SlideShare a Scribd company logo
1 of 54
Research
Methodology in
otology
BALASUBRAMANIAN THIAGARAJAN
What is ideal research?
 Should be reproducible
 Should withstand statistical analysis
 Should test a theory / hypothesis / belief
 Should be beneficial to the public
 Should be systematic / empirical / critical /
 Should have academic integrity
 Should be publishable
Desist finding questions to your answers
Confidence interval
Sample
Confidence interval
Population
Factors affecting confidence
interval
 Sample size – Larger the sample size better is the confidence interval
 Percentage – Represents the accuracy of the study
 Population size – This is least important provided the samples are
randomly selected. This is important when the group is relatively
small and contains known group of people
Confidence level
This tells the researcher how confident the actual mean falls within the
Confident interval. Standard deviation if applied tells the researcher
How much variation that can be expected with the studied sample
Size. Ideal SD value is 0.5.
Sample size calculation
Confidence level = Z This is a constant value
90% - confidence interval - Z score = 1.645
95% - confidence interval - Z score = 1.96
99% - confidence interval - Z score = 2.326
Sample size = (Z-score)2 * Std Dev* (1- SD) / (margin of error)2
((1.96)² x .5(.5)) / (.05)²
(3.8416 x .25) / .0025
.9604 / .0025
384.16
Research styles
 objective
 subjective
Ethical committee approval is a must for all types of research
Objective type
 Physical characteristics
 Testing universally applicable rules / laws
 Testing hypothesis
 Experiments
 Surveys
Avoid the lure of numbers. Observation of researcher is more vital
Subjective type
 Involves social life of groups
 This study is usually conducted by observation and the findings
documented and explanations attempted for the observations
 Usually social scientists use this modality
Always assume that your work will be scrutinised by the public
Types of objective study design
 Descriptive
 Analytical
 Interventional
Greatest danger is not failure but non submission of your work
Descriptive study design
These studies consider variance of disease in respect of time, place
and person. Classic example of this design would be an attempted
study on the incidence of age related degree of progressive sensori
neural hearing loss.
These studies provide clues that can be used to design elaborate
analytical studies.
Two types of descriptive studies are possible i.e. cross sectional and
longitudinal.
Cross sectional study (Descriptive Design)
 This study is based on single examination of cross section of
population performed at one point of time
 Results can be projected on the whole population provided the
study is random in nature
 This is a fast and inexpensive way of ascertaining incidence of a
disease
Cross sectional study - Steps
 Objective of the study should be clearly defined
 Population under study should also be defined clearly
 Disease / health problem to be studied should also be defined
clearly (diagnostic criteria should be laid down)
 Randomization of the sample should be ensured
 Double blind trial has more validity
 Make a list of variables
 Prepare a questionnaire
 Decide on a sample size
Longitudinal study (Descriptive design)
 Observations are repeated in the same population over a
prolonged period of time by means of follow up examinations
 Natural history of disease and its future outcome can be studied
 Helps in identification of risk factors in disease causation
 Also helps in finding out the incidence rate
Advantages of descriptive studies
 Provides morbidity and mortality data
 Provides clue to disease etiology
 Generates hypothesis which can be tested by analytical studies
 Provides data for planning, organizing and evaluating preventive
and curative services
 Contributes to research in terms of disease occurrence by time
place or person
Analytical study design
 Classic example of this design would be the study to ascertain odds
of developing noise induced hearing loss.
 Intensity / duration of noise exposure should be factorized.
 Age and sex of the patient (variables).
 Analytical study design could be prospective and retrospective
Prospective study design (cohort /
longitudinal)
 Difficult to perform
 Tests the hypothesis obtained by descriptive study
 Should proceed from cause to effect
 This study is carried out on healthy people on whom exposure has
occurred and disease has not
 Vulnerable groups should be followed over a period of time to
identify the risk factor
 Costly to perform
Cohort study design
Population
People without disease
Exposed Un Exposed
Disease No Disease Disease No Disease
Retrospective study (case control
study)
 Easy to design and perform
 This study is performed based on medical records
 Study includes cases with health problems and controls without
disease
 They should be matched evenly age for age and sex for sex to be
valid
 Randomisation is a must
 Cost of study affordable
Interventional study
 Interventional studies attempt to demonstrate the cause-effect
relationships by altering the natural history of the disease by
intervention aimed at reducing the exposure to the offending
agent. (Sound in this case)
 Control group should be included for comparison
 Randomization should be followed to remove bias
 Single / double blind protocol can be followed
Beware of variables
 They should be identified correctly
 Incorrect identification of variables will invalidate the entire research
 Factors that could invalidate the entire research should be listed
and factorised
 The trick is in trying to unearth surprising variables
List some of the variables in our
hypothetical project
 Intensity of noise in decibel
 Number of hours of exposure / day
 Exposure of workers to ototoxic drugs
 Surprising variable – temporary / permanent threshold shift
Common pitfalls
 Sample size
 Variables
 Improperly formulated questionnaire
 Improperly matched control
Types of sample
 Convenient sample (ideally suited for our research scenario taken
up here)
 Judgement sample (according to the one who is familiar with the
characteristics of the population under study)
 Random sample (gives the most accurate and validated result)
Sample size
 Don’t hesitate to take the help of statistician at this stage
 For any successful research the confidence level should at least be
above 90% with error value of a minimum 5-10%
 Avoid online sample calculators
Variables – dependent /
independent variables
 All experiments contain variables at least one if not more
 These can be measured / studied
 Dependent variable – is dependent on independent variable
Categorical variables
 Nominal variables – Can have two / more categories
 Ordinal variable – can have two / more categories that can be
ranked
 Dichotomous variable – can have only two categories (either or) like
male / female
Continuous variables
 These are quantitative
 Classified into interval or ratio variables
data analysis
 Attempt must be made to summarize the observed variables
 If many variables are taken into consideration then coding and
categorization should be performed
 Study of frequency distribution should be resorted to analyse
complex data
 Data should be displayed as bar diagram / pie chart / histogram /
frequency distribution curves / x-y plots
Line graphs
 Useful in tracking changes over a
period of time
 Smaller changes are better
displayed
 Can also be used to compare
changes over time even for more
than one group by changing the
colour of the line
Bar graphs
 Can be used to compare things
between different groups
 Can also be used to track
changes over course of time
 This graph suits best if the changes
are larger
Pie charts
 Best used when comparing parts
of a whole
 Cannot be used to show changes
over a period of time
Area graphs
 Similar to line graphs
 Can be used to track changes
over time
 Groups must be categorized
before displaying
X-y plot
 Used to determine relationships
between two different things
 X-axis is used to plot one variable
and the y-axis is used to plot the
other
 If both variables increase at the
same time it is positive relationship
 If one variable increases while the
other decreases it is negative
relationship
Mean / median / mode
 Mean – is nothing but an average. It is the sum of values divided by
the number of values
 Median is the value that divides the distribution into half
 Mode is the value that occurs most often
Variance / standard deviation
 This is the most preferred method of variation
 It uses all the observation
 Variations would be small if the observations are bunched closely
 Variations if averaged will always be zero because positive
deviations away from the mean would cancel out the negative
deviations away from the mean
 Squaring the average of deviations is resorted to, and this average
of squared value would always stay positive
 Standard deviation is a measure of how spread out the numbers
are. It is actually the square root of variance and is indicated by
Greek letter sigma
explanation
 Measured heights of dogs in mm
 Mean = sum of all the heights
divided by 5 (394 mm)
Explantion (contd)
calculation
 Variance can be calculated by squaring the differences and
averaging them (21704)
 Standard deviation is square root of variance = 147. This number
helps in comparison.
 Use p values / chi-square test to test hypothesis
Before choosing a topic
 Conduct feasibility study
 Is it possible to complete within the given time frame
 Affordability
 Institutional support
 Can you obtain necessary literature?
 Will the topic be relevant after the completion?
Check list
 Exact date of submission
 Any word limitations
 Intermediate deadlines to meet
 Rules regarding the publication format
 Tutorial support available
Points to be borne in mind
 No harm should come to participants in the research (physical /
mental / social)
 Children / elderly / mentally retarded should not be exploited
 No physical / environmental damage should be caused
 Anonymity / privacy should be ensured
 Nothing should be done that would bring disrepute to the institution
Interviewer conduct
 Friendly and formal
 Schedule to be followed
 Prior appointment to be sought
 Treat all interviewees the same
 Prompt don’t direct
 Do not volunteer answers
 Never be patronising
 Be patient
Some useful research topics in
otology
 Incidence of conductive deafness in children and their causes
 Incidence of noise induced hearing loss
 Measles infection – does it cause otosclerosis ?
 Acceptability of hearing aids
 Age related normal hearing in Indians
Title
 Start off with a draft title
 Keep polishing it
 Avoid question marks in title
 Include the period and place of study in the title if possible
aim
 Here the aim of the study should be stated
 Inclusion and exclusion criteria may be stated here as a
subheading (ideally done in materials and methods)
Introduction - chapter
 Should contain an outline of your research
 Should contain details of what prompted you to undertake the
study
 It should also state concisely what you plan to do and where you
plan your work
 Start writing this chapter first, edit it after completing the project
Literature review
 This is central to all research
 It informs the reader how well you have prepared for the topic
 Here you take the opportunity to acknowledge other’s work
 It also informs the reader the road you plan to take
Materials and methods
 Here the exact research methodology followed is described
 There should be a description of the tests used
 Inclusion and exclusion criteria should be discussed in detail
result
 Data should be presented
 Data analysis should be presented here
 Statistical tool used for the analysis should be discussed here
conclusion
 Take time writing this one
 Give your conclusions point by point in clear terms
 Results should not be repeated but summarized here
 Practical recommendations can be included here
Bibliography
 List down all the references and citations
 All references and citations should easily be identifiable
appendix
 The material given here is for optional reading
 Copy of questionnaire
 Interview schedule
 Copy of ethical committee approval
 Copy of institutional approval
Research methodology in otolological research

More Related Content

What's hot (20)

Symposium Vocal Nodules And Polyp
Symposium Vocal Nodules And PolypSymposium Vocal Nodules And Polyp
Symposium Vocal Nodules And Polyp
 
Chronic Rhinosinusitis
Chronic  RhinosinusitisChronic  Rhinosinusitis
Chronic Rhinosinusitis
 
Congenital lesions of larynx
Congenital lesions of larynxCongenital lesions of larynx
Congenital lesions of larynx
 
Approach to a patient with Haemoptysis
Approach to a patient with HaemoptysisApproach to a patient with Haemoptysis
Approach to a patient with Haemoptysis
 
Foregion Body Esophagus
Foregion Body EsophagusForegion Body Esophagus
Foregion Body Esophagus
 
Physilogy of phonation by Dr.Ashwin Menon
Physilogy of phonation by Dr.Ashwin MenonPhysilogy of phonation by Dr.Ashwin Menon
Physilogy of phonation by Dr.Ashwin Menon
 
A Interesting case of Dysarthria
A Interesting case of Dysarthria A Interesting case of Dysarthria
A Interesting case of Dysarthria
 
Benign lesions of larynx
Benign lesions of larynxBenign lesions of larynx
Benign lesions of larynx
 
Cholesteatoma
CholesteatomaCholesteatoma
Cholesteatoma
 
Impedance audiometry
Impedance audiometryImpedance audiometry
Impedance audiometry
 
Otitis Media with Effusion
Otitis Media with EffusionOtitis Media with Effusion
Otitis Media with Effusion
 
Acoustic schwannoma (Dr. Mahesh)
Acoustic schwannoma (Dr. Mahesh)Acoustic schwannoma (Dr. Mahesh)
Acoustic schwannoma (Dr. Mahesh)
 
Epistasis
EpistasisEpistasis
Epistasis
 
Benign tumours of larynx
Benign tumours of larynxBenign tumours of larynx
Benign tumours of larynx
 
Anatomy of the middle ear
Anatomy of the middle earAnatomy of the middle ear
Anatomy of the middle ear
 
Lung consolidation
Lung consolidationLung consolidation
Lung consolidation
 
OME
OMEOME
OME
 
Presentation1.pptx, radiological imaging of choleteatoma.
Presentation1.pptx, radiological imaging of choleteatoma.Presentation1.pptx, radiological imaging of choleteatoma.
Presentation1.pptx, radiological imaging of choleteatoma.
 
Hoarseness
HoarsenessHoarseness
Hoarseness
 
Everything About Spasmodic dysphonia
Everything About Spasmodic dysphoniaEverything About Spasmodic dysphonia
Everything About Spasmodic dysphonia
 

Viewers also liked

Minimizing bias in assessment of Medical Graduates
Minimizing bias in assessment of Medical GraduatesMinimizing bias in assessment of Medical Graduates
Minimizing bias in assessment of Medical GraduatesBalasubramanian Thiagarajan
 
Classifications in ent
Classifications in entClassifications in ent
Classifications in entMTD Lakshan
 
Obturator /certified fixed orthodontic courses by Indian dental academy
Obturator /certified fixed orthodontic courses by Indian dental academyObturator /certified fixed orthodontic courses by Indian dental academy
Obturator /certified fixed orthodontic courses by Indian dental academyIndian dental academy
 
The great figures in the history of otology
The great figures in the history of otologyThe great figures in the history of otology
The great figures in the history of otologyJonathan McFarland
 
Preface to shakespear
Preface to shakespearPreface to shakespear
Preface to shakespearmunsif123
 
How to Write a Preface and a Foreword
How to Write a Preface and a ForewordHow to Write a Preface and a Foreword
How to Write a Preface and a ForewordScribendi
 
How to write an abstract
How to write an abstractHow to write an abstract
How to write an abstractdanix_cata
 

Viewers also liked (20)

Starting a journal the way to go
Starting a journal the way to goStarting a journal the way to go
Starting a journal the way to go
 
Hands on experience Open Journal Installation
Hands on experience Open Journal InstallationHands on experience Open Journal Installation
Hands on experience Open Journal Installation
 
Clinical otology
Clinical otologyClinical otology
Clinical otology
 
Minimizing bias in assessment of Medical Graduates
Minimizing bias in assessment of Medical GraduatesMinimizing bias in assessment of Medical Graduates
Minimizing bias in assessment of Medical Graduates
 
Classifications in ent
Classifications in entClassifications in ent
Classifications in ent
 
Obturator /certified fixed orthodontic courses by Indian dental academy
Obturator /certified fixed orthodontic courses by Indian dental academyObturator /certified fixed orthodontic courses by Indian dental academy
Obturator /certified fixed orthodontic courses by Indian dental academy
 
The great figures in the history of otology
The great figures in the history of otologyThe great figures in the history of otology
The great figures in the history of otology
 
Ent quiz questions
Ent quiz questionsEnt quiz questions
Ent quiz questions
 
Gene therapy Otolaryngology
Gene therapy  OtolaryngologyGene therapy  Otolaryngology
Gene therapy Otolaryngology
 
Granulomatous lesions of nose
Granulomatous lesions of noseGranulomatous lesions of nose
Granulomatous lesions of nose
 
Oropharyngeal tumorsslideshare
Oropharyngeal tumorsslideshareOropharyngeal tumorsslideshare
Oropharyngeal tumorsslideshare
 
Ent quiz
Ent quizEnt quiz
Ent quiz
 
Total laryngectomy
Total laryngectomyTotal laryngectomy
Total laryngectomy
 
Maxillectomy
MaxillectomyMaxillectomy
Maxillectomy
 
Preface to shakespear
Preface to shakespearPreface to shakespear
Preface to shakespear
 
Maxillectomy a review
Maxillectomy a reviewMaxillectomy a review
Maxillectomy a review
 
Research Methodology
Research MethodologyResearch Methodology
Research Methodology
 
How to Write a Preface and a Foreword
How to Write a Preface and a ForewordHow to Write a Preface and a Foreword
How to Write a Preface and a Foreword
 
How to write an abstract
How to write an abstractHow to write an abstract
How to write an abstract
 
Types of Research
Types of ResearchTypes of Research
Types of Research
 

Similar to Research methodology in otolological research

PR1 Module 5-Methodology-Ppt.ppt
PR1 Module 5-Methodology-Ppt.pptPR1 Module 5-Methodology-Ppt.ppt
PR1 Module 5-Methodology-Ppt.pptjeonalugon1
 
Epidemiological methods
Epidemiological methodsEpidemiological methods
Epidemiological methodsBhoj Raj Singh
 
26738157 sampling-design
26738157 sampling-design26738157 sampling-design
26738157 sampling-designMounzer BOUBOU
 
321423152 e-0016087606-session39134-201012122352 (1)
321423152 e-0016087606-session39134-201012122352 (1)321423152 e-0016087606-session39134-201012122352 (1)
321423152 e-0016087606-session39134-201012122352 (1)Iin Angriyani
 
Sample size & meta analysis
Sample size & meta analysisSample size & meta analysis
Sample size & meta analysisdrsrb
 
SAMPLING IN RESEARCH METHODOLOGY
SAMPLING IN RESEARCH METHODOLOGYSAMPLING IN RESEARCH METHODOLOGY
SAMPLING IN RESEARCH METHODOLOGYFarha Nisha
 
Research techniques; samling and ethics elt
Research techniques; samling and ethics eltResearch techniques; samling and ethics elt
Research techniques; samling and ethics eltAbdo90nussair
 
Biostatistics_Unit_II_ResearchMethodologyBiostatistics.pptx
Biostatistics_Unit_II_ResearchMethodologyBiostatistics.pptxBiostatistics_Unit_II_ResearchMethodologyBiostatistics.pptx
Biostatistics_Unit_II_ResearchMethodologyBiostatistics.pptxPrachi Pandey
 
Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...
Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...
Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...RAHUL PAL
 
Critical appraisal 2012 updated
Critical appraisal 2012 updatedCritical appraisal 2012 updated
Critical appraisal 2012 updatedsanghagirl
 
Bio-Statistics in Bio-Medical research
Bio-Statistics in Bio-Medical researchBio-Statistics in Bio-Medical research
Bio-Statistics in Bio-Medical researchShinjan Patra
 

Similar to Research methodology in otolological research (20)

PR1 Module 5-Methodology-Ppt.ppt
PR1 Module 5-Methodology-Ppt.pptPR1 Module 5-Methodology-Ppt.ppt
PR1 Module 5-Methodology-Ppt.ppt
 
Research design fw 2011
Research design fw 2011Research design fw 2011
Research design fw 2011
 
Epidemiological methods
Epidemiological methodsEpidemiological methods
Epidemiological methods
 
Sampling methods
Sampling methodsSampling methods
Sampling methods
 
Research methodology by hw
 Research methodology by hw Research methodology by hw
Research methodology by hw
 
26738157 sampling-design
26738157 sampling-design26738157 sampling-design
26738157 sampling-design
 
321423152 e-0016087606-session39134-201012122352 (1)
321423152 e-0016087606-session39134-201012122352 (1)321423152 e-0016087606-session39134-201012122352 (1)
321423152 e-0016087606-session39134-201012122352 (1)
 
Methodology
MethodologyMethodology
Methodology
 
Coursebooklet
CoursebookletCoursebooklet
Coursebooklet
 
Sample size & meta analysis
Sample size & meta analysisSample size & meta analysis
Sample size & meta analysis
 
Sampling
Sampling Sampling
Sampling
 
Bgy5901
Bgy5901Bgy5901
Bgy5901
 
RM UNIT 5.pptx
RM UNIT 5.pptxRM UNIT 5.pptx
RM UNIT 5.pptx
 
SAMPLING IN RESEARCH METHODOLOGY
SAMPLING IN RESEARCH METHODOLOGYSAMPLING IN RESEARCH METHODOLOGY
SAMPLING IN RESEARCH METHODOLOGY
 
Research techniques; samling and ethics elt
Research techniques; samling and ethics eltResearch techniques; samling and ethics elt
Research techniques; samling and ethics elt
 
Biostatistics_Unit_II_ResearchMethodologyBiostatistics.pptx
Biostatistics_Unit_II_ResearchMethodologyBiostatistics.pptxBiostatistics_Unit_II_ResearchMethodologyBiostatistics.pptx
Biostatistics_Unit_II_ResearchMethodologyBiostatistics.pptx
 
Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...
Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...
Biostatistics_Unit_II_Research Methodology & Biostatistics_M. Pharm (Pharmace...
 
Critical appraisal 2012 updated
Critical appraisal 2012 updatedCritical appraisal 2012 updated
Critical appraisal 2012 updated
 
Unit 3 Sampling
Unit 3 SamplingUnit 3 Sampling
Unit 3 Sampling
 
Bio-Statistics in Bio-Medical research
Bio-Statistics in Bio-Medical researchBio-Statistics in Bio-Medical research
Bio-Statistics in Bio-Medical research
 

More from Balasubramanian Thiagarajan

More from Balasubramanian Thiagarajan (20)

Facio maxillary trauma
Facio maxillary traumaFacio maxillary trauma
Facio maxillary trauma
 
Chronic otitis media
Chronic otitis mediaChronic otitis media
Chronic otitis media
 
Aom presention
Aom presentionAom presention
Aom presention
 
Physiology of vestibular system
Physiology of vestibular systemPhysiology of vestibular system
Physiology of vestibular system
 
Instruments used in Otolaryngology
Instruments used in OtolaryngologyInstruments used in Otolaryngology
Instruments used in Otolaryngology
 
History of surgery to improve hearing
History of surgery to improve hearingHistory of surgery to improve hearing
History of surgery to improve hearing
 
Reducing Bleeding fess
Reducing Bleeding fessReducing Bleeding fess
Reducing Bleeding fess
 
Malignant tumors involving paranasal sinuses
Malignant tumors involving paranasal sinusesMalignant tumors involving paranasal sinuses
Malignant tumors involving paranasal sinuses
 
Voice disorders
Voice disordersVoice disorders
Voice disorders
 
Pure tone audiometry
Pure tone audiometryPure tone audiometry
Pure tone audiometry
 
Thyroid nodule management
Thyroid nodule managementThyroid nodule management
Thyroid nodule management
 
Ent wiki a short introduction
Ent wiki a short introductionEnt wiki a short introduction
Ent wiki a short introduction
 
Fungal sinusitis an update
Fungal sinusitis an updateFungal sinusitis an update
Fungal sinusitis an update
 
Documentation for medical students
Documentation for medical studentsDocumentation for medical students
Documentation for medical students
 
Acute Laryngotracheal infections
Acute Laryngotracheal infectionsAcute Laryngotracheal infections
Acute Laryngotracheal infections
 
Voice rehabilitation following laryngectomy
Voice rehabilitation following laryngectomyVoice rehabilitation following laryngectomy
Voice rehabilitation following laryngectomy
 
Proptosis
ProptosisProptosis
Proptosis
 
Vocal cord paralysis current concepts
Vocal cord paralysis current conceptsVocal cord paralysis current concepts
Vocal cord paralysis current concepts
 
Radiological anatomy of frontal sinus
Radiological anatomy of frontal sinusRadiological anatomy of frontal sinus
Radiological anatomy of frontal sinus
 
Meniere’s disease
Meniere’s diseaseMeniere’s disease
Meniere’s disease
 

Recently uploaded

Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near MeTop Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Mechennailover
 
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...Anamika Rawat
 
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Availableperfect solution
 
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableCall Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableJanvi Singh
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...mahaiklolahd
 
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...
Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...
Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...adilkhan87451
 
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Anamika Rawat
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...chandars293
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...parulsinha
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426jennyeacort
 
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Sheetaleventcompany
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...chetankumar9855
 
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Ishani Gupta
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...tanya dube
 
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...khalifaescort01
 
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...Dipal Arora
 
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 

Recently uploaded (20)

Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near MeTop Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
Top Rated Call Girls Kerala ☎ 8250092165👄 Delivery in 20 Mins Near Me
 
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
Andheri East ) Call Girls in Mumbai Phone No 9004268417 Elite Escort Service ...
 
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service AvailableCall Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
Call Girls Rishikesh Just Call 9667172968 Top Class Call Girl Service Available
 
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service AvailableCall Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
Call Girls Jaipur Just Call 9521753030 Top Class Call Girl Service Available
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
 
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mysore Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...
Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...
Call Girls in Lucknow Just Call 👉👉7877925207 Top Class Call Girl Service Avai...
 
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 8250077686 Top Class Call Girl Service Available
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
 
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
 
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
Low Rate Call Girls Bangalore {7304373326} ❤️VVIP NISHA Call Girls in Bangalo...
 
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
🌹Attapur⬅️ Vip Call Girls Hyderabad 📱9352852248 Book Well Trand Call Girls In...
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
 
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
 
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls (DIPAL) ⟟ 8250077686 ⟟ Call Me For Genuine Sex Serv...
 
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 8250077686 Top Class Call Girl Service Available
 

Research methodology in otolological research

  • 2. What is ideal research?  Should be reproducible  Should withstand statistical analysis  Should test a theory / hypothesis / belief  Should be beneficial to the public  Should be systematic / empirical / critical /  Should have academic integrity  Should be publishable Desist finding questions to your answers
  • 4. Factors affecting confidence interval  Sample size – Larger the sample size better is the confidence interval  Percentage – Represents the accuracy of the study  Population size – This is least important provided the samples are randomly selected. This is important when the group is relatively small and contains known group of people
  • 5. Confidence level This tells the researcher how confident the actual mean falls within the Confident interval. Standard deviation if applied tells the researcher How much variation that can be expected with the studied sample Size. Ideal SD value is 0.5.
  • 6. Sample size calculation Confidence level = Z This is a constant value 90% - confidence interval - Z score = 1.645 95% - confidence interval - Z score = 1.96 99% - confidence interval - Z score = 2.326 Sample size = (Z-score)2 * Std Dev* (1- SD) / (margin of error)2 ((1.96)² x .5(.5)) / (.05)² (3.8416 x .25) / .0025 .9604 / .0025 384.16
  • 7. Research styles  objective  subjective Ethical committee approval is a must for all types of research
  • 8. Objective type  Physical characteristics  Testing universally applicable rules / laws  Testing hypothesis  Experiments  Surveys Avoid the lure of numbers. Observation of researcher is more vital
  • 9. Subjective type  Involves social life of groups  This study is usually conducted by observation and the findings documented and explanations attempted for the observations  Usually social scientists use this modality Always assume that your work will be scrutinised by the public
  • 10. Types of objective study design  Descriptive  Analytical  Interventional Greatest danger is not failure but non submission of your work
  • 11. Descriptive study design These studies consider variance of disease in respect of time, place and person. Classic example of this design would be an attempted study on the incidence of age related degree of progressive sensori neural hearing loss. These studies provide clues that can be used to design elaborate analytical studies. Two types of descriptive studies are possible i.e. cross sectional and longitudinal.
  • 12. Cross sectional study (Descriptive Design)  This study is based on single examination of cross section of population performed at one point of time  Results can be projected on the whole population provided the study is random in nature  This is a fast and inexpensive way of ascertaining incidence of a disease
  • 13. Cross sectional study - Steps  Objective of the study should be clearly defined  Population under study should also be defined clearly  Disease / health problem to be studied should also be defined clearly (diagnostic criteria should be laid down)  Randomization of the sample should be ensured  Double blind trial has more validity  Make a list of variables  Prepare a questionnaire  Decide on a sample size
  • 14. Longitudinal study (Descriptive design)  Observations are repeated in the same population over a prolonged period of time by means of follow up examinations  Natural history of disease and its future outcome can be studied  Helps in identification of risk factors in disease causation  Also helps in finding out the incidence rate
  • 15. Advantages of descriptive studies  Provides morbidity and mortality data  Provides clue to disease etiology  Generates hypothesis which can be tested by analytical studies  Provides data for planning, organizing and evaluating preventive and curative services  Contributes to research in terms of disease occurrence by time place or person
  • 16. Analytical study design  Classic example of this design would be the study to ascertain odds of developing noise induced hearing loss.  Intensity / duration of noise exposure should be factorized.  Age and sex of the patient (variables).  Analytical study design could be prospective and retrospective
  • 17. Prospective study design (cohort / longitudinal)  Difficult to perform  Tests the hypothesis obtained by descriptive study  Should proceed from cause to effect  This study is carried out on healthy people on whom exposure has occurred and disease has not  Vulnerable groups should be followed over a period of time to identify the risk factor  Costly to perform
  • 18. Cohort study design Population People without disease Exposed Un Exposed Disease No Disease Disease No Disease
  • 19. Retrospective study (case control study)  Easy to design and perform  This study is performed based on medical records  Study includes cases with health problems and controls without disease  They should be matched evenly age for age and sex for sex to be valid  Randomisation is a must  Cost of study affordable
  • 20. Interventional study  Interventional studies attempt to demonstrate the cause-effect relationships by altering the natural history of the disease by intervention aimed at reducing the exposure to the offending agent. (Sound in this case)  Control group should be included for comparison  Randomization should be followed to remove bias  Single / double blind protocol can be followed
  • 21. Beware of variables  They should be identified correctly  Incorrect identification of variables will invalidate the entire research  Factors that could invalidate the entire research should be listed and factorised  The trick is in trying to unearth surprising variables
  • 22. List some of the variables in our hypothetical project  Intensity of noise in decibel  Number of hours of exposure / day  Exposure of workers to ototoxic drugs  Surprising variable – temporary / permanent threshold shift
  • 23. Common pitfalls  Sample size  Variables  Improperly formulated questionnaire  Improperly matched control
  • 24. Types of sample  Convenient sample (ideally suited for our research scenario taken up here)  Judgement sample (according to the one who is familiar with the characteristics of the population under study)  Random sample (gives the most accurate and validated result)
  • 25. Sample size  Don’t hesitate to take the help of statistician at this stage  For any successful research the confidence level should at least be above 90% with error value of a minimum 5-10%  Avoid online sample calculators
  • 26. Variables – dependent / independent variables  All experiments contain variables at least one if not more  These can be measured / studied  Dependent variable – is dependent on independent variable
  • 27. Categorical variables  Nominal variables – Can have two / more categories  Ordinal variable – can have two / more categories that can be ranked  Dichotomous variable – can have only two categories (either or) like male / female
  • 28. Continuous variables  These are quantitative  Classified into interval or ratio variables
  • 29. data analysis  Attempt must be made to summarize the observed variables  If many variables are taken into consideration then coding and categorization should be performed  Study of frequency distribution should be resorted to analyse complex data  Data should be displayed as bar diagram / pie chart / histogram / frequency distribution curves / x-y plots
  • 30. Line graphs  Useful in tracking changes over a period of time  Smaller changes are better displayed  Can also be used to compare changes over time even for more than one group by changing the colour of the line
  • 31. Bar graphs  Can be used to compare things between different groups  Can also be used to track changes over course of time  This graph suits best if the changes are larger
  • 32. Pie charts  Best used when comparing parts of a whole  Cannot be used to show changes over a period of time
  • 33. Area graphs  Similar to line graphs  Can be used to track changes over time  Groups must be categorized before displaying
  • 34. X-y plot  Used to determine relationships between two different things  X-axis is used to plot one variable and the y-axis is used to plot the other  If both variables increase at the same time it is positive relationship  If one variable increases while the other decreases it is negative relationship
  • 35. Mean / median / mode  Mean – is nothing but an average. It is the sum of values divided by the number of values  Median is the value that divides the distribution into half  Mode is the value that occurs most often
  • 36. Variance / standard deviation  This is the most preferred method of variation  It uses all the observation  Variations would be small if the observations are bunched closely  Variations if averaged will always be zero because positive deviations away from the mean would cancel out the negative deviations away from the mean  Squaring the average of deviations is resorted to, and this average of squared value would always stay positive  Standard deviation is a measure of how spread out the numbers are. It is actually the square root of variance and is indicated by Greek letter sigma
  • 37. explanation  Measured heights of dogs in mm  Mean = sum of all the heights divided by 5 (394 mm)
  • 39. calculation  Variance can be calculated by squaring the differences and averaging them (21704)  Standard deviation is square root of variance = 147. This number helps in comparison.  Use p values / chi-square test to test hypothesis
  • 40. Before choosing a topic  Conduct feasibility study  Is it possible to complete within the given time frame  Affordability  Institutional support  Can you obtain necessary literature?  Will the topic be relevant after the completion?
  • 41. Check list  Exact date of submission  Any word limitations  Intermediate deadlines to meet  Rules regarding the publication format  Tutorial support available
  • 42. Points to be borne in mind  No harm should come to participants in the research (physical / mental / social)  Children / elderly / mentally retarded should not be exploited  No physical / environmental damage should be caused  Anonymity / privacy should be ensured  Nothing should be done that would bring disrepute to the institution
  • 43. Interviewer conduct  Friendly and formal  Schedule to be followed  Prior appointment to be sought  Treat all interviewees the same  Prompt don’t direct  Do not volunteer answers  Never be patronising  Be patient
  • 44. Some useful research topics in otology  Incidence of conductive deafness in children and their causes  Incidence of noise induced hearing loss  Measles infection – does it cause otosclerosis ?  Acceptability of hearing aids  Age related normal hearing in Indians
  • 45. Title  Start off with a draft title  Keep polishing it  Avoid question marks in title  Include the period and place of study in the title if possible
  • 46. aim  Here the aim of the study should be stated  Inclusion and exclusion criteria may be stated here as a subheading (ideally done in materials and methods)
  • 47. Introduction - chapter  Should contain an outline of your research  Should contain details of what prompted you to undertake the study  It should also state concisely what you plan to do and where you plan your work  Start writing this chapter first, edit it after completing the project
  • 48. Literature review  This is central to all research  It informs the reader how well you have prepared for the topic  Here you take the opportunity to acknowledge other’s work  It also informs the reader the road you plan to take
  • 49. Materials and methods  Here the exact research methodology followed is described  There should be a description of the tests used  Inclusion and exclusion criteria should be discussed in detail
  • 50. result  Data should be presented  Data analysis should be presented here  Statistical tool used for the analysis should be discussed here
  • 51. conclusion  Take time writing this one  Give your conclusions point by point in clear terms  Results should not be repeated but summarized here  Practical recommendations can be included here
  • 52. Bibliography  List down all the references and citations  All references and citations should easily be identifiable
  • 53. appendix  The material given here is for optional reading  Copy of questionnaire  Interview schedule  Copy of ethical committee approval  Copy of institutional approval

Editor's Notes

  1. What I am not Not a statistician Not an epidemiologist
  2. Ideally confidence interval should be 90 - 95% It represents how accurate your sample matches the population studied.
  3. Larger the sample size better is the confidence interval. This relationship is not linear. 95% confidence level means that your results. In lay terms it tells you the margin of error. If the confidence interval is 50% then the result is questionable.
  4. Sample size calculation for 95% confidence interval. Margin of error is another constant = .05 This equation is for unknown population size / very large population size. If the population size is small or known then calculators are available
  5. Analysis of objectively observable data
  6. Descriptive study design helps in formulation of idea for analytical / interventional studies.
  7. This study describes the data being studied. It is also known as statistical research. It just gathers accurate data but does not go behind the scene to Explain the cause. Cross sectional study: Is a single examination performed on a cross section of population At one point of time. Results can be projected across the whole population provided It is performed in a random manner. These are fast inexpensive way of determining the incidence Of a disease.
  8. A small modification of this study could make it more useful if a series of cross sectional studies Are performed at several points in time. This is known as serial survey design
  9. Objective of the study should be SMART: Specific Measurable Attainable Realistic Time bound
  10. This design checks whether outcome is related to exposure. Can be observational researcher does not influence / interventional (clinical drug trials)
  11. Tests the hypothesis obtained by descriptive study or review of literature Cohort – group of persons possessing a characteristic in common
  12. Cohort is chosen from general population Divided into 2 groups exposed and unexposed Both groups should be evenly matched Disease outcome and diagnostic criteria should be defined before hand Follow up is similar for both groups Exposed: with disease = a without disease = b Unexposed: with disease = c without disease = d Sample size a+b+c+d Exposed incidence rate:a/a+b x100 Unexposed incidence rate: c/c+d x 100 Relative risk = a/a+b ______ c/c+d
  13. Starts from a health condition and goes backwards through medical records. This study is done to find a cause in diseased patients where the disease is rare with a long latency
  14. Sparrow story
  15. Teacher wants to know how students secure marks in maths test: Dependent variable – test mark (0-100) Independent variable – revision time / IQ of the student. In experimental research the aim is usually to manipulate independent variables and then Examine the effect this change has on dependent variable. In non experimental research the researcher should not manipulate independent variables. Eg. Study of behavioural changes after using narcotics.
  16. Nominal variables – discrete and qualitative Eg. Properties: types include House, shop condo etc. Ordinal variable: qualitative ranking like good / average / bad
  17. Interval variable – difference between 10-20 degrees C is 10 Difference between 40 – 50 degrees is also 10 Ratio variables are interval variables. It is a ratio of measurements. A distance of 10 m is equal to twice the distance of 5 m. (zero is clearly defined)
  18. median – if observations are arranged in increasing order then the median is the middle of the observation
  19. All values to be considered.
  20. Mean height calculated and plotted. Difference from mean is plotted
  21. Variance is = 206 2 + 76 2 + (-224) 2 + 36 2 + (94 2) ______________________________________________________ 5