Section 1.27 min read

Clinical Problems That Lead to Good Research

Core summary

Not all clinical problems are equally suited for research. The best research questions arise from problems that are common, clinically important, and where current evidence is genuinely uncertain.

Detailed explanation

Clinical problems fall into four main categories, each leading to a different type of research question and study design: 1. Diagnostic problems: 'How do we accurately identify this condition?' These lead to diagnostic accuracy studies comparing a new test against a reference standard. Example: Is point-of-care ultrasound accurate enough to replace CT for diagnosing DVT in pregnant women? 2. Therapeutic problems: 'Which treatment works better?' These lead to interventional studies (ideally RCTs) or comparative effectiveness research. Example: Does physiotherapy plus surgery produce better outcomes than physiotherapy alone for rotator cuff tears? 3. Prognostic problems: 'What will happen to this patient?' These lead to cohort studies that follow patients over time. Example: What factors predict 5-year survival in patients with stage III colon cancer? 4. Etiological problems: 'What causes this condition?' These lead to case-control or cohort studies exploring risk factors. Example: Is night-shift work associated with increased risk of breast cancer? A good research problem should be: Common enough to recruit sufficient participants. Important enough that the answer changes clinical practice. Uncertain enough that a study is ethically justified. Measurable with available tools and within realistic timeframes.

Clinical example

Dr. Fatima works in a diabetes clinic and notices that many patients with well-controlled HbA1c still develop retinopathy. She categorizes this as a prognostic problem: 'What factors beyond HbA1c predict diabetic retinopathy progression?' This is a cohort study question with clear clinical relevance.

Research example

The Framingham Heart Study (started 1948) began with an etiological question: 'What factors contribute to cardiovascular disease?' This single prognostic/etiological problem has generated over 3,000 publications and fundamentally shaped our understanding of heart disease risk factors.

Knowledge check

Q1. A researcher asks: 'What factors predict 5-year survival in pancreatic cancer patients?' This is what type of research question?

Q2. Which characteristic makes a clinical problem MOST suitable for research?

Q3. The question 'Is ultrasound as accurate as CT for diagnosing appendicitis in children?' is BEST classified as: