Research Evidence: What Are “Levels of Evidence”?
Introduction
When doctors and scientists make decisions about health, they rely on “evidence” from research. But not all evidence is equal-some is stronger and more trustworthy. To help everyone understand which evidence is best, experts created a system called “levels of evidence.” This helps doctors, researchers, and even patients know which research to trust the most.

Why Are Levels of Evidence Important?
- They help us know which treatments or health advice are based on strong science.
- They guide doctors in making the best decisions for patients.
- They help avoid mistakes that can happen if we trust weak or poor-quality studies.
The Five Levels of Evidence (from Strongest to Weakest)
Level | What It Means | Example |
---|---|---|
1 (Strongest) | High-quality studies, usually with large groups of people, where participants are randomly assigned to different treatments (Randomized Controlled Trials, RCTs), or summaries of many such studies (Systematic Reviews, Meta-Analyses) | A big study comparing two medicines, or a review combining results from many such studies. |
2 | Good-quality studies, but with some limitations (smaller size, some bias, or not perfectly random), or studies comparing groups over time (Prospective Comparative Studies, some Retrospective Studies) | A study comparing two treatments, but not perfectly randomized; or a review of several such studies. |
3 | Studies without random assignment, or case-control studies (comparing people with a disease to those without) | Research looking back at records to see why some people got sick and others did not. |
4 | Case series or case reports (detailed stories about one or a few patients) | A report describing how one patient responded to a new treatment. |
5 (Weakest) | Expert opinion, ideas, or experience without proper research | A doctor’s personal opinion or a letter in a medical journal. |
Simple Explanation for Each Level
- Level 1: This is the gold standard. These studies are very carefully designed, often with many participants. Sometimes, experts combine results from many studies to get a clear answer. These results are the most reliable.
- Level 2: Good studies, but not perfect. Maybe the groups weren’t completely random, or the study was smaller. Still useful, but not as strong as Level 1.
- Level 3: Studies that compare people with and without a disease, but not by random assignment. These can show links, but not always cause and effect.
- Level 4: Reports about a few patients. These are useful for rare diseases but are not enough to prove something works for everyone.
- Level 5: Opinions or advice from experts without research. These can be helpful, but they are the weakest form of evidence.
Why Does This Matter for You?
- If you hear about a new medicine or treatment, ask: “What level of evidence supports this?”
- Treatments based on Level 1 or 2 evidence are usually safer and more effective.
- Be careful with health advice based only on opinions or single cases.
Example in Everyday Language (Urdu/Hindi Style Explanation)
“Jab doctor ya scientist kisi dawa ya ilaj ka faisla karte hain, woh sab se pehle dekhte hain ke us par kitni mazboot research hui hai. Sab se behtareen research woh hoti hai jo bohat saare logon par ki gayi ho aur jismein logon ko andha dhund (random) tareeqay se do groups mein baant diya gaya ho. Aisi research ko sab se ooncha darja milta hai (Level 1). Is ke baad woh research aati hai jo thodi kam mazboot ho (Level 2), phir woh jo sirf kuch logon par hui ho ya pichlay record dekh kar ki gayi ho (Level 3), phir sirf ek ya do patients ki report (Level 4), aur sab se neeche sirf kisi expert ki rai ya tajurba (Level 5).”
Summary
- Not all research is equally strong.
- Level 1 is the strongest, Level 5 is the weakest.
- Always look for treatments supported by stronger evidence for better and safer health decisions.