Research Methods and Agile Methodologies
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Questions and Answers

What does validity refer to in research?

  • Whether the results represent what they claim to measure (correct)
  • The time taken to conduct the research
  • The number of participants in the study
  • The accuracy of the researcher's interpretation
  • Exploratory research focuses on explaining relationships between variables.

    False (B)

    What are the commonly studied units of analysis in research?

    Individuals, groups, organizations, social interactions, purchase behavior, innovation performance, venture growth.

    The two main research philosophies discussed are __________ and __________.

    <p>Positivism, Interpretivism</p> Signup and view all the answers

    Match the purpose of research with its description:

    <p>Exploratory research = Generates initial ideas about a phenomenon Descriptive research = Observations and detailed documentation about what, where, and when Explanatory research = Explains relationships and causal factors behind observed phenomena Causal research = Tests hypotheses through causal relationships</p> Signup and view all the answers

    Which of the following is NOT a step in the design plan of a research project?

    <p>Select a sport for competitive analysis (B)</p> Signup and view all the answers

    In positivism, the meaning of phenomena is considered consistent across different subjects.

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

    What is operationalization in the context of research?

    <p>Determining how to measure the results of the study.</p> Signup and view all the answers

    What is the primary focus of Design Thinking?

    <p>Understanding the needs and perspectives of people (B)</p> Signup and view all the answers

    Agile methodologies focus solely on completing projects as quickly as possible.

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

    What is the main purpose of the Lean Startup method?

    <p>To minimize risk and waste while maximizing customer value.</p> Signup and view all the answers

    In Agile, individuals and interactions are valued over __________.

    <p>processes and tools</p> Signup and view all the answers

    Match the following Agile methods with their descriptions:

    <p>Scrum = A project management framework for software development Lean Startup = An Agile method for business model innovation Design Thinking = A human-centered approach to problem-solving Agile = A high level set of values defining how to work</p> Signup and view all the answers

    Which of the following is NOT one of the four Agile guidelines?

    <p>Completing documentation over team collaboration (B)</p> Signup and view all the answers

    Scrum is the only methodology that adheres to Agile principles.

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

    What is the primary purpose of experimental research?

    <p>To study causal relationships (B)</p> Signup and view all the answers

    What does the iterative development approach in Agile aim to improve?

    <p>Development pace and flexibility.</p> Signup and view all the answers

    In a between-subjects design, the same participants are assigned to all conditions.

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

    What are the strengths of using experiments in research?

    <p>Studying causal relationships, isolating variable impacts, replication, scientific rigor.</p> Signup and view all the answers

    Survey research primarily employs a __________ approach.

    <p>deductive</p> Signup and view all the answers

    Which of the following is a guideline for asking survey questions?

    <p>Avoid double-barrelled questions (B)</p> Signup and view all the answers

    What is the role of independent variables in a research model?

    <p>They explain other variables. (C)</p> Signup and view all the answers

    Match the following research methods with their characteristics:

    <p>Experimental Research = Manipulation of independent variables Survey Research = Gathering self-reported data Cross-sectional Survey = Data collected at a single point in time Within-subjects Design = Same participants in all conditions</p> Signup and view all the answers

    Full mediation occurs when the mediator explains part of the relationship between independent and dependent variables.

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

    Experiments often require deceiving subjects to maintain scientific rigor.

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

    What are the two approaches to theory building mentioned in the content?

    <p>Induction and Deduction</p> Signup and view all the answers

    What kind of data is typically collected in cross-sectional surveys?

    <p>Quantitative data on multiple variables from large samples at a single point in time.</p> Signup and view all the answers

    In social media marketing, the traditional approach is often referred to as the ______ approach.

    <p>Bowling</p> Signup and view all the answers

    Match the type of variable with its definition:

    <p>Independent Variable = Explains or influences other variables Dependent Variable = Explained by other variables Mediator = Shows the connection between two variables Moderator = Changes the strength and direction of the relationship</p> Signup and view all the answers

    What should a research topic be to ensure it is successful?

    <p>It should be feasible and worthwhile. (D)</p> Signup and view all the answers

    The introduction of a research paper is typically written as the first step after the literature review.

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

    What type of mediation occurs when the mediator explains all of the relationship between independent and dependent variables?

    <p>Full mediation</p> Signup and view all the answers

    What does Public Value Theory aim to enhance?

    <p>Public service effectiveness (B)</p> Signup and view all the answers

    The assimilation depth of AI-enabled services negatively affects operational public service for citizens.

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

    What does the acronym OPSC stand for?

    <p>Operational Public Service for Citizens</p> Signup and view all the answers

    Assimilation breadth of AI-enabled services (ABES) positively affects _____ public service for citizens (SPSC).

    <p>strategic</p> Signup and view all the answers

    Match the following terms with their descriptions:

    <p>ADES = Assimilation depth of AI-enabled services ABES = Assimilation breadth of AI-enabled services OPSC = Operational public service for citizens SPSC = Strategic public service for citizens</p> Signup and view all the answers

    Which hypothesis states that citizen satisfaction is positively impacted by strategic public service?

    <p>Hypothesis 6 (B)</p> Signup and view all the answers

    Risk factors do not play a role in the relationship between assimilation depth and operational public service.

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

    What scale was used in the survey questionnaire for assessing AI service assimilation?

    <p>5-point Likert Scale</p> Signup and view all the answers

    What is the main dependent variable in the study of consumer attitudes towards AI-based digital assistants?

    <p>Intention to disclose information (B)</p> Signup and view all the answers

    Personalization negatively affects consumers' attitudes towards AI-based digital assistants.

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

    Name one factor that mediates the impact of privacy concerns and personalization on consumers' willingness to disclose information.

    <p>Attitude towards the digital assistant</p> Signup and view all the answers

    The theory that suggests attitudes influence behavioral intentions is known as the Theory of ______.

    <p>Planned Behavior</p> Signup and view all the answers

    Match the following concepts with their descriptions:

    <p>Anthropomorphism = Giving human-like traits to AI Privacy Concerns = Hindrance to sharing information Personalization = Enhancing consumer experience Privacy Calculus Theory = Understanding decisions related to data sharing</p> Signup and view all the answers

    How many independent variables were identified in the study?

    <p>4 (C)</p> Signup and view all the answers

    No moderators were identified in the framework of the study.

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

    What is the Personalization-Privacy Paradox (PPP)?

    <p>The conflict between the benefits of personalization and concerns about privacy.</p> Signup and view all the answers

    Study Notes

    Lecture Notes Summary

    • Lecture 1: Scientific contribution is a gap in current literature and practice. Social sciences focus on human behavior, use messy data, and do not have universal answers. Scientific research contributes to a body of knowledge by discovering laws and postulating theories, explained using logic and evidence. Methods followed by scientific research are methodical. Data are collected and interpreted.

    • Lecture 1: Research Paper Structure and Significance. Before research papers are developed, the significance of the topic and novelty must be addressed, along with curiosity and approachability.

    • Lecture 2: Value-in-use is the providing of utility. Value co-creation is complex and dynamic, dealing with uncertainty which requires facilitation of subjectivity, complexity, and chaos management.

    • Lecture 2: Agile, Scrum/Lean-Startup methods are used to address value co-creation in entrepreneurial settings. Agile is an iterative approach, Scrum is a project management framework for software development, and Lean Startup is methodology for business and model innovation. Agile guidelines include individuals and interactions, working software, and comprehensive documentation.

    • Lecture 2 & 7: Agile methods and frameworks, and design thinking processes, are used in practice when applying the agile viewpoint.

    • Lecture 3: Elements of Theory. This covers constructs, ideas, and variables in relation to each other, as well as the boundaries of the theory. Types of variables are discussed. These elements are part of any study or published marketing research. A theory is presented, often in the form of a model, to explain different types of variables in a proposed research model.

    • Lecture 3: Common approaches to theory building use inductive and deductive methods.

    • Lecture 4: Possible Exam Questions. Discussion on Cronbach's alpha and validity, along with the purpose of Systematic Literature Reviews (SLRs). Research gaps are important to identify within a topic.

    • Lecture 4: Deductive and Inductive Research Approaches. Summarized.

    • Lecture 4: Discussion of digital marketing.

    • Lecture 5: Business Models. This defines a business model as a simplified representation of a company's activities. Components of the model include strategic components (e.g., strategy, resources, network), customer & market components (e.g., customer model, revenue model), and value creation components (e.g., manufacturing, procurement, financial). There are examples of business model components such as Razor-Razor Blade models, and how to analyze these elements.

    • Lecture 5 & 6: The importance, and applications of business models around, are discussed.

    • Lecture 6: Discussion on constructs/variables. Concretely discussing the components of a research paper by Kronemann, and the elements of a research paper, such as objectives, units of analysis, and methodology, including internal and external validity.

    • Lecture 6: Exam example - Discussion on models, variables, and how those concepts are used in practice.

    • Lecture 7: Methodology and methods are distinct although related. A methodology provides a rationale for a specific research approach, whereas a method is used to gather data in order to answer research questions. A properly developed research design reduces bias and increases confidence in findings. Types of analysis (qualitative and quantitative) and data collection are discussed.

    • Lecture 7: Different research processes, and the different types of research.

    • Paper Summary (Article 1): Lean startup, operationalizing. This is about lean startup (LS) as a method for opportunity exploration. Discusses the research gap in the literature, lack of quantitative LS research. Lean startup is a toolset for exploration, utilizing experimentation and early customer insight.

    • Paper Summary (Article 2): Agile co-creation process. This is about how companies use agile methods for co-creation processes, how value is created and organized between parties involved. It deals with a digitalization paradox, where increased revenues do not always yield higher profits due to rising costs.

    • Paper Summary (Article 3): Business Models. This is about the concept of business models, and components like strategic components (strategy, resources, network), customer and market components, and value creation components. Examples and the importance of the business model canvas are explored.

    • Paper Summary (Article 4): Harnessing the potential of AI in government services. This is about the importance of using AI-enabled services by different government departments to better meet the needs of citizens. Discusses research questions, limitations of previous studies, and an explanation of the research method/approach used to explore the topic(s).

    • Paper Summary (Article 5): Impact of Online vs. Offline acculturation. This is focused on consumer acculturation. There are specific questions about online and offline cultures and consumer adaptation in the research.

    • Paper Summary (Article 6): How AI encourages consumers to share secrets. The study covers AI in marketing and customer service, discussing the privacy paradox, consumer trust, and anthropomorphism with various aspects in AI.

    • Paper Summary (Article 7): Effective Marketing Communication. This explores how interactive and non-interactive advertising formats affect messaging effectiveness on social networks. The study used experiments, and tie strength and advertising literacy moderate the effectiveness of different conditions. There is a discussion of the model, along with methods and techniques.

    Paper Summaries (additional points):

    • Multiple articles presented in the paper summaries had research questions and hypotheses.
    • There were multiple types of data collection methods, for example, surveys and interviews.
    • Each paper had a methodology section and a discussion/conclusion section.

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    Description

    Test your knowledge on key concepts in research methods and Agile methodologies. This quiz covers validity, research philosophies, and operationalization, as well as various Agile frameworks like Scrum and Lean Startup. Sharpen your understanding of these essential research and project management topics.

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