Qualitative Research Methods

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Questions and Answers

In what way does qualitative research primarily aid exploratory research?

  • By measuring the impact of clearly defined marketing variables.
  • By providing definitive answers to specific research questions.
  • By quantifying the findings of quantitative research.
  • By identifying motivations and feelings that are difficult to measure directly. (correct)

Which type of market research is most suitable for testing the hypothesis that 'increased advertising spend leads to higher sales'?

  • Exploratory research
  • Qualitative research
  • Descriptive research
  • Causal research (correct)

What is a key limitation of qualitative research that quantitative research aims to overcome?

  • The difficulty generalizing findings to a larger population. (correct)
  • The lack of focus on understanding hidden psychological processes.
  • The reliance on statistical analysis for data interpretation.
  • The inability to generate new ideas and hypotheses.

A company notices a sudden increase in positive mentions on social media after launching a new product. Which type of research would best help them understand the reasons behind this positive feedback?

<p>Exploratory research to identify the key themes and sentiments in the social media feedback. (C)</p>
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Why might a researcher choose to conduct qualitative research before quantitative research?

<p>To discover new ideas and preliminary understanding of a phenomenon. (A)</p>
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What is the primary role of a moderator in a focus group interview?

<p>To stimulate discussion and ensure all relevant topics are covered. (A)</p>
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Which of the following is a key strength of using observational methods in research?

<p>The collection of actual behavior or activities rather than reported behavior. (A)</p>
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A researcher wants to study consumer behavior in a supermarket without directly interacting with shoppers. What type of observation would be most appropriate?

<p>Direct disguised observation (C)</p>
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What is a major challenge associated with gathering data through social media monitoring?

<p>The expense, unknown accuracy, and potential bias in the sample. (B)</p>
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How does 'sentiment analysis' contribute to understanding consumer opinions?

<p>By categorizing online comments into positive, negative, or neutral categories. (D)</p>
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In descriptive research designs, what factors influence the selection of an appropriate design?

<p>The nature of the initial problem, research questions, and research objectives. (A)</p>
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What is the primary goal of quantitative survey research methods?

<p>To provide facts and estimates from a large, representative sample. (B)</p>
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Which of the following is a common disadvantage of quantitative survey research designs?

<p>Challenges in accurately measuring respondent attitudes and behaviors. (C)</p>
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What is 'nonresponse error' in survey research, and how can it be mitigated?

<p>Insufficient number of respondents participating; by using incentives and callbacks. (C)</p>
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In the context of survey research, what distinguishes a 'self-administered survey' from other types of surveys?

<p>The respondent completes the survey without an interviewer present. (C)</p>
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What is a key disadvantage of online surveys compared to other survey methods?

<p>Internet samples are rarely representative of the entire population. (A)</p>
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What is the primary purpose of 'causal research designs' in marketing?

<p>To test cause-and-effect relationships between marketing variables. (A)</p>
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In experimental research, what is the role of 'control variables'?

<p>To remain constant so they do not influence the independent variable. (C)</p>
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What does 'internal validity' refer to in experimental research?

<p>The extent to which the research design accurately identifies causal relationships. (B)</p>
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How do lab experiments differ from field experiments regarding 'internal validity' and 'external validity'?

<p>Lab experiments have higher internal validity and lower external validity. (D)</p>
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According to the presented model, what factors directly influence social presence in Computer-Mediated Environments?

<p>Features of the metaverse platform (A)</p>
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Which research method involves bringing small groups of people together for an interactive discussion on a specific topic?

<p>Focus group interviews (D)</p>
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What is a key advantage of qualitative research in the storyboard phase?

<p>Gathering customer responses to ads (A)</p>
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In which research stage might customer responses to ads in the storyboard phase be gathered?

<p>Qualitative research (D)</p>
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What is the final step in conducting an In-Depth Interview (IDI)?

<p>Writing a summary report of results (A)</p>
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What is the last part of focus group interviews?

<p>Analyzing and reporting the results (B)</p>
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What element can contaminate results in focus group interviews?

<p>Group dynamics (D)</p>
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Which method of observation research can obtain information on attitudes, preferences, beliefs, and emotions?

<p>Ethnography (A)</p>
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What technological innovation is an advancement in making observation techniques more useful?

<p>Scanner-based panels (B)</p>
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Researchers use observation to collect behavior and marketing phenomena regardless of:

<p>The research design. (A)</p>
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Social mention and photovoice are examples of:

<p>Useful tools (D)</p>
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Data involving much larger samples is a form of collecting primary data used in:

<p>Quantitative methods (A)</p>
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What is emphasized when social influence affects consumer behavior?

<p>Can be observed (C)</p>
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The degree to which a person consciously knows their behavior is observed and recorded relates to:

<p>Awareness (A)</p>
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What helps apply quantitative techniques to qualitative data?

<p>Quantitative analysis techniques (A)</p>
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Which tool relies on natural language processing and textual analysis as its assign online comments?

<p>Sentiment analysis (B)</p>
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What describes people behaving the way they do?

<p>Psychology (C)</p>
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What happens during initial obeservation?

<p>Test the concept (B)</p>
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An Example of Social online customer experience can:

<p>Increases customer loyalty (A)</p>
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Flashcards

Exploratory Research

Research to discover ideas and insights to better understand the problem.

Descriptive Research

Research to collect information that provides answers to research questions.

Causal Research

Research to test cause-and-effect relationships between defined variables.

A common use of qualitative research

To gain preliminary insights into research problems.

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Quantitative research

Formal questions and predetermined response options in questionnaires given to large groups of respondents.

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Moderator's guide

A detailed outline of topics and questions for focus groups.

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Content analysis

Requires a systematic review of transcripts for individual responses in focus groups.

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Observation research

Observing and recording behavior or objects, people, events, and other phenomena systematically.

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Listening Platform

An integrated approach to monitoring and analyzing media sources to provide insights to support decisions.

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Internal validity

The extent to which the research design accurately identifies causal relationships.

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External validity

The extent to which the results can be generalized to the target population.

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Lab or Scenario Experiments

Casual research designs conducted in an artificial setting to obtain high internal validity but lack external validity.

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Field experiments

Manipulate independent variables to measure the dependent variable in a natural setting to achieve high realism.

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Theories

A formalized general principle or set of principles that explain known findings, which new hypotheses can be generated.

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Self-administered survey

An online survey has the respondent respond in their own time, filling out the survey on an interactive form, without the presence of an interviewer

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Sentiment analysis

Used to assign online comments into positive, negative, or neutral categories, using natural language processing.

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Focus group research

Focus group research brings small groups of people together for an interactive and spontaneous discussion of a particular topic or concept

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Qualitative data

Qualitative data consists of text, image, audio, or other digitally recorded data – occurring online, or collected by researchers.

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In-depth Interviews

The IDI uses a trained interviewer asking semi-structured, probing questions in a face-to-face setting.

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Content analysis

A systematic review of transcripts for individual responses and categorize them into larger categories.

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Study Notes

Qualitative Research

  • Qualitative research is employed in exploratory research.
  • Quantitative research may follow to quantify findings.
  • Qualitative research is valuable for decision-making when generating ideas such as customer responses to storyboards.
  • It is useful when initial feedback towards a new product is highly favorable or unfavorable.
  • Qualitative research is suitable for topics difficult to tap using quantitative methods to identify, not measure, motivations.
  • Qualitative research can be a follow-up to quantitative research.

Overview of Research Designs

  • Exploratory research seeks insights to understand a problem better.
  • Apple might use exploratory if iPhone sales unexpectedly drop.
  • Descriptive research gathers information to answer research questions.
  • Descriptive research helps identify trends and determine solutions.
  • Descriptive research also confirms exploratory research results.
  • Causal research tests cause-and-effect relationships between precise marketing variables.
  • This helps test hypotheses and requires clearly defined research questions and variables.
  • All three research designs may be used depending on the marketing research objective.

Qualitative vs. Quantitative Research Methods

  • Qualitative research aims to identify new ideas, thoughts, and feelings. Preliminary understanding relationships and understanding hidden psychological, social processes are goals of qualitative research.
  • Quantitative research aims to validate facts, estimates, and relationships.
  • Qualitative research is exploratory and quantitative is descriptive and causal.
  • Qualitative questions are open and probing, quantitative are structured.
  • Qualitative research has a relatively short execution time, quantitative longer.
  • Qualitative research uses small samples representing only the individuals sampled.
  • Quantitative research uses large samples that can represent the population.
  • Qualitative analysis involves content analysis and interpretation.
  • Quantitative analysis uses statistical methods for descriptive and causal predictions.
  • Qualitative researcher skills include interpersonal communication and interpretation of text/visuals.
  • Quantitative researcher skills include statistical analysis and interpreting numbers.
  • Qualitative generalizability is limited while quantitative is generally very good for inferring relationships.

Qualitative Research Methods

  • Qualitative data includes text, images, audio, or other digitally recorded data that occurs online or is collected by researchers.
  • Qualitative data can be analyzed qualitatively or quantitatively.
  • Most consider qualitative research less reliable than quantitative research but beneficial for deeper probing.
  • It is often used to gain initial insights into research problems.
  • It is also used to explore areas too superficial for quantitative research, like subconscious consumer motivations.
  • Qualitative researchers gather detailed data from small samples in short periods.
  • Data analysis includes content and software analysis.
  • Small sample sizes limit the ability to generalize findings to a broader population.

Quantitative Research Methods

  • Quantitative research uses formal questions and predetermined answers in questionnaires given to large groups.
  • Research problems are specific, and information needs are agreed upon by both parties.
  • Quantitative research is primarily used in descriptive and causal designs, sometimes in exploratory ones.
  • Quantitative analysis can be applied to qualitative data.
  • Main goals are to obtain information to predict market factors, behaviors, gain insights and validate/test hypotheses.
  • Quantitative methods are statistically projectable to the target population.

Advantages of Qualitative Research

  • Except for ethnography, data collection can be quick and low-cost, from sources like conversations, internet behaviour.
  • Qualitative research offers richness of data and accuracy in recording behaviours.
  • It provides preliminary insights for building models and scale measurements, with expertise providing insights from experts in social and behavioral science.

Disadvantages of Qualitative Research

  • Qualitative Lack generalizability to the broader population, and has difficulty estimating the magnitude of phenomena.
  • Qualitative research has low reliability, is dependent on finding qualified investigators, interviewers, and observers.
  • Qualitative research has reliance on subjective skills of its researchers.

Qualitative Data Collection Methods - In-Depth Interviews (IDI)

  • IDIs use trained interviewers asking semi-structured questions face-to-face.
  • Advantages include detailed information, no social pressure, and high participation.

Steps for IDI

  • Understand initial questions/problems.
  • Create research questions.
  • Select the best environment.
  • Select and screen respondents.
  • Greet the group and give guidelines.
  • Conduct the interview.
  • Analyze responses.
  • Write summary.

Focus groups

  • The method brings together small groups for an interactive discussion.
  • In online groups, responses can be produced quickly with a transcript.
  • Software may moderate dominate participants, so the researcher must still faciliate discussion.
  • Low incidence populations are easier to reach online for this reason, and they have higher convenience.
  • Responses tend to be more honest because they are honest due to less social pressure.
  • Three phases in focus groups are Planning, Conducting, Analysing/reporting.

Phase 1: Focus Group Study

  • Recruit people who represent the target population of interest.
  • Develop a recruiting approach that specifies participant qualifications.
  • A group size of 10-12 candidates is best.
  • Focus groups are best held in a facility.

Phase 2: Conducting Focus Group Discussions

  • Moderators question, stimulate, and control discussion by using a guide for topics and questions.
  • Allow a brief social session and ground rule explanation before asking the first question.
  • Inexperienced moderators lack enough questions
  • Moderators listen and remain neutral.
  • Moderators try to match the view of the participants.
  • Present a final overview and ask for more comments, while thanking participants and giving incentives.

Phase 3: Analysing and Reporting Results

  • Debriefing analysis is important for comparing notes quickly with researchers.
  • Debriefing is important for face-to-face and online focus groups.
  • Content analysis reviews transcripts for individual responses in categories.
  • Further analysis reveals greater patterns and themes than those considered during the debrief.

Advantages and Disadvantages of Focus Groups

  • Focus groups stimulate ideas and feelings.
  • Focus groups foster comprehension.
  • Focus groups allow for client participation and bring together participants.
  • Social influence process are more observable in focus groups.
  • Findings lack generalizability.
  • The reliability of focus groups is more limited.
  • The interpretation is based on the trustworthiness, care, and insight.
  • Group dynamic contaminates results, and has "groupthink"

Observation Methods

  • Observation is used for collecting primary data on behaviors and phenomenon regardless of research design.
  • It can collect qualitative/quantitative data for analysis.
  • Researchers rely on their abilities, not questionnaires .
  • Data includes physical actions, expressive and verbal communication.
  • Data includes temporal behaviors patterns, and relationship locations of the behavior.
  • Data includes objects present with the behavior.

Observation Research

  • It invloves observing and recording behavior, events, or other phenomenon systematically.
  • It requires observable behavior, and a good recording method.
  • Trained observers are used to measure through recorders or automated devices.
  • Nonparticipant methods do not obtain attitudes, preferences, emotions, etc.
  • Ethnography includes personal involvement with a sample group, therefore includes participation.
  • True ethnographics are rarer for cost.

Unique Characteristics of Observational Methods

  • Directness of the observation, and awareness of observation by observed.
  • There is a degree of structure and also what is being observed with instruments.

Types of observational methods

  • Human researchers understand data and offer excellent interpretation.
  • In many other situations tools are more correct for analyzing data.
  • Devices (cameras) lower costs and reduce flexiblility.
  • Technology makes observation useful, which scans data useful and panels such as the internet which uses search engines.

Benefits and Limitations of Observation

  • It is the collection of actual behaviours.
  • It reduces recall errors and participation problems, as well as lower costs.
  • Difficult to generalize findings
  • Difficult to combine with other factors, as well as set up recordings.

Social Media Monitoring

  • Observational based approach on the analysis of brand's products.
  • Consumers share comments.
  • No interactions between researchers bias.
  • Easier accessibility to participant populations.
  • Weaknesses are an unknown target market.

Listening Platform, Sentiment Analysis

  • Analytical approach to collect data on decisions.
  • Monitors band handle complaints etc.
  • It improves AI analysis with positives and negatives.
  • There are two tools called mention and photovoice.

Group Work

  • Marketing research and project are 25% of final result.
  • Form now in groups of 3-5, or may be randomly assigned.
  • Choose one brand to stick with.
  • February 22 11:59 PM is deadline to find group.

Value for causal design and designs

  • Chapter 4 explains qualitative
  • Chapter 5 explains primary data through samples of many
  • With descriptive and causation.

Descriptive Research

  • Based on identifying the nature, then the questions, then the objectives.
  • A Descriptive design is based on market evaluation.
  • Based on evaluation and marketing
  • Is objective to identify correlations in groups.

Descriptive Research Surveys

  • There are tools such as questions or just measuring objectively.
  • The survey has many groups to process answers objectively.

Quantitative

  • Has large sample which leads to better data.
  • Accurate measurements.
  • Easy for administrators.
  • Easy for data.

Disadvantages

  • Accurate questions is difficult.
  • In depth data difficult is hard to get.
  • Response is a problem.

Survey Research

  • Errors are responses.
  • It has two methods for memory, and for reducing errors.

Types of Person Administered Surveys

  • It is based on the structured home interviews.
  • It has a person who stops the people to get asked based on their experience.

Computer Assisted and Mobile

  • There is only recording of persons data.
  • It is rapid and it has mobile percentage.

Self Administered Surveys

  • It is based a time, it could be a server with all the data.
  • It is based on alternatives for postal.
  • It allows for low cost analysis.
  • Has limited flexibility, and also potential errors.

Online methods

  • This method Is online surveys.
  • It can be inexpensive.

Online disadvantages

- Low reprenation, with high unbiasness.

Example vehicles

  • The attitudes, performance all effect.

Causal Designs

  • There is a cause by data with cause and effect.
  • It requires collecting data, with experience from multiple events.
  • It does not indicate with high causality.

Nature of experimentation

  • More discrete and observable.
  • Experiments focus on determine the effects.
  • Controls evaluate variables.

Experiment and Research

  • Validity is what is true with research.
  • External validity includes the group being tested.
  • Expermental models are one hot studies.

Lab vs Field experiments

  • Lab experiments creates validity
  • Field experiments manipulate variables, but is costly.

Typical Research Process and Studies

  • Conduct data for a test and also evaluate model.
  • Collect data to determine theories.

A typical experiment

  • Do this week, do it yourself.
  • Create your own online structure.

Collect data

  • Hypothesis is that the customer experiece increases value.
  • Proposed causes are the data variable.
  • Depends variables evaluate the outcome

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