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Research Process
(For ; Diploma, Undergraduate and Postgraduate students)
BY MUTHAMA, JAPHETH MUTINDA
19/08/15 Muthama 1
©Jae 2013
DESINED AND EDITED
BY:
MUTHAMA, JAPHETH
MUTINDA
PhD; Pursuing(JKUAT)
MBA (Finance)-Maseno
University.
BA; Hons (Economics) with
information Technology –Maseno
university.
CPA, COMPUTERISED
ACCOUNTING….
19/08/15 Muthama 2
Lecture outlines
Objectives of quantitative research
Main features in quantitative and qualitative research
Data collection
Limitations in quantitative and qualitative research
Concept of using combined research
19/08/15 Muthama 3
I can define research as a scientific way of answering questions and
testing hypothesis.
19/08/15 Muthama 4
What is Research?
Research
Discover new knowledge
Seek answers to questions
Basic research
Goal: Expand man’s knowledge (e.g., which genes control social
behavior of honey bees? )
Often driven by curiosity (but not always)
Applied research
Goal: Improve human condition (i.e., improve the world) (e.g., how
to cure cancers?)
Driven by practical needs
The boundary is vague; distinction isn’t important
5
19/08/15 Muthama
Research Study
A research study can be undertaken for two
different purposes:
1. To solve a currently existing problem
(applied research)
2. To contribute to the general body of
knowledge in a particular area of interest
(basic/fundamental research)
19/08/15 Muthama 6
Overview to Research Studies
Why Do Research Studies?
To collect data on usual and unusual events,
conditions, & population groups
To test hypotheses formulated from observations
and/or intuition
Ultimately, to understand better one’s world and
make “sense of it”
19/08/15 Muthama 7
Research Methods
Empirical research: evaluate and compare existing
solutions (e.g., “a comparative evaluation of
treatment A vs. treatment B”)
 The “E-C-E cycle” of research:
exploratoryconstructiveempiricalexploratory…
8
19/08/15 Muthama
Research Process
Identification of the topic (e.g., Web search,
review of literature)
Hypothesis formulation (e.g., treatment X is
better than Y=state-of-the-art)
Experiment design (measures, methods, data,
etc)
9
19/08/15 Muthama
Research Process
Test hypothesis (e.g., compare X and Y on the
data)
Draw conclusions and repeat the cycle of
hypothesis formulation and testing if necessary
(e.g., Y is better only for some patients, now
what?)
10
19/08/15 Muthama
Typical Research Process
Look for a high-impact topic (basic or applied)
New problem: define/frame the problem
Identify weakness of existing solutions if any
Propose new methods
Choose study population/data sets (often a main
challenge)
Design evaluation measures/study design
11
19/08/15 Muthama
Typical Research Process
Collect data (need to have clear
research hypotheses)
Analyze results and repeat the steps
above if necessary
Publish research results
12
19/08/15 Muthama
Types of Research Questions and Results
Exploratory (Framework): What’s out there?
Descriptive (Principles): What does it look like?
How does it work?
Evaluative (Empirical results): How well does a
method solve a problem?
13
19/08/15 Muthama
Types of Research Questions and Results
Explanatory (Causes): Why does something
happen the way it happens?
Predictive (Models): What would happen if?
14
19/08/15 Muthama
Looking for Research
Questions
1. Driven by new data: X is a new type of
treatment (e.g., X= OT)
How is X different from existing treatment
alternatives?
What new issues/problems are raised by X?
Are existing methods sufficient for solving old
problems on X? If not, what are the new
challenges?
What new methods are needed?
Are old evaluation measures adequate?

15
19/08/15 Muthama
Looking for Research
Questions
2. Driven by new users: Y is a set of new users
How are the new users different from old
ones? What new needs do they have?
Can existing methods work well to satisfy their
needs? If not, what are the new challenges?
What new functions are appropriate for Y?
16
19/08/15 Muthama
Looking for Research
Questions
Driven by new tasks (not necessarily new
users or new data): Z is a new task (e.g., a
LLIN/itn use, condom use)
What information management functions
are needed to better support Z?
Can these new functions be reduced to old
ones? If not, what are the new challenges?
17
19/08/15 Muthama
Ways to select a research topic
Personal experience
Curiosity based on something in the
community/media
Interest
The state of knowledge in a field
Personal values
Personal circumstances?
19/08/15 Muthama 18
Design the study
19/08/15 Muthama 19
Various types of research study designs
Many classified as “Epidemiological Study
Designs”
Epidemiology often is defined as:
The study of the distribution and
determinants of health-related states or
events in specified populations, and the
application of this study to the control of
health problems.
19/08/15 Muthama 20
Classifications of Research Study Designs:
Three Main Types
1. Observational Studies:1. Observational Studies:
Groups are studied & contrasts made between groups
The observed data collected are analyzed
2. Analytic Studies:2. Analytic Studies:
 Also called Experimental
 Study the impact of a certain therapy
 Ultimately the investigator controls factor being studied
19/08/15 Muthama 21
Classifications of Research Studies: Three
Main Types
3. Clinical Trial:3. Clinical Trial:
Considered the “true” experimental study
“Gold Standard” of clinical research
Often a prospective study that compares the effect and
value of an intervention against a control in human
subjects
19/08/15 Muthama 22
The Different Study Designs
Case-control • Cohort
Case Reports • Case Series
Outcomes Based: • Survey Research:
- Questionnaires
-Quality of Life - Polls
-Decision analysis - Surveys
-Economic Analysis
Meta Analyses
Survival Analysis
Randomized Clinical Trial
19/08/15 Muthama 23
Basic Research Terminology
Retrospective:Retrospective: Refers to time of data
collection
Prospective:Prospective: Refers to time of data collection
Case Control Study:Case Control Study: Persons w/ disease &
those w/out are compared
Cohort Study:Cohort Study: Persons w/ and/or w/out
disease are followed over time
19/08/15 Muthama 24
Terminology (Cont.)
Cross-sectional Study:Cross-sectional Study: Presence or absence of
exposure to possible risk factor measured at one
point in time. Prevalence obtained.
Prevalence:Prevalence: The # of new cases and existing cases
during specified time period.
Incidence:Incidence: The # of NEW cases per unit of a
population at risk for disease occurring during
stated time period.
19/08/15 Muthama 25
Research Methods
Exploratory research: Identify and frame a new
problem (e.g., “a survey”)
Constructive research: Construct a (new) solution
to a problem (e.g., “a new method for laboratory
diagnosis”)
26
19/08/15 Muthama
Collect the Data
19/08/15 Muthama 27
Study Methods
Means of “harvesting” data
Qualitative
Quantitative
19/08/15 Muthama 28
Quantitative vs. Qualitative Methodological Assumption
(Cresswell 1994: 5)
QuantitativeQuantitative QualitativeQualitative
Deductive processDeductive process Inductive processInductive process
Cause and effectCause and effect Mutual simultaneous shaping ofMutual simultaneous shaping of
factorsfactors
Static design – categories isolatedStatic design – categories isolated
before studybefore study
Emerging design – categoriesEmerging design – categories
identified during research processidentified during research process
Generalization leading to prediction,Generalization leading to prediction,
explanation, and understandingexplanation, and understanding
Patterns, theories developed forPatterns, theories developed for
understandingunderstanding
Accurate and reliable throughAccurate and reliable through
validity and reliabilityvalidity and reliability
Accurate and reliable throughAccurate and reliable through
verificationverification
19/08/15 Muthama 29
Six assumptions of qualitative designs (Merriam 1988: 19-20)
1. Qualitative researchers are concerned primarily with
process, rather than outcomes or products.
2. Qualitative researchers are interested in meaning.
3. The qualitative researcher is the primary instrument for
data collection and analysis. Data are mediated
through this human instrument, rather than through
inventories, questionnaires, or machines.
19/08/15 Muthama 30
Six assumptions of qualitative designs (Merriam
1988: 19-20)
4. Qualitative research involves fieldwork. The researcher
physically goes to the people setting, site, or institution
to observe or record behavior in its natural setting.
5. Qualitative research is descriptive in that the researcher
in interested in process, meaning and understanding
gained through words or pictures.
6. The process of qualitative research is inductive in that
the researcher builds abstractions, concepts,
hypotheses, and theories from details.
19/08/15 Muthama 31
Quantitative Methods
Quantitative Descriptive
Descriptive statistics: graphical and numerical
techniques for summarizing data.
Quantitative Analytic
Inferential statistics: procedures for making
generalizations about characteristics of a
population based on information obtained from a
sample taken from that population
19/08/15 Muthama 32
Quantitative research is similar to traditional
scientific methods
Stating in advance the hypothesis and research
question.
Determine the methods of data collection and
analysis.
The findings are presented in statistical
language.
19/08/15 Muthama 33
Quantitative research is similar to traditional
scientific methods (cont.)
Quantitative approach to research involves data
collection methods such as structured
questionnaire, interviews and observations
together with other tools.
On the other hand, in depth interviews and
unstructured observations are associated with
qualitative research.
Researches have to choose methods which are
appropriate for answering their questions.
19/08/15 Muthama 34
Quantitative research features
quantitative research method deals with
quantities and numbers while qualitative
research deals with quality and description
which is too simple and unhelpful.
The purpose of quantitative research is to
measure concepts or variables that are
predetermined objectively and to examine the
relationship between them numerically and
statistically.
19/08/15 Muthama 35
Measurement in Quantitative Research
The following criteria should be fulfilled:
- Validity
- Objectivity (reliability)
- Accuracy
- Precision
19/08/15 Muthama 36
Objective Measurement in Quantitative Research
Objectivity means that the researchers stands
outside the phenomena they study. Data
collected are free from bias.
Objectivity is ensured by many ways e.g.
structured questions, representative sampling
and randomization.
19/08/15 Muthama 37
Objective Measurement in Quantitative Research
(cont.)
Sometimes, researchers may study concepts e.g.
pain, attitudes and fatigue. In such cases, scales
are constructed e.g. self-esteem scale as
subjective measures are crude and not accurate.
Objective measures are more valid and reliable
than subjective measures, the later depend on
self reports.
19/08/15 Muthama 38
Types of Quantitative Data
Data are used to classify groups.
Examples; numbers, amounts, prevalence,
incidence.
Variables can be classified as physical (wt.&
Ht.), physiological (attitude, anxiety), social……
etc.
19/08/15 Muthama 39
Quantitative research features (cont.)
Quantitative research studies the relationship
between concepts and variables e.g. the relation
between social support and quality of life.
Randomized control trials rely on quantitative
measure to determine if the interventions have
the desired effects. Although qualitative
methods may be used to explore some issues
related to intervention.
19/08/15 Muthama 40
Quantitative research features (cont.)
It is clear that quantitative research can provide
data to describe the distribution of a
characteristic or attributes in population, explore
the relationships between them and determine
cause and effect relationship.
19/08/15 Muthama 41
Quantitative Research Example
An evaluation of a teaching intervention to improve
the practice of endotracheal suctioning in I.C.U.
This study measures concepts (Know.& Pract.),
relation between them and tests the effectiveness of
K.&P. in I.C.U.
Data collection was structured and standardized. K. is
measured questionnaire and P. by “structured
observation schedule”
Data are analyzed by statistical tests.
19/08/15 Muthama 42
Quantitative approach as deductive
An approach which tests the researchers’
hypothesis in quantitative studies are termed
deductive.
As such approach tests whether variables are
correlated or one affects another e.g. nutritional
status and pressure ulcers, or factors related to
tobacco use.
Some quantitative studies are inductive as they lead
to formation of new questions ( generate new
hypothesis )
19/08/15 Muthama 43
Quantitative research Main feature
Quantitative research is described as producing
generalisable findings through randomization
and representative sampling.
However, the study is no less quantitative if a
random representative sample is not used.
19/08/15 Muthama 44
Data Collection in Quantitative Research
Questionnaire
Observation schedules
Scales to measure KAP
Instruments to measure physiological and
biomedical indicators
All the above methods should be pre-determined,
structured and standardized.
19/08/15 Muthama 45
Value of Quantitative Research to Nursing
Help nurses to grasp the reality as measurement
is central to every thing that nurses do;
symptoms, relief, improvement in patients i.e.
physical, physiological and psychosocial
phenomena.
Provide data for many questions that arise
during practice.
Useful in identifying trends.
19/08/15 Muthama 46
Value of Quantitative Research to Nursing ( cont. )
Needs assessment of patients and nurses.
Evaluations of interventions.
Measuring the competence and skills.
Useful for providing decision makers with
required information.
19/08/15 Muthama 47
Limitations of Quantitative Approach
It is difficult to understand human phenomena e.g.
when studying human behavior, it is possible only to
study what is observable. So the phenomena is
revealed partially.
Some researches claim that many influences affect
people’s response to questions i.e. it is not purely
objective.
Some standardized scales may be interpreted
differently by participants.
19/08/15 Muthama 48
Qualitative Research
Not everything that can be counted
counts and not everything that counts
can be counted.
( Albert Einstein )
19/08/15 Muthama 49
What is qualitative research?
To care for people and promote change
in behavior, it is required to
understand in-depth concepts such as
experience, believes, motivations and
intentions.
So, listening and observing may give
more information than sending
questions.
19/08/15 Muthama 50
What is qualitative research? (cont.)
Qualitative research is an approach
which seeks to understand , by means
of exploration, human experience,
perceptions, motivations, intentions
and behavior.
It is interactive, inductive, flexible,
holistic and reflexive method of data
collection and analysis.
19/08/15 Muthama 51
Main features of Qualitative Research
1- Exploration
2- Inductive approach
3- Interactive and Reflective
4- Holistic
5- Flexible
19/08/15 Muthama 52
Main features of Qualitative Research
( cont. )
1-Exploration is the essential feature of qualitative
approach in order to understand the
perceptions and actions of participants.
Exploration is to discover new people, customs,
and to learn from them.
Exploration is a difficult task that requires
training and experience.
It should be inductive, interactive, reflexive and
holistic.
19/08/15 Muthama 53
Main features of Qualitative Research
( cont. )
2- Inductive approach:
The purpose of qualitative approach is to
develop concepts and generates hypothesis. The
researcher is open to ideas which emerge from
listening or observing people.
The inductive approach is useful when little is
known about the topics one wants to study.
19/08/15 Muthama 54
Main features of Qualitative Research
( cont. )
3- Interactive and Reflexive process
To avoid bias in quantitative approach, the
researchers try to study phenomena in a detached
way.
In qualitative studies, researchers use interaction
between them and participants to get closer to the
topic under study. The researcher becomes an
instrument of data collection. The researchers
probe, facilitate, and note tone, hesitations and
repetition in participants responses.
19/08/15 Muthama 55
Main features of Qualitative Research
( cont. )
3- Interactive and Reflexive process (cont.)
There should be trust between participants and
researchers.
The qualitative research should be reflexive i.e.
examining not only what people say and do, but
also why they say and do so.
19/08/15 Muthama 56
Main features of Qualitative Research
( cont. )
4- Holistic exploration
In quantitative research, the researcher is
constrained by a number of variables to be
studied.
In qualitative research, participants are allowed
to put their responses in context.
19/08/15 Muthama 57
Main features of Qualitative Research
( cont. )
5- Flexible methods
Qualitative research relies on personal, intimate
and private world of participants. So flexible,
imaginative, creative and varied strategies are used
to facilitate this process.
Data collection methods include; interviews,
observations, group discussion, analysis of video
recording, letters, diaries and other documents.
In quantitative research, data collection methods
are constructed in advance.
19/08/15 Muthama 58
Common approaches in
qualitative research
1- Ethnograghy
2- Phenomenology
3- Discourse analysis
4- Grounded theory
19/08/15 Muthama 59
Common approaches in
qualitative research
1- Ethnography: is an approach relying on the
collection of data in the natural environment.
Ethnographers are interested in how the
behavior of individuals is influenced or
mediated by culture in which they live.
So, human behavior can only be understood if
studied in the setting in which it occurs. As
people can influence and be influenced by the
groups they live in.
19/08/15 Muthama 60
Common approaches in
qualitative research
2- Phenomenology: It focuses on individuals'
interpretation of their experience and the ways
in which they express them.
The researchers task is to describe phenomena as
experienced and expressed by individuals.
19/08/15 Muthama 61
Common approaches in
qualitative research
3- Discourse analysis: Discourse is a term used to
describe the systems we use in communication
with others. These include verbal, non-verbal and
written material.
What we say, how we say it, our choice of words,
tone, timing are full of values, meanings and
intentions.
So, analysis of discourse increases our
understanding of human behavior through
language and interaction.
19/08/15 Muthama 62
Common approaches in qualitative
research
4- Grounded theory: It is an inductive approach to
research whereby hypotheses and theories
emerge out or are grounded in data.
19/08/15 Muthama 63
Common approaches in qualitative research
(conclusion)
The above 4 approaches are similar in that they
place emphasis on interpretation rather than
objective empirical observations. They are
interactive.
They are different in that; ethnography focuses
on culture, phenomenology on consciousness,
discourse analysis on language and ground
theory’s aim is the development of theory
through induction.
19/08/15 Muthama 64
Qualitative Research in Nursing and health
Research
1- explore patients’ experience and behavior.
2- explore the experience and behavior of nurses
and other health professionals.
3- evaluate intervention and services.
4- explore core concepts relevant to nursing and
health.
19/08/15 Muthama 65
Limitations of Qualitative Research
1- It is anecdotal (stories told for dramatic quality
without critical evaluation)
2- Unscientific
3- Producing findings that are not generalisable
4- Impressionistic
5- Subjective
19/08/15 Muthama 66
Combining Quantitative and
Qualitative Methods
Humans are both rational calculating
beings…and they also operate on a
deeper level of feelings, drivers and
irrationality.
H. Mariampolski
19/08/15 Muthama 67
Combining Quantitative and
Qualitative Methods
An old debate between quantitative and qualitative
methods can be traced back to the two opposed
Greek philosophical visions of human science that
emphasize number (Pythagoras) and meaning
(Socrates) as the essence of mind.
Qualitative research has been described as; noble,
good and empowering by some researchers.
By others it is; story telling, touchy – feely, biased,
subjective, lacking reliability validity and
generalisabilty.
19/08/15 Muthama 68
Types and purposes of combining methods
1- To develop and enhance the validity of scales,
questionnaire and tools.
2- To develop, implement and evaluate interventions.
3- To further explore or test the findings of one
method.
4- To study different aspects of the same topics.
5- To explore complex phenomena from different
perspectives.
6- To confirm or cross-validate data.
19/08/15 Muthama 69
19/08/15 Muthama 70
Analyze the data
19/08/15 Muthama 71
success
Designed by:
MUTHAMA, JAPHETH MUTINDA
PhD; Pursuing(JKUAT)
MBA (Finance)-Maseno University.
BA;Hons (Economics) with
information Technology –Maseno
university.
CPA, COMPUTERISED ACCOUNTING….
19/08/15 Muthama 72
THE END
19/08/15 Muthama 73

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Research process notes PPT; By Muthama, Japheth Mutinda

  • 1. Research Process (For ; Diploma, Undergraduate and Postgraduate students) BY MUTHAMA, JAPHETH MUTINDA 19/08/15 Muthama 1
  • 2. ©Jae 2013 DESINED AND EDITED BY: MUTHAMA, JAPHETH MUTINDA PhD; Pursuing(JKUAT) MBA (Finance)-Maseno University. BA; Hons (Economics) with information Technology –Maseno university. CPA, COMPUTERISED ACCOUNTING…. 19/08/15 Muthama 2
  • 3. Lecture outlines Objectives of quantitative research Main features in quantitative and qualitative research Data collection Limitations in quantitative and qualitative research Concept of using combined research 19/08/15 Muthama 3
  • 4. I can define research as a scientific way of answering questions and testing hypothesis. 19/08/15 Muthama 4
  • 5. What is Research? Research Discover new knowledge Seek answers to questions Basic research Goal: Expand man’s knowledge (e.g., which genes control social behavior of honey bees? ) Often driven by curiosity (but not always) Applied research Goal: Improve human condition (i.e., improve the world) (e.g., how to cure cancers?) Driven by practical needs The boundary is vague; distinction isn’t important 5 19/08/15 Muthama
  • 6. Research Study A research study can be undertaken for two different purposes: 1. To solve a currently existing problem (applied research) 2. To contribute to the general body of knowledge in a particular area of interest (basic/fundamental research) 19/08/15 Muthama 6
  • 7. Overview to Research Studies Why Do Research Studies? To collect data on usual and unusual events, conditions, & population groups To test hypotheses formulated from observations and/or intuition Ultimately, to understand better one’s world and make “sense of it” 19/08/15 Muthama 7
  • 8. Research Methods Empirical research: evaluate and compare existing solutions (e.g., “a comparative evaluation of treatment A vs. treatment B”)  The “E-C-E cycle” of research: exploratoryconstructiveempiricalexploratory… 8 19/08/15 Muthama
  • 9. Research Process Identification of the topic (e.g., Web search, review of literature) Hypothesis formulation (e.g., treatment X is better than Y=state-of-the-art) Experiment design (measures, methods, data, etc) 9 19/08/15 Muthama
  • 10. Research Process Test hypothesis (e.g., compare X and Y on the data) Draw conclusions and repeat the cycle of hypothesis formulation and testing if necessary (e.g., Y is better only for some patients, now what?) 10 19/08/15 Muthama
  • 11. Typical Research Process Look for a high-impact topic (basic or applied) New problem: define/frame the problem Identify weakness of existing solutions if any Propose new methods Choose study population/data sets (often a main challenge) Design evaluation measures/study design 11 19/08/15 Muthama
  • 12. Typical Research Process Collect data (need to have clear research hypotheses) Analyze results and repeat the steps above if necessary Publish research results 12 19/08/15 Muthama
  • 13. Types of Research Questions and Results Exploratory (Framework): What’s out there? Descriptive (Principles): What does it look like? How does it work? Evaluative (Empirical results): How well does a method solve a problem? 13 19/08/15 Muthama
  • 14. Types of Research Questions and Results Explanatory (Causes): Why does something happen the way it happens? Predictive (Models): What would happen if? 14 19/08/15 Muthama
  • 15. Looking for Research Questions 1. Driven by new data: X is a new type of treatment (e.g., X= OT) How is X different from existing treatment alternatives? What new issues/problems are raised by X? Are existing methods sufficient for solving old problems on X? If not, what are the new challenges? What new methods are needed? Are old evaluation measures adequate?  15 19/08/15 Muthama
  • 16. Looking for Research Questions 2. Driven by new users: Y is a set of new users How are the new users different from old ones? What new needs do they have? Can existing methods work well to satisfy their needs? If not, what are the new challenges? What new functions are appropriate for Y? 16 19/08/15 Muthama
  • 17. Looking for Research Questions Driven by new tasks (not necessarily new users or new data): Z is a new task (e.g., a LLIN/itn use, condom use) What information management functions are needed to better support Z? Can these new functions be reduced to old ones? If not, what are the new challenges? 17 19/08/15 Muthama
  • 18. Ways to select a research topic Personal experience Curiosity based on something in the community/media Interest The state of knowledge in a field Personal values Personal circumstances? 19/08/15 Muthama 18
  • 20. Various types of research study designs Many classified as “Epidemiological Study Designs” Epidemiology often is defined as: The study of the distribution and determinants of health-related states or events in specified populations, and the application of this study to the control of health problems. 19/08/15 Muthama 20
  • 21. Classifications of Research Study Designs: Three Main Types 1. Observational Studies:1. Observational Studies: Groups are studied & contrasts made between groups The observed data collected are analyzed 2. Analytic Studies:2. Analytic Studies:  Also called Experimental  Study the impact of a certain therapy  Ultimately the investigator controls factor being studied 19/08/15 Muthama 21
  • 22. Classifications of Research Studies: Three Main Types 3. Clinical Trial:3. Clinical Trial: Considered the “true” experimental study “Gold Standard” of clinical research Often a prospective study that compares the effect and value of an intervention against a control in human subjects 19/08/15 Muthama 22
  • 23. The Different Study Designs Case-control • Cohort Case Reports • Case Series Outcomes Based: • Survey Research: - Questionnaires -Quality of Life - Polls -Decision analysis - Surveys -Economic Analysis Meta Analyses Survival Analysis Randomized Clinical Trial 19/08/15 Muthama 23
  • 24. Basic Research Terminology Retrospective:Retrospective: Refers to time of data collection Prospective:Prospective: Refers to time of data collection Case Control Study:Case Control Study: Persons w/ disease & those w/out are compared Cohort Study:Cohort Study: Persons w/ and/or w/out disease are followed over time 19/08/15 Muthama 24
  • 25. Terminology (Cont.) Cross-sectional Study:Cross-sectional Study: Presence or absence of exposure to possible risk factor measured at one point in time. Prevalence obtained. Prevalence:Prevalence: The # of new cases and existing cases during specified time period. Incidence:Incidence: The # of NEW cases per unit of a population at risk for disease occurring during stated time period. 19/08/15 Muthama 25
  • 26. Research Methods Exploratory research: Identify and frame a new problem (e.g., “a survey”) Constructive research: Construct a (new) solution to a problem (e.g., “a new method for laboratory diagnosis”) 26 19/08/15 Muthama
  • 28. Study Methods Means of “harvesting” data Qualitative Quantitative 19/08/15 Muthama 28
  • 29. Quantitative vs. Qualitative Methodological Assumption (Cresswell 1994: 5) QuantitativeQuantitative QualitativeQualitative Deductive processDeductive process Inductive processInductive process Cause and effectCause and effect Mutual simultaneous shaping ofMutual simultaneous shaping of factorsfactors Static design – categories isolatedStatic design – categories isolated before studybefore study Emerging design – categoriesEmerging design – categories identified during research processidentified during research process Generalization leading to prediction,Generalization leading to prediction, explanation, and understandingexplanation, and understanding Patterns, theories developed forPatterns, theories developed for understandingunderstanding Accurate and reliable throughAccurate and reliable through validity and reliabilityvalidity and reliability Accurate and reliable throughAccurate and reliable through verificationverification 19/08/15 Muthama 29
  • 30. Six assumptions of qualitative designs (Merriam 1988: 19-20) 1. Qualitative researchers are concerned primarily with process, rather than outcomes or products. 2. Qualitative researchers are interested in meaning. 3. The qualitative researcher is the primary instrument for data collection and analysis. Data are mediated through this human instrument, rather than through inventories, questionnaires, or machines. 19/08/15 Muthama 30
  • 31. Six assumptions of qualitative designs (Merriam 1988: 19-20) 4. Qualitative research involves fieldwork. The researcher physically goes to the people setting, site, or institution to observe or record behavior in its natural setting. 5. Qualitative research is descriptive in that the researcher in interested in process, meaning and understanding gained through words or pictures. 6. The process of qualitative research is inductive in that the researcher builds abstractions, concepts, hypotheses, and theories from details. 19/08/15 Muthama 31
  • 32. Quantitative Methods Quantitative Descriptive Descriptive statistics: graphical and numerical techniques for summarizing data. Quantitative Analytic Inferential statistics: procedures for making generalizations about characteristics of a population based on information obtained from a sample taken from that population 19/08/15 Muthama 32
  • 33. Quantitative research is similar to traditional scientific methods Stating in advance the hypothesis and research question. Determine the methods of data collection and analysis. The findings are presented in statistical language. 19/08/15 Muthama 33
  • 34. Quantitative research is similar to traditional scientific methods (cont.) Quantitative approach to research involves data collection methods such as structured questionnaire, interviews and observations together with other tools. On the other hand, in depth interviews and unstructured observations are associated with qualitative research. Researches have to choose methods which are appropriate for answering their questions. 19/08/15 Muthama 34
  • 35. Quantitative research features quantitative research method deals with quantities and numbers while qualitative research deals with quality and description which is too simple and unhelpful. The purpose of quantitative research is to measure concepts or variables that are predetermined objectively and to examine the relationship between them numerically and statistically. 19/08/15 Muthama 35
  • 36. Measurement in Quantitative Research The following criteria should be fulfilled: - Validity - Objectivity (reliability) - Accuracy - Precision 19/08/15 Muthama 36
  • 37. Objective Measurement in Quantitative Research Objectivity means that the researchers stands outside the phenomena they study. Data collected are free from bias. Objectivity is ensured by many ways e.g. structured questions, representative sampling and randomization. 19/08/15 Muthama 37
  • 38. Objective Measurement in Quantitative Research (cont.) Sometimes, researchers may study concepts e.g. pain, attitudes and fatigue. In such cases, scales are constructed e.g. self-esteem scale as subjective measures are crude and not accurate. Objective measures are more valid and reliable than subjective measures, the later depend on self reports. 19/08/15 Muthama 38
  • 39. Types of Quantitative Data Data are used to classify groups. Examples; numbers, amounts, prevalence, incidence. Variables can be classified as physical (wt.& Ht.), physiological (attitude, anxiety), social…… etc. 19/08/15 Muthama 39
  • 40. Quantitative research features (cont.) Quantitative research studies the relationship between concepts and variables e.g. the relation between social support and quality of life. Randomized control trials rely on quantitative measure to determine if the interventions have the desired effects. Although qualitative methods may be used to explore some issues related to intervention. 19/08/15 Muthama 40
  • 41. Quantitative research features (cont.) It is clear that quantitative research can provide data to describe the distribution of a characteristic or attributes in population, explore the relationships between them and determine cause and effect relationship. 19/08/15 Muthama 41
  • 42. Quantitative Research Example An evaluation of a teaching intervention to improve the practice of endotracheal suctioning in I.C.U. This study measures concepts (Know.& Pract.), relation between them and tests the effectiveness of K.&P. in I.C.U. Data collection was structured and standardized. K. is measured questionnaire and P. by “structured observation schedule” Data are analyzed by statistical tests. 19/08/15 Muthama 42
  • 43. Quantitative approach as deductive An approach which tests the researchers’ hypothesis in quantitative studies are termed deductive. As such approach tests whether variables are correlated or one affects another e.g. nutritional status and pressure ulcers, or factors related to tobacco use. Some quantitative studies are inductive as they lead to formation of new questions ( generate new hypothesis ) 19/08/15 Muthama 43
  • 44. Quantitative research Main feature Quantitative research is described as producing generalisable findings through randomization and representative sampling. However, the study is no less quantitative if a random representative sample is not used. 19/08/15 Muthama 44
  • 45. Data Collection in Quantitative Research Questionnaire Observation schedules Scales to measure KAP Instruments to measure physiological and biomedical indicators All the above methods should be pre-determined, structured and standardized. 19/08/15 Muthama 45
  • 46. Value of Quantitative Research to Nursing Help nurses to grasp the reality as measurement is central to every thing that nurses do; symptoms, relief, improvement in patients i.e. physical, physiological and psychosocial phenomena. Provide data for many questions that arise during practice. Useful in identifying trends. 19/08/15 Muthama 46
  • 47. Value of Quantitative Research to Nursing ( cont. ) Needs assessment of patients and nurses. Evaluations of interventions. Measuring the competence and skills. Useful for providing decision makers with required information. 19/08/15 Muthama 47
  • 48. Limitations of Quantitative Approach It is difficult to understand human phenomena e.g. when studying human behavior, it is possible only to study what is observable. So the phenomena is revealed partially. Some researches claim that many influences affect people’s response to questions i.e. it is not purely objective. Some standardized scales may be interpreted differently by participants. 19/08/15 Muthama 48
  • 49. Qualitative Research Not everything that can be counted counts and not everything that counts can be counted. ( Albert Einstein ) 19/08/15 Muthama 49
  • 50. What is qualitative research? To care for people and promote change in behavior, it is required to understand in-depth concepts such as experience, believes, motivations and intentions. So, listening and observing may give more information than sending questions. 19/08/15 Muthama 50
  • 51. What is qualitative research? (cont.) Qualitative research is an approach which seeks to understand , by means of exploration, human experience, perceptions, motivations, intentions and behavior. It is interactive, inductive, flexible, holistic and reflexive method of data collection and analysis. 19/08/15 Muthama 51
  • 52. Main features of Qualitative Research 1- Exploration 2- Inductive approach 3- Interactive and Reflective 4- Holistic 5- Flexible 19/08/15 Muthama 52
  • 53. Main features of Qualitative Research ( cont. ) 1-Exploration is the essential feature of qualitative approach in order to understand the perceptions and actions of participants. Exploration is to discover new people, customs, and to learn from them. Exploration is a difficult task that requires training and experience. It should be inductive, interactive, reflexive and holistic. 19/08/15 Muthama 53
  • 54. Main features of Qualitative Research ( cont. ) 2- Inductive approach: The purpose of qualitative approach is to develop concepts and generates hypothesis. The researcher is open to ideas which emerge from listening or observing people. The inductive approach is useful when little is known about the topics one wants to study. 19/08/15 Muthama 54
  • 55. Main features of Qualitative Research ( cont. ) 3- Interactive and Reflexive process To avoid bias in quantitative approach, the researchers try to study phenomena in a detached way. In qualitative studies, researchers use interaction between them and participants to get closer to the topic under study. The researcher becomes an instrument of data collection. The researchers probe, facilitate, and note tone, hesitations and repetition in participants responses. 19/08/15 Muthama 55
  • 56. Main features of Qualitative Research ( cont. ) 3- Interactive and Reflexive process (cont.) There should be trust between participants and researchers. The qualitative research should be reflexive i.e. examining not only what people say and do, but also why they say and do so. 19/08/15 Muthama 56
  • 57. Main features of Qualitative Research ( cont. ) 4- Holistic exploration In quantitative research, the researcher is constrained by a number of variables to be studied. In qualitative research, participants are allowed to put their responses in context. 19/08/15 Muthama 57
  • 58. Main features of Qualitative Research ( cont. ) 5- Flexible methods Qualitative research relies on personal, intimate and private world of participants. So flexible, imaginative, creative and varied strategies are used to facilitate this process. Data collection methods include; interviews, observations, group discussion, analysis of video recording, letters, diaries and other documents. In quantitative research, data collection methods are constructed in advance. 19/08/15 Muthama 58
  • 59. Common approaches in qualitative research 1- Ethnograghy 2- Phenomenology 3- Discourse analysis 4- Grounded theory 19/08/15 Muthama 59
  • 60. Common approaches in qualitative research 1- Ethnography: is an approach relying on the collection of data in the natural environment. Ethnographers are interested in how the behavior of individuals is influenced or mediated by culture in which they live. So, human behavior can only be understood if studied in the setting in which it occurs. As people can influence and be influenced by the groups they live in. 19/08/15 Muthama 60
  • 61. Common approaches in qualitative research 2- Phenomenology: It focuses on individuals' interpretation of their experience and the ways in which they express them. The researchers task is to describe phenomena as experienced and expressed by individuals. 19/08/15 Muthama 61
  • 62. Common approaches in qualitative research 3- Discourse analysis: Discourse is a term used to describe the systems we use in communication with others. These include verbal, non-verbal and written material. What we say, how we say it, our choice of words, tone, timing are full of values, meanings and intentions. So, analysis of discourse increases our understanding of human behavior through language and interaction. 19/08/15 Muthama 62
  • 63. Common approaches in qualitative research 4- Grounded theory: It is an inductive approach to research whereby hypotheses and theories emerge out or are grounded in data. 19/08/15 Muthama 63
  • 64. Common approaches in qualitative research (conclusion) The above 4 approaches are similar in that they place emphasis on interpretation rather than objective empirical observations. They are interactive. They are different in that; ethnography focuses on culture, phenomenology on consciousness, discourse analysis on language and ground theory’s aim is the development of theory through induction. 19/08/15 Muthama 64
  • 65. Qualitative Research in Nursing and health Research 1- explore patients’ experience and behavior. 2- explore the experience and behavior of nurses and other health professionals. 3- evaluate intervention and services. 4- explore core concepts relevant to nursing and health. 19/08/15 Muthama 65
  • 66. Limitations of Qualitative Research 1- It is anecdotal (stories told for dramatic quality without critical evaluation) 2- Unscientific 3- Producing findings that are not generalisable 4- Impressionistic 5- Subjective 19/08/15 Muthama 66
  • 67. Combining Quantitative and Qualitative Methods Humans are both rational calculating beings…and they also operate on a deeper level of feelings, drivers and irrationality. H. Mariampolski 19/08/15 Muthama 67
  • 68. Combining Quantitative and Qualitative Methods An old debate between quantitative and qualitative methods can be traced back to the two opposed Greek philosophical visions of human science that emphasize number (Pythagoras) and meaning (Socrates) as the essence of mind. Qualitative research has been described as; noble, good and empowering by some researchers. By others it is; story telling, touchy – feely, biased, subjective, lacking reliability validity and generalisabilty. 19/08/15 Muthama 68
  • 69. Types and purposes of combining methods 1- To develop and enhance the validity of scales, questionnaire and tools. 2- To develop, implement and evaluate interventions. 3- To further explore or test the findings of one method. 4- To study different aspects of the same topics. 5- To explore complex phenomena from different perspectives. 6- To confirm or cross-validate data. 19/08/15 Muthama 69
  • 72. success Designed by: MUTHAMA, JAPHETH MUTINDA PhD; Pursuing(JKUAT) MBA (Finance)-Maseno University. BA;Hons (Economics) with information Technology –Maseno university. CPA, COMPUTERISED ACCOUNTING…. 19/08/15 Muthama 72

Editor's Notes

  1. Many ways to collect data