Back to Home

PG+SS Tips & Tricks

Expert guides and insights for your PG journey

Learn from the experiences of successful doctors. Get practical tips for training, exam preparation, thesis writing, and career planning.

Stateazy — Biostatistics Made Easy

All Articles

General25 min read

PG+SS Student Regrets & Challenges: A Comprehensive Guide

Complete analysis of challenges faced by PG+SS trainees during training, exams, and post-PG career. Learn from others' experiences to prepare better.

Training Phase10 min read

Why Workplace Conflicts Are Destroying Your PG+SS Preparation

How anger towards juniors, seniors, and faculty drains your mental energy and impacts exam success. Learn the forgiveness framework for PG+SS trainees.

Exam Preparation12 min read

DNB Theory Exam Day: Complete Preparation Guide

Everything you need to know for exam day - time management (16 min per question), food, sleep, reaching center early, and writing answers that examiners love.

Thesis Guide20 min read

DNB Thesis: Complete Guide from Protocol to NBEMS Approval

Official NBEMS guidelines for thesis protocol, writing, submission, and modifications. Word limits, IEC/SRC composition, fees, deadlines, and step-by-step instructions.

Thesis Guide25 min read

DNB Thesis: Practical Survival Guide (Problems & Solutions)

Real-world problems and solutions for your thesis journey. Guide selection, sample size calculation, IEC approval, payment issues, modified thesis, plagiarism, and emergency contacts.

Career & Jobs20 min read

After PG+SS: Career Reality Guide (Income, Competition, Business)

The uncomfortable truths about career planning, city-wise salary expectations, AYUSH/quack competition, cut practice, building referrals, and why your NEET rank doesn't matter anymore.

Training Phase18 min read

The Art of Listening: Patient Communication for PG+SS Doctors

Why 75% of doctors think they communicate well but only 21% of patients agree. Breaking the cycle of yelling, handling WhatsApp misinformation, avoiding medical gaslighting, and rebuilding empathy.

General15 min read

Stay Grounded: Your Salary Doesn't Make You Superior

AI can diagnose better than you. CAs earn as much as you. The only thing that makes you irreplaceable is human connection. Breaking the cycle of abuse, ego, and toxic behavior in medicine.

Training Phase12 min read

3 Years of PG+SS: Your Body Keeps Score (Even When You Don't)

The cognitive dissonance of knowing what smoking and drinking do while still doing it. 50% of smokers die from it. 76% of license actions are substance-related. Ask your parents what they'd do differently.

Career & Jobs12 min read

A Financial Reality Check for DNB / MD / MS Residents

Your stipend is rare financial stability — don't waste it. SIPs, emergency funds, working capital, and why understanding money during residency is more important than earning big after it.

Stateazy8 min read

Standard Error of the Mean: Why Your Sample Mean Is Lying to You

Why every medical resident needs to understand SEM. Branch-wise clinical scenarios showing how not knowing this one concept leads to wrong prescriptions, false confidence, and wasted research.

Stateazy19 min read

Why Can't You Just Study Everyone?

Deep dive into samples vs populations — why you can't study everyone, what sampling really means, and how this one concept underlies every statistical test you'll ever use.

Stateazy28 min read

The Invisible Third Person in Every Relationship You've Ever Studied

Confounders, mediators, effect modifiers, colliders — the puppet masters behind every spurious association. Learn to see the strings.

Stateazy25 min read

The Drug Works. So What?

A p-value of 0.001 means nothing if the effect is too small to matter. The critical distinction between statistical and clinical significance.

Stateazy23 min read

Why Can Nobody Remember the Difference Between Odds Ratio and Relative Risk?

The confusion isn't about the math — it's about the words. Risk is what you HAVE. Odds is what you BET.

Stateazy26 min read

What Does "p = 0.03" Actually Mean? (Not What You Think.)

The 6 ways medical residents misinterpret p-values, the ASA's 2016 statement, and why Fisher's Lady Tasting Tea started it all.

Stateazy26 min read

Why Are Some Tests Named After What They Assume and Others After What They Don't?

Parametric vs nonparametric — the naming makes no sense until you understand the one word that explains everything: parameters.

Stateazy27 min read

Your Study Found "No Difference." Are You Sure?

Statistical power — why underpowered studies are the silent killer of good research, and how to calculate sample size properly.

Stateazy25 min read

Why Do We Square the Differences Just to Take the Square Root Again?

Variance and deviation — the seemingly circular math that actually encodes deep statistical truth about spread, scaling, and additivity.

Stateazy22 min read

Who Decided 0.05? (And Should You Listen?)

The level of significance — alpha — is not a law of nature. It's an arbitrary threshold with a fascinating history and real consequences.

Stateazy23 min read

Why Do We Start by Assuming Our Own Research Is Wrong?

The null hypothesis — the most counterintuitive idea in statistics, and the one most students never truly understand.

Stateazy23 min read

What Are You 95% Confident About, Exactly?

Confidence intervals — what they actually mean (not what you think), why they're better than p-values, and how to read them clinically.

Stateazy40 min read

Two Things Move Together. So What?

Correlation — the most abused concept in medicine. Pearson, Spearman, partial, and why "correlation does not imply causation" is only half the story.

Stateazy39 min read

Why Does the Shape of Your Data Determine Which Test You Can Use?

Normal, skewed, bimodal, Poisson — understanding distributions is understanding the DNA of your data.

Stateazy37 min read

Who Decided You Can't Use a t-Test on Skewed Data — And Why Should You Listen?

Why parametric tests fail on non-normal data — the mathematical assumptions, what happens when you violate them, and the alternatives.

Stateazy40 min read

Why Is It Called "Regression" When It Moves Forward?

Linear, logistic, Cox — regression analysis from Galton's peas to modern clinical prediction models.

Stateazy24 min read

What's Worse — Convicting an Innocent Man, or Letting a Killer Walk Free?

Type I and Type II errors — the courtroom analogy that makes alpha and beta unforgettable.

Stateazy31 min read

If You Flip Enough Coins, One Will Land on Its Edge

Multiplicity — the multiple comparisons problem, Bonferroni correction, and why subgroup analyses are a statistical minefield.

Stateazy33 min read

How Spread Out Is the Mess?

Standard deviation — the most quoted, least understood number in medical research. What it means, when to use it vs SEM, and why n-1.

Browse by Category

Training Phase
3 articles
Exam Preparation
2 articles
Career & Jobs
2 articles
Thesis Guide
2 articles
General
2 articles
Stateazy
19 articles