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Qualitative v/s Quantitative Research
Article in Journal of Evidence Based Medicine and Healthcare · October 2019
DOI: 10.18410/jebmh/2019/587
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Jebmh.com Review Article
J. Evid. Based Med. Healthc., pISSN- 2349-2562, eISSN- 2349-2570/ Vol. 6/Issue 43/Oct. 28, 2019 Page 2828
Qualitative v/s. Quantitative Research- A Summarized Review
Sharique Ahmad1, Saeeda Wasim2, Sumaiya Irfan3, Sudarshana Gogoi4, Anshika Srivastava5, Zarina Farheen6
1Professor, Department of Pathology, Era’s Lucknow Medical College and Hospital, Era University, Lucknow,
Uttar Pradesh. 2IVF Consultant, Nova IVF Centre, Shahnajaf Road, Hazratganj, Lucknow, Uttar Pradesh. 3Assistant Professor, Department of Pathology, Era’s Lucknow Medical College and Hospital, Era University,
Lucknow, Uttar Pradesh. 4Junior Resident, Department of Pathology, Era’s Lucknow Medical College and Hospital,
Era University, Lucknow, Uttar Pradesh. 5Junior Resident, Department of Pathology, Era’s Lucknow Medical
College and Hospital, Era University, Lucknow, Uttar Pradesh. 6Junior Resident, Department of Pathology, Era’s
Lucknow Medical College and Hospital, Era University, Lucknow, Uttar Pradesh.
ABSTRACT
BACKGROUND
Qualitative research is a process of naturalistic inquiry that seeks an in-depth
understanding of social phenomena within their natural setting. It focuses on the
"why" rather than the "what" of social phenomena and relies on the direct
experiences of human beings as meaning-making agents in their everyday lives.
Rather than by logical and statistical procedures, qualitative researchers use
multiple systems of inquiry for the study of human phenomena including
biography, case study, historical analysis, discourse analysis, ethnography,
grounded theory, and phenomenology. Quantitative methodology is the dominant
research framework in the social sciences. It refers to a set of strategies,
techniques and assumptions used to study psychological, social and economic
processes through the exploration of numeric patterns. Quantitative research
gathers a range of numeric data. Some of the numeric data is intrinsically
quantitative (e.g. personal income), while in other cases the numeric structure
is imposed (e.g. ‘On a scale from 1 to 10, how depressed did you feel last week?’).
The collection of quantitative information allows researchers to conduct simple to
extremely sophisticated statistical analyses that aggregate the data. Quantitative
research includes methodologies such as questionnaires, structured observations
or experiments and stands in contrast to qualitative research. Qualitative research
involves the collection and analysis of narratives and/or open-ended observations
through methodologies such as interviews, focus groups or ethnographies. The
purpose of quantitative research is to generate knowledge and create
understanding about the social world. Quantitative research is used by social
scientists, including communication researchers, to observe phenomena or
occurrences affecting individuals. Social scientists are concerned with the study of
people. Quantitative research is a way to learn about a particular group of people,
known as a sample population. Using scientific inquiry, quantitative research relies
on data that are observed or measured to examine questions about the sample
population.1-2
KEYWORDS
Qualitative Research, Quantitative Research, Observation
Corresponding Author:
Dr. Sharique Ahmad,
Department of Pathology,
Era’s Lucknow Medical College and
Hospital, Era University, Lucknow, Uttar
Pradesh, India.
E-mail: [email protected]
DOI: 10.18410/jebmh/2019/587
Financial or Other Competing Interests:
None.
How to Cite This Article:
Ahmad S, Wasim S, Irfan S, et al.
Qualitative v/s. quantitative research- a
summarized review. J. Evid. Based Med.
Healthc. 2019; 6(43), 2828-2832. DOI:
10.18410/jebmh/2019/587
Submission 05-10-2019, Peer Review 12-10-2019, Acceptance 21-10-2019, Published 28-10-2019.
Jebmh.com Review Article
J. Evid. Based Med. Healthc., pISSN- 2349-2562, eISSN- 2349-2570/ Vol. 6/Issue 43/Oct. 28, 2019 Page 2829
Research is the most widely used tool to increase and brush-
up the stock of knowledge about something and someone.
In the field of marketing, business, sociology, psychology,
science & technology, economics, etc. there are two
standard ways of conducting research, i.e. qualitative
research or quantitative research.2 While the qualitative
research relies on verbal narrative like spoken or written
data, the quantitative research uses logical or statistical
observations to draw conclusions. In a qualitative research,
there are only a few non-representative cases are used as a
sample to develop an initial understanding. Unlike,
quantitative research in which a sufficient number of
representative cases are taken to consideration to
recommend a final course of action. There is a never-ending
debate on, which research is better than the other, so in this
article, we are going to shed light on the difference between
qualitative and quantitative research.
Definition of Qualitative Research
Qualitative research is one which provides insights and
understanding of the problem setting. It is an unstructured,
exploratory research method that studies highly complex
phenomena that are impossible to elucidate with the
quantitative research. Although, it generates ideas or
hypothesis for later quantitative research. Qualitative
research is used to gain an in-depth understanding of human
behaviour, experience, attitudes, intentions, and
motivations, on the basis of observation and interpretation,
to find out the way people think and feel. It is a form
of research in which the researcher gives more weight to the
views of the participants. Case study, grounded
theory, ethnography, historical and phenomenology are the
types of qualitative research.2
Definition of Quantitative Research
Quantitative research is a form of research that relies on the
methods of natural sciences, which produces numerical data
and hard facts. It aims at establishing cause and effect
relationship between two variables by using mathematical,
computational and statistical methods. The research is also
known as empirical research as it can be accurately and
precisely measured. The data collected by the researcher
can be divided into categories or put into rank, or it can be
measured in terms of units of measurement. Graphs and
tables of raw data can be constructed with the help
quantitative research, making it easier for the researcher to
analyse the results.2
Researchers using qualitative methods tend to-
Think that social sciences cannot be well-studied with
the same methods as natural or physical sciences
Feel that human behaviour is context-specific;
therefore, behaviour must be studied holistically, in situ,
rather than being manipulated
Employ an 'insider's' perspective; research tends to be
personal and thereby more subjective.
Do interviews, focus groups, field research, case
studies, and conversational or content analysis.3
Basis for
Comparison
Qualitative
Research
Quantitative
Research
Meaning
Qualitative research is a
method of inquiry that
develops understanding
on human and social
sciences, to find the way
people think and feel.
Quantitative research is a
research method that is
used to generate
numerical data and hard
facts, by employing
statistical, logical and
mathematical technique.
Nature Holistic Particularistic
Approach Subjective Objective
Research type Exploratory Conclusive
Reasoning Inductive Deductive
Sampling Purposive
Data Verbal Measurable
Inquiry Process-oriented Result-oriented
Hypothesis Generated Tested
Elements of
analysis
Words, pictures and
objects Numerical data
Objective
To explore and discover
ideas used in the ongoing
processes.
To examine cause and
effect relationship
between variables.
Methods
Non-structured
techniques like In-depth
interviews, group
discussions etc.
Structured techniques
such as surveys,
questionnaires and
observations.
Result Develops initial
understanding
Recommends final course
of action
Table 1. Comparison Chart
Qualitative Research: An Operational Description4
Purpose: explain; gain insight and understanding of
phenomena through intensive collection and study of
narrative data
Approach: inductive; value-laden/subjective; holistic,
process-oriented
Hypotheses: tentative, evolving; based on the particular
study
Lit. Review: limited; may not be exhaustive
Setting: naturalistic, when and as much as possible
Sampling: for the purpose; not necessarily
representative; for in-depth understanding
Measurement: narrative; ongoing
Design and Method: flexible, specified only generally;
based on non-intervention, minimal disturbance, such
as historical, ethnographic, or case studies
Data Collection: document collection, participant
observation, informal interviews, field notes
Data Analysis: raw data is words/ ongoing; involves
synthesis
Data Interpretation: tentative, reviewed on ongoing
basis, speculative4
Trends
Qualitative research with more structure and less
subjectivity
Increased application of both strategies to the same
study ("mixed methods")
Evidence-based practice emphasized in more fields
(nursing, social work, education, and others).
BACKGROUND
Jebmh.com Review Article
J. Evid. Based Med. Healthc., pISSN- 2349-2562, eISSN- 2349-2570/ Vol. 6/Issue 43/Oct. 28, 2019 Page 2830
Researchers using quantitative methods tend to-
Think that both natural and social sciences strive to
explain phenomena with confirmable theories derived
from testable assumptions
Attempt to reduce social reality to variables, in the same
way as with physical reality
Try to tightly control the variable (s) in question to see
how the others are influenced.
Do experiments, have control groups, use blind or
double-blind studies; use measures or instruments.4
Quantitative Research: An Operational Description
Purpose: explain, predict or control phenomena through
focused collection and analysis of numerical data.
Approach: deductive; tries to be value-free/has
objectives/ is outcome-oriented.
Hypotheses: Specific, testable, and stated prior to
study.
Lit. Review: extensive; may significantly influence a
particular study.
Setting: controlled to the degree possible.
Sampling: uses largest manageable
random/randomized sample, to allow generalization of
results to larger populations.
Measurement: standardized, numerical; "at the end"
Design and Method: Strongly structured, specified in
detail in advance; involves intervention, manipulation
and control groups; descriptive, correlation,
experimental.
Data Collection: via instruments, surveys, experiments,
semi-structured formal interviews, tests or
questionnaires.
Data Analysis: raw data is numbers; at end of study,
usually statistical.
Data Interpretation: formulated at end of study; stated
as a degree of certainty4
Quantitative data can help to see the big picture.
Qualitative data adds the details and can also give survey
results.
How to use each method in a research project-
Formulating Hypotheses: Qualitative research helps you
gather detailed information on a topic. You can use it to
initiate your research by discovering the problems or
opportunities people are thinking about. Those ideas
can become hypotheses to be proven through
quantitative research.
Validating Your Hypotheses: Quantitative research will
get you numbers that you can apply statistical analysis
to in order to validate your hypotheses. Was that
problem real or just someone’s perception? The hard
facts obtained will enable you to make decisions based
on objective observations.
Finding General Answers: Quantitative research usually
has more respondents than qualitative research
because it is easier to conduct a multiple-choice survey
than a series of interviews or focus groups. Therefore,
it can help you definitely answer broad questions like:
Do people prefer you to your competitors? Which of
your company’s services are most important? What
ad is most appealing?
Incorporating the Human Element: Qualitative research
can also help in the final stages of your project. The
quotes you obtained from open-ended questions can
put a human voice to the objective numbers and trends
in your results. Many times, it helps to hear your
customers describe your company in their own words to
uncover your blind spots. Qualitative data will get you
that.4
Balancing Qualitative and Quantitative Research
These two research methods don’t conflict with each
other. They actually work much better as a team. In a world
of Big Data, there’s a wealth of statistics and figures that
form the strong foundation on which your decisions can rest.
But that foundation is incomplete without the information
collected from real people that gives the numbers meaning.
So how do you put these two forms of research
together? Qualitative research is almost always the starting
point when you seek to discover new problems and
opportunities–which will help you do deeper research later.
Quantitative data will give you measurements to confirm
each problem or opportunity and understand it.
For example, Let’s say you held a conference and
wanted feedback from your attendees. You can probably
already measure several things with quantitative research,
such as attendance rate, overall satisfaction, quality of
speakers, value of information given, etc. All these questions
can be given in a closed-ended and measurable way. But
you also may want to provide a few open-ended, qualitative
research questions to find out what you may have
overlooked. You could use questions like:
What did you enjoy most about the conference?
How could we improve your experience?
Is there any feedback on the conference you think we
should be aware of?
If you discover any common themes through these
qualitative questions, you can decide to research them more
in depth, make changes to your next event, and make sure
to add quantitative questions about these topics after the
next conference.
For example, let’s say several attendees said that their
least favorite thing about the conference was the difficult-
to-reach location. Next time, your survey might ask
quantitative questions like how satisfied people were with
the location, or let respondents choose from a list of
potential sites they would prefer.3-4
Open-Ended vs. Close-Ended Questions
A good way of recognizing when you want to switch from
one method to the other is to look at your open-ended
questions and ask yourself why you are using them. For
example, if you asked: “What do you think of our ice cream
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prices?”, people would give you feedback in their own words
and you will probably get some out-of-the-box answers. If
that’s not what you’re looking for, you should consider using
an easily quantifiable response. For example: Relative to our
competitors, do you think our ice cream prices are-
Higher/About the same/Lower. This kind of question will give
your survey respondents clarity and in turn it will provide
you with consistent data that is easy to analyze.5
How to Get Qualitative Data
There are many methods you can use to conduct qualitative
research that will get you richly detailed information on your
topic of interest.
Interviews- One-on-one conversations that go deep into
the topic at hand.
Case Studies- Collections of client stories from in-depth
interviews.
Expert Opinions- High-quality information from well-
informed sources.
Focus Groups- In-person or online conversation with
small groups of people to listen to their views on a
product or topic.
Open-ended Survey Questions. A text box in a survey
that lets the respondent express their thoughts on the
matter at hand freely.
Observational Research. Observing people during the
course of their habitual routines to understand how they
interact with a product, for example.
However, this open-ended method of research does not
always lend itself to bringing you the most accurate results
to big questions. And analysing the results is hard because
people will use different words and phrases to describe their
points of view, and may not even talk about the same things
if they find space to roam with their responses.5 In some
cases, it may be more effective to go ‘full quantitative’ with
your questions.
Why Collect Quantitative Data?
Qualitative survey questions can run the risk of being too
vague- To avoid confusing your respondents, you may want
to eschew questions like, “What do you think about our
internet service?” Instead you could ask a closed-ended,
quantitative question like in the following example.5
The internet service is reliable- Always/Most of the
time/About half the time/Once in a while/Never
Qualitative Questions Take Longer to Answer
Survey respondents don’t always have the patience to reflect
on what they are being asked and write long responses that
accurately express their views. It’s much faster to choose
one of several pre-loaded options in a questionnaire. Using
quantitative questions helps you get more questions in your
survey and more responses out of it.5
Quantitative Survey Questions are Just More
Quantifiable
Even word responses in closed-ended questionnaires can be
assigned numerical values that you can later convert into
indicators and graphs. This means that the overall quality of
the data is better. Remember that the most accurate data
leads you to the best possible decisions.5
Review of Literature
If respondents do not see a value for them in the
research, they may provide inaccurate or false
information. They may also say what they think the
researcher wishes to hear. Qualitative researchers
therefore need to take the time to build relationships with
their research subjects and always be aware of this
potential.
Although ethics are an issue for any type of research,
there may be particular difficulties with qualitative
research because the researcher may be party to
confidential information. It is important always to bear in
mind that you must do no harm to your research
subjects.
It is generally harder for qualitative researchers to
remain apart from their work. By the nature of their
study, they are involved with people. It is therefore
helpful to develop habits of reflecting on your part in the
work and how this may affect the research.
Because qualitative data are drawn from a wide variety
of sources, they can be radically different in scope.
There are, therefore, a wide variety of methods for
analysing them, many of which involve structuring and
coding the data into groups and themes. There are also
a variety of computer packages to support qualitative
data analysis. The best way to work out which ones are
right for your research is to discuss it with academic
colleagues and your supervisor.6-7
Qualitative Quantitative
Methods include focus groups,
unstructured or in-depth interviews,
and reviews of documents for types
of themes
Surveys, structured interviews,
measurements & observations, and
reviews of records or documents for
numeric or quantifiable information
A primarily inductive process used to
formulate theory or hypotheses
A primarily deductive process used to
test pre-specified concepts,
constructs, and hypotheses that
make up a theory
More subjective: describes a problem
or condition from the point of view of
those experiencing it
More objective: provides observed
effects (interpreted by researchers)
of a program on a problem or
condition
Text-based Number-based
More in-depth information on a few
cases
Less in-depth but more breadth of
information across a large number of
cases
Unstructured or semi-structured
response options
Fixed response options,
measurements, or observations
No statistical tests Statistical tests are used for analysis
Less generalizable More generalizable
Table 2. Summarized Differences
It is possible to combine quantitative and qualitative
methods, although great care should be taken to ensure that
the theory behind each method is compatible and that the
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methods are being used for appropriate reasons. The two
methods can be used sequentially (first a quantitative then
a qualitative study or vice versa), where the first approach
is used to facilitate the design of the second; they can be
used in parallel as different approaches to the same
question; or a dominant method may be enriched with a
small component of an alternative method (such as
qualitative interviews ‘nested’ in a large survey). It is
important to note that free text in surveys represents
qualitative data but does not constitute qualitative research.
Qualitative and quantitative methods may be used together
for corroboration (hoping for similar outcomes from both
methods), elaboration (using qualitative data to explain or
interpret quantitative data, or to demonstrate how the
quantitative findings apply in particular cases),
complementarity (where the qualitative and quantitative
results differ but generate complementary insights) or
contradiction (where qualitative and quantitative data lead
to different conclusions). Each has its advantages and
challenges.8
Qualitative research is gaining increased momentum in
the clinical setting and carries different criteria for evaluating
its rigor or quality. Quantitative studies generally involve the
systematic collection of data about a phenomenon, using
standardized measures and statistical analysis. In contrast,
qualitative studies involve the systematic collection,
organization, description and interpretation of textual, verbal
or visual data. The particular approach taken determines to
a certain extent the criteria used for judging the quality of
the report. However, research using qualitative methods can
be evaluated and there are some generic guidelines for
assessing qualitative research.9-11
CONCLUSIONS
Although the quantitative and qualitative approaches to
research are different, they can be complementary when
used together; e.g., a researcher may conduct a focus group
first to aid in the development of an instrument such as a
survey. On the other hand, a researcher who completes a
quantitative analysis may choose to look more in depth at a
particular trend or phenomenon that was discovered during
the data analysis and/or interpretation phases. Researchers
may also use techniques from both traditions
simultaneously. For example, a researcher might decide to
conduct a content analysis of an online forum and
quantitatively analyse data obtained from a survey
instrument. Using mixed methods is a good way of
employing triangulation, particularly “methodological
triangulation.”7 It will be up to you, the researcher, and your
advisor to decide as to which methods will work best for your
research questions and goals. It is important that you
understand that you are not locked into using one tradition
or the other when writing your thesis or dissertation, and
both are valuable.
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[10] Young K, Fisher J, Kirkman M. Women's experiences of
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