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Chapter 13 Scrutinizing Data Collection Methods
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Data Collection Plan Basic decision is use of: Existing data Records (e.g., patient charts) Historical data Existing data set (secondary analysis) New data, collected specifically for research purposes
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Examples of Records, Documents, and Available Data Hospital records (e.g., nurses’ shift reports) School records (e.g., student absenteeism) Corporate records (e.g., health insurance choices) Letters, diaries, minutes of meetings, etc. Photographs
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Major Types of Data Collection Methods Self-reports Observation Biophysiologic measures
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Dimensions of Data Collection Approaches Structure Quantifiability Researcher obtrusiveness Objectivity
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Types of Qualitative Self- Reports Unstructured interviews Conversational, totally flexible Use of grand tour questions Semistructured interviews Use of a topic guide
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Types of Qualitative Self- Reports (cont’d) Focus group interviews Interviews in small groups (5-10 people) Led by a moderator Life histories Narrative self-descriptions of life experiences Often a chronology
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Types of Qualitative Self- Reports (cont’d) Think-aloud method Means of collecting data about cognitive processes as they unfold (e.g., clinical decision-making) Diaries and journals
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Types of Qualitative Self- Reports (cont’d) Critical incidents interviews Focus on specific incidents that had a discernible impact on some outcome
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Structured Self Reports Data are collected with a formal instrument Interview schedule Questions are pre-specified but asked orally Either face-to-face or by telephone Questionnaire Questions pre-specified in written form, to be self-administered by respondents
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Types of Questions in a Structured Instrument Open-ended questions e.g., Why did you decide to stop taking hormone replacement drugs? Closed-ended (fixed alternative) questions e.g., Have you ever taken hormone replacement drugs? (yes/no)
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Specific 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 (Compared With Interviews) Lower costs Possibility of anonymity Lack of interviewer bias
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Advantages of Interviews (Compared with Questionnaires) Higher response rates Appropriate for more diverse audiences Opportunities to clarify questions or to determine comprehension Opportunity to collect supplementary data through observation
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Composite Psychosocial Scales Scales—used to make fine quantitative discriminations among people with different attitudes, perceptions, needs Likert scales (summated rating scales) Semantic differential scales
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Likert (Summated Rating) 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 conceptsRequire ratings of various concepts Rating scales involve bipolar adjective pairs, with 7-point ratingsRating scales involve bipolar adjective pairs, with 7-point ratings Ratings for each dimension are summed to compute a total score for each conceptRatings for each dimension are summed to compute a total score for each concept
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Figure 13.1 Example of a Semantic Differential
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Visual Analog Scales Used to measure subjective experiences (e.g., pain, nausea)Used to measure subjective experiences (e.g., pain, nausea) Measurements are on a straight line measuring 100 mmMeasurements are on a straight line measuring 100 mm End points labeled as extreme limits of sensationEnd points labeled as extreme limits of sensation
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Figure 13-2 Example of a Visual Analog Scale
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Response Biases and Response Sets Social desirability response set bias Extreme response set Acquiescence response set (yea- sayers) Nay-sayers response set
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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 bipolar continuum (e.g., most like me/least like me) Usually 9 or 11 piles Usually 60 to 100 cards
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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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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 in Qualitative and Quantitative Studies Qualitative studies: Unstructured observation in naturalistic settings Includes Participant observation Quantitative studies: Structured observation of pre-specified 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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Methods of Recording Unstructured Observations Logs (field diaries) Field notes Descriptive (observational) notes Reflective notes: Methodologic notes Theoretical notes (or analytical notes) Personal notes
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Structured Observations Category systems Checklists Exhaustive system: All behaviors of a specific type recorded; each behavior assigned to one mutually exclusive category Nonexhaustive system: Specific behaviors, but not all behaviors, recorded
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Observational Rating Scales Ratings are on a descriptive continuum, typically bipolar Ratings can occur: at specific intervals upon the occurrence of certain events after an observational session (global ratings)
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Sampling for Structured Observations Time-sampling—sampling of time intervals for observation, for example: Random sampling of intervals of a given length Systematic sampling of intervals of a given length All intervals of a given length Event sampling—observation of integral events
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Biophysiologic Measures In vivo measurements Performed directly within or on living organisms (e.g., blood pressure measures) In vitro measurements Performed outside the organism’s body (e.g., urinalysis)
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