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Major Types of Data Collection Methods
self-report
observation
biophysiologic measures
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dimensions of data collection
- structure
- quantifiable
- researcher obtrusiveness
- objectivity
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types of qualitative self-reports
- unstructured interviews
- semi-structured interviews
- focus group interviews
- life histories
- critical interviews
- think-aloud method
- diaries and journals
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Unstructured interviews
Conversational, totally flexible
Use of grand tour questions
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Semistructured interviews
Use of a topic guide
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Focus group interviews
Interviews in small groups (5 to 10 people)
Led by a moderator
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Life histories
Narrative self-descriptions of life experiences
Often a chronology
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Critical incidents interviews
Focuses on specific incidents that had a discernible impact on some outcome
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Think-aloud method
Means of collecting data about cognitive processes as they unfold (e.g., clinical decision-making)
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Structured Self-Reports
- Data are collected with a formal instrument.
- - interview schedule
- - questionnaire
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interview schedule
Questions are prespecified but asked orally.
Either face-to-face or by telephone
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Questionnaire
Questions prespecified in written form, to be self-administered by respondents
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Types of Questions in a Structured Instrument
Closed-ended (fixed alternative) questions
Open-ended questions
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Closed-ended (fixed alternative) questions
- e.g., “Within the past 6 months, were you ever a
- member of a fitness center or gym?” (yes/no)
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Open-ended questions
e.g., “Why did you decide to join a fitness center or gym?”
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Types of Closed-Ended Questions
Dichotomous questions
Multiple-choice questions
Cafeteria questions
Rank-order questions
Forced-choice questions
Rating questions
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Advantages of Questionnaires vs. Interviews
Lower costs
Possibility of anonymity, greater privacy
Lack of interviewer bias
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Advantages of Interviews vs. Questionnaires
Higher response rates
- Appropriate for more diverse audiences
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- Opportunities to clarify questions or to determine comprehension
Opportunity to collect supplementary data through observation
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Psychosocial Scales
- - scales
- - likert scale
- - semantic differential scales
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scales
used to make fine quantitative discrimination among people with different attitudes, perceptions, traits
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likert scales
Consist of several declarative statements (items) expressing viewpoints
Responses are on an agree/disagree continuum (usually 5 or 7 response options).
Responses to items are summed to compute a total scale score.
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Semantic Differential Scales
Require ratings of various concepts
Rating scales involve bipolar adjective pairs, with 7-point ratings.
Ratings for each dimension are summed to compute a total score for each concept.
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Visual Analog Scale (VAS)
Used to measure subjective experiences (e.g., pain, nausea)
Measurements are on a straight line measuring 100 mm
End points labeled as extreme limits of sensation
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Response Set Biases
Biases reflecting the tendency of some people to respond to items in characteristic ways, independently of item content
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examples of response set biases
Social desirability response set bias
Extreme response set
Acquiescence response set (yea- sayers)
Nay-sayers response set
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acquiescence response set [yea-sayers]
a tendency to agree with statements regardless of their content by some people.
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nay-sayers response set
a tendency to disagree with statements independently of the question content
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extreme response set
a tendency to consistently express extreme attitudes or feelings [e.g., strongly agree], leading to distortions because extreme responses may be unrelated to the trait being measursed
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social desirability response set bias
a tendency to consistently misrepresent attitudes or traits by giving answers that are consistent with prevailing social views
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Q Sorts
Participants sort a deck of cards into piles according to specific criteria.
Cards contain statements to be sorted on a bipolar continuum (e.g., most like me/least like me).
Usually 50 to 100 cards; usually 9 or 11 piles
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Vignettes
Brief descriptions of situations to which respondents are asked to react
Descriptions are usually written “stories.”
Respondents can be asked open-ended or closed-ended questions about their reactions.
Aspects of the vignettes can be experimentally manipulated.
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Evaluation of Self Reports
Strong on directness
Allows access to information otherwise not available to researchers
But can we be sure participants actually feel or act the way they say they do?
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Phenomena Amenable to Research Observation
Activities and behavior
Characteristics and conditions of individuals
Skill attainment and performance
Verbal and nonverbal communication
Environmental characteristics
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Observation qualitative studies
- Qualitative studies: Unstructured observation in
- naturalistic settings
Includes Participant observation
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Observation in quantitative studies
Structured observation of prespecified behaviors
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The Observer–Participant Role in Participant Observation
Leininger’s Four-Phase Sequence:
- Primarily observation
- Primarily observation with some participation
- Primarily participation with some observation
- Reflective observation
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Recording Unstructured Observations
Logs (field diaries)
Field notes
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Recording Unstructured Observations: Reflective notes include
Methodologic notes
Theoretical notes (or analytical notes)
Personal notes
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logs
a daily record of events and onversations
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field notes
- are broader and more interpretative notes
- represents the observer's effort to record information and to synthesis and understand the data
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descriptive [observational] notes
are objective descriptions of events and conversations, and the context in which they occur
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reflective notes
documents researchers' personal experiences, reflections, and progress in the field, and can serve different purposes
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theoretical notes
documents interpretive efforts to attach meaning to onservations
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methodologic notes
are reminders about how subsequents observations should be made
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personal notes
are comments about the researcher's own feelings during the research process
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Category systems =>=>=> Checklists
Formal systems for systematically recording the incidence or frequency of prespecified behaviors or events
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exhaustive system
all behavior of a specific type recorded and each behavior is assigned to one matually exclusive category
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nonexhaustive system
specific behaviors, nut not all behaviors, recorded
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Ratings are on a ....?
descriptive continuum, typically bipolar
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ratings can occur:
- at specific times
- upon the occurrence of certain events
- after an observational session [global ratings ]
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time-sampling
sampling of time intervals for observation
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examples of time-sampling
1. random sampling of intervals of a given length
2. systematic sampling of intervals of a given length
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event sampling
observation of integral [essential] events
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evaluation of observational methods
- excellent method for capturing many clinical phenomena and behaviors
- potential problem of relativity when people are aware that they are being observed
- risk of observational bias [factors that can interfere with objective observation]
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biophysical methods include
- in vivo measurments
- in vitro measurements
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in vivo measurements
performed directly within or on living organisms [e.g., blood pressure measurements]
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in vitro measurements
performed outside the organism's body [e.g., urianlysis ]
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evaluation of biophysical measures
- strong on accuracy, objectivity, validity, and precision
- may be cost-effective for nurse researchers
- but caution may be required for their use, and advanced skills may be needed for interpretation
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