SlideShare a Scribd company logo
1 of 33
STUDY DESIGNS
Definition
• A study design is a specific plan or
protocol for conducting the study, which
allows the investigator to translate the
conceptual hypothesis into an operational
one.
Definition of Terms
• Case studies-An in depth examination of
groups of people.
• Phenomenological studies-Examine human
experiences through the descriptions that
are provided by the people involved.
Cont…
• Action research-seeks attention to improve
practice and studies the effects of the action
that was taken.
• Historical studies-concerned with the
identification, location and synthesis of
data from the past.
Choice of Study Design
Depends on:
–Research Questions
–Research Goals
–Researcher Beliefs and Values
–Researcher Skills
–Time and Funds
Cont…
It is also related to:
• Status of existent knowledge
• Occurrence of disease
• Duration of latent period
• Nature and availability of information
• Available resources
Types of Study Designs
• Qualitative
• Quantitative
–Observational
•Basic
•Hybrid
•Incomplete
Observational Designs
(Classification II)
• Preliminary (case-reports, case-series)
• Basic (cross-sectional, case-control, cohort
[prospective, retrospective] )
• Hybrid (two or more of the above, nested
case-control within cohort, etc)
Quantitative study design cont…
• Quasi experiment – used to estimate the causal impact of
an intervention using treatment and control groups
• Correlational – study of relationship or connection
between two variables
• Descriptive – study to depict participants in their natural
occurrence or accurately
• Survey – research that gets information from a specific
group of people and can be done on phone, face to face or email
• Experimental - controlled factor or variable is subjected
to a certain treatment or intervention to compare with a factor
kept constant
• Comparative - compares two groups of participants in an
attempt to draw a conclusion on the subject of study
• Evaluative – determines the impact of an intervention or
program mostly in a social context
RCT
– The “gold standard” of research designs.
They thus provide the most convincing
evidence of relationship between exposure
and effect.
– Example:
Trials of hormone replacement therapy
in menopausal women found no
protection for heart disease,
contradicting findings of prior
observational studies
Qualitative study designs
• The grounded theory tradition, with roots
in sociology, seeks to describe and
understand the key social psychological
processes that occur in a social setting
It was developed in the 1960s Glaser and
Strauss (1967).
• Phenomenology, rooted in a philosophical
tradition developed by Husserl and
Heidegger, is concerned with the lived
experiences of humans.
• Its an approach to thinking about what life
experiences of people are like and what they
mean
• Ethnography is the primary research tradition
within anthropology, and provides a
framework for studying the lifeways and
experiences of a defined cultural group.
• Ethnographers typically engage in
extensive fieldwork, often participating in the
life of the culture under study.
Historical Research
• “History is an estimate of the past from the
standpoint of the present.”
• Historical research examines the events of the
past.
• Historical research increases the nurse’s
understanding of their profession.
Philosophical Inquiry
• Philosophical researcher considers an idea or issue
from all perspectives through an extensive exploration
of the literature, examining conceptual meaning,
raising questions, proposing answers, and suggesting
the implications of the answers.
• The purpose of philosophical inquiry is to perform
research using intellectual analyses to clarify meanings,
make values manifest, identify ethics and study the
nature of knowledge.
• It consists of 3 types: Foundational inquiry,
Philosophical analysis and Ethical inquiry.
Critical Social Theory
• Critical social theory involves analysis of
systems of thought that lead to patterns of
domination and prevent personal growth of
individuals within a society.
Qualitative Research Techniques
• Participant observation
– Gains insight into understanding cultural patterns to
determine what’s necessary and needed in tool
development (complementary to interviews)
• Interviews/Focus groups with
stakeholders
– Explores how tools are used and could be used in a
novice programming course
– Gains insight into the meaning of tools for students for
learning to program
Cont…
• Data analysis
– Themes arising from data would provide insight into
current “learning to program” issues and see what is
important to students / tutors / administrators
• Survey
– Useful for verifying results on a larger scale
• User Testing
– Useful for triangulating results
Rigor in Qualitative Research
• Dependability
• Credibility
• Transferability
• Confirmability
Dependability
• Refers to the stability & trackability of the
changes in data over time & conditions
• Reflects the reality that people’s situations
change & reality differs for people
• Want to determine the extent to which
another researcher with similar training &
rapport with participants would make the
same observations
• This is determined by an audit trail
Credibility
• Refers to the accuracy of the description
• Enhanced by prolonged time in the field
• Repeatedly observing & interacting with
participants
• Triangulation (that facilitates validation of
data through cross verification from two or
more sources of data, methods, data type,
investigators, & theories
• Member checks-participants involved with
data analysis
Transferability
• Concerned with generalizability or
fittingness of findings to other settings,
populations, & contexts
• Lack of transferability is often viewed as a
weakness of qualitative methods
Confirmability
• Neutrality is the focus
• Do conclusions depend upon the subjects &
conditions of inquiry rather than on the
researcher
• Would 2 independent researchers agree about
the meanings emerging from the data
• An audit trail is used
• Researcher must explicate how personal biases
may have come into play and consider
alternative explanations
Advantages of Qualitative
• Helps explain
relationships in detail;
individualistic
• Can help validate
quantitative findings by
further investigation
• Can help close gap
between research and
practice
– Needs of individuals in
institutions
– Study problems more
relevant to policy makers
• Less dependent on
instrument
• Can bring change in
institutions and society
– In-depth
– Personalized
– Examines specific issues
Disadvantages of Qualitative
• Strong dependency on
sample population
– Access
– Honest and valid
information
• Time and resources
needed for collection and
analysis is intensive
• Lack of objectivity and
bias by researcher
– Inferences made
– Incorrect conclusions
• Convenience sampling
• Lack of training or
knowledge about
methodology
• Lack of ability to
produce and
comprehend research
Study populations
• Cross-sectional: where only ONE set of
observations is collected for every unit in the
study, at a certain point in time, disregarding
the length of time of the study as a whole.
• Longitudinal: where TWO or MORE sets of
observations are collected for every unit in the
study, i.e. follow-up is involved in order to
allow monitoring of a certain population
(cohort) over a specified period of time. Such
populations are AT RISK (disease-free) at the
start of the study.
Case-series:
Clinical case series
• Clinical case-series: usually a coherent and
consecutive set of cases of a disease (or similar
problem) which derive from either the practice of
one or more health care professionals or a defined
health care setting, e.g. a hospital or family
practice.
• A case-series is, effectively, a register of cases.
• Analyse cases together to learn about the disease.
• Clinical case-series are of value for:
– Studying symptoms and signs
– Creating case definitions
– Clinical education, audit and research
Case series:
Population based
• When a clinical case-series is complete for a
defined geographical area for which the
population is known, it is, effectively, a
population based case-series consisting of a
population register of cases.
• The most important case-series are registers
of serious diseases or deaths, and of health
service utilisation, e.g. hospital
admissions.
• Usually compiled for administrative and legal
reasons.
Cross-sectional Studies
(Community health studies,
surveys)
• Characteristics: detects point prevalence; relative
conditions; allows for stratification
• Merits: feasible; quick; economic; allows study of
several diseases / exposures; useful for estimation of
the population burden, health planning and priority
setting of health problems
• Limitations: temporal ambiguity (cannot
determine whether the exposure preceded
outcome); possible measurement error; not suitable
for rare conditions; liable to survivor bias
• Effect measure: Odds Ratio
Cohort Studies
• Characteristics: follow-up period
(prospective; retrospective)
• Merits: no temporal ambiguity; several
outcomes could be studied at the same
time; suitable for incidence estimation
• Limitations (of prospective type):
expensive; time-consuming; inefficient for
rare diseases; may not be feasible
• Effect measure: Risk Ratio (Relative Risk)
Advantages of Quantitative
• Observations are used
throughout studies
• Formulating hypotheses
allows for speculation
about outcomes;
applicable instrument
• Safeguards used to
minimize or eliminate
bias
• Predicts correlation
between objects
• Systematic data
collection and analysis
• Generalizable to other
institutions for further
research
• Recognized criteria for
assessment and validity
• More research
conducted by this
method
Disadvantages of Quantitative
• Should only be used if
data can be measured by
numbers, results
quantified
• Instrument or method
chosen is subjective and
research is dependent
upon tool chosen
• Lack of independent
thought by researcher
when dependent on
instrument or
mathematics used to
extract or evaluate data
• Individuals’ decisions not
evaluated based on their
culture or social interactions
• Decisions made without regard
to individual human thought or
choice to predict behavior
• All individuals are measured
same way
– Experiences
– Backgrounds
– Intelligence
– Ability to change decisions at
any given point in time
– Independent though
Comparison
Qualitative
• Understanding
• Interview/observation
• Discovering frameworks
• Textual (words)
• Theory generating
• Quality of informant more
important than sample size
• Subjective
• Embedded knowledge
• Models of analysis: fidelity to
text or words of interviewees
Quantitative
• Prediction
• Survey/questionnaires
• Existing frameworks
• Numerical
• Theory testing
(experimental)
• Sample size core issue in
reliability of data
• Objective
• Public
• Model of analysis:
parametric, non-parametric

More Related Content

Similar to Study designs 2.pptx community health nursing 2

Materials and methods
Materials and methodsMaterials and methods
Materials and methodsCharlaneDiasnes
 
Module 6 introduction_to_research_design_df_final2
Module 6 introduction_to_research_design_df_final2Module 6 introduction_to_research_design_df_final2
Module 6 introduction_to_research_design_df_final2CharlaneDiasnes
 
An Introduction to Research Methods in Education
An Introduction to Research Methods in EducationAn Introduction to Research Methods in Education
An Introduction to Research Methods in EducationEl Sameeha
 
FUNDAMENTAL RESEARCH PRESENTATION.pptx
FUNDAMENTAL RESEARCH  PRESENTATION.pptxFUNDAMENTAL RESEARCH  PRESENTATION.pptx
FUNDAMENTAL RESEARCH PRESENTATION.pptxTamnnakumari
 
Qualitative research
Qualitative researchQualitative research
Qualitative researchDamtew Hunduma
 
pawlosppt CH3.pptx
pawlosppt CH3.pptxpawlosppt CH3.pptx
pawlosppt CH3.pptxMulukebGetachew
 
OVERVIEW OF RESEARCH.pptx
OVERVIEW OF RESEARCH.pptxOVERVIEW OF RESEARCH.pptx
OVERVIEW OF RESEARCH.pptxAyoadeMoses1
 
criticalappraisalofqualitativeresearch-140210171046-phpapp02.pdf
criticalappraisalofqualitativeresearch-140210171046-phpapp02.pdfcriticalappraisalofqualitativeresearch-140210171046-phpapp02.pdf
criticalappraisalofqualitativeresearch-140210171046-phpapp02.pdfAhmadRifai26493
 
Distinguish technical terms used in research EN10V-Iva-30.pptx
Distinguish technical terms used in research EN10V-Iva-30.pptxDistinguish technical terms used in research EN10V-Iva-30.pptx
Distinguish technical terms used in research EN10V-Iva-30.pptxJONALYNNGAPPOL
 
Critical appraisal of qualitative research
Critical appraisal of qualitative researchCritical appraisal of qualitative research
Critical appraisal of qualitative researchDr. Faisal Al Haddad
 
Class 6 research quality in qualitative methods rev may 2014
Class 6 research quality in qualitative methods rev may 2014Class 6 research quality in qualitative methods rev may 2014
Class 6 research quality in qualitative methods rev may 2014tjcarter
 
Lesson 6 research methodology
Lesson 6 research methodologyLesson 6 research methodology
Lesson 6 research methodologyDr. P.B.Dharmasena
 
Qualitative and quantitative research
Qualitative and quantitative researchQualitative and quantitative research
Qualitative and quantitative researchRedPaspas
 
Qualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONS
Qualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONSQualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONS
Qualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONSselvaraj227
 
Day 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant Divide
Day 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant DivideDay 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant Divide
Day 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant DivideAg4HealthNutrition
 
Research assumptions, delimitations and limitations
Research assumptions, delimitations  and limitationsResearch assumptions, delimitations  and limitations
Research assumptions, delimitations and limitationsEMERENSIA X
 
1 Research methdology (1).ppt
1 Research methdology (1).ppt1 Research methdology (1).ppt
1 Research methdology (1).pptestelaabera
 

Similar to Study designs 2.pptx community health nursing 2 (20)

Materials and methods
Materials and methodsMaterials and methods
Materials and methods
 
Module 6 introduction_to_research_design_df_final2
Module 6 introduction_to_research_design_df_final2Module 6 introduction_to_research_design_df_final2
Module 6 introduction_to_research_design_df_final2
 
An Introduction to Research Methods in Education
An Introduction to Research Methods in EducationAn Introduction to Research Methods in Education
An Introduction to Research Methods in Education
 
FUNDAMENTAL RESEARCH PRESENTATION.pptx
FUNDAMENTAL RESEARCH  PRESENTATION.pptxFUNDAMENTAL RESEARCH  PRESENTATION.pptx
FUNDAMENTAL RESEARCH PRESENTATION.pptx
 
Qualitative research
Qualitative researchQualitative research
Qualitative research
 
pawlosppt CH3.pptx
pawlosppt CH3.pptxpawlosppt CH3.pptx
pawlosppt CH3.pptx
 
Introduction to Research
Introduction to ResearchIntroduction to Research
Introduction to Research
 
Qualitative research methods for student
Qualitative research methods for studentQualitative research methods for student
Qualitative research methods for student
 
Amsale Read.ppt
Amsale Read.pptAmsale Read.ppt
Amsale Read.ppt
 
OVERVIEW OF RESEARCH.pptx
OVERVIEW OF RESEARCH.pptxOVERVIEW OF RESEARCH.pptx
OVERVIEW OF RESEARCH.pptx
 
criticalappraisalofqualitativeresearch-140210171046-phpapp02.pdf
criticalappraisalofqualitativeresearch-140210171046-phpapp02.pdfcriticalappraisalofqualitativeresearch-140210171046-phpapp02.pdf
criticalappraisalofqualitativeresearch-140210171046-phpapp02.pdf
 
Distinguish technical terms used in research EN10V-Iva-30.pptx
Distinguish technical terms used in research EN10V-Iva-30.pptxDistinguish technical terms used in research EN10V-Iva-30.pptx
Distinguish technical terms used in research EN10V-Iva-30.pptx
 
Critical appraisal of qualitative research
Critical appraisal of qualitative researchCritical appraisal of qualitative research
Critical appraisal of qualitative research
 
Class 6 research quality in qualitative methods rev may 2014
Class 6 research quality in qualitative methods rev may 2014Class 6 research quality in qualitative methods rev may 2014
Class 6 research quality in qualitative methods rev may 2014
 
Lesson 6 research methodology
Lesson 6 research methodologyLesson 6 research methodology
Lesson 6 research methodology
 
Qualitative and quantitative research
Qualitative and quantitative researchQualitative and quantitative research
Qualitative and quantitative research
 
Qualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONS
Qualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONSQualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONS
Qualitative analysis of data. STRATEGIES FOR ANALYZING OBSERVATIONS
 
Day 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant Divide
Day 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant DivideDay 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant Divide
Day 1 - Quisumbing and Davis - Moving Beyond the Qual-Quant Divide
 
Research assumptions, delimitations and limitations
Research assumptions, delimitations  and limitationsResearch assumptions, delimitations  and limitations
Research assumptions, delimitations and limitations
 
1 Research methdology (1).ppt
1 Research methdology (1).ppt1 Research methdology (1).ppt
1 Research methdology (1).ppt
 

More from akoeljames8543

ASTHMA PRESENTATION.pptx midwifery pregnancy
ASTHMA PRESENTATION.pptx midwifery pregnancyASTHMA PRESENTATION.pptx midwifery pregnancy
ASTHMA PRESENTATION.pptx midwifery pregnancyakoeljames8543
 
SAMPLING METHODS 5.pptx research community health
SAMPLING METHODS 5.pptx research community healthSAMPLING METHODS 5.pptx research community health
SAMPLING METHODS 5.pptx research community healthakoeljames8543
 
Community Nutrition.pdf community health nursing 2
Community Nutrition.pdf community health nursing 2Community Nutrition.pdf community health nursing 2
Community Nutrition.pdf community health nursing 2akoeljames8543
 
Nutrition and HIV.pptx clinical nutrition
Nutrition and HIV.pptx clinical nutritionNutrition and HIV.pptx clinical nutrition
Nutrition and HIV.pptx clinical nutritionakoeljames8543
 
2. preoperative nursing care.pdf medical surgical nursing 1
2. preoperative nursing care.pdf medical surgical nursing 12. preoperative nursing care.pdf medical surgical nursing 1
2. preoperative nursing care.pdf medical surgical nursing 1akoeljames8543
 
1. cancer care.pdf medical surgical nursing 1
1. cancer care.pdf medical surgical nursing 11. cancer care.pdf medical surgical nursing 1
1. cancer care.pdf medical surgical nursing 1akoeljames8543
 
DATA MEASUREMENT, 2021.ppt community health nursing 2
DATA MEASUREMENT, 2021.ppt community health nursing 2DATA MEASUREMENT, 2021.ppt community health nursing 2
DATA MEASUREMENT, 2021.ppt community health nursing 2akoeljames8543
 
Data collection methods 3.pptx community health nursing 2
Data collection methods 3.pptx community health nursing 2Data collection methods 3.pptx community health nursing 2
Data collection methods 3.pptx community health nursing 2akoeljames8543
 
Concepts of Biochemical Reference Values-Nursing Maseno.pptx
Concepts of Biochemical Reference Values-Nursing Maseno.pptxConcepts of Biochemical Reference Values-Nursing Maseno.pptx
Concepts of Biochemical Reference Values-Nursing Maseno.pptxakoeljames8543
 
SPECIMEN COLLECTION LAB SAFETY B.pptx111
SPECIMEN COLLECTION LAB SAFETY B.pptx111SPECIMEN COLLECTION LAB SAFETY B.pptx111
SPECIMEN COLLECTION LAB SAFETY B.pptx111akoeljames8543
 
Pulmonary Function Tests-Nursing Maseno.pptx
Pulmonary Function Tests-Nursing Maseno.pptxPulmonary Function Tests-Nursing Maseno.pptx
Pulmonary Function Tests-Nursing Maseno.pptxakoeljames8543
 
Endocrine disorders-Nursing Maseno.ppt11
Endocrine disorders-Nursing Maseno.ppt11Endocrine disorders-Nursing Maseno.ppt11
Endocrine disorders-Nursing Maseno.ppt11akoeljames8543
 
3. Respiratory presentation.pdf medical surgical nursing
3. Respiratory presentation.pdf medical surgical nursing3. Respiratory presentation.pdf medical surgical nursing
3. Respiratory presentation.pdf medical surgical nursingakoeljames8543
 
Chronic Obstructive Pulmonary Disease[ COPD].pptx
Chronic Obstructive Pulmonary Disease[ COPD].pptxChronic Obstructive Pulmonary Disease[ COPD].pptx
Chronic Obstructive Pulmonary Disease[ COPD].pptxakoeljames8543
 
Atelectasis-Edited.ppt for medical surgical nursing 1
Atelectasis-Edited.ppt for medical surgical nursing 1Atelectasis-Edited.ppt for medical surgical nursing 1
Atelectasis-Edited.ppt for medical surgical nursing 1akoeljames8543
 
4. Pneumothorax, COPD, CVDs.pdf cardiovascular system
4. Pneumothorax, COPD, CVDs.pdf cardiovascular system4. Pneumothorax, COPD, CVDs.pdf cardiovascular system
4. Pneumothorax, COPD, CVDs.pdf cardiovascular systemakoeljames8543
 
PULMONARY EDEMA-WPS Office.pptx for medical surgical nursing
PULMONARY EDEMA-WPS Office.pptx for medical surgical nursingPULMONARY EDEMA-WPS Office.pptx for medical surgical nursing
PULMONARY EDEMA-WPS Office.pptx for medical surgical nursingakoeljames8543
 
23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursing23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursingakoeljames8543
 
23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursing23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursingakoeljames8543
 
Pancreatic-Cancer.ppt presentation for med Surg
Pancreatic-Cancer.ppt presentation for med SurgPancreatic-Cancer.ppt presentation for med Surg
Pancreatic-Cancer.ppt presentation for med Surgakoeljames8543
 

More from akoeljames8543 (20)

ASTHMA PRESENTATION.pptx midwifery pregnancy
ASTHMA PRESENTATION.pptx midwifery pregnancyASTHMA PRESENTATION.pptx midwifery pregnancy
ASTHMA PRESENTATION.pptx midwifery pregnancy
 
SAMPLING METHODS 5.pptx research community health
SAMPLING METHODS 5.pptx research community healthSAMPLING METHODS 5.pptx research community health
SAMPLING METHODS 5.pptx research community health
 
Community Nutrition.pdf community health nursing 2
Community Nutrition.pdf community health nursing 2Community Nutrition.pdf community health nursing 2
Community Nutrition.pdf community health nursing 2
 
Nutrition and HIV.pptx clinical nutrition
Nutrition and HIV.pptx clinical nutritionNutrition and HIV.pptx clinical nutrition
Nutrition and HIV.pptx clinical nutrition
 
2. preoperative nursing care.pdf medical surgical nursing 1
2. preoperative nursing care.pdf medical surgical nursing 12. preoperative nursing care.pdf medical surgical nursing 1
2. preoperative nursing care.pdf medical surgical nursing 1
 
1. cancer care.pdf medical surgical nursing 1
1. cancer care.pdf medical surgical nursing 11. cancer care.pdf medical surgical nursing 1
1. cancer care.pdf medical surgical nursing 1
 
DATA MEASUREMENT, 2021.ppt community health nursing 2
DATA MEASUREMENT, 2021.ppt community health nursing 2DATA MEASUREMENT, 2021.ppt community health nursing 2
DATA MEASUREMENT, 2021.ppt community health nursing 2
 
Data collection methods 3.pptx community health nursing 2
Data collection methods 3.pptx community health nursing 2Data collection methods 3.pptx community health nursing 2
Data collection methods 3.pptx community health nursing 2
 
Concepts of Biochemical Reference Values-Nursing Maseno.pptx
Concepts of Biochemical Reference Values-Nursing Maseno.pptxConcepts of Biochemical Reference Values-Nursing Maseno.pptx
Concepts of Biochemical Reference Values-Nursing Maseno.pptx
 
SPECIMEN COLLECTION LAB SAFETY B.pptx111
SPECIMEN COLLECTION LAB SAFETY B.pptx111SPECIMEN COLLECTION LAB SAFETY B.pptx111
SPECIMEN COLLECTION LAB SAFETY B.pptx111
 
Pulmonary Function Tests-Nursing Maseno.pptx
Pulmonary Function Tests-Nursing Maseno.pptxPulmonary Function Tests-Nursing Maseno.pptx
Pulmonary Function Tests-Nursing Maseno.pptx
 
Endocrine disorders-Nursing Maseno.ppt11
Endocrine disorders-Nursing Maseno.ppt11Endocrine disorders-Nursing Maseno.ppt11
Endocrine disorders-Nursing Maseno.ppt11
 
3. Respiratory presentation.pdf medical surgical nursing
3. Respiratory presentation.pdf medical surgical nursing3. Respiratory presentation.pdf medical surgical nursing
3. Respiratory presentation.pdf medical surgical nursing
 
Chronic Obstructive Pulmonary Disease[ COPD].pptx
Chronic Obstructive Pulmonary Disease[ COPD].pptxChronic Obstructive Pulmonary Disease[ COPD].pptx
Chronic Obstructive Pulmonary Disease[ COPD].pptx
 
Atelectasis-Edited.ppt for medical surgical nursing 1
Atelectasis-Edited.ppt for medical surgical nursing 1Atelectasis-Edited.ppt for medical surgical nursing 1
Atelectasis-Edited.ppt for medical surgical nursing 1
 
4. Pneumothorax, COPD, CVDs.pdf cardiovascular system
4. Pneumothorax, COPD, CVDs.pdf cardiovascular system4. Pneumothorax, COPD, CVDs.pdf cardiovascular system
4. Pneumothorax, COPD, CVDs.pdf cardiovascular system
 
PULMONARY EDEMA-WPS Office.pptx for medical surgical nursing
PULMONARY EDEMA-WPS Office.pptx for medical surgical nursingPULMONARY EDEMA-WPS Office.pptx for medical surgical nursing
PULMONARY EDEMA-WPS Office.pptx for medical surgical nursing
 
23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursing23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursing
 
23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursing23470206-Esophageal-Cancer.ppt for medical surgical nursing
23470206-Esophageal-Cancer.ppt for medical surgical nursing
 
Pancreatic-Cancer.ppt presentation for med Surg
Pancreatic-Cancer.ppt presentation for med SurgPancreatic-Cancer.ppt presentation for med Surg
Pancreatic-Cancer.ppt presentation for med Surg
 

Recently uploaded

Sonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Sonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowSonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Sonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowRiya Pathan
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...narwatsonia7
 
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service ChennaiCall Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service ChennaiNehru place Escorts
 
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment BookingHousewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Bookingnarwatsonia7
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...narwatsonia7
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...Miss joya
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableNehru place Escorts
 
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original PhotosCall Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photosnarwatsonia7
 
Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...
Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...
Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...narwatsonia7
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Miss joya
 
Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...
Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...
Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...narwatsonia7
 
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...Nehru place Escorts
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Serviceparulsinha
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...CALL GIRLS
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...Miss joya
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.MiadAlsulami
 
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Miss joya
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...Miss joya
 

Recently uploaded (20)

Sonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Sonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call NowSonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
Sonagachi Call Girls Services 9907093804 @24x7 High Class Babes Here Call Now
 
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
VIP Call Girls Tirunelveli Aaradhya 8250192130 Independent Escort Service Tir...
 
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service ChennaiCall Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
Call Girls Service Chennai Jiya 7001305949 Independent Escort Service Chennai
 
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment BookingHousewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
Housewife Call Girls Hoskote | 7001305949 At Low Cost Cash Payment Booking
 
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
Russian Call Girl Brookfield - 7001305949 Escorts Service 50% Off with Cash O...
 
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
VIP Call Girls Pune Vrinda 9907093804 Short 1500 Night 6000 Best call girls S...
 
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls AvailableVip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
Vip Call Girls Anna Salai Chennai 👉 8250192130 ❣️💯 Top Class Girls Available
 
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original PhotosCall Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
Call Girl Service Bidadi - For 7001305949 Cheap & Best with original Photos
 
Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...
Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...
Low Rate Call Girls Ambattur Anika 8250192130 Independent Escort Service Amba...
 
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
Russian Call Girls in Pune Tanvi 9907093804 Short 1500 Night 6000 Best call g...
 
Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...
Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...
Call Girls Service in Bommanahalli - 7001305949 with real photos and phone nu...
 
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
Russian Call Girls in Chennai Pallavi 9907093804 Independent Call Girls Servi...
 
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort ServiceCall Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
Call Girls Service In Shyam Nagar Whatsapp 8445551418 Independent Escort Service
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
Call Girls Service Surat Samaira ❤️🍑 8250192130 👄 Independent Escort Service ...
 
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
College Call Girls Pune Mira 9907093804 Short 1500 Night 6000 Best call girls...
 
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
Artifacts in Nuclear Medicine with Identifying and resolving artifacts.
 
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
Low Rate Call Girls Pune Esha 9907093804 Short 1500 Night 6000 Best call girl...
 
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
VIP Call Girls Pune Vani 9907093804 Short 1500 Night 6000 Best call girls Ser...
 
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
Russian Call Girls in Delhi Tanvi ➡️ 9711199012 💋📞 Independent Escort Service...
 

Study designs 2.pptx community health nursing 2

  • 2. Definition • A study design is a specific plan or protocol for conducting the study, which allows the investigator to translate the conceptual hypothesis into an operational one.
  • 3. Definition of Terms • Case studies-An in depth examination of groups of people. • Phenomenological studies-Examine human experiences through the descriptions that are provided by the people involved.
  • 4. Cont… • Action research-seeks attention to improve practice and studies the effects of the action that was taken. • Historical studies-concerned with the identification, location and synthesis of data from the past.
  • 5. Choice of Study Design Depends on: –Research Questions –Research Goals –Researcher Beliefs and Values –Researcher Skills –Time and Funds
  • 6. Cont… It is also related to: • Status of existent knowledge • Occurrence of disease • Duration of latent period • Nature and availability of information • Available resources
  • 7. Types of Study Designs • Qualitative • Quantitative –Observational •Basic •Hybrid •Incomplete
  • 8. Observational Designs (Classification II) • Preliminary (case-reports, case-series) • Basic (cross-sectional, case-control, cohort [prospective, retrospective] ) • Hybrid (two or more of the above, nested case-control within cohort, etc)
  • 9. Quantitative study design cont… • Quasi experiment – used to estimate the causal impact of an intervention using treatment and control groups • Correlational – study of relationship or connection between two variables • Descriptive – study to depict participants in their natural occurrence or accurately • Survey – research that gets information from a specific group of people and can be done on phone, face to face or email • Experimental - controlled factor or variable is subjected to a certain treatment or intervention to compare with a factor kept constant • Comparative - compares two groups of participants in an attempt to draw a conclusion on the subject of study • Evaluative – determines the impact of an intervention or program mostly in a social context
  • 10. RCT – The “gold standard” of research designs. They thus provide the most convincing evidence of relationship between exposure and effect. – Example: Trials of hormone replacement therapy in menopausal women found no protection for heart disease, contradicting findings of prior observational studies
  • 11. Qualitative study designs • The grounded theory tradition, with roots in sociology, seeks to describe and understand the key social psychological processes that occur in a social setting It was developed in the 1960s Glaser and Strauss (1967).
  • 12. • Phenomenology, rooted in a philosophical tradition developed by Husserl and Heidegger, is concerned with the lived experiences of humans. • Its an approach to thinking about what life experiences of people are like and what they mean
  • 13. • Ethnography is the primary research tradition within anthropology, and provides a framework for studying the lifeways and experiences of a defined cultural group. • Ethnographers typically engage in extensive fieldwork, often participating in the life of the culture under study.
  • 14. Historical Research • “History is an estimate of the past from the standpoint of the present.” • Historical research examines the events of the past. • Historical research increases the nurse’s understanding of their profession.
  • 15. Philosophical Inquiry • Philosophical researcher considers an idea or issue from all perspectives through an extensive exploration of the literature, examining conceptual meaning, raising questions, proposing answers, and suggesting the implications of the answers. • The purpose of philosophical inquiry is to perform research using intellectual analyses to clarify meanings, make values manifest, identify ethics and study the nature of knowledge. • It consists of 3 types: Foundational inquiry, Philosophical analysis and Ethical inquiry.
  • 16. Critical Social Theory • Critical social theory involves analysis of systems of thought that lead to patterns of domination and prevent personal growth of individuals within a society.
  • 17. Qualitative Research Techniques • Participant observation – Gains insight into understanding cultural patterns to determine what’s necessary and needed in tool development (complementary to interviews) • Interviews/Focus groups with stakeholders – Explores how tools are used and could be used in a novice programming course – Gains insight into the meaning of tools for students for learning to program
  • 18. Cont… • Data analysis – Themes arising from data would provide insight into current “learning to program” issues and see what is important to students / tutors / administrators • Survey – Useful for verifying results on a larger scale • User Testing – Useful for triangulating results
  • 19. Rigor in Qualitative Research • Dependability • Credibility • Transferability • Confirmability
  • 20. Dependability • Refers to the stability & trackability of the changes in data over time & conditions • Reflects the reality that people’s situations change & reality differs for people • Want to determine the extent to which another researcher with similar training & rapport with participants would make the same observations • This is determined by an audit trail
  • 21. Credibility • Refers to the accuracy of the description • Enhanced by prolonged time in the field • Repeatedly observing & interacting with participants • Triangulation (that facilitates validation of data through cross verification from two or more sources of data, methods, data type, investigators, & theories • Member checks-participants involved with data analysis
  • 22. Transferability • Concerned with generalizability or fittingness of findings to other settings, populations, & contexts • Lack of transferability is often viewed as a weakness of qualitative methods
  • 23. Confirmability • Neutrality is the focus • Do conclusions depend upon the subjects & conditions of inquiry rather than on the researcher • Would 2 independent researchers agree about the meanings emerging from the data • An audit trail is used • Researcher must explicate how personal biases may have come into play and consider alternative explanations
  • 24. Advantages of Qualitative • Helps explain relationships in detail; individualistic • Can help validate quantitative findings by further investigation • Can help close gap between research and practice – Needs of individuals in institutions – Study problems more relevant to policy makers • Less dependent on instrument • Can bring change in institutions and society – In-depth – Personalized – Examines specific issues
  • 25. Disadvantages of Qualitative • Strong dependency on sample population – Access – Honest and valid information • Time and resources needed for collection and analysis is intensive • Lack of objectivity and bias by researcher – Inferences made – Incorrect conclusions • Convenience sampling • Lack of training or knowledge about methodology • Lack of ability to produce and comprehend research
  • 26. Study populations • Cross-sectional: where only ONE set of observations is collected for every unit in the study, at a certain point in time, disregarding the length of time of the study as a whole. • Longitudinal: where TWO or MORE sets of observations are collected for every unit in the study, i.e. follow-up is involved in order to allow monitoring of a certain population (cohort) over a specified period of time. Such populations are AT RISK (disease-free) at the start of the study.
  • 27. Case-series: Clinical case series • Clinical case-series: usually a coherent and consecutive set of cases of a disease (or similar problem) which derive from either the practice of one or more health care professionals or a defined health care setting, e.g. a hospital or family practice. • A case-series is, effectively, a register of cases. • Analyse cases together to learn about the disease. • Clinical case-series are of value for: – Studying symptoms and signs – Creating case definitions – Clinical education, audit and research
  • 28. Case series: Population based • When a clinical case-series is complete for a defined geographical area for which the population is known, it is, effectively, a population based case-series consisting of a population register of cases. • The most important case-series are registers of serious diseases or deaths, and of health service utilisation, e.g. hospital admissions. • Usually compiled for administrative and legal reasons.
  • 29. Cross-sectional Studies (Community health studies, surveys) • Characteristics: detects point prevalence; relative conditions; allows for stratification • Merits: feasible; quick; economic; allows study of several diseases / exposures; useful for estimation of the population burden, health planning and priority setting of health problems • Limitations: temporal ambiguity (cannot determine whether the exposure preceded outcome); possible measurement error; not suitable for rare conditions; liable to survivor bias • Effect measure: Odds Ratio
  • 30. Cohort Studies • Characteristics: follow-up period (prospective; retrospective) • Merits: no temporal ambiguity; several outcomes could be studied at the same time; suitable for incidence estimation • Limitations (of prospective type): expensive; time-consuming; inefficient for rare diseases; may not be feasible • Effect measure: Risk Ratio (Relative Risk)
  • 31. Advantages of Quantitative • Observations are used throughout studies • Formulating hypotheses allows for speculation about outcomes; applicable instrument • Safeguards used to minimize or eliminate bias • Predicts correlation between objects • Systematic data collection and analysis • Generalizable to other institutions for further research • Recognized criteria for assessment and validity • More research conducted by this method
  • 32. Disadvantages of Quantitative • Should only be used if data can be measured by numbers, results quantified • Instrument or method chosen is subjective and research is dependent upon tool chosen • Lack of independent thought by researcher when dependent on instrument or mathematics used to extract or evaluate data • Individuals’ decisions not evaluated based on their culture or social interactions • Decisions made without regard to individual human thought or choice to predict behavior • All individuals are measured same way – Experiences – Backgrounds – Intelligence – Ability to change decisions at any given point in time – Independent though
  • 33. Comparison Qualitative • Understanding • Interview/observation • Discovering frameworks • Textual (words) • Theory generating • Quality of informant more important than sample size • Subjective • Embedded knowledge • Models of analysis: fidelity to text or words of interviewees Quantitative • Prediction • Survey/questionnaires • Existing frameworks • Numerical • Theory testing (experimental) • Sample size core issue in reliability of data • Objective • Public • Model of analysis: parametric, non-parametric