collecting and analyzing data – part 2 qualitative methods week 3 day 2 die 4564 research methods

Collecting and Analyzing Data – Part 2

Qualitative MethodsWeek 3 Day 2

DIE 4564 Research Methods

Conducting Qualitative Field Research

• Preparing for the Field Be familiar with relevant research Discuss your plans with others in the area Identify and meet informants (when appropriate)

First impressions are importantEstablish rapport (an open and trusting

relationship) Ethical considerations


• Establishing Rapport Rapport – an open and trusting

relationship, especially important in qualitative research, between researchers and the people they’re observing.


• Qualitative Interview – contrasted with survey interviewing, the qualitative interview is based on a set of topics to be discussed in depth rather than based on the use of standardized questions.


• Stages in Complete Interviewing Process

1. Thematizing

2. Designing

3. Interviewing

4. Transcribing

5. Analyzing

6. Verifying

7. Reporting


• Focus Group – a group of subjects interviewed together, prompting a discussion. Advantages: real-life data, flexible, high

degree of face validity, fast, inexpensive Disadvantages: not representative, little

interviewer control, difficult analysis, interviewer/moderator skills, difficult logistically


• Recording Observations Take detailed notes, but balance with

observations Rewrite notes with observations soon after

observations with filled in details Record everything

• Look for themes Coding for key phrases or concepts

Review Question

Unlike a survey, a ________ is an interaction between an interviewer and a single respondent.

Review Question

Unlike a survey, a qualitative interview is an interaction between an interviewer and a single respondent.

Strengths and Weaknesses of Qualitative Field Research

• Strengths of Qualitative Field Research Effective for studying subtle nuances in

attitudes and behaviors and social processes over time

Flexibility Inexpensive


• Weaknesses of Qualitative Field Research No appropriate statistical analyses


• Validity Greater validity than survey and

experimental measurements

• Reliability Potential problems with reliability

Review Question

The more personal nature of field research tends to diminish its _______.

Review Question

The more personal nature of field research tends to diminish its reliability.

Review question

In comparison to surveys and experiments, field research has

A. high validity and high reliability.

B. high validity and low reliability.

C. low validity and high reliability.

D. low validity and low reliability.

Review question

ANSWER: B.

In comparison to surveys and experiments, field research has high validity and low reliability.

Review question

_____ describes when the subject of social research may react to being studied, thus altering their behavior from what it would have been normally.

A. Reactivity

B. Sensitivity

C. Hyperactivity

D. Validity

Review question

ANSWER: A.

Reactivity describes when the subject of social research may react to being studied, thus altering their behavior from what it would have been normally.

Review Question

In a _____, typically 12-15 people are brought together to engage in a guided discussion on some topic.

A. classroom

B. focus group

C. micro study

D. institution

Review Question

ANSWER: B.

In a focus group, typically 12-15 people are brought together to engage in a guided discussion on some topic.

Unobtrusive Research

• Unobtrusive Research Types of Unobtrusive Research

1. Content Analysis

2. Analysis of Existing Statistics

3. Comparative and Historical Analysis

Content Analysis

• Content Analysis – the study of recorded human communications (i.e., books, websites, paintings, laws).

Topics Appropriate for Content Analysis“Who says what, to whom, why, how,

and with what effect?”

Content Analysis

• Sampling in Content Analysis Units of Analysis

Sampling in Content Analysis

Identify the unit of analysis:You are interested in how children’s literature

portrays gender roles related to food preparation.

You are interested in popular film’s use of product placement of sweetened beverages.

You are interested in the content of Internet Blogs related to “Thin-spiration” fostering inappropriate weight loss.

Content Analysis

• Coding in Content Analysis Coding – the process whereby raw data

are transformed into a standardized form suitable for machine processing and analysis.

Content Analysis

• Coding in Content Analysis Manifest Content – the concrete terms contained

in a communication – viable surface content.

Content Analysis

• Coding in Content Analysis Latent Content – the underlying meaning of

communication.

Content Analysis

Conceptualization and the Creation of Code CategoriesOperational DefinitionLevels of Measurement

Content Analysis

Counting and Record KeepingThe end product of coding must be numerical.Record keeping must distinguish between

units of analysis and units of observation.Record from the base from which the counting

is done.Relational analysis versus conceptual

analysis

Content Analysis

Counting and Record KeepingTally sheets

Qualitative Data Analysis

Tips to Avoid Errorso If there are sufficient cases, use random

selectiono Give at least three examples in support of

each assertiono Have your analytic interpretations carefully

reviewed by otherso Report whatever inconsistencies you do

discover

Content Analysis

• Strengths of Content Analysis Economy of time and money Allowing for the correction of errors Permits the study of processes occurring

over time Research has little (if any) effect on

subjects Reliability

Content Analysis

• Weaknesses of Content Analysis Limited to recorded communications Validity

Review Question

In this technique, _________, the researcher goes beyond observing the frequency of a particular concept to examining relationships among concepts.

Review Question

In this technique, relational analysis, the researcher goes beyond observing the frequency of a particular concept to examining relationships among concepts.

Analyzing Existing Statistics

• The analysis of existing statistics is not the same as secondary analysis. Secondary analysis is where you obtain permission to use someone else's

database to undertake your own analysis. For example obtaining access to the Nurses Health Study database to apply a new way to analyze nutrient density.

• Existing statistics may be the main source of data or a supplemental source of data.


• Sources of Existing Statistics Statistical Abstract of the United States Bureau of the Census Demographic Yearbook World Health Organization Centers for Disease Control and

Prevention

Review Question

To overcome some validity problems, researchers can employ ________ by looking for multiple indicators of a concept.

A. validation

B. replication

C. sampling

D. logical reasoning


• Review Question To overcome some validity problems,

researchers can employ ________ by looking for multiple indicators of a concept.The correct answer is B. Researchers

use replication to look for multiple indicators of a concept, thereby overcoming some validity problems.

Ethics and Unobtrusive Measures

• Sometimes even unobtrusive measures can raise the possibility of violating subjects’ privacy.

• The general principles of honest observation, analysis, and reporting apply to all research techniques.

Review Question

Which of the following occurs when you obtain a copy of someone else’s data and undertake your own statistical analysis?

A. using quasi official statistics

B. using official statistics

C. secondary analysis

D. none of the above

Review Question

Answer: C.

Secondary analysis occurs when you obtain a copy of someone else’s data and undertake your own statistical analysis.

Review Question

Which of the following is(are) a type(s) of unobtrusive research methods?

A. content analysis

B. analysis of existing statistics

C. comparative and historical research

D. all of the above

Review Question

Answer: D.

Content analysis, analysis of existing statistics, and comparative and historical research are types of unobtrusive research methods.

Qualitative Data Analysis

• Qualitative analysis – the non-numerical examination and interpretation of observations, for the purpose of discovering underlying meanings and patterns of relationship.

Linking Theory and Analysis

• Discovering Patterns Frequencies Magnitudes Structures Processes Causes Consequences

Linking Theory and Analysis

• Discovering Patterns Cross-case analysis – an analysis that involves

an examination of more than one case; this can be either a variable-oriented or case-oriented analysis.

Variable-oriented analysis – an analysis that describes and/or explains a particular variable.

Case-oriented analysis – an analysis that aims to understand a particular case or several cases by looking closely at the details of each.

Qualitative Data Processing

• Concept Mapping – the graphic display of concepts and their interrelations, useful in the formulation of theory.

Qualitative Data Processing

• Concept Mapping

Evaluating the Quality of Qualitative Research

• Questions/Assessments for Evaluating Qualitative Research

1. How credible are the findings?

2. How has knowledge or understanding been extended by the research?

3. How well does the evaluation address its original aims and purpose?

4. How well is the scope for drawing wider inferences explained?

5. How clear is the basis of evaluative appraisal?



6. How defensible is the research design?

7. How well defended are the same design/target selection of cases/documents?

8. How well is the eventual sample composition and coverage described?

9. How well was the data collection carried out?

10. How well has the approach to, and formulation of, analysis been conveyed?



11. How well are the contexts of data sources retained and portrayed?

12. How well has diversity of perspective and content been explored?

13. How well has detail, depth, and complexity of the data been conveyed?

14. How clear are the links between data, interpretation, and conclusions?



15. How clear and coherent is the reporting?

16. How clear are the assumptions/theoretical perspectives/values that have shaped the form and output of the evaluation?

17. What evidence is there of attention to ethical issues?

18. How adequately has the research process been documented?

Review Question

Which of the following is(are) a way(s) a researcher may look for patterns in a particular research topic?

A. frequencies

B. magnitudes

C. structures

D. all of the above

Review Question

Answer: D.

A research may look for patterns in a particular research topic in the following ways: frequencies, magnitudes, and structures.

collecting and analyzing data – part 2 qualitative methods week 3 day 2 die 4564 research methods

Documents

qualitative research

validity slide

reliability slide

historical analysis

reporting slide

content analysis coding

content analysis sampling

research methods