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Course10910719040 lectures

Exploring Survey Data on Health Care

Prof. Pratap C. Mohanty · IIT Roorkee

Start with lecture 1 At NPTEL

Lectures

week-01

  1. Lecture 01 : Problem Statement and Research Questions Video
  2. Lecture 02: Data, Measurement and Scaling Video
  3. Lecture 03 : Understanding Healthcare Database : NSSO Video
  4. Lecture 04: Understanding Healthcare Database: NFHS Video
  5. Lecture 05: Understanding Healthcare Database: LASI Video

week-02

  1. Lecture 06: Understanding Sampling Base and Design Video
  2. Lecture 07: Preparing Schedule and Questionnaire Video
  3. Lecture 08: Sample Size Determination - Observational Study Video
  4. Lecture 09 : Sample Size Determination and Probability Proportional to Size Sampling Video
  5. Lecture 10: Focus Group Discussion (FGD) Video

week-03

  1. Lecture 11: Pre-testing of Sample Video
  2. Lecture 12 : Weights and Representative Sampling Video
  3. Lecture 13 : Normalizing Data Video
  4. Lecture 14: Deal with Missing Values Video
  5. Lecture 15 : Validity, Reliability, Accuracy and Precision of Sample Video

week-04

  1. Lecture 16 : Basic Understanding of STATA Video
  2. Lecture 17: Syntax and Do File Video
  3. Lecture 18 : Making Dictionary File Video
  4. Lecture 19 : Data Browse and Basic Statistic - I Video
  5. Lecture 20: Data Browse and Basic Statistics -II Video

week-05

  1. Lecture 21:Basic Understanding of SPSS and Data Filtration in STATA Video
  2. Lecture 22: Data Extraction from ASCII Format Video
  3. Lecture 23: Merging Blocks of Information after Extraction Video
  4. Lecture 24: Composite Index Video
  5. Lecture 25: Measure of Variation- r2, R2, Adjusted R2, Pseudo R2 Video

week-06

  1. Lecture 26: Regression Models of Quantitative Healthcare Variables Video
  2. Lecture 27: Regression Models of Qualitative Dependent Variables Video
  3. Lecture 28: Relative Risk Ratio Estimation Video
  4. Lecture 29: Generalized Linear Model Video
  5. Lecture 30: Independence of Irrelevant ALternatives Video

week-07

  1. Lecture 31: Balanced and Unbalanced Panel in Healthcare Video
  2. Lecture 32: Common Constant Model in Healthcare Video
  3. Lecture 33: Fixed Effect Model in Healthcare Video
  4. Lecture 34: Random Effect Model in Healthcare Video
  5. Lecture 35: Construction of Pseudo Panel Video

week-08

  1. Lecture 36: Need for Evaluation Video
  2. Lecture 37: Propensity Score Matching (PSM) Video
  3. Lecture 38: Difference-in-Difference Method (DID) Video
  4. Lecture 39: Randomized Control Trial (RCT) Video
  5. Lecture 40: Regression Discontinuity Method Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Roorkee
Department
Humanities and Social Sciences
Teacher
Prof. Pratap C. Mohanty
Level
Undergraduate
Language
English
Subjects
Society and politics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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