Marketing Research Overview
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Questions and Answers

What is the process of gathering data, information, and facts to advance knowledge?

  • Marketing Research
  • Data Analysis
  • Research (correct)
  • Decision-Making

What is the process of planning, collecting, analyzing, and interpreting data relevant to a marketing decision?

  • Data Analysis (correct)
  • Decision-Making
  • Research
  • Marketing Research

Which of the following is a key element within the total marketing information system?

  • Marketing Research (correct)
  • Research
  • Data Analysis
  • Decision-Making

What does the term 'Customer Co-creation' refer to in the context of marketing research?

<p>Involving customers in the design and development of products or services (D)</p> Signup and view all the answers

What are the three main types of data, as discussed in the text?

<p>Primary, Secondary, and Tertiary (C)</p> Signup and view all the answers

Which type of market research is conducted by someone else?

<p>Secondary Market Research (B)</p> Signup and view all the answers

Which type of data is verifiable facts from reliable sources, measurable and indisputable?

<p>Hard Data (B)</p> Signup and view all the answers

Plagiarism involves using another person's words or ideas without acknowledgment, and is a serious offense.

<p>True (A)</p> Signup and view all the answers

Which type of research method is primarily exploratory, unstructured, and based on small samples?

<p>Qualitative Research Method (B)</p> Signup and view all the answers

Which type of research method typically applies some form of measurement and statistical analysis?

<p>Quantitative Research Method (B)</p> Signup and view all the answers

A mystery shopper is a tool used only internally by companies to measure the quality of service.

<p>False (B)</p> Signup and view all the answers

What type of questioning involves asking respondents to choose from contradictory answers, such as 'yes' or 'no'?

<p>Dichotomous Question (B)</p> Signup and view all the answers

The Likert Scale requires respondents to indicate a degree of agreement or disagreement with a series of statements about the stimulus objects.

<p>True (A)</p> Signup and view all the answers

The semantic differential scale is usually characterized by:

<p>A seven-point scale with bipolar labels (A)</p> Signup and view all the answers

The 'inner model' in SEM refers to the measurement model, while the 'outer model' refers to the structural model.

<p>False (B)</p> Signup and view all the answers

PLS-SEM is a statistical technique that estimates causal relationships using a combination of statistical data and qualitative causal assumptions.

<p>True (A)</p> Signup and view all the answers

Which of the following is NOT an advantage of SEM compared to simple regression?

<p>Ability to analyze data in a single step (E)</p> Signup and view all the answers

When is using PLS-SEM generally recommended over CB-SEM?

<p>When the research involves a small sample size (A), When the research is purely exploratory (C), When the data is non-normal (F), When the research involves complex models with many latent variables (G)</p> Signup and view all the answers

Cronbach's alpha is a measure of convergent validity.

<p>False (B)</p> Signup and view all the answers

Fornell and Larcker's criterion for discriminant validity states that the square root of AVE for each latent variable should be greater than correlations among other latent variables.

<p>True (A)</p> Signup and view all the answers

When testing the measurement quality of a reflective measurement model, what should you always check first?

<p>The indicator loadings (A)</p> Signup and view all the answers

A VIF value less than 5 is generally considered acceptable for each latent variable in PLS-SEM.

<p>True (A)</p> Signup and view all the answers

Which of the following can be considered a reasonable R2 value for a structural equation model?

<p>0.50 (B)</p> Signup and view all the answers

SEM requires that factor analysis and hypothesis testing are conducted in separate steps.

<p>False (B)</p> Signup and view all the answers

Flashcards

What is marketing research?

The process of gathering, analyzing, and interpreting data relevant to marketing decisions.

What is real-time big data research?

It's the systematic use of customer data to adapt quickly to changing trends.

What is a Marketing Information System (MIS)?

A multi-resource system for collecting, analyzing, storing, and distributing marketing data to support decision-making.

What is secondary data?

Data that is already collected and readily available, such as internal sales records or published reports.

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What is primary data?

Data that is collected specifically for a particular research project, such as surveys or focus groups.

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What is hard data?

Verifiable facts from reliable sources, measurable and indisputable.

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What is soft data?

Qualitative information (like ratings or opinions) that is later quantified.

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What is big data?

Large, structured or unstructured datasets used for actionable insights.

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What is primary research?

Research conducted by the organization itself, tailored to specific needs, but often costly and time-consuming.

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What is secondary research?

Research conducted by external entities, cost-effective and quick, but might lack specificity.

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What is tertiary information?

Summaries or overviews of information, like textbooks, providing a compact overview.

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What is secondary information?

References or existing records of information, like scientific papers, offering detailed information but not being primary sources.

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What is primary information?

Original data, like survey results, highly accurate but expensive and time-intensive.

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What is internal secondary data?

Data that is already available within an organization, readily usable or needing minimal processing.

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What is external secondary data?

Data sourced from external sources, like published materials, databases, or syndicated services.

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What are the steps in the marketing research process?

The process of defining the problem, designing the research, collecting and analyzing data, and presenting findings.

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What is the structural model in SEM?

The assumed causation among a set of dependent and independent constructs in a structural model.

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What is the measurement model in SEM?

The loadings of observed items (measurements) on their expected latent variables (constructs) in a measurement model.

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What is Structural Equation Modeling (SEM)?

A statistical technique for testing and estimating causal relationships using a combination of statistical data and qualitative causal assumptions.

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What is PLS-SEM (Partial Least Squares SEM)?

A statistical approach for SEM that is better suited for exploratory research, formative constructs, complex models, and smaller sample sizes.

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What is CB-SEM (Covariance-based SEM)?

A statistical approach for SEM that is better suited for confirmatory research, reflective constructs, simpler models, and larger sample sizes.

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What is qualitative research?

A research approach that focuses on gaining a deep understanding of a phenomenon, using unstructured methods and small samples.

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What is quantitative research?

A research approach that focuses on quantifying data and analyzing patterns using structured methods and larger samples.

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What is a reflective measurement model?

A measurement model where indicator variables are assumed to be caused by the latent construct.

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What is a formative measurement model?

A measurement model where indicator variables are assumed to cause the latent construct.

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What is Cronbach's Alpha?

A technique used to measure the consistency of a scale or questionnaire by assessing how well items within the scale correlate with each other.

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What is convergent validity?

A measure of how well a scale or instrument measures the intended construct by examining whether items related to the same concept cluster together.

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What is discriminant validity?

A measure of how well a scale or instrument distinguishes between different concepts, ensuring they are not measuring the same thing.

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What is mystery shopping?

A method used in marketing research to measure the quality of service or compliance with regulations by posing as a customer.

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What is a questionnaire?

A formalized set of questions used to gather information from respondents.

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What is an open-ended question?

A type of question that allows respondents to provide their own answers in their own words.

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What is a closed question?

A type of question that provides respondents with a limited set of predetermined answers to choose from.

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What is a dichotomous question?

A type of question that presents respondents with two opposing options to choose from, often yes or no.

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Study Notes

Marketing Research Presentations

  • Presentations were given by Julia Just, Oliwia Sokołowska, Patrycja Grzesiak, Ania Czernik, and Julia Sotel.

Introduction to Conducting Marketing Research

  • Research is the process of gathering data, information, and facts to advance knowledge.
  • Marketing research is defined as "the process of planning, collecting, analyzing, and interpreting data relevant to a marketing decision."
  • In the 1990s, surveys and quantitative data were used.
  • In the 2000s, internet research methods, such as online surveys and web analytics, were used.
  • In the 2010s, real-time big data research focused on using customer big data to adjust quickly to trends.
  • In the 2020s, channel integration and customer co-creation are important, using customer data for more effective consumer engagement.

Marketing Information System (MIS)

  • Marketing Research is a crucial element of the MIS.
  • MIS is a multi-resource system for collecting, analyzing, storing, and disseminating marketing data to support marketing decision-making.
  • Components of an MIS include internal records (printed, digitalized sales, claims), and management and personal knowledge (pre-understanding, unwritten attitudes, motives).

Tendencies in the Use of MIS

  • Trend 1: Increased Use of Big Data: Examples include Amazon and Allegro using big data for customer recommendations.
  • Trend 2: Integration of AI and Machine Learning: Examples include Netflix utilizing machine learning for personalized recommendations and Allegro using AI-based summaries of customer opinions.
  • Trend 3: Real-Time Analytics: Examples include Coca-Cola using social media for quick adjustments to marketing campaigns.
  • Trend 4: Enhanced Data Privacy and Ethical Responsibility: Examples include Apple's App Tracking Transparency feature to empower users to control their data sharing.

Marketing Information System in a Retail Clothing Store

  • Data Collection involves using POS systems to capture purchase data (items, time, payment, demographics) and online analytics for website data (page views, click-through rates, abandoned carts).
  • Data integration combines data from various sources (POS, e-commerce, customer feedback, social media) for a comprehensive view.

Data Analysis

  • Customer Segmentation: Using data to segment customers by purchasing behaviour, demographics, and preferences (e.g., young adults interested in sustainable fashion).
  • Trend Analysis: Examining sales data to identify trends over time.
  • Exemplary Trends: Sustainable fashion, second-hand/vintage shopping, subscription/rental services, inclusivity/diverse representation, and marketing communication concerning environmental impact and transparency.
  • Inventory Management: This is informed by understanding consumer trends to ensure popular items are adequately stocked and less popular items are phased out.

Secondary Data Research

  • Hard data: Verifiable facts from reliable sources (indisputable).
  • Soft data: Qualitative information (e.g., ratings, surveys).
  • Big data: Large volume of structured or unstructured data.
  • Primary market research: Conducted by you or your firm.
  • Secondary market research: Conducted by someone else.

Classification of Secondary Data

  • Internal: Ready to use, or requires processing.
  • External: Published materials, computerized databases, or syndicated services.

Benefits and Limitations of Secondary Data

  • Benefits: Low cost, quick access, longitudinal analysis, wide availability.
  • Limitations: Lack of control over accuracy, outdated information, accessibility issues.

Research Design Components

  • Research questions
  • Data sources and gathering methods
  • Sampling
  • Research instruments

Plagiarism

  • Unacknowledged use or appropriation of another person's words or ideas.

Data Typology

  • Primary data: Collected firsthand (surveys, focus groups).
  • Secondary data: Gathered by others (census data, market research reports).

Data Types

  • Hard data: Verifiable facts (measurable and indisputable).
  • Soft data: Qualitative information (ratings, surveys).
  • Big data: Large volume of data (structured or unstructured).

Market Research

  • Primary research: Conducted by your company (specific, tailored but costly).
  • Secondary research: Conducted by external providers (cost-effective, but lacking specificity).

Three Types of Data

  • Tertiary information: Summaries or overviews (e.g., textbooks)

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Description

This quiz covers essential concepts of marketing research, exploring its evolution from traditional surveys in the 1990s to advanced internet methods in the 2000s and real-time big data usage in the 2010s. Understand the significance of Marketing Information Systems (MIS) and how they integrate marketing data for effective decision-making. Test your knowledge on the historical and contemporary aspects of marketing research.

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