A smaller study is less powerful and less influential when it comes to trying to prove something, so why do them?
✅ 1. Rare Conditions
-
Diseases like chronic pulmonary aspergillosis (CPA), STAT3-HIES, or NTM lung disease affect relatively few people.
-
It’s often not possible to recruit large numbers, especially within one country or timeframe.
-
Even 20–50 patients may provide meaningful insight if the study is well-designed.
✅ 2. Early-Stage (Phase 1 or Pilot) Trials
-
These studies aim to test safety, dosage, or feasibility — not yet effectiveness.
-
Example: A new antifungal drug might first be given to 10–20 patients to check side effects before moving to large-scale trials.
✅ 3. Expensive or Complex Interventions
-
Trials involving biologics, surgery, gene therapy, or advanced imaging may be very expensive.
-
Researchers may limit numbers to control cost while still collecting useful data.
✅ 4. Intensive Data Collection
-
Some studies gather deep, highly detailed data from each participant — interviews, scans, biopsies, genetic tests.
-
In this case, quality > quantity.
✅ 5. Time-Limited Opportunities
-
COVID-19, for example, created fast-changing clinical situations.
-
Researchers sometimes work with who is available, especially in early observational studies.
⚠️ When It’s Less Ideal
Some small studies are due to:
-
Poor recruitment (e.g. patients don’t want to join, or the trial is poorly advertised)
-
Overambitious study designs
-
Lack of funding
These can lead to underpowered results, meaning the study is too small to detect real effects — or risks false positives/negatives.
🔍 How Do Researchers Handle Small Numbers?
Strategy | Why It Helps |
---|---|
Clear inclusion/exclusion criteria | Reduces noise in small samples |
Matching or adjusting for variables | Helps control bias |
Use of qualitative methods | Adds depth to small studies |
Transparency about limitations | Builds trust and prevents overclaiming |
📌 Summary
Reason for Small Study Size | Acceptable? | Notes |
---|---|---|
Rare condition | ✅ | May be the best evidence available |
Early phase (safety trial) | ✅ | Not meant to prove effectiveness yet |
Cost or logistics | ✅/⚠️ | Should be explained in methods |
Poor design or recruitment | ⚠️ | Reduces confidence in conclusions |
🧠 Tip for Patients:
Always check the sample size, and ask:
-
Is this a pilot study or full trial?
-
Is this a rare disease?
-
Are results meant to guide treatment or explore possibilities?
Even small studies can be powerful if they’re well-designed and honest about their limitations.
Share this post
Latest News posts
How do I advocate for myself?
September 21, 2018
How do I remove mould from my washing machine?
September 20, 2018
How do I get vaccinated?
September 20, 2018
How do I do a disability assessment?
September 14, 2018
How do I keep my home dry?
September 14, 2018
How do I find the source of the damp?
September 14, 2018
How do I buy a face mask?
August 23, 2018
How do I report drug side effects?
August 17, 2018
News archive
- Air pollution
- Allergy or Intolerance
- Antifungals in development
- COVID-19
- Climate change
- Diagnostics
- Events
- Fundraising
- GP Guidance
- General interest
- How do I...?
- Information and Learning
- Latest research news
- Lifestyle
- Lifestyle and Coping Skills
- Living with Aspergillosis
- NAC announcements
- NHS
- News archive
- Palliative care
- Patient and Carer Blog
- Patient stories
- Professional Guidance
- Questions
- Recordings
- Research
- Research Summaries
- Supplements and complementary therapies
- Travel
- Treatment
- Types of aspergillosis
- Video