IE Research Methodology Course
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Questions and Answers

Which of the following philosophical stances posits that reality is objective and external to the observer?

  • Constructivism
  • Objectivism (correct)
  • Interpretivism
  • Positivism
  • In the empirical cycle, the development of a hypothesis precedes the observation phase.

    False (B)

    What does 'TAM' refer to in the context of new computer technologies?

  • Temporal Access Mechanism
  • Technology Acceptance Model (correct)
  • Technical Application Module
  • Theoretical Analysis Method
  • What is the primary purpose of a systematic literature review?

    <p>To comprehensively identify, evaluate, and synthesize all relevant research on a specific topic.</p> Signup and view all the answers

    In deductive reasoning, you infer a rule based on a cause and effect.

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

    The Gioia Method is often used for ______ research.

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

    What is the primary difference between objectivism and constructivism?

    <p>Objectivism posits that phenomena and their meanings exist independently of actors, while constructivism views them as constantly accomplished by actors.</p> Signup and view all the answers

    The instance to which the theory applies is referred to as the ______.

    <p>unit of analysis</p> Signup and view all the answers

    Match the following terms with their correct definitions within scientific research:

    <p>Theory = A well-substantiated explanation of some aspect of the natural world. Model = A simplified representation of a system or process. Variable = A characteristic or attribute that can vary and can be measured or counted. Hypothesis = A testable statement about the relationship between variables.</p> Signup and view all the answers

    Which type of research focuses on understanding meaning and interpreting experiences rather than testing hypotheses?

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

    Match the following descriptions with their respective reasoning types:

    <p>Given a cause and effect, induce the rule = Induction Given the rule and the cause, deduce the effect = Deduction Given the rule and effect abduce a cause = Abduction</p> Signup and view all the answers

    Deduction involves moving from specific observations to general theories.

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

    Which philosophical foundation of research focuses on what is considered 'acceptable knowledge'?

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

    In constructivism, a researcher’s account of the world is considered objective and unchanging.

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

    Give an example of something that might be studied using objectivism, as mentioned in the text?

    <p>Organizational hierarchies, rules &amp; regulations, or procedures</p> Signup and view all the answers

    Under objectivism, phenomena and their meanings exist ______ of actors.

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

    Which research approach attempts to understand social phenomena through subjective meaning?

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

    Positivism emphasizes that researchers' interpretations are influenced by their own experiences.

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

    In the empirical cycle, what is the step that follows observation?

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

    The problem-solving cycle is used for performance-related business issues that do not meet a defined _________ level.

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

    Match the following concepts with their associated approach:

    <p>Objective Measurement = Positivism Subjective Meaning = Interpretivism Generalizable Insights = Empirical Cycle Context-Specific Solutions = Problem-Solving Cycle</p> Signup and view all the answers

    Which approach aims to develop generally applicable 'laws' that can be tested deductively?

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

    The problem-solving cycle aims to develop and empirically test theories.

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

    What is the main goal of the empirical cycle?

    <p>generalizable insights</p> Signup and view all the answers

    In the problem-solving cycle, the stage after problem definition is _________.

    <p>analysis and diagnosis</p> Signup and view all the answers

    Which cycle uses observation → induction → deduction as key steps to develop and empirically test theories?

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

    Which of the following best describes ecological validity?

    <p>The extent to which a measure captures the daily life conditions of those being studied. (C)</p> Signup and view all the answers

    Controlling for internal validity increases external validity.

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

    What is the primary difference between a quasi-experiment and a true experiment, according to the text?

    <p>Randomization and manipulation of variables, which may not be achievable in a quasi-experiment.</p> Signup and view all the answers

    In a randomized block design, variability within each block is ________, while variability between blocks is ________.

    <p>minimized, maximized</p> Signup and view all the answers

    Match the following measurement scales with their descriptions:

    <p>Nominal = Categories with no order or ranking Ordinal = Categories with a clear order, but unequal intervals Interval = Numerical values, equal intervals, arbitrary zero point Ratio = Numerical values, equal intervals, absolute zero point</p> Signup and view all the answers

    Which of the following is NOT a threat to internal validity?

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

    Anonymity in a questionnaire means that the researcher knows who the respondents are, but keeps that information private.

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

    What is the main disadvantage related to using open-ended questions in a questionnaire?

    <p>Lower reliability, and more difficult analysis.</p> Signup and view all the answers

    The tendency of a sample statistic to systematically over- or under-estimate a population parameter is referred to as ________ bias.

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

    What is the purpose of the Latin square design?

    <p>To control for the order effect of treatments. (C)</p> Signup and view all the answers

    Which of the following components is not part of a cause and effect diagram?

    <p>Intermediate solutions (D)</p> Signup and view all the answers

    Deduction involves making a conclusion based on a limited set of specific cases.

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

    What is the purpose of research questions in a thesis?

    <p>To direct the search for required information and structure the thesis report.</p> Signup and view all the answers

    BEP for a research proposal is typically between ______ pages.

    <p>10-15</p> Signup and view all the answers

    Match the research chapters with their descriptions:

    <p>Ch1 = Context and situation description Ch2 = Detailed problem analysis with cause-effect reasoning Ch3 = Research objectives and questions Ch4 = Methodology justification</p> Signup and view all the answers

    Which of the following best describes methodological triangulation in research?

    <p>Combining different research methods to study the same phenomenon. (A)</p> Signup and view all the answers

    In the context of research methodology, 'construct validity' primarily refers to:

    <p>The degree to which a research instrument measures what it intends to measure, based on established concepts. (A)</p> Signup and view all the answers

    Which of these data collection methods is primarily considered a quantitative approach?

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

    What is the main purpose of ensuring 'transparency of protocol' in research?

    <p>To enhance the reliability of the research process and its findings. (C)</p> Signup and view all the answers

    What is the main purpose of analyzing the 'chain of evidence' in a research project?

    <p>To demonstrate how the conclusions of the research are linked back to the data, ensuring a clear analytical process. (B)</p> Signup and view all the answers

    Which of the following best describes the role of researcher interpretation in interpretivism?

    <p>Researchers' interpretations are influenced by their own experience and are an essential part of the analysis. (C)</p> Signup and view all the answers

    In the empirical cycle, what is the primary purpose of the 'deduction' phase?

    <p>Testing theoretical predictions (hypotheses) against collected data. (A)</p> Signup and view all the answers

    What distinguishes the problem-solving cycle from the empirical cycle?

    <p>The problem-solving cycle focuses on context-specific performance issues, while the empirical cycle focuses on developing and testing generalizable theories. (C)</p> Signup and view all the answers

    Which of the following most accurately represents how positivism views social phenomena?

    <p>Social phenomena can be objectively observed and measured like natural phenomena. (A)</p> Signup and view all the answers

    According to the provided content, where might you begin to develop good research questions?

    <p>By identifying what puzzles or intrigues you. (C)</p> Signup and view all the answers

    Which statement best describes the concept of 'subjective meaning' within the context of interpretivism?

    <p>Subjective meaning represents the interpretations and understandings that social actors ascribe to their experiences. (D)</p> Signup and view all the answers

    What is a fundamental difference in the research methods suitable for positivism and interpretivism?

    <p>Positivism explores social phenomena at a distance through objective measurement, while interpretivism aims at engagement with social actors, in an attempt to understand. (D)</p> Signup and view all the answers

    What is the main purpose of the ‘evaluation’ step in the problem-solving cycle?

    <p>To assess the effectiveness of the solution and learn for future problems. (A)</p> Signup and view all the answers

    In the context of quantitative research, what is the best description of a 'construct'?

    <p>A specific operationalization of a concept, invented for scientific purposes. (C)</p> Signup and view all the answers

    Which of the following best describes the difference between a 'concept' and a 'construct'?

    <p>Concepts are broader in scope and may apply to both actual and possible cases, while constructs are specific operationalizations applied to actual cases. (A)</p> Signup and view all the answers

    Which phrase best describes a 'variable' in quantitative research?

    <p>A characteristic or attribute that is measured. (D)</p> Signup and view all the answers

    Which of these is an example of a semantic differential scale?

    <p>A scale using a 1-5 range, with opposing words at each end. (D)</p> Signup and view all the answers

    What is a key feature of a graphic rating scale?

    <p>It employs pictograms to represent different levels of a characteristic. (A)</p> Signup and view all the answers

    In the theoretical plane of research, what is primarily being achieved?

    <p>Developing concepts and constructs. (A)</p> Signup and view all the answers

    A researcher is creating a questionnaire which uses a rating scale of 1-10, '1' labelled 'Not good at all' and '10' labelled 'Extremely good'. What type of scale is this?

    <p>Semantic differential scale (D)</p> Signup and view all the answers

    Why is it important to measure in research?

    <p>To make empirical claims based on actual cases. (B)</p> Signup and view all the answers

    What is the primary purpose of using a jury for interpreting qualitative data?

    <p>To enhance face validity by confirming interpretations with individuals familiar with the company. (A)</p> Signup and view all the answers

    Which of the following best describes the concept of 'external validity' in the context of a project?

    <p>The extent to which research results can be generalized to a broader context or other similar situations. (D)</p> Signup and view all the answers

    Which of these is NOT typically a cost associated with a business improvement project?

    <p>The client's salary. (D)</p> Signup and view all the answers

    In the diagnostic phase, what is the main role of theory?

    <p>To help provide support for relationships between causes, conceptualize observations, suggest alternative causes and provide a guiding framework. (B)</p> Signup and view all the answers

    Which of the following is NOT a stated purpose of the analysis and diagnostic phase?

    <p>Developing a comprehensive financial plan for the project. (A)</p> Signup and view all the answers

    Which of the following is NOT typically a characteristic of diagnostic research?

    <p>Predetermined and standardized approach. (B)</p> Signup and view all the answers

    What is the primary objective of collecting 'stories' as examples of problems during the empirical analysis phase?

    <p>To provide vivid illustrations and validate the existence of the business problem. (D)</p> Signup and view all the answers

    In the design phase of the project, what is the most crucial question to address?

    <p>How does the proposed solution solve (part of) the problem? (C)</p> Signup and view all the answers

    Which of the following best describes an 'activity' within the context of a business process?

    <p>A bounded group of interrelated work activities that add value and produce an output. (C)</p> Signup and view all the answers

    What is the primary difference between deduction and induction as methods of reasoning?

    <p>Deduction moves from general principles to specific instances, while induction moves from specific observations to general conclusions. (C)</p> Signup and view all the answers

    Which of the following is NOT considered a typical element of PESTEL analysis used to identify external triggers in a cause and effect diagram?

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

    In the context of demarcating a business problem, what is a key characteristic that distinguishes it from a purely scientific problem?

    <p>Business problems are always embedded within a social system with multiple stakeholders. (B)</p> Signup and view all the answers

    Which of the following criteria is LEAST relevant when selecting a focus for a research project?

    <p>Personal opinions (D)</p> Signup and view all the answers

    In a master's thesis focused on improving a faulty business process, what is the primary research objective?

    <p>To (re)design the faulty process. (B)</p> Signup and view all the answers

    What role do research questions (RQs) play in structuring a thesis report?

    <p>They direct the search for required information, the theoretical framework, and point to bottlenecks and solutions. (C)</p> Signup and view all the answers

    According to the provided information, what is the main purpose of a research proposal from a contractual perspective?

    <p>To serve as a formal agreement between the problem owner, the supervisor, and the student. (A)</p> Signup and view all the answers

    Which of the following is a key element of the ‘technical design’ phase of a research project?

    <p>Operationalizing the research questions to find relevant information (C)</p> Signup and view all the answers

    What is the typical length for a Bachelor End Project (BEP) research proposal?

    <p>10-15 pages (A)</p> Signup and view all the answers

    In inductive coding, what is the primary focus during the interpretation phase?

    <p>Searching for 'insiders' perspectives within the data. (A)</p> Signup and view all the answers

    Which coding method starts with 'open coding' and allows a 'local theory' to emerge from the data?

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

    What is the main purpose of axial coding in the coding process?

    <p>Connecting categories after open coding, to give insight into the phenomenon of interest. (B)</p> Signup and view all the answers

    Which of the following best describes the use of memos in the research process?

    <p>To capture evolving thoughts and analytical insights throughout the research. (A)</p> Signup and view all the answers

    In the Gioia Method, what is the focus in a first-order analysis?

    <p>Using informant-centric words and phrases as codes. (A)</p> Signup and view all the answers

    What does 'theoretical saturation' refer to in data analysis?

    <p>When new data does not provide further insight into the concepts or categories. (B)</p> Signup and view all the answers

    Which of the following is considered a benefit of using a codebook?

    <p>It ensures codes are applied consistently and with a common understanding. (A)</p> Signup and view all the answers

    In deductive coding, what is used instead of open coding?

    <p>Predefined codes. (A)</p> Signup and view all the answers

    When is a piece of data considered useful or relevant to code?

    <p>If it is related to the research question, mentioned frequently, is surprising, mentioned as important by participants or reminds the researcher of theory. (A)</p> Signup and view all the answers

    Which stage of coding involves identifying causal links between categories?

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

    What is the goal of reporting findings in the context of qualitative research?

    <p>To clearly present main findings, visuals, triangulated evidence and explain models. (C)</p> Signup and view all the answers

    What is the purpose of using triangulation in qualitative research?

    <p>To ensure the findings are valid and reliable. (B)</p> Signup and view all the answers

    What does a 'data structure' illustrate in the Gioia Method?

    <p>The progression from raw data to themes. (C)</p> Signup and view all the answers

    What does a coding scheme or codebook include?

    <p>Code, description &amp; definition, illustrative quotes, and rules &amp; guidelines. (A)</p> Signup and view all the answers

    What is a common mistake in qualitative coding, as highlighted in the content?

    <p>Lack of focus and overcoding. (B)</p> Signup and view all the answers

    Flashcards

    Theory

    A set of ideas that explain a phenomenon or a set of phenomena.

    Empirical Research

    The process of gathering and analyzing information about the world around us.

    Domain

    The specific area to which a theory applies.

    Population

    A group of individuals or objects that are the focus of a research study.

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    Technology Acceptance Model (TAM)

    A model that explains how people adopt new technologies.

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    Objectivism

    The belief that knowledge is objective and can be discovered through scientific methods.

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    Constructivism

    The belief that knowledge is subjective and constructed through human experiences.

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    Sample

    A smaller, representative subset of the population that is actually studied.

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    Unit of analysis

    The individual or unit of analysis that the theory applies to.

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    Induction

    A process of drawing general conclusions or rules from specific observations or examples.

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    Deduction

    A process of using a general rule or theory to predict or explain a specific outcome.

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    Epistemology

    The branch of philosophy that deals with the nature and scope of knowledge.

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    Ontology

    The branch of philosophy that deals with the nature of being, existence, or reality.

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    Cause & Effect Diagram

    A diagram used to systematically identify the potential causes of a problem. It helps to break down the problem into its root causes and intermediate factors.

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    PESTEL Analysis

    A type of cause & effect diagram that focuses on external factors influencing a problem. It considers political, economic, social, technological, environmental, and legal aspects.

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    Business Problem

    A business problem is a situation where there are multiple possible solutions and a choice needs to be made. It's embedded in a social system with various stakeholders and often involves limited time and resources.

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    Positivism

    A research approach focusing on objective observation and measurement of social phenomena. It aims to identify generalizable laws and uses deductive reasoning to test theories.

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    Interpretivism

    A research approach emphasizing the subjective meaning and interpretation of social phenomena. It seeks to understand the perspectives of individuals within their social contexts.

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    Empirical Cycle

    A structured process for conducting research, involving observation, induction, deduction, testing, evaluation, and further observation. It is used for developing and testing generalizable theories.

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    Problem Solving Cycle

    A systematic approach for solving specific business problems, involving problem definition, analysis, solution design, intervention, evaluation, and learning. It focuses on improving performance and addressing context-specific issues.

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    Good research question

    A well-defined question that guides a research project, focusing on what and why. It should be clear, specific, and relevant to the research area.

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    Subjective research

    A research approach that emphasizes understanding the subjective experiences and perspectives of individuals.

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    Objective research

    A research approach that strives for objectivity and value-free analysis, aiming to avoid personal biases.

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    Quasi-experimental Design

    An experiment where researchers cannot fully control variables or participants. It often involves comparing groups that are not randomly assigned.

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    Randomized Block Design

    A type of experiment that aims to minimize variability within each group and maximize variability between groups. Treatments are then randomly assigned to the experimental units within each group.

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    Latin Square Design

    A type of experiment designed to compare different treatment orders for two or more factors. Participants receive each treatment in different sequences.

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    Ex-post Facto Design

    A research design where researchers examine existing data or conditions to see if there are correlations between the variables of interest. Participants are not randomly assigned.

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    Factorial Design

    A research design that involves multiple independent variables to understand their individual and combined effects on a dependent variable.

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    Platinum Design

    A type of experiment that combines random assignment with a true control group and a separate group that only receives pretests. This allows for assessing the impact of both treatments and pretests.

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    Self-completion Questionnaires

    A method of data collection where participants complete questionnaires at their own pace, often without direct researcher involvement.

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    Time Series Design

    The study of changes in groups over time, focusing on assessing the effect of interventions or events.

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    Diaries

    A type of data collection where participants regularly record their experiences, thoughts, and behaviors in a journal or diary.

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    Experience/event Sampling Method

    A variation of diaries where participants are prompted to record their experiences and feelings at specific times or following specific events.

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    Observation (Qualitative Research)

    A method for studying social phenomena that involves observing and recording behaviors, interactions, and events in their natural setting.

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    Concept

    A concept is a general idea or understanding of a phenomenon, broader in scope, applied to both actual and possible cases, and used for making theoretical claims.

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    Construct

    A construct is a specific operationalization of a concept, more specific in scope, applied only to actual cases, and used to measure concepts.

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    Variable

    A variable is a characteristic, trait, or attribute that is measured in research. It can be a characteristic of a person, object, or event.

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    Semantic Differential Scale

    A type of rating scale that uses two words representing the extreme ends of a spectrum (e.g., 'Very Good' and 'Very Bad'), with numbered options in between.

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    Graphic Rating Scale

    A type of rating scale that uses pictures or symbols instead of words to represent different levels of a variable.

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    Why should we measure?

    Measurement allows us to quantify the intensity of a variable, make comparisons between groups, and confirm or refute theories. It is essential for drawing valid conclusions and making informed decisions.

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    Analysis and Diagnostic Phase

    The process of evaluating the validity of a business problem and exploring its causes and consequences, ultimately leading to the development of potential solutions.

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    Empirical Analysis

    Collecting factual information from multiple sources to validate a business problem, including opinions and stories.

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    Jury for Interpreting

    The process of using jury members to assess the validity and generalizability of project findings and solutions.

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    Triangulation

    The process of using multiple sources of data to verify the accuracy and reliability of research findings.

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    Research Methods

    Research methods are tools and techniques used to gather and analyze information. They are often influenced by the researcher's philosophical assumptions about the nature of knowledge and reality.

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    Research Proposal

    A formal document outlining the plan for a research project. It includes sections such as problem analysis, objectives, research questions, methodology, and expected contributions.

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    Experimental Design

    A research design where researchers actively manipulate variables to test their impact on a specific outcome, allowing for determining cause-and-effect relationships.

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    Operationalization

    The process of defining and measuring the concepts or variables used in a research study. It involves translating abstract theoretical concepts into concrete operational definitions.

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    Deductive Coding

    A type of data analysis where researchers use pre-defined categories to analyze data. It is theory-driven, meaning that the categories are based on existing theories or frameworks.

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    Inductive Coding

    A type of data analysis where researchers develop categories and themes from the data itself. It is data-driven, meaning that the categories emerge from the data.

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    Open Coding

    The process of identifying and labeling concepts and themes within data. This is the first stage of inductive coding.

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    Axial Coding

    The process of connecting and relating categories identified during open coding. This is the second stage of inductive coding.

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    Selective Coding

    The process of identifying the core categories and their relationships. This is the final stage of inductive coding, leading to a theoretical model.

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    Saturation

    The point in data collection or analysis where new data no longer provides new insights or concepts. It means that enough data has been gathered to fully explore the phenomenon under study.

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    Memos

    Document used to keep track of analytical insights, reflections, and connections observed during data analysis and coding.

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    Gioia Method

    A method for inductive research that involves three stages: first-order analysis, second-order analysis, and data structure. It emphasizes building a grounded theory or process model.

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    First Order Analysis

    Using the exact words and phrases of participants as codes during data analysis. This is the first stage of the Gioia Method.

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    Second Order Analysis

    Using researcher-centric themes, concepts, and dimensions to analyze data. This is the second stage of the Gioia Method.

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    Data Structure

    A visual representation that demonstrates the progression from raw data to themes in the Gioia Method.

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    Process Model

    A model that explains the relationships between concepts or themes, often presented as a diagram or flowchart.

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    Reporting

    A structured presentation of research findings that includes descriptions of the research design, data collection and analysis methods, and key findings.

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    Discussion

    A section of a research report where the researcher discusses the findings in relation to existing literature and explores the implications of the study.

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    Study Notes

    1ZV60 - Methodology of IE Research

    • This course covers the methodology of IE research.
    • Week 1 (1.1): The role of theory in research; philosophical foundations of research methods (objectivism, constructivism, positivism, interpretivism), the empirical cycle, and problem-solving cycle, developing good research questions (what, why, how conceptually, how practically) and reviewing literature (keyword search, keeping track of keywords, reading relevant journals).
    • Week 1 (1.4): Writing up a review, including alternatives for writing up (concept centric, author centric, paper-centric), following requirements and instructions, structure of writing, being persuasive, avoiding discriminatory language, feedback.
    • Week 2 (2.1): Qualitative research, types of qualitative research (narrative, phenomenological, grounded theory, ethnography), case studies and case selection and data collection. Different approaches to data analysis (holistic and single/multiple case designs). Qualitative study designs & sampling cases.
    • Week 3 (3.1): Qualitative data analysis, coding methods (inductive and deductive), building a model, mistakes in research (lack of focus, overcoding), ensuring rigor, validity and reliability (staying close to the data, establishing a chain of evidence, codebook). reporting (structure and description of procedures involved in data analysis). Types of coding schemes (coding scheme or codebook with codes, descriptions, definitions and illustrative quotes).
    • Week 4 (4.4): Research styles (basic/theoretical, applied/practical), research philosophies (positivist, interpretivist), induction, deduction, hierarchy of scientific knowledge, what is a theory. Research project and writing up- quantitative research methods. Qualitative research involves words and meanings, while quantitative research involves numbers (problem-solving cycle, empirical cycle).
    • Week 5 (5.1): Literature review and quantitative research designs. What is fit? (supplementary and complementary) characteristics. Scientific report format (title page, abstract, keywords, introduction, methods, results, discussion, references, appendices). Types of research designs (cross-sectional, longitudinal). Types of questions for research.
    • Week 5 (5.4): Correlation ≠ causation, causality, experimental design (random assignment, manipulation, control group, matching, weighing, stratification), field experiments, lab experiments, internal/external validity.
    • Week 6 (6.4): Measurement, sampling, and secondary analysis, asking open-ended and closed questions. Qualitative and quantitative data analysis. Nominal, ordinal, interval, and ratio scales (types of data classification, which statistical methods, examples). Parametric vs Non-parametric tests (types of tests for various types of data).
    • Week 7 (7.1): Problem-solving cycle revisited. Empirical cycle and business processes. Deduction and induction (crossing the line between theory and empirical evidence). Deduction and induction are needed to effectively move between theoretical and practical frameworks; What’s a business process.
    • Week 7 (7.3/7.4): Cause and effect diagrams (external triggers, root causes, symptoms). Demarcating the problem (business problem – choice, open-ended/closed questions, multiple stakeholders, time/resource allocation, focus, criteria). Research objectives and research questions.
    • Week 8 (8.1/8.2): Design of research project. Formulating a proposal (title page, contents list, context/description of situation, research context – cause and effect diagram, accountability of sources, introduction, explicit problem statement, research objectives, methodology, research design, data collection, scope/delimitation, costs, appendices). Research proposal – contractual perspective.
    • Project organization and costs.
    • Various steps are involved in developing a research proposal (title page to appendices).
    • Evaluation based on performance (target group-intervention, performance before intervention, performance after intervention, and example cases of the different types of evaluation). Evaluation techniques, descriptive evaluation and comparative evaluation types. Various types of evaluation questions (practical questions to ask).

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    This quiz covers the methodology of Industrial Engineering research, focusing on the philosophical foundations, qualitative research types, and data analysis techniques. Students will learn how to develop research questions and write up reviews, as well as understand the empirical cycle involved in research. Test your understanding of these concepts through various quiz questions!

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