RESEARCH AND STATSTISTICS




INTRODUCTION TO RESEARCH AND RESEARCH PROCESS

By Prof.Midhu Kurian

Senior Writer, Healthcare Digital

  • What is Research? Research is a systematic investigation to discover new knowledge or validate existing knowledge. For medical/nursing students, it’s about improving patient care.
  • Steps in Research Process:
    1. Identify the problem (e.g., Why do patients skip meds?).
    2. Review existing info (library dive!).
    3. Formulate a question/hypothesis (e.g., Does education improve med adherence?).
    4. Design the study (plan it out).
    5. Collect data (surveys, tests, etc.).
    6. Analyze data (numbers or trends).
    7. Share findings (write or present).
  • Importance: Helps evidence-based practice in healthcare.
Mnemonic (Code): I Really Prefer Doing Cool Analysis, Sweet!
(I = Identify, R = Review, P = Problem/Question, D = Design, C = Collect, A = Analyze, S = Share)
Day-to-Day Activity:
  • Morning: While brushing teeth, think of one healthcare problem (e.g., long wait times).
  • Evening: Count down 2 steps you’d take to investigate it (e.g., ask patients, check records).

2. RESEARCH PROBLEM/QUESTION
Notes:
  • What’s a Research Problem? An issue or gap in knowledge (e.g., Why do some wounds heal slower?).
  • Characteristics: Clear, specific, researchable, relevant to medicine/nursing.
  • Formulating Questions:
    • Use PICO: Population (patients), Intervention (treatment), Comparison (alternative), Outcome (result).
    • Example: "In diabetic patients (P), does daily exercise (I) vs. no exercise (C) improve healing (O)?"
  • Feasibility: Can you study it with time/resources available?
Mnemonic (Code): PICO Frames Clear Questions
(P = Population, I = Intervention, C = Comparison, O = Outcome, F = Feasibility, C = Clarity, Q = Question)
Day-to-Day Activity:
  • Lunchtime: Pick a patient scenario (e.g., asthma attacks) and write a PICO question in 2 minutes.
  • Night: Discuss it with a friend or mentally tweak it for clarity.

3. REVIEW OF LITERATURE
Notes:
  • Purpose: Understand what’s already known, avoid repetition, find gaps.
  • Sources: Books, journals (PubMed), theses, clinical guidelines.
  • Steps:
    1. Search (keywords like “diabetes management”).
    2. Select relevant studies (recent, credible).
    3. Summarize findings (what works, what doesn’t).
    4. Cite properly (APA, MLA).
  • Tip: Focus on studies relevant to healthcare practice.
Mnemonic (Code): Sift, Select, Sum, Cite
(S = Search, S = Select, S = Summarize, C = Cite)
Day-to-Day Activity:
  • Morning Coffee: Search one keyword (e.g., “nursing burnout”) on Google Scholar, skim 1 article.
  • Evening: Summarize 1 key point in your phone notes.

4. RESEARCH APPROACHES AND DESIGNS
Notes:
  • Approaches:
    • Quantitative: Numbers-based (e.g., blood pressure stats).
    • Qualitative: Descriptive (e.g., patient feelings about treatment).
    • Mixed: Both combined.
  • Designs:
    • Experimental: Test cause-effect (e.g., drug trials).
    • Observational: Watch without interfering (e.g., smoking vs. lung disease).
    • Case Study: Deep dive into one case (e.g., rare disease).
  • Choosing Design: Depends on question and resources.
Mnemonic (Code): Quan, Qual, Mix – Experiment, Observe, Case
(Q = Quantitative, Q = Qualitative, M = Mixed, E = Experimental, O = Observational, C = Case Study)
Day-to-Day Activity:
  • During Class: Note one patient scenario and decide if it’s quan/qual (e.g., pain level = quan).
  • Before Bed: Sketch a quick study design (e.g., survey vs. trial) for it.

5. SAMPLING AND DATA COLLECTION
Notes:
  • Sampling: Picking who/what to study. 
    • Random: Everyone has equal chance (fair).
    • Non-random: Chosen for reason (e.g., only ICU patients).
  • Sample Size: Big enough to trust, small enough to manage.
  • Data Collection:
    • Primary: You gather (surveys, BP readings).
    • Secondary: Use existing (patient records).
    • Tools: Questionnaires, interviews, lab tests.
  • Ethics: Consent, privacy matter!
Mnemonic (Code): Randomly Sample, Collect Primary, Secondary Data
(R = Random, S = Sample, C = Collect, P = Primary, S = Secondary, D = Data)
Day-to-Day Activity:
  • Lunch Break: Pick 5 classmates randomly, ask a health question (e.g., sleep hours).
  • Evening: Check a hospital chart (if accessible) for secondary data practice.

6. ANALYSIS OF DATA
Notes:
  • Types:
    • Descriptive: Summarize (e.g., average BP).
    • Inferential: Draw conclusions (e.g., drug works?).
  • Tools: Excel, SPSS, or basic stats (mean, median).
  • Steps:
    1. Organize data (tables/charts).
    2. Analyze (stats or themes).
    3. Interpret (what’s it mean for patients?).
  • Common Tests: t-test (compare groups), chi-square (relationships).
Mnemonic (Code): Describe, Infer, Organize, Analyze, Interpret
(D = Descriptive, I = Inferential, O = Organize, A = Analyze, I = Interpret)
Day-to-Day Activity:
  • Morning: Track your pulse for 5 mins, calculate average (descriptive).
  • Night: Guess if it’s higher after exercise (inferential thinking).

7. INTRODUCTION TO BIOSTATISTICS
Notes:
  • What’s Biostats? Math for health data (e.g., disease rates).
  • Key Concepts:
    • Mean/Median/Mode: Averages.
    • P-value: Chance result is random (<0.05 = significant).
    • Confidence Interval: Range of trust in results.
  • Uses: Prove treatments work, track epidemics.
  • Software: SPSS, R (start with Excel).
Mnemonic (Code): Mean, P-value, Confidence – Stats Prove
(M = Mean, P = P-value, C = Confidence, S = Stats, P = Prove)
Day-to-Day Activity:
  • Afternoon: Calculate average hours of sleep this week (mean).
  • Evening: Guess if coffee affects it (P-value mindset).

8. COMMUNICATION AND UTILIZATION OF RESEARCH
Notes:
  • Communication: Share findings clearly. 
    • Written: Reports, articles.
    • Oral: Presentations, talks.
  • Utilization: Apply research to practice (e.g., new wound care method).
  • Barriers: Time, resistance to change.
  • Tips: Simplify for nurses/docs, use visuals.
Mnemonic (Code): Write, Orate, Use, Simplify
(W = Written, O = Oral, U = Utilize, S = Simplify)
Day-to-Day Activity:
  • Morning: Explain a health tip to a friend in 1 minute (oral).
  • Night: Write a 3-sentence summary of a study idea (written).

Final Tips for Medical/Nursing Students:
  • Review Mnemonics Daily: Flashcards or sticky notes with codes.
  • Link to Practice: Relate each chapter to patient care (e.g., sampling = picking patients for a trial).
  • Group Study: Quiz friends using day-to-day activities.


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