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251109 rm-m.r.-data collection methods in quantitative research-an overview
1. DATA COLLECTION
METHODS IN
QUANTITATIVE
RESEARCH-AN OVERVIEW
BY
Mrs.Manoranjitham.S
Professor in Nursing
College of Nursing
CMC,Vellore-4
2. DEFINITION :Data Collection Method is
Gathering of informatin to address a
research problem.
DIMENSIONS:
1.Structure
2.Quantifiability
3.Researcher obtrusiveness
4.Objectivity
3. STRUCTURE
Structured plan indicates what information is to
be gathered and how to gather it
Most self administered questionnaires are highly
structured
SAQ-include fixed set of questions to be
answered in a specified sequence and with
predesignated response options (agree or
disagree)
4. Quantifiability
Data that will be subjected to statistical analysis
must be gathered in such a way that they can be
quantified
For statistical analysis variables must be
quantitatively measured
5. Researcher Obtrusiveness
Data collection methods differ in the degree to
which people are aware of their status as
participants
People’s role in the study(behaviour and
responses may not be normal)
Researcher should make an effort to put
participants at ease
6. Objectivity
It refers to the degree to which two independent
researchers can arrive at similar scores or make
similar observations regarding the concepts
Some research problems require a higher degree
of objectivity than others
7. Major Types
Self Reports
Observation
Biophysiologic Measures
Research question may dictate which specific
method to use
8. I. Self Reports
Most widely used method
For quantitative study always use a formal, written
instrument
Vast majority of nursing studies involve data collected
by self-report
Using self reports researcher can gather retrospective
data about activities and events occurring in the past
Instruments-Interview schedule and Self administered
questionnaire
9. Types of self reports
SAQ
Set of questions in which the wording of both questions
and response alternatives is predetermined
Interview schedule
When questions are asked orally in either face-face or
telephone interviews
10. Questions
Structured instruments
Set of questions in which the wording of both
questions and response alternatives is
predetermined
Two types-Open ended and closed ended
11. Open ended questions
Allow respondents to respond in their own
words (eg.)
What was the biggest problem you faced after
your surgery?
Interviewers are expected to quote responses
verbatim or as closely
Adequate space must be provided
12. Closed ended questions
Are also called fixed alternative questions
It offers respondents alternative replies from
which subjects choose the one that most closely
matches the appropriate answer
Good closed ended items are often difficult to
construct but easy to administer and analyze
Preferred by respondents who are unable to
express verbally
13. Advantages of questionnaire
Distribution-mail, person and internet
(economical)
Cost-less, requires less time and energy,
distribution is inexpensive, more diverse sample
can be obtained
Anonymity is complete
No interview bias
14. Advantages of interviews
Response rates are high
Audience-many people cannot fill questionnaire
Clarity-offer protection against ambiguous or confusing
questions
Depth of questioning is more
Missing information is not there
Researcher has the control over the order of questions
Sample control-in tented respondents can be contacted
Supplementary data-additional data through
observation
15. II.Observation
Involves systematic selection, observation and
recording of behaviours,events and settings relevant to
a problem under study
General issues;
1.characteristics and conditions of individual
2.activities and behaviour
3.skill attainment and performance
4.verbal communication
5.non verbal communication
6.environmental characteristics
16. Types of observation
Check list-it is the instrument observer use to
record observed phenomena
Rating scales-rate a phenomenon along a
descriptive continuum (e.g.) passive/aggressive
17. III.Biophysiologic measures
Used to assess the physiologic status of study
participants
Purpose:
1.basic physiologic process
2.Physiologic outcomes of nursing care
3.Evaluation of nursing interventions
4.Product assessment
5.measurement and diagnosis improvement
6.Studies of physiologic correlates
18. Types of Biophysiologic measure
In vivo measurement- Performed directly in or
on living organisms e.g. BP,oxygen
saturation,body temperature
In vitro measurements-performed outside the
organisms body e.g. Serum potassium
concentrate in the blood
19. Advantages
Accurate and precise
Objective
Valid measures of the targeted variables
Cost is low(hospital)
20. Disadvantages
Measuring tool may affect the variables
Risk of damaging the cells
21. Other datas
Records
Vignettes
Projective techniques