in cancer development.
Actions you took:
To identify novel assocations between ncRNAs and cancer, I used mediation analysis to explore the regulatory hypothesis that ncRNAs act as trans-acting mediators of gene expression regulation in both non-cancerous and tumor breast and prostate tissue. We found over 300 mediating ncRNAs and established that the linked pcGenes are enriched for immunoregulatory and cellular organization pathways.
Results from action:
After presenting at the BIG conference, I received a “Research Excellence Award” in a cohort of almost one hundred researchers and produced a first author manuscript that is currently in review.
(Optional) Connect to faculty’s research:
Because of my background in analyzing -omics data, I would like to work with Dr. Daniela Witten whose recent advances in selective inference could address the reproducibility issues faced in genomics.
(Optional) Reflection/Transition:
Other tips:
bold significant accomplishments like publications, professors you want to work with, and research areas you have experience in/want to work in.
Open ChatGPT, copy and paste each paragraph one by one, use prompt “edit for grammar and let me know what changes you make: [paste paragraph]”. This will catch any small/silly errors.
Hopefully this helps you write and structure your statement of purpose so you can communicate the why and how you do research in addition to the what!